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Sekino Y, Moritani K, Mizusawa J, Shida D, Shunsuke T, Hamaguchi T, Takashima A, Shiomi A, Ito M, Takayama Y, Kinouchi M, Fujita S, Shiozawa M, Ueno H, Ikeda S, Takii Y, Sano Y, Kataoka T, Fukuda H, Kanemitsu Y. Protocol digest of a single-arm confirmatory trial for less intensive postoperative surveillance in low-risk colorectal cancer patients: JCOG1915 (less study). Jpn J Clin Oncol 2025:hyaf077. [PMID: 40403740 DOI: 10.1093/jjco/hyaf077] [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: 02/14/2025] [Revised: 04/08/2025] [Accepted: 04/30/2025] [Indexed: 05/24/2025] Open
Abstract
The Japanese Society for Cancer of the Colon and Rectum guidelines recommend intensive surveillance for curatively resected pathological stage I-III colorectal cancer. However, there is still no global consensus on the optimal method, duration, or frequency of surveillance, and no clinical trials have demonstrated the usefulness of surveillance. We are conducting a clinical trial to confirm the efficacy of less-intensive surveillance after R0 resection with lymph node dissection for stage I or low-risk stage II colorectal cancer in patients without risk factors for recurrence. If this less intensive surveillance method proves effective, medical costs will be considerably reduced. The primary endpoint is overall survival. A total of 680 patients will be enrolled from 59 institutions over 2 years. This trial has been registered at the Japan Registry of Clinical Trials (jRCT) as study number jRCT1030220350.
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Affiliation(s)
- Yuta Sekino
- Japan Clinical Oncology Group Data Center/Operations Office, National Cancer Center Hospital, Tokyo, Japan
| | - Konosuke Moritani
- Department of Colorectal Surgery, National Cancer Center Hospital, Tokyo 104-0045, Japan
| | - Junki Mizusawa
- Japan Clinical Oncology Group Data Center/Operations Office, National Cancer Center Hospital, Tokyo, Japan
| | - Dai Shida
- Division of Frontier Surgery, Institute of Medical Science, The University of Tokyo 113-8655, Tokyo, Japan
| | - Tsukamoto Shunsuke
- Department of Colorectal Surgery, National Cancer Center Hospital, Tokyo 104-0045, Japan
| | - Tetsuya Hamaguchi
- Department of Gastroenterology, Saitama Medical University International Medical Center, Hidaka, Saitama 350-1298, Japan
| | - Atsuo Takashima
- Gastrointestinal Medical Oncology Division, National Cancer Center Hospital, Tokyo 104-0045, Japan
| | - Akio Shiomi
- Division of Colon and Rectal Surgery, Shizuoka Cancer Center Hospital, Shizuoka 411-8777, Japan
| | - Masaaki Ito
- Department of Colorectal Surgery, National Cancer Center Hospital East, Kashiwanoha, Kashiwa, Chiba 277-8577, Japan
| | - Yuichi Takayama
- Department of Surgery, Ogaki Municipal Hospital, Ogaki, Gifu 503-8502, Japan
| | - Makoto Kinouchi
- Department of Surgery, Miyagi Cancer Center, Natori, Miyagi 981-1293, Japan
| | - Shin Fujita
- Department of Surgery, Tochigi Cancer Center, Utsunomiya, Tochigi 320-0834, Japan
| | - Manabu Shiozawa
- Division of Gastrointestinal Surgery, Kanagawa Cancer Center, Yokohama, Kanagawa 241-8515, Japan
| | - Hideki Ueno
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Satoshi Ikeda
- Department of Gastroenterological Surgery, Hiroshima Prefectural Hospital, Hiroshima, Hiroshima 734-8530, Japan
| | - Yasumasa Takii
- Department of Gastroenterological Surgery, Niigata Cancer Center Hospital, Niigata, Niigata 951-8133, Japan
| | - Yusuke Sano
- Japan Clinical Oncology Group Data Center/Operations Office, National Cancer Center Hospital, Tokyo, Japan
| | - Tomoko Kataoka
- Japan Clinical Oncology Group Data Center/Operations Office, National Cancer Center Hospital, Tokyo, Japan
| | - Haruhiko Fukuda
- Japan Clinical Oncology Group Data Center/Operations Office, National Cancer Center Hospital, Tokyo, Japan
| | - Yukihide Kanemitsu
- Department of Colorectal Surgery, National Cancer Center Hospital, Tokyo 104-0045, Japan
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Kobayashi Y, Suzuki Y, Seishima R, Chikaishi Y, Matsuoka H, Nakamura K, Shigeta K, Okabayashi K, Hiro J, Otsuka K, Uyama I, Saya H, Nishihara H, Suda K, Kitagawa Y. Utility of comprehensive genomic profiling combined with machine learning for prognostic stratification in stage II/III colorectal cancer after adjuvant chemotherapy. Int J Clin Oncol 2025; 30:926-934. [PMID: 40095334 DOI: 10.1007/s10147-025-02722-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Accepted: 02/05/2025] [Indexed: 03/19/2025]
Abstract
BACKGROUND AND PURPOSE Accurate recurrence risk evaluation in patients with stage II and III colorectal cancer (CRC) remains difficult. Traditional histopathological methods frequently fall short in predicting outcomes after adjuvant chemotherapy. This study aims to evaluate the use of comprehensive genomic profiling combined with machine learning for prognostic risk stratification in patients with CRC. METHODS A machine learning model was developed using a training cohort of 52 patients with stage II/III CRC who underwent curative surgery at Fujita Health University Hospital. Genomic DNA was isolated from formalin-fixed, paraffin-embedded tissue sections and analyzed with a 160 cancer-related gene panel. The random forest algorithm was used to determine key genes affecting recurrence-free survival. The model was validated by developing a risk score with internal and external cohorts, including 44 patients from Keio University Hospital. RESULTS Six key genes (KRAS, KIT, SMAD4, ARID2, NF1, and FBXW7) were determined as significant prognostic risk predictors. A risk score system integrating these genes with clinicopathological factors effectively stratified patients in both internal (p < 0.001) and external cohorts (p = 0.017). CONCLUSIONS This study reveals that machine learning, combined with comprehensive genomic profiling, significantly improves prognostic risk stratification in patients with stage II/III CRC after adjuvant chemotherapy. This approach provides a promising tool for individualized treatment strategies, warranting further validation with larger cohorts.
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Affiliation(s)
- Yosuke Kobayashi
- Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan
| | | | - Ryo Seishima
- Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan.
- Department of Surgery, Keio University School of Medicine, Tokyo, 160‑8582, Japan.
- Department of Surgery, Inagi Municipal Hospital, Tokyo, 206-0801, Japan.
| | - Yuko Chikaishi
- Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan
| | - Hiroshi Matsuoka
- Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan
| | - Kohei Nakamura
- Center for Cancer Genomics, Keio University School of Medicine, Tokyo, 160-8582, Japan
| | - Kohei Shigeta
- Department of Surgery, Keio University School of Medicine, Tokyo, 160‑8582, Japan
| | - Koji Okabayashi
- Department of Surgery, Keio University School of Medicine, Tokyo, 160‑8582, Japan
| | - Junichiro Hiro
- Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan
| | - Koki Otsuka
- Department of Advanced Robotic and Endoscopic Surgery, Fujita Health University, Toyoake, Aichi, 470-1192, Japan
| | - Ichiro Uyama
- Department of Advanced Robotic and Endoscopic Surgery, Fujita Health University, Toyoake, Aichi, 470-1192, Japan
| | - Hideyuki Saya
- Division of Gene Regulation, Oncology Innovation Center, Fujita Health University, Toyoake, Aichi, 470-1192, Japan
| | - Hiroshi Nishihara
- Center for Cancer Genomics, Keio University School of Medicine, Tokyo, 160-8582, Japan
| | - Koichi Suda
- Department of Surgery, Fujita Health University, 1-98 Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan
| | - Yuko Kitagawa
- Department of Surgery, Keio University School of Medicine, Tokyo, 160‑8582, Japan
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Iwata Y, Tanaka C, Ohno S, Suetsugu T, Tanaka H, Watanabe T, Komori S, Nagao N, Katayama M, Kawai M. Real-world outcomes of stage II and III colorectal cancers treated by postoperative adjuvant chemotherapy based on the mismatch repair status. Surg Today 2025; 55:492-501. [PMID: 39249113 DOI: 10.1007/s00595-024-02932-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 07/31/2024] [Indexed: 09/10/2024]
Abstract
PURPOSE In Japan, immunohistochemistry for mismatch repair (MMR) proteins targeted at stage II and III colorectal cancers (CRCs) has been covered by national insurance since October, 2022. This study aimed to clarify the long-term outcomes of patients with stage II and III CRCs receiving postoperative adjuvant chemotherapy based on their MMR status. METHODS The outcomes of 640 patients who underwent radical surgery for stage II and III CRCs were analyzed retrospectively. RESULTS Deficient MMR (dMMR) was diagnosed in 41 (13.3%) patients with stage II and 28 (9.1%) patients with stage III CRC. The overall survival and recurrence rates were not significantly different between the patients with stage II and those with stage III CRC. The risk factors for recurrence among those with stage II CRC were tumors on the left side, T4 disease, and the presence of BRAF wild type. The recurrence rates were lower in the stage II CRC patients with sporadic dMMR than in those with suspected Lynch syndrome (LS). The first site of recurrence was more frequently the peritoneum or distant lymph node in patients with dMMR. CONCLUSIONS Stage II CRC patients with sporadic dMMR were found to have a very good prognosis. On the other hand, peritoneal dissemination or distant lymph node metastasis tended to develop in patients with dMMR.
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Affiliation(s)
- Yoshinori Iwata
- Department of Surgery, Gifu Prefectural General Medical Center, Gifu, Japan.
| | - Chihiro Tanaka
- Department of Surgery, Gifu Prefectural General Medical Center, Gifu, Japan
| | - Shinya Ohno
- Department of Surgery, Gifu Prefectural General Medical Center, Gifu, Japan
| | - Tomonari Suetsugu
- Department of Surgery, Gifu Prefectural General Medical Center, Gifu, Japan
| | - Hideharu Tanaka
- Department of Surgery, Gifu Prefectural General Medical Center, Gifu, Japan
| | - Taku Watanabe
- Department of Surgery, Gifu Prefectural General Medical Center, Gifu, Japan
| | - Shuji Komori
- Department of Surgery, Gifu Prefectural General Medical Center, Gifu, Japan
| | - Narutoshi Nagao
- Department of Surgery, Gifu Prefectural General Medical Center, Gifu, Japan
| | - Masaki Katayama
- Department of Pathology, Gifu Prefectural General Medical Center, Gifu, Japan
| | - Masahiko Kawai
- Department of Surgery, Gifu Prefectural General Medical Center, Gifu, Japan
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Erdogan B, Usturalı Keskin FE, Özcan E, Küçükarda A, Güren AK, Köstek O, Hacioglu BM, Kodaz H. Assessment of new pathological markers in early stage colon cancer: Insights and limitations. World J Gastrointest Oncol 2025; 17:101325. [PMID: 40092924 PMCID: PMC11866233 DOI: 10.4251/wjgo.v17.i3.101325] [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: 09/10/2024] [Revised: 11/09/2024] [Accepted: 12/12/2024] [Indexed: 02/14/2025] Open
Abstract
BACKGROUND The decision to administer adjuvant chemotherapy to patients with local stage depends on specific high-risk features that are T4 tumor stage, presence of perineural invasion, lymphovascular invasion, poorly differentiated tumor histology, inadequate lymph node sampling (fewer than 12 lymph nodes), and evidence of tumor perforation or obstruction. Tumor-stroma ratio, tumor infiltrating lymphocytes (TIL), Crohn-like reaction (CLR), desmoid reaction, poorly differentiated clusters (PDC) are new pathological markers that are being studied. AIM To examine the relationship between new pathological markers and defined high risk factors, in early stage colorectal cancer. METHODS We evaluated 155 patients with the diagnosis stage I and II colorectal cancer between the years 2007 and 2021 who were treated at Trakya University Hospital, Department of Medical Oncology. We divided those with and without high-risk factors into two groups. We examined the relationship of new pathological markers with these groups and with pathological markers in risk factors. RESULTS There was no statistically significant correlation between presence of TIL, presence of PDC, presence of tumor budding, presence of CLR, presence of desmoid reaction and low and high-risk groups according to the degree of those with PDC (P = 0.82, P = 0.51, P = 0.77, P = 0.37, P = 0.83, respectively). In addition, no statistically significant correlation was found between the tumor-stroma ratio and low and high risk groups (P = 0.80). We found a statistically significant correlation between the presence of PDC and the presence of PDC grade 3 and T stage (P = 0.001, P = 0.001, respectively). It was determined that the presence of PDC and the frequency of grade 3 PDC increased with the advanced T stage. CONCLUSION No relationship was found between the presence of new pathological markers and high-low risk groups. When we examined the relationship between new and old pathological markers, only the frequency of detection of PDC and PDC grade 3 was found to be correlated with advanced T stage.
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Affiliation(s)
- Bulent Erdogan
- Department of Medical Oncology, Division of Medical Oncology, Department of Internal Medicine, Trakya University School of Medicine, Edirne 22000, Türkiye
| | | | - Erkan Özcan
- Division of Medical Oncology, Trakya University School of Medicine, Edirne 22000, Türkiye
| | - Ahmet Küçükarda
- Division of Medical Oncology, Department of Internal Medicine, Trakya University School of Medicine, Edirne 22000, Türkiye
| | - Ali Kaan Güren
- Division of Medical Oncology, Department of Internal Medicine, Marmara University School of Medicine, Marmara University, Istanbul 34000, Türkiye
| | - Osman Köstek
- Division of Medical Oncology, Department of Internal Medicine, Marmara University School of Medicine, Istanbul 34000, Türkiye
| | - Bekir Muhammet Hacioglu
- Division of Medical Oncology, Department of Internal Medicine, Trakya University School of Medicine, Edirne 22000, Türkiye
| | - Hilmi Kodaz
- Department of Medical Oncology, Acibadem Eskisehir Hospital, Eskisehir 26130, Türkiye
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Rueda-Lara A, Viñal D, Martínez-Pérez D, Alameda-Guijarro M, Martin-Montalvo G, Martínez-Recio S, Peña-Lopez J, Jiménez-Bou D, Ruíz-Gutiérrez I, García-Leal A, Zwisler-Contreras P, Ghanem I, Custodio AB, Pérez-Wert P, Gutiérrez-Sainz L, Palacios ME, Feliu J, Rodríguez-Salas N. Analysis of tumor budding as a prognostic factor for recurrence in patients with stage II and III colon cancer. Experience in a tertiary hospital. Oncologist 2025; 30:oyaf027. [PMID: 40152315 PMCID: PMC11950917 DOI: 10.1093/oncolo/oyaf027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 12/24/2024] [Indexed: 03/29/2025] Open
Abstract
BACKGROUND Stage II and III colorectal cancer (CRC) poses a significant challenge due to rising global incidence and mortality rates. Despite advancements in screening and treatment, there's a pressing need for reliable prognostic biomarkers. Tumor budding emerges as a promising marker associated with poor prognosis and higher recurrence. However, its incorporation into clinical guidelines differs when considering adjuvant treatment. This study assesses tumor budding's prognostic value for recurrence in stage II and III CRC, exploring its implications for risk stratification. METHODS This retrospective study encompassed patients with stage II-III CRC at Hospital Universitario La Paz from October 2016 to January 2022. Tumor budding was assessed according to the 2016 ITBCC guidelines and categorized as low, intermediate, or high. The primary outcomes, time to recurrence (TTR) and overall survival (OS), were analyzed using Kaplan-Meier and Cox regression models. RESULTS A total of 390 patients were included in the final analysis. They were predominantly male (55%) with an average age of 75 years (range 35-95). Fifty percent of patients were stage II. Tumor budding was categorized as low, intermediate, and high in 186 (48%), 110 (28%), and 94 (24%) patients, respectively. After a median follow-up of 46.1 months, there were 71 recurrences and 96 deaths. Time to recurrence (TTR) was significantly shorter for patients with high tumor budding. At 24 months, freedom from recurrence was 92%, 84%, and 69% for low, intermediate, and high tumor budding groups, respectively. Median TTR was not reached in any group. Multivariate analysis revealed high-grade budding as an independent predictor of recurrence with a hazard ratio (HR) of 2.39 (P = .01; 95% CI, [1.42-4.04]). CONCLUSION Our study highlights the prognostic value of tumor budding in predicting recurrence in both stage II and III colorectal cancer patients, reinforcing its potential as an important biomarker beyond stage II CRC.
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Affiliation(s)
- Antonio Rueda-Lara
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - David Viñal
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Daniel Martínez-Pérez
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
- Department of Medical Oncology, Central University Hospital of Asturias, 33011 Oviedo, Spain
| | | | - Gema Martin-Montalvo
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Sergio Martínez-Recio
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
- Department of Medical Oncology, Hospital de la Santa Creu i Sant Pau, 08025 Barcelona, Spain
| | - Jesús Peña-Lopez
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Diego Jiménez-Bou
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Icíar Ruíz-Gutiérrez
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Andrea García-Leal
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | | | - Ismael Ghanem
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
- Instituto de Investigación Sanitaria del Hospital Universitario La Paz (IdiPAZ), 28046 Madrid, Spain
| | - Ana Belén Custodio
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
- Instituto de Investigación Sanitaria del Hospital Universitario La Paz (IdiPAZ), 28046 Madrid, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain
| | - Pablo Pérez-Wert
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
- Instituto de Investigación Sanitaria del Hospital Universitario La Paz (IdiPAZ), 28046 Madrid, Spain
| | - Laura Gutiérrez-Sainz
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
- Instituto de Investigación Sanitaria del Hospital Universitario La Paz (IdiPAZ), 28046 Madrid, Spain
| | | | - Jaime Feliu
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
- Instituto de Investigación Sanitaria del Hospital Universitario La Paz (IdiPAZ), 28046 Madrid, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain
- Cátedra UAM-AMGEN, 28046 Madrid, Spain
| | - Nuria Rodríguez-Salas
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
- Instituto de Investigación Sanitaria del Hospital Universitario La Paz (IdiPAZ), 28046 Madrid, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain
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Wu T, Fang L, Ruan Y, Shi M, Su D, Ma Y, Ma M, Wang B, Liao Y, Han S, Lu X, Zhang C, Liu C, Zhang Y. Tumor aggression-defense index-a novel indicator to predicts recurrence and survival in stage II-III colorectal cancer. J Transl Med 2025; 23:107. [PMID: 39844178 PMCID: PMC11755833 DOI: 10.1186/s12967-025-06141-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Accepted: 01/13/2025] [Indexed: 01/24/2025] Open
Abstract
BACKGROUND Although the TNM staging system plays a critical role in guiding adjuvant chemotherapy for colorectal cancer (CRC), its precision for risk stratification in stage II and III CRC patients with proficient DNA mismatch repair (pMMR) remains limited. Therefore, precise predictive models and research on postoperative treatments are crucial for enhancing patient survival and improving quality of life. METHODS This retrospective study analyzed 1051 pMMR CRC patients who underwent radical resection and were randomly assigned to training (n = 736) and validation (n = 315) groups. Immunohistochemistry and hematoxylin and eosin staining were utilized to evaluate regulatory-Immunoscore (RIS), tertiary lymphoid structures (TLS), and tumor budding (TB). The Tumor Aggression-Defense Index (TADI) was derived through a multi-factor COX regression model. Subgroup analysis demonstrated potential of TADI in guiding personalized adjuvant therapy for stage II and III CRC. RESULTS Univariate and multivariate Cox analysis indicated that TADI was an independent prognostic indicator. Among stage II CRC, chemotherapy was significantly correlated with improved recurrence times in individuals with intermediate (95% CI 0.19-0.59, P < 0.001) and high (95% CI 0.36-0.95, P = 0.031) TADI. In stage III CRC receiving adjuvant chemotherapy, a duration of 3 months or longer was notably associated with a prolonged time to recurrence in those with high TADI (95% CI 0.40-0.98, P = 0.041) compared to durations of less than 3 months. CONCLUSION The TADI serves as an effective parameter for predicting the survival outcomes of stage I-III pMMR CRC patients and guiding precision treatment strategies.
