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Wen Z, Tuo S, Ran Q, Yuan J, Li Y, Zhang Y, Chang D, Li C, Dai S, Wang J, Tantai X. Effect of adipose-related parameters on mortality in patients with liver cirrhosis: a meta-analysis. Ann Med 2025; 57:2473627. [PMID: 40038873 PMCID: PMC11884100 DOI: 10.1080/07853890.2025.2473627] [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: 08/29/2024] [Revised: 02/06/2025] [Accepted: 02/13/2025] [Indexed: 03/06/2025] Open
Abstract
BACKGROUND Some adipose-related parameters exhibit distinct prognostic value in patients with cirrhosis. However, the magnitude and direction of the association between individual adipose parameter and mortality in patients with cirrhosis are unclear. AIM This study aimed to evaluate the association between individual adipose parameter and mortality in patients with cirrhosis using the meta-analysis method. METHODS The PubMed, Embase, Web of Science, China Biological Medicine, WanFang, and China National Knowledge Infrastructure databases were searched from inception through December 15, 2023, to identify eligible studies. The impact of each adipose parameter on mortality was assessed by the pooled unadjusted or adjusted hazard ratio (HR) with 95% confidence intervals (CIs) using the random effects model. RESULTS A total of 33 studies involving 9626 patients were included in our analysis, with 11 adipose parameters evaluated. The pooled prevalence of sarcopenic obesity (SO) and myosteatosis in patients with cirrhosis was 15.5% and 34.4%, respectively. In adjusted analysis, each unit increase in subcutaneous adipose tissue index (SATI) (HR: 0.99, 95% CI: 0.98-1.00) or muscle attenuation (MA) (HR: 0.94, 95% CI: 0.90-0.98) and each unit decrease in visceral-to-subcutaneous adipose tissue ratio (VSR) (HR: 1.92, 95% CI: 1.45-2.54) showed an independent association with a decreased risk of mortality. However, concurrent myosteatosis (HR: 1.88, 95% CI: 1.48-2.40) or SO (HR: 2.77, 95% CI: 1.95-3.93) significantly increased the risk of mortality in patients with cirrhosis. CONCLUSION Decreased SATI or MA, increased VSR, and concurrent myosteatosis or SO were independently associated with a higher risk of mortality in patients with cirrhosis.
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Affiliation(s)
- Zhang Wen
- Department of Gastroenterology, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Shuyue Tuo
- Department of Gastroenterology, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Qiuju Ran
- Department of Gastroenterology, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Jia Yuan
- Department of Gastroenterology, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Yong Li
- Department of Gastroenterology, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Ying Zhang
- Department of Gastroenterology, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Danyan Chang
- Department of Gastroenterology, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Chan Li
- Department of Gastroenterology, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Shejiao Dai
- Department of Gastroenterology, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Jinhai Wang
- Department of Gastroenterology, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Xinxing Tantai
- Department of Gastroenterology, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
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Xiang Y, Tie J, Wang G, Zhuge Y, Wu H, Zhu X, Xue H, Liu S, Yang L, Xu J, Zhang F, Zhang M, Wei B, Li P, Wang Z, Wu W, Chen C, Yang S, Han Y, Tang C, Qi X, Zhang C. Post-TIPS Overt Hepatic Encephalopathy Increases Long-Term but Not Short-Term Mortality in Cirrhotic Patients With Variceal Bleeding: A Large-Scale, Multicenter Real-World Study. Aliment Pharmacol Ther 2025; 61:1183-1196. [PMID: 39962750 DOI: 10.1111/apt.18509] [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: 11/06/2024] [Revised: 11/24/2024] [Accepted: 01/06/2025] [Indexed: 03/15/2025]
Abstract
BACKGROUND Transjugular intrahepatic portosystemic shunt (TIPS) is an established procedure for managing portal hypertension in cirrhotic patients, but the impact of post-TIPS overt hepatic encephalopathy (OHE) on survival remains controversial. While its effect on short-term survival is well-documented, its long-term implications remain unclear. AIMS This study aims to investigate the long-term impact of post-TIPS OHE on mortality in cirrhotic patients for variceal bleeding, focusing on the timing and predictive value of OHE beyond the first year post-TIPS. METHODS A multicenter, retrospective cohort study was conducted involving 3262 cirrhotic patients who underwent TIPS for variceal bleeding at seven Chinese tertiary centers between January 2010 and June 2020. Clinical data, including demographics, procedure details, post-TIPS complications and survival outcomes, were collected. The primary endpoints were all-cause mortality and OHE, with follow-up until death, liver transplantation or 60 months. Propensity score matching minimised confounding effects, and multivariate Fine-Grey competing risk models identified independent mortality predictors. RESULTS During a median follow-up of 1077 days, 33.2% developed post-TIPS OHE, associated with higher MELD and Child-Pugh scores. Among these, 19.3% died, with a median time from OHE onset to death of 947 days. Post-TIPS OHE was not linked to early survival (within 12 months) but emerged as an independent predictor of long-term mortality beyond 24 months, consistent across various clinical scenarios. CONCLUSION Post-TIPS OHE does not affect short-term survival but significantly increases long-term mortality risk. These findings highlight the need for continuous monitoring and tailored interventions to improve long-term outcomes in post-TIPS patients.
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Affiliation(s)
- Yi Xiang
- Liver Disease Center of Integrated Traditional Chinese and Western Medicine, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging and Interventional Radiology, Nanjing, Jiangsu, China
| | - Jun Tie
- National Clinical Research Center for Digestive Diseases and Xijing Hospital of Digestive Diseases, Air Force Medical University, Xi'an, Shaanxi, China
| | - Guangchuan Wang
- Department of Gastroenterology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Yuzheng Zhuge
- Department of Gastroenterology, Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China
| | - Hao Wu
- Department of Gastroenterology and Hepatology, West China Hospital, Chengdu, Sichuan, China
| | - Xiaoli Zhu
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Hui Xue
- Gastroenterology of the First Affiliated Hospital of Xi'an Jiao Tong University, Xi'an, Shaanxi, China
| | - Shanghao Liu
- Liver Disease Center of Integrated Traditional Chinese and Western Medicine, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging and Interventional Radiology, Nanjing, Jiangsu, China
| | - Ling Yang
- Liver Disease Center of Integrated Traditional Chinese and Western Medicine, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging and Interventional Radiology, Nanjing, Jiangsu, China
| | - Jiao Xu
- National Clinical Research Center for Digestive Diseases and Xijing Hospital of Digestive Diseases, Air Force Medical University, Xi'an, Shaanxi, China
| | - Feng Zhang
- Department of Gastroenterology, Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China
| | - Mingyan Zhang
- Department of Gastroenterology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Bo Wei
- Department of Gastroenterology and Hepatology, West China Hospital, Chengdu, Sichuan, China
| | - Peijie Li
- Gastroenterology of the First Affiliated Hospital of Xi'an Jiao Tong University, Xi'an, Shaanxi, China
| | - Ze Wang
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Wei Wu
- Department of Gastroenterology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Chao Chen
- Department of Gastroenterology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Shifeng Yang
- Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Yicheng Han
- Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Chengwei Tang
- Department of Gastroenterology and Hepatology, West China Hospital, Chengdu, Sichuan, China
| | - Xiaolong Qi
- Liver Disease Center of Integrated Traditional Chinese and Western Medicine, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging and Interventional Radiology, Nanjing, Jiangsu, China
| | - Chunqing Zhang
- Department of Gastroenterology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
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Del Cioppo S, Faccioli J, Ridola L. Hepatic cirrhosis and decompensation: Key indicators for predicting mortality risk. World J Hepatol 2025; 17:104580. [PMID: 40177206 PMCID: PMC11959669 DOI: 10.4254/wjh.v17.i3.104580] [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: 12/25/2024] [Revised: 02/28/2025] [Accepted: 03/10/2025] [Indexed: 03/26/2025] Open
Abstract
Liver cirrhosis represents the final stage of liver diseases. The transition from the compensated to the decompensated form is a critical phase, as it is associated with a negative impact on patient prognosis. Therefore, having a tool to identify patients at higher risk of complications and mortality is an ideal goal. Currently, the validated scores for this purpose are the model for end-stage liver disease score and the Child-Pugh score. However, these scores have limitations, as they do not account for other factors associated with liver cirrhosis that are equally relevant from a prognostic perspective. Among these, alterations in body composition, particularly sarcopenia, increase the risk of mortality and should therefore be considered in the comprehensive assessment of patients with liver cirrhosis.
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Affiliation(s)
- Sara Del Cioppo
- Department of Medical and Surgical Sciences and Biotechnologies, Sapienza University of Rome, Rome 00185, Italy
| | - Jessica Faccioli
- Department of Translational and Precision Medicine, Sapienza University of Rome, Rome 00185, Italy
| | - Lorenzo Ridola
- Department of Medical and Surgical Sciences and Biotechnologies, Sapienza University of Rome, Rome 00185, Italy.
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Xuan W, Zhang X, Fang Y, Zhang Y, Xiang Z, Yu Y, Wu Q, Zhang X. Efficacy and safety of neoadjuvant therapy for hepatocellular carcinoma with portal vein thrombosis: A meta‑analysis. Oncol Lett 2025; 29:122. [PMID: 39807096 PMCID: PMC11726279 DOI: 10.3892/ol.2025.14868] [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: 09/14/2024] [Accepted: 12/05/2024] [Indexed: 01/16/2025] Open
Abstract
Hepatocellular carcinoma (HCC) with coexisting portal vein tumor thrombus (PVTT) is associated with poor patient outcomes. The efficacy and safety of neoadjuvant therapy in patients with HCC with PVTT remain a subject of debate. In the present study, a comprehensive search of electronic databases, including PubMed, Web of Science, Embase and the Cochrane Library, was conducted to identify studies evaluating the outcomes of neoadjuvant therapy in patients with HCC and PVTT. The primary outcomes assessed were overall survival (OS) and relapse-free survival (RFS), with complication rates as a secondary outcome. A total of six studies comprising 750 patients were included in the present meta-analysis. The neoadjuvant therapy group exhibited significantly superior OS [hazard ratio (HR), 0.39; P<0.001] and RFS (HR, 0.31; P<0.001) compared with the primary hepatectomy control group. Compared with the control group, neoadjuvant radiotherapy improved OS (HR, 0.34; P<0.001) and RFS (HR, 0.24; P=0.004). While the neoadjuvant intervention subgroup exhibited an improved OS compared with controls (HR, 0.37; P=0.001), no significant difference in RFS was observed (HR, 0.11; P=0.095). Geographical analysis revealed that the Chinese subgroup demonstrated a significantly improved OS and RFS (HR, 0.41 for both; P<0.001), compared with the control group. However, the Japanese and Korean subgroups showed no improvement in OS (HR, 0.25; P=0.057) compared with the control group, and the results did not reach statistical significance. There were no significant differences between the groups in terms of blood transfusion, blood loss, operation time, bile leakage, ascites, peritoneal infection, postoperative bleeding, complications or mortality (all P>0.05). Overall, neoadjuvant therapy significantly improved survival outcomes in patients with HCC and PVTT without increasing complication rates, supporting its efficacy and manageable safety profile.
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Affiliation(s)
- Wangyi Xuan
- Department of Gastroenterology, Ningbo Zhenhai Hospital of Traditional Chinese Medicine, Ningbo, Zhejiang 315299, P.R. China
| | - Xiaoming Zhang
- The First Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang 310053, P.R. China
| | - Yingying Fang
- The First Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang 310053, P.R. China
| | - Yueming Zhang
- Intensive Care Unit, Hospital of Zhejiang People's Armed Police, Hangzhou, Zhejiang 310051, P.R. China
| | - Zhiyi Xiang
- The First Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang 310053, P.R. China
| | - Yifei Yu
- School of Stomatology, Zhejiang University of Chinese Medicine, Hangzhou, Zhejiang 310053, P.R. China
| | - Qingping Wu
- The First Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang 310053, P.R. China
| | - Xingfen Zhang
- Department of Liver Disease, Ningbo No. 2 Hospital, Ningbo, Zhejiang 315010, P.R. China
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Chen S, Shen C, Tian Y, Peng Y, Hu J, Xie H, Yin P. Physiologically based pharmacokinetic modeling and simulation of topiramate in populations with renal and hepatic impairment and considerations for drug-drug interactions. CPT Pharmacometrics Syst Pharmacol 2025; 14:510-522. [PMID: 39676284 PMCID: PMC11919257 DOI: 10.1002/psp4.13292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 10/27/2024] [Accepted: 11/25/2024] [Indexed: 12/17/2024] Open
Abstract
Topiramate (TPM) is a broad-spectrum antiepileptic drug (AED) commonly prescribed for approved and off-label uses. Routine monitoring is suggested for clinical usage of TPM in special population due to its broad side effect profile. Therefore, it is crucial to further explore its pharmacokinetic characteristics. Physio-chemical properties of TPM were initially determined from online database and further optimized while establishing the PBPK model for healthy adults using the PK-Sim software. The model was then extrapolated to patients with renal impairment and patients who were hepatically impaired. A drug-drug interaction (DDI) model was also built to simulate plasma TPM concentrations while concomitantly used with carbamazepine (CBZ). The goodness-of-fit method and average fold error (AFE) method were used to compare the differences between predicted and observed values to assess the accuracy of the PBPK model. Almost all of the predicted concentration fell within twofold error range of corresponding observed concentrations. The AFE ratio of predicted to observed values of Cmax and AUC0-inf was all within 0.5 and 2. It is recommended that the doses be reduced to 70%, 50%, and 40% of the healthy adult dose for the chronic kidney disease (CKD) stage 3, stage 4, and stage 5 patients, respectively, and reduced to ~70%, and 35% for the Child-Pugh-B, and Child-Pugh C scored patient with hepatic impairment, respectively. If TPM is co-administered with CBZ, increasing TPM doses to 150%-175% of the monotherapy dose is recommended according to model simulation.
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Affiliation(s)
- Shuqing Chen
- Department of Epidemiology and Biostatistics, School Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Chaozhuang Shen
- Anhui Provincial Center for Drug Clinical Evaluation, Yijishan Hospital of Wannan Medical College, Wuhu, Anhui, China
| | - Yuchen Tian
- Department of Epidemiology and Biostatistics, School Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yuhe Peng
- Department of Epidemiology and Biostatistics, School Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jing Hu
- Department of Epidemiology and Biostatistics, School Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Haitang Xie
- Anhui Provincial Center for Drug Clinical Evaluation, Yijishan Hospital of Wannan Medical College, Wuhu, Anhui, China
| | - Ping Yin
- Department of Epidemiology and Biostatistics, School Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Singh R, Ramadoss R, Mohan P, Vairappan B. Utility of Serum Prolactin Levels as a Marker for Disease Severity and Short-term Prognosis in Patients with Cirrhosis: A Prospective Observational Study. Indian J Crit Care Med 2025; 29:244-250. [PMID: 40110241 PMCID: PMC11915397 DOI: 10.5005/jp-journals-10071-24899] [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: 12/05/2024] [Accepted: 02/05/2025] [Indexed: 03/22/2025] Open
Abstract
Background Cirrhosis, a leading cause of global mortality, necessitates an accurate assessment of disease severity and prognosis. While traditional scoring systems like Child-Turcotte-Pugh (CTP) and model for end-stage liver disease (MELD) are used to assess the severity, specific biomarkers are lacking. This study explores serum prolactin levels as a potential biomarker for evaluating cirrhosis severity and predicting short-term mortality. Methods A prospective observational study was conducted from December 2021 to December 2023. After a thorough clinical examination, serum prolactin levels were measured. The correlation between prolactin levels and established severity scores [CTP, MELD, chronic liver failure consortium organ failure (CLIF-C OF), and MELD-sodium (MELD-Na)] was analyzed. The study also evaluated the prognostic value of prolactin levels in predicting 28-day and 90-day mortality. Results A total of 90 patients with liver cirrhosis were included. There were 82% men, with a mean age of 47.6 years. Alcohol was the most common cause of cirrhosis (73%). The median (interquartile range (IQR)) serum prolactin level was 29 (10-54) ng/mL, with higher levels correlating with increased disease severity: CTP (r = 0.73), MELD (r = 0.64), MELD-Na (r = 0.67), and CLIF-C OF (r = 0.82) scores. Elevated prolactin levels were significantly associated with increased mortality, with an area under the receiver operating characteristic curve of 0.83 for predicting 28-day mortality and 0.79 for 90-day mortality. A prolactin cut-off of 35.12 ng/mL demonstrated high sensitivity (93% and 77%, respectively) and specificity (63% and 72%, respectively) for 28-day and 90-day mortality prediction. Conclusion Serum prolactin levels significantly correlated with the severity of cirrhosis and also effectively predicted the short-term mortality. Prolactin may offer a noninvasive and cost-effective adjunct for severity assessment and short-term prognosis in cirrhosis. How to cite this article Singh R, Ramadoss R, Mohan P, Vairappan B. Utility of Serum Prolactin Levels as a Marker for Disease Severity and Short-term Prognosis in Patients with Cirrhosis: A Prospective Observational Study. Indian J Crit Care Med 2025;29(3):244-250.
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Affiliation(s)
- Rajneesh Singh
- Department of Medicine, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
| | - Ramu Ramadoss
- Department of Medicine, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
| | - Pazhanivel Mohan
- Department of Medical Gastroenterology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
| | - Balasubramaniyan Vairappan
- Department of Biochemistry, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
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Chen YF, Lin YX, Chi MM, Li DQ, Chen LT, Zhang Y, Wu RQ, Du ZQ. Preoperative serum total bilirubin-albumin ratio as a prognostic indicator in patients with hepatitis-related cirrhosis after splenectomy. World J Gastrointest Surg 2025; 17:96512. [PMID: 39872783 PMCID: PMC11757200 DOI: 10.4240/wjgs.v17.i1.96512] [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: 05/08/2024] [Revised: 09/06/2024] [Accepted: 10/28/2024] [Indexed: 12/27/2024] Open
Abstract
BACKGROUND Splenectomy is an effective yet invasive intervention for alleviating portal pressure in patients with hepatitis cirrhosis. However, the current prognostic indicators for predicting long-term overall survival of these patients have several limitations. AIM To assess the potential of preoperative total bilirubin-albumin (B/A) ratio as a prognostic indicator for patients with hepatitis cirrhosis undergoing splenectomy. METHODS A total of 257 patients diagnosed with hepatitis cirrhosis were retrospectively enrolled in the study. Normality test, t-test, Wilcoxon test, χ 2 test, or Fisher's exact test was employed to analyze the intraoperative and postoperative conditions of the patients. Receiver operating characteristic (ROC) curve analysis was utilized to depict the 10-year overall survival rate. RESULTS During the follow-up period, 85.99% of the patients survived, with a median survival time of 64.6 months. Multivariate analysis revealed that total serum B/A ratio was an independent risk factor for overall survival (P = 0.037). ROC curve analysis demonstrated that a B/A ratio of 0.87 was the optimal cut-off value. Consequently, the patients were categorized into two groups: High B/A group (n = 64) and low B/A group (n = 193). The median follow-up time for the high B/A group and low B/A group was 56.8 months and 67.2 months, respectively (P = 0.045). Notably, the high B/A group exhibited a significantly lower 10-year overall survival compared to the low B/A group (P < 0.001). Patients with hepatocellular carcinoma (HCC) had lower overall survival rates. Patients with a high B/A ratio exhibited a lower overall survival than those with a low B/A rate in the overall cohort and the subgroups of patients with HCC or not, early Child-Pugh grade, low albumin-bilirubin grade, and model for end-stage liver disease score ≥ 10 (log-rank test, P < 0.001 for all). CONCLUSION The B/A ratio can serve as an effective prognostic indicator for overall survival in patients with hepatitis B virus-related cirrhosis following splenectomy, and a higher B/A ratio may suggest a poorer prognosis.
