1
|
Yu J, Yu J, Chen Y, Yang Y, Yi P. PD-1 inhibitors improve the efficacy of transcatheter arterial chemoembolization combined with apatinib in advanced hepatocellular carcinoma: a meta-analysis and trial sequential analysis. BMC Cancer 2025; 25:564. [PMID: 40155828 PMCID: PMC11951536 DOI: 10.1186/s12885-025-13932-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2025] [Accepted: 03/12/2025] [Indexed: 04/01/2025] Open
Abstract
BACKGROUND The efficacy of adding programmed death-1 (PD-1) inhibitors to transcatheter arterial chemoembolization (TACE) combined with apatinib for advanced hepatocellular carcinoma (HCC) remains controversial. This study aimed to evaluate the efficacy of incorporating PD-1 inhibitors into TACE combined with apatinib. METHODS Relevant literature on TACE combined with apatinib plus PD-1 inhibitors for advanced HCC was searched in PubMed, Cochrane Library, Embase, and Web of Science databases. Trial sequential analysis (TSA) was conducted to minimize randomization errors and assess whether the meta-analysis provided conclusive evidence. RESULTS Six studies involving 1,452 patients were included. Compared with the TACE combined with apatinib treatment group (T-A), TACE combined with apatinib plus PD-1 inhibitors (T-A-P) significantly prolonged overall survival (OS) (Hazard Ratio [HR] 2.22, 95% Confidence Interval [CI] 1.93-2.56; p < 0.001) and progression-free survival (PFS) (HR 2.36, 95% CI 2.01-2.77; p < 0.001), while also improving the objective response rate (ORR) (risk ratios [RR] 1.60, 95% CI 1.20-2.14; p < 0.001) and disease control rate (DCR) (RR 1.06, 95% CI 1.00-1.12; p < 0.001). TSA results indicated that additional studies were required to confirm the significance of DCR. Prognostic analysis identified treatment regimen and extrahepatic metastasis as common independent risk factors for OS and PFS. The incidence of adverse events in the T-A-P treatment group was comparable to that in the T-A treatment group. CONCLUSION Adding PD-1 inhibitors to TACE combined with apatinib significantly prolonged OS and PFS, particularly in patients without extrahepatic metastases. It also improved ORR and DCR in patients with HCC.
Collapse
Affiliation(s)
- Jiahui Yu
- Department of Hepato-Biliary-Pancrease II, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, 637000, People's Republic of China
| | - Jinxin Yu
- North Sichuan Medical College, Nanchong, Sichuan, 637000, People's Republic of China
| | - Yimiao Chen
- Department of Hepato-Biliary-Pancrease II, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, 637000, People's Republic of China
| | - Yuting Yang
- Department of Educational Technology, Institute of Education, China West Normal University, Nanchong, Sichuan, 637000, People's Republic of China
- Nanchong Gaoping District Wangcheng Primary School, Nanchong, People's Republic of China
| | - Pengsheng Yi
- Department of Hepato-Biliary-Pancrease II, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, 637000, People's Republic of China.
| |
Collapse
|
2
|
He H, Feng Z, Duan J, Deng W, Wu Z, He Y, Liang Q, Xie Y. Radiomic features at contrast-enhanced CT predict proliferative hepatocellular carcinoma and its prognosis after transarterial chemoembolization. Sci Rep 2025; 15:10533. [PMID: 40148399 PMCID: PMC11950328 DOI: 10.1038/s41598-025-94684-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Accepted: 03/17/2025] [Indexed: 03/29/2025] Open
Abstract
Proliferative hepatocellular carcinoma (HCC) is an aggressive phenotype associated with unfavorable clinical outcomes. Predicting the preoperative subtype of HCC can aid in the development of individualized treatment. We retrospectively recruited 180 HCC patients who underwent hepatic resection and established a CT-based radiomics model for predicting proliferative HCCs. The evaluation of tumor response to transarterial chemoembolization therapy and progression-free survival (PFS) according to the radiomics model was further performed in internal (n = 54) and external (n = 80) outcome cohorts. In our study, 98 of 180 (54%) patients were confirmed to have proliferative HCCs. The radiomics model comprising 9 radiomic features and exhibited good performance for predicting proliferative HCCs. The nomogram integrated radiomics and serum α-fetoprotein level showed good calibration and discrimination in both the training cohort (AUC = 0.848) and the validation cohort (AUC = 0.825). Predicted proliferative HCCs (high radiomics scores) were associated with lower response rate (P < 0.05) and worse PFS (P < 0.05) compared to predicted non-proliferative HCCs in outcomes cohorts. We linked radiomics model to gene expression, unveiling that activated/immature B cells and tertiary lymphoid structures were downregulated in the high radiomics group. The proposed CT radiomics model exhibited good performance for identifying proliferative HCCs, which may facilitate clinical decision-making. Our findings suggest a potential correlation between proliferative HCC and immunosuppressive tumor microenvironment.
Collapse
Affiliation(s)
- Haifeng He
- Department of Radiology, The Third Xinagya Hospital Central South University, Changsha, China
- Department of PET-CT Center, Hunan Cancer Hospital/The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Zhichao Feng
- Department of Radiology, The Third Xinagya Hospital Central South University, Changsha, China
| | - Junhong Duan
- Department of Radiology, The Third Xinagya Hospital Central South University, Changsha, China
| | - Wenzhi Deng
- Department of Pathology, The Third Xinagya Hospital Central South University, Changsha, China
| | - Zuowei Wu
- Department of Radiology, The Third Xinagya Hospital Central South University, Changsha, China
| | - Yizi He
- Department of Lymphoma and Hematology, Hunan Cancer Hospital/The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Qi Liang
- Department of Radiology, The Third Xinagya Hospital Central South University, Changsha, China.
| | - Yongzhi Xie
- Department of Radiology, The Third Xinagya Hospital Central South University, Changsha, China.
| |
Collapse
|
3
|
An C, Shen L, Chen Q, Jiang Y, Li C, Ren H, Wu P, Liu X. Identification of candidates with hepatocellular carcinoma to receive TACE combined with MWA by assessing tumor burden and radiologic features. Ther Adv Med Oncol 2025; 17:17588359251324052. [PMID: 40093979 PMCID: PMC11909676 DOI: 10.1177/17588359251324052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2024] [Accepted: 02/12/2025] [Indexed: 03/19/2025] Open
Abstract
Background There is still no noninvasive, automated, and accurate model for guiding physicians in the decision-making of transarterial chemoembolization combined with microwave ablation (TACE-MWA) in intermediate-stage hepatocellular carcinoma (HCC). Objectives To develop a prognostic score based on the tumor burden and radiomic features for the prediction of the long-term survival of patients with intermediate-stage HCC after TACE-MWA. Methods From June 2008 to October 2022, a total of 2189 consecutive patients from seven tertiary-care hospitals with intermediate-stage HCC who received initial TACE combined with MWA were enrolled. Among them, 2189 were divided into training cohort (N = 1753), and internal test cohort (N = 436) in a single center, and 316 patients were assigned to external test cohort in another 6 centers. A prognostic scoring system was constructed using tumor burden and radiologic features (TBR) and compared with conventional predicting systems. Results In training cohort, multivariate Cox regression analysis suggested that tumor burden (hazard ratio (HR), 0.693; 95% confidence interval (CI): 0.505, 0.814; 1 point per 1.0 increase, p = 0.024), radiologic features (HR, 0.349; 95% CI: 0.236, 0.517; p < 0.001), and alpha-fetoprotein (HR, 1.629; 95% CI: 1.280, 2.073; p < 0.001) were independent prognostic factors for OS. A prognostic model that comprises TBR was built, which showed significantly higher AUC values than other clinical stagings in all three cohorts. Moreover, the TBR score provided greater net benefit across the range of reasonable threshold probabilities than other models. Based on cutoff values of 32 and 74 centiles of the TBR score, the cohort was divided into low-, middle-, and high-risk strata, which provide consistent performance in survival discrimination across different patient subgroups. Conclusion The TBR score serves as an efficient instrument for risk stratification, guiding the course of adjuvant targeted and immunotherapies for HCC patients undergoing TACE-MWA combined treatment. Design A retrospective, multi-institutional study.
Collapse
Affiliation(s)
- Chao An
- Department of Ultrasound Diagnostics, Air Force Medical Center, Air Force Medical University, Beijing, P.R. China
- Department of Minimal Invasive Intervention, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P.R. China
| | - Lujun Shen
- Department of Minimal Invasive Intervention, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P.R. China
| | - Qifeng Chen
- Department of Minimal Invasive Intervention, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P.R. China
| | - Yiquan Jiang
- Department of Minimal Invasive Intervention, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P.R. China
| | - Chen Li
- Department of Minimal Invasive Intervention, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P.R. China
| | - He Ren
- Department of Ultrasound, The Fifth Medical Center, Chinese PLA General Hospital, Fucheng Road 6, Beijing 100853, China
| | - Peihong Wu
- Department of Minimal Invasive Intervention, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651, Dongfeng East Road, Guangzhou 510060, P.R. China
| | - Xi Liu
- Department of Ultrasound Diagnostics, Air Force Medical Center, Air Force Medical University, Fucheng Road 30, Beijing 100853, P.R. China
| |
Collapse
|
4
|
Kim J, Kim JH, Ko E, Kim JY, Im BS, Kim GH, Chu HH, Ko HK, Gwon DI, Shin JH, Alrashidi I. Model Predicting Survival in Intermediate-Stage HCC Patients Reclassified for TACE Based on the 2022 BCLC Criteria. Cancers (Basel) 2025; 17:894. [PMID: 40075741 PMCID: PMC11898427 DOI: 10.3390/cancers17050894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2025] [Revised: 02/25/2025] [Accepted: 03/04/2025] [Indexed: 03/14/2025] Open
Abstract
Background/Objectives: The Barcelona Clinic Liver Cancer (BCLC) staging system for hepatocellular carcinoma (HCC) was updated in 2022 to refine patient stratification, particularly in patients with intermediate-stage (BCLC B) HCC. Although transarterial chemoembolization (TACE) remains a key treatment for these patients, there is no prognostic model for survival outcomes based on the pretreatment factors of patients who meet the updated 2022 BCLC indications for TACE. The aim of this study was to develop a pretreatment risk model predicting overall survival (OS) in patients with intermediate-stage HCC and reclassified as candidates for TACE according to the updated 2022 BCLC criteria. Methods: This retrospective study included 658 HCC patients treated with first-line TACE according to the updated BCLC 2022 guidelines. Pretreatment factors such as the Child-Pugh score, tumor burden (up-to-11 criteria), bilobar tumor involvement, and serum alpha-fetoprotein (AFP) levels were analyzed. Cox proportional hazards models were used to identify significant predictors of OS, with these factors subsequently incorporated into a risk prediction model. Results: Significant predictors of OS included Child-Pugh score ≥ 7, bilobar tumor involvement, beyond up-to-11 criteria, and AFP ≥ 400 ng/mL. A risk model was developed using these factors, stratifying patients into low-, intermediate-, and high-risk groups. The median OS in the low-, intermediate-, and high-risk groups was 53, 35, and 21 months, respectively. Conclusions: The proposed pretreatment risk prediction model may be useful for predicting OS and guiding TACE candidacy in intermediate-stage HCC patients based on the updated 2022 BCLC guidelines.
Collapse
Affiliation(s)
- Jihoon Kim
- Department of Radiology, Research Institute of Radiology, College of Medicine, Asan Medical Center, University of Ulsan, Seoul 05505, Republic of Korea; (J.K.); (E.K.); (J.-Y.K.); (B.S.I.); (G.H.K.); (H.H.C.); (H.-K.K.); (D.I.G.); (J.H.S.)
| | - Jin-Hyoung Kim
- Department of Radiology, Research Institute of Radiology, College of Medicine, Asan Medical Center, University of Ulsan, Seoul 05505, Republic of Korea; (J.K.); (E.K.); (J.-Y.K.); (B.S.I.); (G.H.K.); (H.H.C.); (H.-K.K.); (D.I.G.); (J.H.S.)
| | - Eunbyul Ko
- Department of Radiology, Research Institute of Radiology, College of Medicine, Asan Medical Center, University of Ulsan, Seoul 05505, Republic of Korea; (J.K.); (E.K.); (J.-Y.K.); (B.S.I.); (G.H.K.); (H.H.C.); (H.-K.K.); (D.I.G.); (J.H.S.)
| | - Jeong-Yeon Kim
- Department of Radiology, Research Institute of Radiology, College of Medicine, Asan Medical Center, University of Ulsan, Seoul 05505, Republic of Korea; (J.K.); (E.K.); (J.-Y.K.); (B.S.I.); (G.H.K.); (H.H.C.); (H.-K.K.); (D.I.G.); (J.H.S.)
| | - Byung Soo Im
- Department of Radiology, Research Institute of Radiology, College of Medicine, Asan Medical Center, University of Ulsan, Seoul 05505, Republic of Korea; (J.K.); (E.K.); (J.-Y.K.); (B.S.I.); (G.H.K.); (H.H.C.); (H.-K.K.); (D.I.G.); (J.H.S.)
| | - Gun Ha Kim
- Department of Radiology, Research Institute of Radiology, College of Medicine, Asan Medical Center, University of Ulsan, Seoul 05505, Republic of Korea; (J.K.); (E.K.); (J.-Y.K.); (B.S.I.); (G.H.K.); (H.H.C.); (H.-K.K.); (D.I.G.); (J.H.S.)
| | - Hee Ho Chu
- Department of Radiology, Research Institute of Radiology, College of Medicine, Asan Medical Center, University of Ulsan, Seoul 05505, Republic of Korea; (J.K.); (E.K.); (J.-Y.K.); (B.S.I.); (G.H.K.); (H.H.C.); (H.-K.K.); (D.I.G.); (J.H.S.)
| | - Heung-Kyu Ko
- Department of Radiology, Research Institute of Radiology, College of Medicine, Asan Medical Center, University of Ulsan, Seoul 05505, Republic of Korea; (J.K.); (E.K.); (J.-Y.K.); (B.S.I.); (G.H.K.); (H.H.C.); (H.-K.K.); (D.I.G.); (J.H.S.)
| | - Dong Il Gwon
- Department of Radiology, Research Institute of Radiology, College of Medicine, Asan Medical Center, University of Ulsan, Seoul 05505, Republic of Korea; (J.K.); (E.K.); (J.-Y.K.); (B.S.I.); (G.H.K.); (H.H.C.); (H.-K.K.); (D.I.G.); (J.H.S.)
| | - Ji Hoon Shin
- Department of Radiology, Research Institute of Radiology, College of Medicine, Asan Medical Center, University of Ulsan, Seoul 05505, Republic of Korea; (J.K.); (E.K.); (J.-Y.K.); (B.S.I.); (G.H.K.); (H.H.C.); (H.-K.K.); (D.I.G.); (J.H.S.)
| | - Ibrahim Alrashidi
- Department of Radiology, Prince Sultan Military Hospital, Madinah 42375, Saudi Arabia;
| |
Collapse
|
5
|
Zhang J, Guo G, Li T, Guo C, Han Y, Zhou X. Development and validation of a prognostic nomogram for early hepatocellular carcinoma treated with microwave ablation. Front Oncol 2025; 15:1486149. [PMID: 40094011 PMCID: PMC11906293 DOI: 10.3389/fonc.2025.1486149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Accepted: 02/06/2025] [Indexed: 03/19/2025] Open
Abstract
Objective An effective model for risk stratification and prognostic assessment of early hepatocellular carcinoma (HCC) patients following microwave ablation (MWA) is lacking in clinical practice. The aim of this study is to develop and validate a prognostic model specifically for these patients. Methods Between January 2008 and December 2018, 345 treatment-naïve patients with HCC conforming to the Milan criteria who underwent MWA were enrolled and randomly assigned to the training (n=209) and validation (n=136) cohorts. The nomogram model was constructed based on the predictors assessed by the multivariate Cox proportional hazards model and validated. Predictive accuracy and discriminative ability were further evaluated and compared with other prognostic models. Results After a median follow-up of 59.0 months, 52.5% (187/356) of the patients had died. Prognostic factors for overall survival (OS) were α-fetoprotein (AFP), albumin-bilirubin (ALBI) score, platelets, and ablation margins, which generated the nomograms. The nomogram model consistently achieved good calibration and discriminatory ability with a concordance index of 0.64 (95% confidence interval (CI): 0.59-0.69) and 0.69 (95% CI: 0.63-0.75) in both the training and validation cohorts. The performance of the nomogram model also outperformed other prognostic models. By using the nomogram model, the patient population could be correctly divided into low- and high-risk strata presenting significantly different median OS of 105.0 (95% CI: 84.1-125.9) months, and 45.0 (95% CI: 28.0-62.0) months, respectively. Conclusion The nomogram model based on AFP, PLT, ablation margins, and ALBI score was a simple visualization model that could stratify patients with early-stage HCC after MWA and predict individualized long-term survival with favorable performance.
Collapse
Affiliation(s)
- Jing Zhang
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Disease & XiJing Hospital of Digestive Diseases, Air Force Medical University, Xi'an, China
| | - Guanya Guo
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Disease & XiJing Hospital of Digestive Diseases, Air Force Medical University, Xi'an, China
| | - Tao Li
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Disease & XiJing Hospital of Digestive Diseases, Air Force Medical University, Xi'an, China
| | - Changcun Guo
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Disease & XiJing Hospital of Digestive Diseases, Air Force Medical University, Xi'an, China
| | - Ying Han
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Disease & XiJing Hospital of Digestive Diseases, Air Force Medical University, Xi'an, China
| | - Xinmin Zhou
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Disease & XiJing Hospital of Digestive Diseases, Air Force Medical University, Xi'an, China
| |
Collapse
|
6
|
Yang G, Chen Y, Wang M, Wang H, Chen Y. Impact of microvascular invasion risk on tumor progression of hepatocellular carcinoma after conventional transarterial chemoembolization. Oncologist 2025; 30:oyae286. [PMID: 39475355 PMCID: PMC11884753 DOI: 10.1093/oncolo/oyae286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 09/11/2024] [Indexed: 03/08/2025] Open
Abstract
OBJECTIVE To assess tumor progression in patients with hepatocellular carcinoma (HCC) without macrovascular invasion who underwent treatment with conventional transarterial chemoembolization (cTACE) based on microvascular invasion (MVI) risk within 2 years. METHODS This retrospective investigation comprised adult patients with HCC who had either liver resection or cTACE as their first treatment from January 2016 to December 2021. A predictive model for MVI was developed and validated using preoperative clinical and MRI data from patients with HCC treated with liver resection. The MVI predictive model was applied to patients with HCC receiving cTACE, and differences in tumor progression between the MVI high- and low-risk groups were examined throughout 2 years. RESULTS The MVI prediction model incorporated nonsmooth margin, intratumoral artery, incomplete or absent tumor capsule, and tumor DWI/T2WI mismatch. The area under the receiver operating characteristic curve (AUC) for the prediction model, in the training cohort, was determined to be 0.904 (95% CI, 0.862-0.946), while in the validation cohort, it was 0.888 (0.782-0.994). Among patients with HCC undergoing cTACE, those classified as high risk for MVI possessed a lower rate of achieving a complete response after the first tumor therapy and a higher risk of tumor progression within 2 years. CONCLUSIONS The MVI prediction model developed in this study demonstrates a considerable degree of accuracy. Patients at high risk for MVI who underwent cTACE treatment exhibited a higher risk of tumor progression within 2 years.
Collapse
Affiliation(s)
- Guanhua Yang
- The First School of Clinical Medicine, General Hospital of Ningxia Medical University, Yinchuan, People’s Republic of China
| | - Yuxin Chen
- Department of Paediatrics, Division of Respiratory Medicine and Allergology, Sophia Children’s Hospital, Erasmus MC, Rotterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands
| | - Minglei Wang
- The First School of Clinical Medicine, General Hospital of Ningxia Medical University, Yinchuan, People’s Republic of China
| | - Hongfang Wang
- The First School of Clinical Medicine, General Hospital of Ningxia Medical University, Yinchuan, People’s Republic of China
| | - Yong Chen
- Department of Interventional Radiology, General Hospital of Ningxia Medical University, Yinchuan, People’s Republic of China
| |
Collapse
|
7
|
Ji K, Niu J, Zhang C, Shi Y, Liang Z, Wang Z, Xu T, Cao S, Zhou G, Cao Y, Zheng Y, Zhu J, Li Z, Ai J, Chen F, Jing L. Systemic Inflammation-Based Staging System for Hepatocellular Carcinoma After Drug-Eluting Beads Transarterial Chemoembolization: A Multicenter Study. Acad Radiol 2025; 32:776-786. [PMID: 39191565 DOI: 10.1016/j.acra.2024.08.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 08/14/2024] [Accepted: 08/14/2024] [Indexed: 08/29/2024]
Abstract
RATIONALE AND OBJECTIVES The optimal prognostic assessment for patients with hepatocellular carcinoma (HCC) after drug-eluting bead transarterial chemoembolization (DEB-TACE) remains unclear. This study aimed to propose a novel staging system in comparison with the current staging systems for HCC following DEB-TACE. MATERIALS AND METHODS From four centers, patients with HCC undergoing DEB-TACE as the initial therapy were retrospectively included and classified into training and validation sets. Multivariable regression was used to determine the independent prognostic factors in the training set. A novel staging system incorporating the independent factors was proposed and externally validated in terms of discrimination and calibration compared to other staging systems in both sets. RESULTS The training and validation sets included 335 and 99 patients, respectively. Multivariable regression revealed independent factors including alpha-fetoprotein level, aspartate aminotransferase to lymphocyte count ratio index, maximum tumor diameter, Child-Pugh class, and portal vein invasion. The novel prognostic staging system, named PADCA, was proposed and outperformed other staging systems with the highest C-index, area under the curve, Wald test value, clinical benefit, and the lowest Akaike information criterion in the training and validation sets. CONCLUSION The PADCA staging system has a superior prognostic predictive ability compared to the current staging systems. PADCA can assist clinicians in screening out the patients most likely to derive benefit from DEB-TACE and guiding the formulation of therapy and follow-up strategy.