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Affiliation(s)
- Tong Wu
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin, Heilongjiang, 150001, People's Republic of China
- Clinical Research Center for Colorectal Cancer in Heilongjiang, Harbin, China
- Key Laboratory of Tumor Immunology in Heilongjiang, Harbin, China
| | - Lin Fang
- Phase I Clinical Research Center, The Affiliated Hospital of Qingdao University in Shandong, Qingdao, China
| | - Yuli Ruan
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin, Heilongjiang, 150001, People's Republic of China
- Clinical Research Center for Colorectal Cancer in Heilongjiang, Harbin, China
| | - Mengde Shi
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin, Heilongjiang, 150001, People's Republic of China
- Clinical Research Center for Colorectal Cancer in Heilongjiang, Harbin, China
| | - Dan Su
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin, Heilongjiang, 150001, People's Republic of China
- Key Laboratory of Tumor Immunology in Heilongjiang, Harbin, China
| | - Yue Ma
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin, Heilongjiang, 150001, People's Republic of China
- Key Laboratory of Tumor Immunology in Heilongjiang, Harbin, China
| | - Ming Ma
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin, Heilongjiang, 150001, People's Republic of China
- Key Laboratory of Tumor Immunology in Heilongjiang, Harbin, China
| | - Bojun Wang
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin, Heilongjiang, 150001, People's Republic of China
- Clinical Research Center for Colorectal Cancer in Heilongjiang, Harbin, China
| | - Yuanyu Liao
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin, Heilongjiang, 150001, People's Republic of China
- Key Laboratory of Tumor Immunology in Heilongjiang, Harbin, China
| | - Shuling Han
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin, Heilongjiang, 150001, People's Republic of China
- Clinical Research Center for Colorectal Cancer in Heilongjiang, Harbin, China
| | - Xiaolin Lu
- Department of Orthopedic Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Chunhui Zhang
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin, Heilongjiang, 150001, People's Republic of China.
| | - Chao Liu
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin, Heilongjiang, 150001, People's Republic of China.
- Clinical Research Center for Colorectal Cancer in Heilongjiang, Harbin, China.
- Key Laboratory of Tumor Immunology in Heilongjiang, Harbin, China.
| | - Yanqiao Zhang
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin, Heilongjiang, 150001, People's Republic of China.
- Clinical Research Center for Colorectal Cancer in Heilongjiang, Harbin, China.
- Key Laboratory of Tumor Immunology in Heilongjiang, Harbin, China.
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Christensen D, Ghafoor M, Goldberg A, De Cotiis DA, Chan JSY. Tumor Budding, Poorly Differentiated Clusters, and Stroma Percentage in Uterine Endometrioid Carcinomas Are Morphologic Findings Associated With Adverse Clinical Outcomes. Int J Gynecol Pathol 2025; 44:49-55. [PMID: 39661577 DOI: 10.1097/pgp.0000000000001028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2024]
Abstract
Uterine endometrioid carcinoma (UEC) has well-defined morphologic features that carry prognostic significance and guide treatment. In addition to the well-known features, tumor budding (TB), poorly differentiated clusters (PDCs), and amount of stroma within the invasive front are associated with a poor prognostic outcome in many carcinomas. Here, we evaluate TB, PDCs, and the stroma percentage in UEC and correlate these findings with morphologic features known to be associated with a poor clinical outcome and with recurrence-free survival (RFS). We performed a retrospective search of our institution's EMR for cases of hysterectomy for UEC. We collected clinical data including disease recurrence, death, and data associated with poor patient outcomes. Cases were evaluated for TB, PDCs, and percent stroma by 2 pathologists. Ten 20× fields were examined, and the one with the most PDCs and TB was evaluated. Percent stroma was evaluated in a ×10 field of tumor at the area of deepest invasion. Less than 10% stroma was defined as stroma poor, and >10% stroma was defined as stroma rich. Statistical testing and analysis were conducted, and P-value was set at 0.05. One hundred thirteen cases were evaluated. Decreased RFS was seen with TB (P=0.03), at least 5 PDCs (P=0.01), and stroma-rich tumors (P=0.043). This study shows a statistically significant association between TB presence, at least 5 PDCs, stroma-rich tumors, and decreased RFS in UEC. We conclude that TB, PDCs and stromal evaluation are strong independent prognostic indicators in UEC and provide additional value to the currently used morphologic assessment of UEC.
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Emile SH, Horesh N, Garoufalia Z, Gefen R, Wignakumar A, Wexner SD. Development and Validation of a Predictive Score for Preoperative Detection of Lymphovascular Invasion in Rectal Cancer. J Surg Oncol 2024. [PMID: 39674950 DOI: 10.1002/jso.28043] [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: 11/22/2024] [Accepted: 11/29/2024] [Indexed: 12/17/2024]
Abstract
BACKGROUND Lymphovascular invasion (LVI) is an important prognosticator in rectal cancer (RC). We aimed to determine predictors for LVI in RC and incorporate them into a predictive risk score (PRS). METHODS Case-control analysis of predictors of LVI in RC using data from a national database (2010-2019). Main outcome was LVI in RC and its predictors. Odds ratios of significant independent predictors of LVI were incorporated into a PRS. RESULTS 55,178 patients were included (60.9% male; mean age: 61.3 years). LVI was detected in 10,446 (18.9%). Independent predictors were carcinomas that were signet-ring cell (OR: 1.98, p < 0.001), moderately differentiated (OR: 1.58, p < 0.001), poorly differentiated (OR: 3.9, p < 0.001), or undifferentiated carcinomas (OR: 4.1, p < 0.001), cN1 (OR: 1.21, p < 0.001), and cN2 (OR: 1.49, p < 0.001), stage and incorporated into a PRS (0-8). Incidence of LVI was 16.3% in the low-risk group, 27.8% in the intermediate-risk group, and 40.5% in the high-risk group (p < 0.001). The PPV of the score was 40.5%, NPV was 83.7%, accuracy was 82.4%, and specificity was 97.9%. CONCLUSIONS High-grade adenocarcinomas, signet-ring cell carcinomas, and lymph node involvement in clinical assessment were independently associated with LVI in RC. Incorporation of these predictors into a PRS conferred high specificity and good accuracy.
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Affiliation(s)
- Sameh H Emile
- Ellen Leifer Shulman and Steven Shulman Digestive Disease Center, Cleveland Clinic Florida, Weston, Florida, USA
- General Surgery Department, Colorectal Surgery Unit, Mansoura University Hospitals, Mansoura, Egypt
| | - Nir Horesh
- Ellen Leifer Shulman and Steven Shulman Digestive Disease Center, Cleveland Clinic Florida, Weston, Florida, USA
- Department of Surgery and Transplantations, Sheba Medical Center, Ramat Gan, Israel, Tel Aviv University, Tel Aviv, Israel
| | - Zoe Garoufalia
- Ellen Leifer Shulman and Steven Shulman Digestive Disease Center, Cleveland Clinic Florida, Weston, Florida, USA
| | - Rachel Gefen
- Ellen Leifer Shulman and Steven Shulman Digestive Disease Center, Cleveland Clinic Florida, Weston, Florida, USA
- Department of General Surgery, Hadassah Medical Organization and Faaculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Anjelli Wignakumar
- Ellen Leifer Shulman and Steven Shulman Digestive Disease Center, Cleveland Clinic Florida, Weston, Florida, USA
| | - Steven D Wexner
- Ellen Leifer Shulman and Steven Shulman Digestive Disease Center, Cleveland Clinic Florida, Weston, Florida, USA
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9
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Haddad TS, Bokhorst JM, Berger MD, Dobbelsteen LVD, Simmer F, Ciompi F, Galon J, Laak JVD, Pagès F, Zlobec I, Lugli A, Nagtegaal ID. Combining immunoscore and tumor budding in colon cancer: an insightful prognostication based on the tumor-host interface. J Transl Med 2024; 22:1090. [PMID: 39623479 PMCID: PMC11610196 DOI: 10.1186/s12967-024-05818-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Accepted: 10/31/2024] [Indexed: 12/06/2024] Open
Abstract
BACKGROUND Tumor Budding (TB) and Immunoscore are independent prognostic markers in colon cancer (CC). Given their respective representation of tumor aggressiveness and immune response, we examined their combination in association with patient disease-free survival (DFS) in pTNM stage I-III CC. METHODS In a series of pTNM stage I-III CCs (n = 654), the Immunoscore was computed and TB detected automatically using a deep learning network. Two-tiered systems for both biomarkers were used with cut-offs of 25% and ten buds for Immunoscore and TB according to clinical guidelines, respectively. Associations of Immunoscore with TB with 5-year DFS were examined using Kaplan-Meier survival analysis in addition to multivariable modeling and relative contribution analysis using Cox regression. RESULTS Immunoscore and TB independently are prognostic with hazard ratio (HR) = 2.0, 95% confidence interval (CI) 1.4-2.8 and HR 2.5, with 95% CI 1.4-4.5, respectively; P value < 0.0001. By combining Immunoscore with TB, patients with Immunoscore Low, TB High tumors had a significantly poorer DFS (HR 5.6, 95% CI 2.6-12.0; P value < 0.0001) than those with Immunoscore High, TB Low tumors. The combined Immunoscore with TB score was independently prognostic (P value = 0.009) in comparison to N-stage, T-stage, and MSI. Immunoscore with TB had the highest relative contribution (35%) to DFS in pTNM stage I-II CCs. CONCLUSIONS The association of Immunoscore and TB with patient survival suggests that both biomarkers are complementary and should be interpreted in combination to identify high-risk Stage I-II patients who should be considered for adjuvant therapy or further diagnostic testing.
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Affiliation(s)
- T S Haddad
- Radboud University Medical Center, Nijmegen, Netherlands
| | - J M Bokhorst
- Radboud University Medical Center, Nijmegen, Netherlands
| | - M D Berger
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | | | - F Simmer
- Radboud University Medical Center, Nijmegen, Netherlands
| | - F Ciompi
- Radboud University Medical Center, Nijmegen, Netherlands
| | - J Galon
- Centre de Recherche Des Cordeliers, Sorbonne Université, Université Paris Cité, 75006, Paris, France
| | - J V D Laak
- Radboud University Medical Center, Nijmegen, Netherlands
| | - F Pagès
- Centre de Recherche Des Cordeliers, Sorbonne Université, Université Paris Cité, 75006, Paris, France
| | - I Zlobec
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - A Lugli
- Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland
| | - I D Nagtegaal
- Radboud University Medical Center, Nijmegen, Netherlands.
- Department of Pathology, RadboudUMC, 6525 GA, Nijmegen, The Netherlands.
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10
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Kasai S, Kagawa H, Hatakeyama K, Shiomi A, Manabe S, Yamaoka Y, Tanaka Y, Igaki T, Nagashima T, Ohshima K, Urakami K, Akiyama Y, Kinugasa Y, Yamaguchi K. Molecular profiling of risk factors for relapse in Japanese patients with stage II colorectal cancer: a retrospective cohort study. Int J Clin Oncol 2024; 29:1887-1895. [PMID: 39287842 DOI: 10.1007/s10147-024-02626-9] [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: 07/12/2024] [Accepted: 09/10/2024] [Indexed: 09/19/2024]
Abstract
BACKGROUND The association between the molecular profiles and prognosis of Stage II colorectal cancer remains unclear. This study aimed to examine the risk factors for relapse of Stage II colorectal cancer using molecular profiling. METHODS We retrospectively enrolled patients with pStage II colorectal cancer who did not receive perioperative adjuvant therapy and whose surgically resected specimens were evaluated using gene expression and whole-exome analyses between January 2014 and December 2018. We evaluated the long-term outcomes and examined the risk factors for relapse-free survival. RESULTS We evaluated 322 patients with pStage II colorectal cancer, including 126 (39.1%) with right colon cancer. Eighty-seven patients (27.0%) had pT4 tumor, 175 (54.3%) had positive venous invasion, 120 (37.3%) had positive lymphatic invasion, and 68 (21.1%) had perineural invasion. The presence of mutations in key genes for colorectal cancer development based on whole-exome analyses was as follows: APC, 245 (76.1%); TP53, 208 (64.6%); and KRAS, 134 (41.6%). According to the consensus molecular subtype classification based on gene expression, 76 patients (23.6%) had consensus molecular subtype 4 and a significantly lower relapse-free survival than the other patients (5-year relapse-free survival: 83.8% vs. 92.9%, p = 0.017). Perineural invasion (hazard ratio: 5.316, p < 0.001) and consensus molecular subtype 4 (hazard ratio: 2.399, p = 0.020) were identified as independent risk factors for relapse-free survival. CONCLUSIONS Molecular profiling of Stage II colorectal cancer to assess the risk factors for relapse may contribute to the indication and drug selection for adjuvant chemotherapy.
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Affiliation(s)
- Shunsuke Kasai
- Division of Colon and Rectal Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-Cho, Sunto-Gun, Shizuoka, 411-8777, Japan
- Department of Gastrointestinal Surgery, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8510, Japan
| | - Hiroyasu Kagawa
- Division of Colon and Rectal Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-Cho, Sunto-Gun, Shizuoka, 411-8777, Japan.
| | - Keiichi Hatakeyama
- Cancer Multiomics Division, Shizuoka Cancer Center Research Institute, 1007 Shimonagakubo, Nagaizumi-Cho Sunto-Gun, Shizuoka, 411-8777, Japan
| | - Akio Shiomi
- Division of Colon and Rectal Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-Cho, Sunto-Gun, Shizuoka, 411-8777, Japan
| | - Shoichi Manabe
- Division of Colon and Rectal Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-Cho, Sunto-Gun, Shizuoka, 411-8777, Japan
| | - Yusuke Yamaoka
- Division of Colon and Rectal Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-Cho, Sunto-Gun, Shizuoka, 411-8777, Japan
| | - Yusuke Tanaka
- Division of Colon and Rectal Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-Cho, Sunto-Gun, Shizuoka, 411-8777, Japan
| | - Takahiro Igaki
- Division of Colon and Rectal Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-Cho, Sunto-Gun, Shizuoka, 411-8777, Japan
- Department of Gastrointestinal Surgery, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8510, Japan
| | - Takeshi Nagashima
- Cancer Diagnostics Research Division, Shizuoka Cancer Center Research Institute, 1007 Shimonagakubo, Nagaizumi-Cho, Sunto-Gun, Shizuoka, 411-8777, Japan
- SRL Inc, Shinjuku-Ku, Tokyo, 163-0409, Japan
| | - Keiichi Ohshima
- Medical Genetics Division, Shizuoka Cancer Center Research Institute, 1007 Shimonagakubo, Nagaizumi-Cho, Sunto-Gun, Shizuoka, 411-8777, Japan
| | - Kenichi Urakami
- Cancer Diagnostics Research Division, Shizuoka Cancer Center Research Institute, 1007 Shimonagakubo, Nagaizumi-Cho, Sunto-Gun, Shizuoka, 411-8777, Japan
| | - Yasuto Akiyama
- Immunotherapy Division, Shizuoka Cancer Center Research Institute, 1007 Shimonagakubo, Nagaizumi-Cho, Sunto-Gun, Shizuoka, 411-8777, Japan
| | - Yusuke Kinugasa
- Department of Gastrointestinal Surgery, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8510, Japan
| | - Ken Yamaguchi
- Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-Cho, Sunto-Gun, Shizuoka, 411-8777, Japan
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Hashimoto T, Nakamura Y, Fujisawa T, Imai M, Shibuki T, Iida N, Ozaki H, Nonomura N, Morizane C, Iwata H, Okano S, Yamagami W, Yamazaki N, Kadowaki S, Taniguchi H, Ueno M, Boku S, Oki E, Komatsu Y, Yuki S, Makiyama A, Otsuka T, Hara H, Okano N, Nishina T, Sakamoto Y, Miki I, Kobayashi S, Yuda J, Kageyama SI, Nagamine M, Sakashita S, Sakamoto N, Yamashita R, Koga Y, Bando H, Ishii G, Kuwata T, Park WY, Ohtsu A, Yoshino T. The SCRUM-MONSTAR Cancer-Omics Ecosystem: Striving for a Quantum Leap in Precision Medicine. Cancer Discov 2024; 14:2243-2261. [PMID: 39023403 PMCID: PMC11528206 DOI: 10.1158/2159-8290.cd-24-0206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 04/23/2024] [Accepted: 06/22/2024] [Indexed: 07/20/2024]
Abstract
The SCRUM-Japan MONSTAR-SCREEN consortium is a nationwide molecular profiling project employing artificial intelligence-driven multiomics analyses for patients with advanced malignancies, aiming to develop novel therapeutics and diagnostics and deliver effective drugs to patients. Concurrently, studies assessing molecular residual disease-based precision medicine for resectable solid tumors, including CIRCULATE-Japan, are ongoing. The substantial data generated by these platforms are stored within a state-of-the-art supercomputing infrastructure, VAPOR CONE. Since 2015, our project has registered over 24,000 patients as of December 2023. Among 16,144 patients with advanced solid tumors enrolled in MONSTAR-SCREEN projects, 5.0% have participated in matched clinical trials, demonstrating a 29.2% objective response rate and 14.8-month median survival (95% CI, 13.4-16.3) for patients treated in the matched clinical trials. Notably, patients who received matched therapy demonstrated significantly prolonged overall survival compared with those who did not (hazard ratio 0.77; 95% confidence interval, 0.71-0.83). Significance: Our nationwide molecular profiling initiative played pivotal roles in facilitating the enrollment of patients with advanced solid tumors into matched clinical trials and highlighted the substantial survival benefits of patients treated with matched therapy. We aim to facilitate an industry-academia data-sharing infrastructure ecosystem, fostering new drug discovery paradigms and precision medicine.