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Affiliation(s)
- Yi-Fan Chen
- Department of Hepatobiliary Surgery, Shaanxi Provincial People’s Hospital, Xi’an 710068, Shaanxi Province, China
- Department of Gastroenterology, Peking University Third Hospital, Beijing 100191, China
| | - Yu-Xin Lin
- Department of Hepatobiliary Surgery, Shaanxi Provincial People’s Hospital, Xi’an 710068, Shaanxi Province, China
- Shanghai Institute of Hematology, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Miao-Miao Chi
- Department of Hepatobiliary Surgery, Shaanxi Provincial People’s Hospital, Xi’an 710068, Shaanxi Province, China
- Department of Ophthalmology, Peking University Third Hospital, Beijing 100191, China
| | - Da-Qing Li
- Department of Hepatobiliary Surgery, Shaanxi Provincial People’s Hospital, Xi’an 710068, Shaanxi Province, China
| | - Lin-Tao Chen
- Department of Hepatobiliary Surgery, Shaanxi Provincial People’s Hospital, Xi’an 710068, Shaanxi Province, China
| | - Yu Zhang
- Department of Hepatobiliary Surgery, Shaanxi Provincial People’s Hospital, Xi’an 710068, Shaanxi Province, China
| | - Rong-Qian Wu
- National Local Joint Engineering Research Center for Precision Surgery and Regenerative Medicine, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710061, Shaanxi Province, China
| | - Zhao-Qing Du
- Department of Hepatobiliary Surgery, Shaanxi Provincial People’s Hospital, Xi’an 710068, Shaanxi Province, China
- National Engineering Research Center for Miniaturized Detection Systems, College of Life Sciences, Northwest University of Xi’an, Xi’an 710069, Shaanxi Province, China
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Carteri RB, Marroni CA, Ferreira LF, Pinto LP, Czermainski J, Tovo CV, Fernandes SA. Do Child-Turcotte-Pugh and nutritional assessments predict survival in cirrhosis: A longitudinal study. World J Hepatol 2025; 17:99183. [PMID: 39871909 PMCID: PMC11736485 DOI: 10.4254/wjh.v17.i1.99183] [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: 07/16/2024] [Revised: 10/23/2024] [Accepted: 12/06/2024] [Indexed: 01/06/2025] Open
Abstract
BACKGROUND Cirrhotic patients face heightened energy demands, leading to rapid glycogen depletion, protein degradation, oxidative stress, and inflammation, which drive disease progression and complications. These disruptions cause cellular damage and parenchymal changes, resulting in vascular alterations, portal hypertension, and liver dysfunction, significantly affecting patient prognosis. AIM To analyze the association between Child-Turcotte-Pugh (CTP) scores and different nutritional indicators with survival in a 15-year follow-up cohort. METHODS This was a retrospective cohort study with 129 cirrhotic patients of both sexes aged > 18 years. Diagnosis of cirrhosis was made by liver biopsy. The first year of data collection was 2007, and data regarding outcomes were collected in 2023. Data were gathered from medical records, and grouped by different methods, including CTP, handgrip strength, and triceps skinfold cutoffs. The prognostic values for mortality were assessed using Kaplan-Meier curves and multivariate binary logistic regression models. RESULTS The coefficient for CTP was the only statistically significant variable (Wald = 5.193, P = 0.023). This suggests that with a negative change in CTP classification score, the odds of survival decrease 52.6%. The other evaluated variables did not significantly predict survival outcomes in the model. Kaplan-Meier survival curves also indicated that CTP classification was the only significant predictor. CONCLUSION Although different classifications showed specific differences in stratification, only CTP showed significant predictive potential. CTP score remains a simple and effective predictive tool for cirrhotic patients even after longer follow-up.
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Affiliation(s)
- Randhall B Carteri
- Department of Nutrition, Centro Universitário CESUCA, Cachoeirinha 94935-630, Brazil
- Postgraduate in Hepatology, Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre 90050-170, Brazil
| | - Claudio A Marroni
- Postgraduate in Hepatology, Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre 90050-170, Brazil
| | - Luis F Ferreira
- Postgraduate in Hepatology, Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre 90050-170, Brazil
- School of Electronics, Electrical Engineering and Computer Science, Queen's University Belfast, Belfast BT9 5BN, Northern Ireland, United Kingdom
| | - Letícia P Pinto
- Postgraduate in Hepatology, Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre 90050-170, Brazil
| | - Juliana Czermainski
- Postgraduate in Hepatology, Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre 90050-170, Brazil
| | - Cristiane V Tovo
- Postgraduate in Hepatology, Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre 90050-170, Brazil
| | - Sabrina A Fernandes
- Postgraduate in Hepatology, Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre 90050-170, Brazil.
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9
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Ullah H, Huma S, Yasin G, Ashraf M, Tahir N, Tahir Uddin Q, Shabana H, A R Hussein M, Shalaby A, Mossaad Alsayyad M, Said A, Farahat A, Hamed HI, Ayoub HSA, Imam MS, Elmahdi E. Comparison of different severity scores in correlating hemoglobin levels with the severity of hepatic decompensation: An observational study. World J Hepatol 2025; 17:101212. [PMID: 39871907 PMCID: PMC11736469 DOI: 10.4254/wjh.v17.i1.101212] [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: 09/09/2024] [Revised: 10/27/2024] [Accepted: 11/20/2024] [Indexed: 01/06/2025] Open
Abstract
BACKGROUND Chronic liver disease is a growing global health problem, leading to hepatic decompensation characterized by an array of clinical and biochemical complications. Several scoring systems have been introduced in assessing the severity of hepatic decompensation with the most frequent ones are Child-Pugh score, model of end-stage liver disease (MELD) score, and MELD-Na score. Anemia is frequently observed in cirrhotic patients and is linked to worsened clinical outcomes. Although studies have explored anemia in liver disease, few have investigated the correlation of hemoglobin level with the severity of hepatic decompensation. AIM To determine the relationship between hemoglobin levels and the severity of decompensated liver disease and comparing the strength of this correlation using the Child-Pugh, MELD, and MELD-Na scores. METHODS This cross-sectional study was conducted at a tertiary care hospital with 652 decompensated liver disease patients enrolled in the study. Data was collected on demographics, clinical history, and laboratory findings, including hemoglobin levels, bilirubin, albumin, prothrombin time (international normalized ratio), sodium, and creatinine. The Child-Pugh, MELD, and MELD-Na scores were calculated. Statistical analysis was performed using Statistical Package for the Social Sciences version 26, and correlations between hemoglobin levels and severity scores were assessed using Spearman's correlation coefficient. RESULTS The study included 405 males (62.1%) and 247 females (37.9%) with an average age of 58.8 years. Significant inverse correlations were found between hemoglobin levels and Child-Pugh, MELD, and MELD-Na scores (P < 0.01), with the MELD scoring system being the strongest correlator among all. One-way analysis of variance revealed significant differences in hemoglobin levels across the severity groups of each scoring system (P = 0.001). Tukey's post hoc analysis confirmed significant internal differences among each severity group. CONCLUSION Understanding the correlation between hemoglobin and liver disease severity can improve patient management by offering insights into prognosis and guiding treatment decisions.
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Affiliation(s)
- Himayat Ullah
- Department of Medicine, College of Medicine at Shaqra, Shaqra University, Shaqra 15526, Saudi Arabia
| | - Sarwat Huma
- Health Professions Education, Health Services Academy, Islamabad 44000, Pakistan.
| | - Ghulam Yasin
- Department of Orthopedics, College of Medicine at Shaqra, Shaqra University, Shaqra 15526, Saudi Arabia
| | - Muhammad Ashraf
- Department of Medicine, College of Medicine at Shaqra, Shaqra University, Shaqra 15526, Saudi Arabia
| | - Nafisa Tahir
- Department of Medicine, NUST School of Health Sciences, Islamabad 44000, Pakistan
| | - Qazi Tahir Uddin
- Department of Surgery, College of Medicine at Shaqra, Shaqra University, Shaqra 15526, Saudi Arabia
| | - Hossam Shabana
- Department of Medicine, College of Medicine at Shaqra, Shaqra University, Shaqra 15526, Saudi Arabia
- Faculty of Medicine, Al-Azhar University, Cairo 11865, Egypt
| | | | | | | | - Ashraf Said
- Faculty of Medicine, Al-Azhar University, Cairo 11865, Egypt
| | - Ali Farahat
- Faculty of Medicine, Al-Azhar University, Cairo 11865, Egypt
| | | | | | - Mohammed S Imam
- Faculty of Medicine, Al-Azhar University, Cairo 11865, Egypt
| | - Essam Elmahdi
- Faculty of Medicine, Mansoura University, Mansoura 35511, Egypt
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10
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Khare T, Liu K, Chilambe LO, Khare S. NAFLD and NAFLD Related HCC: Emerging Treatments and Clinical Trials. Int J Mol Sci 2025; 26:306. [PMID: 39796162 PMCID: PMC11720452 DOI: 10.3390/ijms26010306] [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: 12/15/2024] [Revised: 12/26/2024] [Accepted: 12/29/2024] [Indexed: 01/13/2025] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD), recently renamed metabolic-associated fatty liver disease (MAFLD), is the most prevalent liver disease worldwide. It is associated with an increased risk of developing hepatocellular carcinoma (HCC) in the background of cirrhosis or without cirrhosis. The prevalence of NAFLD-related HCC is increasing all over the globe, and HCC surveillance in NAFLD cases is not that common. In the present review, we attempt to summarize promising treatments and clinical trials focused on NAFLD, nonalcoholic steatohepatitis (NASH), and HCC in the past five to seven years. We categorized the trials based on the type of intervention. Most of the trials are still running, with only a few completed and with conclusive results. In clinical trial NCT03942822, 25 mg/day of milled chia seeds improved NAFLD condition. Completed trial NCT03524365 concluded that Rouxen-Y gastric bypass (RYGB) or sleeve gastrectomy (SG) results in histological resolution of NASH without worsening of fibrosis, while NCT04677101 validated sensitivity/accuracy of blood biomarkers in predicting NASH and fibrosis stage. Moreover, trials with empagliflozin (NCT05694923), curcuvail (NCT06256926), and obeticholic acid (NCT03439254) were completed but did not provide conclusive results. However, trial NCT03900429 reported effective improvement in fibrosis by at least one stage, without worsening of NAFLD activity score (NAS), as well as improvement in lipid profile of the NASH patients by 80 or 100 mg MGL-3196 (resmetirom). Funded by Madrigal Pharmaceuticals, Rezdiffra (resmetirom), used in the clinical trial NCT03900429, is the first FDA-approved drug for the treatment of NAFLD/NASH.
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Affiliation(s)
- Tripti Khare
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Missouri, Columbia, MO 65212, USA;
- Harry S Truman Memorial Veterans’ Hospital, Columbia, MO 65201, USA
| | - Karina Liu
- Department of Biochemistry and Molecular Biology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA;
| | | | - Sharad Khare
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Missouri, Columbia, MO 65212, USA;
- Harry S Truman Memorial Veterans’ Hospital, Columbia, MO 65201, USA
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11
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Pantea R, Bednarsch J, Schmitz S, Meister P, Heise D, Ulmer F, Neumann UP, Lang SA. The assessment of impaired liver function and prognosis in hepatocellular carcinoma. Expert Rev Gastroenterol Hepatol 2024; 18:779-794. [PMID: 39688572 DOI: 10.1080/17474124.2024.2442573] [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: 10/16/2024] [Revised: 12/05/2024] [Accepted: 12/11/2024] [Indexed: 12/18/2024]
Abstract
INTRODUCTION The impairment of liver function strongly limits the therapeutic options for hepatocellular carcinoma (HCC), and the assessment of liver function is key to finding the appropriate therapy for patients suffering from this disease. Furthermore, preexisting liver dysfunction has a negative impact on the prognosis of patients in addition to the malignant potential of HCC. Hence, defining the optimal treatment of patients with HCC requires a comprehensive examination with liver function being a crucial part of it. AREAS COVERED This review will provide an overview of the currently existing methods for evaluating the liver function in patients with HCC. Assessment of liver function includes scoring systems but also functional and technical methods. In addition, the role of these tests in different treatment facilities such as liver resection, transplantation, interventional and systemic therapy is summarized. EXPERT OPINION A comprehensive pretherapeutic assessment of the liver function includes laboratory-based scoring systems, as well as imaging- and non-imaging-based functional tests. Combining diverse parameters can help to improve the safety and efficacy of HCC therapy particularly in patients with compromised liver function. Future research should focus on optimizing pretherapeutic assessment recommendations for each therapy.
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Affiliation(s)
- Roxana Pantea
- Department of General, Visceral and Transplantation Surgery, University Hospital Essen, Essen, Germany
| | - Jan Bednarsch
- Department of General, Visceral and Transplantation Surgery, University Hospital Essen, Essen, Germany
| | - Sophia Schmitz
- Department of General, Visceral and Transplantation Surgery, University Hospital Essen, Essen, Germany
| | - Phil Meister
- Department of General, Visceral and Transplantation Surgery, University Hospital Essen, Essen, Germany
| | - Daniel Heise
- Department of General, Visceral and Transplantation Surgery, University Hospital Essen, Essen, Germany
| | - Florian Ulmer
- Department of General, Visceral and Transplantation Surgery, University Hospital Essen, Essen, Germany
| | - Ulf Peter Neumann
- Department of General, Visceral and Transplantation Surgery, University Hospital Essen, Essen, Germany
| | - Sven Arke Lang
- Department of General, Visceral and Transplantation Surgery, University Hospital Essen, Essen, Germany
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12
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Jeong B, Heo S, Lee SS, Kim SO, Shin YM, Kim KM, Ha TY, Jung DH. Predicting post-hepatectomy liver failure in patients with hepatocellular carcinoma: nomograms based on deep learning analysis of gadoxetic acid-enhanced MRI. Eur Radiol 2024:10.1007/s00330-024-11173-w. [PMID: 39528755 DOI: 10.1007/s00330-024-11173-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 09/04/2024] [Accepted: 10/02/2024] [Indexed: 11/16/2024]
Abstract
OBJECTIVES This study aimed to develop nomograms for predicting post-hepatectomy liver failure (PHLF) in patients with hepatocellular carcinoma (HCC), using deep learning analysis of Gadoxetic acid-enhanced hepatobiliary (HBP) MRI. METHODS This retrospective study analyzed patients who underwent gadoxetic acid-enhanced MRI and hepatectomy for HCC between 2016 and 2020 at two referral centers. Using a deep learning algorithm, volumes and signal intensities of whole non-tumor liver, expected remnant liver, and spleen were measured on HBP images. Two multivariable logistic regression models were formulated to predict PHLF, defined and graded by the International Study Group of Liver Surgery: one based on whole non-tumor liver measurements (whole liver model) and the other on expected remnant liver measurements (remnant liver model). The models were presented as nomograms and a web-based calculator. Discrimination performance was evaluated using the area under the receiver operating curve (AUC), with internal validation through 1000-fold bootstrapping. RESULTS The study included 1760 patients (1395 male; mean age ± standard deviation, 60 ± 10 years), with 137 (7.8%) developing PHLF. Nomogram predictors included sex, gamma-glutamyl transpeptidase, prothrombin time international normalized ratio, platelets, extent of liver resection, and MRI variables derived from the liver volume, liver-to-spleen signal intensity ratio, and spleen volume. The whole liver and the remnant liver nomograms demonstrated strong predictive performance for PHLF (optimism-corrected AUC of 0.78 and 0.81, respectively) and symptomatic (grades B and C) PHLF (optimism-corrected AUC of 0.81 and 0.84, respectively). CONCLUSION Nomograms based on deep learning analysis of gadoxetic acid-enhanced HBP images accurately stratify the risk of PHLF. KEY POINTS Question Can PHLF be predicted by integrating clinical and MRI-derived volume and functional variables through deep learning analysis of gadoxetic acid-enhanced MRI? Findings Whole liver and remnant liver nomograms demonstrated strong predictive performance for PHLF with the optimism-corrected area under the curve of 0.78 and 0.81, respectively. Clinical relevance These nomograms can effectively stratify the risk of PHLF, providing a valuable tool for treatment decisions regarding hepatectomy for HCC.
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Affiliation(s)
- Boryeong Jeong
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Subin Heo
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
- Department of Radiology, Ajou University School of Medicine, Suwon, Korea
| | - Seung Soo Lee
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
| | - Seon-Ok Kim
- Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Yong Moon Shin
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Kang Mo Kim
- Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Tae-Yong Ha
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Dong-Hwan Jung
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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13
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Hetta HF, Hamed HM, Mekky MA, Abdel-Malek MO, Hassan WA. Circulating microRNA-21, microRNA-122, and microRNA-222 as diagnostic biomarkers for hepatitis c virus-related hepatocellular carcinoma. EGYPTIAN LIVER JOURNAL 2024; 14:78. [DOI: 10.1186/s43066-024-00385-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Accepted: 10/27/2024] [Indexed: 01/03/2025] Open
Abstract
Abstract
Background and aim
MicroRNAs (miRs) are now a well-known subject in various tumor genesis and are studied as early diagnostic biomarker. Many arrays of miRs were incorporated in the pathogenesis of HCV-related hepatocellular carcinomas (HCV-HCC). In this respect, we aimed to evaluate the diagnostic role of circulating miR-21, miR-122, and miR-222 in Egyptian patients with HCV-HCC.
Patient and methods
Between June 2018 and April 2019, a cross-sectional comparative study was designed to evaluate the circulating miR-21, miR-122, and miR-222 by quantitative Real-Time PCR. For analytical purposes, patients were categorized into three groups: chronic HCV group (CHC-group, n = 22), HCV-related liver cirrhosis (LC-group, n = 22), and HCV-related hepatocellular carcinoma (HCV-HCC-group, n = 54).
Results
Serum levels of miR-21 and miR-222 increased with the progressive course from CHC to LC and HCC; p < .001. Serum levels of miR-122 in HCC patients were significantly lower than non-HCC patients (CHC and LC patients, n = 44); p < .001. However, the differences in levels of serum miR-122 between CHC and LC were not statistically significant; P = 0.8.
ROC curve analysis showed that the sensitivity and specificity of miR-21 were 61.1% and 95.5%, miR-222 were 71.7% and 93.2%, and miR-122 were 98.2% and 100%. The positive predictive value for miRNA-21, miRNA-122, and miRNA-222 were 13.4%, 93.3%, and 10.5% respectively. The Negative predictive value for miRNA-21, miRNA-122, and miRNA-222 were 94.3%, 97.8%, and 92.7% respectively.