Collapse
Affiliation(s)
- Kun Ji
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Jiahua Niu
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Cong Zhang
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Yang Shi
- Center of Interventional Medicine, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong Province, China; Department of Radiology, The First People's Hospital of Kashi Area, Kashi, Xinjiang Uygur Autonomous Region, China
| | - Zhiying Liang
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, China; Department of Radiology, The First People's Hospital of Kashi Area, Kashi, Xinjiang Uygur Autonomous Region, China
| | - Zilin Wang
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Tiantian Xu
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Shoujin Cao
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Guanhui Zhou
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Yunbo Cao
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Yan Zheng
- Department of Nursing, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Jinghua Zhu
- Department of Radiology, The First People's Hospital of Kashi Area, Kashi, Xinjiang Uygur Autonomous Region, China
| | - Zhen Li
- Department of Interventional Radiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Jing Ai
- Department of Ophthalmology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Feng Chen
- Department of Radiology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Li Jing
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China.
| |
Collapse
|
8
|
Kinsey E, Morse MA. Systemic Therapy for Hepatocellular Carcinoma. Clin Liver Dis 2025; 29:105-124. [PMID: 39608951 DOI: 10.1016/j.cld.2024.08.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2024]
Abstract
Systemic therapy for hepatocellular carcinoma has evolved from sorafenib to now include immune checkpoint blockade, either atezolizumab/bevacizumab or durvalumab/tremelimumab, and soon to include camrelizumab/rivoceranib and nivolumab/ipilimumab. Second-line therapy remains predominantly either a multikinase inhibitor or ramucirumab. Areas of development include testing immune checkpoint-based regimens in the adjuvant setting after surgery, ablation, or transarterial embolization. Also of interest are studies for patients with Child-Pugh B liver function and adding new checkpoint molecules to the current standard platforms.
Collapse
Affiliation(s)
- Emily Kinsey
- Department of Medicine, Division of Hematology, Oncology & Palliative Care, VCU Health, Richmond, VA, USA
| | - Michael A Morse
- Department of Medicine, Division of Medical Oncology, Duke University Health System, Durham, NC, USA.
| |
Collapse
|
9
|
Wu X, Wang Y, He Y, Yang Y. Development and Validation of a Predictive Model for Liver Failure After Transarterial Chemoembolization Using Gadoxetic Acid-Enhanced MRI and Functional Liver Imaging Score. Acad Radiol 2025:S1076-6332(24)01056-0. [PMID: 39809606 DOI: 10.1016/j.acra.2024.12.068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 12/29/2024] [Accepted: 12/29/2024] [Indexed: 01/16/2025]
Abstract
RATIONALE AND OBJECTIVES Post-transarterial chemoembolization liver failure (PTLF) is a potentially fatal complication of transarterial chemoembolization (TACE). Accurate preoperative prediction of PTLF is crucial for improving patient outcomes. This study aimed to develop and validate a prediction model based on the functional liver imaging score (FLIS) to assess the risk of PTLF. MATERIALS AND METHODS A total of 156 patients underwent Gadoxetic acid-enhanced MRI within four weeks before TACE. Two radiologists, unaware of the clinical data, independently assessed FLIS on hepatobiliary phase images to quantitatively assess liver function. Univariate and multivariate logistic regression analyses identified independent predictors of PTLF. A nomogram was developed and subjected to internal validation through bootstrap resampling of 1000 samples. The model's performance was conducted through the area under the curve (AUC), Hosmer-Lemeshow test, calibration curves, and decision curve analysis (DCA). P< 0.05 was considered statistically significant. RESULTS PTLF occurred in 37.2% of patients (58/156). Significant differences were observed in factors such as portal vein thrombosis, albumin, aspartate transaminase, international normalized ratio (INR), model for end-stage liver disease scoring, albumin-bilirubin score, and FLIS. Multivariate analysis showed FLIS, portal vein thrombosis, and INR as independent predictors. The model achieved an AUC of 0.759, with 87.8% specificity and 56.9% sensitivity, and demonstrated good calibration (χ² = 7.101, P=0.526). Calibration curves and DCA confirmed its clinical utility. CONCLUSION This FLIS-based prediction model performs well in predicting PTLF, potentially serving as a practical clinical tool.
Collapse
Affiliation(s)
- Xinru Wu
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China
| | - Yihuan Wang
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China
| | - Yiwei He
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China
| | - Yongbo Yang
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China.
| |
Collapse
|
10
|
Taher MY, Hassouna E, El Hadidi A, El-aassar O, Fathy Bakosh M, Said Shater M. Serum CYFRA 21-1 and CK19-2G2 as Predictive Biomarkers of Response to Transarterial Chemoembolization in Hepatitis C-related Hepatocellular Carcinoma Among Egyptians: A Prospective Study. J Clin Exp Hepatol 2025; 15:102405. [PMID: 39309220 PMCID: PMC11414665 DOI: 10.1016/j.jceh.2024.102405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 08/12/2024] [Indexed: 09/25/2024] Open
Abstract
Background and aim Cytokeratin 19 (CK19)-positive HCC is a subtype of hepatocellular carcinoma (HCC) with poor biological behavior and resistance to different treatments including transarterial chemoembolization (TACE). The current study aimed to investigate the predictive value of serum CK 19 fragment 21-1 (CYFRA 21-1) and serum CK 19 fragment 2G2 (CK 19-2G2) for TACE response in patients with hepatitis C virus (HCV)-related HCC. Methods This prospective study assessed the pretreatment serum CYFRA 21-1 and CK 19-2G2 levels in 64 patients with HCV-related naïve HCC who underwent TACE to predict 1-year overall survival (OS), progression-free survival (PFS), and objective response rate (ORR). Additionally, 40 healthy individuals were included as controls. Pretreatment alpha-fetoprotein (AFP) was also measured for comparison. Results After exclusions, 60 patients completed TACE sessions, and the 1-year OS was 52%, and ORR post TACE was 71.8%. HCC patients with elevated levels of CYFRA 21-1, CK 19-2G2, or baseline AFP measuring ≥400 ng/ml have decreased 1-year OS and PFS after TACE. Serum CK19-2G2 was an independent predictor of 1-year OS using multivariate hazard regression analysis. Pretreatment normal serum CYFRA 21-1 levels (P = 0.047), serum AFP measuring <400 ng/ml (P = 0.016), and lower AST (P = 0.002) were independent predictors of ORR to TACE using multivariate logistic regression analysis. The predictive ability of pretreatment elevated serum CYFRA 21-1, AFP measuring ≥400 ng/ml, AFP + CYFRA 21-1, AFP + CK 19-2G2, or AFP + CYFRA 21-1+ CK19-2G2 to predict nonresponse (progressive disease) to TACE (area under the curve = 0.795, 0.690, 0.830, 0.725, and 0.850, respectively). Conclusions This study demonstrated that incorporating the measurement of serum CYFRA 21-1 or CK19-2G2 levels, along with AFP, during the initial diagnosis can aid in predicting poor 1-year OS, PFS, and ORR to TACE in patients with HCV-related HCC.
Collapse
Affiliation(s)
- Mohamed Y. Taher
- Hepatobiliary Unit, Internal Medicine Department, Faculty of Medicine, Alexandria University, Egypt
| | - Ehab Hassouna
- Hepatobiliary Unit, Internal Medicine Department, Faculty of Medicine, Alexandria University, Egypt
| | - Abeer El Hadidi
- Clinical and Chemical Pathology, Faculty of Medicine, Alexandria University, Egypt
| | - Omar El-aassar
- Diagnostic and Interventional Radiology, Faculty of Medicine, Alexandria University, Egypt
| | - Mohamed Fathy Bakosh
- Hepatobiliary Unit, Internal Medicine Department, Faculty of Medicine, Alexandria University, Egypt
| | - Mohamed Said Shater
- Hepatobiliary Unit, Internal Medicine Department, Faculty of Medicine, Alexandria University, Egypt
| |
Collapse
|
11
|
Komiyama S, Takeda A, Tateishi Y, Tsurugai Y, Eriguchi T, Horita N. Comparison of stereotactic body radiotherapy and transcatheter arterial chemoembolization for hepatocellular carcinoma: Systematic review and meta-analysis. Radiother Oncol 2025; 202:110614. [PMID: 39515381 DOI: 10.1016/j.radonc.2024.110614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 10/14/2024] [Accepted: 10/29/2024] [Indexed: 11/16/2024]
Abstract
Stereotactic body radiation therapy (SBRT) is an emerging treatment for hepatocellular carcinoma (HCC), which provides excellent local control (LC) and prolongs overall survival (OS). However, in current guidelines, transcatheter arterial chemoembolization (TACE) has been proposed as a key treatment option for patients with early- and intermediate-stage HCC, whereas SBRT is not. Therefore, we performed a systematic review and meta-analysis of randomized controlled trials and retrospective studies using the propensity score (PS) to compare the outcomes of SBRT and TACE for HCC in a balanced manner. We systematically searched the PubMed, Cochrane, EMBASE, and Web of Science databases to identify randomized controlled trials and studies comparing SBRT and TACE using PS analysis. The hazard ratios (HRs) for OS and LC were pooled. The heterogeneity between the data collected from these studies was also assessed. SBRT led to a comparable OS (HR: 0.83; 95 % confidence interval (CI): 0.52-1.34; p = 0.44) to TACE, and significantly improved LC (HR: 0.25; 95 % CI: 0.09-0.67; p = 0.006). Considerable heterogeneity was observed in the HR of OS and LC. Although there was no significant difference in the rate of grade 3 or higher toxicities between TACE and SBRT, or between studies, liver toxicity was identified as a common adverse event associated with both SBRT and TACE. Compared to TACE, SBRT showed a comparable OS and improved LC without serious toxicity. Therefore, SBRT should be considered an effective treatment option for various stages of HCC, depending on the tumor factors and pretreatment liver function.
Collapse
Affiliation(s)
- Satoshi Komiyama
- Chemotherapy Department, Yokohama City University Medical Center, Japan.
| | - Atsuya Takeda
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan; Radiation Oncology Center, Ofuna Chuo Hospital, Kamakura, Kanagawa, Japan
| | - Yudai Tateishi
- Department of Radiation Oncology, Japanese Red Cross Wakayama Medical Center, Wakayama, Japan
| | - Yuichiro Tsurugai
- Radiation Oncology Center, Ofuna Chuo Hospital, Kamakura, Kanagawa, Japan
| | - Takahisa Eriguchi
- Department of Radiation Oncology, Saitama Red Cross Hospital, Saitama, Japan
| | - Nobuyuki Horita
- Chemotherapy Centre, Yokohama City University Hospital, Yokohama, Japan
| |
Collapse
|
12
|
Xia D, Bai W, Wang Q, Chung JW, Adhoute X, Kloeckner R, Zhang H, Zeng Y, Sripongpun P, Nie C, Kim SU, Huang M, Hu W, Ding X, Yin G, Li H, Zhao H, Bronowicki JP, Li J, Li J, Zhu X, Wu J, Zhang C, Gong W, Li Z, Lin Z, Xu T, Yin T, Anty R, Song J, Shi H, Shao G, Ren W, Zhang Y, Yang S, Zheng Y, Xu J, Wang W, Zhu X, Fu Y, Liu C, Kaewdech A, Ding R, Zheng J, Liu S, Yu H, Zheng L, You N, Fan W, Zhang S, Feng L, Wang G, Zhang P, Li X, Chen J, Zhang F, Shao W, Zhou W, Zeng H, Cao G, Huang W, Jiang W, Zhang W, Li L, Feng A, Wang E, Wang Z, Han D, Lv Y, Sun J, Ren B, Xia L, Li X, Yuan J, Wang Z, Luo B, Li K, Guo W, Yin Z, Zhao Y, Xia J, Fan D, Wu K, Bettinger D, Vogel A, Han G. Tumor burden with AFP improves survival prediction for TACE-treated patients with HCC: An international observational study ☆. JHEP Rep 2025; 7:101216. [PMID: 39758510 PMCID: PMC11699734 DOI: 10.1016/j.jhepr.2024.101216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 08/30/2024] [Accepted: 09/05/2024] [Indexed: 01/04/2025] Open
Abstract
Background & Aims Current prognostic models for patients with hepatocellular carcinoma (HCC) undergoing transarterial chemoembolization (TACE) are not extensively validated and widely accepted. We aimed to develop and validate a continuous model incorporating tumor burden and biology for individual survival prediction and risk stratification. Methods Overall, 4,377 treatment-naive candidates for whom TACE was recommended, from 39 centers in five countries, were enrolled and divided into training, internal validation, and two external validation datasets. The novel model was developed using a Cox multivariable regression analysis and compared with our original 6-and-12 model (the largest tumor size [ts, centimetres] + tumor number [tn]) and other available models in terms of predictive accuracy. Results The proposed model, named the '6-and-12 model 2.0', was generated as 'ts + tn + 1.5×log10 alpha-fetoprotein (AFP)', showed good discrimination (C-index 0.674) and calibration (Hosmer-Lemeshow test p = 0.147), and outperformed current existing models. An easy-to-use stratification was proposed according to the different AFP levels (≤100, 100-400, 400-2,000, 2,000-10,000, 10,000-40,000, and >40,000 ng/ml) along with the corresponding tumor burden cutoffs (8/14, 7/13, 6/12, 5/11, 4/10, and any tumor burden); that is, if the AFP level was 400-2,000 ng/ml, the stratification should be low-(≤6)/intermediate-(6-12)/high-risk (>12) strata. Hence, it could divide the patients into three distinct risk categories with a median overall survival of 45.0 (95% CI, 40.1-49.9), 30.0 (95% CI, 26.1-33.9), and 15.4 (95% CI, 13.4-17.4) months (p <0.001) from low-risk to high-risk strata, respectively. These findings were confirmed in validation and subgroup analyses. Conclusions The 6-and-12 model 2.0 significantly improved individual outcome predictions and better stratified the candidates recommended for TACE; thus, this model could be used in both clinical practice and trial design. Impact and implications In this international multicentre study, we developed and internally and externally validated a novel outcome prediction model for candidates with HCC who would be ideal for TACE. The model, called the 6-and-12 model 2.0, was based on 4,377 patients from 39 centers in five countries. The model offers individualized outcome prediction, outperforming the original 6-and-12 model score and other existing metrics across all datasets and subsets. Based on different levels of alpha-fetoprotein (AFP) and corresponding cut-offs of tumor burden, patients could be stratified into three risk strata with significantly different survival prognoses, which could provide a referential framework to control study heterogeneity and define the target population in future trial designs.