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Affiliation(s)
- Tadayoshi Hashimoto
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Yoshiaki Nakamura
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Takao Fujisawa
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Head and Neck Medical Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Mitsuho Imai
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Taro Shibuki
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Naoko Iida
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Hiroshi Ozaki
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Norio Nonomura
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Chigusa Morizane
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Hiroji Iwata
- Department of Breast Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Susumu Okano
- Department of Head and Neck Medical Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Wataru Yamagami
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo, Japan
| | - Naoya Yamazaki
- Department of Dermatologic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Shigenori Kadowaki
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Hiroya Taniguchi
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Makoto Ueno
- Department of Gastroenterology, Kanagawa Cancer Center, Yokohama, Japan
| | - Shogen Boku
- Cancer Treatment Center, Kansai Medical University Hospital, Osaka, Japan
| | - Eiji Oki
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yoshito Komatsu
- Department of Cancer Center, Hokkaido University Hospital, Sapporo, Japan
| | - Satoshi Yuki
- Department of Gastroenterology and Hepatology, Hokkaido University Hospital, Sapporo, Japan
| | - Akitaka Makiyama
- Cancer Center, Gifu University Hospital, Gifu, Japan
- Center for One Medicine Innovative Translational Research, Gifu University, Gifu, Japan
| | - Tomoyuki Otsuka
- Department of Medical Oncology, Osaka International Cancer Institute Osaka Prefectural Hospital Organization, Osaka, Japan
| | - Hiroki Hara
- Department of Gastroenterology, Saitama Cancer Center, Saitama, Japan
| | - Naohiro Okano
- Department of Medical Oncology, Kyorin University Faculty of Medicine, Tokyo, Japan
| | - Tomohiro Nishina
- Department of Gastrointestinal Medical Oncology, National Hospital Organization Shikoku Cancer Center, Matsuyama, Japan
| | - Yasutoshi Sakamoto
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Izumi Miki
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Shin Kobayashi
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Junichiro Yuda
- Department of Hematology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Shun-Ichiro Kageyama
- Department of Radiation Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Michiko Nagamine
- TR Sample Management Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Shingo Sakashita
- TR Sample Management Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Naoya Sakamoto
- TR Sample Management Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Riu Yamashita
- Division of Translational Informatics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center Hospital East, Kashiwa, Japan
| | - Yoshikatsu Koga
- Division of Developmental Therapeutics, Research Center for Innovative Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Hideaki Bando
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Genichiro Ishii
- Division of Translational Informatics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center Hospital East, Kashiwa, Japan
| | - Takeshi Kuwata
- Department of Genetic Medicine and Services, National Cancer Center Hospital East, Kashiwa, Japan
| | - Woong-Yang Park
- GxD Inc., Kashiwa, Japan
- Samsung Genome Institute, Samsung Medical Center, Seoul, Korea
| | - Atsushi Ohtsu
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
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Kondo H, Sato S, Kunisaki C, Tanaka Y, Sato K, Kimura J, Kosaka T, Ono HA, Makino H, Akiyama H, Endo I. Prognostic factors in patients with pathological T3N0M0 gastric cancer: A multi-institutional, retrospective study (YCOG2202). EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2024:108782. [PMID: 39547894 DOI: 10.1016/j.ejso.2024.108782] [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: 08/06/2024] [Revised: 10/09/2024] [Accepted: 10/22/2024] [Indexed: 11/17/2024]
Abstract
AIM Gastric cancer is one of the leading causes of cancer-related mortalities worldwide. According to the pathological TNM classification, T3N0M0, Stage IIA gastric cancer has been excluded from the S-1 adjuvant chemotherapy trials. Thus, the clinical impact of S-1 adjuvant chemotherapy in patients with pathological T3N0M0 cancer and the associated prognostic factors have not been elucidated. Consequently, we determined the prognostic factors in patients with pathological T3N0M0 gastric cancer and the efficacy of adjuvant chemotherapy. METHODS From 2007 to 2018, 205 patients diagnosed with pathological T3N0M0 gastric cancer were enrolled at seven institutions. Recurrence-free and overall survival rates were evaluated. Univariate and multivariate survival analyses for recurrence-free and overall survival were performed, using the Cox proportional hazards model. RESULTS The 5-year recurrence-free and overall survival rates were 84.7 % and 81.4 %, respectively. Although there was no difference in overall survival, multivariate analysis identified positive venous invasion as an independent risk factor for recurrence (p = 0.007, hazard ratio = 3.851). Adjuvant chemotherapy had no impact on both recurrence free and overall survival. However, the 5-year overall survival rates in the sub-cohort that completed adjuvant chemotherapy with S-1 were higher than those in the sub-cohort that did not complete the treatment (p = 0.019). CONCLUSION The prognosis of patients with pathological T3N0M0 gastric cancer was relatively favorable. However, adjuvant chemotherapy was not identified as an independent risk factor and patients with venous invasion were at a high risk of recurrence. Therefore, a large-scale multi-institutional prospective study evaluating the efficacy of adjuvant chemotherapy for high risk pT3N0M0 is required.
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Affiliation(s)
- Hiroki Kondo
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Sho Sato
- Department of Surgery, Yokohama City University Gastroenterological Center, Yokohama, Japan.
| | - Chikara Kunisaki
- Department of Surgery, Yokohama City University Gastroenterological Center, Yokohama, Japan
| | - Yusaku Tanaka
- Department of Gastroenterological Surgery, Yokohama Municipal Citizen's Hospital, Yokohama, Japan
| | - Kei Sato
- Department of Surgery, Yokohama City Minato Red Cross Hospital, Yokohama, Japan
| | - Jun Kimura
- Department of Surgery, National Hospital Organization Yokohama Medical Center, Yokohama, Japan
| | - Takashi Kosaka
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | | | | | - Hirotoshi Akiyama
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Itaru Endo
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
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13
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Liu W, Wang W, Guo M, Zhang H. Tumor habitat and peritumoral region evolution-based imaging features to assess risk categorization of thymomas. Clin Radiol 2024; 79:e1117-e1125. [PMID: 38862335 DOI: 10.1016/j.crad.2024.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 05/07/2024] [Accepted: 05/10/2024] [Indexed: 06/13/2024]
Abstract
AIM To develop an aggregate model that integrated clinical data, habitat characteristics, and intratumoral and peritumoral features to assess the risk categorization of thymomas. MATERIALS AND METHODS We retrospectively analyzed 140 thymoma patients (70 low-risk and 70 high-risk), including pathological data. The patients were randomly divided into training cohort (n = 114) and test cohort (n = 26). The k-means clustering was utilized to partition the primary tumor into habitats based on intratumoral radiomic features, 6 distinct habitats were identified. By expanding the region of interest (ROI) mask, 2 peritumoral regions were obtained. Finally, 7 clinical characteristics, 3 habitat values, 20 radiomic features were utilized to develop an aggregated model, to predict the risk of thymoma. Shapley additive explanations (SHAP) interpretation was used for features importance ranking. The accuracy and area under curve (AUC) were used to analyze the performance of the models. RESULTS The aggregated model, which utilized the XGBoost classifier, demonstrated the best performance with an AUC of 0.811 and an accuracy of 0.769. In comparison, the radiomic model produced an AUC of 0.654 and an accuracy of 0.692. Additionally, the Intratumoral + peritumoral model exhibited an AUC of 0.728 and an accuracy of 0.769. CONCLUSION Our study establishes a novel tool to predict the risk of thymoma with a good performance. If prospectively validated, the model may refine thymoma patient selection for risk-adaptative therapy and improve prognosis.
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Affiliation(s)
- W Liu
- School of Health Management, China Medical University, Shenyang City, Liaoning Province, PR China.
| | - W Wang
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang City, Liaoning Province, PR China.
| | - M Guo
- Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang City, Liaoning Province, PR China.
| | - H Zhang
- Department of Radiology, Liaoning Cancer Hospital and Institute, Shenyang City, Liaoning Province, PR China.
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Ran X, Chen Y, Liu C, Xiao H, Su X, Chen Z, Du J, He J, Zhong P, Li M, Dai N, Chen C. Differential effect of tumor budding on the benefit of adjuvant chemotherapy in stage II colorectal cancer: a retrospective observational study. J Gastrointest Oncol 2024; 15:1545-1555. [PMID: 39279933 PMCID: PMC11399822 DOI: 10.21037/jgo-24-278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 06/27/2024] [Indexed: 09/18/2024] Open
Abstract
Background Tumor budding (TB) has been shown to be a poor prognostic indicator after colorectal cancer (CRC) surgery. The aim of the present study is to evaluate the predictive role of morphological features (e.g., the number, structure, and location of tumor buds, and their reaction with the extracellular mesenchyme) in postoperative adjuvant chemotherapy in surgically resectable stage II CRC. Methods Between 2016 and 2019, 336 patients with stage II CRC who underwent radical surgery were enrolled in this study. TB status was determined according to the criteria adopted at the 2016 International Tumor Budding Consensus Conference (ITBCC). We retrospectively recorded all the clinical and pathological data and assessed the effect of different types of TB status on patients' recurrence-free survival (RFS) and overall survival (OS). Results Of the 336 patients, 173, 88, and 75 were budding grade 1 (BD1), BD2, and BD3, respectively. The 5-year RFS rates were 84.6%, 81.2%, and 68.0% (P=0.01), and the 5-year OS rates were 91.0%, 83.3%, and 76.2% (P=0.007) in BD1, BD2, and BD3, respectively. TB grade was strongly associated with vascular invasion status and mucinous adenocarcinoma, and BD3 was detected in 51.7% of patients with positive vascular invasion. The multivariate analysis showed that only age, perineural invasion, and TB grade [BD2 vs. BD1, hazard ratio (HR) =1.468, 95% confidence interval (CI): 0.703-3.063, P=0.30; BD3 vs. BD1, HR =2.310, 95% CI: 1.154-4.625, P=0.01] had an independent effect on RFS. In addition, the Kaplan-Meier curve analysis showed that BD3 patients had the worst RFS (P=0.01). The OS of the adjuvant chemotherapy group was significantly improved compared to that of the surgery-only group in the BD1/2 patients (HR =0.278, 95% CI: 0.114-0.676, P=0.005) but not in the BD3 patients with significant interaction (Pinteraction=0.03). Conclusions Our results indicate that TB could play a subsidiary role in selecting stage II CRC patients who could achieve a favorable prognosis with chemotherapy.
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Affiliation(s)
- Xin Ran
- Department of Cancer Center, Daping Hospital, Army Medical University, Chongqing, China
| | - Yan Chen
- Department of Pathology, Daping Hospital, Army Medical University, Chongqing, China
| | - Chengxiang Liu
- Department of Cancer Center, Daping Hospital, Army Medical University, Chongqing, China
| | - He Xiao
- Department of Cancer Center, Daping Hospital, Army Medical University, Chongqing, China
| | - Xiaona Su
- Department of Cancer Center, Daping Hospital, Army Medical University, Chongqing, China
| | - Zhuo Chen
- Department of Cancer Center, Daping Hospital, Army Medical University, Chongqing, China
| | - Jia Du
- Department of Cancer Center, Daping Hospital, Army Medical University, Chongqing, China
| | - Juan He
- Department of Cancer Center, Daping Hospital, Army Medical University, Chongqing, China
| | - Peng Zhong
- Department of Pathology, Daping Hospital, Army Medical University, Chongqing, China
| | - Mengxia Li
- Department of Cancer Center, Daping Hospital, Army Medical University, Chongqing, China
| | - Nan Dai
- Department of Cancer Center, Daping Hospital, Army Medical University, Chongqing, China
| | - Chuan Chen
- Department of Cancer Center, Daping Hospital, Army Medical University, Chongqing, China
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15
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Giordano PG, Díaz Zelaya AG, Aguilera Molina YY, Taboada Mostajo NO, Ajete Ramos Y, Ortega García R, Peralta de Michelis E, Meneu Díaz JC. [Clinico-pathological evaluation of tumor budding in the oncological progression of colorectal cancer]. Med Clin (Barc) 2024; 163:159-166. [PMID: 38697893 DOI: 10.1016/j.medcli.2024.02.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 02/06/2024] [Accepted: 02/07/2024] [Indexed: 05/05/2024]
Abstract
INTRODUCTION Tumor budding (TB), defined as the presence of individual neoplastic cells or isolated groups of up to 4 cells at the front of tumor invasion, has become an adverse prognostic marker in colorectal cancer (CRC) in recent decades. The prognostic impact of TB in CRC remains not clearly defined and histological methods for its evaluation vary depending on the center. The objective of this study is to investigate the association between TB and CRC, in terms of oncological evolution and pathological stage. METHODS A retrospective observational study was conducted, including patients undergoing curative oncological surgery for CRC between January 2017 and December 2022. The effects of TB on disease-free survival (DFS) and overall survival (OS) were evaluated according to the Kaplan-Meier curves. RESULTS In 78 cases TB was described in the pathology report. TB was present in 56 patients (71.8%), divided into the following categories: low grade in 22 (39.3%), intermediate grade in 17 (30.4%) and high grade in 17 (30.4%). The proportion of patients who presented lymph node metastases, lympho-vascular and perineural invasion was significantly higher in patients with TB (26.8% vs 0%, P=.008; 41.1% vs 4.5%, P=.002; 16.1% vs 0% P=.054; respectively). DFS was 86.3% in low-grade TB, 75.3% in intermediate-grade TB, and 70.3% in high-grade TB. Cases with intermediate and high grade were associated with a shorter OS compared to the low grade group (93.7% and 75.4% vs 100% P=.012, respectively). CONCLUSION These results suggest that TB expression may be a useful risk factor as a prognostic factor for the detection of lymph node metastasis, local recurrence, and distant metastasis in CRC.
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Affiliation(s)
- Pietro Giovanni Giordano
- Servicio de Cirugía General, Visceral y Robótica, Hospital Universitario Ruber Juan Bravo, Madrid, España; Servicio de Patología, Hospital Universitario Ruber Juan Bravo, Madrid, España; Departamento de Medicina, Facultad de Ciencias Biomédicas y de la Salud, Universidad Europea de Madrid, Alcobendas, Madrid, España.
| | | | - Yari Yuritzi Aguilera Molina
- Servicio de Cirugía General, Visceral y Robótica, Hospital Universitario Ruber Juan Bravo, Madrid, España; Servicio de Patología, Hospital Universitario Ruber Juan Bravo, Madrid, España; Departamento de Medicina, Facultad de Ciencias Biomédicas y de la Salud, Universidad Europea de Madrid, Alcobendas, Madrid, España
| | | | - Yelene Ajete Ramos
- Servicio de Cirugía General, Visceral y Robótica, Hospital Universitario Ruber Juan Bravo, Madrid, España
| | - Ricardo Ortega García
- Servicio de Cirugía General, Visceral y Robótica, Hospital Universitario Ruber Juan Bravo, Madrid, España
| | | | - Juan Carlos Meneu Díaz
- Servicio de Cirugía General, Visceral y Robótica, Hospital Universitario Ruber Juan Bravo, Madrid, España; Servicio de Patología, Hospital Universitario Ruber Juan Bravo, Madrid, España; Departamento de Medicina, Facultad de Ciencias Biomédicas y de la Salud, Universidad Europea de Madrid, Alcobendas, Madrid, España
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16
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Haas M, Engelmann SU, Mayr R, Gossler C, Pickl C, Kälble S, Yang Y, Otto W, Hartmann V, Burger M, Hartmann A, Breyer J, Eckstein M. A novel grading approach predicts worse outcomes in stage pT1 non-muscle-invasive bladder cancer. BJU Int 2024; 134:249-257. [PMID: 38409965 DOI: 10.1111/bju.16298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
OBJECTIVE To develop a prognostically relevant scoring system for stage pT1 non-muscle-invasive bladder cancer (NMIBC) incorporating tumour budding, growth pattern and invasion pattern because the World Health Organisation grading system shows limited prognostic value in such patients. PATIENTS AND METHODS The tissue specimens and clinical data of 113 patients with stage pT1 NMIBC who underwent transurethral resection of bladder tumour were retrospectively investigated. Tumour budding, and growth and invasion patterns were evaluated and categorised into two grade groups (GGs). GGs and other clinical and histopathological variables were investigated regarding recurrence-free survival (RFS), progression-free survival (PFS), cancer-specific survival (CSS) and overall survival (OS) using univariable and multivariable Cox regression analyses. RESULTS The integration of two tumour budding groups, two growth patterns, and two invasion patterns yielded an unfavourable GG (n = 28; 24.7%) that had a high impact on oncological outcomes. The unfavourable GG was identified as an independent RFS and OS predictor (P = 0.004 and P = 0.046, respectively) and linked to worse PFS (P = 0.001) and CSS (P = 0.001), irrespective of the European Association of Urology risk group. The unfavourable GG was associated with higher rates of BCG-unresponsive tumours (P = 0.006). Study limitations include the retrospective, single-centre design, diverse therapies and small cohort. CONCLUSIONS We present a morphology-based grading system for stage pT1 NMIBC that correlates with disease aggressiveness and oncological patient outcomes. It therefore identifies a highest risk group of stage pT1 NMIBC patients, who should be followed up more intensively or receive immediate radical cystectomy. The grading incorporates objective variables assessable on haematoxylin and eosin slides and immunohistochemistry, enabling an easy-to-use low-cost approach that is applicable in daily routine. Further studies are needed to validate and confirm these results.