Conclusion
MiR-21 and miR-222 could be potential markers for advanced liver damage, while miR-122 had the best diagnostic accuracy and could be a promising marker for detection of HCC.
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14
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Zhai Y, Hai D, Zeng L, Lin C, Tan X, Mo Z, Tao Q, Li W, Xu X, Zhao Q, Shuai J, Pan J. Artificial intelligence-based evaluation of prognosis in cirrhosis. J Transl Med 2024; 22:933. [PMID: 39402630 PMCID: PMC11475999 DOI: 10.1186/s12967-024-05726-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Accepted: 10/02/2024] [Indexed: 10/19/2024] Open
Abstract
Cirrhosis represents a significant global health challenge, characterized by high morbidity and mortality rates that severely impact human health. Timely and precise prognostic assessments of liver cirrhosis are crucial for improving patient outcomes and reducing mortality rates as they enable physicians to identify high-risk patients and implement early interventions. This paper features a thorough literature review on the prognostic assessment of liver cirrhosis, aiming to summarize and delineate the present status and constraints associated with the application of traditional prognostic tools in clinical settings. Among these tools, the Child-Pugh and Model for End-Stage Liver Disease (MELD) scoring systems are predominantly utilized. However, their accuracy varies significantly. These systems are generally suitable for broad assessments but lack condition-specific applicability and fail to capture the risks associated with dynamic changes in patient conditions. Future research in this field is poised for deep exploration into the integration of artificial intelligence (AI) with routine clinical and multi-omics data in patients with cirrhosis. The goal is to transition from static, unimodal assessment models to dynamic, multimodal frameworks. Such advancements will not only improve the precision of prognostic tools but also facilitate personalized medicine approaches, potentially revolutionizing clinical outcomes.
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Affiliation(s)
- Yinping Zhai
- Department of Gastroenterology Nursing Unit, Ward 192, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, China
| | - Darong Hai
- The School of Nursing, Wenzhou Medical University, Wenzhou, 325000, China
| | - Li Zeng
- The Second Clinical Medical College of Wenzhou Medical University, Wenzhou, 325000, China
| | - Chenyan Lin
- The School of Nursing, Wenzhou Medical University, Wenzhou, 325000, China
| | - Xinru Tan
- The First School of Medicine, School of Information and Engineering, Wenzhou Medical University, Wenzhou, 325000, China
| | - Zefei Mo
- School of Biomedical Engineering, School of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou, 325000, China
| | - Qijia Tao
- The School of Nursing, Wenzhou Medical University, Wenzhou, 325000, China
| | - Wenhui Li
- The School of Nursing, Wenzhou Medical University, Wenzhou, 325000, China
| | - Xiaowei Xu
- Department of Gastroenterology Nursing Unit, Ward 192, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, China
| | - Qi Zhao
- School of Computer Science and Software Engineering, University of Science and Technology Liaoning, Anshan, 114051, China.
- Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, 325000, China.
| | - Jianwei Shuai
- Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, 325000, China.
- Oujiang Laboratory (Zhejiang Lab for Regenerative Medicine, Vision, and Brain Health), Wenzhou, 325000, China.
| | - Jingye Pan
- Department of Big Data in Health Science, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, China.
- Key Laboratory of Intelligent Treatment and Life Support for Critical Diseases of Zhejiang Province, Wenzhou, 325000, China.
- Zhejiang Engineering Research Center for Hospital Emergency and Process Digitization, Wenzhou, 325000, China.
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15
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Far AT, Bastani A, Lee A, Gologorskaya O, Huang CY, Pletcher MJ, Lai JC, Ge J. Evaluating the positive predictive value of code-based identification of cirrhosis and its complications utilizing GPT-4. Hepatology 2024:01515467-990000000-01046. [PMID: 39378414 DOI: 10.1097/hep.0000000000001115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Accepted: 09/23/2024] [Indexed: 10/10/2024]
Abstract
BACKGROUND AND AIMS Diagnosis code classification is a common method for cohort identification in cirrhosis research, but it is often inaccurate and augmented by labor-intensive chart review. Natural language processing using large language models (LLMs) is a potentially more accurate method. To assess LLMs' potential for cirrhosis cohort identification, we compared code-based versus LLM-based classification with chart review as a "gold standard." APPROACH AND RESULTS We extracted and conducted a limited chart review of 3788 discharge summaries of cirrhosis admissions. We engineered zero-shot prompts using a Generative Pre-trained Transformer 4 to determine whether cirrhosis and its complications were active hospitalization problems. We calculated positive predictive values (PPVs) of LLM-based classification versus limited chart review and PPVs of code-based versus LLM-based classification as a "silver standard" in all 3788 summaries. Compared to gold standard chart review, code-based classification achieved PPVs of 82.2% for identifying cirrhosis, 41.7% for HE, 72.8% for ascites, 59.8% for gastrointestinal bleeding, and 48.8% for spontaneous bacterial peritonitis. Compared to the chart review, Generative Pre-trained Transformer 4 achieved 87.8%-98.8% accuracies for identifying cirrhosis and its complications. Using LLM as a silver standard, code-based classification achieved PPVs of 79.8% for identifying cirrhosis, 53.9% for HE, 55.3% for ascites, 67.6% for gastrointestinal bleeding, and 65.5% for spontaneous bacterial peritonitis. CONCLUSIONS LLM-based classification was highly accurate versus manual chart review in identifying cirrhosis and its complications. This allowed us to assess the performance of code-based classification at scale using LLMs as a silver standard. These results suggest LLMs could augment or replace code-based cohort classification and raise questions regarding the necessity of chart review.
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Affiliation(s)
- Aryana T Far
- Department of Medicine, Division of Gastroenterology and Hepatology, University of California-San Francisco, San Francisco, California, USA
| | - Asal Bastani
- Department of Medicine, Division of Gastroenterology and Hepatology, University of California-San Francisco, San Francisco, California, USA
| | - Albert Lee
- Academic Research Services, University of California-San Francisco, San Francisco, California, USA
- Bakar Computational Health Sciences Institute, University of California-San Francisco, San Francisco, California, USA
| | - Oksana Gologorskaya
- Academic Research Services, University of California-San Francisco, San Francisco, California, USA
- Bakar Computational Health Sciences Institute, University of California-San Francisco, San Francisco, California, USA
| | - Chiung-Yu Huang
- Department of Epidemiology and Biostatistics, University of California-San Francisco, San Francisco, California, USA
| | - Mark J Pletcher
- Department of Epidemiology and Biostatistics, University of California-San Francisco, San Francisco, California, USA
| | - Jennifer C Lai
- Department of Medicine, Division of Gastroenterology and Hepatology, University of California-San Francisco, San Francisco, California, USA
| | - Jin Ge
- Department of Medicine, Division of Gastroenterology and Hepatology, University of California-San Francisco, San Francisco, California, USA
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16
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Fuchs TA, Zivadinov R, Pryshchepova T, Weinstock-Guttman B, Dwyer MG, Benedict RHB, Bergsland N, Jakimovski D, Uher T, Jelgerhuis JR, Barkhof F, Uitdehaag BMJ, Killestein J, Strijbis EMM, Schoonheim MM. Clinical risk stratification: Development and validation of the DAAE score, a tool for estimating patient risk of transition to secondary progressive multiple sclerosis. Mult Scler Relat Disord 2024; 89:105755. [PMID: 39018643 DOI: 10.1016/j.msard.2024.105755] [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: 05/08/2024] [Accepted: 07/01/2024] [Indexed: 07/19/2024]
Abstract
BACKGROUND Because secondary progressive multiple sclerosis (SPMS) is associated with worse prognosis, early predictive tools are needed. We aimed to use systematic literature review and advanced methods to create and validate a clinical tool for estimating individual patient risk of transition to SPMS over five years. METHODS Data from the Jacobs Multiple Sclerosis Center (JMSC) and the Multiple Sclerosis Center Amsterdam (MSCA) was collected between 1994 and 2022. Participants were relapsing-remitting adult patients at initial evaluation. We created the tool in four stages: (1) identification of candidate predictors from systematic literature review, (2) ordinal cutoff determination, (3) feature selection, (4) feature weighting. RESULTS Patients in the development/internal-validation/external-validation datasets respectively (n = 787/n = 522/n = 877) had a median age of 44.1/42.4/36.6 and disease duration of 7.7/6.2/4.4 years. From these, 12.6 %/10.2 %/15.4 % converted to SPMS (median=4.9/5.2/5.0 years). The DAAE Score was named from included predictors: Disease duration, Age at disease onset, Age, EDSS. It ranges from 0 to 12 points, with risk groups of very-low=0-2, low=3-7, medium=8-9, and high≥10. Risk of transition to SPMS increased proportionally across these groups in development (2.7 %/7.4 %/18.8 %/40.2 %), internal-validation (2.9 %/6.8 %/26.8 %/36.5 %), and external-validation (7.5 %/9.6 %/22.4 %/37.5 %). CONCLUSION The DAAE Score estimates individual patient risk of transition to SPMS consistently across datasets internationally using clinically-accessible data. With further validation, this tool could be used for clinical risk estimation.
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Affiliation(s)
- Tom A Fuchs
- MS Center Amsterdam, Department of Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, De Boelelaan 1108, Amsterdam 1081 HZ, the Netherlands; Department of Neurology and Psychiatry, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York, United States; Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York, United States.
| | - Robert Zivadinov
- Department of Neurology and Psychiatry, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York, United States; Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York, United States; Center for Biomedical Imaging at Clinical Translational Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York, United States
| | - Tetyana Pryshchepova
- MS Center Amsterdam, Department of Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, De Boelelaan 1108, Amsterdam 1081 HZ, the Netherlands
| | - Bianca Weinstock-Guttman
- Department of Neurology and Psychiatry, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York, United States
| | - Michael G Dwyer
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York, United States
| | - Ralph H B Benedict
- Department of Neurology and Psychiatry, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York, United States
| | - Niels Bergsland
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York, United States
| | - Dejan Jakimovski
- Department of Neurology and Psychiatry, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York, United States; Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York, United States
| | - Tomas Uher
- Department of Neurology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Julia R Jelgerhuis
- MS Center Amsterdam, Department of Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, De Boelelaan 1108, Amsterdam 1081 HZ, the Netherlands
| | - Frederik Barkhof
- MS Center Amsterdam, Department of Radiology & Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, the Netherlands; Queen Square Institute of Neurology and Centre for Medical Image Computing, University College London, United Kingdom
| | - Bernard M J Uitdehaag
- MS Center Amsterdam, Department of Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, the Netherlands
| | - Joep Killestein
- MS Center Amsterdam, Department of Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, the Netherlands
| | - Eva M M Strijbis
- MS Center Amsterdam, Department of Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, the Netherlands
| | - Menno M Schoonheim
- MS Center Amsterdam, Department of Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, De Boelelaan 1108, Amsterdam 1081 HZ, the Netherlands
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17
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Patidar Y, Mittal K, Patel RK, Thomas SS, Sarin SK. Liver volumetry in cirrhotic patients with or without hepatocellular carcinoma: Its correlation with Child-Pugh, model for end-stage liver diseases and indocyanine green dye test. Indian J Gastroenterol 2024; 43:760-767. [PMID: 38349461 DOI: 10.1007/s12664-023-01490-1] [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: 04/12/2023] [Accepted: 11/21/2023] [Indexed: 01/04/2025]
Abstract
BACKGROUND AND OBJECTIVES To evaluate the correlation between non-tumoral liver volume (NTLV) by computed tomography (CT) volumetry and indocyanine green retention at 15 minutes (ICG-r15%), Child-Pugh score (CTP) and model for end-stage liver diseases (MELD) score in cirrhotic patients having hepatocellular carcinoma (HCC) (group A) and in cirrhotics without HCC (group B). METHODS As many as 111 consecutive patients with liver cirrhosis, who underwent triple-phase CT abdomen, were retrospectively included in our study. They were classified into group A (cirrhosis with HCC, n = 69) and group B (cirrhosis only, n = 42). Segmental liver volume, tumor and NTLV were calculated using Myrian XP-Liver segmentation software. In group B, NTLV was the same as the total liver volume (TLV). The correlation of NTLV with ICG-r15%, CTP and MELD scores was analyzed using appropriate correlation tests for each group. RESULTS NTLV had a good and significant negative correlation with ICG-r15% (ρ = - 512; p < 0.001) in group A, but not in group B. It also had a significant negative correlation with CTP (ρ = - 251; p = 0.038) and MELD (ρ = - 323; p = 0.007) scores only in group A. Furthermore, ICG-r15% had a good and significant positive correlation with CTP and MELD scores in both groups (p < 0.05). CONCLUSION NTLV showed a significant negative correlation with ICG-r15% in cirrhotic patients with HCC, but not in cirrhotic patients without HCC. Therefore, CT volumetry can be a valuable tool to predict the functional hepatic volume in patients of cirrhosis with HCC subjected for hepatectomy, where a facility of ICG-r15% is not available. However, further studies are needed to validate our findings in cirrhotic only patients.
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Affiliation(s)
- Yashwant Patidar
- Department of Interventional Radiology, Institute of Liver and Biliary Sciences, D-1 Vasant Kunj, New Delhi, 110 070, India.
| | - Kartik Mittal
- Department of Interventional Radiology, Institute of Liver and Biliary Sciences, D-1 Vasant Kunj, New Delhi, 110 070, India
| | - Ranjan Kumar Patel
- Department of Radiodiagnosis, All India Institute of Medical Sciences, Patrapada, Bhubaneswar, 751 019, India
| | - Sherin Sarah Thomas
- Department of Biochemistry, Institute of Liver and Biliary Sciences, D-1 Vasant Kunj, New Delhi, 110 070, India
| | - Shiv Kumar Sarin
- Department of Hepatology, Institute of Liver and Biliary Sciences, Vasant Kunj, New Delhi, 110 070, India
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18
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Eshkiki ZS, Gholami M, Kadkhodaei A, Shayesteh AA. Prognostic indicators and risk factors for the in-hospital mortality rate of patients with cirrhosis. INTERNATIONAL JOURNAL OF GASTROINTESTINAL INTERVENTION 2024; 13:91-97. [DOI: 10.18528/ijgii240032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 06/12/2024] [Accepted: 07/05/2024] [Indexed: 01/04/2025] Open
Affiliation(s)
- Zahra Shokati Eshkiki
- Alimentary Tract Research Center, Clinical Sciences Research Institute, Imam Khomeini Hospital, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Mobin Gholami
- Alimentary Tract Research Center, Clinical Sciences Research Institute, Imam Khomeini Hospital, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Ahmad Kadkhodaei
- Alimentary Tract Research Center, Clinical Sciences Research Institute, Imam Khomeini Hospital, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Ali Akbar Shayesteh
- Alimentary Tract Research Center, Clinical Sciences Research Institute, Imam Khomeini Hospital, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
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19
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Ye JZ, Lu HZ, Zeng C, Lei G, Wang XB, Chen J, Bai T, Wu FX, Mai RY, Guo WX, Li LQ. A novel surgical scheme for hepatectomy in hepatocellular carcinoma patients with clinically significant portal hypertension. BMC Cancer 2024; 24:764. [PMID: 38918786 PMCID: PMC11202348 DOI: 10.1186/s12885-024-12535-9] [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: 09/26/2023] [Accepted: 06/18/2024] [Indexed: 06/27/2024] Open
Abstract
OBJECTIVE Clinically significant portal hypertension (CSPH) seriously affects the feasibility and safety of surgical treatment for hepatocellular carcinoma (HCC) patients. The aim of this study was to establish a new surgical scheme defining risk classification of post-hepatectomy liver failure (PHLF) to facilitate the surgical decision-making and identify suitable candidates for individual hepatectomy among HCC patients with CSPH. BACKGROUNDS Hepatectomy is the preferred treatment for HCC. Surgeons must maintain a balance between the expected oncological outcomes of HCC removal and short-term risks of severe PHLF and morbidity. CSPH aggravates liver decompensation and increases the risk of severe PHLF thus complicating hepatectomy for HCC. METHODS Multivariate logistic regression and stochastic forest algorithm were performed, then the independent risk factors of severe PHLF were included in a nomogram to determine the risk of severe PHLF. Further, a conditional inference tree (CTREE) through recursive partitioning analysis validated supplement the misdiagnostic threshold of the nomogram. RESULTS This study included 924 patients, of whom 137 patients (14.8%) suffered from mild-CSPH and 66 patients suffered from (7.1%) with severe-CSPH confirmed preoperatively. Our data showed that preoperative prolonged prothrombin time, total bilirubin, indocyanine green retention rate at 15 min, CSPH grade, and standard future liver remnant volume were independent predictors of severe PHLF. By incorporating these factors, the nomogram achieved good prediction performance in assessing severe PHLF risk, and its concordance statistic was 0.891, 0.850 and 0.872 in the training cohort, internal validation cohort and external validation cohort, respectively, and good calibration curves were obtained. Moreover, the calculations of total points of diagnostic errors with 95% CI were concentrated in 110.5 (range 76.9-178.5). It showed a low risk of severe PHLF (2.3%), indicating hepatectomy is feasible when the points fall below 76.9, while the risk of severe PHLF is extremely high (93.8%) and hepatectomy should be rigorously restricted at scores over 178.5. Patients with points within the misdiagnosis threshold were further examined using CTREE according to a hierarchic order of factors represented by the presence of CSPH grade, ICG-R15, and sFLR. CONCLUSION This new surgical scheme established in our study is practical to stratify risk classification in assessing severe PHLF, thereby facilitating surgical decision-making and identifying suitable candidates for individual hepatectomy.
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Affiliation(s)
- Jia-Zhou Ye
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, China
| | - Hua-Ze Lu
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, China
| | - Can Zeng
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, China
| | - Guo Lei
- Department of Hepatic Suegery VI, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, 225 Changhai Road, Shanghai, 200438, China
| | - Xiao-Bo Wang
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, China
| | - Jie Chen
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, China
| | - Tao Bai
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, China
| | - Fei-Xiang Wu
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, China
| | - Rong-Yun Mai
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, China.
| | - Wei-Xing Guo
- Department of Hepatic Suegery VI, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, 225 Changhai Road, Shanghai, 200438, China.
| | - Le-Qun Li
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, China.