Collapse
Affiliation(s)
- Dongdong Xia
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, Digestive Diseases Hospital, Xi’an International Medical Center Hospital, Northwest University, Xi’an, China
| | - Wei Bai
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, Digestive Diseases Hospital, Xi’an International Medical Center Hospital, Northwest University, Xi’an, China
| | - Qiuhe Wang
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Cardiology, Tangdu Hospital, Fourth Military Medical University, Xi’an, China
| | - Jin Wook Chung
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Xavier Adhoute
- Department of Gastroenterology and Hepatology, Hôpital Saint-Joseph, Marseille, France
| | - Roman Kloeckner
- Department of Diagnostic and Interventional Radiology, University Medical Center of the Johannes Gutenberg University Mainz, Langenbeckst, Mainz, Germany
- Department for Interventional Radiology, University Hospital of Lübeck, Ratzeburger Allee 160, Lübeck, Germany
| | - Hui Zhang
- Department of Hepatobiliary Surgery, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Yong Zeng
- Department of Liver Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Pimsiri Sripongpun
- Gastroenterology and Hepatology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Chunhui Nie
- Department of Hepatobiliary and Pancreatic Interventional Cancer, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Seung Up Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Ming Huang
- Department of Minimally Invasive International Therapy, The Third Affiliated Hospital of Kunming University, Tumor Hospital of Yunnan Province, Kunming, China
| | - Wenhao Hu
- Department of Interventional Radiology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xiangchun Ding
- Department of Infectious Disease, General Hospital of Ningxia Medical University, Yinchuan, China
| | - Guowen Yin
- Department of Interventional Radiology, Jiangsu Provincial Cancer Hospital, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, China
| | - Hailiang Li
- Department of Interventional Radiology, The Affiliated Cancer Hospital of Zhengzhou University, Zhengzhou, China
| | - Hui Zhao
- Department of Interventional Radiology, The Affiliated Hospital of Nantong University, Nantong, China
| | - Jean-Pierre Bronowicki
- Department of Gastroenterology and Hepatology, Centre Hospitalo-Universitaire de Nancy, France
| | - Jing Li
- Department of Hepatobiliary Surgery, Xinqiao Hospital, Third Military Medical University, Chongqing, China
| | - Jiaping Li
- Department of Interventional Radiology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiaoli Zhu
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jianbing Wu
- Department of Oncology, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Chunqing Zhang
- Department of Gastroenterology and Hepatology, Shandong Province Hospital Affiliated to Shandong University, Jinan, China
| | - Weidong Gong
- Department of Interventional Radiology, Tangdu Hospital, Fourth Military Medical University, Xi’an, China
| | - Zixiang Li
- Interventional Medical Centre of the Affiliated Hospital of Qingdao University, Qingdao, China
| | - Zhengyu Lin
- Department of Interventional Radiology, the First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Tao Xu
- Department of Infectious Diseases, the 910 Hospital of the Chinese People’s Liberation Army Joint Logistic Support Force, Quanzhou, China
| | - Tao Yin
- Department of Hepatic & Biliary & Pancreatic Surgery, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Rodolphe Anty
- Department of Gastroenterology and Hepatology, Hôpital Universitaire de l’Archet Nice, France
| | - Jinlong Song
- Department of Interventional Therapy, Shandong Tumor Hospital, Jinan, China
| | - Haibin Shi
- Department of Interventional Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Guoliang Shao
- Department of Radiology, Zhejiang Cancer Hospital, Hangzhou, China
| | - Weixin Ren
- Department of Interventional Radiology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Yongjin Zhang
- Department of Interventional Radiology and Vascular Surgery, Hunan Provincial People’s Hospital, Changsha, China
| | - Shufa Yang
- Department of Interventional Radiology, The Affiliated Tumor Hospital of Xinjiang Medical University, Urumqi, China
| | - Yanbo Zheng
- Department of Interventional Radiology, Yantai Yuhuangding Hospital, Yantai, China
| | - Jian Xu
- Department of Medical Imaging, Nanjing General Hospital of the Nanjing Military Command, Nanjing, China
| | - Wenhui Wang
- Department of Interventional Medicine, The First Affiliated Hospital of Lanzhou University, Lanzhou, China
| | - Xu Zhu
- Department of Interventional Radiology, Peking University Cancer Hospital, Beijing, China
| | - Ying Fu
- Department of Hepatobiliary Surgery, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Chang Liu
- Department of Liver Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Apichat Kaewdech
- Gastroenterology and Hepatology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Rong Ding
- Department of Minimally Invasive International Therapy, The Third Affiliated Hospital of Kunming University, Tumor Hospital of Yunnan Province, Kunming, China
| | - Jie Zheng
- Department of Interventional Radiology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Shuaiwei Liu
- Department of Infectious Disease, General Hospital of Ningxia Medical University, Yinchuan, China
| | - Hui Yu
- Department of Interventional Radiology, Jiangsu Provincial Cancer Hospital, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, China
| | - Lin Zheng
- Department of Interventional Radiology, The Affiliated Cancer Hospital of Zhengzhou University, Zhengzhou, China
| | - Nan You
- Department of Hepatobiliary Surgery, Xinqiao Hospital, Third Military Medical University, Chongqing, China
| | - Wenzhe Fan
- Department of Interventional Radiology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Shuai Zhang
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Long Feng
- Department of Oncology, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Guangchuan Wang
- Department of Gastroenterology and Hepatology, Shandong Province Hospital Affiliated to Shandong University, Jinan, China
| | - Peng Zhang
- Department of Interventional Radiology, Tangdu Hospital, Fourth Military Medical University, Xi’an, China
- Department of Digestive Medicine, Xi’an No.3 Hospital, Xi’an, China
| | - Xueda Li
- Interventional Medical Centre of the Affiliated Hospital of Qingdao University, Qingdao, China
| | - Jian Chen
- Department of Interventional Radiology, the First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Feng Zhang
- Department of Hepatic & Biliary & Pancreatic Surgery, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Wenbo Shao
- Department of Interventional Therapy, Shandong Tumor Hospital, Jinan, China
| | - Weizhong Zhou
- Department of Interventional Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Hui Zeng
- Department of Radiology, Zhejiang Cancer Hospital, Hangzhou, China
| | - Gengfei Cao
- Department of Interventional Radiology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Wukui Huang
- Department of Interventional Radiology, The Affiliated Tumor Hospital of Xinjiang Medical University, Urumqi, China
| | - Wenjin Jiang
- Department of Interventional Radiology, Yantai Yuhuangding Hospital, Yantai, China
| | - Wen Zhang
- Department of Medical Imaging, Nanjing General Hospital of the Nanjing Military Command, Nanjing, China
| | - Lei Li
- Department of Interventional Medicine, The First Affiliated Hospital of Lanzhou University, Lanzhou, China
| | - Aiwei Feng
- Department of Interventional Radiology, Peking University Cancer Hospital, Beijing, China
| | - Enxin Wang
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Medical Affairs, Air Force Hospital of Western Theater Command, Chengdu, China
| | - Zhexuan Wang
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
| | - Dandan Han
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of General Surgery, The Southern Theater Air Force Hospital, Guangzhou, China
| | - Yong Lv
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
| | - Jun Sun
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
| | - Bincheng Ren
- Department of Rheumatology and Immunology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Linying Xia
- Department of Cardiology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Xiaomei Li
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, Digestive Diseases Hospital, Xi’an International Medical Center Hospital, Northwest University, Xi’an, China
| | - Jie Yuan
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, Digestive Diseases Hospital, Xi’an International Medical Center Hospital, Northwest University, Xi’an, China
| | - Zhengyu Wang
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, Digestive Diseases Hospital, Xi’an International Medical Center Hospital, Northwest University, Xi’an, China
| | - Bohan Luo
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, Digestive Diseases Hospital, Xi’an International Medical Center Hospital, Northwest University, Xi’an, China
| | - Kai Li
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
| | - Wengang Guo
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, Digestive Diseases Hospital, Xi’an International Medical Center Hospital, Northwest University, Xi’an, China
| | - Zhanxin Yin
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, Digestive Diseases Hospital, Xi’an International Medical Center Hospital, Northwest University, Xi’an, China
| | - Yan Zhao
- Department of Liver Diseases and Interventional Radiology, Digestive Diseases Hospital, Xi’an International Medical Center Hospital, Northwest University, Xi’an, China
| | - Jielai Xia
- Department of Health Statistics, Fourth Military Medical University, Xi’an, China
| | - Daiming Fan
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
| | - Kaichun Wu
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
| | - Dominik Bettinger
- Department of Medicine II, University Medical Center Freiburg, Freiburg, Germany
| | - Arndt Vogel
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
- Division of Gastroenterology and Hepatology, Toronto General Hospital Medical Oncology, Princess Margaret Cancer Centre, Schwartz Reisman Liver Research Centre, Toronto, Canada
| | - Guohong Han
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, Digestive Diseases Hospital, Xi’an International Medical Center Hospital, Northwest University, Xi’an, China
| | - China HCC-TACE study group
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, National Clinical Research Centre for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi’an, China
- Department of Liver Diseases and Interventional Radiology, Digestive Diseases Hospital, Xi’an International Medical Center Hospital, Northwest University, Xi’an, China
- Department of Cardiology, Tangdu Hospital, Fourth Military Medical University, Xi’an, China
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
- Department of Gastroenterology and Hepatology, Hôpital Saint-Joseph, Marseille, France
- Department of Diagnostic and Interventional Radiology, University Medical Center of the Johannes Gutenberg University Mainz, Langenbeckst, Mainz, Germany
- Department for Interventional Radiology, University Hospital of Lübeck, Ratzeburger Allee 160, Lübeck, Germany
- Department of Hepatobiliary Surgery, Southwest Hospital, Third Military Medical University, Chongqing, China
- Department of Liver Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Gastroenterology and Hepatology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
- Department of Hepatobiliary and Pancreatic Interventional Cancer, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Department of Minimally Invasive International Therapy, The Third Affiliated Hospital of Kunming University, Tumor Hospital of Yunnan Province, Kunming, China
- Department of Interventional Radiology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Department of Infectious Disease, General Hospital of Ningxia Medical University, Yinchuan, China
- Department of Interventional Radiology, Jiangsu Provincial Cancer Hospital, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, China
- Department of Interventional Radiology, The Affiliated Cancer Hospital of Zhengzhou University, Zhengzhou, China
- Department of Interventional Radiology, The Affiliated Hospital of Nantong University, Nantong, China
- Department of Gastroenterology and Hepatology, Centre Hospitalo-Universitaire de Nancy, France
- Department of Hepatobiliary Surgery, Xinqiao Hospital, Third Military Medical University, Chongqing, China
- Department of Interventional Radiology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
- Department of Oncology, The Second Affiliated Hospital of Nanchang University, Nanchang, China
- Department of Gastroenterology and Hepatology, Shandong Province Hospital Affiliated to Shandong University, Jinan, China
- Department of Interventional Radiology, Tangdu Hospital, Fourth Military Medical University, Xi’an, China
- Interventional Medical Centre of the Affiliated Hospital of Qingdao University, Qingdao, China
- Department of Interventional Radiology, the First Affiliated Hospital of Fujian Medical University, Fuzhou, China
- Department of Infectious Diseases, the 910 Hospital of the Chinese People’s Liberation Army Joint Logistic Support Force, Quanzhou, China
- Department of Hepatic & Biliary & Pancreatic Surgery, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Department of Gastroenterology and Hepatology, Hôpital Universitaire de l’Archet Nice, France
- Department of Interventional Therapy, Shandong Tumor Hospital, Jinan, China
- Department of Interventional Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Department of Radiology, Zhejiang Cancer Hospital, Hangzhou, China
- Department of Interventional Radiology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- Department of Interventional Radiology and Vascular Surgery, Hunan Provincial People’s Hospital, Changsha, China
- Department of Interventional Radiology, The Affiliated Tumor Hospital of Xinjiang Medical University, Urumqi, China
- Department of Interventional Radiology, Yantai Yuhuangding Hospital, Yantai, China
- Department of Medical Imaging, Nanjing General Hospital of the Nanjing Military Command, Nanjing, China
- Department of Interventional Medicine, The First Affiliated Hospital of Lanzhou University, Lanzhou, China
- Department of Interventional Radiology, Peking University Cancer Hospital, Beijing, China
- Department of Digestive Medicine, Xi’an No.3 Hospital, Xi’an, China
- Department of Medical Affairs, Air Force Hospital of Western Theater Command, Chengdu, China
- Department of General Surgery, The Southern Theater Air Force Hospital, Guangzhou, China
- Department of Rheumatology and Immunology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
- Department of Cardiology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- Department of Health Statistics, Fourth Military Medical University, Xi’an, China
- Department of Medicine II, University Medical Center Freiburg, Freiburg, Germany
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
- Division of Gastroenterology and Hepatology, Toronto General Hospital Medical Oncology, Princess Margaret Cancer Centre, Schwartz Reisman Liver Research Centre, Toronto, Canada
| |
Collapse
|
13
|
Xiang D, Liu J, Wang Y, Hu D, Zhang C, Zeng T, Jiang W, Liang X, Dong W, Sun W, Xu L, Li H, Shi Y, Zhang J, Liu H, Ding J. Oncofetal MCB1 Is a Functional Biomarker for HCC Personalized Therapy. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2401228. [PMID: 39402741 PMCID: PMC11615823 DOI: 10.1002/advs.202401228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 08/21/2024] [Indexed: 12/06/2024]
Abstract
Hepatocellular carcinoma (HCC) is one of the leading causes of cancer-related death worldwide and lacks biomarkers for personalized therapy. Herein, it is reported that MCB1 could be a novel oncofetal protein that is upregulated in the preneoplastic lesions and serum of early HCC patients. Functional studies reveal that MCB1 modulated p53 protein degradation to promote T-IC generation and drive HCC initiation. Furthermore, the MCB1/p53 axis is shown to determine the responses of hepatoma cells to conventional chemotherapeutics and predict transcatheter arterial chemoembolization (TACE) benefits in patients. Importantly, MCB1 can mediate sorafenib/lenvatinib resistance by downregulating two essential drug targets fibroblast growth factor receptor 1 (FGFR1) and vascular endothelial growth factor receptor 3 (VEGFR3) expression in a proteasome-dependent manner. Patient-derived tumor organoids (PDOs), patient-derived xenografts (PDXs), and patient cohorts analysis suggested that MCB1 levels in HCCs may determine the distinct responses to conventional therapeutics and targeted drugs. Furthermore, treatment of targeted drugs-resistant HCC with adeno-associated virus (AAV) targeting MCB1 or a proteasome inhibitor restores targeted drug response, suggesting their clinical significance in HCC combinational therapy. In conclusion, these findings demonstrate that MCB1 could act as a driver for HCC initiation, a contributor to drug resistance, and a biomarker for individualized HCC therapy.
Collapse
Affiliation(s)
- Daimin Xiang
- Clinical Cancer InstituteCenter for Translational MedicineNaval Military Medical UniversityShanghai200433China
- Medical Innovation CenterShanghai East HospitalSchool of MedicineTongji UniversityShanghai200120China
- Institute of Hepatobiliary and Pancreatic SurgeryDepartment of Hepatobiliary and Pancreatic SurgeryShanghai East HospitalSchool of MedicineTongji UniversityShanghai200120China
| | - Junyu Liu
- Clinical Cancer InstituteCenter for Translational MedicineNaval Military Medical UniversityShanghai200433China
| | - Yichuan Wang
- Clinical Cancer InstituteCenter for Translational MedicineNaval Military Medical UniversityShanghai200433China
| | - Dingtao Hu
- Clinical Cancer InstituteCenter for Translational MedicineNaval Military Medical UniversityShanghai200433China
| | - Cheng Zhang
- National Center for Liver CancerNaval Military Medical UniversityShanghai200433China
| | - Tanlun Zeng
- Clinical Cancer InstituteCenter for Translational MedicineNaval Military Medical UniversityShanghai200433China
| | - Weiqi Jiang
- National Center for Liver CancerNaval Military Medical UniversityShanghai200433China
| | - Xijun Liang
- Clinical Cancer InstituteCenter for Translational MedicineNaval Military Medical UniversityShanghai200433China
| | - Wei Dong
- Department of PathologyThird Affiliated Hospital of Naval Military Medical UniversityShanghai200438China
| | - Wen Sun
- National Center for Liver CancerNaval Military Medical UniversityShanghai200433China
| | - Li Xu
- Department of Liver SurgeryCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhou510060China
| | - Hengyu Li
- Department of Breast and Thyroid SurgeryChanghai HospitalNaval Military Medical UniversityShanghai200433China
| | - Yihai Shi
- Department of GastroenterologyShanghai Pudong New Area Gongli HospitalShanghai200135China
| | - Jian Zhang
- The State Key Laboratory of Cancer BiologyDepartment of Biochemistry and Molecular BiologyThe Fourth Military Medical UniversityXi'an710032China
| | - Hui Liu
- Department of Hepatic SurgeryThird Affiliated Hospital of Naval Military Medical UniversityShanghai200438China
| | - Jin Ding
- Clinical Cancer InstituteCenter for Translational MedicineNaval Military Medical UniversityShanghai200433China
- National Center for Liver CancerNaval Military Medical UniversityShanghai200433China
| |
Collapse
|
14
|
Cao YZ, Pan JY, Zheng GL, An C, Zuo MX. Hepatic arterial infusion chemotherapy combined with systemic therapy sequentially or simultaneously for advanced hepatocellular carcinoma. Cancer Immunol Immunother 2024; 74:24. [PMID: 39540963 PMCID: PMC11564491 DOI: 10.1007/s00262-024-03872-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2024] [Accepted: 10/29/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND AND AIMS The goal of this study was to compare the efficacy and safety of hepatic arterial infusion chemotherapy (HAIC) combined with targeted therapy and PD-(L)1 blockade (triple therapy), either sequentially (SE) or simultaneously (SI), in the treatment of Barcelona Clinic Liver Cancer (BCLC) stage C hepatocellular carcinoma (HCC). APPROACH AND RESULTS From January 1, 2018, to June 1, 2022, 575 patients with BCLC stage C HCC who underwent SE or SI triple therapy were retrospectively enrolled. Propensity score matching (PSM; 1:1) was performed to eliminate possible confounder imbalances across cohorts. We used the Kaplan-Meier method and a log-rank test to compare the overall survival (OS) and progression-free survival (PFS) rates between the SI and SE groups. The tumor response and the incidence of adverse events (AEs) were reported. After PSM, 182 patients in each of the two groups were matched. The median OS in the SI group was significantly longer than that in the SE group (28.8 vs. 16.1 months; P = 0.002), and the median PFS was significantly improved in the SI versus SE group (9.6 vs. 7.0 months; P = 0.01). The objective response rate based on the mRECIST was higher in the SI group (58% vs. 37%; P < 0.001). The total incidences of grade 3-4 AEs were 111/182 (60.9%) and 128/182 (70.3%) in the SE and SI groups, respectively. No grade 5 AEs were reported in either group. CONCLUSIONS Simultaneous HAIC plus targeted therapy and PD-(L)1 blockade significantly improved outcomes compared to the sequential regimen in patients with BCLC stage C HCC, with no unexpected AEs. CLINICAL RELEVANCE STATEMENT The patients who received hepatic arterial infusion chemotherapy combined with targeted therapy and PD-(L)1 blockade simultaneously have a better prognosis than those who received it sequentially.
Collapse
Affiliation(s)
- Yu-Zhe Cao
- Department of Minimally Invasive Interventional Radiology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangzhou, People's Republic of China
- Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, People's Republic of China
| | - Jia-Yu Pan
- Department of Minimally Invasive Interventional Radiology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangzhou, People's Republic of China
- Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, People's Republic of China
| | - Guang-Lei Zheng
- Department of Minimally Invasive Interventional Radiology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangzhou, People's Republic of China
- Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, People's Republic of China
| | - Chao An
- Department of Minimally Invasive Interventional Radiology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, People's Republic of China.
- State Key Laboratory of Oncology in South China, Guangzhou, People's Republic of China.
- Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, People's Republic of China.
| | - Meng-Xuan Zuo
- Department of Minimally Invasive Interventional Radiology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, People's Republic of China.
- State Key Laboratory of Oncology in South China, Guangzhou, People's Republic of China.
- Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, People's Republic of China.
| |
Collapse
|
15
|
Rebillard E, De Abreu N, Buchard B, Muti L, Boulin M, Pereira B, Magnin B, Abergel A. AFP-DIAM Score to Predict Survival in Patients with Hepatocellular Carcinoma Before TACE: A French Multicenter Study. Dig Dis Sci 2024; 69:4259-4267. [PMID: 39322806 DOI: 10.1007/s10620-024-08639-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 09/05/2024] [Indexed: 09/27/2024]
Abstract
BACKGROUND Transarterial chemoembolization (TACE) is recommended as a palliative treatment for patients of the B stage of the Barcelona Clinic Liver Cancer (BCLC) classification. AIMS To identify clinical, biological, and radiological predictors of survival in patients undergoing TACE and develop a pre-therapeutic prognostic score. METHODS 191 adult cirrhotic patients treated for HCC with TACE at the University Hospital (UH) of Clermont-Ferrand (France) from 2007-2017 were retrospectively included. We investigated the impact of baseline liver function, patient characteristics, and tumor burden on overall survival and developed a prognostic score. RESULTS Patients had a median age of 66 years and 126 patients were Child A. The AFP-DIAM score distinguishes two groups with a significant difference in survival time (median OS 28.3 months in patients with a score = 0 versus 17.7 months in patients with a score > 0). AFP-DIAM was validated on an external cohort, is well calibrated, and has the best discrimination capacity (C-index) as compared to NIACE, HAP, STATE, and SIX TO TWELVE. AFP-DIAM and SIX TO TWELVE are the more easy-to-use scores. When AFP-DIAM and the SIX TO TWELVE scores were tested in the same statistical model, results confirmed a better AFP-DIAM performance. CONCLUSIONS The AFP-DIAM is an easy-to-use score which allows to distinguish two groups with different prognosis before the first TACE session. Its use could provide further support to BCLC system to guide the therapeutic strategy of patients with HCC.
Collapse
Affiliation(s)
- Estelle Rebillard
- Médecine Digestive et Hépato-Biliaire, Centre Hospitalier Universitaire de Clermont-Ferrand, 1 Place Lucie et Raymond Aubrac, 63003, Clermont-Ferrand Cedex 1, France
| | - Nicolas De Abreu
- Radiologie, Centre Hospitalier Universitaire de Clermont-Ferrand, Clermont-Ferrand, France
| | - Benjamin Buchard
- Médecine Digestive et Hépato-Biliaire, Centre Hospitalier Universitaire de Clermont-Ferrand, 1 Place Lucie et Raymond Aubrac, 63003, Clermont-Ferrand Cedex 1, France
| | - Léon Muti
- Médecine Digestive et Hépato-Biliaire, Centre Hospitalier Universitaire de Clermont-Ferrand, 1 Place Lucie et Raymond Aubrac, 63003, Clermont-Ferrand Cedex 1, France
| | - Mathieu Boulin
- Pharmacie, Centre Hospitalier Universitaire de Dijon, Dijon, France
| | - Bruno Pereira
- Direction de la Recherche Clinique et Innovation, Centre Hospitalier Universitaire de Clermont-Ferrand, Clermont-Ferrand, France
| | - Benoit Magnin
- Radiologie, Centre Hospitalier Universitaire de Clermont-Ferrand, Clermont-Ferrand, France
| | - Armand Abergel
- Médecine Digestive et Hépato-Biliaire, Centre Hospitalier Universitaire de Clermont-Ferrand, 1 Place Lucie et Raymond Aubrac, 63003, Clermont-Ferrand Cedex 1, France.
- Radiologie, Centre Hospitalier Universitaire de Clermont-Ferrand, Clermont-Ferrand, France.
- Pharmacie, Centre Hospitalier Universitaire de Dijon, Dijon, France.
- Direction de la Recherche Clinique et Innovation, Centre Hospitalier Universitaire de Clermont-Ferrand, Clermont-Ferrand, France.
- Université Clermont Auvergne, CHU, CNRS, Clermont Auvergne INP, Institut Pascal, 63000, Clermont-Ferrand, France.
| |
Collapse
|
16
|
Bartnik K, Bartczak T, Krzyziński M, Korzeniowski K, Lamparski K, Węgrzyn P, Lam E, Bartkowiak M, Wróblewski T, Mech K, Januszewicz M, Biecek P. WAW-TACE: A Hepatocellular Carcinoma Multiphase CT Dataset with Segmentations, Radiomics Features, and Clinical Data. Radiol Artif Intell 2024; 6:e240296. [PMID: 39441110 PMCID: PMC11605144 DOI: 10.1148/ryai.240296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 08/30/2024] [Accepted: 10/10/2024] [Indexed: 10/25/2024]
Abstract
The WAW-TACE dataset contains baseline multiphase abdominal CT images from 233 treatment-naive patients with hepatocellular carcinoma treated with transarterial chemoembolization and includes 377 handcrafted liver tumor masks, automated segmentations of multiple internal organs, extracted radiomics features, and corresponding extensive clinical data. The dataset can be accessed at https://zenodo.org/records/12741586 .