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Affiliation(s)
- Maximilian Haas
- Department of Urology, Caritas St. Josef Medical Center, University of Regensburg, Regensburg, Germany
| | - Simon U Engelmann
- Department of Urology, Caritas St. Josef Medical Center, University of Regensburg, Regensburg, Germany
| | - Roman Mayr
- Department of Urology, Caritas St. Josef Medical Center, University of Regensburg, Regensburg, Germany
| | - Christopher Gossler
- Department of Urology, Caritas St. Josef Medical Center, University of Regensburg, Regensburg, Germany
| | - Christoph Pickl
- Department of Urology, Caritas St. Josef Medical Center, University of Regensburg, Regensburg, Germany
| | - Sebastian Kälble
- Department of Urology, Caritas St. Josef Medical Center, University of Regensburg, Regensburg, Germany
| | - Yushan Yang
- Department of Urology, Caritas St. Josef Medical Center, University of Regensburg, Regensburg, Germany
| | - Wolfgang Otto
- Department of Urology, Caritas St. Josef Medical Center, University of Regensburg, Regensburg, Germany
| | - Valerie Hartmann
- Department of Urology, Caritas St. Josef Medical Center, University of Regensburg, Regensburg, Germany
| | - Maximilian Burger
- Department of Urology, Caritas St. Josef Medical Center, University of Regensburg, Regensburg, Germany
| | - Arndt Hartmann
- Institute of Pathology, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | - Johannes Breyer
- Department of Urology, Caritas St. Josef Medical Center, University of Regensburg, Regensburg, Germany
| | - Markus Eckstein
- Institute of Pathology, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
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17
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Taieb J, Basile D, Seligmann J, Argiles G, André T, Gallois C, Goldberg RM, Yothers G, Sobrero A, Meyerhardt JA, Souglakos J, Labianca R, Iveson T, Church DN, Arnold D, Tie J, Gill S, Laurent-Puig P, Yoshino T, Lonardi S, Shi Q. Standardizing data collection in adjuvant colon cancer trials: A consensus project from the IDEA and ACCENT international consortia and national experts. Eur J Cancer 2024; 206:114118. [PMID: 38810317 DOI: 10.1016/j.ejca.2024.114118] [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: 02/19/2024] [Revised: 05/01/2024] [Accepted: 05/04/2024] [Indexed: 05/31/2024]
Abstract
BACKGROUND Despite contributions provided by the recent clinical trials, several issues and challenges still remain unsolved in adjuvant colon cancer (CC). Hence, further studies should be planned to better refine risk assessment as well as to establish the optimal treatment strategy in the adjuvant setting. However, it is necessary to request adequate, contemporary and relevant variables and report them homogeneously in order to bring maximal information when analyzing their prognostic value. MATERIAL AND METHODS The project was devised to gain a consensus from experts engaged in the planning, accrual and analyses of stage II and III CC clinical trials, to identify mandatory and recommended baseline variables in order to i) harmonize future data collection worldwide in clinical trials dedicated to adjuvant treatment of CC; ii) propose guidance for Case Report Forms to be used for clinical trials in this setting. A total of 72 questions related to variables that should be reported and how to report them in adjuvant clinical trials were approved and then voted to reach a final consensus from panelists. RESULTS Data items on patient-related factors, histopathological features, molecular profile, circulating biomarkers and blood analyses were analyzed and discussed by the whole expert panel. For each item, we report data supporting the acquired consensus and the relevant issues that were discussed. Nineteen items were deemed to be mandatory for resected stage III patients and 24 for resected stage II disease. In addition, 9 and 4 items were judged as recommended for stage III and II, respectively. CONCLUSION In our opinion, these 28 variables should be used and uniformly reported in more comprehensive CRFs as research groups design future clinical trials in the field of adjuvant colon cancer.
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Affiliation(s)
- Julien Taieb
- Institut du Cancer Paris CARPEM, Gastroenterology and Digestive Oncology Department, APHP.Centre - Université Paris Cité, Hôpital Européen G. Pompidou, France; Centre de Recherche des Cordeliers, Sorbonne Université, INSERM, Université Paris Cité, France.
| | - Debora Basile
- Division of Medical Oncology, San Giovanni di Dio Hospital, Crotone, Italy
| | | | | | - Thierry André
- Sorbonne Université and department of Medical Oncology, Hospital Saint Antoine and INSERM 938 and SIRIC CURAMUS, Paris, France
| | - Claire Gallois
- Institut du Cancer Paris CARPEM, Gastroenterology and Digestive Oncology Department, APHP.Centre - Université Paris Cité, Hôpital Européen G. Pompidou, France; Centre de Recherche des Cordeliers, Sorbonne Université, INSERM, Université Paris Cité, France
| | - Richard M Goldberg
- West Virginia University Cancer Institute and the Mary Babb Randolph Cancer Center, Morgantown, WV
| | - Greg Yothers
- Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, USA
| | - Alberto Sobrero
- Department of Medical Oncology, IRCCS San Martino, Genoa, Italy
| | | | - John Souglakos
- Department of Medical Oncology, University General Hospital of Heraklion, 71110 Heraklion, Greece
| | | | - Tim Iveson
- University Hospital Southampton NHS Trust, Southampton, United Kingdom
| | | | - Dirk Arnold
- Asklepios Tumorzentrum Hamburg, Department of Oncology and Hematology, AK Altona, Hamburg, Germany
| | - Jeanne Tie
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Parkville, VIC, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia; Division of Personalised Oncology, Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
| | | | - Pierre Laurent-Puig
- Centre de Recherche des Cordeliers, Sorbonne Université, INSERM, Université de Paris, EPIGENETEC, 75006 Paris, France
| | | | - Sara Lonardi
- Istituto Oncologico Veneto IOV-IRCCS, Padova, Italy
| | - Qian Shi
- Alliance Statistics and Data Management Center, Mayo Clinic, Rochester, MN, USA
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18
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Dukoska DB, Zdravkovski P, Kostadinova-Kunovska S, Krsteska B, Karagjozov P, Dzambaz D, Nikolovski A, Antovic S, Jankulovski N, Petrushevska G. Tumor Budding as a Prognostic Marker in Primary Colon Cancer - A Single Center Experience. Pril (Makedon Akad Nauk Umet Odd Med Nauki) 2024; 45:47-58. [PMID: 39008643 DOI: 10.2478/prilozi-2024-0015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/17/2024]
Abstract
Introduction: Tumor budding (TB) is considered to be a morphological and prognostic factor relevant to colon cancer (CC). The aim of our study is to assess the TB and to evaluate its relationship to clinicopathological findings within stage II and III CC patients as a single center experience. Materials and methods: A total of 120 CC patients operated between 2018 and 2021 at the University Clinic of Digestive Surgery in Skopje, the Republic of North Macedonia were included in this retrospective, single center study. TB was evaluated by the magnification of 200x along the invasive front of the primary tumor on H&E and CKAE1/AE3 immunohistochemically stained sections. Two grades were used: low grade (TB1, 0-4 TBs) and high-grade, which includes intermediate (TB2, 5-9 TBs) and high grade (TB3 ≥10TBs) of TBs. Results: A statistically significant correlation has been identified between high-grade TB and age (p=0.05) of the patients. There was also a significantly higher occurrence of high-grade TB in patients within stage III CC. Statistically significant correlations were also found in lymph node status (p<0.01), vascular invasion (p<0.05), lymphatic invasion (p<0.01), postoperative relapse (p<0.01), and death (p<0.01). Tumor relapse and death were significantly more frequent in patients with high-grade TB than those with low-grade TB. Patients with registered high-grade TB demonstrated significantly lower relapse-free survival (RFS) and overall survival (OS) rates than patients with low-grade TB over the observation period (RFS: 53.8% vs. 98.5%, p<0.001; OS: 65.4% vs. 97.1%, p<0.001, respectively). Patients with lung and liver postoperative relapses had higher percentage of cases with high-grade TB (94.1%). Conclusion: Our results are highly suggestive that TB should be included as a histological biomarker in the pathology report of patients with stage II and stage III CC, because of its prognostic value.
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Affiliation(s)
- Daniela Bajdevska Dukoska
- 1Institute of Pathology, Faculty of Medicine, University Ss. Cyril and Methodius, Skopje, RN Macedonia
| | - Panche Zdravkovski
- 1Institute of Pathology, Faculty of Medicine, University Ss. Cyril and Methodius, Skopje, RN Macedonia
| | | | - Blagica Krsteska
- 1Institute of Pathology, Faculty of Medicine, University Ss. Cyril and Methodius, Skopje, RN Macedonia
| | - Pance Karagjozov
- 2University Clinic of Digestive Surgery, Faculty of Medicine, University Ss. Cyril and Methodius, Skopje, RN Macedonia
| | - Darko Dzambaz
- 2University Clinic of Digestive Surgery, Faculty of Medicine, University Ss. Cyril and Methodius, Skopje, RN Macedonia
| | - Andrej Nikolovski
- 3University General City Hospital "Ss Naum Ohridski", University Ss. Cyril and Methodius, Skopje, RN Macedonia
| | - Svetozar Antovic
- 2University Clinic of Digestive Surgery, Faculty of Medicine, University Ss. Cyril and Methodius, Skopje, RN Macedonia
| | - Nikola Jankulovski
- 2University Clinic of Digestive Surgery, Faculty of Medicine, University Ss. Cyril and Methodius, Skopje, RN Macedonia
| | - Gordana Petrushevska
- 1Institute of Pathology, Faculty of Medicine, University Ss. Cyril and Methodius, Skopje, RN Macedonia
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19
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Park JH, Shin JI, Lim BJ. Prognostic significance of tumour budding in noncolorectal gastrointestinal tract and pancreatobiliary tract: a systematic review and meta-analysis. Histopathology 2024; 84:1079-1091. [PMID: 38362762 DOI: 10.1111/his.15154] [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: 12/07/2023] [Revised: 01/22/2024] [Accepted: 01/23/2024] [Indexed: 02/17/2024]
Abstract
Tumour budding shows promise as a prognostic factor in various cancers, but its widespread application is hindered by the lack of large, validated studies and standardized criteria. This meta-analysis aims to review and examine the prognostic role of tumour budding specifically in noncolorectal gastrointestinal and pancreatobiliary tract cancers, broadening our perspective on its clinical relevance. The literature review was conducted through PubMed, Embase, and Web of Science from inception till 20 February 2023. Pooled odds ratio (OR) and hazard ratio (HR) with 95% confidence interval (CI) were calculated to assess the relation between tumour budding and clinicopathologic features, as well as overall survival. Each study was evaluated using the Newcastle-Ottawa Scale and both heterogeneity and publication bias were analysed. In this meta-analysis of 57 studies across various cancer types, multivariate HR revealed worse overall survival in oesophageal squamous cell carcinoma (HR 3.34 [95% CI 2.21-5.04]), gastric adenocarcinoma (2.03 [1.38-2.99]), pancreatic ductal adenocarcinoma (2.56 [2.02-3.25]), and biliary tract adenocarcinoma (3.11 [2.46-3.93]) with high-grade tumour budding. Additionally, high-grade tumour budding consistently correlated with adverse clinicopathological features, including lymph node metastasis, lymphovascular invasion, and distant metastasis without any observed inverse association. High heterogeneity was noted. Our study suggests that tumour budding is a valuable prognostic marker in various cancers. Nonetheless, standardized criteria tailored to specific organ types are necessary to enhance its clinical utility.
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Affiliation(s)
- Ji Hyun Park
- Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jae Il Shin
- Department of Pediatrics, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Beom Jin Lim
- Department of Pathology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
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20
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Wu C, Pai RK, Kosiorek H, Banerjee I, Pfeiffer A, Hagen CE, Hartley CP, Graham RP, Sonbol MB, Bekaii-Saab T, Xie H, Sinicrope FA, Patel B, Westerling-Bui T, Shivji S, Conner J, Swallow C, Savage P, Cyr DP, Kirsch R, Pai RK. Improved Risk-Stratification Scheme for Mismatch-Repair Proficient Stage II Colorectal Cancers Using the Digital Pathology Biomarker QuantCRC. Clin Cancer Res 2024; 30:1811-1821. [PMID: 38421684 PMCID: PMC11062828 DOI: 10.1158/1078-0432.ccr-23-3211] [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: 10/24/2023] [Revised: 12/27/2023] [Accepted: 02/26/2024] [Indexed: 03/02/2024]
Abstract
PURPOSE There is a need to improve current risk stratification of stage II colorectal cancer to better inform risk of recurrence and guide adjuvant chemotherapy. We sought to examine whether integration of QuantCRC, a digital pathology biomarker utilizing hematoxylin and eosin-stained slides, provides improved risk stratification over current American Society of Clinical Oncology (ASCO) guidelines. EXPERIMENTAL DESIGN ASCO and QuantCRC-integrated schemes were applied to a cohort of 398 mismatch-repair proficient (MMRP) stage II colorectal cancers from three large academic medical centers. The ASCO stage II scheme was taken from recent guidelines. The QuantCRC-integrated scheme utilized pT3 versus pT4 and a QuantCRC-derived risk classification. Evaluation of recurrence-free survival (RFS) according to these risk schemes was compared using the log-rank test and HR. RESULTS Integration of QuantCRC provides improved risk stratification compared with the ASCO scheme for stage II MMRP colorectal cancers. The QuantCRC-integrated scheme placed more stage II tumors in the low-risk group compared with the ASCO scheme (62.5% vs. 42.2%) without compromising excellent 3-year RFS. The QuantCRC-integrated scheme provided larger HR for both intermediate-risk (2.27; 95% CI, 1.32-3.91; P = 0.003) and high-risk (3.27; 95% CI, 1.42-7.55; P = 0.006) groups compared with ASCO intermediate-risk (1.58; 95% CI, 0.87-2.87; P = 0.1) and high-risk (2.24; 95% CI, 1.09-4.62; P = 0.03) groups. The QuantCRC-integrated risk groups remained prognostic in the subgroup of patients that did not receive any adjuvant chemotherapy. CONCLUSIONS Incorporation of QuantCRC into risk stratification provides a powerful predictor of RFS that has potential to guide subsequent treatment and surveillance for stage II MMRP colorectal cancers.
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Affiliation(s)
- Christina Wu
- Division of Medical Oncology, Department of Medicine, Mayo Clinic, Phoenix, Arizona, USA
| | - Reetesh K. Pai
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Heidi Kosiorek
- Department of Quantitative Health Sciences, Mayo Clinic, Phoenix, Arizona, USA
| | - Imon Banerjee
- Department of Radiology and Machine Intelligence in Medicine and Imaging Center (MI-2), Mayo Clinic Arizona, USA
| | - Ashlyn Pfeiffer
- Department of Pathology and Laboratory Medicine, Mayo Clinic, Scottsdale, Arizona, USA
| | - Catherine E. Hagen
- Department of Pathology and Laboratory Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Rondell P. Graham
- Department of Pathology and Laboratory Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Mohamad B. Sonbol
- Division of Medical Oncology, Department of Medicine, Mayo Clinic, Phoenix, Arizona, USA
| | - Tanios Bekaii-Saab
- Division of Medical Oncology, Department of Medicine, Mayo Clinic, Phoenix, Arizona, USA
| | - Hao Xie
- Division of Oncology, Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Frank A. Sinicrope
- Division of Oncology, Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA
- Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Bhavik Patel
- Department of Radiology and Machine Intelligence in Medicine and Imaging Center (MI-2), Mayo Clinic Arizona, USA
| | | | - Sameer Shivji
- Department of Pathology, Mount Sinai Hospital, Toronto, ON Canada
| | - James Conner
- Department of Pathology, Mount Sinai Hospital, Toronto, ON Canada
| | - Carol Swallow
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
- Department of Surgical Oncology, Princess Margaret Cancer Centre and Mount Sinai Hospital, Toronto, Ontario, Canada
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Paul Savage
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - David P. Cyr
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
- Department of Surgical Oncology, Princess Margaret Cancer Centre and Mount Sinai Hospital, Toronto, Ontario, Canada
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Richard Kirsch
- Department of Pathology, Mount Sinai Hospital, Toronto, ON Canada
| | - Rish K. Pai
- Department of Pathology and Laboratory Medicine, Mayo Clinic, Scottsdale, Arizona, USA
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21
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Rodriguez-Justo M. Outcome Prediction in Rectal Cancer Beyond the Current TNM System-An Unmet Need. Dis Colon Rectum 2024; 67:603-605. [PMID: 38147427 DOI: 10.1097/dcr.0000000000003127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2023]
Affiliation(s)
- Manuel Rodriguez-Justo
- Gastrointestinal Pathology, University College London Hospitals, London, United Kingdom
- Department of Oncopathology, Cancer Institute, University College London, United Kingdom
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22
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Bilić Z, Zovak M, Glavčić G, Mužina D, Ibukić A, Košec A, Tomas D, Demirović A. The Relationship between Tumor Budding and Tumor Deposits in Patients with Stage III Colorectal Carcinoma. J Clin Med 2024; 13:2583. [PMID: 38731112 PMCID: PMC11084198 DOI: 10.3390/jcm13092583] [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: 03/28/2024] [Revised: 04/25/2024] [Accepted: 04/25/2024] [Indexed: 05/13/2024] Open
Abstract
Background/Objectives: Recently, some new morphological features of colorectal cancer have been discovered as important prognostic factors; in this paper, we study the relationship between tumor budding (TB) and tumor deposits (TDs). Methods: The retrospective cohort study included 90 patients with pathohistologically confirmed stage III CRC who were treated with radical surgical resection. All hematoxylin and eosin (H and E)-stained slides from each patient were reviewed, and histological parameters were recorded. The samples were divided into two groups with similar sizes: a group without TDs (N = 51) and a control group with TDs (N = 39). The presence and TB grade were further analyzed in these groups and compared with other clinical and histological features. Results: The prevalence of TB in the investigated cohort was unexpectedly high (94.4%). Overall, there were 23 (25.6%) Bd1, 20 (22.2%) Bd2, and 47 (52.2%) Bd3 cases. The presence of TDs was significantly associated with a higher number of TB (p < 0.001, OR 16.3) and, consequently, with a higher TB grade (p = 0.004, OR 11.04). A higher TB grade (p = 0.001, HR 2.28; 95% CI 1.93-4.76) and a growing number of TDs (p = 0.014, HR 1.52; 95% CI 1.09-2.1) were statistically significantly associated with shorter survival. Conclusions: TDs appear more often in patients with higher TB grades in stage III CRC. A higher TB grade and a growing number of TDs were statistically significantly associated with shorter overall survival. These results could give additional emphasis to the importance of TB as an adverse prognostic factor since a strong relationship with TDs has been demonstrated.
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Affiliation(s)
- Zdenko Bilić
- Department of Surgery, Sestre Milosrdnice University Hospital Center, 10 000 Zagreb, Croatia; (Z.B.); (M.Z.); (G.G.); (D.M.); (A.I.)
| | - Mario Zovak
- Department of Surgery, Sestre Milosrdnice University Hospital Center, 10 000 Zagreb, Croatia; (Z.B.); (M.Z.); (G.G.); (D.M.); (A.I.)
- School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia; (A.K.); (D.T.)
- School of Dental Medicine, University of Zagreb, 10 000 Zagreb, Croatia
| | - Goran Glavčić
- Department of Surgery, Sestre Milosrdnice University Hospital Center, 10 000 Zagreb, Croatia; (Z.B.); (M.Z.); (G.G.); (D.M.); (A.I.)
| | - Dubravka Mužina
- Department of Surgery, Sestre Milosrdnice University Hospital Center, 10 000 Zagreb, Croatia; (Z.B.); (M.Z.); (G.G.); (D.M.); (A.I.)
| | - Amir Ibukić
- Department of Surgery, Sestre Milosrdnice University Hospital Center, 10 000 Zagreb, Croatia; (Z.B.); (M.Z.); (G.G.); (D.M.); (A.I.)
| | - Andro Košec
- School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia; (A.K.); (D.T.)
- Department of Otorhinolaryngology & Head and Neck Surgery, University Hospital Center Sestre Milosrdnice, 10 000 Zagreb, Croatia
| | - Davor Tomas
- School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia; (A.K.); (D.T.)