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20
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Lin H, Loi PL, Ng J, Shen L, Teo W, Chung A, Raj P, Chang JP. MELD3.0 is superior to MELDNa and MELD for prediction of mortality in patients with cirrhosis: An external validation in a multi-ethnic population. JGH Open 2024; 8:e13098. [PMID: 38832135 PMCID: PMC11144281 DOI: 10.1002/jgh3.13098] [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: 01/18/2024] [Revised: 03/08/2024] [Accepted: 05/08/2024] [Indexed: 06/05/2024]
Abstract
Background and Aim The model for end-stage liver disease (MELD) was updated to MELDNa and recently to MELD3.0 to predict survival of cirrhotic patients. We validated the prognostic performance of MELD3.0 and compared with MELDNa and MELD amongst cirrhotic inpatients. Methods Demographical, clinical, biochemical, and survival data of cirrhotic inpatients in Singapore General Hospital (SGH) from 01 January 2018 to 31 December 2018, were studied retrospectively. Patients were followed up from first admission in 2018 until death or until 01 April 2023. Area under the receiver operating characteristic curves (AUROC) were computed for the discriminative effects of MELD3.0, MELDNa, and MELD to predict 30-, 90-, and 365-day mortalities. AUROC was compared with DeLong's test. The cutoff MELD3.0 score for patients at high risk of 30-day mortality was determined using Youden's Index. Survival curves of patients with MELD3.0 score above and below the cutoff were estimated with Kaplan-Meier method and compared with log-rank analysis. Results Totally 862 patients were included (median age 71.0 years [interquartile range, IQR: 64.0-79.0], 65.4% males, 75.8% Chinese). Proportion of patients with Child-Turcotte-Pugh classes A/B/C were 55.5%/35.5%/9.0%. Median MELD3.0/MELDNa/MELD scores were 12.2 (IQR: 8.7-18.3)/11.0 (IQR: 8.0-17.5)/10.3 (IQR: 7.8-15.0). Median time of follow-up was 51.9 months (IQR: 8.5-59.6). The proportion of 30-/90-/365-day mortalities was 5.7%/13.2%/26.9%. AUROC of MELD3.0/MELDNa/MELD in predicting 30-, 90-, and 365-day mortalities, respectively, were 0.823/0.793/0.783, 0.754/0.724/0.707, 0.682/0.654/0.644 (P < 0.05). Optimal cutoff to predict 30-day mortality was MELD3.0 > 19 (sensitivity = 67.4%, specificity = 82.4%). Patients with MELD3.0 > 19, compared with patients with MELD3.0 ≤ 19, had shorter median time to death (98.0 days [IQR: 28.8-398.0] vs 390.0 days [IQR: 134.3-927.5]), and higher proportion of 30-day mortality (68.8% vs 43.0%) (P < 0.001). Conclusion MELD3.0 performs better than MELDNa and MELD in predicting mortality in cirrhotic inpatients. MELD3.0 > 19 predicts higher 30-day mortality.
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Affiliation(s)
- Hong‐Yi Lin
- Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
| | - Pooi Ling Loi
- Department of Gastroenterology and HepatologySingapore General HospitalSingaporeSingapore
| | - Jeanette Ng
- Department of Gastroenterology and HepatologySingapore General HospitalSingaporeSingapore
| | - Liang Shen
- Biostatistics Unit, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
| | - Wei‐Quan Teo
- SingHealth Duke‐NUS Transplant CentreSingaporeSingapore
| | - Amber Chung
- SingHealth Duke‐NUS Transplant CentreSingaporeSingapore
| | - Prema Raj
- SingHealth Duke‐NUS Transplant CentreSingaporeSingapore
| | - Jason Pik‐Eu Chang
- Department of Gastroenterology and HepatologySingapore General HospitalSingaporeSingapore
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21
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Gulla A, Jakiunaite I, Juchneviciute I, Dzemyda G. A narrative review: predicting liver transplant graft survival using artificial intelligence modeling. FRONTIERS IN TRANSPLANTATION 2024; 3:1378378. [PMID: 38993758 PMCID: PMC11235265 DOI: 10.3389/frtra.2024.1378378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 04/22/2024] [Indexed: 07/13/2024]
Abstract
Liver transplantation is the only treatment for patients with liver failure. As demand for liver transplantation grows, it remains a challenge to predict the short- and long-term survival of the liver graft. Recently, artificial intelligence models have been used to evaluate the short- and long-term survival of the liver transplant. To make the models more accurate, suitable liver transplantation characteristics must be used as input to train them. In this narrative review, we reviewed studies concerning liver transplantations published in the PubMed, Web of Science, and Cochrane databases between 2017 and 2022. We picked out 17 studies using our selection criteria and analyzed them, evaluating which medical characteristics were used as input for creation of artificial intelligence models. In eight studies, models estimating only short-term liver graft survival were created, while in five of the studies, models for the prediction of only long-term liver graft survival were built. In four of the studies, artificial intelligence algorithms evaluating both the short- and long-term liver graft survival were created. Medical characteristics that were used as input in reviewed studies and had the biggest impact on the accuracy of the model were the recipient's age, recipient's body mass index, creatinine levels in the recipient's serum, recipient's international normalized ratio, diabetes mellitus, and recipient's model of end-stage liver disease score. To conclude, in order to define important liver transplantation characteristics that could be used as an input for artificial intelligence algorithms when predicting liver graft survival, more models need to be created and analyzed, in order to fully support the results of this review.
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Affiliation(s)
- Aiste Gulla
- Faculty of Medicine, Institute of Clinical Medicine, Vilnius University, Vilnius, Lithuania
| | | | - Ivona Juchneviciute
- Faculty of Mathematics and Informatics, Institute of Data Science and Digital Technologies, Vilnius University, Vilnius, Lithuania
| | - Gintautas Dzemyda
- Faculty of Mathematics and Informatics, Institute of Data Science and Digital Technologies, Vilnius University, Vilnius, Lithuania
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22
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Vaghiri S, Lehwald-Tywuschik N, Prassas D, Safi SA, Kalmuk S, Knoefel WT, Dizdar L, Alexander A. Predictive factors of 90-day mortality after curative hepatic resection for hepatocellular carcinoma: a western single-center observational study. Langenbecks Arch Surg 2024; 409:149. [PMID: 38698255 PMCID: PMC11065924 DOI: 10.1007/s00423-024-03337-5] [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: 02/15/2024] [Accepted: 04/24/2024] [Indexed: 05/05/2024]
Abstract
PURPOSE The aim of this study was to identify predictive risk factors associated with 90-day mortality after hepatic resection (HR) in hepatocellular carcinoma (HCC). METHODS All patients undergoing elective resection for HCC from a single- institutional and prospectively maintained database were included. Multivariate regression analysis was conducted to identify pre- and intraoperative as well as histopathological predictive factors of 90-day mortality after elective HR. RESULTS Between August 2004 and October 2021, 196 patients were enrolled (148 male /48 female). The median age of the study cohort was 68.5 years (range19-84 years). The rate of major hepatectomy (≥ 3 segments) was 43.88%. Multivariate analysis revealed patient age ≥ 70 years [HR 2.798; (95% CI 1.263-6.198); p = 0.011], preoperative chronic renal insufficiency [HR 3.673; (95% CI 1.598-8.443); p = 0.002], Child-Pugh Score [HR 2.240; (95% CI 1.188-4.224); p = 0.013], V-Stage [HR 2.420; (95% CI 1.187-4.936); p = 0.015], and resected segments ≥ 3 [HR 4.700; (95% 1.926-11.467); p = 0.001] as the major significant determinants of the 90-day mortality. CONCLUSION Advanced patient age, pre-existing chronic renal insufficiency, Child-Pugh Score, extended hepatic resection, and vascular tumor involvement were identified as significant predictive factors of 90-day mortality. Proper patient selection and adjustment of treatment strategies could potentially reduce short-term mortality.
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Affiliation(s)
- Sascha Vaghiri
- Department of Surgery (A), Heinrich-Heine-University and University Hospital Duesseldorf, Duesseldorf, Germany
| | - Nadja Lehwald-Tywuschik
- Department of Surgery (A), Heinrich-Heine-University and University Hospital Duesseldorf, Duesseldorf, Germany
| | - Dimitrios Prassas
- Department of Surgery (A), Heinrich-Heine-University and University Hospital Duesseldorf, Duesseldorf, Germany
- Department of Surgery, Katholisches Klinikum Essen, Philippusstift, Teaching Hospital of Duisburg-Essen University, Huelsmannstrasse 17, 45355, Essen, Germany
| | - Sami Alexander Safi
- Department of Surgery (A), Heinrich-Heine-University and University Hospital Duesseldorf, Duesseldorf, Germany
| | - Sinan Kalmuk
- Department of Surgery (A), Heinrich-Heine-University and University Hospital Duesseldorf, Duesseldorf, Germany
| | - Wolfram Trudo Knoefel
- Department of Surgery (A), Heinrich-Heine-University and University Hospital Duesseldorf, Duesseldorf, Germany.
| | - Levent Dizdar
- Department of Surgery (A), Heinrich-Heine-University and University Hospital Duesseldorf, Duesseldorf, Germany
| | - Andrea Alexander
- Department of Surgery (A), Heinrich-Heine-University and University Hospital Duesseldorf, Duesseldorf, Germany
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23
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Gairola S, Solanki SL, Patkar S, Goel M. Artificial Intelligence in Perioperative Planning and Management of Liver Resection. Indian J Surg Oncol 2024; 15:186-195. [PMID: 38818006 PMCID: PMC11133260 DOI: 10.1007/s13193-024-01883-4] [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: 09/18/2023] [Accepted: 01/16/2024] [Indexed: 06/01/2024] Open
Abstract
Artificial intelligence (AI) is a speciality within computer science that deals with creating systems that can replicate the intelligence of a human mind and has problem-solving abilities. AI includes a diverse array of techniques and approaches such as machine learning, neural networks, natural language processing, robotics, and expert systems. An electronic literature search was conducted using the databases of "PubMed" and "Google Scholar". The period for the search was from 2000 to June 2023. The search terms included "artificial intelligence", "machine learning", "liver cancers", "liver tumors", "hepatectomy", "perioperative" and their synonyms in various combinations. The search also included all MeSH terms. The extracted articles were further reviewed in a step-wise manner for identification of relevant studies. A total of 148 articles were identified after the initial literature search. Initial review included screening of article titles for relevance and identifying duplicates. Finally, 65 articles were reviewed for this review article. The future of AI in liver cancer planning and management holds immense promise. AI-driven advancements will increasingly enable precise tumour detection, location, and characterisation through enhanced image analysis. ML algorithms will predict patient-specific treatment responses and complications, allowing for tailored therapies. Surgical robots and AI-guided procedures will enhance the precision of liver resections, reducing risks and improving outcomes. AI will also streamline patient monitoring, better hemodynamic management, enabling early detection of recurrence or complications. Moreover, AI will facilitate data-driven research, accelerating the development of novel treatments and therapies. Ultimately, AI's integration will revolutionise liver cancer care, offering personalised, efficient and effective solutions, improving patients' quality of life and survival rates.
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Affiliation(s)
- Shruti Gairola
- Department of Anaesthesiology, Critical Care and Pain, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, Maharashtra India
| | - Sohan Lal Solanki
- Department of Anaesthesiology, Critical Care and Pain, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, Maharashtra India
| | - Shraddha Patkar
- Division of Hepatobiliary Surgical Oncology, Department of Surgical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, Maharashtra India
| | - Mahesh Goel
- Division of Hepatobiliary Surgical Oncology, Department of Surgical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, Maharashtra India
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24
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Fan W, Liao W, Jiang S, Chen Y, Li C, Liang X. Development of novel prognostic models based on dynamic changes in risk factors for hepatitis B associated acute-on-chronic liver failure:a 10-year retrospective study. Heliyon 2024; 10:e29276. [PMID: 38617970 PMCID: PMC11015138 DOI: 10.1016/j.heliyon.2024.e29276] [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: 08/09/2023] [Revised: 03/30/2024] [Accepted: 04/03/2024] [Indexed: 04/16/2024] Open
Abstract
Background/Aims Acute-on-chronic liver failure (ACLF) is associated with high short-term mortality, and early prediction is critical to reduce the deaths of ACLF patients. To date, however, the prognostic accuracy of current models for ACLF is unsatisfactory, particularly, in patients with hepatitis B virus (HBV) infection. This study aims to develop novel prognostic models based on the dynamic changes in variables to predict the short-term mortality of HBV-associated ACLF (HBV-ACLF). Methods A retrospective cohort study was conducted, with the population comprised in whom ACLF was confirmed.319 patients were enrolled and their clinical data were collected on Days 1 and 7 following hospital admission. Univariate and multivariate analyses were performed to identify risk factors for 28 and 90-day mortality. The dynamic alterations in the risk factors were further analyzed, and Days 1 and 7 prognostic models were constructed. Receiver operating characteristic (ROC) analysis were used to identify and compared the predictors of prognosis among our model. Results Univariate and multivariate analyses revealed significant risk factors at Days 1 and 7, which when combined with the clinically important parameters, were used to establish the Days 1 and 7 prognostic models. For 28-day mortality, the predictive accuracy of the Day 1 prognostic model was significantly higher than that of the albumin-bilirubin (ALBI) model. For 90-day mortality, the predictive accuracy of the Days 1 and 7 prognostic models was significantly higher than that of the Model of End-Stage Liver Disease (MELD), MELD-sodium (MELD-Na), and ALBI prognostic models. Conclusions The prognostic models established in this study were superior to the existing prognostic scoring systems to accurately predict short-term mortality, and therefore, could be potential novel prognostic tools for HBV-ACLF.
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Affiliation(s)
- Wenhan Fan
- Department of Infectious Diseases, Changhai Hospital, First Affiliated Hospital of the Naval Medical University, Shanghai, 200433, China
| | - Wei Liao
- Department of Infectious Diseases, Changhai Hospital, First Affiliated Hospital of the Naval Medical University, Shanghai, 200433, China
| | - Shengjun Jiang
- Department of Gastroenterology, Digestive Endoscopy Center, Yixin People's Hospital, Jiangsu, 214200, China
| | - Yi Chen
- Department of Infectious Diseases, Changhai Hospital, First Affiliated Hospital of the Naval Medical University, Shanghai, 200433, China
| | - Chengzhong Li
- Department of Infectious Diseases, Changhai Hospital, First Affiliated Hospital of the Naval Medical University, Shanghai, 200433, China
| | - Xuesong Liang
- Department of Infectious Diseases, Changhai Hospital, First Affiliated Hospital of the Naval Medical University, Shanghai, 200433, China
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25
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Tian YB, Niu H, Xu F, Shang-Guan PW, Song WW. ALBI score combined with FIB-4 index to predict post-hepatectomy liver failure in patients with hepatocellular carcinoma. Sci Rep 2024; 14:8034. [PMID: 38580647 PMCID: PMC10997654 DOI: 10.1038/s41598-024-58205-5] [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: 08/13/2023] [Accepted: 03/26/2024] [Indexed: 04/07/2024] Open
Abstract
Post-hepatectomy liver failure (PHLF) is a potentially life-threatening complication following liver resection. Hepatocellular carcinoma (HCC) often occurs in patients with chronic liver disease, which increases the risk of PHLF. This study aimed to investigate the ability of the combination of liver function and fibrosis markers (ALBI score and FIB-4 index) to predict PHLF in patients with HCC. Patients who underwent hepatectomy for HCC between August 2012 and September 2022 were considered for inclusion. Multivariable logistic regression analysis was used to identify factors associated with PHLF, and ALBI score and FIB-4 index were combined based on their regression coefficients. The performance of the combined ALBI-FIB4 score in predicting PHLF and postoperative mortality was compared with Child-Pugh score, MELD score, ALBI score, and FIB-4 index. A total of 215 patients were enrolled in this study. PHLF occurred in 35 patients (16.3%). The incidence of severe PHLF (grade B and grade C PHLF) was 9.3%. Postoperative 90-d mortality was 2.8%. ALBI score, FIB-4 index, prothrombin time, and extent of liver resection were identified as independent factors for predicting PHLF. The AUC of the ALBI-FIB4 score in predicting PHLF was 0.783(95%CI: 0.694-0.872), higher than other models. The ALBI-FIB4 score could divide patients into two risk groups based on a cut-off value of - 1.82. High-risk patients had a high incidence of PHLF of 39.1%, while PHLF just occurred in 6.6% of low-risk patients. Similarly, the AUCs of the ALBI-FIB4 score in predicting severe PHLF and postoperative 90-d mortality were also higher than other models. Preoperative ALBI-FIB4 score showed good performance in predicting PHLF and postoperative mortality in patients undergoing hepatectomy for HCC, superior to the currently commonly used liver function and fibrosis scoring systems.
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Affiliation(s)
- Yi-Bo Tian
- Department of Hepatobiliary Surgery, Jincheng People's Hospital, Jincheng, 048026, Shanxi Province, China
- Department of Emergency, Jincheng General Hospital, Jincheng, 048000, Shanxi Province, China
| | - Hong Niu
- Department of Gastroenterology, Jincheng General Hospital, Jincheng, 048000, Shanxi Province, China
| | - Feng Xu
- Department of General Surgery, Jincheng General Hospital, Jincheng, 048000, Shanxi Province, China.
| | - Peng-Wei Shang-Guan
- Department of General Surgery, Jincheng General Hospital, Jincheng, 048000, Shanxi Province, China
| | - Wei-Wei Song
- Department of Medical Quality Control, Jincheng General Hospital, Jincheng, 048000, Shanxi Province, China
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Chongo G, Soldera J. Use of machine learning models for the prognostication of liver transplantation: A systematic review. World J Transplant 2024; 14:88891. [PMID: 38576762 PMCID: PMC10989468 DOI: 10.5500/wjt.v14.i1.88891] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 11/08/2023] [Accepted: 12/11/2023] [Indexed: 03/15/2024] Open
Abstract
BACKGROUND Liver transplantation (LT) is a life-saving intervention for patients with end-stage liver disease. However, the equitable allocation of scarce donor organs remains a formidable challenge. Prognostic tools are pivotal in identifying the most suitable transplant candidates. Traditionally, scoring systems like the model for end-stage liver disease have been instrumental in this process. Nevertheless, the landscape of prognostication is undergoing a transformation with the integration of machine learning (ML) and artificial intelligence models. AIM To assess the utility of ML models in prognostication for LT, comparing their per formance and reliability to established traditional scoring systems. METHODS Following the Preferred Reporting Items for Systematic Reviews and Meta-Analysis guidelines, we conducted a thorough and standardized literature search using the PubMed/MEDLINE database. Our search imposed no restrictions on publication year, age, or gender. Exclusion criteria encompassed non-English stu dies, review articles, case reports, conference papers, studies with missing data, or those exhibiting evident methodological flaws. RESULTS Our search yielded a total of 64 articles, with 23 meeting the inclusion criteria. Among the selected studies, 60.8% originated from the United States and China combined. Only one pediatric study met the criteria. Notably, 91% of the studies were published within the past five years. ML models consistently demonstrated satisfactory to excellent area under the receiver operating characteristic curve values (ranging from 0.6 to 1) across all studies, surpassing the performance of traditional scoring systems. Random forest exhibited superior predictive capa bilities for 90-d mortality following LT, sepsis, and acute kidney injury (AKI). In contrast, gradient boosting excelled in predicting the risk of graft-versus-host disease, pneumonia, and AKI. CONCLUSION This study underscores the potential of ML models in guiding decisions related to allograft allocation and LT, marking a significant evolution in the field of prognostication.