Collapse
Affiliation(s)
- Krzysztof Bartnik
- From the Second Department of Radiology (K.B., K.K., K.L., P.W., M.J.), Department of General, Transplant and Liver Surgery (M.B., T.W.), and Department of General, Gastroenterological and Oncological Surgery (K.M.), Medical University of Warsaw, Banacha 1a, 02-097 Warsaw, Poland; Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland (T.B., M.K., P.B.); and Ottawa Hospital Research Institute, Ottawa, Canada (E.L.)
| | - Tomasz Bartczak
- From the Second Department of Radiology (K.B., K.K., K.L., P.W., M.J.), Department of General, Transplant and Liver Surgery (M.B., T.W.), and Department of General, Gastroenterological and Oncological Surgery (K.M.), Medical University of Warsaw, Banacha 1a, 02-097 Warsaw, Poland; Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland (T.B., M.K., P.B.); and Ottawa Hospital Research Institute, Ottawa, Canada (E.L.)
| | - Mateusz Krzyziński
- From the Second Department of Radiology (K.B., K.K., K.L., P.W., M.J.), Department of General, Transplant and Liver Surgery (M.B., T.W.), and Department of General, Gastroenterological and Oncological Surgery (K.M.), Medical University of Warsaw, Banacha 1a, 02-097 Warsaw, Poland; Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland (T.B., M.K., P.B.); and Ottawa Hospital Research Institute, Ottawa, Canada (E.L.)
| | - Krzysztof Korzeniowski
- From the Second Department of Radiology (K.B., K.K., K.L., P.W., M.J.), Department of General, Transplant and Liver Surgery (M.B., T.W.), and Department of General, Gastroenterological and Oncological Surgery (K.M.), Medical University of Warsaw, Banacha 1a, 02-097 Warsaw, Poland; Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland (T.B., M.K., P.B.); and Ottawa Hospital Research Institute, Ottawa, Canada (E.L.)
| | - Krzysztof Lamparski
- From the Second Department of Radiology (K.B., K.K., K.L., P.W., M.J.), Department of General, Transplant and Liver Surgery (M.B., T.W.), and Department of General, Gastroenterological and Oncological Surgery (K.M.), Medical University of Warsaw, Banacha 1a, 02-097 Warsaw, Poland; Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland (T.B., M.K., P.B.); and Ottawa Hospital Research Institute, Ottawa, Canada (E.L.)
| | - Piotr Węgrzyn
- From the Second Department of Radiology (K.B., K.K., K.L., P.W., M.J.), Department of General, Transplant and Liver Surgery (M.B., T.W.), and Department of General, Gastroenterological and Oncological Surgery (K.M.), Medical University of Warsaw, Banacha 1a, 02-097 Warsaw, Poland; Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland (T.B., M.K., P.B.); and Ottawa Hospital Research Institute, Ottawa, Canada (E.L.)
| | - Eric Lam
- From the Second Department of Radiology (K.B., K.K., K.L., P.W., M.J.), Department of General, Transplant and Liver Surgery (M.B., T.W.), and Department of General, Gastroenterological and Oncological Surgery (K.M.), Medical University of Warsaw, Banacha 1a, 02-097 Warsaw, Poland; Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland (T.B., M.K., P.B.); and Ottawa Hospital Research Institute, Ottawa, Canada (E.L.)
| | - Mateusz Bartkowiak
- From the Second Department of Radiology (K.B., K.K., K.L., P.W., M.J.), Department of General, Transplant and Liver Surgery (M.B., T.W.), and Department of General, Gastroenterological and Oncological Surgery (K.M.), Medical University of Warsaw, Banacha 1a, 02-097 Warsaw, Poland; Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland (T.B., M.K., P.B.); and Ottawa Hospital Research Institute, Ottawa, Canada (E.L.)
| | - Tadeusz Wróblewski
- From the Second Department of Radiology (K.B., K.K., K.L., P.W., M.J.), Department of General, Transplant and Liver Surgery (M.B., T.W.), and Department of General, Gastroenterological and Oncological Surgery (K.M.), Medical University of Warsaw, Banacha 1a, 02-097 Warsaw, Poland; Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland (T.B., M.K., P.B.); and Ottawa Hospital Research Institute, Ottawa, Canada (E.L.)
| | - Katarzyna Mech
- From the Second Department of Radiology (K.B., K.K., K.L., P.W., M.J.), Department of General, Transplant and Liver Surgery (M.B., T.W.), and Department of General, Gastroenterological and Oncological Surgery (K.M.), Medical University of Warsaw, Banacha 1a, 02-097 Warsaw, Poland; Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland (T.B., M.K., P.B.); and Ottawa Hospital Research Institute, Ottawa, Canada (E.L.)
| | - Magdalena Januszewicz
- From the Second Department of Radiology (K.B., K.K., K.L., P.W., M.J.), Department of General, Transplant and Liver Surgery (M.B., T.W.), and Department of General, Gastroenterological and Oncological Surgery (K.M.), Medical University of Warsaw, Banacha 1a, 02-097 Warsaw, Poland; Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland (T.B., M.K., P.B.); and Ottawa Hospital Research Institute, Ottawa, Canada (E.L.)
| | - Przemysław Biecek
- From the Second Department of Radiology (K.B., K.K., K.L., P.W., M.J.), Department of General, Transplant and Liver Surgery (M.B., T.W.), and Department of General, Gastroenterological and Oncological Surgery (K.M.), Medical University of Warsaw, Banacha 1a, 02-097 Warsaw, Poland; Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland (T.B., M.K., P.B.); and Ottawa Hospital Research Institute, Ottawa, Canada (E.L.)
| |
Collapse
|
17
|
Lu SY, Sun HY, Zhou Y, Luo X, Liu S, Zhou WZ, Shi HB, Yang W, Tian W. Prognosis of Patients with Hepatocellular Carcinoma Treated with TACE: A New Score Combining Alpha-Fetoprotein and Des-γ-Carboxy Prothrombin. J Hepatocell Carcinoma 2024; 11:1979-1992. [PMID: 39465043 PMCID: PMC11512524 DOI: 10.2147/jhc.s481393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 10/15/2024] [Indexed: 10/29/2024] Open
Abstract
Purpose Hepatocellular carcinoma (HCC) represents a significant global health problem, requiring precise prognostic tools for optimal treatment stratification. This study aimed to develop a new risk prediction score, called AD score, based on the serum markers alpha-fetoprotein (AFP) and des-γ-carboxy prothrombin (DCP), to offer an objective and accurate preoperative assessment of HCC in patients undergoing transarterial chemoembolization (TACE). Patients and Methods This was a retrospective study that included 295 HCC patients who were subjected to TACE (training set, n=147; testing set, n=148). Serum AFP and DCP levels were log-transformed to construct the AD score. Multivariate Cox regression analysis on cirrhosis subgroups validated the objectivity of the model. Performance comparison of established models (Child Pugh, BCLC, ALBI, Up-to-seven, Six-and-twelve, Four and seven, HAP score, mHAP-II, FAIL-T score), was assessed through time-dependent receiver operating characteristic (ROC) curves and risk stratification. Results The AD score, incorporating lgAFP and lgDCP, demonstrated superior predictive accuracy than the existing models. Time-dependent ROC curve revealed the consistent superiority of the AD score over a 5-year period. The risk stratification into low, intermediate, and high group based on the AD score showed a significant survival difference in both training and testing set. Conclusion For HCC patients undergoing TACE, the AD score serves as an objective and straightforward prognostic tool, enhancing predictive accuracy and showcasing its clinical utility. It demonstrates potential significance as a crucial addition to preoperative risk assessment for TACE.
Collapse
Affiliation(s)
- Shang-Yu Lu
- Department of Interventional Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Han-Yao Sun
- Department of Interventional Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Yan Zhou
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Xi Luo
- The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
| | - Sheng Liu
- Department of Interventional Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Wei-Zhong Zhou
- Department of Interventional Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Hai-Bin Shi
- Department of Interventional Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Wei Yang
- Department of Interventional Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Wei Tian
- Department of Interventional Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, People’s Republic of China
| |
Collapse
|
18
|
Liu K, Zheng X, Dai J, Hou C, Lu D, Zhao B, Yin S, Wang G, Cao Q, Jiang B, Gao S, Huang X, Xie J, Zhang Y, Li S, Zhang A, Yang W, Wang S, Tan Y, Shi W, Lv W, Wu X. Prognostic Evaluation for Hepatocellular Carcinoma with Portal Vein Tumor Thrombus Patients Treated with Transarterial Chemoembolization Plus Molecular Targeted Therapies-Development and Validation of the ABPS Score. Acad Radiol 2024; 31:4034-4044. [PMID: 38508935 DOI: 10.1016/j.acra.2024.02.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 02/22/2024] [Accepted: 02/24/2024] [Indexed: 03/22/2024]
Abstract
RATIONALE AND OBJECTIVES Transarterial chemoembolization (TACE) plus molecular targeted therapies has emerged as the main approach for treating hepatocellular carcinoma (HCC) with portal vein tumor thrombus (PVTT). A robust model for outcome prediction and risk stratification of recommended TACE plus molecular targeted therapies candidates is lacking. We aimed to develop an easy-to-use tool specifically for these patients. METHODS A retrospective analysis was conducted on 384 patients with HCC and PVTT who underwent TACE plus molecular targeted therapies at 16 different institutions. We developed and validated a new prognostic score which called ABPS score. Additionally, an external validation was performed on data from 200 patients enrolled in a prospective cohort study. RESULTS The ABPS score (ranging from 0 to 3 scores), which involves only Albumin-bilirubin (ALBI, grade 1: 0 score; grade 2: 1 score), PVTT(I-II type: 0 score; III-IV type: 1 score), and systemic-immune inflammation index (SII,<550 × 1012: 0 score; ≥550 × 1012: 1 score). Patients were categorized into three risk groups based on their ABPS score: ABPS-A, B, and C (scored 0, 1-2, and 3, respectively). The concordance index (C-index) of the ABPS scoring system was calculated to be 0.802, significantly outperforming the HAP score (0.758), 6-12 (0.712), Up to 7 (0.683), and ALBI (0.595) scoring systems (all P < 0.05). These research findings were further validated in the external validation cohorts. CONCLUSION The ABPS score demonstrated a strong association with survival outcomes and radiological response in patients undergoing TACE plus molecular targeted therapy for HCC with PVTT. The ABPS scoring system could serve as a valuable tool to guide treatment selection for these patients.
Collapse
Affiliation(s)
- Kaicai Liu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China; Department of Interventional Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences & Medicine, University of Science & Technology of China, Hefei 230001, China
| | - Xiaomin Zheng
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Jiaying Dai
- Department of Interventional Radiology, Anqing Municipal Hospital, Anqing 246000, Anhui, China
| | - Changlong Hou
- Department of Interventional Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences & Medicine, University of Science & Technology of China, Hefei 230001, China
| | - Dong Lu
- Department of Interventional Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences & Medicine, University of Science & Technology of China, Hefei 230001, China
| | - Bensheng Zhao
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Shiwu Yin
- Department of Interventional Radiology, Second People's Hospital of Hefei, Hefei 230011, Anhui, China
| | - Guoxiang Wang
- Department of Interventional Radiology, The First Affiliated Hospital of Wannan Medical College, Wuhu 241000, China
| | - Qisheng Cao
- Department of Interventional Radiology, Maanshan City People's Hospital, Maanshan 243000, Anhui, China
| | - Bo Jiang
- Department of Interventional Ultrasound, The Second Affiliated Hospital, Anhui Medical University, Hefei 230022, Anhui, China
| | - Songxue Gao
- Department of Radiology, Wan Bei General Hospital of Wanbei Coal power Group, Suzhou 236600, Anhui, China
| | - Xudong Huang
- Department of Interventional Radiology, Affiliated Hospital of Anhui University of Science and Technology, Huainan 232001, Anhui, China
| | - Jun Xie
- Department of Radiology, Fuyang People's Hospital, Fuyang 236600, Anhui, China
| | - Yudong Zhang
- Department of Interventional Radiology, Hefei First People's Hospital, Hefei 230061, Anhui, China
| | - Shuangsheng Li
- Department of Interventional Radiology, Bozhou People's Hospital, Bozhou 236800, Anhui, China
| | - Aiwu Zhang
- Department of Interventional Radiology, Xinhua Hospital of Huainan Xinhua Medical Group, Huainan 232052, Anhui, China
| | - Wei Yang
- Department of Interventional Radiology, The First People's Hospital of Chuzhou, Huainan 239499, Anhui, China
| | - Song Wang
- Department of Interventional Radiology,Fuyang Cancer Hospital, Fuyang 236600, Anhui, China
| | - Yulin Tan
- Department of Interventional Radiology, The First Affiliated Hospital of Bengbu Medical University, Bengbu 233000, China
| | - Wanyin Shi
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Weifu Lv
- Department of Interventional Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences & Medicine, University of Science & Technology of China, Hefei 230001, China
| | - Xingwang Wu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China.
| |
Collapse
|
19
|
Zhou MT, Zhang P, Mao Q, Wei XQ, Yang L, Zhang XM. Current research status of transarterial therapies for hepatocellular carcinoma. World J Gastrointest Oncol 2024; 16:3752-3760. [PMID: 39350995 PMCID: PMC11438772 DOI: 10.4251/wjgo.v16.i9.3752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 05/22/2024] [Accepted: 05/30/2024] [Indexed: 09/09/2024] Open
Abstract
With continuous advancements in interventional radiology, considerable progress has been made in transarterial therapies for hepatocellular carcinoma (HCC) in recent years, and an increasing number of research papers on transarterial therapies for HCC have been published. In this editorial, we comment on the article by Ma et al published in the recent issue of the World Journal of Gastro intestinal Oncology: "Efficacy and predictive factors of transarterial chemoembolization combined with lenvatinib plus programmed cell death protein-1 inhibition for unresectable HCC". We focus specifically on the current research status and future directions of transarterial therapies. In the future, more studies are needed to determine the optimal transarterial local treatment for HCC. With the emergence of checkpoint immunotherapy modalities, it is expected that the results of trials of transarterial local therapy combined with systemic therapy will bring new hope to HCC patients.
Collapse
Affiliation(s)
- Mao-Ting Zhou
- Department of Radiology, Interventional Medical Center, Science and Technology Innovation Center, The Affiliated Hospital of North Sichuan Medical College, Nanchong 637000, Sichuan Province, China
| | - Peng Zhang
- Department of Radiology, Interventional Medical Center, Science and Technology Innovation Center, The Affiliated Hospital of North Sichuan Medical College, Nanchong 637000, Sichuan Province, China
| | - Qi Mao
- Department of Radiology, Interventional Medical Center, Science and Technology Innovation Center, The Affiliated Hospital of North Sichuan Medical College, Nanchong 637000, Sichuan Province, China
| | - Xiao-Qin Wei
- School of Medical Imaging, North Sichuan Medical College, Nanchong 637000, Sichuan Province, China
| | - Lin Yang
- Department of Radiology, Interventional Medical Center, Science and Technology Innovation Center, The Affiliated Hospital of North Sichuan Medical College, Nanchong 637000, Sichuan Province, China
| | - Xiao-Ming Zhang
- Department of Radiology, Interventional Medical Center, Science and Technology Innovation Center, The Affiliated Hospital of North Sichuan Medical College, Nanchong 637000, Sichuan Province, China
| |
Collapse
|
20
|
Zhou TY, Tao GF, Zhou GH, Zhang YL, Zhu TY, Chen SQ, Wang HL, Wang BQ, Jing L, Chen F. Comparison of drug-eluting bead with conventional transcatheter arterial chemoembolization for hepatocellular carcinoma with portal vein tumor thrombus: a randomized clinical trial. Int J Surg 2024; 110:5527-5537. [PMID: 38775550 PMCID: PMC11392094 DOI: 10.1097/js9.0000000000001691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 05/12/2024] [Indexed: 09/15/2024]
Abstract
BACKGROUND Drug-eluting bead transarterial chemoembolization (DEB-TACE) has shown efficacy for treating hepatocellular carcinoma (HCC) with portal vein tumor thrombus (PVTT). However, whether DEB-TACE is superior to conventional TACE (cTACE) remains unclear. OBJECTIVE This randomized controlled trial aimed to compare the efficacy and safety of DEB-TACE versus cTACE in treating HCC with PVTT. METHODS The study was conducted at a tertiary care center in Southeast China. HCC patients with PVTT were randomized at a 1:1 ratio into the DEB-TACE or cTACE groups. The primary endpoint was progression-free survival (PFS), and the secondary endpoints were overall survival (OS) and the incidence of adverse events (AEs). An independent review committee assessed the radiologic response according to the modified Response Evaluation Criteria in Solid Tumors (mRECIST). AEs were assessed by the Common Terminology Criteria for Adverse Events (CTCAE) version 4.0. Systemic therapies were not restricted. RESULTS Between September 2018 and July 2020, 163 patients were randomized to undergo DEB-TACE ( n =82) or cTACE ( n =81). Nine patients were excluded, and 154 patients were included in the final analysis; the median age was 55 years (range, 24-78 years), and 140 (90.9%) were male. The median PFS in the DEB-TACE group was 6.0 months (95% CI, 5.0-10.0) versus 4.0 months (95% CI, 3.0-5.0) in the cTACE group (hazard ratio, 0.63; 95% CI, 0.42-0.95; P =0.027). The DEB-TACE group showed a higher response rate [51 (66.2%) vs. 36 (46.8%); P =0.0015] and a longer median OS [12.0 months (95% CI, 9.0-16.0) vs. 8.0 months (95% CI, 7.0-11.0), P =0.039] than the cTACE group. Multivariate analysis showed that the treatment group, ALBI score, distant metastasis and additional TKIs were the four independent prognostic factors correlated with PFS. In addition, the treatment group, PVTT group and combination with surgery were independently associated with OS. AEs were similar in the two groups, and postembolization syndrome was the most frequent AE. CONCLUSION DEB-TACE is superior to cTACE in treating HCC patients with PVTT, demonstrating improved PFS and OS with an acceptable safety profile, and may thus emerge as a promising treatment strategy for HCC patients with PVTT. TRIAL REGISTRATION Chinese Clinical Trial Registry ChiCTR1800018035.
Collapse
Affiliation(s)
- Tan-Yang Zhou
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery
- Zhejiang Provincial Research Center for Diagnosis and Treatment of Hepatobiliary Diseases, Hangzhou, Zhejiang Province, China
| | - Guo-Fang Tao
- Department of Nursing, The First Affiliated Hospital, Zhejiang University School of Medicine
| | - Guan-Hui Zhou
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery
- Zhejiang Provincial Research Center for Diagnosis and Treatment of Hepatobiliary Diseases, Hangzhou, Zhejiang Province, China
| | - Yue-Lin Zhang
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery
- Zhejiang Provincial Research Center for Diagnosis and Treatment of Hepatobiliary Diseases, Hangzhou, Zhejiang Province, China
| | - Tong-Yin Zhu
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery
- Zhejiang Provincial Research Center for Diagnosis and Treatment of Hepatobiliary Diseases, Hangzhou, Zhejiang Province, China
| | - Sheng-Qun Chen
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery
- Zhejiang Provincial Research Center for Diagnosis and Treatment of Hepatobiliary Diseases, Hangzhou, Zhejiang Province, China
| | - Hong-Liang Wang
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery
- Zhejiang Provincial Research Center for Diagnosis and Treatment of Hepatobiliary Diseases, Hangzhou, Zhejiang Province, China
| | - Bao-Quan Wang
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery
- Zhejiang Provincial Research Center for Diagnosis and Treatment of Hepatobiliary Diseases, Hangzhou, Zhejiang Province, China
| | - Li Jing
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery
- Zhejiang Provincial Research Center for Diagnosis and Treatment of Hepatobiliary Diseases, Hangzhou, Zhejiang Province, China
| | - Feng Chen
- Department of Radiology, The First Affiliated Hospital, Zhejiang University School of Medicine
| |
Collapse
|
21
|
Yu J, Yan D, Wei S, Yang L, Yi P. Efficacy and safety of TACE combined with tyrosine kinase inhibitors and camrelizumab for unresectable hepatocellular carcinoma: A systematic review and meta‑analysis. Oncol Lett 2024; 28:401. [PMID: 38979553 PMCID: PMC11228926 DOI: 10.3892/ol.2024.14534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 05/10/2024] [Indexed: 07/10/2024] Open
Abstract
Transcatheter arterial chemoembolization (TACE) combined with tyrosine kinase inhibitors (TKIs) and camrelizumab (collectively: T-T-C) is a novel treatment strategy for unresectable hepatocellular carcinoma (HCC). The present systematic review and meta-analysis aimed to evaluate the efficacy and safety of T-T-C compared with TACE combined with TKIs only (T-T) in the treatment of patients with unresectable HCC. A systematic literature search was conducted on T-T and T-T-C using PubMed, Embase and the Cochrane Library. Data regarding the clinical outcome, including overall survival (OS), progression-free survival (PFS), tumor response and adverse events (AEs), were independently extracted and analyzed by two researchers using standardized protocols. In total, 7 cohort studies, including 1,798 patients (T-T-C, 838; T-T, 960), were included in the meta-analysis. The results of the present study demonstrated that the T-T-C group had significantly prolonged OS [hazard ratio (HR), 0.38; 95% confidence interval (CI), 0.29-0.50; I2=61.5%; P=0.016)] and PFS (HR, 0.37; 95% CI, 0.30-0.46; I2=44.5%; P=0.109), and showed significantly higher objective response rates [risk ratio (RR), 0.82; 95% CI, 0.69-0.96; I2=25.1%; P=0.237)] and slightly higher disease control rates without a significant difference (RR, 0.96; 95% CI, 0.89-1.03; I2=0.0%; P=0.969). In addition, grade 3/4 AEs were more common in the T-T group, including hypertension (RR, 1.15; 95% CI, 0.85-1.56), vomiting or nausea (RR, 0.88; 95% CI, 0.44-1.76) and pain (RR, 0.74; 95% CI, 0.45-1.21); however, these results were not statistically significant. In conclusion, compared with T-T combination therapy, T-T-C demonstrated a notable advantage in terms of OS, PFS, ORR and DCR in patients with unresectable HCC. For manageable AEs, although the results were not statistically significant, the incidence of AEs in the T-T group was higher than that in the T-T-C group in terms of event probability.
Collapse
Affiliation(s)
- Jiahui Yu
- Department of Hepato-Biliary-Pancreas II, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan 637000, P.R. China
| | - Duan Yan
- Department of Hepato-Biliary-Pancreas II, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan 637000, P.R. China
| | - Song Wei
- Department of Hepato-Biliary-Pancreas II, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan 637000, P.R. China
| | - Linfeng Yang
- Department of Hepato-Biliary-Pancreas II, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan 637000, P.R. China
| | - Pengsheng Yi
- Department of Hepato-Biliary-Pancreas II, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan 637000, P.R. China
| |
Collapse
|
22
|
Lou X, Ma S, Ma M, Wu Y, Xuan C, Sun Y, Liang Y, Wang Z, Gao H. The prognostic role of an optimal machine learning model based on clinical available indicators in HCC patients. Front Med (Lausanne) 2024; 11:1431578. [PMID: 39086944 PMCID: PMC11288914 DOI: 10.3389/fmed.2024.1431578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2024] [Accepted: 06/26/2024] [Indexed: 08/02/2024] Open
Abstract
Although methods in diagnosis and therapy of hepatocellular carcinoma (HCC) have made significant progress in the past decades, the overall survival (OS) of liver cancer is still disappointing. Machine learning models have several advantages over traditional cox models in prognostic prediction. This study aimed at designing an optimal panel and constructing an optimal machine learning model in predicting prognosis for HCC. A total of 941 HCC patients with completed survival data and preoperative clinical chemistry and immunology indicators from two medical centers were included. The OCC panel was designed by univariate and multivariate cox regression analysis. Subsequently, cox model and machine-learning models were established and assessed for predicting OS and PFS in discovery cohort and internal validation cohort. The best OCC model was validated in the external validation cohort and analyzed in different subgroups. In discovery, internal and external validation cohort, C-indexes of our optimal OCC model were 0.871 (95% CI, 0.863-0.878), 0.692 (95% CI, 0.667-0.717) and 0.648 (95% CI, 0.630-0.667), respectively; the 2-year AUCs of OCC model were 0.939 (95% CI, 0.920-0.959), 0.738 (95% CI, 0.667-0.809) and 0.725 (95% CI, 0.643-0.808), respectively. For subgroup analysis of HCC patients with HBV, aged less than 65, cirrhosis or resection as first therapy, C-indexes of our optimal OCC model were 0.772 (95% CI, 0.752-0.792), 0.769 (95% CI, 0.750-0.789), 0.855 (95% CI, 0.846-0.864) and 0.760 (95% CI, 0.741-0.778), respectively. In general, the optimal OCC model based on RSF algorithm shows prognostic guidance value in HCC patients undergoing individualized treatment.