- Department of Pathology and Cytology, Sestre Milosrdnice University Hospital Center, 10 000 Zagreb, Croatia
| | - Alma Demirović
- School of Dental Medicine, University of Zagreb, 10 000 Zagreb, Croatia
- Department of Pathology and Cytology, Sestre Milosrdnice University Hospital Center, 10 000 Zagreb, Croatia
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23
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Pihlmann Kristensen M, Korsgaard U, Timm S, Hansen TF, Zlobec I, Hager H, Kjær-Frifeldt S. The prognostic value of tumor budding in a thoroughly characterized stage II colon cancer population in the context of a national screening program. Hum Pathol 2024; 146:15-22. [PMID: 38428823 DOI: 10.1016/j.humpath.2024.02.010] [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: 12/22/2023] [Revised: 02/20/2024] [Accepted: 02/26/2024] [Indexed: 03/03/2024]
Abstract
Tumor budding as a prognostic marker in colorectal cancer has not previously been investigated in a cohort of screened stage II colon cancer patients. We assessed the prognostic significance of tumor budding in a thoroughly characterized stage II colon cancer population comprising surgically resected patients in the Region of Southern Denmark from 2014 to 2016. Tumors were re-staged according to the 8th edition of UICC TNM Classification, undergoing detailed histopathological evaluation and tumor budding assessment following guidelines from the International Tumor Budding Consensus Conference. Prognostic evaluation utilized Kaplan-Meier curves, log-rank tests, and Cox proportional hazard models for time to recurrence (TTR), recurrence-free survival (RFS), and overall survival (OS). Out of 497 patients, 20% were diagnosed through the national colorectal cancer screening program. High-grade tumor budding (Bd3) was found in 19% of tumors and was associated with glandular subtype, perineural invasion, mismatch repair proficient tumors, and tumor recurrence (p < 0.001, p < 0.001, p = 0.045, and p = 0.007 respectively). In multivariable Cox regression, high-grade budding was a significant prognostic factor for TTR compared to low-grade (Bd3 HR 2.617; p = 0.007). An association between tumor budding groups and RFS was observed, and the difference was significant in univariable analysis for high-grade compared to low-grade tumor budding (Bd3 HR 1.461; p = 0.041). No significant differences were observed between tumor budding groups and OS. High-grade tumor budding is a predictor of recurrence in a screened population of patients with stage II colon cancer and should be considered a high-risk factor in a shared decision-making process when stratifying patients to adjuvant chemotherapy.
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Affiliation(s)
- Maria Pihlmann Kristensen
- Department of Pathology, Vejle Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark; Institute of Regional Health Research, University of Southern Denmark, 5230 Odense M, Denmark; Colorectal Cancer Center South, Vejle Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark.
| | - Ulrik Korsgaard
- Department of Pathology, Vejle Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark; Institute of Regional Health Research, University of Southern Denmark, 5230 Odense M, Denmark; Colorectal Cancer Center South, Vejle Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark
| | - Signe Timm
- Institute of Regional Health Research, University of Southern Denmark, 5230 Odense M, Denmark; Colorectal Cancer Center South, Vejle Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark; Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark
| | - Torben Frøstrup Hansen
- Institute of Regional Health Research, University of Southern Denmark, 5230 Odense M, Denmark; Colorectal Cancer Center South, Vejle Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark; Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark
| | - Inti Zlobec
- Institute of Tissue Medicine and Pathology, University of Bern, 3008 Bern, Switzerland
| | - Henrik Hager
- Department of Pathology, Vejle Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark; Institute of Regional Health Research, University of Southern Denmark, 5230 Odense M, Denmark; Colorectal Cancer Center South, Vejle Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark; Department of Pathology, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Sanne Kjær-Frifeldt
- Department of Pathology, Vejle Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark; Institute of Regional Health Research, University of Southern Denmark, 5230 Odense M, Denmark; Colorectal Cancer Center South, Vejle Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark
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24
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Pu H, Yang W, Liu M, Pang X, Chen Y, Xiong Q. Elevated postoperative carcinoembryonic antigen guides adjuvant chemotherapy for stage II colon cancer: a multicentre cohort retrospective study. Sci Rep 2024; 14:6889. [PMID: 38519578 PMCID: PMC10959926 DOI: 10.1038/s41598-024-55967-w] [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: 01/12/2024] [Accepted: 02/29/2024] [Indexed: 03/25/2024] Open
Abstract
Most clinical doctors rely on high-risk factors recommended by guidelines to decide whether to undergo adjuvant chemotherapy for stage II colon cancer. However, these high-risk factors do not include postoperative carcinoembryonic antigen (CEA). This study aims to explore the elevation of postoperative CEA as a risk factor, in addition to other high-risk factors, to guide adjuvant chemotherapy for patients with stage II colon cancer. A retrospective analysis was conducted on stage II colon cancer patients who underwent curative surgery at Yunnan Cancer Hospital and The Sixth Affiliated Hospital of Sun Yat-Sen University from April 2008 to January 2019. Patients were classified into three groups based on high-risk factors recommended by guidelines and postoperative CEA levels: low-risk with normal postoperative CEA, low-risk with elevated postoperative CEA and high-risk. COX regression analysis was used to identify independent prognostic factors affecting patients' recurrence free survival (RFS). The Kaplan-Meier method was used to create the patients' RFS curve. The restricted cubic spline (RCS) curve was used to assess the correlation between postoperative CEA and RFS on a continuous scale. Among 761 patients, there were 444 males (62.01%), with a median [IQR] age of 58.0 (18.0-88.0) years. A group of 425 high-risk patients had a 3-year RFS of 82.2% (95% CI 78.5-86.1%), while a group of 291 low-risk patients had a 3-year RFS of 89.7% (95% CI 86.1-93.5%). There was a statistically significant difference between the two groups (HR 1.83; 95% CI 1.22-2.74; P = 0.0067). Among them, the 3-year RFS of 261 low-risk patients with normal postoperative CEA was 93.6% (95% CI 90.5-96.8%), while the 3-year RFS of 30 low-risk patients with elevated postoperative CEA was 57.3% (95% CI 41.8-71.4%). There was a significant difference compared to the 3-year RFS of 425 high-risk patients (overall log-rank P < 0.0001). The multivariate analysis adjusted by the COX proportional hazards model showed that low-risk patients with elevated postoperative CEA patients (HR 14.95, 95% CI 4.51-49.63, P < 0.0001) was independently associated with a 3-year RFS. The restricted cubic spline model showed that in stage II colon cancer patients with tumor diameter > 1.955 ng/mL, the risk of postoperative recurrence increased with increasing postoperative CEA levels. Patients with elevated postoperative CEA levels have a significantly increased risk of recurrence. They should be included as high-risk factors to guide adjuvant chemotherapy for stage II colon cancer.
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Affiliation(s)
- Hongjiang Pu
- Department of Oncology, Dazhou Central Hospital, Dazhou, 635000, Sichuan, China
| | - Wei Yang
- Department of Oncology, Dazhou Central Hospital, Dazhou, 635000, Sichuan, China
| | - Mengmei Liu
- School of Public Health, Kunming Medical University, Kunming, 650000, China
| | - Xiaolin Pang
- Department of Radiotherapy, The Sixth Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510655, China
| | - Yaxue Chen
- Department of Nursing, Dazhou Vocational and Technical College, Dazhou, 635000, Sichuan, China
| | - Qiuxia Xiong
- Department of Clinical Laboratory, The First Affiliated Hospital of Kunming Medical University, Kunming, 650118, China.
- Yunnan Key Laboratory of Laboratory Medicine, Kunming, 650032, China.
- Yunnan Province Clinical Research Center for Laboratory Medicine, Kunming, 650032, China.
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25
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Kawamura I, Ohe R, Suzuki K, Kabasawa T, Kitaoka T, Takahara D, Kono M, Uchiyama N, Musha H, Futakuchi M, Motoi F. Neighboring macrophage-induced alteration in the phenotype of colorectal cancer cells in the tumor budding area. Cancer Cell Int 2024; 24:107. [PMID: 38486225 PMCID: PMC10938821 DOI: 10.1186/s12935-024-03292-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 03/06/2024] [Indexed: 03/18/2024] Open
Abstract
BACKGROUND A higher number of tumor buds in the invasive front of colorectal cancer (CRC) specimens has been shown to contribute to a poor prognosis in CRC patients. Because macrophages (Mφs) have been demonstrated to alter the phenotype of cancer cells, we hypothesized that the phenotype of CRC cells in the tumor budding (TB) area might be changed by the interaction between CRC cells and Mφs. METHODS We assessed the expression of topoisomerase 1 in CRC cells to estimate the acquisition of chemoresistance in CRC. To demonstrate the tumor-stromal interaction between CRC cells and Mφs, we assessed two histological findings, the number of Mφs per single CRC cell and the proximity between CRC cells and Mφs by histological spatial analysis using HALO software. RESULTS The expression levels of topoisomerase 1 in CRC cells were decreased in deeper areas, especially in the TB area, compared to the surface area. Our histological spatial analysis revealed that 2.6 Mφs located within 60 μm of a single CRC cell were required to alter the phenotype of the CRC cell. Double-immunofluorescence staining revealed that higher Mφs were positive for interleukin-6 (IL-6) in the TB area and that AE1/AE3-positive CRC cells were also positive for phospho-STAT3 (pSTAT3) in the TB area; thus, the IL-6 receptor (IL-6R)/STAT3 signaling pathway in CRC cells was upregulated by IL-6 derived from neighboring Mφs. CONCLUSION IL-6 secreted from the neighboring Mφs would alter the phenotype of CRC cells via IL-6R/STAT3 signaling pathway.
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Affiliation(s)
- Ichiro Kawamura
- Department of Surgery I, Yamagata University Faculty of Medicine, Yamagata, Japan
- Department of Pathology, Yamagata University Faculty of Medicine, 2-2-2 Iida-Nishi, Yamagata, 990-9585, Japan
| | - Rintaro Ohe
- Department of Pathology, Yamagata University Faculty of Medicine, 2-2-2 Iida-Nishi, Yamagata, 990-9585, Japan.
| | - Kazushi Suzuki
- Department of Pathology, Yamagata University Faculty of Medicine, 2-2-2 Iida-Nishi, Yamagata, 990-9585, Japan
| | - Takanobu Kabasawa
- Department of Pathology, Yamagata University Faculty of Medicine, 2-2-2 Iida-Nishi, Yamagata, 990-9585, Japan
| | - Takumi Kitaoka
- Department of Pathology, Yamagata University Faculty of Medicine, 2-2-2 Iida-Nishi, Yamagata, 990-9585, Japan
| | - Daiichiro Takahara
- Department of Pathology, Yamagata University Faculty of Medicine, 2-2-2 Iida-Nishi, Yamagata, 990-9585, Japan
- Department of Orthopedic Surgery, Yamagata University Faculty of Medicine, Yamagata, Japan
| | - Michihisa Kono
- Department of Surgery I, Yamagata University Faculty of Medicine, Yamagata, Japan
- Department of Pathology, Yamagata University Faculty of Medicine, 2-2-2 Iida-Nishi, Yamagata, 990-9585, Japan
| | - Naoya Uchiyama
- Department of Pathology, Yamagata University Faculty of Medicine, 2-2-2 Iida-Nishi, Yamagata, 990-9585, Japan
| | - Hiroaki Musha
- Department of Surgery I, Yamagata University Faculty of Medicine, Yamagata, Japan
| | - Mitsuru Futakuchi
- Department of Pathology, Yamagata University Faculty of Medicine, 2-2-2 Iida-Nishi, Yamagata, 990-9585, Japan
| | - Fuyuhiko Motoi
- Department of Surgery I, Yamagata University Faculty of Medicine, Yamagata, Japan
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26
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Cyr DP, Pun C, Shivji S, Mitrovic B, Duan K, Tomin R, Sari A, Brar A, Zerhouni S, Brar MS, Kennedy ED, Swallow CJ, Kirsch R, Conner JR. Tumor Budding Assessment in Colorectal Carcinoma: Normalization Revisited. Am J Surg Pathol 2024; 48:251-265. [PMID: 38108373 DOI: 10.1097/pas.0000000000002166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
Tumor budding (TB) is a powerful prognostic factor in colorectal cancer (CRC). An internationally standardized method for its assessment (International Tumor Budding Consensus Conference [ITBCC] method) has been adopted by most CRC pathology protocols. This method requires that TB counts are reported by field area (0.785 mm 2 ) rather than objective lens and a normalization factor is applied for this purpose. However, the validity of this approach is yet to be tested. We sought to validate the ITBCC method with a particular emphasis on normalization as a tool for standardization. In a cohort of 365 stage I-III CRC, both normalized and non-normalized TB were significantly associated with disease-specific survival and recurrence-free survival ( P <0.0001). Examining both 0.95 and 0.785 mm 2 field areas in a subset of patients (n=200), we found that normalization markedly overcorrects TB counts: Counts obtained in a 0.95 mm 2 hotspot field were reduced by an average of 17.5% following normalization compared with only 3.8% when counts were performed in an actual 0.785 mm 2 field. This resulted in 45 (11.3%) cases being downgraded using ITBCC grading criteria following normalization, compared with only 5 cases (1.3%, P =0.0007) downgraded when a true 0.785 mm 2 field was examined. In summary, the prognostic value of TB was retained regardless of whether TB counts in a 0.95 mm 2 field were normalized. Normalization resulted in overcorrecting TB counts with consequent downgrading of most borderline cases. This has implications for risk stratification and adjuvant treatment decisions, and suggests the need to re-evaluate the role of normalization in TB assessment.
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Affiliation(s)
- David P Cyr
- Lunenfeld-Tanenbaum Research Institute
- Institute of Medical Science
- Department of Surgery, Division of General Surgery, University of Toronto
- Department of Surgical Oncology, Princess Margaret Cancer Centre and Sinai Health System
| | - Cherry Pun
- Department of Pathology and Laboratory Medicine, Sinai Health System
- Department of Laboratory Medicine Pathobiology, University of Toronto
| | - Sameer Shivji
- Department of Pathology and Laboratory Medicine, Sinai Health System
| | - Bojana Mitrovic
- Department of Pathology and Laboratory Medicine, Health Sciences North, Sudbury, ON, Canada
| | - Kai Duan
- Department of Laboratory Medicine Pathobiology, University of Toronto
- Laboratory Medicine Program, University Health Network, Toronto
| | - Rossi Tomin
- Department of Pathology and Laboratory Medicine, Sinai Health System
| | - Aysegul Sari
- Department of Pathology, Izmir Katip Celebi University Ataturk Training and Research Hospital, Izmir, Turkey
| | - Amanpreet Brar
- Department of Surgery, Division of General Surgery, University of Toronto
| | - Siham Zerhouni
- Department of Surgery, Division of General Surgery, University of Toronto
- Department of Surgical Oncology, Princess Margaret Cancer Centre and Sinai Health System
| | - Mantaj S Brar
- Department of Surgery, Division of General Surgery, University of Toronto
| | - Erin D Kennedy
- Department of Surgery, Division of General Surgery, University of Toronto
- Department of Surgical Oncology, Princess Margaret Cancer Centre and Sinai Health System
| | - Carol J Swallow
- Lunenfeld-Tanenbaum Research Institute
- Institute of Medical Science
- Department of Surgery, Division of General Surgery, University of Toronto
- Department of Surgical Oncology, Princess Margaret Cancer Centre and Sinai Health System
| | - Richard Kirsch
- Lunenfeld-Tanenbaum Research Institute
- Department of Pathology and Laboratory Medicine, Sinai Health System
- Department of Laboratory Medicine Pathobiology, University of Toronto
| | - James R Conner
- Lunenfeld-Tanenbaum Research Institute
- Department of Pathology and Laboratory Medicine, Sinai Health System
- Department of Laboratory Medicine Pathobiology, University of Toronto
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27
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Ma J, Chen K, Li S, Zhu L, Yu Y, Li J, Ma J, Ouyang J, Wu Z, Tan Y, He Z, Liu H, Pan Z, Li H, Liu Q, Song E. MRI-based radiomic models to predict surgical margin status and infer tumor immune microenvironment in breast cancer patients with breast-conserving surgery: a multicenter validation study. Eur Radiol 2024; 34:1774-1789. [PMID: 37658888 DOI: 10.1007/s00330-023-10144-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 05/18/2023] [Accepted: 07/08/2023] [Indexed: 09/05/2023]
Abstract
OBJECTIVES Accurate preoperative estimation of the risk of breast-conserving surgery (BCS) resection margin positivity would be beneficial to surgical planning. In this multicenter validation study, we developed an MRI-based radiomic model to predict the surgical margin status. METHODS We retrospectively collected preoperative breast MRI of patients undergoing BCS from three hospitals (SYMH, n = 296; SYSUCC, n = 131; TSPH, n = 143). Radiomic-based model for risk prediction of the margin positivity was trained on the SYMH patients (7:3 ratio split for the training and testing cohorts), and externally validated in the SYSUCC and TSPH cohorts. The model was able to stratify patients into different subgroups with varied risk of margin positivity. Moreover, we used the immune-radiomic models and epithelial-mesenchymal transition (EMT) signature to infer the distribution patterns of immune cells and tumor cell EMT status under different marginal status. RESULTS The AUCs of the radiomic-based model were 0.78 (0.66-0.90), 0.88 (0.79-0.96), and 0.76 (0.68-0.84) in the testing cohort and two external validation cohorts, respectively. The actual margin positivity rates ranged between 0-10% and 27.3-87.2% in low-risk and high-risk subgroups, respectively. Positive surgical margin was associated with higher levels of EMT and B cell infiltration in the tumor area, as well as the enrichment of B cells, immature dendritic cells, and neutrophil infiltration in the peritumoral area. CONCLUSIONS This MRI-based predictive model can be used as a reliable tool to predict the risk of margin positivity of BCS. Tumor immune-microenvironment alteration was associated with surgical margin status. CLINICAL RELEVANCE STATEMENT This study can assist the pre-operative planning of BCS. Further research on the tumor immune microenvironment of different resection margin states is expected to develop new margin evaluation indicators and decipher the internal mechanism. KEY POINTS • The MRI-based radiomic prediction model (CSS model) incorporating features extracted from multiple sequences and segments could estimate the margin positivity risk of breast-conserving surgery. • The radiomic score of the CSS model allows risk stratification of patients undergoing breast-conserving surgery, which could assist in surgical planning. • With the help of MRI-based radiomics to estimate the components of the immune microenvironment, for the first time, it is found that the margin status of breast-conserving surgery is associated with the infiltration of immune cells in the microenvironment and the EMT status of breast tumor cells.