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Affiliation(s)
- Gidion Chongo
- Department of Gastroenterology, University of South Wales, Cardiff CF37 1DL, United Kingdom
| | - Jonathan Soldera
- Department of Gastroenterology, University of South Wales, Cardiff CF37 1DL, United Kingdom
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Du L, Xu H, Fang L, Qiao L, Xie Y, Yang C, Ji L, Zhao L, Wang C, Zhang W, Feng X, Chen T, Yuan Q. Albumin-bilirubin score as a predictor of all-cause mortality in patients with hepatitis B virus infection: An analysis of National Health and Nutrition Examination Survey (NHANES) 1999-2018. Prev Med Rep 2024; 39:102639. [PMID: 38357224 PMCID: PMC10865019 DOI: 10.1016/j.pmedr.2024.102639] [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: 11/14/2023] [Revised: 01/25/2024] [Accepted: 01/31/2024] [Indexed: 02/16/2024] Open
Abstract
Objectives The Albumin-Bilirubin (ALBI) score has been widely used to assess the prognosis in patients with cirrhosis and hepatocellular carcinoma. This study aimed to analyze the relationship between ALBI score and all-cause mortality in patients with hepatitis B virus (HBV) infection in general. Methods Patients aged ≥ 18 years with previous or current HBV infection from the National Health and Nutrition Examination Survey (NHANES) in the United States between 1999 and 2018 were enrolled in this retrospective cohort study. Weight univariate and multivariate Cox regression models were used to assess the relationship between ALBI score and all-cause mortality. The area under the receiver operating characteristic curve (AUC) was utilized to assess the predictive effect of ALBI score for all-cause mortality. Results A total of 3,666 patients were included, of whom 925 (23.53 %) patients died. Compared with ALBI score ≤ -2.6, HBV-infected patients with ALBI score > -2.6 [hazard ratio (HR) = 1.75; 95 % confidence interval (CI): 1.43-2.14] were corrected with a higher all-cause mortality risk after adjusting for confounders. Stratified analyses showed that higher ALBI score was related to a higher risk of all-cause mortality in different patients with HBV infection (All P < 0.05). Furthermore, the ALBI score had good predictive ability for 1-year (AUC = 0.816, 95 %CI: 0.754-0.878), 3-year (AUC = 0.808, 95 %CI: 0.775-0.841), 5-year (AUC = 0.809, 95 %CI: 0.783-0.835), and 10-year (AUC = 0.806, 95 %CI: 0.784-0.827) all-cause mortality. Conclusion Higher ALBI score was related to a higher risk of all-cause mortality in patients with HBV infection, and the ALBI score showed a good predictive effect for short- and long-term all-cause mortality.
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Affiliation(s)
- Lixia Du
- Department of Infectious Diseases, The First People’s Hospital of Shuangliu District, Chengdu 610020, PR China
- Department of Gastroenterology, Chengdu BOE Hospital, Chengdu 610219, PR China
| | - Hui Xu
- Department of Gastroenterology, Chengdu BOE Hospital, Chengdu 610219, PR China
| | - Li Fang
- Department of Gastroenterology, Chengdu BOE Hospital, Chengdu 610219, PR China
| | - Lijuan Qiao
- Department of Gastroenterology, Chengdu BOE Hospital, Chengdu 610219, PR China
| | - Yu Xie
- Department of Gastroenterology, Chengdu BOE Hospital, Chengdu 610219, PR China
| | - Chunli Yang
- Department of Gastroenterology, Chengdu BOE Hospital, Chengdu 610219, PR China
| | - Linxiu Ji
- Department of Gastroenterology, Chengdu BOE Hospital, Chengdu 610219, PR China
| | - Liqiong Zhao
- Department of Gastroenterology, Chengdu BOE Hospital, Chengdu 610219, PR China
| | - Cong Wang
- Department of Gastroenterology, Chengdu BOE Hospital, Chengdu 610219, PR China
| | - Weilan Zhang
- Department of Gastroenterology, Chengdu BOE Hospital, Chengdu 610219, PR China
| | - Xue Feng
- Department of Gastroenterology, Chengdu BOE Hospital, Chengdu 610219, PR China
| | - Ting Chen
- Department of Gastroenterology, Chengdu BOE Hospital, Chengdu 610219, PR China
| | - Qin Yuan
- Department of Infectious Diseases, The First People’s Hospital of Shuangliu District, Chengdu 610020, PR China
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Cong L, Deng Y, Cai S, Wang G, Zhao X, He J, Zhao S, Wang L. The value of periportal hyperintensity sign from gadobenate dimeglumine-enhanced hepatobiliary phase MRI for predicting clinical outcomes in patients with decompensated cirrhosis. Insights Imaging 2024; 15:64. [PMID: 38411746 PMCID: PMC10899122 DOI: 10.1186/s13244-024-01629-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 01/18/2024] [Indexed: 02/28/2024] Open
Abstract
OBJECTIVES To determine the value of periportal hyperintensity sign from gadobenate dimeglumine (Gd-BOPTA)-enhanced hepatobiliary phase (HBP) magnetic resonance imaging (MRI) for predicting clinical outcomes in patients with decompensated cirrhosis. METHODS A total of 199 cirrhotic patients who underwent Gd-BOPTA-enhanced MRI were divided into control group (n = 56) and decompensated cirrhosis group (n = 143). The presence of periportal hyperintensity sign on HBP MRI was recorded. The Cox regression model was used to investigate the association between periportal hyperintensity sign and clinical outcomes. RESULTS There was a significant difference in the frequency of periportal hyperintensity sign on HBP between compensated and decompensated cirrhotic patients (p < 0.05). After a median follow-up of 29.0 months (range, 1.0-90.0 months), nine out of 143 patients (6.2%) with decompensated cirrhosis died. Periportal hyperintensity sign on HBP MRI was a significant risk factor for death (hazard ratio (HR) = 23.677; 95% confidence interval (CI) = 4.759-117.788; p = 0.0001), with an area under the curve (AUC) of 0.844 (95% CI = 0.774-0.899). Thirty patients (20.9%) developed further decompensation. Periportal hyperintensity sign on HBP MRI was also a significant risk factor for further decompensation (HR = 2.594; 95% CI = 1.140-5.903; p = 0.023). CONCLUSIONS Periportal hyperintensity sign from Gd-BOPTA-enhanced HBP MRI is valuable for predicting clinical outcomes in patients with decompensated cirrhosis. CRITICAL RELEVANCE STATEMENT Periportal hyperintensity sign from gadobenate dimeglumine-enhanced hepatobiliary phase magnetic resonance imaging is a new noninvasive method to predict clinical outcomes in patients with decompensated cirrhosis. KEY POINTS • There was a significant difference in the frequency of periportal hyperintensity sign on HBP between compensated and decompensated cirrhotic patients. • Periportal hyperintensity sign on the hepatobiliary phase was a significant risk factor for death in patients with decompensated cirrhosis. • Periportal hyperintensity sign on the hepatobiliary phase was a significant risk factor for further decompensation in patients with decompensated cirrhosis.
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Affiliation(s)
- Lanqing Cong
- Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province, 250021, China
| | - Yan Deng
- Department of Radiology, Qilu Hospital of Shandong University, Jinan, Shandong Province, 250012, China
| | - Shuo Cai
- MRI Department, Shandong Provincial Hospital Heze Hospital, Heze, Shandong Province, 274031, China
| | - Gongzheng Wang
- Department of Radiology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong Province, 250021, China
| | - Xinya Zhao
- Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province, 250021, China
| | - Jingzhen He
- Department of Radiology, Qilu Hospital of Shandong University, Jinan, Shandong Province, 250012, China
| | - Songbo Zhao
- Department of Central Laboratory, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, Shandong Province, China.
- Shandong Provincial Engineering and Technological Research Center for Liver Diseases Prevention and Control, Jinan, Shandong Province, China.
| | - Li Wang
- Department of Health Management Center, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province, 250021, China.
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Kirichenko A, Uemura T, Liang Y, Hasan S, Abel S, Renz P, Shamsesfandabadi P, Carpenter J, Yin Y, Thai N. Stereotactic Body Radiation Therapy (SBRT) for Hepatocellular Carcinoma (HCC) With Single Photon Emission Computed Tomography (SPECT) Functional Treatment Planning in Patients With Advanced Hepatic Cirrhosis. Adv Radiat Oncol 2024; 9:101367. [PMID: 38405302 PMCID: PMC10885583 DOI: 10.1016/j.adro.2023.101367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 08/19/2023] [Indexed: 02/27/2024] Open
Abstract
Purpose We report on the feasibility and outcomes of liver stereotactic body radiation therapy (SBRT) for hepatocellular carcinoma (HCC) with single-photon emission computed tomography (SPECT) functional treatment planning in patients with Child-Pugh (CP) B/C cirrhosis. Methods and Materials Liver SPECT with 99mTc-sulfur colloid was coregistered to treatment planning computed tomography (CT) for the guided avoidance of functional hepatic parenchyma during SBRT. Functional liver volumes (FLVs) obtained from SPECT were compared with anatomic liver volumes defined on the planning CT. Radiation dose constraints were adapted exclusively to FLV. Local control, toxicity, and survival were reported with at least 6 months of radiographic follow-up. Pre- and posttransplant outcomes were analyzed in a subset of patients who completed SBRT as a bridge to liver transplant. Model of End-Stage Liver Disease was used to score hepatic function before and after SBRT completion. Results With a median follow-up of 32 months, 45 patients (58 lesions) with HCC and CP-B/C cirrhosis received SBRT to a median dose of 45 Gy (3-5 fractions). FLV loss (34%, P < .001) was observed in all patients, and the functional and anatomic liver volumes matched well in a control group of noncirrhotic/non-HCC patients. Despite marked functional parenchyma retraction, the amount of FLV on SPECT exposed to the threshold irradiation was significantly less than the CT liver volumes (P < .001) because of the optimized beam placement during dosimetry planning. Twenty-three patients (51%) successfully completed orthotopic liver transplant, with a median time to transplant of 9.2 months. With 91% in-field local control, the overall 2-year survival was 65% (90% after the orthotopic liver transplant), with no incidence of radiation-induced liver disease observed within 3 to 4 months or accelerated CP class migration from B to C within the first 6 months post-SBRT. Mean Model of End-Stage Liver Disease-Na score was not significantly elevated at 3-month intervals after SBRT completion. Conclusions Functional treatment planning with 99mTc sulfur colloid SPECT/CT allows identification and avoidance of functional hepatic parenchyma in patients with CP-B/C cirrhosis, leading to low toxicity and satisfactory transplant outcomes.
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Affiliation(s)
- Alexander Kirichenko
- Division of Radiation Oncology, Allegheny Health Network Cancer Institute, Pittsburgh, Pennsylvania
| | - Tadahiro Uemura
- Division of Abdominal Transplantation and Hepato-Biliary Surgery, Allegheny General Hospital, Pittsburgh, Pennsylvania
| | - Yun Liang
- Division of Radiation Oncology, Allegheny Health Network Cancer Institute, Pittsburgh, Pennsylvania
| | | | - Steven Abel
- Division of Radiation Oncology, Allegheny Health Network Cancer Institute, Pittsburgh, Pennsylvania
| | - Paul Renz
- Division of Radiation Oncology, Allegheny Health Network Cancer Institute, Pittsburgh, Pennsylvania
| | - Parisa Shamsesfandabadi
- Division of Radiation Oncology, Allegheny Health Network Cancer Institute, Pittsburgh, Pennsylvania
| | - Jennifer Carpenter
- Division of Abdominal Transplantation and Hepato-Biliary Surgery, Allegheny General Hospital, Pittsburgh, Pennsylvania
| | - Yue Yin
- Allegheny-Singer Research Institute, Biostatistics, Allegheny Health Network, Pittsburgh, Pennsylvania
| | - Ngoc Thai
- Division of Abdominal Transplantation and Hepato-Biliary Surgery, Allegheny General Hospital, Pittsburgh, Pennsylvania
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Wong R, Buckholz A, Hajifathalian K, Ng C, Sholle E, Ghosh G, Rosenblatt R, Fortune BE. Liver Severity Score-Based Modeling to Predict Six-Week Mortality Risk Among Hospitalized Cirrhosis Patients With Upper Gastrointestinal Bleeding. J Clin Exp Hepatol 2024; 14:101255. [PMID: 38076370 PMCID: PMC10709123 DOI: 10.1016/j.jceh.2023.07.402] [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: 04/17/2023] [Accepted: 07/11/2023] [Indexed: 01/04/2025] Open
Abstract
Background Patients with cirrhosis who have gastrointestinal bleeding have high short-term mortality, but the best modality for risk calculation remains in debate. Liver severity indices, such as Child-Turcotte-Pugh (CTP) and Model-for-End-Stage-Liver Disease (MELD) score, are well-studied in portal hypertensive bleeding, but there is a paucity of data confirming their accuracy in non-portal hypertensive bleeding and overall acute upper gastrointestinal bleeding (UGIB), unrelated to portal hypertension. Aims This study aims to better understand the accuracy of current mortality risk calculators in predicting mortality for patients with any type of UGIB, which could allow for earlier risk stratification and targeted intervention prior to endoscopy to identify the bleeding source. Methods In a large US single-center cohort, we investigated and recalibrated the model performance of CTP and MELD scores to predict six-week mortality risk for both sources of UGIB (portal hypertensive and non-portal hypertensive). Results Both CTP- and MELD-based models have excellent discrimination in predicting six-week mortality for all types of bleeding sources. However, only a CTP-based model demonstrates calibration for all bleeding, regardless of bleeding etiology. Median predicted 6-week mortality by CTP class A, B, and C estimates a risk of 1%, 7%, and 35% respectively. Conclusions Our study corroborates findings in the literature that CTP- and MELD-based models have similar discriminative abilities for predicting 6-week mortality in hospitalized cirrhosis patients presenting with either portal hypertensive or non-portal hypertensive UGIB. CTP class is an effective clinical decision tool that can be used, even prior to endoscopy, to accurately risk stratify a patient with known cirrhosis presenting with any UGIB into low, moderate, and severe risk groupings.
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Affiliation(s)
- Rochelle Wong
- Department of Medicine, New York Presbyterian-Weill Cornell Medical Center, New York, NY, USA
| | - Adam Buckholz
- Division of Gastroenterology and Hepatology, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Kaveh Hajifathalian
- Division of Gastroenterology and Hepatology, Department of Medicine, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Catherine Ng
- Information Technologies and Services, Weill Cornell Medicine, New York, NY, USA
| | - Evan Sholle
- Information Technologies and Services, Weill Cornell Medicine, New York, NY, USA
| | - Gaurav Ghosh
- Division of Gastroenterology and Hepatology, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Russell Rosenblatt
- Division of Gastroenterology and Hepatology, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Brett E. Fortune
- Division of Hepatology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
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Eganyan R, Kulikova M. Impact of alcohol consumption on nature of nutrition, metabolism and human target organs. Part 2. Basic principles of nutritional intervention. RUSSIAN JOURNAL OF PREVENTIVE MEDICINE 2024; 27:131. [DOI: 10.17116/profmed202427101131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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Yang X, Jin L, Luo X, An S, Wang M, Zhu H, Zhou Y, Liu H. Pharmacokinetic/Pharmacodynamic Target Attainment of Tigecycline in Patients with Hepatic Impairment in a Real-World Setting. Ther Drug Monit 2023; 45:786-791. [PMID: 37296502 PMCID: PMC10635337 DOI: 10.1097/ftd.0000000000001115] [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: 02/20/2023] [Accepted: 04/27/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND This study aimed to investigate the pharmacokinetic/pharmacodynamic (PK/PD) target attainment of various tigecycline dosing regimens in real-world patients with impaired liver function. METHODS The clinical data and serum concentrations of tigecycline were extracted from the patients' electronic medical records. Patients were classified into Child-Pugh A, Child-Pugh B, and Child-Pugh C groups, according to the severity of liver impairment. Furthermore, the minimum inhibition concentration (MIC) distribution and PK/PD targets of tigecycline from the literature were used to obtain a proportion of PK/PD targets attainment of various tigecycline dosing regimens at different infected sites. RESULTS The pharmacokinetic parameters revealed significantly higher values in moderate and severe liver failure (groups Child-Pugh B and Child-Pugh C) than those in mild impairment (Child-Pugh A). Considering the target area under the time-concentration curve (AUC 0-24 )/MIC ≥4.5 for patients with pulmonary infection, most patients with high-dose (100 mg, every 12 hours) or standard-dose (50 mg, every 12 hours) for tigecycline achieved the target in groups Child-Pugh A, B, and C. Considering the target AUC 0-24 /MIC ≥6.96 for patients with intra-abdominal infection, when MIC ≤1 mg/L, more than 80% of the patients achieved the target. For an MIC of 2-4 mg/L, only patients with high-dose tigecycline in groups Child-Pugh B and C attained the treatment target. Patients experienced a reduction in fibrinogen values after treatment with tigecycline. In group Child-Pugh C, all 6 patients developed hypofibrinogenemia. CONCLUSIONS Severe hepatic impairment may attain higher PK/PD targets, but carries a high risk of adverse reactions.
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Affiliation(s)
- Xiaoxuan Yang
- Department of Pharmacy, China Pharmaceutical University Nanjing Drum Tower Hospital, Nanjing, China;
| | - Lu Jin
- Department of Pharmacy, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China;
- Nanjing Medical Center for Clinical Pharmacy, Nanjing, China; and
| | - Xuemei Luo
- Department of Pharmacy, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China;
- Nanjing Medical Center for Clinical Pharmacy, Nanjing, China; and
| | - Shurun An
- Department of Pharmacy, China Pharmaceutical University Nanjing Drum Tower Hospital, Nanjing, China;
| | - Min Wang
- Department of Pharmacy, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China;
- Nanjing Medical Center for Clinical Pharmacy, Nanjing, China; and
| | - Huaijun Zhu
- Department of Pharmacy, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China;
- Nanjing Medical Center for Clinical Pharmacy, Nanjing, China; and
| | - Yujie Zhou
- Department of Respiratory and Critical Care Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China.
| | - Hang Liu
- Department of Pharmacy, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China;
- Nanjing Medical Center for Clinical Pharmacy, Nanjing, China; and
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Sun T, Lv J, Zhao X, Li W, Zhang Z, Nie L. In vivo liver function reserve assessments in alcoholic liver disease by scalable photoacoustic imaging. PHOTOACOUSTICS 2023; 34:100569. [PMID: 38046637 PMCID: PMC10690638 DOI: 10.1016/j.pacs.2023.100569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 10/09/2023] [Accepted: 11/05/2023] [Indexed: 12/05/2023]
Abstract
We present a rapid and high-resolution photoacoustic imaging method for evaluating the liver function reserve (LFR). To validate its accuracy, we establish alcoholic liver disease (ALD) models and employ dual-wavelength spectral unmixing to assess oxygen metabolism. An empirical mathematical model fits the photoacoustic signals, obtaining liver metabolism curve and LFR parameters. Liver oxygen metabolism significantly drops in ALD with the emergence of abnormal hepatic lobular structure. ICG half-life remarkably extends from 241 to 568 s in ALD. A significant decline in LFR occurs in terminal region compared to central region, indicated by a 106.9 s delay in ICG half-life, likely due to hepatic artery and vein damage causing hypoxia and inadequate nutrition. Reduced glutathione repairs LFR with a 43% improvement by reducing alcohol-induced oxidative damage. Scalable photoacoustic imaging shows immense potential for assessing LFR in alcoholic-related diseases, providing assistance to early detection and management of liver disease.