Collapse
Affiliation(s)
- Xiaoying Lou
- Department of Clinical Laboratory, State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Chaoyang District, Beijing, China
| | - Shaohui Ma
- Department of Clinical Laboratory, State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Chaoyang District, Beijing, China
| | - Mingyuan Ma
- Department of Statistics, Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, United States
| | - Yue Wu
- Department of Clinical Laboratory, State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Chaoyang District, Beijing, China
| | - Chengmei Xuan
- Department of Clinical Laboratory, State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Chaoyang District, Beijing, China
| | - Yan Sun
- Department of Clinical Laboratory, Shanxi Province Cancer Hospital/Shanxi Hospital Chinese Academy of Medical Sciences, Taiyuan, Shanxi, China
| | - Yue Liang
- Department of Clinical Laboratory, Shanxi Province Cancer Hospital/Shanxi Hospital Chinese Academy of Medical Sciences, Taiyuan, Shanxi, China
| | - Zongdan Wang
- Department of Clinical Laboratory, State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Chaoyang District, Beijing, China
| | - Hongjun Gao
- Department of Clinical Laboratory, State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Chaoyang District, Beijing, China
- Department of Clinical Laboratory, Shanxi Province Cancer Hospital/Shanxi Hospital Chinese Academy of Medical Sciences, Taiyuan, Shanxi, China
| |
Collapse
|
23
|
Yang C, Yang HC, Luo YG, Li FT, Cong TH, Li YJ, Ye F, Li X. Predicting Survival Using Whole-Liver MRI Radiomics in Patients with Hepatocellular Carcinoma After TACE Refractoriness. Cardiovasc Intervent Radiol 2024; 47:964-977. [PMID: 38750156 DOI: 10.1007/s00270-024-03730-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 04/07/2024] [Indexed: 07/12/2024]
Abstract
PURPOSE To develop a model based on whole-liver radiomics features of pre-treatment enhanced MRI for predicting the prognosis of hepatocellular carcinoma (HCC) patients undergoing continued transarterial chemoembolization (TACE) after TACE-resistance. MATERIALS AND METHODS Data from 111 TACE-resistant HCC patients between January 2014 and March 2018 were retrospectively collected. At a ratio of 7:3, patients were randomly assigned to developing and validation cohorts. The whole-liver were manually segmented, and the radiomics signature was extracted. The tumor and liver radiomics score (TLrad-score) was calculated. Models were trained by machine learning algorithms and their predictive efficacies were compared. RESULTS Tumor stage, tumor burden, body mass index, alpha-fetoprotein, and vascular invasion were revealed as independent risk factors for survival. The model trained by Random Forest algorithms based on tumor burden, whole-liver radiomics signature, and clinical features had the highest predictive efficacy, with c-index values of 0.85 and 0.80 and areas under the ROC curve of 0.96 and 0.83 in the developing cohort and validation cohort, respectively. In the high-rad-score group (TLrad-score > - 0.34), the median overall survival (mOS) was significantly shorter than in the low-rad-score group (17 m vs. 37 m, p < 0.001). A shorter mOS was observed in patients with high tumor burden compared to those with low tumor burden (14 m vs. 29 m, p = 0.007). CONCLUSION The combined radiomics model from whole-liver signatures may effectively predict survival for HCC patients continuing TACE after TACE refractoriness. The TLrad-score and tumor burden are potential prognostic markers for TACE therapy following TACE-resistance.
Collapse
Affiliation(s)
- Chao Yang
- Department of Radiology, Beijing Tongren Hospital, Capital Medical University, Beijing, 100730, China
| | - Hong-Cai Yang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Yin-Gen Luo
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Fu-Tian Li
- Huiying Medical Technology (Beijing) Co., Ltd, Beijing, 100192, China
| | - Tian-Hao Cong
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Yu-Jie Li
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Feng Ye
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Xiao Li
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
| |
Collapse
|
24
|
Bartnik K, Krzyziński M, Bartczak T, Korzeniowski K, Lamparski K, Wróblewski T, Grąt M, Hołówko W, Mech K, Lisowska J, Januszewicz M, Biecek P. A novel radiomics approach for predicting TACE outcomes in hepatocellular carcinoma patients using deep learning for multi-organ segmentation. Sci Rep 2024; 14:14779. [PMID: 38926517 PMCID: PMC11208561 DOI: 10.1038/s41598-024-65630-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 06/21/2024] [Indexed: 06/28/2024] Open
Abstract
Transarterial chemoembolization (TACE) represent the standard of therapy for non-operative hepatocellular carcinoma (HCC), while prediction of long term treatment outcomes is a complex and multifactorial task. In this study, we present a novel machine learning approach utilizing radiomics features from multiple organ volumes of interest (VOIs) to predict TACE outcomes for 252 HCC patients. Unlike conventional radiomics models requiring laborious manual segmentation limited to tumoral regions, our approach captures information comprehensively across various VOIs using a fully automated, pretrained deep learning model applied to pre-TACE CT images. Evaluation of radiomics random survival forest models against clinical ones using Cox proportional hazard demonstrated comparable performance in predicting overall survival. However, radiomics outperformed clinical models in predicting progression-free survival. Explainable analysis highlighted the significance of non-tumoral VOI features, with their cumulative importance superior to features from the largest liver tumor. The proposed approach overcomes the limitations of manual VOI segmentation, requires no radiologist input and highlight the clinical relevance of features beyond tumor regions. Our findings suggest the potential of this radiomics models in predicting TACE outcomes, with possible implications for other clinical scenarios.
Collapse
Affiliation(s)
- Krzysztof Bartnik
- Second Department of Radiology, Medical University of Warsaw, Banacha 1a st., 02-097, Warsaw, Poland.
| | - Mateusz Krzyziński
- Faculty of Mathematics and Information Science, Warsaw University of Technology, Koszykowa 75 st., Warsaw, Poland
| | - Tomasz Bartczak
- Faculty of Mathematics and Information Science, Warsaw University of Technology, Koszykowa 75 st., Warsaw, Poland
| | - Krzysztof Korzeniowski
- Second Department of Radiology, Medical University of Warsaw, Banacha 1a st., 02-097, Warsaw, Poland
| | - Krzysztof Lamparski
- Second Department of Radiology, Medical University of Warsaw, Banacha 1a st., 02-097, Warsaw, Poland
| | - Tadeusz Wróblewski
- Department of General, Transplant and Liver Surgery, Medical University of Warsaw, Banacha 1a st., Warsaw, Poland
| | - Michał Grąt
- Department of General, Transplant and Liver Surgery, Medical University of Warsaw, Banacha 1a st., Warsaw, Poland
| | - Wacław Hołówko
- Department of General, Transplant and Liver Surgery, Medical University of Warsaw, Banacha 1a st., Warsaw, Poland
| | - Katarzyna Mech
- Department of General, Gastroenterological and Oncological Surgery, Medical University of Warsaw, Banacha 1a st., Warsaw, Poland
| | - Joanna Lisowska
- Department of General, Gastroenterological and Oncological Surgery, Medical University of Warsaw, Banacha 1a st., Warsaw, Poland
| | - Magdalena Januszewicz
- Second Department of Radiology, Medical University of Warsaw, Banacha 1a st., 02-097, Warsaw, Poland
| | - Przemysław Biecek
- Faculty of Mathematics and Information Science, Warsaw University of Technology, Koszykowa 75 st., Warsaw, Poland
| |
Collapse
|
25
|
Qiao W, Xiong Y, Li K, Jin R, Zhang Y. Incorporating Inflammatory Markers and Clinical Indicators into a Predictive Model of Single Small Hepatocellular Carcinoma Recurrence After Primary Locoregional Treatments. J Hepatocell Carcinoma 2024; 11:1113-1125. [PMID: 38887683 PMCID: PMC11182039 DOI: 10.2147/jhc.s465069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 05/30/2024] [Indexed: 06/20/2024] Open
Abstract
Purpose We explored the role of tumor size and number in the prognosis of HCC patients who underwent ablation and created a nomogram based on machine learning to predict the recurrence. Patients and Methods A total of 990 HCC patients who underwent transcatheter arterial chemoembolization (TACE) combined ablation at Beijing Youan Hospital from January 2014 to December 2021 were prospectively enrolled, including 478 patients with single small HCC (S-S), 209 patients with single large (≥30mm) HCC (S-L), 182 patients with multiple small HCC (M-S), and 121 patients with multiple large HCC (M-L). S-S patients were randomized in a 7:3 ratio into the training cohort (N=334) and the validation cohort (N=144). Lasso-Cox regression analysis was carried out to identify independent risk factors, which were used to construct a nomogram. The performance of the nomogram was evaluated by C-index, receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA) curves. Patients in the training and validation cohorts were divided into low-risk, intermediate-risk, and high-risk groups based on the risk scores of the nomogram. Results The median recurrence-free survival (mRFS) in S-S patients was significantly longer than the S-L, M-S, and S-L patients (P<0.0001). The content of the nomogram includes age, monocyte-to-lymphocyte (MLR), gamma-glutamyl transferase-to-lymphocyte (GLR), International normalized ratio (INR), and Erythrocyte (RBC). The C-index (0.704 and 0.71) and 1-, 3-, and 5-year AUCs (0.726, 0.800, 0.780, and 0.752, 0.761, 0.760) of the training and validation cohorts proved the excellent predictive performance of the nomogram. Calibration curves the DCA curves showed that the nomogram had good consistency and clinical utility. There were apparent variances in RFS between the low-risk, intermediate-risk, and high-risk groups (P<0.0001). Conclusion S-S patients who underwent ablation had the best prognosis. The nomogram developed and validated in the study had good predictive ability for S-S patients.
Collapse
Affiliation(s)
- Wenying Qiao
- Interventional Therapy Center for Oncology, Beijing You’an Hospital, Capital Medical University, Beijing, 100069, People’s Republic of China
- National Center for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, People’s Republic of China
- Changping Laboratory, Beijing, 102206, People’s Republic of China
| | - Yiqi Xiong
- Interventional Therapy Center for Oncology, Beijing You’an Hospital, Capital Medical University, Beijing, 100069, People’s Republic of China
| | - Kang Li
- Research Center for Biomedical Resources, Beijing You’an Hospital, Capital Medical University, Beijing, 100069, People’s Republic of China
| | - Ronghua Jin
- National Center for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, People’s Republic of China
- Changping Laboratory, Beijing, 102206, People’s Republic of China
| | - Yonghong Zhang
- Interventional Therapy Center for Oncology, Beijing You’an Hospital, Capital Medical University, Beijing, 100069, People’s Republic of China
- Beijing Research Center for Respiratory Infectious Diseases, Beijing, 100006, People’s Republic of China
| |
Collapse
|
26
|
Zhang L, Yang H, Ning S, Wu Z, Wang D, Liang H, Wang C, Chang X. CRAFITY score benefits hepatocellular carcinoma patients treated with transarterial chemoembolization and lenvatinib. Cancer Med 2024; 13:e7410. [PMID: 38923354 PMCID: PMC11194610 DOI: 10.1002/cam4.7410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 05/24/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND The CRAFITY score serves as a simple and effective predictive model for individuals diagnosed with hepatocellular carcinoma (HCC) and subjected to treatment with atezolizumab and bevacizumab (Atez/Bev). However, no large sample size studies have reported the application of the CRAFITY score among HCC patients undergoing transarterial chemoembolization (TACE) in conjunction with lenvatinib. This research aims to assess the prognostic role of the CRAFITY score in the context of individuals with HCC receiving TACE in combination with lenvatinib. METHODS This retrospective analysis encompassed 314 individuals diagnosed with HCC who underwent the combination of TACE and lenvatinib at two medical facilities in China from August 2019 to August 2022 (comprising a training cohort of n = 172 and a validation cohort of n = 142). We investigated the prognostic values of overall survival (OS), progression-free survival (PFS), disease control rate, and objective response rate in the training cohort based on the CRAFITY scores. Furthermore, the predictive capacity of the model was corroborated through validation using an external cohort. RESULTS We included 174 and 142 patients treated with TACE plus lenvatinib in the training and validation cohorts, correspondingly. PFS and OS differed across all three groups in all training and validation cohorts, based on the CRAFITY score (p < 0.001). In both cohorts, the CRAFITY score effectively predicted tumor response (p < 0.001). Moreover, among the 121 patients who received TACE, lenvatinib, and immunotherapy, the CRAFITY score showed promising predictive efficacy in PFS and OS. CONCLUSIONS The CRAFITY score, utilizing C-reactive protein and alpha-fetoprotein values, emerges as a dependable and pragmatic instrument for forecasting the effectiveness of TACE plus lenvatinib in individuals with unresectable HCC. This scoring system holds the potential to assist oncologists in making informed clinical decisions.
Collapse
Affiliation(s)
- Lin Zhang
- Department of Interventional Therapy I, Shandong Cancer Hospital and InstituteShandong First Medical University and Shandong Academy of Medical SciencesJinanShandongChina
| | - Hongcai Yang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Shangkun Ning
- Department of Interventional Therapy I, Shandong Cancer Hospital and InstituteShandong First Medical University and Shandong Academy of Medical SciencesJinanShandongChina
| | - Zhijuan Wu
- Department of gerontologyCentral Hospital Affiliated to Shandong First Medical UniversityJinanShandongChina
| | - Dianzhe Wang
- Department of Radiology, Shandong Cancer Hospital and InstituteShandong First Medical University and Shandong Academy of Medical SciencesJinanShandongChina
| | - Hexin Liang
- Department of Radiology, Shandong Cancer Hospital and InstituteShandong First Medical University and Shandong Academy of Medical SciencesJinanShandongChina
| | - Chunni Wang
- Department of Radiation Oncology, Shandong Cancer Hospital and InstituteShandong First Medical University and Shandong Academy of Medical SciencesJinanShandongChina
| | - Xu Chang
- Department of Interventional Therapy II, Shandong Cancer Hospital and InstituteShandong First Medical University and Shandong Academy of Medical SciencesJinanShandongChina
| |
Collapse
|
27
|
Zhang JX, Cheng Y, Wei J, Fan WL, Liu J, Zhou CG, Liu S, Shi HB, Chu XY, Zheng WL, Zu QQ. Transarterial Chemoembolization Combined with Tyrosine Kinase Inhibitors Plus Immune Checkpoint Inhibitors Versus Tyrosine Kinase Inhibitors Plus Immune Checkpoint Inhibitors in Unresectable Hepatocellular Carcinoma with First- or Lower-Order Portal Vein Tumor Thrombosis. Cardiovasc Intervent Radiol 2024; 47:751-761. [PMID: 38671322 DOI: 10.1007/s00270-024-03724-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Accepted: 03/29/2024] [Indexed: 04/28/2024]
Abstract
PURPOSE To compare the efficacy of transarterial chemoembolization (TACE) combined with tyrosine kinase inhibitors (TKIs) plus immune checkpoint inhibitors (ICIs) (TACE-TKI-ICI) versus TKIs plus ICIs (TKI-ICI) for unresectable hepatocellular carcinoma (HCC) with first- or lower-order portal vein tumor thrombosis (PVTT). MATERIALS AND METHODS A retrospective study was performed in HCC patients with first- or lower-order PVTT receiving TKIs (Lenvatinib or sorafenib) plus ICIs (camrelizumab, sintilimab, or atezolizumab) with or without TACE from four institutions between January 2019 and January 2022. Propensity score-based method was performed to minimize bias by confounding factors. Tumor response, progression-free survival (PFS), overall survival (OS), and adverse events (AEs) were evaluated and compared between the two groups. RESULTS After inverse probability of treatment weighting, two balanced pseudopopulations were created: 106 patients in the TACE-TKI-ICI group and 109 patients in the TKI-ICI group. The objective response rate was higher in the TACE-TKI-ICI group (50.9% vs. 28.4%, P < 0.001). The median PFS and OS were significantly longer in the TACE-TKI-ICI group than in the TKI-ICI group (PFS: 9.1 vs. 5.0 months, P = 0.005; OS: 19.1 vs. 12.7 months, P = 0.002). In Cox regression, TACE-TKI-ICI treatment was an independent predictor of favorable OS. Treatment-related grade 3/4 AEs were comparable between the two groups (22.6% vs. 17.9%, P = 0.437). CONCLUSION TACE-TKI-ICI therapy contributed to better tumor control, PFS and OS than TKI-ICI therapy in unresectable HCC patients with first- or lower-order PVTT.
Collapse
Affiliation(s)
- Jin-Xing Zhang
- Department of Interventional Radiology, The First Affiliated Hospital With Nanjing Medical University, No. 300, Guangzhou Rd, Nanjing, 210029, China
| | - Yuan Cheng
- Department of Medical Oncology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, 210002, China
| | - Juan Wei
- Department of Oncology, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Nanjing, 210003, China
| | - Wen-Long Fan
- Department of Radiology, School of Medicine, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, 310020, China
| | - Jin Liu
- Department of Clinical Medicine Research Institution, The First Affiliated Hospital With Nanjing Medical University, Nanjing, 210029, China
| | - Chun-Gao Zhou
- Department of Interventional Radiology, The First Affiliated Hospital With Nanjing Medical University, No. 300, Guangzhou Rd, Nanjing, 210029, China
| | - Sheng Liu
- Department of Interventional Radiology, The First Affiliated Hospital With Nanjing Medical University, No. 300, Guangzhou Rd, Nanjing, 210029, China
| | - Hai-Bin Shi
- Department of Interventional Radiology, The First Affiliated Hospital With Nanjing Medical University, No. 300, Guangzhou Rd, Nanjing, 210029, China
| | - Xiao-Yuan Chu
- Department of Medical Oncology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, 210002, China.
| | - Wei-Liang Zheng
- Department of Radiology, School of Medicine, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, 310020, China.
| | - Qing-Quan Zu
- Department of Interventional Radiology, The First Affiliated Hospital With Nanjing Medical University, No. 300, Guangzhou Rd, Nanjing, 210029, China.
| |
Collapse
|
28
|
Sun F, Liu KC, Ul Ain Q, Lu D, Zhou CZ, Xiao JK, Zhang XM, Zhang ZF, Cheng DL, He YS, Lv WF. Evaluation of models to predict prognosis in patients with advanced hepatocellular carcinoma treated with TACE combined with apatinib. BMC Gastroenterol 2024; 24:129. [PMID: 38589828 PMCID: PMC11003186 DOI: 10.1186/s12876-024-03210-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Accepted: 03/22/2024] [Indexed: 04/10/2024] Open
Abstract
BACKGROUND The HAP, Six-and-Twelve, Up to Seven, and ALBI scores have been substantiated as reliable prognostic markers in patients presenting with intermediate and advanced hepatocellular carcinoma (HCC) undergoing transarterial chemoembolization (TACE) treatment. Given this premise, our research aims to assess the predictive efficacy of these models in patients with intermediate and advanced HCC receiving a combination of TACE and Apatinib. Additionally, we have conducted a meticulous comparative analysis of these four scoring systems to discern their respective predictive capacities and efficacies in combined therapy. METHODS Performing a retrospective analysis on the clinical data from 200 patients with intermediate and advanced HCC, we studied those who received TACE combined with Apatinib at the First Affiliated Hospital of the University of Science and Technology of China between June 2018 and December 2022. To identify the factors affecting survival, the study performed univariate and multivariate Cox regression analyses, with calculations of four different scores: HAP, Six-and-Twelve, Up to Seven, and ALBI. Lastly, Harrell's C-index was employed to compare the prognostic abilities of these scores. RESULTS Cox proportional hazards model results revealed that the ALBI score, presence of portal vein tumor thrombus (PVTT, )and tumor size are independent determinants of prognostic survival. The Kaplan-Meier analyses showed significant differences in survival rates among patients classified by the HAP, Six-and-Twelve, Up to Seven, and ALBI scoring methods. Of the evaluated systems, the HAP scoring demonstrated greater prognostic precision, with a Harrell's C-index of 0.742, surpassing the alternative models (P < 0.05). In addition, an analysis of the area under the AU-ROC curve confirms the remarkable superiority of the HAP score in predicting short-term survival outcomes. CONCLUSION Our study confirms the predictive value of HAP, Six-and-Twelve, Up to Seven, and ALBI scores in intermediate to advanced Hepatocellular Carcinoma (HCC) patients receiving combined Transarterial Chemoembolization (TACE) and Apatinib therapy. Notably, the HAP model excels in predicting outcomes for this specific HCC subgroup.