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Affiliation(s)
- Jiafan Ma
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China
- Breast Tumor Center, Yat-sen Breast Tumor Hospital, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Kai Chen
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China
- Breast Tumor Center, Yat-sen Breast Tumor Hospital, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
- Artificial Intelligence Lab, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Shunrong Li
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China
- Breast Tumor Center, Yat-sen Breast Tumor Hospital, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Liling Zhu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China
- Breast Tumor Center, Yat-sen Breast Tumor Hospital, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Yunfang Yu
- Department of Medical Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Jingwu Li
- Department of Breast Surgery, Tangshan People's Hospital, Tangshan, 063001, Hebei, China
| | - Jie Ma
- Department of Breast Surgery, Tangshan People's Hospital, Tangshan, 063001, Hebei, China
| | - Jie Ouyang
- Department of Breast Surgery, Tungwah Hospital, Sun Yat-sen University, Dongguan, 523413, China
| | - Zhuo Wu
- Artificial Intelligence Lab, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
- Department of Radiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Yujie Tan
- Department of Medical Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Zifan He
- Department of Medical Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Haiqing Liu
- Department of Radiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Zhilong Pan
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China
- Breast Tumor Center, Yat-sen Breast Tumor Hospital, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Haojiang Li
- Department of Radiology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, Guangdong, China.
| | - Qiang Liu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China.
- Breast Tumor Center, Yat-sen Breast Tumor Hospital, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China.
| | - Erwei Song
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China.
- Breast Tumor Center, Yat-sen Breast Tumor Hospital, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China.
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28
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Liang W, Jie H, Xie H, Zhou Y, Li W, Huang L, Liang Z, Liu H, Zheng X, Zeng Z, Kang L. High KRT17 expression in tumour budding indicates immunologically 'hot' tumour budding and predicts good survival in patients with colorectal cancer. Clin Transl Immunology 2024; 13:e1495. [PMID: 38433762 PMCID: PMC10903186 DOI: 10.1002/cti2.1495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Revised: 02/07/2024] [Accepted: 02/18/2024] [Indexed: 03/05/2024] Open
Abstract
Objectives Emerging evidence has demonstrated that tumour budding (TB) is negatively associated with T-lymphocyte infiltration in CRC. Despite extensive research, the molecular characteristics of immunologically 'hot' TB remain poorly understood. Methods We quantified the number of TB by haematoxylin-eosin (H&E) sections and the densities of CD3+ and CD8+ T-lymphocytes by immunohistochemistry in a CRC cohort of 351 cases who underwent curative resection. We analysed the differential expression and T-lymphocyte infiltration score of 37 human epithelial keratins in CRC using RNA sequencing from the TCGA dataset. In 278 TB-positive cases, KRT17 expression was evaluated in tumour centre (TC) and TB with a staining score. Patient demographic, clinicopathological features and survival rates were analysed. Results In a CRC cohort of 351 cases, low-grade TB was associated with high CD3+ and CD8+ T-cell densities in the invasive margin (IM) but not in the TC. Of 37 human epithelial keratins, only KRT17 expression in TB had an apparent association with TB-grade and T-lymphocyte infiltration. In 278 TB-positive cases, high KRT17 expression in TB (KRT17TB) was negatively associated with low-grade TB and positively associated with high CD3+ and CD8+ T-cell densities in IM. High KRT17TB predicted early tumour grade, absence of lymph node metastasis and absence of tumour deposits. Additionally, patients with high KRT17TB had good overall survival and disease-free survival. Notably, low KRT17TB can specifically identify those patients with a poor prognosis among colorectal cancer patients with low TB and high T-lymphocyte infiltration. Conclusions KRT17 can be employed as a new indicator for distinguishing different immunological TBs.
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Affiliation(s)
- Wenfeng Liang
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Biomedical Innovation Center, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Haiqing Jie
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Biomedical Innovation Center, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Hao Xie
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Biomedical Innovation Center, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Yebohao Zhou
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Biomedical Innovation Center, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Wenxin Li
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Biomedical Innovation Center, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Liang Huang
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Biomedical Innovation Center, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Zhenxing Liang
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Biomedical Innovation Center, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Huashan Liu
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Biomedical Innovation Center, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Xiaobin Zheng
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Biomedical Innovation Center, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Ziwei Zeng
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Biomedical Innovation Center, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Liang Kang
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
- Biomedical Innovation Center, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
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Luo YH, Yan ZC, Liu JY, Li XY, Yang M, Fan J, Huang B, Ma CG, Chang XN, Nie X. Association of tumor budding with clinicopathological features and prognostic value in stage III-IV colorectal cancer. World J Gastroenterol 2024; 30:158-169. [PMID: 38312121 PMCID: PMC10835523 DOI: 10.3748/wjg.v30.i2.158] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 11/23/2023] [Accepted: 12/14/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND Tumor budding (TB) has emerged as a promising independent prognostic biomarker in colorectal cancer (CRC). The prognostic role of TB has been extensively studied and currently affects clinical decision making in patients with stage I and II CRC. However, existing prognostic studies on TB in stage III CRC have been confined to small retrospective cohort studies. Consequently, this study investigated the correlation among TB categories, clinicopathological features, and prognosis in stage III-IV CRC to further enhance the precision and individualization of treatment through refined prognostic risk stratification. AIM To analyze the relationship between TB categories and clinicopathological characteristics and assess their prognostic value in stage III-IV CRC to further refine the prognostic risk stratification of stage III-IV CRC. METHODS The clinical data of 547 CRC patients were collected for this retrospective study. Infiltration at the front edge of the tumor buds was counted according to the 2016 International Tumor Budding Consensus Conference guidelines. RESULTS Multivariate Cox proportional hazards regression analysis demonstrated that chemotherapy (P = 0.004), clinical stage IV (P < 0.001), ≥ 4 regional lymph node metastases (P = 0.004), left-sided colonic cancer (P = 0.040), and Bd 2-3 (P = 0.002) were independent prognostic factors in patients with stage III-IV CRC. Moreover, the density of tumor infiltrating lymphocytes was higher in Bd 1 than in Bd 2-3, both in the tumor stroma and its invasive margin. CONCLUSION TB has an independent predictive prognostic value in patients with stage III-IV CRC. It is recommended to complete the TB report of stage III-IV CRC cases in the standardized pathological report to further refine risk stratification.
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Affiliation(s)
- Yue-Hao Luo
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Zhe-Cheng Yan
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Jia-Ying Liu
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Xin-Yi Li
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Ming Yang
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Jun Fan
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Bo Huang
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Cheng-Gong Ma
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Xiao-Na Chang
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Xiu Nie
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
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Xie H, Zeng Z, Hou Y, Ye F, Cai T, Cai Y, Xiong L, Li W, Liu Z, Liang Z, Luo S, Zheng X, Huang L, Liu H, Kang L. Effects of tumour budding on adjuvant chemotherapy in colorectal cancer. BJS Open 2024; 8:zrad115. [PMID: 38190579 PMCID: PMC10773627 DOI: 10.1093/bjsopen/zrad115] [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: 06/13/2023] [Revised: 08/07/2023] [Accepted: 09/19/2023] [Indexed: 01/10/2024] Open
Abstract
BACKGROUND High tumour budding has been indicated as a risk factor of poor survival in colorectal cancer. This study aimed to investigate the impact of tumour budding grades and the use of adjuvant chemotherapy on prognosis in patients with colorectal cancer. METHODS This study included consecutive colorectal cancer patients who underwent radical surgery for primary colorectal adenocarcinoma at The Sixth Hospital of Sun Yat-sen University between 2009 and 2019. Tumour budding was assessed based on the recommendations of the International Tumor Budding Consensus Conference using haematoxylin and eosin (H&E)-stained slides with tumour samples. The primary outcome of interest was to correlate tumour budding with disease-free survival and overall survival; the secondary outcome was investigation of the impact of adjuvant therapy on different tumour budding grades. In addition, a subgroup analysis was performed for the effects of lymphocytic infiltration on adjuvant chemotherapy in patients with Bd3. RESULTS Of 709 eligible patients, 412 with colorectal cancer were included. According to the International Tumor Budding Consensus Conference, 210 (50.9 per cent), 127 (30.8 per cent) and 75 (18.2 per cent) were classified as low budding (Bd1), intermediate budding (Bd2) and high budding (Bd3) respectively. Patients with Bd1, Bd2 and Bd3 had 5-year disease-free survival rates of 82.9 per cent, 70.1 per cent and 49.3 per cent respectively, and 5-year overall survival rates of 90 per cent, 79.5 per cent and 62.7 per cent respectively (P <0.001). Adjuvant chemotherapy yielded a significant survival benefit in patients with Bd3 (5-year disease-free survival, 65 per cent versus 31.4 per cent, P <0.001; 5-year overall survival, 84.4 per cent versus 63.1 per cent, P <0.001), but not in those with Bd1 or Bd2. In patients with Bd3, the benefit of adjuvant chemotherapy was maintained in those with low, but not high lymphocytic infiltration. CONCLUSION High grade of tumour budding was strongly correlated with poorer survival outcomes in colorectal cancer. Patients with Bd3 benefited from adjuvant chemotherapy, with the exclusion of patients with high lymphocytic infiltration.
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Affiliation(s)
- Hao Xie
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Ziwei Zeng
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yujie Hou
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Fujin Ye
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Tanxing Cai
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yonghua Cai
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Li Xiong
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Wenxin Li
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zhanzhen Liu
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zhenxing Liang
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Shuangling Luo
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xiaobin Zheng
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Liang Huang
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Huashan Liu
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Liang Kang
- Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
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Wang W, Yun B, Hoyle RG, Ma Z, Zaman SU, Xiong G, Yi C, Xie N, Zhang M, Liu X, Bandyopadhyay D, Li J, Wang C. CYTOR Facilitates Formation of FOSL1 Phase Separation and Super Enhancers to Drive Metastasis of Tumor Budding Cells in Head and Neck Squamous Cell Carcinoma. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2305002. [PMID: 38032139 PMCID: PMC10811474 DOI: 10.1002/advs.202305002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 10/31/2023] [Indexed: 12/01/2023]
Abstract
Tumor budding (TB) is a small tumor cell cluster with highly aggressive behavior located ahead of the invasive tumor front. However, the molecular and biological characteristics of TB and the regulatory mechanisms governing TB phenotypes remain unclear. This study reveals that TB exhibits a particular dynamic gene signature with stemness and partial epithelial-mesenchymal transition (p-EMT). Importantly, nuclear expression of CYTOR is identified to be the key regulator governing stemness and the p-EMT phenotype of TB cells, and targeting CYTOR significantly inhibits TB formation, tumor growth and lymph node metastasis in head and neck squamous cell carcinoma (HNSCC). Mechanistically, CYTOR promotes tumorigenicity and metastasis of TB cells by facilitating the formation of FOSL1 phase-separated condensates to establish FOSL1-dependent super enhancers (SEs). Depletion of CYTOR leads to the disruption of FOSL1-dependent SEs, which results in the inactivation of cancer stemness and pro-metastatic genes. In turn, activation of FOSL1 promotes the transcription of CYTOR. These findings indicate that CYTOR is a super-lncRNA that controls the stemness and metastasis of TB cells through facilitating the formation of FOSL1 phase separation and SEs, which may be an attractive target for therapeutic interventions in HNSCC.
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Affiliation(s)
- Wenjin Wang
- Hospital of StomatologySun Yat‐sen UniversityGuangzhou510055China
- Guangdong Provincial Key Laboratory of StomatologyGuangzhou510080China
- Guanghua School of StomatologySun Yat‐sen UniversityGuangzhou510055China
| | - Bokai Yun
- Hospital of StomatologySun Yat‐sen UniversityGuangzhou510055China
- Guangdong Provincial Key Laboratory of StomatologyGuangzhou510080China
- Guanghua School of StomatologySun Yat‐sen UniversityGuangzhou510055China
| | - Rosalie G Hoyle
- Department of Medicinal ChemistrySchool of PharmacyVirginia Commonwealth UniversityRichmondVA23298‐0540USA
| | - Zhikun Ma
- Department of Medicinal ChemistrySchool of PharmacyVirginia Commonwealth UniversityRichmondVA23298‐0540USA
| | - Shadid Uz Zaman
- Department of Medicinal ChemistrySchool of PharmacyVirginia Commonwealth UniversityRichmondVA23298‐0540USA
| | - Gan Xiong
- Hospital of StomatologySun Yat‐sen UniversityGuangzhou510055China
- Guangdong Provincial Key Laboratory of StomatologyGuangzhou510080China
- Guanghua School of StomatologySun Yat‐sen UniversityGuangzhou510055China
| | - Chen Yi
- Hospital of StomatologySun Yat‐sen UniversityGuangzhou510055China
- Guangdong Provincial Key Laboratory of StomatologyGuangzhou510080China
- Guanghua School of StomatologySun Yat‐sen UniversityGuangzhou510055China
| | - Nan Xie
- Hospital of StomatologySun Yat‐sen UniversityGuangzhou510055China
- Guangdong Provincial Key Laboratory of StomatologyGuangzhou510080China
- Guanghua School of StomatologySun Yat‐sen UniversityGuangzhou510055China
| | - Ming Zhang
- Hospital of StomatologySun Yat‐sen UniversityGuangzhou510055China
- Guangdong Provincial Key Laboratory of StomatologyGuangzhou510080China
- Guanghua School of StomatologySun Yat‐sen UniversityGuangzhou510055China
| | - Xiqiang Liu
- Department of Oral and Maxillofacial SurgeryNanfang Hospital, Southern Medical UniversityGuangzhou510515China
| | - Dipankar Bandyopadhyay
- Department of BiostatisticsSchool of MedicineVirginia Commonwealth UniversityRichmondVA23298‐0540USA
- Massey Cancer CenterVirginia Commonwealth UniversityRichmondVA23298‐0540USA
| | - Jiong Li
- Department of Medicinal ChemistrySchool of PharmacyVirginia Commonwealth UniversityRichmondVA23298‐0540USA
- Massey Cancer CenterVirginia Commonwealth UniversityRichmondVA23298‐0540USA
- Department of Oral and Craniofacial Molecular BiologySchool of DentistryVirginia Commonwealth UniversityRichmondVA23298‐0540USA
- Philips Institute for Oral Health ResearchSchool of DentistryVirginia Commonwealth UniversityRichmondVA23298‐0540USA
| | - Cheng Wang
- Hospital of StomatologySun Yat‐sen UniversityGuangzhou510055China
- Guangdong Provincial Key Laboratory of StomatologyGuangzhou510080China
- Guanghua School of StomatologySun Yat‐sen UniversityGuangzhou510055China
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Sano S, Akiyoshi T, Yamamoto N, Hiyoshi Y, Mukai T, Yamaguchi T, Nagasaki T, Taketomi A, Fukunaga Y, Kawachi H. Intratumoral Budding and CD8-Positive T-cell Density in Pretreatment Biopsies as a Predictor of Response to Neoadjuvant Chemoradiotherapy in Advanced Rectal Cancer. Clin Colorectal Cancer 2023; 22:411-420.e1. [PMID: 37516615 DOI: 10.1016/j.clcc.2023.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Revised: 07/17/2023] [Accepted: 07/18/2023] [Indexed: 07/31/2023]
Abstract
BACKGROUND Neoadjuvant chemoradiotherapy (CRT) is the standard treatment for advanced rectal cancer. Yet, the response to CRT varies from complete response to zero tumor regression. MATERIALS AND METHODS The impact of intratumoral budding (ITB) and intratumoral CD8+ cell density on response to CRT and survival were evaluated in biopsy samples from 266 patients with advanced rectal cancer who were treated with long-course neoadjuvant CRT. The expression of epithelial-mesenchymal transition (EMT) markers was compared between patients with high and low ITB, using data from 174 patients with RNA sequencing. RESULTS High ITB was observed in 62 patients (23.3%). There was no association between ITB and CD8+ cell density. The multivariable logistic regression analysis showed that high CD8+ cell density (OR, 2.69; 95% CI, 1.45-4.98; P = .002) was associated with good response to CRT, whereas high ITB (OR, 0.33; 95% CI, 0.14-0.80; P = .014) was associated with poor response. Multivariable Cox regression analysis for survival showed that high CD8+ cell density was associated with better recurrence-free survival (HR, 0.41; 95% CI, 0.24-0.72; P = .002) and overall survival (HR, 0.36; 95% CI, 0.17-0.74; P = .005), but significance values for ITB were marginal (P = .104 for recurrence-free survival and P = .163 for overall survival). The expression of EMT-related genes was not significantly different between patients with high and low ITB. CONCLUSION ITB and CD8+ cell density in biopsy samples may serve as useful biomarkers to predict therapy response in patients with rectal cancer treated with neoadjuvant CRT.
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Affiliation(s)
- Shuhei Sano
- Department of Colorectal Surgery, Gastroenterological Center, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Takashi Akiyoshi
- Department of Colorectal Surgery, Gastroenterological Center, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan.
| | - Noriko Yamamoto
- Division of Pathology, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yukiharu Hiyoshi
- Department of Colorectal Surgery, Gastroenterological Center, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Toshiki Mukai
- Department of Colorectal Surgery, Gastroenterological Center, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Tomohiro Yamaguchi
- Department of Colorectal Surgery, Gastroenterological Center, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Toshiya Nagasaki
- Department of Colorectal Surgery, Gastroenterological Center, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Akinobu Taketomi
- Department of Gastroenterological Surgery I, Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Yosuke Fukunaga
- Department of Colorectal Surgery, Gastroenterological Center, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Hiroshi Kawachi
- Division of Pathology, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
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Silva DJ, Miranda G, Amaro T, Salgado M, Mesquita A. Prognostic Value of Tumor Budding for Early Breast Cancer. Biomedicines 2023; 11:2906. [PMID: 38001907 PMCID: PMC10669365 DOI: 10.3390/biomedicines11112906] [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: 09/13/2023] [Revised: 10/22/2023] [Accepted: 10/25/2023] [Indexed: 11/26/2023] Open
Abstract
BACKGROUND Tumor budding (TB) is a dynamic process associated with the epithelial-mesenchymal transition and a well-established prognostic biomarker for colorectal cancer. As part of the tumor microenvironment, tumor buds demonstrate increased cell motility and invasiveness. Current evidence demonstrates that high levels of TB correlate with disease progression and worst outcomes across different solid tumors. Our work aims to demonstrate the clinical applicability of TB analysis and its utility as a prognostic factor for patients with early breast cancer (EBC). METHODS Retrospective, single-center, observational study, enrolling patients with EBC diagnosed in a Portuguese hospital between 2014 and 2015. TB classification was performed according to the International Tumor Budding Conference 2016 guidelines. RESULTS A statistically significant relation was found between higher TB score and aggressive clinicopathological features (angiolymphatic/perineural invasion-p < 0.001; tumor size-p = 0.012; nuclear grading-p < 0.001; and Ki-67 index-p = 0.011), higher number of relapses (p < 0.001), and short disease-free survival (DFS) (p < 0.001). CONCLUSION We demonstrate that high TB correlates with shorter DFS and aggressive clinicopathological features used in daily practice to decide on the benefit of chemotherapy for EBC. TB represents a needed prognostic biomarker for EBC, comprising a new factor to be considered in the adjuvant decision-making process by identifying patients at a high risk of relapse and with higher benefit on treatment intensification. Clinical trials incorporating TB are needed to validate its prognostic impact.
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Affiliation(s)
- Diogo J. Silva
- Hospital Pedro Hispano, Local Health Unity of Matosinhos, 4464-513 Matosinhos, Portugal (M.S.); (A.M.)
- Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal
| | - Gonçalo Miranda
- Hospital Pedro Hispano, Local Health Unity of Matosinhos, 4464-513 Matosinhos, Portugal (M.S.); (A.M.)
| | - Teresina Amaro
- Hospital Pedro Hispano, Local Health Unity of Matosinhos, 4464-513 Matosinhos, Portugal (M.S.); (A.M.)
| | - Matilde Salgado
- Hospital Pedro Hispano, Local Health Unity of Matosinhos, 4464-513 Matosinhos, Portugal (M.S.); (A.M.)
| | - Alexandra Mesquita
- Hospital Pedro Hispano, Local Health Unity of Matosinhos, 4464-513 Matosinhos, Portugal (M.S.); (A.M.)
- Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal
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Liu W, Wang W, Zhang H, Guo M, Xu Y, Liu X. Development and Validation of Multi-Omics Thymoma Risk Classification Model Based on Transfer Learning. J Digit Imaging 2023; 36:2015-2024. [PMID: 37268842 PMCID: PMC10501978 DOI: 10.1007/s10278-023-00855-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 05/17/2023] [Accepted: 05/19/2023] [Indexed: 06/04/2023] Open
Abstract
The paper aims to develop prediction model that integrates clinical, radiomics, and deep features using transfer learning to stratifying between high and low risk of thymoma. Our study enrolled 150 patients with thymoma (76 low-risk and 74 high-risk) who underwent surgical resection and pathologically confirmed in Shengjing Hospital of China Medical University from January 2018 to December 2020. The training cohort consisted of 120 patients (80%) and the test cohort consisted of 30 patients (20%). The 2590 radiomics and 192 deep features from non-enhanced, arterial, and venous phase CT images were extracted and ANOVA, Pearson correlation coefficient, PCA, and LASSO were used to select the most significant features. A fusion model that integrated clinical, radiomics, and deep features was developed with SVM classifiers to predict the risk level of thymoma, and accuracy, sensitivity, specificity, ROC curves, and AUC were applied to evaluate the classification model. In both the training and test cohorts, the fusion model demonstrated better performance in stratifying high and low risk of thymoma. It had AUCs of 0.99 and 0.95, and an accuracy of 0.93 and 0.83, respectively. This was compared to the clinical model (AUCs of 0.70 and 0.51, accuracy of 0.68 and 0.47), the radiomics model (AUCs of 0.97 and 0.82, accuracy of 0.93 and 0.80), and the deep model (AUCs of 0.94 and 0.85, accuracy of 0.88 and 0.80). The fusion model integrating clinical, radiomics and deep features based on transfer learning was efficient for noninvasively stratifying high risk and low risk of thymoma. The models could help to determine surgery strategy for thymoma cancer.
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Affiliation(s)
- Wei Liu
- School of Health Management, China Medical University, Shenyang, China
| | - Wei Wang
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Hanyi Zhang
- Department of Radiology, Liaoning Cancer Hospital and Institute, Shenyang, China
| | - Miaoran Guo
- Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Yingxin Xu
- School of Health Management, China Medical University, Shenyang, China
| | - Xiaoqi Liu
- School of Health Management, China Medical University, Shenyang, China
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Maqbool M, Khan A, Shahzad A, Sarfraz Z, Sarfraz A, Aftab H, Jaan A. Predictive biomarkers for colorectal cancer: a state-of-the-art systematic review. Biomarkers 2023; 28:562-598. [PMID: 37585692 DOI: 10.1080/1354750x.2023.2247185] [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: 04/06/2023] [Accepted: 08/06/2023] [Indexed: 08/18/2023]
Abstract
INTRODUCTION Colorectal cancer (CRC) poses a substantial health burden, with early detection paramount for improved prognosis. This study aims to evaluate potential CRC biomarkers and detection techniques. MATERIALS AND METHODS This systematic review, reported in adherence to PRISMA Statement 2020 guidelines, collates the latest research on potential biomarkers and detection/prognosis methods for CRC, spanning the last decade. RESULTS Out of the 38 included studies, diverse biomarkers and detection methods emerged, with DNA methylation markers like SFRP2 and SDC2, microRNAs including miR-1290, miR-506, and miR-4316, and serum and plasma markers such as NTS levels and U2 snRNA fragments standing out. Methylated cfDNA and m5C methylation alteration in immune cells of the blood, along with circular RNA, showed promise as diagnostic markers. Meanwhile, techniques involving extracellular vesicles and lateral flow immunoassays exhibited potential for swift and effective CRC screening. DISCUSSION Our state-of-the-art review identifies potential biomarkers, including SFRP2, SDC2, miR-1290, miR-506, miR-4316, and U2 snRNA fragments, with significant potential in enhancing CRC detection. However, comprehensive validation studies and a rigorous evaluation of clinical utility and cost-effectiveness remain necessary before integration into routine clinical practice. CONCLUSION The findings emphasize the need for continued research into biomarkers and detection methods to improve patient outcomes.
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Affiliation(s)
- Moeez Maqbool
- Sheikh Zayed Medical College, Rahim Yar Khan, Pakistan
| | - Aden Khan
- Fatima Jinnah Medical University, Lahore, Pakistan
| | | | | | | | - Hinna Aftab
- CMH Lahore Medical and Dental College, Lahore, Pakistan
| | - Ali Jaan
- Rochester General Hospital, Rochester, NY, USA
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Haddad TS, van den Dobbelsteen L, Öztürk SK, Geene R, Nijman IJ, Verrijp K, Jamieson NB, Wood C, van Vliet S, Reuvers L, Achouiti S, Rutgers N, Brouwer N, Simmer F, Zlobec I, Lugli A, Nagtegaal ID. Pseudobudding: ruptured glands do not represent true tumor buds. J Pathol 2023; 261:19-27. [PMID: 37403270 DOI: 10.1002/path.6146] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 04/20/2023] [Accepted: 05/23/2023] [Indexed: 07/06/2023]
Abstract
Tumor budding (TB) is a strong biomarker of poor prognosis in colorectal cancer and other solid cancers. TB is defined as isolated single cancer cells or clusters of up to four cancer cells at the invasive tumor front. In areas with a large inflammatory response at the invasive front, single cells and cell clusters surrounding fragmented glands are observed appearing like TB. Occurrence of these small groups is referred to as pseudobudding (PsB), which arises due to external influences such as inflammation and glandular disruption. Using a combination of orthogonal approaches, we show that there are clear biological differences between TB and PsB. TB is representative of active invasion by presenting features of epithelial-mesenchymal transition and exhibiting increased deposition of extracellular matrix within the surrounding tumor microenvironment (TME), whereas PsB represents a reactive response to heavy inflammation where increased levels of granulocytes within the surrounding TME are observed. Our study provides evidence that areas with a strong inflammatory reaction should be avoided in the routine diagnostic assessment of TB. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
| | | | - Sonay K Öztürk
- Radboud University Medical Center, Nijmegen, The Netherlands
| | - Robin Geene
- USEQ, CMM, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Isaäc J Nijman
- USEQ, CMM, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Kiek Verrijp
- Radboud University Medical Center, Nijmegen, The Netherlands
| | - Nigel B Jamieson
- University of Glasgow, Wolfson Wohl Cancer Research Centre, School of Cancer Sciences, Glasgow, UK
| | - Colin Wood
- University of Glasgow, Wolfson Wohl Cancer Research Centre, School of Cancer Sciences, Glasgow, UK
| | | | - Luuk Reuvers
- Radboud University Medical Center, Nijmegen, The Netherlands
| | - Soumia Achouiti
- Radboud University Medical Center, Nijmegen, The Netherlands
| | - Natasja Rutgers
- Radboud University Medical Center, Nijmegen, The Netherlands
| | - Nelleke Brouwer
- Radboud University Medical Center, Nijmegen, The Netherlands
| | - Femke Simmer
- Radboud University Medical Center, Nijmegen, The Netherlands
| | - Inti Zlobec
- Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland
| | - Alessandro Lugli
- Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland
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Su CY, Wu A, Dong Z, Miller CP, Suarez A, Ewald AJ, Ahn EH, Kim DH. Tumor stromal topography promotes chemoresistance in migrating breast cancer cell clusters. Biomaterials 2023; 298:122128. [PMID: 37121102 PMCID: PMC10291492 DOI: 10.1016/j.biomaterials.2023.122128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 03/30/2023] [Accepted: 04/15/2023] [Indexed: 05/02/2023]
Abstract
Multicellular clustering provides cancer cells with survival advantages and facilitates metastasis. At the tumor migration front, cancer cell clusters are surrounded by an aligned stromal topography. It remains unknown whether aligned stromal topography regulates the resistance of migrating cancer cell clusters to therapeutics. Using a hybrid nanopatterned model to characterize breast cancer cell clusters at the migration front with aligned stromal topography, we demonstrate that topography-induced migrating cancer cell clusters exhibit upregulated cytochrome P450 family 1 (CYP1) drug metabolism and downregulated glycolysis gene signatures, which correlates with unfavorable prognosis. Screening on approved oncology drugs shows that cancer cell clusters on aligned stromal topography are more resistant to diverse chemotherapeutics. Full-dose drug testings further indicate that topography induces drug resistance of hormone receptor-positive breast cancer cell clusters to doxorubicin and tamoxifen and triple-negative breast cancer cell clusters to doxorubicin by activating the aryl hydrocarbon receptor (AhR)/CYP1 pathways. Inhibiting the AhR/CYP1 pathway restores reactive oxygen species-mediated drug sensitivity to migrating cancer cell clusters, suggesting a plausible therapeutic direction for preventing metastatic recurrence.
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Affiliation(s)
- Chia-Yi Su
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States
| | - Alex Wu
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States
| | - Zhipeng Dong
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD, United States
| | - Chris P Miller
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, United States
| | - Allister Suarez
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States
| | - Andrew J Ewald
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States; Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, United States; Department of Cell Biology and Center for Cell Dynamics, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Eun Hyun Ahn
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States.
| | - Deok-Ho Kim
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States; Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD, United States; Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States.
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Paulsen JD, Polydorides AD. Prognostic Factors Among Colonic Adenocarcinomas Invading Into the Muscularis Propria. Am J Surg Pathol 2023; Publish Ahead of Print:00000478-990000000-00180. [PMID: 37318139 DOI: 10.1097/pas.0000000000002072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Depth of invasion through the intestinal wall, categorized as primary tumor stage (pT), is an important prognostic factor in colorectal cancer. However, additional variables that may affect clinical behavior among tumors involving the muscularis propria (pT2) have not been examined at length. We evaluated 109 patients with pT2 colonic adenocarcinomas (median age: 71 y, interquartile range: 59 to 79 y) along various clinicopathologic parameters, including invasion depth, regional lymph node involvement, and disease progression after resection. Tumors extending to the outer muscularis propria (termed pT2b) were associated in multivariate analysis with older patient age (P=0.04), larger tumor size (P<0.001), higher likelihood of lymphovascular invasion (LVI; P=0.03) and higher lymph node stage (pN; P=0.04), compared with tumors limited to the inner muscle layer (pT2a), and LVI was the single most important variable predicting regional lymph node metastasis at resection in these tumors (P=0.001). The Kaplan-Meier analysis during a median clinical follow-up of 59.7 months (interquartile range: 31.5 to 91.2) revealed that disease progression was more likely in pT2 tumors that exhibited, at the time of staging: size >2.5 cm (P=0.039), perineural invasion (PNI; P=0.047), high-grade tumor budding (P=0.036), higher pN stage (P=0.002), and distant metastasis (P<0.001). Proportional hazards (Cox) regression identified high-grade tumor budding (P=0.02) as independently predicting shorter progression-free survival in pT2 tumors. Finally, among cases that would not ordinarily be candidates for adjuvant treatment (ie, pT2N0M0), the presence of high-grade tumor budding was significantly associated with disease progression (P=0.04). These data suggest that, during the diagnosis of pT2 tumors, pathologists may wish to pay particular attention and ensure adequate reporting of certain variables such as tumor size, depth of invasion within the muscularis propria (ie, pT2a vs. pT2b), LVI, PNI, and, especially, tumor budding, as these may affect clinical treatment decisions and proper patient prognostication.
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Affiliation(s)
- John D Paulsen
- Department of Pathology, Molecular, and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
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Kajiwara Y, Oka S, Tanaka S, Nakamura T, Saito S, Fukunaga Y, Takamatsu M, Kawachi H, Hotta K, Ikematsu H, Kojima M, Saito Y, Yamada M, Kanemitsu Y, Sekine S, Nagata S, Yamada K, Kobayashi N, Ishihara S, Saitoh Y, Matsuda K, Togashi K, Komori K, Ishiguro M, Kuwai T, Okuyama T, Ohuchi A, Ohnuma S, Sakamoto K, Sugai T, Katsumata K, Matsushita HO, Yamano HO, Eda H, Uraoka T, Akimoto N, Kobayashi H, Ajioka Y, Sugihara K, Ueno H. Nomogram as a novel predictive tool for lymph node metastasis in T1 colorectal cancer treated with endoscopic resection: a nationwide, multicenter study. Gastrointest Endosc 2023; 97:1119-1128.e5. [PMID: 36669574 DOI: 10.1016/j.gie.2023.01.022] [Citation(s) in RCA: 42] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 12/09/2022] [Accepted: 01/01/2023] [Indexed: 01/22/2023]
Abstract
BACKGROUND AND AIMS Since 2009, the Japanese Society for Cancer of the Colon and Rectum guidelines have recommended that tumor budding and submucosal invasion depth, in addition to lymphovascular invasion and tumor grade, be included as risk factors for lymph node metastasis (LNM) in patients with T1 colorectal cancer (CRC). In this study, a novel nomogram was developed and validated by usirge-scale, real-world data, including the Japanese Society for Cancer of the Colon and Rectum risk factors, to accurately evaluate the risk of LNM in T1 CRC. METHODS Data from 4673 patients with T1 CRC treated at 27 high-volume institutions between 2009 and 2016 were analyzed for LNM risk. To prepare a nonrandom split sample, the total cohort was divided into development and validation cohorts. Pathologic findings were extracted from the medical records of each participating institution. The discrimination ability was measured by using the concordance index, and the variability in each prediction was evaluated by using calibration curves. RESULTS Six independent risk factors for LNM, including submucosal invasion depth and tumor budding, were identified in the development cohort and entered into a nomogram. The concordance index was .784 for the clinical calculator in the development cohort and .790 in the validation cohort. The calibration curve approached the 45-degree diagonal in the validation cohort. CONCLUSIONS This is the first nomogram to include submucosal invasion depth and tumor budding for use in routine pathologic diagnosis based on data from a nationwide multi-institutional study. This nomogram, developed with real-world data, should improve decision-making for an appropriate treatment strategy for T1 CRC.
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Affiliation(s)
- Yoshiki Kajiwara
- Department of Surgery, National Defense Medical College, Tokorozawa, Japan.
| | - Shiro Oka
- Department of Endoscopy, Hiroshima University Hospital, Hiroshima, Japan
| | - Shinji Tanaka
- Department of Endoscopy, Hiroshima University Hospital, Hiroshima, Japan
| | - Takahiro Nakamura
- Laboratory for Mathematics, National Defense Medical College, Tokorozawa, Japan
| | - Shoichi Saito
- Department of Lower Gastrointestinal Medicine, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yosuke Fukunaga
- Department of Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Manabu Takamatsu
- Department of Pathology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Hiroshi Kawachi
- Department of Pathology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Kinichi Hotta
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Hiroaki Ikematsu
- Department of Gastroenterology and Endoscopy, National Cancer Center Hospital East, Kashiwa, Japan
| | - Motohiro Kojima
- Division of Pathology, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Japan
| | - Yutaka Saito
- Endoscopy Division, National Cancer Center Hospital, Tokyo, Japan
| | - Masayoshi Yamada
- Endoscopy Division, National Cancer Center Hospital, Tokyo, Japan
| | - Yukihide Kanemitsu
- Department of Colorectal Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Shigeki Sekine
- Pathology and Clinical Laboratory Division, National Cancer Center Hospital, Tokyo, Japan
| | - Shinji Nagata
- Department of Gastroenterology, Hiroshima City Asa Citizens Hospital, Hiroshima, Japan
| | | | - Nozomu Kobayashi
- Department of Gastroenterology, Tochigi Cancer Center, Utsunomiya, Japan
| | | | - Yusuke Saitoh
- Digestive Disease Center, Asahikawa City Hospital, Hokkaido, Japan
| | - Kenji Matsuda
- Second Department of Surgery, School of Medicine, Wakayama Medical University, Wakayama, Japan
| | - Kazutomo Togashi
- Department of Coloproctology, Aizu Medical Center, Fukushima Medical University, Fukushima, Japan
| | - Koji Komori
- Department of Gastroenterological Surgery, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Megumi Ishiguro
- Medical Innovation Promotion Center, Tokyo Medical and Dental University, Tokyo, Japan
| | - Toshio Kuwai
- Department of Gastroenterology, National Hospital Organization Kure Medical Center and Chugoku Cancer Center, Kure, Japan
| | - Takashi Okuyama
- Department of Surgery, Dokkyo Medical University Saitama Medical Center, Saitama, Japan
| | - Akihiro Ohuchi
- Department of Gastroenterology, School of Medicine, Kurume University, Fukuoka, Japan
| | - Shinobu Ohnuma
- Department of Surgery, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Kazuhiro Sakamoto
- Department of Coloproctological Surgery, Juntendo University Faculty of Medicine, Tokyo, Japan
| | - Tamotsu Sugai
- Department of Molecular Diagnostic Pathology, School of Medicine, Iwate Medical University, Iwate, Japan
| | - Kenji Katsumata
- Department of Gastrointestinal and Pediatric Surgery, Tokyo Medical University, Tokyo, Japan
| | | | - Hiro-O Yamano
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Hirotsugu Eda
- Department of Internal Medicine, Hyogo College of Medicine, Hyogo, Japan
| | - Toshio Uraoka
- Department of Gastroenterology, National Hospital Organization Tokyo Medical Center, Tokyo, Japan
| | - Naohiko Akimoto
- Department of Gastroenterology, Nippon Medical School, Graduate School of Medicine, Tokyo, Japan
| | | | - Yoichi Ajioka
- Division of Molecular and Diagnostic Pathology, Graduate School of Medical and Dental Science, Niigata University, Niigata, Japan
| | | | - Hideki Ueno
- Department of Surgery, National Defense Medical College, Tokorozawa, Japan
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Zenger S, Gurbuz B, Can U, Erginoz E, Ozata IH, Yilmaz SP, Taskin OC, Peker O, Adsay V, Balik E, Bugra D. Is there no need to discuss adjuvant chemotherapy in stage II colon cancer patients with high tumor budding and lymphovascular invasion? Langenbecks Arch Surg 2023; 408:127. [PMID: 36973561 DOI: 10.1007/s00423-023-02864-x] [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: 07/06/2022] [Accepted: 03/13/2023] [Indexed: 03/29/2023]
Abstract
PURPOSE The aim of this study is to evaluate the clinicopathologic associations of tumor budding (Bd) as well as other potential prognosticators including lymphovascular invasion (LVI) in T3/4aN0 colon cancer patients and to investigate their impact on the outcome. METHODS The patients were enrolled in three groups according to the number of budding as Bd1 (0-4 buds), Bd2 (5-9 buds), and Bd3 (> 10 buds). These groups were retrospectively compared in terms of demographic features, other tumor characteristics, operative outcomes, recurrences, and survival. The mean follow-up time was 58 ± 22 months. RESULTS A total of 194 patients were divided as follows: 97 in Bd1, 41 in Bd2, and 56 in Bd3 groups. The Bd3 group was associated with significantly higher LVI and larger tumor size. The rate of recurrence increased progressively from 5.2% in Bd1 to 9.8% in Bd2 and to 17.9% in Bd3 group (p = 0.03). More importantly, the 5-year overall survival (OS: Bd1 = 92.3% vs. Bd2 = 88% vs. Bd3 = 69.5%, p = 0.03) and disease-free survival (DFS: Bd1 = 87.9% vs. Bd2 = 75.3% vs. Bd3 = 66%, p = 0.02) were significantly worse in Bd3 group. In addition, in the subgroup of patients with the presence of Bd3 and LVI together, the 5-year OS (60% vs. 92%, p = 0.001) and DFS (56.1% vs. 85.4%, p = 0.001) were significantly worse. In multivariate analysis, Bd3+LVI was significantly associated with poor OS and DFS (p < 0.001). CONCLUSION In patients with T3/4aN0 colon cancer, high tumor budding negatively affects long-term oncological outcomes. These findings strongly suggest that adjuvant chemotherapy be considered for the patients with Bd3 and LVI together.