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Affiliation(s)
- Tong Sun
- Medical Research Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 510080, China
- MOE Key Laboratory of Laser Life Science & Institute of Laser Life Science, South China Normal University, Guangzhou 510631, China
| | - Jing Lv
- Guangdong Cardiovascular Institute, Guangzhou 510080, China
- Medical Research Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 510080, China
| | - Xingyang Zhao
- Medical Research Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 510080, China
| | - Wenya Li
- Medical Research Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 510080, China
| | - Zhenhui Zhang
- MOE Key Laboratory of Laser Life Science & Institute of Laser Life Science, South China Normal University, Guangzhou 510631, China
| | - Liming Nie
- Medical Research Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 510080, China
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Chen YS, Sung PS, Lai MC, Huang CW. The Primary Prevention of Poststroke Epilepsy in Patients With Middle Cerebral Artery Infarct: Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2023; 12:e49412. [PMID: 37999939 DOI: 10.2196/49412] [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: 05/28/2023] [Revised: 09/19/2023] [Accepted: 10/29/2023] [Indexed: 11/25/2023] Open
Abstract
BACKGROUND Poststroke epilepsy poses a significant clinical challenge for individuals recovering from strokes, leading to a less favorable long-term outlook and increased mortality rates. Existing studies have primarily concentrated on administering antiseizure or anticonvulsant treatments only after the onset of late-onset seizures, without intervening during the epileptogenesis phase following a stroke. OBJECTIVE This research protocol is designed to conduct a randomized controlled trial to assess whether the early, preventive introduction of low-dose antiepileptic drug therapy (levetiracetam [LEV] or perampanel [PER]) in patients who have experienced middle cerebral artery (MCA) infarction can reduce the risk of developing poststroke epilepsy (primary prevention). METHODS Participants with MCA infarction, either with or without reperfusion treatments, will be recruited and promptly receive preventive intervention within 72 hours of the stroke occurrence. These participants will be randomly assigned to receive either PER (4 mg per day), LEV (1000 mg per day), or a placebo that matches the active drugs. This treatment will continue for 12 weeks after allocation. Brain magnetic resonance imaging will be used to confirm the presence of MCA territory infarction, and an electroencephalography will be used to ensure the absence of epileptiform discharges or electrographic seizures at the time of the stroke. All participants will undergo follow-up assessments for 72 weeks after allocation. RESULTS The primary outcome under evaluation will be the incidence of poststroke epilepsy in the 3 groups following the 18-month study period. Secondary outcomes will encompass the time to the occurrence of the first seizure, the severity of seizures, any treatment-related adverse events, and the modified Rankin scale score at 3 and 18 months. Exploratory outcomes will involve comparing the effectiveness and safety of PER and LEV. CONCLUSIONS We anticipate that the intervention groups will experience a lower incidence and reduced severity of poststroke epilepsy compared to the control group after 18 months. We aim to establish evidence supporting the potential preventive effects of LEV and PER on poststroke seizures and epilepsy in patients with MCA infarction, as well as to explore the antiepileptogenic potential of both LEV and PER in patients with major ischemic strokes. TRIAL REGISTRATION ClinicalTrials.gov NCT04858841; https://clinicaltrials.gov/study/NCT04858841. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/49412.
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Affiliation(s)
- Yu-Shiue Chen
- Department of Neurology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Pi-Shan Sung
- Department of Neurology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ming-Chi Lai
- Department of Pediatrics, Chi-Mei Medical Center, Tainan, Taiwan
| | - Chin-Wei Huang
- Department of Neurology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
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Törnell A, Blick E, Al-Dury S, Grauers Wiktorin H, Waern J, Ringlander J, Einarsdottir S, Lindh M, Hellstrand K, Lagging M, Martner A. Presence of MDSC associates with impaired antigen-specific T cell reactivity following COVID-19 vaccination in cirrhotic patients. Front Immunol 2023; 14:1287287. [PMID: 37928515 PMCID: PMC10623131 DOI: 10.3389/fimmu.2023.1287287] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 10/06/2023] [Indexed: 11/07/2023] Open
Abstract
Background and aims Cirrhosis entails high risk of serious infections and abated efficiency of vaccination, but the underlying mechanisms are only partially understood. This study aimed at characterizing innate and adaptive immune functions, including antigen-specific T cell responses to COVID-19 vaccination, in patients with compensated and decompensated cirrhosis. Methods Immune phenotype and function in peripheral blood from 42 cirrhotic patients and 44 age-matched healthy controls were analysed after two doses of the mRNA-based COVID-19 vaccines [BNT162b2 (Pfizer BioNTech) or mRNA-1273 (Moderna)]. Results Cirrhotic patients showed significantly reduced blood counts of antigen-presenting dendritic cells (DC) and high counts of monocytic myeloid-derived suppressor cells (M-MDSC) as compared to healthy controls. In addition, monocytic cells recovered from cirrhotic patients showed impaired expression of the antigen-presenting molecule HLA-DR and the co-stimulatory molecule CD86 upon Toll-like receptor (TLR) stimulation. These features were more prominent in patients with decompensated cirrhosis (Child-Pugh classes B & C). Interestingly, while patients with compensated cirrhosis (Child-Pugh class A) showed an inflammatory profile with myeloid cells producing the proinflammatory cytokines IL-6 and TNF, decompensated patients produced reduced levels of these cytokines. Cirrhotic patients, in particular those with more advanced end-stage liver disease, mounted reduced antigen-specific T cell reactivity to COVID-19 vaccination. Vaccine efficiency inversely correlated with levels of M-MDSC. Conclusion These results implicate MDSC as mediators of immunosuppression, with ensuing deficiency of vaccine-specific T cell responses, in cirrhosis.
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Affiliation(s)
- Andreas Törnell
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Elin Blick
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Life Sciences, Chalmers University of Technology, Gothenburg, Sweden
| | - Samer Al-Dury
- Department of Medicine, Gastroenterology and Hepatology Unit, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Hanna Grauers Wiktorin
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Johan Waern
- Department of Medicine, Gastroenterology and Hepatology Unit, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Johan Ringlander
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Clinical Microbiology, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Sigrun Einarsdottir
- Department of Hematology and Coagulation, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Magnus Lindh
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Clinical Microbiology, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Kristoffer Hellstrand
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Clinical Microbiology, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Martin Lagging
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Clinical Microbiology, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Anna Martner
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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Elkrief L, Ganne-Carrié N, Manceau H, Tanguy M, Valainathan SR, Riescher-Tuczkiewicz A, Biquard L, Barget N, Chaffaut C, Louvet A, Paradis V, Ziol M, Bæk R, Jørgensen MM, Van Niel G, Coly PM, Hammoutène A, Dujardin F, Peoc'h K, Poynard T, Chevret S, Rautou PE. Hepatocyte-derived biomarkers predict liver-related events at 2 years in Child-Pugh class A alcohol-related cirrhosis. J Hepatol 2023; 79:910-923. [PMID: 37302582 DOI: 10.1016/j.jhep.2023.05.025] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 04/25/2023] [Accepted: 05/21/2023] [Indexed: 06/13/2023]
Abstract
BACKGROUND & AIMS In patients with compensated alcohol-related cirrhosis, reliable prognostic biomarkers are lacking. Keratin-18 and hepatocyte-derived large extracellular vesicle (lEV) concentrations reflect disease activity, but their ability to predict liver-related events is unknown. METHODS We measured plasma keratin-18 and hepatocyte lEV concentrations in 500 patients with Child-Pugh class A alcohol-related cirrhosis. The ability of these hepatocyte-derived biomarkers, alone or combined with model for end-stage liver disease (MELD) and FibroTest scores, to predict liver-related events at 2 years was analyzed, taking into account the alcohol consumption at inclusion and during follow-up. RESULTS Keratin-18 and hepatocyte lEV concentrations increased with alcohol consumption. In patients without active alcohol consumption at enrollment (n = 419), keratin-18 concentration predicted liver-related events at 2 years, independently of FibroTest and MELD. Patients with both keratin-18 concentrations >285 U/L and FibroTest >0.74 had a 24% cumulative incidence of liver-related events at 2 years, vs. 5% to 14% in other groups of patients. Similar results were obtained when combining keratin-18 concentrations >285 U/L with MELD >10. In patients with active alcohol consumption at enrollment (n = 81), hepatocyte lEVs predicted liver-related events at 2 years, independently of FibroTest and MELD. Patients with both hepatocyte lEV concentrations >50 U/L and FibroTest >0.74 had a 62% cumulative incidence of liver-related events at 2 years, vs. 8% to 13% in other groups of patients. Combining hepatocyte lEV concentrations >50 U/L with MELD >10 had a lower discriminative ability. Similar results were obtained when using decompensation of cirrhosis, defined according to Baveno VII criteria, as an endpoint. CONCLUSION In patients with Child-Pugh class A alcohol-related cirrhosis, combining hepatocyte-derived biomarkers with FibroTest or MELD scores identifies patients at high risk of liver-related events, and could be used for risk stratification and patient selection in clinical trials. IMPACT AND IMPLICATIONS In patients with compensated alcohol-related cirrhosis, reliable predictors of outcome are lacking. In patients with Child-Pugh class A alcohol-related cirrhosis, combining hepatocyte-derived biomarkers (keratin-18 and hepatocyte-large extracellular vesicles) with FibroTest or MELD scores identifies those at high risk of liver-related events at 2 years. The identified patients at high risk of liver-related events are the target-of-choice population for intensive surveillance (e.g., referral to tertiary care centers; intensive control of risk factors) and inclusion in clinical trials.
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Affiliation(s)
- Laure Elkrief
- Université Paris-Cité, Inserm, Centre de Recherche sur l'inflammation, UMR 1149, Paris, France; Service d'hépato-gastroentérologie, Hôpital Trousseau, CHRU de Tours and Faculté de médecine de Tours, France
| | - Nathalie Ganne-Carrié
- AP-HP, Service d'Hépatologie, Hôpital Avicenne, Bobigny, France; Sorbonne Paris Nord, UFR SMBH, Bobigny, France; INSERM UMR 1138, Centre des Cordeliers, Université Paris-Cité, Paris, France
| | - Hana Manceau
- Université Paris-Cité, Inserm, Centre de Recherche sur l'inflammation, UMR 1149, Paris, France; AP-HP, Hôpital Beaujon, Service de Biochimie et Biologie Moléculaire, Paris, France
| | - Marion Tanguy
- Université Paris-Cité, Inserm, Centre de Recherche sur l'inflammation, UMR 1149, Paris, France
| | - Shantha Ram Valainathan
- Université Paris-Cité, Inserm, Centre de Recherche sur l'inflammation, UMR 1149, Paris, France; AP-HP, Service d'Hépatologie, Hôpital Beaujon, DMU DIGEST, Centre de Référence des Maladies Vasculaires du Foie, FILFOIE, ERN RARE-LIVER, Clichy, France
| | | | - Louise Biquard
- Université Paris-Cité, Inserm, Centre de Recherche sur l'inflammation, UMR 1149, Paris, France
| | - Nathalie Barget
- APHP, Centre de Ressources Biologiques (BB0033-00027) des Hôpitaux Universitaires Paris-Seine-Saint-Denis, Bobigny, France
| | - Cendrine Chaffaut
- Service de Biostatistique et Information Médicale, Hôpital Saint-Louis, AP-HP and Inserm, UMR-1153, ECSTRRA Team, Paris, France
| | - Alexandre Louvet
- Service d'Hépato-gastroentérologie, Hôpital Huriez, CHRU de Lille, France
| | - Valérie Paradis
- Université Paris-Cité, Inserm, Centre de Recherche sur l'inflammation, UMR 1149, Paris, France; AP-HP, Hôpital Beaujon, Service d'anatomopathologie, DMU DIGEST, Clichy, France
| | - Marianne Ziol
- Sorbonne Paris Nord, UFR SMBH, Bobigny, France; AP-HP, Service d'anatomopathologie, Hôpital Avicenne, Bobigny, France
| | - Rikke Bæk
- Department of Clinical Immunology, Aalborg University Hospital, Aalborg, Denmark
| | - Malene Møller Jørgensen
- Department of Clinical Immunology, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Guillaume Van Niel
- Institute for Psychiatry and Neurosciences of Paris, Hopital Saint-Anne, Université de Paris, Institut National de la Santé et de la Recherche Médicale, U1266, Paris, France
| | - Pierre-Michael Coly
- Institute for Psychiatry and Neurosciences of Paris, Hopital Saint-Anne, Université de Paris, Institut National de la Santé et de la Recherche Médicale, U1266, Paris, France
| | - Adel Hammoutène
- Université Paris-Cité, Inserm, Centre de Recherche sur l'inflammation, UMR 1149, Paris, France
| | - Fanny Dujardin
- Service d'anatomopathologie, Hôpital Trousseau, CHRU de Tours, France
| | - Katell Peoc'h
- INSERM UMR 1138, Centre des Cordeliers, Université Paris-Cité, Paris, France
| | - Thierry Poynard
- Biopredictive, Paris, France; Sorbonne University, Paris, France
| | - Sylvie Chevret
- Service de Biostatistique et Information Médicale, Hôpital Saint-Louis, AP-HP and Inserm, UMR-1153, ECSTRRA Team, Paris, France
| | - Pierre-Emmanuel Rautou
- Université Paris-Cité, Inserm, Centre de Recherche sur l'inflammation, UMR 1149, Paris, France; AP-HP, Service d'Hépatologie, Hôpital Beaujon, DMU DIGEST, Centre de Référence des Maladies Vasculaires du Foie, FILFOIE, ERN RARE-LIVER, Clichy, France.
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Buckholz A, Wong R, Curry MP, Baffy G, Chak E, Rustagi T, Mohanty A, Fortune BE. MELD, MELD 3.0, versus Child score to predict mortality after acute variceal hemorrhage: A multicenter US cohort. Hepatol Commun 2023; 7:e0258. [PMID: 37695092 PMCID: PMC10497247 DOI: 10.1097/hc9.0000000000000258] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 07/20/2023] [Indexed: 09/12/2023] Open
Abstract
BACKGROUND Acute variceal hemorrhage is a major decompensating event in patients with cirrhosis and is associated with high 6-week mortality risk. Many prognostic models based on clinical and laboratory parameters have been developed to risk stratify patients on index bleeding presentation, including those based on the Model for End-Stage Liver Disease (MELD) and Child-Turcotte-Pugh (CTP). However, consensus on model performance remains unclear. METHODS Using a large US multicenter cohort of hospitalized patients with cirrhosis who presented with acute variceal hemorrhage, this study evaluates, recalibrates, and compares liver severity index-based models, including the more recent MELD 3.0 model, to investigate their predictive performance on 6-week mortality. Models were also recalibrated and externally validated using additional external centers. RESULTS All recalibrated MELD-based and CTP-based models had excellent discrimination to identify patients at higher risk for 6-week mortality on initial presentation. The recalibrated CTP score model maintained the best calibration and performance within the validation cohort. Patients with low CTP scores (Class A, score 5-6) were strongly associated with < 5% mortality, while high CTP score (Class C, score > 9) were associated with > 20% mortality. CONCLUSION Use of liver severity index-based models accurately predict 6-week mortality risk for patients admitted to the hospital with acute variceal hemorrhage and supports the utilization of these models in future clinical trials as well as their use in clinical practice.
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Affiliation(s)
- Adam Buckholz
- Division of Gastroenterology and Hepatology, Weill Cornell Medical Center, New York, New York, USA
| | - Rochelle Wong
- Department of Internal Medicine, Weill Cornell Medical Center, New York, New York, USA
| | - Michael P. Curry
- Division of Gastroenterology/Liver Center, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Gyorgy Baffy
- Department of Medicine, VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Eric Chak
- Division of Gastroenterology and Hepatology, University of California Davis School of Medicine, Sacramento, California, USA
| | - Tarun Rustagi
- Interventional Endoscopy Services, California Pacific Medical Center, San Francisco, California, USA
| | - Arpan Mohanty
- Section of Gastroenterology, Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Brett E. Fortune
- Division of Hepatology, Montefiore Einstein Medical Center, Bronx, New York, USA
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Lin S, Song Z, Peng H, Qian B, Lin H, Wu X, Li H, Hua Y, Peng B, Shang C, Kuang M, Shen S. A novel nomogram based on preoperative parameters to predict posthepatectomy liver failure in patients with hepatocellular carcinoma. Surgery 2023; 174:865-873. [PMID: 37524639 DOI: 10.1016/j.surg.2023.06.025] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 06/13/2023] [Accepted: 06/18/2023] [Indexed: 08/02/2023]
Abstract
BACKGROUND Posthepatectomy liver failure is one of the main causes of death in patients after hepatectomy. This study intends to establish a prediction model to predict the risk of posthepatectomy liver failure and provide a scientific basis for further reducing the incidence of posthepatectomy liver failure. METHODS This was a retrospective analysis of 1,172 patients with hepatocellular carcinoma undergoing partial hepatectomy. Using univariate and multivariate logistic regression analyses and stepwise regression, a prediction model for posthepatectomy liver failure was established based on the independent risk factors for posthepatectomy liver failure and validated by bootstrapping with 100 resamples, and the receiver operating characteristic curve was used to evaluate the predictive value of the prediction model. RESULTS The incidence rate of posthepatectomy liver failure was 22.7% (266/1172). The results showed that the indocyanine green retention rate at 15 minutes (odds ratio = 1.05, P = .002), alanine transaminase (odds ratio = 1.02, P < .001), albumin rate (odds ratio = 0.92, P < .001), total bilirubin (odds ratio = 1.04, P < .001), prothrombin time (odds ratio = 2.44, P < .001), aspartate aminotransferase-neutrophil ratio (odds ratio = 0.95, P < .001), and liver fibrosis index (odds ratio = 1.35, P < .001) were associated with posthepatectomy liver failure. These 7 independent risk factors for posthepatectomy liver failure were integrated into a nomogram prediction model, the predictive efficiency for posthepatectomy liver failure (area under the curve = 0.818, 95% confidence interval 0.789-0.848) was significantly higher than in other predictive models with a liver fibrosis index (area under the curve = 0.651), indocyanine green R15 (area under the curve = 0.669), albumin-bilirubin score (area under the curve = 0.709), albumin-indocyanine green evaluation score (area under the curve = 0.706), model for end-stage liver disease score (area under the curve = 0.636), and Child‒Pugh (area under the curve = 0.551) (all P < .001). The risk of posthepatectomy liver failure in the high-risk posthepatectomy liver failure group (score ≥152) was higher than that in the posthepatectomy liver failure low-risk group (score <152). CONCLUSION This study developed and validated a nomogram model to predict the risk of posthepatectomy liver failure before surgery that can effectively predict the risk of posthepatectomy liver failure in patients with hepatocellular carcinoma.