Collapse
Affiliation(s)
- Fang Sun
- Department of Radiology, Anhui Provincial Hospital of Anhui Medical University, Hefei, China
| | - Kai-Cai Liu
- Infection Hospital(Hefei Infectious Disease Hospital), The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Qurat Ul Ain
- The First Affiliated Hospital of University of Science and Technology of China, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China, China
| | - Dong Lu
- Department of Radiology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, 230000, Hefei, China
| | - Chun-Ze Zhou
- Department of Radiology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, 230000, Hefei, China
| | - Jing-Kun Xiao
- Department of Radiology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, 230000, Hefei, China
| | - Xing-Ming Zhang
- Department of Radiology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, 230000, Hefei, China
| | - Zheng-Feng Zhang
- Department of Radiology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, 230000, Hefei, China
| | - Deng-Lei Cheng
- Department of Radiology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, 230000, Hefei, China
| | - Yu-Sheng He
- Department of Radiology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, 230000, Hefei, China.
| | - Wei-Fu Lv
- Department of Radiology, Anhui Provincial Hospital of Anhui Medical University, Hefei, China.
- Department of Radiology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, 230000, Hefei, China.
| |
Collapse
|
29
|
Xie D, Li Z, Yuan J, Yin X, Chen R, Zhang L, Ren Z. Development and Validation of a Nomogram for Patients Undergoing Transarterial Chemoembolization for Recurrent Hepatocellular Carcinoma After Hepatectomy. J Hepatocell Carcinoma 2024; 11:693-705. [PMID: 38596594 PMCID: PMC11001561 DOI: 10.2147/jhc.s444682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 03/26/2024] [Indexed: 04/11/2024] Open
Abstract
Purpose This study aims to establish a prognostic nomogram for patients who underwent transarterial chemoembolization (TACE) for recurrent hepatocellular carcinoma (HCC) after hepatectomy. Patients and Methods Patients who underwent TACE for recurrent early- and middle-stage HCC after hepatectomy between 2009.01 and 2015.12 were included. Enrolled patients were randomly divided into training (n=345) and validation (n=173) cohorts according to a computer-generated randomized number. Independent factors for overall survival (OS) were determined and included in the nomogram based on the univariate and multivariate analyses of the training group. The nomogram was validated and compared to other prognostic models. Discriminative ability and predictive accuracy were determined using the Harrell C index (C-index), area under the receiver operating characteristic curve (AUROC), and calibration curve. Results The final nomogram was established based on four parameters including resection-to-TACE time interval, recurrent tumor diameter, recurrent tumor number, and AFP level. The C-indexes of the nomogram for predicting OS were 0.67 (95% CI 0.63-0.70) and 0.71 (95% CI 0.68-0.74) in the training and validation cohort respectively. The AUROCs for predicting the 1-year, 2-year and 3-year OS based on the nomogram were also superior to those of the other models. The calibration curve for 3-year survival showed a high congruence between the predicted and actual survival probabilities. According to the scores calculated by the nomogram, patients were stratified into three subgroups: high-risk (scoring ≥53 points), middle-risk (scoring ≥26 and <53 points), and low-risk (scoring <26 points) subgroups with a median OS of 10.1 (95% CI 0.63-0.70), 20.3 (95% CI 17.5-22.5) and 47.0 (95% CI 34.2-59.8) months, respectively. Conclusion The proposed nomogram served as a new tool to predict individual survival in patients who underwent TACE for recurrent HCC after hepatectomy, with favorable performance and discrimination. For high-risk patients, treatment should be optimized beyond TACE alone based on the nomogram.
Collapse
Affiliation(s)
- Diyang Xie
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People’s Republic of China
| | - Zhongchen Li
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People’s Republic of China
| | - Jia Yuan
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People’s Republic of China
| | - Xin Yin
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People’s Republic of China
| | - Rongxin Chen
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People’s Republic of China
| | - Lan Zhang
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People’s Republic of China
| | - Zhenggang Ren
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People’s Republic of China
| |
Collapse
|
30
|
Lee HL, Kim SH, Kim HY, Lee SW, Song MJ. A refined prediction model for survival in hepatocellular carcinoma patients treated with transarterial chemoembolization. Front Oncol 2024; 14:1354964. [PMID: 38606106 PMCID: PMC11007070 DOI: 10.3389/fonc.2024.1354964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 03/14/2024] [Indexed: 04/13/2024] Open
Abstract
Background/Aims Transarterial chemoembolization (TACE) is widely performed as a major treatment for hepatocellular carcinoma (HCC) patients, and there is a need to stratify patients for whom the most benefit from the treatment. This study aimed to develop a refined prediction model for overall survival (OS) in patients undergoing TACE as a first-line treatment in a large cohort and validate its performance. Methods A total of 2,632 patients with HCC of Barcelona Clinic Liver Cancer stage A or B who underwent TACE between 2008 and 2017 were enrolled. The patients were randomly assigned to a training cohort (n = 1,304) or a validation cohort (n = 1,328). Independent predictors of OS were used to develop a prediction model. Results The median age of patients in the entire cohort was 63 years, with the majority having hepatitis B virus (56.6%) and being classified as Child-Pugh class A (82.4%). We developed a new prognostic model, called the TACE-prognostic (TP) score, based on tumor burden (sum of the largest tumor diameter and tumor number), alpha-fetoprotein, and Albumin-Bilirubin grade. Patients were classified into five risk groups according to TP scores, with median survival significantly differentiated in both training and validation cohorts (P < 0.001). The new model consistently outperformed other currently available models in both the training and validation cohorts. Conclusion This newly developed TP scoring system has the potential to be a useful tool in identifying ideal candidates of TACE and predicting OS with favorable performance and discrimination. However, further external validation is needed to confirm its effectiveness.
Collapse
Affiliation(s)
- Hae Lim Lee
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- Korean Liver Cancer Study Group, Seoul, Republic of Korea
- Ministry of Health and Welfare, Korea Central Cancer Registry, Goyang-si, Gyeonggi-do, Republic of Korea
| | - Seok Hwan Kim
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- Korean Liver Cancer Study Group, Seoul, Republic of Korea
- Ministry of Health and Welfare, Korea Central Cancer Registry, Goyang-si, Gyeonggi-do, Republic of Korea
| | - Hee Yeon Kim
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- Korean Liver Cancer Study Group, Seoul, Republic of Korea
- Ministry of Health and Welfare, Korea Central Cancer Registry, Goyang-si, Gyeonggi-do, Republic of Korea
| | - Sung Won Lee
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- Korean Liver Cancer Study Group, Seoul, Republic of Korea
- Ministry of Health and Welfare, Korea Central Cancer Registry, Goyang-si, Gyeonggi-do, Republic of Korea
| | - Myeong Jun Song
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- Korean Liver Cancer Study Group, Seoul, Republic of Korea
- Ministry of Health and Welfare, Korea Central Cancer Registry, Goyang-si, Gyeonggi-do, Republic of Korea
| |
Collapse
|
31
|
Lin J, Li J, Kong Y, Yang J, Zhang Y, Zhu G, Yu Z, Xia J. Construction of a prognostic model for hepatocellular carcinoma patients receiving transarterial chemoembolization treatment based on the Tumor Burden Score. BMC Cancer 2024; 24:306. [PMID: 38448905 PMCID: PMC10916036 DOI: 10.1186/s12885-024-12049-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Accepted: 02/23/2024] [Indexed: 03/08/2024] Open
Abstract
BACKGROUND Patients with hepatocellular carcinoma (HCC) who undergo transarterial chemoembolization (TACE) may have varied outcomes based on their liver function and tumor burden diversity. This study aims to assess the prognostic significance of the tumor burden score (TBS) in these patients and develop a prognostic model for their overall survival. METHODS The study involved a retrospective analysis of 644 newly diagnosed HCC patients undergoing TACE treatment. The individuals were assigned randomly to a training cohort (n = 452) and a validation cohort (n = 192). We utilized a multivariate Cox proportional risk model to identify independent preoperative predictive factors. We then evaluated model performance using the area under the curve (AUC), consistency index (c-index), calibration curve, and decision curve analysis (DCA) methods. RESULTS The multivariate analysis revealed four prognostic factors associated with overall survival: Tumor Burden Score, Tumor Extent, Types of portal vein invasion (PVI), and Child-Pugh score. The total score was calculated based on these factors. The model demonstrated strong discriminative ability with high AUC values and c-index, providing high net clinical benefits for patients. Based on the model's scoring results, patients were categorized into high, medium, and low-risk groups. These results were validated in the validation cohort. CONCLUSIONS The tumor burden score shows promise as a viable alternative prognostic indicator for assessing tumor burden in cases of HCC. The new prognostic model can place patients in one of three groups, which will estimate their individual outcomes. For high-risk patients, it is suggested to consider alternative treatment options or provide the best supportive care, as they may not benefit significantly from TACE treatment.
Collapse
Affiliation(s)
- Jiawei Lin
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Jie Li
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Liver Cancer Institute, Zhongshan Hospital of Fudan University, Shanghai, China
| | - Yifan Kong
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Junhui Yang
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yunjie Zhang
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Guoqing Zhu
- Department of Interventional Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Zhijie Yu
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Jinglin Xia
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
- Liver Cancer Institute, Zhongshan Hospital of Fudan University, Shanghai, China.
| |
Collapse
|
32
|
Wang A, Li J, Li C, Zhang H, Fan Y, Ma K, Wang Q. Impact of body composition on the prognosis of hepatocellular carcinoma patients treated with transarterial chemoembolization: A systematic review and meta-analysis. Heliyon 2024; 10:e25237. [PMID: 38352764 PMCID: PMC10862505 DOI: 10.1016/j.heliyon.2024.e25237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 01/22/2024] [Accepted: 01/23/2024] [Indexed: 02/16/2024] Open
Abstract
Objectives To summarize current evidence about the influence of body composition on the prognosis of patients with hepatocellular carcinoma (HCC) after transarterial chemoembolization (TACE) treatment. Methods Public databases were systematically searched to identify relevant studies published from the inception of the database up to May 2023. Studies that evaluated the association between body composition and clinical outcomes in HCC patients who underwent TACE were included. A pre-designed table was applied to summarize relevant information. Meta-analysis was performed to estimate the association of body composition with overall survival. Results Fourteen studies were included in this review, including 3631 patients (sample size range: 56-908, median 186). All body composition measurements (including skeletal muscle area, visceral and subcutaneous adipose area, and bone mineral density) were based on computer tomography. The commonly used parameter was skeletal muscle index at 3rd lumbar vertebra level (8/14). Three studies evaluated the correlations of body composition changes with the prognosis after TACE. Most studies (12/14) identified body composition parameters as an independent indicator for overall survival, progression-free survival, and treatment response rate. The hazard ratio of different body composition parameters ranged from 1.01 to 2.88, and hazard ratio of body composition changes ranged from 1.88 to 5.93. The pooled hazard ratio of sarcopenia for overall survival was 1.38 (95 %CI: 1.20-1.58). Conclusions Body composition seems to be an important prognostic factor for a poorer clinical outcome after TACE treatment in patients with hepatocellular carcinoma. Future prospective studies with a larger sample size are required to confirm these findings. Registration study This study has been prospectively registered at the PROSPERO platform (https://www.crd.york.ac.uk/prospero/) with the registration No. CRD42022345602.
Collapse
Affiliation(s)
- Anrong Wang
- Department of Vascular Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Department of Interventional Therapy, People's Hospital of Dianjiang County, Chongqing, China
| | - Junfeng Li
- Department of Oncology, People's Hospital of Dianjiang County, Chongqing, China
| | - Changfeng Li
- Institution of Hepatobiliary Surgery, Southwest Hospital, Army Medical University, Chongqing, China
| | - Hui Zhang
- Institution of Hepatobiliary Surgery, Southwest Hospital, Army Medical University, Chongqing, China
| | - Yingfang Fan
- Department of Hepatobiliary Surgery, Third Affiliated Hospital, Southern Medical University, Guangzhou, China
| | - Kuansheng Ma
- Institution of Hepatobiliary Surgery, Southwest Hospital, Army Medical University, Chongqing, China
| | - Qiang Wang
- Division of Medical Imaging and Technology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Stockholm, Sweden
- Department of Radiology, Karolinska University Hospital Huddinge, Stockholm, Sweden
| |
Collapse
|
33
|
Lee HA, Lee M, Yoo JJ, Chun HS, Park Y, Kim HY, Kim TH, Seo YS, Sinn DH. Identification of patients with favorable prognosis after resection in intermediate-stage-hepatocellular carcinoma. Int J Surg 2024; 110:1008-1018. [PMID: 38016294 PMCID: PMC10871631 DOI: 10.1097/js9.0000000000000941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 11/11/2023] [Indexed: 11/30/2023]
Abstract
BACKGROUNDS It is unclear which patients benefit from resection in intermediate-stage-hepatocellular carcinoma (HCC). The authors aimed to identify high-risk patients for early recurrence among patients with resectable intermediate-stage HCC. METHODS This multicenter retrospective study included patients who underwent resection or trans-arterial chemoembolization (TACE) for intermediate-stage HCC (2008-2019). Multivariable Cox proportional analysis was performed to identify high-risk patients when treated with resection. A prediction score for 2-year recurrence-free survival (RFS) was developed using the training cohort and validated. The 2-year RFS in each risk group was compared with that in TACE group, after propensity score matching (PSM). RESULTS A total of 1686 patients were included (480 and 1206 patients in the resection and TACE groups). During a median follow-up of 31.4 months, the 2-year RFS was significantly higher in the resection (47.7%) than in the TACE group (19.8%) [adjusted hazard ratio (aHR)=1.471, 95% CI: 1.199-1.803, P <0.001). On multivariate analysis, alpha-fetoprotein ≥5.0 ng/ml (aHR=0.202), ALBI grade ≥2 (aHR=0.709), tumor number ≥3 (aHR=0.404), and maximal tumor size ≥5 cm (aHR=0.323) were significantly associated with the lower risk of 2-year RFS in the resection group. The newly developed Surgery Risk score in BCLC-B (SR-B score) with four significant risk factors showed an area under the curve of 0.801 for the 2-year RFS and was validated. Based on the SR-B score, low-risk patients had a significantly higher 2-year RFS (training: aHR=5.834; validation: aHR=5.675) than high-risk patients (all P <0.001) did. In a PSM cohort, a low-risk resection group had a significantly higher (aHR=3.891); a high-risk resection group had a comparable 2-year RFS to those treated with TACE (aHR=0.816). CONCLUSIONS Resection may be beneficial for resectable intermediate-stage HCC based on the SR-B score.
Collapse
Affiliation(s)
- Han Ah Lee
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Ewha Womans University Medical Center
- The Korean Liver Cancer Association
| | - Minjong Lee
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Ewha Womans University Medical Center
- The Korean Liver Cancer Association
| | - Jeong-Ju Yoo
- Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Bucheon, Korea
| | - Ho Soo Chun
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Ewha Womans University Medical Center
| | - Yewan Park
- Department of Internal Medicine, Kyung Hee University Hospital
| | - Hwi Young Kim
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Ewha Womans University Medical Center
| | - Tae Hun Kim
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Ewha Womans University Medical Center
| | - Yeon Seok Seo
- Department of Internal Medicine, Korea University College of Medicine, Seoul
| | - Dong Hyun Sinn
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine
| |
Collapse
|
34
|
Mo Z, Lv L, Mai Q, Li Q, He J, Zhang T, Xu J, Fang J, Shi N, Gou Q, Chen X, Zhang J, Zhuang W, Jin H. Prognostic model for unresectable hepatocellular carcinoma treated with dual PD-1 and angiogenesis blockade therapy. J Immunother Cancer 2024; 12:e008191. [PMID: 38290767 PMCID: PMC10828840 DOI: 10.1136/jitc-2023-008191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/04/2024] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND AND AIMS Dual programmed death 1 (PD-1) and angiogenesis blockade therapy is a frontline treatment for hepatocellular carcinoma (HCC). An accepted model for survival prediction and risk stratification in individual patients receiving this treatment is lacking. Aimed to develop a simple prognostic model specific to these patients. APPROACH AND RESULTS Patients with unresectable HCC undergoing dual PD-1 and angiogenesis blockade therapy were included in training cohort (n=168) and validation cohort (n=72). We investigated the prognostic value of clinical variables on overall survival using a Cox model in the training set. A prognostic score model was then developed and validated. Predictive performance and discrimination were also evaluated. Largest tumor size and Alpha-fetoprotein concentration at baseline and Neutrophil count and Spleen volume change after 6 weeks of treatment were identified as independent predictors of overall survival in multivariable analysis and used to develop LANS score. Time-dependent receiver operating characteristic analysis, calibration curves, and C-index showed LANS score had favorable performance in survival prediction. Patients were divided into three risk categories based on LANS score. Median survival for patients with low, intermediate, and high LANS scores was 31.7, 23.5, and 11.5 months, respectively (p<0.0001). The disease control rates were 96.4%, 64.3%, and 32.1%, respectively (p<0.0001). The predictive performance and risk stratification ability of the LANS score were confirmed in validation and entire cohorts. CONCLUSION The LANS score model can provide individualized survival prediction and risk stratification in patients with unresectable HCC undergoing dual PD-1 and angiogenesis blockade therapy.
Collapse
Affiliation(s)
- Zhiqiang Mo
- Department of Minimally Invasive Intervention, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Ling Lv
- Department of Minimally Invasive Intervention, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- Department of Radiology, Guangdong Provincial Key Laboratory of Major Obstetric Discases; Guangdong Provincial Clinical Research Center for 0bstetricsc and Gynecology;The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Qicong Mai
- Department of Minimally Invasive Intervention, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Qiao Li
- Department of General Surgery, Guangdong Provincial People's Hospital(Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Jian He
- Department of Interventional Radiology, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, China
| | - Tao Zhang
- Department of Radiology, Guangzhou Medical University Affiliated Cancer Hospital, Guangzhou, Guangdong, China
| | - Jingwu Xu
- Department of Oncology and Peripheral Interventional Radiology, People's Hospital of Huazhou, Maoming, China
| | - Jiayan Fang
- Department of Internal Medicine-Oncology, Dongguan Songshan Lake Central Hospital, Dongguan, China
| | - Ning Shi
- Department of General Surgery, Guangdong Provincial People's Hospital(Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Qing Gou
- Department of Minimally Invasive Intervention, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Xiaoming Chen
- Department of Minimally Invasive Intervention, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Jing Zhang
- Department of Minimally Invasive Intervention, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Wenhang Zhuang
- Department of Minimally Invasive Intervention, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Haosheng Jin
- Department of General Surgery, Guangdong Provincial People's Hospital(Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| |
Collapse
|
35
|
Cao YZ, Zheng GL, Zhang TQ, Shao HY, Pan JY, Huang ZL, Zuo MX. Hepatic arterial infusion chemotherapy with anti-angiogenesis agents and immune checkpoint inhibitors for unresectable hepatocellular carcinoma and meta-analysis. World J Gastroenterol 2024; 30:318-331. [PMID: 38313229 PMCID: PMC10835538 DOI: 10.3748/wjg.v30.i4.318] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 12/11/2023] [Accepted: 01/08/2024] [Indexed: 01/26/2024] Open
Abstract
BACKGROUND Hepatic arterial infusion chemotherapy (HAIC) has been proven to be an ideal choice for treating unresectable hepatocellular carcinoma (uHCC). HAIC-based treatment showed great potential for treating uHCC. However, large-scale studies on HAIC-based treatments and meta-analyses of first-line treatments for uHCC are lacking. AIM To investigate better first-line treatment options for uHCC and to assess the safety and efficacy of HAIC combined with angiogenesis inhibitors, programmed cell death of protein 1 (PD-1) and its ligand (PD-L1) blockers (triple therapy) under real-world conditions. METHODS Several electronic databases were searched to identify eligible randomized controlled trials for this meta-analysis. Study-level pooled analyses of hazard ratios (HRs) and odds ratios (ORs) were performed. This was a retrospective single-center study involving 442 patients with uHCC who received triple therapy or angiogenesis inhibitors plus PD-1/PD-L1 blockades (AIPB) at Sun Yat-sen University Cancer Center from January 2018 to April 2023. Propensity score matching (PSM) was performed to balance the bias between the groups. The Kaplan-Meier method and cox regression were used to analyse the survival data, and the log-rank test was used to compare the suvival time between the groups. RESULTS A total of 13 randomized controlled trials were included. HAIC alone and in combination with sorafenib were found to be effective treatments (P values for ORs: HAIC, 0.95; for HRs: HAIC + sorafenib, 0.04). After PSM, 176 HCC patients were included in the analysis. The triple therapy group (n = 88) had a longer median overall survival than the AIPB group (n = 88) (31.6 months vs 14.6 months, P < 0.001) and a greater incidence of adverse events (94.3% vs 75.4%, P < 0.001). CONCLUSION This meta-analysis suggests that HAIC-based treatments are likely to be the best choice for uHCC. Our findings confirm that triple therapy is more effective for uHCC patients than AIPB.