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Affiliation(s)
- Shuirong Lin
- Center of Hepato-Pancreato-biliary Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zimin Song
- Center of Hepato-Pancreato-biliary Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Hong Peng
- Center of Hepato-Pancreato-biliary Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Baifeng Qian
- Center of Hepato-Pancreato-biliary Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Haozhong Lin
- Center of Hepato-Pancreato-biliary Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xiwen Wu
- Center of Hepato-Pancreato-biliary Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China; Department of Clinical Nutrition, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, China
| | - Huilong Li
- Department of Hepatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yunpeng Hua
- Center of Hepato-Pancreato-biliary Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Baogang Peng
- Center of Hepato-Pancreato-biliary Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Changzhen Shang
- Department of Hepatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Ming Kuang
- Center of Hepato-Pancreato-biliary Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Shunli Shen
- Center of Hepato-Pancreato-biliary Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China.
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Wang X, Wang W, Lin X, Chen X, Zhu M, Xu H, He K. Inflammatory Markers Showed Significant Incremental Value for Predicting Post-Hepatectomy Liver Failure in Hepatocellular Carcinoma Patients. Life (Basel) 2023; 13:1990. [PMID: 37895372 PMCID: PMC10607941 DOI: 10.3390/life13101990] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/11/2023] [Accepted: 09/28/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND Post-hepatectomy liver failure (PHLF) remains a complication with the potential risk of mortality for hepatocellular carcinoma (HCC) patients. The systemic inflammatory response (SIR) has been demonstrated to be associated with a bad prognosis of liver cirrhosis and tumors. This study aims to evaluate the incremental prognostic value of inflammatory markers in predicting PHLF in patients with HCC. METHODS Clinical characteristics and variables were retrospectively collected in 2824 patients diagnosed with HCC who underwent radical hepatectomy from the First Medical Center of the General Hospital of the People's Liberation Army. A recently published prognostic model for PHLF was used as the reference model. The increase in AUC (ΔAUC), integrated discrimination improvement (IDI), and the continuous version of the net reclassification improvement (NRI) were applied for quantifying the incremental value of adding the inflammatory markers to the reference model. A p value < 0.05 was considered statistically significant. RESULTS The reference PHLF model showed acceptable prediction performance in the current cohort, with an AUC of 0.7492 (95%CI, 0.7191-0.7794). The calculated ΔAUC associated with procalcitonin (PCT) was the only one that was statistically significant (p < 0.05), with a value of 0.0044, and demonstrated the largest magnitude of the increase in AUC. The continuous NRI value associated with the systemic immune-inflammation index (SII) was 35.79%, second only to GPS (46.07%). However, the inflammatory markers of the new models with statistically significant IDI only included WBC count, lymphocyte count, and SII. IDI associated with SII, meanwhile, was the maximum (0.0076), which was consistent with the performance of using the ΔAUC (0.0044) to assess the incremental value of each inflammatory variable. CONCLUSIONS Among a wide range of inflammatory markers, only PCT and SII have potential incremental prognostic value for predicting PHLF in patients with radical resectable HCC.
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Affiliation(s)
- Xiao Wang
- Medical Big Data Research Center, Chinese PLA General Hospital, Beijing 100853, China; (X.W.); (W.W.); (X.L.); (X.C.); (M.Z.); (H.X.)
- Medical School of Chinese PLA, Beijing 100853, China
- Department of Hepatobiliary Surgery, Chinese PLA 970th Hospital, Yantai 264001, China
| | - Wenjun Wang
- Medical Big Data Research Center, Chinese PLA General Hospital, Beijing 100853, China; (X.W.); (W.W.); (X.L.); (X.C.); (M.Z.); (H.X.)
| | - Xixiang Lin
- Medical Big Data Research Center, Chinese PLA General Hospital, Beijing 100853, China; (X.W.); (W.W.); (X.L.); (X.C.); (M.Z.); (H.X.)
- Medical School of Chinese PLA, Beijing 100853, China
| | - Xu Chen
- Medical Big Data Research Center, Chinese PLA General Hospital, Beijing 100853, China; (X.W.); (W.W.); (X.L.); (X.C.); (M.Z.); (H.X.)
- Medical School of Chinese PLA, Beijing 100853, China
| | - Mingxiang Zhu
- Medical Big Data Research Center, Chinese PLA General Hospital, Beijing 100853, China; (X.W.); (W.W.); (X.L.); (X.C.); (M.Z.); (H.X.)
- Medical School of Chinese PLA, Beijing 100853, China
| | - Hongli Xu
- Medical Big Data Research Center, Chinese PLA General Hospital, Beijing 100853, China; (X.W.); (W.W.); (X.L.); (X.C.); (M.Z.); (H.X.)
| | - Kunlun He
- Medical Big Data Research Center, Chinese PLA General Hospital, Beijing 100853, China; (X.W.); (W.W.); (X.L.); (X.C.); (M.Z.); (H.X.)
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Marot A, Henrion J, Knebel JF, Trépo E, Moreno C, Deltenre P. A model for individualized prediction of liver-related death in outpatients with alcohol-associated cirrhosis. Hepatol Commun 2023; 7:e0229. [PMID: 37655969 PMCID: PMC10476762 DOI: 10.1097/hc9.0000000000000229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 06/15/2023] [Indexed: 09/02/2023] Open
Abstract
INTRODUCTION In alcohol-associated cirrhosis, an accurate estimate of the risk of death is essential for patient care. We developed individualized prediction charts for 5-year liver-related mortality among outpatients with alcohol-associated cirrhosis that take into account the impact of abstinence. METHODS We collected data on outpatients with alcohol-associated cirrhosis in a prospective registry. The model was derived, internally and externally validated, and compared with the Child-Pugh and the Model For End-Stage Liver Disease (MELD) scores. RESULTS A total of 527 and 127 patients were included in the derivation and validation data sets, respectively. A model was developed based on the 3 variables independently associated with liver-related mortality in multivariate analyses (age, Child-Pugh score, and abstinence). In the derivation data set, the model combining age, Child-Pugh score, and abstinence outperformed the Child-Pugh and the MELD scores. In the validation data set, the Brier score was lower for the model (0.166) compared with the Child-Pugh score (0.196, p = 0.008) and numerically lower compared with the MELD score (0.190) (p = 0.06). The model had the greatest AUC (0.77; 95% CI 0.68-0.85) compared with the Child-Pugh score (AUC = 0.66; 95% CI 0.56-0.76, p = 0.01) and was numerically higher than that of the MELD score (AUC = 0.66; 95% CI 0.56-0.78, p = 0.06). Also, the Akaike and Bayesian information criterion scores were lower for the model (2163; 2172) compared with the Child-Pugh (2213; 2216) or the MELD score (2205; 2208). CONCLUSION A model combining age, Child-Pugh score, and abstinence accurately predicts liver-related death at 5 years among outpatients with alcohol-associated cirrhosis. In this study, the model outperformed the Child-Pugh and the MELD scores, although the AUC and the Brier score of the model were not statically different from the MELD score in the validation data set.
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Affiliation(s)
- Astrid Marot
- Department of Gastroenterology and Hepatology, CHU UCL Namur, Université Catholique de Louvain, Yvoir, Belgium
| | - Jean Henrion
- Department of Gastroenterology and Hepatology, Hôpital de Jolimont, Haine-Saint-Paul, Belgium
| | - Jean-François Knebel
- Division of Radiology, Centre d’Imagerie Biomédicale (CIBM), Hôpital Nestlé, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland
| | - Eric Trépo
- Department of Gastroenterology, Hepatopancreatology and Digestive Oncology, CUB Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
- Laboratory of Experimental Gastroenterology, Université Libre de Bruxelles, Brussels, Belgium
| | - Christophe Moreno
- Department of Gastroenterology, Hepatopancreatology and Digestive Oncology, CUB Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
- Laboratory of Experimental Gastroenterology, Université Libre de Bruxelles, Brussels, Belgium
| | - Pierre Deltenre
- Department of Gastroenterology and Hepatology, CHU UCL Namur, Université Catholique de Louvain, Yvoir, Belgium
- Department of Gastroenterology, Hepatopancreatology and Digestive Oncology, CUB Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
- Department of Gastroenterology and Hepatology, Clinique St Luc, Bouge, Belgium
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Navadurong H, Thanapirom K, Wejnaruemarn S, Prasoppokakorn T, Chaiteerakij R, Komolmit P, Treeprasertsuk S. Validation of the albumin-bilirubin score for identifying decompensation risk in patients with compensated cirrhosis. World J Gastroenterol 2023; 29:4873-4882. [PMID: 37701131 PMCID: PMC10494764 DOI: 10.3748/wjg.v29.i32.4873] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 07/20/2023] [Accepted: 08/09/2023] [Indexed: 08/25/2023] Open
Abstract
BACKGROUND The albumin-bilirubin (ALBI) score is an index of liver function recently developed to assess prognosis in patients with hepatocellular carcinoma (HCC). It can detect small changes in liver dysfunction and has been successfully applied to the prediction of survival in patients with non-malignant liver diseases of various etiologies. AIM To investigate the ALBI score for identifying decompensation risk at the 3-year follow-up in patients with compensated cirrhosis. METHODS One-hundred and twenty-three patients with compensated cirrhosis without HCC in King Chulalongkorn Memorial Hospital diagnosed by imaging were retrospectively enrolled from January 2016 to December 2020. A total of 113 patients (91.9%) had Child A cirrhosis with a median model for end-stage liver disease (MELD) score of less than 9. Baseline clinical and laboratory variables and decompensation events were collected. The ALBI score was calculated and validated to classify decompensation risk into low-, middle-, and high-risk groups using three ALBI grade ranges (ALBI grade 1: ≤ -2.60; grade 2: > -2.60 but ≤ -1.39; grade 3: > -1.39). Decompensation events were defined as ascites development, variceal bleeding, or grade 3 or 4 hepatic encephalopathy. RESULTS Among 123 cirrhotic patients enrolled, 13.8% (n = 17) developed decompensating events at a median time of 25 [95% confidence interval (CI): 17-31] mo. Median baseline ALBI score in compensated cirrhosis was significantly lower than that of patients who developed decompensation events [-2.768 (-2.956 to -2.453) vs -2.007 (-2.533 to -1.537); P = 0.01]. Analysis of decompensation risk at 3 years showed that ALBI score had a time-dependent area under the curve (tAUC) of 0.86 (95%CI: 0.78-0.92), which was significantly better than that of ALBI-Fibrosis-4 (ALBI-FIB4) score (tAUC = 0.77), MELD score (tAUC = 0.66), Child-Pugh score (tAUC = 0.65), and FIB-4 score (tAUC = 0.48) (P < 0.05 for all). The 3-year cumulative incidence of decompensation was 3.1%, 22.6%, and 50% in the low-, middle-, and high-risk groups, respectively (P < 0.001). The odds ratio for decompensation in patients of the high-risk group was 23.33 (95%CI: 3.88-140.12, P = 0.001). CONCLUSION The ALBI score accurately identifies decompensation risk at the 3-year follow-up in patients with compensated cirrhosis. Those cirrhotic patients with a high-risk grade of ALBI score showed a 23 times greater odds of decompensation.
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Affiliation(s)
- Huttakan Navadurong
- Division of Gastro-enterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok 10330, Thailand
| | - Kessarin Thanapirom
- Division of Gastro-enterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok 10330, Thailand
| | - Salisa Wejnaruemarn
- Division of Gastro-enterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok 10330, Thailand
| | - Thaninee Prasoppokakorn
- Division of Gastro-enterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok 10330, Thailand
- Department of Medicine, Queen Savang Vadhana Memorial Hospital, Chonburi 20110, Thailand
| | - Roongruedee Chaiteerakij
- Division of Gastro-enterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok 10330, Thailand
| | - Piyawat Komolmit
- Division of Gastro-enterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok 10330, Thailand
| | - Sombat Treeprasertsuk
- Division of Gastro-enterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok 10330, Thailand
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Luerken L, Dollinger M, Goetz A, Utpatel K, Doppler MC, Weiss JB, Uller W, Ignee A, Verloh N, Haimerl M. Diagnostic Accuracy of Indocyanine Green Clearance Test for Different Stages of Liver Fibrosis and Cirrhosis. Diagnostics (Basel) 2023; 13:2663. [PMID: 37627922 PMCID: PMC10453681 DOI: 10.3390/diagnostics13162663] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 08/01/2023] [Accepted: 08/08/2023] [Indexed: 08/27/2023] Open
Abstract
(1) Background: This study aimed to correlate the indocyanine green clearance (ICG) test with histopathological grades of liver fibrosis and liver cirrhosis to assess its diagnostic accuracy in differentiating normal liver parenchyma from liver fibrosis and liver cirrhosis. (2) Methods: A total of 82 patients who received a histopathological liver examination, imaging, and ICG test within three months were included in this retrospective study. The histopathological level of fibrosis was graded using the Ishak scoring system, and the patients were divided into five categories: no liver fibrosis (NLF), mild liver fibrosis (MLF), advanced liver fibrosis (ALF), severe liver fibrosis (SLF), and liver cirrhosis (LC). The non-parametric Kruskal-Wallis test with post hoc pairwise comparison utilizing Mann-Whitney U tests and Bonferroni adjustment was used to analyze differences in the ICG test results between the patient groups. Cross correlation between the individual fibrosis/cirrhosis stages and the score of the ICG test was performed, and the sensitivity, specificity, and positive and negative predictive values were calculated for each model predicting liver fibrosis/cirrhosis. (3) Results: A significant difference (p ≤ 0.001) between stages of NLF, LF, and LC was found for the ICG parameters (ICG plasma disappearance rate (ICG-PDR) and ICG retention percentage at 15 min (ICG-R15)). The post hoc analysis revealed that NLF significantly differed from SLF (ICG-PDR: p = 0.001; ICG-R15: p = 0.001) and LC (ICG-PDR: p = 0.001; ICG-R15: p = 0.001). ALF also significantly differed from SLF (ICG-PDR: p = 0.033; ICG-R15: p = 0.034) and LC (ICG-PDR: p = 0.014; ICG-R15: p = 0.014). The sensitivity for detection of an initial stage of liver fibrosis compared to no liver fibrosis (Ishak ≥ 1) was 0.40; the corresponding specificity was 0.80. The differentiation of advanced liver fibrosis or cirrhosis (Ishak ≥ 4) compared to other stages of liver fibrosis was 0.75, with a specificity of 0.81. (4) Conclusions: This study shows that the ICG test, as a non-invasive diagnostic test, is able to differentiate patients with no liver fibrosis from patients with advanced liver fibrosis and liver cirrhosis. The ICG test seems to be helpful in monitoring patients with liver fibrosis regarding compensation levels, thus potentially enabling physicians to both detect progression from compensated liver fibrosis to advanced liver fibrosis and cirrhosis and to initiate antifibrotic treatment at an earlier stage.
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Affiliation(s)
- Lukas Luerken
- Department of Radiology, University Hospital Regensburg, 93053 Regensburg, Germany; (L.L.)
| | - Marco Dollinger
- Department of Radiology, University Hospital Regensburg, 93053 Regensburg, Germany; (L.L.)
| | - Andrea Goetz
- Department of Radiology, University Hospital Regensburg, 93053 Regensburg, Germany; (L.L.)
| | - Kirstin Utpatel
- Department of Pathology, University Hospital Regensburg, 93053 Regensburg, Germany
| | - Michael Christian Doppler
- Department of Diagnostic and Interventional Radiology, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, 79085 Freiburg, Germany
| | - Jakob Benedikt Weiss
- Department of Diagnostic and Interventional Radiology, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, 79085 Freiburg, Germany
| | - Wibke Uller
- Department of Diagnostic and Interventional Radiology, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, 79085 Freiburg, Germany
| | - André Ignee
- Department of Gastroenterology, Hospital Wuerzburg Mitte, 97074 Wuerzburg, Germany
| | - Niklas Verloh
- Department of Diagnostic and Interventional Radiology, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, 79085 Freiburg, Germany
| | - Michael Haimerl
- Department of Diagnostic and Interventional Radiology, Hospital Wuerzburg Mitte, 97074 Wuerzburg, Germany
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Terrault NA, Francoz C, Berenguer M, Charlton M, Heimbach J. Liver Transplantation 2023: Status Report, Current and Future Challenges. Clin Gastroenterol Hepatol 2023; 21:2150-2166. [PMID: 37084928 DOI: 10.1016/j.cgh.2023.04.005] [Citation(s) in RCA: 71] [Impact Index Per Article: 35.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 03/29/2023] [Accepted: 04/04/2023] [Indexed: 04/23/2023]
Abstract
Liver transplantation offers live-saving therapy for patients with complications of cirrhosis and stage T2 hepatocellular carcinoma. The demand for organs far outstrips the supply, and innovations aimed at increasing the number of usable deceased donors as well as alternative donor sources are a major focus. The etiologies of cirrhosis are shifting over time, with more need for transplantation among patients with alcohol-associated liver disease and nonalcoholic/metabolic fatty liver disease and less for viral hepatitis, although hepatitis B remains an important indication for transplant in countries with high endemicity. The rise in transplantation for alcohol-associated liver disease and nonalcoholic/metabolic fatty liver disease has brought attention to how patients are selected for transplantation and the strategies needed to prevent recurrent disease. In this review, we present a status report on the most pressing topics in liver transplantation and future challenges.
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Affiliation(s)
- Norah A Terrault
- Division of Gastrointestinal and Liver Diseases, University of Southern California, Los Angeles, California.
| | - Claire Francoz
- Liver Intensive Care and Liver Transplantation Unit, Hepatology, Hospital Beaujon, Clichy, France
| | - Marina Berenguer
- Hepatology and Liver Transplantation Unit, Hospital Universitario la Fe - IIS La Fe Valencia; CiberEHD and University of Valencia, Valencia, Spain
| | - Michael Charlton
- Transplantation Institute, University of Chicago, Chicago, Illinois
| | - Julie Heimbach
- William von Liebig Center for Transplantation, Mayo Clinic Rochester, Minnesota
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Xu X, Xing Z, Xu Z, Tong Y, Wang S, Liu X, Ren Y, Liang X, Yu Y, Ying H. A deep learning model for prediction of post hepatectomy liver failure after hemihepatectomy using preoperative contrast-enhanced computed tomography: a retrospective study. Front Med (Lausanne) 2023; 10:1154314. [PMID: 37448800 PMCID: PMC10336538 DOI: 10.3389/fmed.2023.1154314] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 06/08/2023] [Indexed: 07/15/2023] Open
Abstract
Objective Post-hepatectomy liver failure (PHLF) remains clinical challenges after major hepatectomy. The aim of this study was to establish and validate a deep learning model to predict PHLF after hemihepatectomy using preoperative contrast-enhancedcomputed tomography with three phases (Non-contrast, arterial phase and venous phase). Methods 265 patients undergoing hemihepatectomy in Sir Run Run Shaw Hospital were enrolled in this study. The primary endpoint was PHLF, according to the International Study Group of Liver Surgery's definition. In this study, to evaluate the proposed method, 5-fold cross-validation technique was used. The dataset was split into 5 folds of equal size, and each fold was used as a test set once, while the other folds were temporarily combined to form a training set. Performance metrics on the test set were then calculated and stored. At the end of the 5-fold cross-validation run, the accuracy, precision, sensitivity and specificity for predicting PHLF with the deep learning model and the area under receiver operating characteristic curve (AUC) were calculated. Results Of the 265 patients, 170 patients with left liver resection and 95 patients with right liver resection. The diagnosis had 6 types: hepatocellular carcinoma, intrahepatic cholangiocarcinoma, liver metastases, benign tumor, hepatolithiasis, and other liver diseases. Laparoscopic liver resection was performed in 187 patients. The accuracy of prediction was 84.15%. The AUC was 0.7927. In 170 left hemihepatectomy cases, the accuracy was 89.41% (152/170), and the AUC was 82.72%. The accuracy was 77.47% (141/182) with liver mass, 78.33% (47/60) with liver cirrhosis and 80.46% (70/87) with viral hepatitis. Conclusion The deep learning model showed excellent performance in prediction of PHLF and could be useful for identifying high-risk patients to modify the treatment planning.