Collapse
Affiliation(s)
- Yu-Zhe Cao
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong Province, China
- Department of Minimally Invasive Interventional Therapy, State Key Laboratory of Oncology in South China, Guangzhou 510060, Guangdong Province, China
- Department of Minimally Invasive Interventional Therapy, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou 510060, Guangdong Province, China
| | - Guang-Lei Zheng
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong Province, China
- Department of Minimally Invasive Interventional Therapy, State Key Laboratory of Oncology in South China, Guangzhou 510060, Guangdong Province, China
- Department of Minimally Invasive Interventional Therapy, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou 510060, Guangdong Province, China
| | - Tian-Qi Zhang
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong Province, China
- Department of Minimally Invasive Interventional Therapy, State Key Laboratory of Oncology in South China, Guangzhou 510060, Guangdong Province, China
- Department of Minimally Invasive Interventional Therapy, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou 510060, Guangdong Province, China
| | - Hong-Yan Shao
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong Province, China
- Department of Minimally Invasive Interventional Therapy, State Key Laboratory of Oncology in South China, Guangzhou 510060, Guangdong Province, China
- Department of Minimally Invasive Interventional Therapy, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou 510060, Guangdong Province, China
| | - Jia-Yu Pan
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong Province, China
- Department of Minimally Invasive Interventional Therapy, State Key Laboratory of Oncology in South China, Guangzhou 510060, Guangdong Province, China
- Department of Minimally Invasive Interventional Therapy, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou 510060, Guangdong Province, China
| | - Zi-Lin Huang
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong Province, China
- Department of Minimally Invasive Interventional Therapy, State Key Laboratory of Oncology in South China, Guangzhou 510060, Guangdong Province, China
- Department of Minimally Invasive Interventional Therapy, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou 510060, Guangdong Province, China
| | - Meng-Xuan Zuo
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong Province, China
- Department of Minimally Invasive Interventional Therapy, State Key Laboratory of Oncology in South China, Guangzhou 510060, Guangdong Province, China
- Department of Minimally Invasive Interventional Therapy, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou 510060, Guangdong Province, China
| |
Collapse
|
36
|
Zhou H, Ren J, Wu F, Yang W, Zhu D, Xie Y, Shi Q, Pei Z, Shen Y, Wu L, Liu S, Shi H, Zhou W. Validation of the CRAFITY score for predicting prognosis in patients with hepatocellular carcinoma undergoing transarterial chemoembolization combined with systemic therapy. J Interv Med 2024. [DOI: 10.1016/j.jimed.2023.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2025] Open
|
37
|
Patel M, Pillai A. Management of Intermediate-Stage Hepatocellular Carcinoma: Systemic Versus Locoregional Therapy. Surg Oncol Clin N Am 2024; 33:159-172. [PMID: 37945141 DOI: 10.1016/j.soc.2023.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
Intermediate-stage hepatocellular carcinoma (HCC) comprises a heterogeneous group of patients with varying levels of tumor burden. Transarterial chemoembolization was traditionally the mainstay of treatment for intermediate-stage HCC for almost 2 decades. New and emerging treatment options have revolutionized HCC therapy, allowing for broader application to patients with intermediate- and advanced-stage disease. Accordingly, new guidelines acknowledge these options, and intermediate stage HCC can now be treated with surgical, locoregional or systemic therapies, or a combination thereof. Patients will continue to benefit from the development of complex treatment strategies in a multidisciplinary setting to optimize individual outcomes.
Collapse
Affiliation(s)
- Mikin Patel
- Department of Radiology, University of Chicago Medicine, Chicago, IL, USA
| | - Anjana Pillai
- Department of Medicine, University of Chicago Medicine, Chicago, IL, USA.
| |
Collapse
|
38
|
Tao J, Shi X, Feng X, Wu X, Qi S, Feng G, Yang X, Zhao Y, Zuo H, Shi Z. Development and Validation of a Risk Prediction Algorithm for Evaluating the Efficacy of Postoperative Adjuvant TACE Therapy for Hepatocellular Carcinoma. Comb Chem High Throughput Screen 2024; 27:1111-1118. [PMID: 37622693 DOI: 10.2174/1386207326666230824090204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 07/15/2023] [Accepted: 08/03/2023] [Indexed: 08/26/2023]
Abstract
BACKGROUND AND PURPOSE There is a lack of a reliable outcome prediction model for patients evaluating the feasibility of postoperative adjuvant transarterial chemoembolization (PATACE) therapy. Our goal was to develop an easy-to-use tool specifically for these patients. METHODS From January 2013 to June 2017, patients with hepatocellular carcinoma from the Liver Center of the First Affiliated Hospital of Chongqing Medical University received postoperative adjuvant Transarterial chemoembolization (TACE) therapy after liver cancer resection. A Cox proportional hazards model was established for these patients, followed by internal validation (enhanced bootstrap resampling technique) to further evaluate the predictive performance and discriminanceevaluate the predictive performance and discriminance, and compare it with other predictive models. The prognostic factors considered included tumour number, maximum tumor diameter, Edmondson-Steiner (ES) grade, Microvascular invasion (MVI) grade, Ki67, age, sex, hepatitis B surface antigen, cirrhosis, Alpha-fetoprotein (AFP), Albumin-bilirubin (ALBI) grade, Childpugh grade, body mass index (BMI), Neutrophil-lymphocyte ratio (NLR), Platelet-to-lymphocyte ratio (PLR). RESULTS The endpoint of the study was overall survival. The median overall survival was 36 (95%CI: 34.0-38.0) months, with 1-year, 2-year and 3-year survival rates being 96.3%, 84.0% and 75.3%, respectively. Tumour number, MVI grade, and BMI was incorporated into the model, which had good differentiation and accuracy. Internal validation (enhanced bootstrap) suggested that Harrell's C statistic is 0.72. The model consistently outperforms other currently available models. CONCLUSION This model may be an easy-to-use tool for screening patients suitable for PA-TACE treatment and guiding the selection of clinical protocols. But further research and external validation are required.
Collapse
Affiliation(s)
- Jie Tao
- Department of General Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Xiaoli Shi
- Department of General Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Xu Feng
- Department of General Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Xinhua Wu
- Department of General Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Shiguai Qi
- Department of General Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Guoying Feng
- Department of General Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Xu Yang
- Department of General Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Yufei Zhao
- Department of General Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Hangjia Zuo
- Department of General Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Zhengrong Shi
- Department of General Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| |
Collapse
|
39
|
Zhu J, Wu Y, Zhang H, Yang J, An Y, Shao S, Xia N. Efficacy of Lenvatinib in Combination With PD-1 Monoclonal Antibody and Interventional Treatment for Intermediate-Stage Hepatocellular Carcinoma: Impact on Serum Vascular Endothelial Growth Factor and Matrix Metalloproteinase-9 Levels: A Retrospective Study. Technol Cancer Res Treat 2024; 23:15330338241256812. [PMID: 38802996 PMCID: PMC11135109 DOI: 10.1177/15330338241256812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 04/17/2024] [Accepted: 05/01/2024] [Indexed: 05/29/2024] Open
Abstract
Objectives: To scrutinize the therapeutic efficiency and safety profile of lenvatinib, accompanied by the programmed cell death protein-1 (PD-1) monoclonal antibody, and interventional treatment in managing intermediate-stage hepatocellular carcinoma. Methods: Retrospective analysis was performed on clinical data from 93 patients suffering from intermediate to advanced hepatocellular carcinoma, treated at our institution from May 2018 to April 2020. Patients were divided based on the therapeutic regimen: 43 cases constituted the control group receiving lenvatinib plus transhepatic artery chemoembolization (TACE), while the remaining 50 cases in the study group were managed with lenvatinib, PD-1 monoclonal antibody, and TACE. Outcome measures included therapeutic efficacy, tumor markers (carcinoembryonic antigen [CEA], alpha-fetoprotein [AFP], α-L-fucosidase [AFU], carbohydrate antigen 199 [CA199]), immune response indices (CD3+, CD4+, CD8+, CD4+/CD8+ ratio), pertinent cytokine levels (vascular endothelial growth factor [VEGF], matrix metalloproteinase-9 [MMP-9], basic fibroblast growth factor [aFGF], acidic fibroblast growth factor [bFGF]), quality of life (as per Quality of Life Assessment Scale for Cancer Patients [QOL-LC] scores), adverse effects, and survival rates. Results: The study group exhibited a significantly enhanced total effective rate compared to the control group (74.00% vs 53.49%, P < .05). Post-treatment levels of CEA, AFP, AFU, CA199, CD8+, VEGF, MMP-9, aFGF, and bFGF were notably lower in both groups, particularly in the study group. Contrastingly, CD3+, CD4+, CD4+/CD8+ratios, and QOL-LC scores were substantially elevated in the study group (P < .05). Adverse reaction prevalence was analogous between 2 groups (27.91% vs 26.00%; P > .05). Moreover, the study group reported significantly higher 1-, 2-, and 3-year survival rates than the control group (P < .05). Conclusion: The combined use of lenvatinib, PD-1 monoclonal antibody, and interventional treatment for intermediate to advanced hepatocellular carcinoma may have a definitive therapeutic efficacy. This regimen is effective in reducing tumor marker levels, enhancing immune function, modulating VEGF, MMP-9, and other related cytokine levels, and improving patients' quality of life without significantly augmenting adverse effects. This treatment paradigm also contributes to increased survival rates and promises favorable prognosis.
Collapse
Affiliation(s)
- Jianyong Zhu
- Senior Department of Hepato-Pancreato-Biliary Surgery, The First Medical Center of PLA General Hospital, Beijing, China
| | - Yintao Wu
- Senior Department of Hepato-Pancreato-Biliary Surgery, The First Medical Center of PLA General Hospital, Beijing, China
| | - Hong Zhang
- Department of Hepato-Pancreato-Biliary Surgery, The Sixth Medical Center of PLA General Hospital, Beijing, China
| | - Jian Yang
- Department of Interventional Medicine, The Sixth Medical Center of PLA General Hospital, Beijing, China
| | - Yang An
- Senior Department of Hepato-Pancreato-Biliary Surgery, The First Medical Center of PLA General Hospital, Beijing, China
| | - Shihan Shao
- Department of Hepato-Pancreato-Biliary Surgery, The Sixth Medical Center of PLA General Hospital, Beijing, China
| | - Nianxin Xia
- Senior Department of Hepato-Pancreato-Biliary Surgery, The First Medical Center of PLA General Hospital, Beijing, China
| |
Collapse
|
40
|
Asano K, Kageyama K, Yamamoto A, Jogo A, Uchida-Kobayashi S, Sohgawa E, Murai K, Kawada N, Miki Y. Transcatheter Arterial Chemoembolization for Treatment-Naive Hepatocellular Carcinoma Has Different Treatment Effects Depending on Central or Peripheral Tumor Location. Liver Cancer 2023; 12:576-589. [PMID: 38058422 PMCID: PMC10697731 DOI: 10.1159/000530441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 03/27/2023] [Indexed: 12/08/2023] Open
Abstract
Introduction The purpose of this study was to evaluate the treatment efficacy of transcatheter arterial chemoembolization (TACE) for treatment-naive hepatocellular carcinoma (HCC) according to tumor location and burden. Methods Between 2010 and 2019, consecutive patients who underwent TACE as the first treatment were enrolled. Tumors were classified into two categories based on their location, as central or peripheral tumors. Tumors in the central zone, which is within 1 cm of the main trunk or the first branch of the portal vein, were classified as central tumors, while those located in the peripheral zone were classified as peripheral tumors. Patients were grouped according to the HCC location and up-to-7 criteria. Patients with central tumors were classified into the central arm and those with only peripheral tumors were classified into the peripheral arm. Patients within and beyond the up-to-7 criteria were classified into the up-to-7 in and up-to-7 out-groups, respectively. Local recurrence-free survival (LRFS) and progression-free survival (PFS) were compared per nodule (central tumor vs. peripheral tumor) and per patient (central arm vs. peripheral arm), respectively. The prognostic factors of LRFS and PFS were analyzed by univariate and multivariate analyses. Results A total of 174 treatment-naive patients with 352 HCCs were retrospectively enrolled. Ninety-six patients and 130 lesions were selected by propensity score matching. Median LRFS was longer for peripheral tumors than central tumors (not reached vs. 3.3 months, p < 0.001). Median PFS was 17.1 months (8.3-24.9) in the peripheral arm and up-to-7 in, 7.0 months (3.3-12.7) in the peripheral arm and up-to-7 out, 8.4 months (4.0-12.6) in the central arm and up-to-7 in, and 3.0 months (1.2-4.9) in the central arm and up-to-7 out-groups. The peripheral arm and up-to-7 in-groups had significantly longer PFS than the other three groups (p = 0.013, p = 0.015, p < 0.001, respectively). Multivariate analysis confirmed that the central zone and central arm were associated with high adjusted hazard ratios for tumor recurrence or death (2.87, p < 0.001; 2.89, p < 0.001, respectively). Conclusion Treatment-naive HCCs in the peripheral zone had a longer LRFS and PFS following TACE compared to those in the central zone.
Collapse
Affiliation(s)
- Kazuo Asano
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka City University, Osaka, Japan
| | - Ken Kageyama
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Akira Yamamoto
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Atsushi Jogo
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Sawako Uchida-Kobayashi
- Department of Premier Preventive Medicine, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Etsuji Sohgawa
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Kazuki Murai
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Norifumi Kawada
- Department of Hepatology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Yukio Miki
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| |
Collapse
|
41
|
Jin ZC, Zhong BY, Chen JJ, Zhu HD, Sun JH, Yin GW, Ge NJ, Luo B, Ding WB, Li WH, Chen L, Wang YQ, Zhu XL, Yang WZ, Li HL, Teng GJ. Real-world efficacy and safety of TACE plus camrelizumab and apatinib in patients with HCC (CHANCE2211): a propensity score matching study. Eur Radiol 2023; 33:8669-8681. [PMID: 37368105 PMCID: PMC10667391 DOI: 10.1007/s00330-023-09754-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 02/23/2023] [Accepted: 03/19/2023] [Indexed: 06/28/2023]
Abstract
OBJECTIVES This study aimed to investigate the efficacy and safety of transarterial chemoembolization (TACE) plus camrelizumab, a monoclonal antibody targeting programmed death-1, and apatinib for patients with intermediate and advanced hepatocellular carcinoma (HCC) in a real-world setting. METHODS A total of 586 HCC patients treated with either TACE plus camrelizumab and apatinib (combination group, n = 107) or TACE monotherapy (monotherapy group, n = 479) were included retrospectively. Propensity score matching analysis was used to match patients. The overall survival (OS), progression-free survival (PFS), objective response rate (ORR), and safety in the combination group were described in comparison to monotherapy. RESULTS After propensity score matching (1:2), 84 patients in the combination group were matched to 147 patients in the monotherapy group. The median age was 57 years and 71/84 (84.5%) patients were male in the combination group, while the median age was 57 years with 127/147 (86.4%) male in the monotherapy group. The median OS, PFS, and ORR in the combination group were significantly higher than those in the monotherapy group (median OS, 24.1 vs. 15.7 months, p = 0.008; median PFS, 13.5 vs. 7.7 months, p = 0.003; ORR, 59.5% [50/84] vs. 37.4% [55/147], p = 0.002). On multivariable Cox regression, combination therapy was associated with significantly better OS (adjusted hazard ratio [HR], 0.41; 95% confidence interval [CI], 0.26-0.64; p < 0.001) and PFS (adjusted HR, 0.52; 95% CI, 0.37-0.74; p < 0.001). Grade 3 or 4 adverse events occurred in 14/84 (16.7%) and 12/147 (8.2%) in the combination and monotherapy groups, respectively. CONCLUSIONS TACE plus camrelizumab and apatinib showed significantly better OS, PFS, and ORR versus TACE monotherapy for predominantly advanced HCC. CLINICAL RELEVANCE STATEMENT Compared with TACE monotherapy, TACE plus immunotherapy and molecular targeted therapy showed better clinical efficacy for predominantly advanced HCC patients, with a higher incidence of adverse events. KEY POINTS • This propensity score-matched study demonstrates that TACE plus immunotherapy and molecular targeted therapy have a longer OS, PFS, and ORR compared with TACE monotherapy in HCC. • Grade 3 or 4 adverse events occurred in 14/84 (16.7%) patients treated with TACE plus immunotherapy and molecular targeted therapy compared with 12/147 (8.2%) patients in the monotherapy group, while no grade 5 adverse events were observed in all cohorts.
Collapse
Affiliation(s)
- Zhi-Cheng Jin
- Center of Interventional Radiology & Vascular Surgery, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, 210009, China
| | - Bin-Yan Zhong
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Soochow University, Suzhou, 215006, China
| | - Jian-Jian Chen
- Center of Interventional Radiology & Vascular Surgery, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, 210009, China
| | - Hai-Dong Zhu
- Center of Interventional Radiology & Vascular Surgery, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, 210009, China
| | - Jun-Hui Sun
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310003, China
| | - Guo-Wen Yin
- Department of Interventional Radiology, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research & The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, 210009, China
| | - Nai-Jian Ge
- Department of Interventional Radiology, Eastern Hospital of Hepatobiliary Surgery, Second Military Medical University, Shanghai, 200438, China
| | - Biao Luo
- Center of Interventional Radiology & Vascular Surgery, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, 210009, China
| | - Wen-Bin Ding
- Department of Interventional Radiology, Nantong First People's Hospital, Nantong, 226001, China
| | - Wen-Hui Li
- Department of Interventional Radiology, Yancheng Third People's Hospital, Yancheng, 224008, China
| | - Li Chen
- Center of Interventional Radiology & Vascular Surgery, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, 210009, China
| | - Yu-Qing Wang
- Center of Interventional Radiology & Vascular Surgery, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, 210009, China
| | - Xiao-Li Zhu
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Soochow University, Suzhou, 215006, China.
| | - Wei-Zhu Yang
- Department of Interventional Radiology, Union Hospital of Fujian Medical University, Fuzhou, 350001, China.
| | - Hai-Liang Li
- Department of Minimally Invasive Intervention, The Affiliated Cancer Hospital of Zhengzhou University, Zhengzhou, 450008, China.
| | - Gao-Jun Teng
- Center of Interventional Radiology & Vascular Surgery, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, 210009, China.
| |
Collapse
|
42
|
Zeng N, Wang Y, Wan Y, Wang H, Li N. The Antitumor Impact of Combining Hepatic Artery Ligation With Copper Chelators for Liver Cancer. Clin Med Insights Oncol 2023; 17:11795549231204612. [PMID: 38023286 PMCID: PMC10666691 DOI: 10.1177/11795549231204612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 09/13/2023] [Indexed: 12/01/2023] Open
Abstract
Background Hepatocellular carcinoma (HCC) is one of the main cancer-related mortality worldwide. Thus, there is a constant search for improvement in treatment strategies to enhance the prognosis of this malignancy. The study aims to investigate the combined antitumor activity of ammonium tetrathiomolybdate (TM, copper chelator) combined with hepatic artery ligation (HAL) for liver cancer. Methods A total of 40 Sprague-Dawley (SD) rats bearing hepatic tumors were randomly divided into four groups: the control group without any treatment (control), HAL only (HAL), given TM by gavage (TM), and given TM combined with HAL (HAL + TM). The concentrations of serum copper were measured at the predetermined time points. Tumor growth rate, overall survival (OS), expression of hypoxia-inducible factor-1α (HIF-1α), vascular endothelial growth factor (VEGF), and microvessel density (MVD), as determined by immunohistochemical examination, were compared. Results HAL treatment transiently could elevate alanine transaminase (ALT) and aspartate transaminase (AST) but resumed to baseline within 1 week. Serum copper was significantly increased in tumor-bearing animals over time. The values of serum copper in the three treatment groups were significantly lower than those in the control group at different time points, with the lowest values observed in the TM group (P < .05). The average tumor size was 30.33 ± 2.58, 20.83 ± 2.93, 16.80 ± 3.84, and 10.88 ± 1.08 mm in the control, HAL, TM, and HAL + TM groups, respectively (HAL + TM vs other groups, all P < .05). In addition, the expression levels of HIF-1α, VEGF, and MVD were significantly lower in the HAL + TM group than those in the other groups (P < .05). The OS of rats in the combined groups was significantly prolonged combined to the other groups (P < .05), with survival time of 19.1 ± 0.64, 25.4 ± 1.24, 25.3 ± 1.78, and 29.9 ± 2.22 days in the control, HAL, TM, and HAL + TM groups, respectively. Conclusion These findings suggest that combined treatment with TM and HAL holds great potential for liver cancer treatment by reducing tumor hypoxia and angiogenesis. The observed results indicate that these combinations may offer a novel target and strategy for interventional therapy of liver cancer.
Collapse
Affiliation(s)
- Ni Zeng
- Center for Translational Medicine, Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Ye Wang
- School of Medicine, South China University of Technology, Guangzhou, China
| | - Yuan Wan
- Interventional Center, The Sixth Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Hongyu Wang
- Department of Interventional Therapy, Guangdong Provincial Hospital of Chinese Medicine and Guangdong Provincial Academy of Chinese Medical Sciences, Guangzhou, China
| | - Nan Li
- Department of Interventional Radiology, Guangzhou First People’s Hospital, Guangzhou, China
| |
Collapse
|
43
|
Hu ZX, Xu XY, Wang Z, Huang JT, Li WC, Zhang S, Shen J, Zhong BY, Zhu XL. Prognosis Prediction of CRAFITY Score in HCC Undergoing TACE Combined with PD-(L)1 Inhibitors and Molecular Targeted Therapy. J Hepatocell Carcinoma 2023; 10:2073-2082. [PMID: 38022730 PMCID: PMC10676090 DOI: 10.2147/jhc.s439660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 11/10/2023] [Indexed: 12/01/2023] Open
Abstract
Background The CRAFITY (C-reactive protein and alpha-fetoprotein in immunotherapy) score has demonstrated prognostic significance in hepatocellular carcinoma (HCC) patients undergoing immunotherapy. The study aimed to validate accuracy of CRAFITY score on predicting prognosis for patients with HCC treated with transarterial chemoembolization (TACE) combined with PD-(L)1 inhibitors and molecular targeted therapy. Methods Eighty-five HCC patients who underwent TACE in combination with molecular targeted therapy (MTT) and PD-(L)1 Inhibitors were consecutively enrolled from November 2019 to November 2022. Patients were divided into CRAFITY 0 score (n=32), CRAFITY 1 score (n=31), and CRAFITY 2 score (n=22), respectively. The primary outcomes were overall survival (OS) and progression-free survival (PFS), and the secondary outcomes included tumor response rate and treatment-related adverse events (TRAEs). Factors affecting survival were identified via Cox regression analysis. Results The median overall survival (OS) for HCC patients with CRAFITY scores of 0, 1, and 2 was 33.4 months (95% confidence interval [CI]: 27.1-39.7), 34.5 months (95% CI: 23.1-45.9), and 24.2 months (95% CI: 13.9-39.3), respectively, there were statistical differences among the three groups (p<0.05). The progression-free survival (PFS) was 14.1 months (95% CI: 10.0-18.2), 14.1 months (95% CI: 9.0-19.2), and 9.3 months (95% CI: 7.2-11.4) for patients with CRAFITY scores of 1, 2, and 3, respectively, with a significant difference between the three groups (p<0.05). In patients with CRAFITY scores of 1, 2, and 3, the disease control rates (DCR) were 94%, 84%, and 73%, respectively (p < 0.05), while the overall response rates (ORR) were 78.1%, 67.7%, and 59.1%, respectively (p = 0.318). A higher CRAFITY score showed a correlation with an increased frequency of fatigue and grade 3 fever (p<0.05). Moreover, CRAFITY 2 score was an independent risk factor for both OS (HR = 2.610(1.281-4.564), p = 0.014) and PFS (HR = 2.419(1.281-4.564), p = 0.006). Conclusion The CRAFITY score may provide an efficient predictive capacity for prognosis in HCC patients undergoing TACE combined with PD-(L)1 inhibitors and molecular targeted therapy.
Collapse
Affiliation(s)
- Ze-Xin Hu
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
| | - Xiao-Yang Xu
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
| | - Ze Wang
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
| | - Jin-Tao Huang
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
| | - Wan-Ci Li
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
| | - Shuai Zhang
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
| | - Jian Shen
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
| | - Bin-Yan Zhong
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
| | - Xiao-Li Zhu
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
| |
Collapse
|
44
|
Lopera Valle JS, Puello Correa DF, Sanín E. "Six-and-Twelve" Prognostic Score in Transarterial Chemoembolization-Treated Hepatocellular Carcinoma Patients. Cureus 2023; 15:e49575. [PMID: 38156124 PMCID: PMC10754221 DOI: 10.7759/cureus.49575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/27/2023] [Indexed: 12/30/2023] Open
Abstract
OBJECTIVE This study aimed to evaluate the overall survival of hepatocellular carcinoma patients who qualify for transarterial chemoembolization (TACE) using the "six-and-twelve" prognostic score. The research was conducted on a patient cohort between 2009 and 2019. MATERIALS AND METHODS A retrospective cohort study was conducted, involving patients diagnosed with unresectable hepatocarcinoma, Barcelona Clinic Liver Cancer (BCLC) staging A or B, and Child-Pugh staging A or B. Exclusion criteria included patients with spontaneous tumor rupture, other neoplasms, decompensated liver cirrhosis, and a lack of reference images. The study assessed the size of the largest nodule and the number of tumors based on imaging studies. Overall survival was defined as the time from initial TACE to death from any cause, with telephonic follow-up conducted. Patients were categorized into three groups based on tumor burden: ≤6, >6-≤12, and >12. Mortality rates at 12, 24, and 36 months were compared using the chi-square test for categorical variables and the ANOVA and Kruskal-Wallis tests for continuous variables, depending on their distribution. RESULTS A total of 90 patients were included in the study, with a median age of 69 years (interquartile range (IQR): 62-77). Among the patients, 61.1% had a tumor burden of six or less. The overall survival rate was found to have a median of 28.4 months (IQR: 26.3-30.5), with survival rates at one, two, and three years being 84.7%, 55.2%, and 29.4%, respectively. It was observed that mortality increased in proportion to tumor burden, and this difference was statistically significant. CONCLUSION The use of tumor burden, with cut-off points of six and 12, as a prognostic score proved to be a valuable tool for predicting mortality in the studied cohort.
Collapse
Affiliation(s)
- Johan S Lopera Valle
- Interventional Radiology, San Vicente Fundación University Hospital, Medellín, COL
| | | | - Emilio Sanín
- Interventional Radiology, Pablo Tobón Uribe Hospital, Medellín, COL
| |
Collapse
|
45
|
Coffman-D’Annibale K, Xie C, Hrones DM, Ghabra S, Greten TF, Monge C. The current landscape of therapies for hepatocellular carcinoma. Carcinogenesis 2023; 44:537-548. [PMID: 37428789 PMCID: PMC10588973 DOI: 10.1093/carcin/bgad052] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 06/22/2023] [Accepted: 07/07/2023] [Indexed: 07/12/2023] Open
Abstract
Globally, primary liver cancer is the third leading cause of cancer-related deaths, with approximately 830 000 deaths worldwide in 2020, accounting for 8.3% of total deaths from all cancer types (1). This disease disproportionately affects those in countries with low or medium Human Development Index scores in Eastern Asia, South-Eastern Asia, and Northern and Western Africa (2). Hepatocellular carcinoma (HCC), the most common type of primary liver cancer, often develops in the background of chronic liver disease, caused by hepatitis B or C virus, non-alcoholic steatohepatitis (NASH), or other diseases that cause cirrhosis. Prognosis can vary dramatically based on number, size, and location of tumors. Hepatic synthetic dysfunction and performance status (PS) also impact survival. The Barcelona Clinic Liver Cancer (BCLC) staging system best accounts for these variations, providing a reliable prognostic stratification. Therapeutic considerations of this complex disease necessitate a multidisciplinary approach and can range from curative-intent surgical resection, liver transplantation or image-guided ablation to more complex liver-directed therapies like transarterial chemoembolization (TACE) and systemic therapy. Recent advances in the understanding of the tumor biology and microenvironment have brought new advances and approvals for systemic therapeutic agents, often utilizing immunotherapy or VEGF-targeted agents to modulate the immune response. This review will discuss the current landscape in the treatments available for early, intermediate, and advanced stage HCC.
Collapse
Affiliation(s)
- Kelley Coffman-D’Annibale
- National Cancer Institute, Gastrointestinal Malignancies Section, Thoracic and Gastrointestinal Oncology Branch, Center for Cancer Research, Bethesda, MD, USA
| | - Changqing Xie
- National Cancer Institute, Gastrointestinal Malignancies Section, Thoracic and Gastrointestinal Oncology Branch, Center for Cancer Research, Bethesda, MD, USA
| | - Donna M Hrones
- National Cancer Institute, Gastrointestinal Malignancies Section, Thoracic and Gastrointestinal Oncology Branch, Center for Cancer Research, Bethesda, MD, USA
| | - Shadin Ghabra
- National Cancer Institute, Gastrointestinal Malignancies Section, Thoracic and Gastrointestinal Oncology Branch, Center for Cancer Research, Bethesda, MD, USA
| | - Tim F Greten
- National Cancer Institute, Gastrointestinal Malignancies Section, Thoracic and Gastrointestinal Oncology Branch, Center for Cancer Research, Bethesda, MD, USA
- National Cancer Institute, NCI CCR Liver Cancer Program, National Institutes of Health, Bethesda, MD, USA
| | - Cecilia Monge
- National Cancer Institute, Gastrointestinal Malignancies Section, Thoracic and Gastrointestinal Oncology Branch, Center for Cancer Research, Bethesda, MD, USA
| |
Collapse
|
46
|
Zhong JW, Nie DD, Huang JL, Luo RG, Cheng QH, Du QT, Guo GH, Bai LL, Guo XY, Chen Y, Chen SH. Prediction model of no-response before the first transarterial chemoembolization for hepatocellular carcinoma: TACF score. Discov Oncol 2023; 14:184. [PMID: 37847433 PMCID: PMC10581972 DOI: 10.1007/s12672-023-00803-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 10/09/2023] [Indexed: 10/18/2023] Open
Abstract
Previous clinic models for patients with hepatocellular carcinoma (HCC) receiving transarterial chemoembolization (TACE) mainly focused on the overall survival, whereas a simple-to-use tool for predicting the response to the first TACE and the management of risk classification before TACE are lacking. Our aim was to develop a scoring system calculated manually for these patients. A total of 437 patients with hepatocellular carcinoma (HCC) who underwent TACE treatment were carefully selected for analysis. They were then randomly divided into two groups: a training group comprising 350 patients and a validation group comprising 77 patients. Furthermore, 45 HCC patients who had recently undergone TACE treatment been included in the study to validate the model's efficacy and applicability. The factors selected for the predictive model were comprehensively based on the results of the LASSO, univariate and multivariate logistic regression analyses. The discrimination, calibration ability and clinic utility of models were evaluated in both the training and validation groups. A prediction model incorporated 3 objective imaging characteristics and 2 indicators of liver function. The model showed good discrimination, with AUROCs of 0.735, 0.706 and 0.884 and in the training group and validation groups, and good calibration. The model classified the patients into three groups based on the calculated score, including low risk, median risk and high-risk groups, with rates of no response to TACE of 26.3%, 40.2% and 76.8%, respectively. We derived and validated a model for predicting the response of patients with HCC before receiving the first TACE that had adequate performance and utility. This model may be a useful and layered management tool for patients with HCC undergoing TACE.
Collapse
Affiliation(s)
- Jia-Wei Zhong
- Department of Gastroenterology, Digestive Disease Hospital, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Dan-Dan Nie
- Department of Gastroenterology, Fengcheng People's Hospital, Fengcheng, Jiangxi, China
| | - Ji-Lan Huang
- Medical Imaging Department, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Rong-Guang Luo
- Department of Interventional Medicine, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Qing-He Cheng
- Department of Gastroenterology, Digestive Disease Hospital, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Qiao-Ting Du
- Department of Gastroenterology, Digestive Disease Hospital, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Gui-Hai Guo
- Department of Gastroenterology, Digestive Disease Hospital, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Liang-Liang Bai
- Department of Gastroenterology, Digestive Disease Hospital, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Xue-Yun Guo
- Department of Gastroenterology, Digestive Disease Hospital, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Yan Chen
- Department of Interventional Medicine, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Si-Hai Chen
- Department of Gastroenterology, Digestive Disease Hospital, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China.
- Postdoctoral Innovation Practice Base, The First Affiliated Hospital of Nanchang University, Nanchang, People's Republic of China.
| |
Collapse
|
47
|
Waked I, Alsammany S, Tirmazy SH, Rasul K, Bani-Issa J, Abdel-Razek W, Omar A, Shafik A, Eid S, Abdelaal A, Hosni A, Esmat G. Multidisciplinary consensus recommendations for management of hepatocellular carcinoma in Middle East and North Africa region. Liver Int 2023; 43:2062-2077. [PMID: 37553777 DOI: 10.1111/liv.15685] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 06/30/2023] [Accepted: 07/20/2023] [Indexed: 08/10/2023]
Abstract
Hepatocellular carcinoma (HCC) is a growing health concern projected to cross over a million cases worldwide by 2025. HCC presents a significant burden of disease in Middle East and North African (MENA) countries due to a high prevalence of risk factors such as hepatitis C and B infections and rising incidence of non-alcoholic steatohepatitis and non-alcoholic fatty liver disease. In August 2022, an advisory meeting consisting of experts from 5 MENA countries was convened in an attempt to provide consensus recommendations on HCC screening, early diagnosis, current treatment modalities and unmet medical needs in the region. Data were collected from a pre-meeting survey questionnaire and responses analysed and presented during the advisory meeting. This review summarizes the evidence discussed at the meeting and provides expert recommendations on the management of HCC. The 2022 update of Barcelona clinic liver cancer (BCLC) staging and treatment strategy and its implementation in the MENA region was extensively discussed. A key consensus of the expert panel was that multidisciplinary care is crucial to effective patient management that results in better clinical outcomes and overall survival of the patient. The panel recommended the use of predictive and early response biomarkers to guide clinicians in arriving at more effective therapeutic decisions. The experts also emphasized the role of robust screening/surveillance systems, population-based registries, effective referral pathways and standardization of guidelines to ensure the successful management of HCC in the region.
Collapse
Affiliation(s)
- Imam Waked
- Department of Medicine, National Liver Institute, Menoufia University, Shebin El-Kom, Egypt
| | - Sherif Alsammany
- Department of Medical Oncology, King Abdullah Medical City, Mecca, KSA
| | | | - Kakil Rasul
- Department of Medical Oncology, GI Unit, National Centre for Cancer Care and Research, Doha, Qatar
| | - Jafar Bani-Issa
- Department of Interventional Radiology, King Hussein Cancer Center, Amman, Jordan
| | - Wael Abdel-Razek
- Department of Hepatology and Gastroenterology, National Liver Institute, Menoufia University, Shebin El-Kom, Egypt
| | - Ashraf Omar
- Department of Endemic Medicine and Hepato-Gastroentrology, Cairo University, Cairo, Egypt
| | - Amr Shafik
- Department of Clinical Oncology, Ain Shams University, Cairo, Egypt
| | - Salem Eid
- Department of Medical Oncology, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Amr Abdelaal
- Department of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, Ain Shams University, Cairo, Egypt
| | - Ahmed Hosni
- Department of Diagnostic and Interventional Radiology, Cairo University, Cairo, Egypt
| | - Gamal Esmat
- Department of Endemic Medicine and Hepato-Gastroentrology, Cairo University, Cairo, Egypt
| |
Collapse
|
48
|
Huang K, Wu Y, Fan W, Zhao Y, Xue M, Liu H, Tang Y, Li J. Identification of BRD7 by whole-exome sequencing as a predictor for intermediate-stage hepatocellular carcinoma in patients undergoing TACE. J Cancer Res Clin Oncol 2023; 149:11247-11261. [PMID: 37365429 DOI: 10.1007/s00432-023-04883-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Accepted: 05/19/2023] [Indexed: 06/28/2023]
Abstract
OBJECTIVE In the present study, we aimed to identify potential predictors of intermediate-stage hepatocellular carcinoma (HCC) using whole-exome sequencing (WES) in patients undergoing transarterial chemoembolization (TACE). MATERIALS AND METHODS In A total of 51 patients, newly diagnosed with intermediate-stage HCC between January 2013 and December 2020, were enrolled. Prior to treatment, histological samples were collected for western blotting and immunohistochemistry. The predictive roles of clinical indicators and genes in patient prognosis were analyzed using univariate and multivariate analyses. Finally, the correlation between imaging features and gene signatures was examined. RESULTS Using WES, we identified that bromodomain-containing protein 7 (BRD7) was significantly mutated in patients with different TACE responses. No significant difference in BRD7 expression was observed between patients with and without BRD7 mutations. HCC tumors exhibited higher BRD7 than normal liver tissues. Multivariate analysis revealed that alpha-fetoprotein (AFP), BRD7 expression, and BRD7 mutations were independent risk factors for progression-free survival (PFS). In addition, Child-Pugh class, BRD7 expression, and BRD7 mutations were independent risk factors for overall survival (OS). Patients with wild-type BRD7 and high BRD7 expression had worse PFS and OS, whereas those with mutated BRD7 and low BRD7 expression exhibited the best PFS and OS. The Kruskal-Wallis test revealed that wash-in enhancement on computed tomography might be an independent risk factor for high BRD7 expression. CONCLUSION BRD7 expression may be an independent risk factor for prognosis in patients with HCC undergoing TACE. Imaging features such as wash-in enhancement are closely related to BRD7 expression.
Collapse
Affiliation(s)
- Kun Huang
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China
- Department of Radiology, Guizhou Provincial People's Hospital, No. 83 East Zhongshan Road, Guiyang, 550002, Guizhou, China
| | - Yanqin Wu
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Wenzhe Fan
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Yue Zhao
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Miao Xue
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Haikuan Liu
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Yiyang Tang
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Jiaping Li
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China.
| |
Collapse
|
49
|
Jiang JQ, Huang JT, Zhong BY, Wang WD, Sun JH, Wang Q, Ding WB, Ni CF, Zhu XL. Transarterial Chemoembolization for Patients with Unresectable Hepatocellular Carcinoma with Child-Pugh B7. J Hepatocell Carcinoma 2023; 10:1629-1638. [PMID: 37791066 PMCID: PMC10543745 DOI: 10.2147/jhc.s422300] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 09/18/2023] [Indexed: 10/05/2023] Open
Abstract
Background and Objectives This study aimed to evaluate the efficacy and safety of transarterial chemoembolization (TACE) in patients with unresectable early or intermediate hepatocellular carcinoma (HCC) and Child-Pugh (CP)-B liver dysfunction. Methods This multicenter retrospective study enrolled patients with treatment-naïve HCC treated with TACE monotherapy between January 2012 and December 2020 at six Chinese hospitals. The primary outcome was overall survival (OS), and the secondary outcomes included the objective response rate (ORR) according to the modified RECIST and adverse events (AEs). Propensity score matching (PSM) was performed to reduce bias between the CP-B and CP-A groups. Results A total of 847 patients were included in the study. CP-A patients had significantly longer OS (median, 22.0 vs 19.3 months, P = 0.032) than CP-B (score of 7-9) patients, but a non-significant trend compared with CP-B (score of 7) patients (median, 22.0 vs 20.5 months, P = 0.254). After PSM, the median OS was 22.7 months for CP-A patients, while it was 19.3 months for CP-B (score of 7-9) patients (p = 0.026) and 20.5 months for CP-B (score of 7) patients (p = 0.155). CP-A patients achieved a significantly better ORR (53.0% vs 35.8%, P < 0.05) compared to CP-B (score of 7-9) patients, but a non-significant trend was observed in CP-B (score of 7) patients (53.0% vs 51.1%, P > 0.05). The post-embolization syndrome rates in the CP-A and CP-B (score of 7) cohorts were 52.1% and 53.3%, respectively. No new safety concerns were observed. Conclusion Patients with HCC with a CP score of 7 receiving TACE showed a similar prognosis and safety profile to CP-A patients.
Collapse
Affiliation(s)
- Jian-Qiang Jiang
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
- Department of Interventional Therapy, Nantong Tumor Hospital, Nantong, People’s Republic of China
| | - Jin-Tao Huang
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
| | - Bin-Yan Zhong
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
| | - Wei-Dong Wang
- Department of Interventional Radiology, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi, People’s Republic of China
| | - Jun-Hui Sun
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
| | - Qi Wang
- Department of Interventional Radiology, Third Affiliated Hospital of Soochow University, Changzhou First Hospital, Changzhou, People’s Republic of China
| | - Wen-Bin Ding
- Department of Interventional Radiology, Nantong First People’s Hospital, Nantong, People’s Republic of China
| | - Cai-Fang Ni
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
| | - Xiao-Li Zhu
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, People’s Republic of China
| |
Collapse
|
50
|
Zhang N, He XF, Niu XK. Mapping research trends of transarterial chemoembolization for hepatocellular carcinoma from 2012 to 2021: A bibliometric analysis. World J Methodol 2023; 13:345-358. [PMID: 37771871 PMCID: PMC10523245 DOI: 10.5662/wjm.v13.i4.345] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 07/20/2023] [Accepted: 08/21/2023] [Indexed: 09/19/2023] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide and the second leading cause of cancer-related deaths. Transcatheter arterial chemoembolization (TACE) is a therapy where drugs aimed to slow or halt tumor development are injected into the artery supplying for HCC tissues. A comprehensive analysis of all the articles on TACE for HCC can give us a general understanding of the progress in this field and provide guidance for future research. AIM To analyze and visualize scientific results and research trends in TACE treatment for HCC. METHODS The "Web of Science" database was used to identify articles regarding TACE for the treatment of HCC from 2012 to 2021. VOSviewer and CiteSpace were used to analyze the publications trends, collaboration between countries/insti-tutions/authors, and the co-occurrence of keywords, keyword bursts, and references. RESULTS A total of 5728 original articles on TACE for HCC were retrieved. Regarding the volume of publications, the total number of yearly publications showed a generally increasing trend. China had the highest number of articles, while the United States achieved the highest Hirsch index and highest number of citations. The Sun Yat-sen University in China was most prolific institution. The most active author was Park, J.W from South Korea. The Journal of Vascular and Interventional Radiology (234 articles) was the most productive journal. There is a growing trend toward international collaboration in TACE for HCC. Cluster networks of co-cited references suggested that practice guidelines and targeted therapies are an essential theme in this field. In addition, cluster analysis based on keyword co-occurrence identified the research topic "prediction of TACE treatment" as a hotspot, and propensity score matching can be used to help investigators conduct innovative studies in the future. CONCLUSION The results of our bibliometric analysis provide the latest trends and hot topics in TACE therapy for HCC.
Collapse
Affiliation(s)
- Na Zhang
- Department of General Practice, Affiliated Hospital of Chengdu University, Chengdu 610081, Sichuan Province, China
| | - Xiao-Feng He
- Department of Interventional Radiology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong Province, China
| | - Xiang-Ke Niu
- Department of Interventional Radiology, Affiliated Hospital of Chengdu University, Chengdu 610081, Sichuan Province, China
- Department of Interventional Radiology, Sichuan Cancer Hospital & Research Institute, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610041, Sichuan Province, China
| |
Collapse
|