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Affiliation(s)
- Xiaoqing Xu
- Department of Nursing, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Zijian Xing
- Deepwise Artificial Intelligence Laboratory, Hangzhou, China
| | - Zhiyao Xu
- Department of Pathology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yifan Tong
- Department of General Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Shuxin Wang
- Deepwise Artificial Intelligence Laboratory, Hangzhou, China
| | - Xiaoqing Liu
- Deepwise Artificial Intelligence Laboratory, Hangzhou, China
| | - Yiyue Ren
- Department of General Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xiao Liang
- Department of General Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yizhou Yu
- Faculty of Engineering, The University of Hong Kong, Hong Kong, China
| | - Hanning Ying
- Department of General Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Chen Q, Zhong R, Wang Y, Kui Y, Wen X, Huang J, Jin Q. The Albumin-Bilirubin Score as a Predictor of Liver-Related Mortality in Primary Biliary Cholangitis with Compensated Cirrhosis. Dig Dis 2023; 41:946-956. [PMID: 37321186 DOI: 10.1159/000531557] [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: 11/12/2022] [Accepted: 05/24/2023] [Indexed: 06/17/2023]
Abstract
BACKGROUND Although several prognostic scores have been reported to correlate with the prognosis of primary biliary cholangitis (PBC) patients, there are limited tools to predict the prognosis of PBC with compensated cirrhosis. This study aimed to evaluate the prognostic performance of the albumin-bilirubin (ALBI) score in PBC patients with compensated cirrhosis. METHODS We conducted a retrospective longitudinal study of 219 patients with compensated PBC cirrhosis to evaluate the prognostic performance of the ALBI using Cox regression model, receiver operating characteristic (ROC) curve, and Kaplan-Meier method. RESULTS During follow-up, a total of 19 subjects (8.7%) met the primary endpoint of liver-related death or liver transplantation (LT). Patients who died/underwent LT have higher ALBI score (-1.06 vs. -2.06, p < 0.001) at baseline than those who survived. ALBI score (hazard ratio: 15.011, 95% confidence interval [CI]: 5.045-44.665, p < 0.001) was associated with an increase in liver-related mortality or LT. ALBI score had the best discriminative capacity to predict the 5-year liver-related mortality (area under the ROC curve: 0.871, 95% CI [0.820, 0.913]) compared with other prognostic scores. The ROC curve showed that the best cut-off value of ALBI score was -1.47, with 90.0% sensitivity and 76.6% specificity. Also, the probability of transplant-free survival decreased with increasing ALBI grade (log-rank p = 0.003). The 5-year transplant-free survival rates of patients in grade 1, grade 2, and grade 3 were 100.0%, 96.4%, and 89.4%, respectively. CONCLUSION ALBI score is a simple and effective predictive factor estimating the clinical outcome of patients with compensated PBC cirrhosis and provides better prognostic performance compared with other prognostic scores.
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Affiliation(s)
- Qingling Chen
- Department of Hepatology, The First Hospital of Jilin University, Changchun, China
| | - Rui Zhong
- Department of Neurology, The First Hospital of Jilin University, Changchun, China
| | - Yao Wang
- Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Yiwen Kui
- Department of Gastroenterology, Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China
| | - Xiaoyu Wen
- Department of Hepatology, The First Hospital of Jilin University, Changchun, China
| | - Jianjie Huang
- Department of Hepatology, The First Hospital of Jilin University, Changchun, China
| | - Qinglong Jin
- Department of Hepatology, The First Hospital of Jilin University, Changchun, China
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Morandi A, Risaliti M, Montori M, Buccianti S, Bartolini I, Moraldi L. Predicting Post-Hepatectomy Liver Failure in HCC Patients: A Review of Liver Function Assessment Based on Laboratory Tests Scores. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1099. [PMID: 37374303 DOI: 10.3390/medicina59061099] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 05/30/2023] [Accepted: 06/05/2023] [Indexed: 06/29/2023]
Abstract
The assessment of liver function is crucial in predicting the risk of post-hepatectomy liver failure (PHLF) in patients undergoing liver resection, especially in cases of hepatocellular carcinoma (HCC) which is often associated with cirrhosis. There are currently no standardized criteria for predicting the risk of PHLF. Blood tests are often the first- and least invasive expensive method for assessing hepatic function. The Child-Pugh score (CP score) and the Model for End Stage Liver Disease (MELD) score are widely used tools for predicting PHLF, but they have some limitations. The CP score does not consider renal function, and the evaluation of ascites and encephalopathy is subjective. The MELD score can accurately predict outcomes in cirrhotic patients, but its predictive capabilities diminish in non-cirrhotic patients. The albumin-bilirubin score (ALBI) is based on serum bilirubin and albumin levels and allows the most accurate prediction of PHLF for HCC patients. However, this score does not consider liver cirrhosis or portal hypertension. To overcome this limitation, researchers suggest combining the ALBI score with platelet count, a surrogate marker of portal hypertension, into the platelet-albumin-bilirubin (PALBI) grade. Non-invasive markers of fibrosis, such as FIB-4 and APRI, are also available for predicting PHLF but they focus only on cirrhosis related aspects and are potentially incomplete in assessing the global liver function. To improve the predictive power of the PHLF of these models, it has been proposed to combine them into a new score, such as the ALBI-APRI score. In conclusion, blood test scores may be combined to achieve a better predictive value of PHLF. However, even if combined, they may not be sufficient to evaluate liver function and to predict PHLF; thus, the inclusion of dynamic and imaging tests such as liver volumetry and ICG r15 may be helpful to potentially improve the predictive capacity of these models.
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Affiliation(s)
- Alessio Morandi
- HPB Surgery Unit, Department of Experimental and Clinical Medicine, Azienda Ospedaliero Universitaria Careggi, 50134 Florence, Italy
| | - Matteo Risaliti
- HPB Surgery Unit, Department of Experimental and Clinical Medicine, Azienda Ospedaliero Universitaria Careggi, 50134 Florence, Italy
| | - Michele Montori
- Clinic of Gastroenterology, Hepatology, and Emergency Digestive Endoscopy, Università Politecnica delle Marche, 60126 Ancona, Italy
| | - Simone Buccianti
- HPB Surgery Unit, Department of Experimental and Clinical Medicine, Azienda Ospedaliero Universitaria Careggi, 50134 Florence, Italy
| | - Ilenia Bartolini
- HPB Surgery Unit, Department of Experimental and Clinical Medicine, Azienda Ospedaliero Universitaria Careggi, 50134 Florence, Italy
| | - Luca Moraldi
- HPB Surgery Unit, Department of Experimental and Clinical Medicine, Azienda Ospedaliero Universitaria Careggi, 50134 Florence, Italy
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Jost-Brinkmann F, Demir M, Wree A, Luedde T, Loosen SH, Müller T, Tacke F, Roderburg C, Mohr R. Atezolizumab plus bevacizumab in unresectable hepatocellular carcinoma: Results from a German real-world cohort. Aliment Pharmacol Ther 2023; 57:1313-1325. [PMID: 36883351 DOI: 10.1111/apt.17441] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/18/2022] [Accepted: 02/18/2023] [Indexed: 03/09/2023]
Abstract
BACKGROUND AND AIMS Phase III trials have established atezolizumab plus bevacizumab as the novel standard of care for patients with unresectable hepatocellular carcinoma (HCC). However, these trials raised concerns regarding treatment efficacy in non-viral HCC, and it remains unclear whether combination immunotherapy is safe and effective in patients with advanced cirrhosis. METHODS One hundred patients with unresectable HCC initiated therapy with atezolizumab plus bevacizumab at our centre between January 2020 and March 2022. The control cohort consisted of 80 patients with advanced HCC who received either sorafenib (n = 43) or lenvatinib (n = 37) as systemic treatment. RESULTS Overall survival (OS) and progression-free survival (PFS) were significantly longer within the atezolizumab/bevacizumab group and comparable to phase III data. The benefits in terms of increased objective response rate (ORR), OS and PFS were consistent across subgroups, including non-viral HCC (58%). The ROC-optimised neutrophil-to-lymphocyte ratio (NLR) cut-off of 3.20 was the strongest independent predictor of ORR and PFS. In patients with advanced cirrhosis Child-Pugh B, liver function was significantly better preserved with immunotherapy. Patients with Child-Pugh B cirrhosis showed similar ORR but shorter OS and PFS compared to patients with preserved liver function. CONCLUSIONS Atezolizumab plus bevacizumab showed good efficacy and safety in patients with unresectable HCC and partially advanced liver cirrhosis in a real-world setting. Moreover, the NLR was able to predict response to atezolizumab/bevacizumab treatment and may guide patient selection.
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Affiliation(s)
- Fabian Jost-Brinkmann
- Department of Hepatology and Gastroenterology, Charité - Universitätsmedizin Berlin, Campus Virchow Klinikum (CVK) and Campus Charité Mitte (CCM), Berlin, Germany
| | - Münevver Demir
- Department of Hepatology and Gastroenterology, Charité - Universitätsmedizin Berlin, Campus Virchow Klinikum (CVK) and Campus Charité Mitte (CCM), Berlin, Germany
| | - Alexander Wree
- Department of Hepatology and Gastroenterology, Charité - Universitätsmedizin Berlin, Campus Virchow Klinikum (CVK) and Campus Charité Mitte (CCM), Berlin, Germany
| | - Tom Luedde
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Sven H Loosen
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Tobias Müller
- Department of Hepatology and Gastroenterology, Charité - Universitätsmedizin Berlin, Campus Virchow Klinikum (CVK) and Campus Charité Mitte (CCM), Berlin, Germany
| | - Frank Tacke
- Department of Hepatology and Gastroenterology, Charité - Universitätsmedizin Berlin, Campus Virchow Klinikum (CVK) and Campus Charité Mitte (CCM), Berlin, Germany
| | - Christoph Roderburg
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Raphael Mohr
- Department of Hepatology and Gastroenterology, Charité - Universitätsmedizin Berlin, Campus Virchow Klinikum (CVK) and Campus Charité Mitte (CCM), Berlin, Germany
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Tajiri K, Okada K, Ito H, Kawai K, Kashii Y, Tokimitsu Y, Muraishi N, Murayama A, Hayashi Y, Minemura M, Takahara T, Shimizu Y, Yasuda I. Long term changes in thrombocytopenia and leucopenia after HCV eradication with direct-acting antivirals. BMC Gastroenterol 2023; 23:182. [PMID: 37231349 DOI: 10.1186/s12876-023-02829-w] [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: 10/11/2022] [Accepted: 05/22/2023] [Indexed: 05/27/2023] Open
Abstract
BACKGROUND Thrombocytopenia due to hypersplenism is a major complication of hepatitis C virus (HCV)-associated cirrhosis. HCV eradication improves these complications in some patients, but the long-term effects of HCV eradication on these complications remain unclear, especially in patients treated with direct acting antivirals (DAAs). The aim was to evaluate long term changes in thrombocytopenia and leucopenia after HCV eradication with DAAs. METHODS The present multicenter study retrospectively evaluated changes over 5 years in thrombocytopenia and leukocytopenia, as well as changes in liver fibrosis markers and spleen size, in 115 patients with HCV-cirrhosis treated with DAAs. RESULTS Thrombocytopenia and leukocytopenia were improved 4 weeks after DAA administration, with thrombocytopenia show further gradual improvement over the next year. Fib-4 index was markedly reduced 1 year after DAA, followed by subsequent gradual reduction over the next 4 years. Spleen size showed gradual annual reductions, with patients experiencing spleen size reduction characterized at baseline by bilirubinemia. CONCLUSIONS Rapid DAA-associated HCV eradication might lead to rapid disappearance of liver inflammation and bone marrow suppression due to HCV infection. HCV eradication may gradually improve portal hypertension, reducing spleen size.
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Affiliation(s)
- Kazuto Tajiri
- Third Department of Internal Medicine, Faculty of Medicine, University of Toyama, Toyama, 2630 Sugitani, 930-0194, Japan.
| | - Kazuhiko Okada
- Gastroenterology, Toyama Red Cross Hospital, Toyama, 930-8562, Japan
| | - Hiroyuki Ito
- Gastroenterology, Takaoka Municipal Hospital, Takaoka, 933-8550, Japan
| | - Kengo Kawai
- Gastroenterology, Nanto Municipal Hospital, Nanto, 932-0211, Japan
| | - Yoshiro Kashii
- Gastroenterology, Saiseikai Toyama Hospital, Toyama, 931-8533, Japan
| | | | - Nozomu Muraishi
- Third Department of Internal Medicine, Faculty of Medicine, University of Toyama, Toyama, 2630 Sugitani, 930-0194, Japan
| | - Aiko Murayama
- Third Department of Internal Medicine, Faculty of Medicine, University of Toyama, Toyama, 2630 Sugitani, 930-0194, Japan
| | - Yuka Hayashi
- Third Department of Internal Medicine, Faculty of Medicine, University of Toyama, Toyama, 2630 Sugitani, 930-0194, Japan
| | - Masami Minemura
- Third Department of Internal Medicine, Faculty of Medicine, University of Toyama, Toyama, 2630 Sugitani, 930-0194, Japan
| | - Terumi Takahara
- Third Department of Internal Medicine, Faculty of Medicine, University of Toyama, Toyama, 2630 Sugitani, 930-0194, Japan
| | - Yukihiro Shimizu
- Gastroenterology, Nanto Municipal Hospital, Nanto, 932-0211, Japan
| | - Ichiro Yasuda
- Third Department of Internal Medicine, Faculty of Medicine, University of Toyama, Toyama, 2630 Sugitani, 930-0194, Japan
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Zhang Y, Chen P, Zhang W, Huang C, Zhu X. Derivation and Validation of a Prognostic Model for Acute Decompensated Cirrhosis Patients. Patient Prefer Adherence 2023; 17:1293-1302. [PMID: 37228767 PMCID: PMC10204755 DOI: 10.2147/ppa.s412063] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 05/12/2023] [Indexed: 05/27/2023] Open
Abstract
Background Acute decompensated cirrhosis (AD) is related to high medical costs and high mortality. We recently proposed a new score model to predict the outcome of AD patients and compared it with the common score model (CTP, MELD and CLIF-C AD score) in the training and validation sets. Materials and Methods A total of 703 patients with AD were enrolled from The First Affiliated Hospital of Nanchang University between December 2018 and May 2021. These patients were randomly assigned to the training set (n=528) and validation set (n=175). Risk factors affecting prognosis were identified by Cox regression analysis and then used to establish a new score model. The prognostic value was determined by the area under the receiver operating characteristic curve (AUROC). Results A total of 192 (36.3%) patients in the training cohort and 51 (29.1%) patients in the validation cohort died over the course of 6 months. A new score model was developed with predictors including age, bilirubin, INR, WBC, albumin, ALT and BUN. The new prognostic score (0.022×Age + 0.003×TBil + 0.397×INR + 0.023×WBC- 0.07×albumin + 0.001×ALT + 0.038×BUN) for long-term mortality was superior to three other scores based on both training and internal validation studies. Conclusion This new score model appears to be a valid tool for assessing the long-term survival of AD patients, improving the prognostic value compared with the CTP, MELD and CLIF-C AD scores.
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Affiliation(s)
- Yue Zhang
- Department of Gastroenterology, Jiangxi Province and Jiangxi Clinical Research Center for Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
| | - Peng Chen
- Department of Gastroenterology, Jiangxi Province and Jiangxi Clinical Research Center for Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
| | - Wang Zhang
- Department of Gastroenterology, Jiangxi Province and Jiangxi Clinical Research Center for Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
| | - Chenkai Huang
- Department of Gastroenterology, Jiangxi Province and Jiangxi Clinical Research Center for Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
| | - Xuan Zhu
- Department of Gastroenterology, Jiangxi Province and Jiangxi Clinical Research Center for Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
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The value of contrast-enhanced portal vein imaging at the hepatobiliary phase obtained with gadobenate dimeglumine for predicting decompensation and transplant-free survival in chronic liver disease. Eur Radiol 2023; 33:3425-3434. [PMID: 36897349 DOI: 10.1007/s00330-023-09489-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Revised: 01/26/2023] [Accepted: 02/06/2023] [Indexed: 03/11/2023]
Abstract
OBJECTIVES To investigate the value of contrast-enhanced portal vein imaging at the hepatobiliary phase obtained with gadobenate dimeglumine for predicting clinical outcomes in patients with chronic liver disease (CLD). METHODS Three hundred and fourteen CLD patients who underwent gadobenate dimeglumine-enhanced hepatic magnetic resonance imaging were stratified into three groups: nonadvanced CLD (n = 116), compensated advanced CLD (n = 120), and decompensated advanced CLD (n = 78) groups. The liver-to-portal vein contrast ratio (LPC) and liver-spleen contrast ratio (LSC) at the hepatobiliary phase were measured. The value of LPC for predicting hepatic decompensation and transplant-free survival was assessed using Cox regression analysis and Kaplan-Meier analysis. RESULTS The diagnostic performance of LPC was significantly better than LSC in evaluating the severity of CLD. During a median follow-up period of 53.0 months, the LPC was a significant predictor for hepatic decompensation (p < 0.001) in patients with compensated advanced CLD. The predictive performance of LPC was higher than that of the model for end-stage liver disease score (p = 0.006). With the optimal cut-off value, patients with LPC ≤ 0.98 had a higher cumulative incidence of hepatic decompensation than patients with LPC > 0.98 (p < 0.001). The LPC was also a significant predictive factor for transplant-free survival in patients with compensated advanced CLD (p = 0.007) and those with decompensated advanced CLD (p = 0.002). CONCLUSIONS Contrast-enhanced portal vein imaging at the hepatobiliary phase obtained with gadobenate dimeglumine is a valuable imaging biomarker for predicting hepatic decompensation and transplant-free survival in CLD patients. KEY POINTS • The liver-to-portal vein contrast ratio (LPC) significantly outperformed liver-spleen contrast ratio in evaluating the severity of chronic liver disease. • The LPC was a significant predictor for hepatic decompensation in patients with compensated advanced chronic liver disease. • The LPC was a significant predictor for transplant-free survival in patients with compensated and those with decompensated advanced chronic liver disease.
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