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Affiliation(s)
- Serkan Zenger
- Department of General Surgery, VKF American Hospital, Istanbul, Turkey.
| | - Bulent Gurbuz
- Department of General Surgery, VKF American Hospital, Istanbul, Turkey
| | - Ugur Can
- Department of General Surgery, VKF American Hospital, Istanbul, Turkey
| | - Ergin Erginoz
- Department of General Surgery, Istanbul University, Cerrahpasa School of Medicine, Istanbul, Turkey
| | - Ibrahim Halil Ozata
- Department of General Surgery, Koç University, School of Medicine, Istanbul, Turkey
| | | | - Orhun Cıg Taskin
- Department of Pathology, Koç University, School of Medicine, Istanbul, Turkey
| | - Onder Peker
- Department of Pathology, VKF American Hospital, Istanbul, Turkey
| | - Volkan Adsay
- Department of Pathology, Koç University, School of Medicine, Istanbul, Turkey
| | - Emre Balik
- Department of General Surgery, Koç University, School of Medicine, Istanbul, Turkey
| | - Dursun Bugra
- Department of General Surgery, VKF American Hospital, Istanbul, Turkey
- Department of General Surgery, Koç University, School of Medicine, Istanbul, Turkey
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Association of High LAT1 Expression with Poor Prognosis and Recurrence in Colorectal Cancer Patients Treated with Oxaliplatin-Based Adjuvant Chemotherapy. Int J Mol Sci 2023; 24:ijms24032604. [PMID: 36768934 PMCID: PMC9916902 DOI: 10.3390/ijms24032604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 01/13/2023] [Accepted: 01/26/2023] [Indexed: 01/31/2023] Open
Abstract
The mammalian target of rapamycin (mTOR) is often activated in several cancers. We focused on two mTOR regulatory mechanisms: oxaliplatin-induced mTOR signaling and L-type amino acid transporter 1 (LAT1)-induced mTOR activation. High LAT1 expression in several cancers is associated with mTOR activation and resistance to chemotherapy. However, the significance of LAT1 has not yet been elucidated in colorectal cancer (CRC) patients treated with post-operative adjuvant chemotherapy. Immunohistochemistry was conducted to examine the significance of membrane LAT1 expression in 98 CRC patients who received adjuvant chemotherapy, including oxaliplatin. In vitro analysis was performed using CRC cell lines to determine the effects of LAT1 suppression on proliferation, oxaliplatin sensitivity, and mTOR signaling. LAT1 expression was associated with cancer aggressiveness and poor prognosis in 98 CRC patients treated with adjuvant chemotherapy. We found that positive LAT1 expression correlated with shorter survival in 43 patients treated with the capecitabine-plus-oxaliplatin (CAPOX) regimen. LAT1 suppression in CRC cells inhibited the proliferation potency and oxaliplatin-induced activation of mTOR signaling, and improved oxaliplatin sensitivity. LAT1 evaluation before adjuvant treatment may therefore be a sensitive marker for oxaliplatin-based regimens. Moreover, LAT1 may be a promising target for patients with refractory CRC.
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Viñal D, Martinez-Recio S, Martinez-Perez D, Ruiz-Gutierrez I, Jimenez-Bou D, Peña-Lopez J, Alameda-Guijarro M, Martin-Montalvo G, Rueda-Lara A, Gutierrez-Sainz L, Palacios ME, Custodio AB, Ghanem I, Feliu J, Rodríguez-Salas N. Clinical Score to Predict Recurrence in Patients with Stage II and Stage III Colon Cancer. Cancers (Basel) 2022; 14:cancers14235891. [PMID: 36497373 PMCID: PMC9735724 DOI: 10.3390/cancers14235891] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 11/11/2022] [Accepted: 11/21/2022] [Indexed: 12/03/2022] Open
Abstract
Background: The prognosis of patients with stage II and stage III colon cancer is heterogeneous. Clinical and pathological characteristics, such as tumor budding, may help to further refine the recurrence risk. Methods: We included all the patients with localized colon cancer at Hospital Universitario La Paz from October 2016 to October 2021. We built a prognostic score for recurrence in the training cohort based on multivariate cox regression analysis and categorized the patients into two risk groups. Results: A total of 440 patients were included in the training cohort. After a median follow-up of 45 months, 81 (18%) patients had a first tumor recurrence. T4, N2, and high tumor budding remained with a p value <0.05 at the last step of the multivariate cox regression model for time to recurrence (TTR). We assigned 2 points to T4 and 1 point to N2 and high tumor budding. Forty-five percent of the patients were assigned to the low-risk group (score = 0). Compared to the high-risk group (score 1−4), patients in the low-risk group had a significantly longer TTR (hazard ratio for disease recurrence of 0.14 (95%CI: 0.00 to 0.90; p < 0.045)). The results were confirmed in the validation cohort. Conclusions: In our study, we built a simple score to predict tumor recurrence based on T4, N2, and high tumor budding. Patients in the low-risk group, that comprised 44% of the cohort, had an excellent prognosis.
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Affiliation(s)
- David Viñal
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | | | | | - Iciar Ruiz-Gutierrez
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Diego Jimenez-Bou
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Jesús Peña-Lopez
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | | | - Gema Martin-Montalvo
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Antonio Rueda-Lara
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | | | | | - Ana Belén Custodio
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Ismael Ghanem
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Jaime Feliu
- Department of Medical Oncology, Hospital Universitario La Paz, IdiPAZ, Catedra UAM-AMGEN, CIBERONC, 28046 Madrid, Spain
- Correspondence:
| | - Nuria Rodríguez-Salas
- Department of Medical Oncology, Hospital Universitario La Paz, IdiPAZ, CIBERONC, 28046 Madrid, Spain
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Nakagami Y, Hazama S, Suzuki N, Yoshida S, Tomochika S, Matsui H, Shindo Y, Tokumitsu Y, Matsukuma S, Watanabe Y, Iida M, Tsunedomi R, Takeda S, Fujita T, Kawakami Y, Ogihara H, Hamamoto Y, Ioka T, Tanabe T, Ueno T, Nagano H. CD4 and FOXP3 as predictive markers for the recurrence of T3/T4a stage II colorectal cancer: applying a novel discrete Bayes decision rule. BMC Cancer 2022; 22:1071. [PMID: 36253752 PMCID: PMC9578193 DOI: 10.1186/s12885-022-10181-7] [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: 04/29/2022] [Accepted: 10/06/2022] [Indexed: 12/24/2022] Open
Abstract
Background We recently reported the relapse-free survival (RFS) significance of the combination of CD4+ and forkhead box P3+ (FOXP3) T-cell densities identified by immunohistochemistry in patients with stage I, II, and III colorectal cancer (CRC) who underwent curative resections. This study was designed to determine the optimal combination of markers that predict recurrence in patients with T factors of T3/T4a stage II CRC by applying a novel Bayes decision rule. Methods Using 137 cancer tissue specimens from T3/T4a stage II patients, 12 clinicopathologic and immune factors were analysed as predictive candidates for recurrence. Results Our study showed that the combination of low CD4+ and low FOXP3+ T-cell densities resulted in extremely poor RFS. Conclusions Adjuvant chemotherapy may be considered for patients with a combination of low CD4+ and low FOXP3+ T-cell densities. The discovery of this new prognostic indicator is important for the appropriate management of patients undergoing curative resection for T3/T4a stage II CRC. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-10181-7.
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Affiliation(s)
- Yuki Nakagami
- Department of Translational Research and Developmental Therapeutics Against Cancer, Yamaguchi University School of Medicine, Ube, Yamaguchi, Japan.,Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan.,Department of Public Health and Preventive Medicine, Yamaguchi University Graduate School of Medicine, Ube, Yamaguchi, Japan
| | - Shoichi Hazama
- Department of Translational Research and Developmental Therapeutics Against Cancer, Yamaguchi University School of Medicine, Ube, Yamaguchi, Japan.,Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Nobuaki Suzuki
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Shin Yoshida
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Shinobu Tomochika
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Hiroto Matsui
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Yoshitaro Shindo
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Yukio Tokumitsu
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Satoshi Matsukuma
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Yusaku Watanabe
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Michihisa Iida
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Ryouichi Tsunedomi
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Shigeru Takeda
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Tomonobu Fujita
- Division of Cellular Signaling, Institute for Advanced Medical Research, Keio University School of Medicine, Shinjuku, Tokyo, Japan
| | - Yutaka Kawakami
- Division of Cellular Signaling, Institute for Advanced Medical Research, Keio University School of Medicine, Shinjuku, Tokyo, Japan
| | - Hiroyuki Ogihara
- Division of Electrical, Electronic and Information Engineering, Graduate School of Sciences and Technology for Innovation, Yamaguchi University, Ube, Yamaguchi, Japan.,Department of Computer Science and Electronic Engineering, National Institute of Technology, Tokuyama College, Shunan, Yamaguchi, Japan
| | - Yoshihiko Hamamoto
- Division of Electrical, Electronic and Information Engineering, Graduate School of Sciences and Technology for Innovation, Yamaguchi University, Ube, Yamaguchi, Japan
| | - Tatsuya Ioka
- Department of Oncology Center, Yamaguchi University Hospital, Ube, Yamaguchi, Japan
| | - Tsuyoshi Tanabe
- Department of Public Health and Preventive Medicine, Yamaguchi University Graduate School of Medicine, Ube, Yamaguchi, Japan
| | - Tomio Ueno
- Department of Digestive Surgery, Kawasaki Medical University, Kurashiki, Okayama, Japan
| | - Hiroaki Nagano
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan.
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44
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Derani H, Becker AS, Hakenberg O, Erbersdobler A. Evaluation of the Cellular Dissociation Grading, Based on Tumor Budding and Cell Nest Size, in Squamous Cell Carcinoma of the Penis. Cancers (Basel) 2022; 14:4949. [PMID: 36230870 PMCID: PMC9564293 DOI: 10.3390/cancers14194949] [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: 08/25/2022] [Revised: 09/23/2022] [Accepted: 10/05/2022] [Indexed: 11/16/2022] Open
Abstract
The "Cellular Dissociation Grade" (CDG) is based on tumor cell budding and cell nest size. Many studies have examined the CDG in squamous cell carcinomas of other organs such as the lungs, oral cavity, pharynx, larynx, cervix and esophagus. In this study, the CDG was examined in 109 cases of invasive penile squamous cell carcinoma that were treated at the University Medicine Rostock between 2014 and 2022. Furthermore, its correlation with the pathologic status of regional lymph nodes (pN) as the main prognostic factor was verified. Finally, cellular dissociation grading was compared with classic WHO grading. The results showed that pN in penile squamous cell carcinoma showed a highly significant association with the CDG and no statistically significant association with WHO grading. These results support the notion that cellular dissociation grading is an important prognostic factor for squamous cell carcinoma.
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Affiliation(s)
- Hayel Derani
- Institute of Pathology, University Medicine Rostock, 18055 Rostock, Germany
| | - Anne-Sophie Becker
- Institute of Pathology, University Medicine Rostock, 18055 Rostock, Germany
| | - Oliver Hakenberg
- Department of Urology, University Medicine Rostock, 18055 Rostock, Germany
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Yang Y, Xu H, Zhu H, Yuan D, Zhang H, Liu Z, Zhao F, Liang G. EPDR1 levels and tumor budding predict and affect the prognosis of bladder carcinoma. Front Oncol 2022; 12:986006. [PMID: 36276104 PMCID: PMC9585273 DOI: 10.3389/fonc.2022.986006] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 09/13/2022] [Indexed: 11/13/2022] Open
Abstract
Background Bladder carcinoma is a common malignancy of the urinary system. The previous study showed that EPDR1 expression was significantly related to the carcinogenesis and progression of bladder carcinoma Methods We retrospectively reviewed the records of 621 patients who were newly diagnosed with bladder carcinoma between January 2018 and August 2020 at The Affiliated Hospital of Zunyi Medical University. We conducted immunohistochemistry of EPDR1 in tumor tissues. Meanwhile, tumor budding evaluation was also carried out by 2 independent experienced pathologists. Results 80 patients were included in this study with a median age of 66 years (range; 42–88 years). 45% of the patients (36/80) were non-muscle-invasive bladder carcinoma patients, while 55% of muscle-invasive bladder carcinoma(44/80). The follow-up time was from 6 months to 36 months. We found that there were significant differences in expression of EPDR1 in the tumor pT stages(p<0.05), pM stages(p<0.05), and pN stages(p<0.05). Meanwhile, a higher expression of EPDR1 indicated a worse outcome for the patient(p<0.05). A tendency toward a worse status of the patient was accompanied by a high positive rate (p<0.001). Moreover, the IOD of EPDR1 had a positive relationship with TB (p<0.05). Furthermore, we found that EPDR1 and tumor budding could be crucial factors for affecting the prognosis of bladder carcinoma, even better than pTMN(Riskscore=(0.724)* pT_stage +(4.960) *EPDR1+(4.312)*TB). Conclusion In conclusion, bladder cancer patients with higher expression levels of EPDR1 had worse survival outcomes. The combination of TB and EPDR1 levels could predict the prognosis for muscle-invasive bladder cancer patients.
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Affiliation(s)
- Yue Yang
- Department of Urology, Affiliated Hospital of Zunyi Medical University, Zunyi, China
- Department of Urology, Affiliated Hospital and Clinical Medical College of Chengdu University, Chengdu, China
- Medical College of Soochow University, Suzhou, China
| | - Hong Xu
- Department of Urology, Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Han Zhu
- Department of Urology, Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Dan Yuan
- Department of Pathology, Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Hanchao Zhang
- Department of Urology, Affiliated Hospital of Zunyi Medical University, Zunyi, China
- Department of Urology, Affiliated Hospital and Clinical Medical College of Chengdu University, Chengdu, China
- Medical College of Soochow University, Suzhou, China
- Department of Pathology, Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Zhengdao Liu
- Department of Urology, Affiliated Hospital of Zunyi Medical University, Zunyi, China
- Medical College of Soochow University, Suzhou, China
| | - Faliang Zhao
- Department of Urology, Affiliated Hospital of Zunyi Medical University, Zunyi, China
- Medical College of Soochow University, Suzhou, China
| | - Guobiao Liang
- Department of Urology, Affiliated Hospital of Zunyi Medical University, Zunyi, China
- Medical College of Soochow University, Suzhou, China
- *Correspondence: Guobiao Liang,
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46
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Chen L, Zhou W, Ye Z, Zhong X, Zhou J, Chen S, Liu W, Sun Y, Ren L, Tan X, Cui J, Zeng Z, He W, Ke Z. Predictive Value of Circulating Tumor Cells Based on Subtraction Enrichment for Recurrence Risk in Stage II Colorectal Cancer. ACS APPLIED MATERIALS & INTERFACES 2022; 14:35389-35399. [PMID: 35904812 DOI: 10.1021/acsami.2c08560] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Current guidelines recommend adjuvant chemotherapy (ACT) for stage II colorectal cancer (CRC) patients by using clinical high risk factors, with which circulating tumor cells (CTCs) were not considered. Here, an assessment to detect CTCs based on subtraction enrichment mediated by magnetic beads conjugated with CD45, immunofluorescence staining of CK, and fluorescence in situ hybridization of CEP8 is established. Both CEP8- and CK-positive CTCs have the potential to improve the risk stratification of stage II CRC patients. Patients with preoperative CTCs of ≥4 had a significantly higher recurrence risk than those with preoperative CTCs of <4 in two external validation cohorts (P < 0.0001). In the subgroup with clinical high risk, when preoperative CTCs were <4, patients did not benefit from ACT (P = 0.5764); however, when preoperative CTCs were ≥4, patients received benefit from ACT (P = 0.0064). Additionally, regardless of clinical risk status and preoperative CTC levels, if postoperative CTC levels were ≥4 for more than three consecutive time points (monitoring time interval, 2-6 months), the recurrence rate was 100%. Our findings suggested that the subtraction enrichment of CTCs could provide a reliable method to stratify the recurrence risk and make therapeutic decisions after surgery in stage II CRC patients.
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Affiliation(s)
- Lili Chen
- Molecular Diagnosis and Gene Testing Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Wenpeng Zhou
- Molecular Diagnosis and Gene Testing Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
- Department of Gastroenterology and Hepatology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Ziyin Ye
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Xiaoming Zhong
- School of Medicine, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Jianwen Zhou
- Molecular Diagnosis and Gene Testing Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Shaohong Chen
- Department of Pathology, Guangzhou First People's Hospital, Guangzhou 510180, P. R. China
| | - Wei Liu
- School of Medicine, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Yu Sun
- Molecular Diagnosis and Gene Testing Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
- Department of Dermatology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou 510630, P. R. China
| | - Lijuan Ren
- Molecular Diagnosis and Gene Testing Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Xiaojun Tan
- Department of Pathology, Guangzhou Medical University Cancer Center, Guangzhou 510095, P. R. China
| | - Ji Cui
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Sun Yat-sen University, 510080 Guangzhou, P. R. China
| | - Zhirong Zeng
- Department of Gastroenterology and Hepatology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
| | - Weiling He
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Sun Yat-sen University, 510080 Guangzhou, P. R. China
| | - Zunfu Ke
- Molecular Diagnosis and Gene Testing Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, P. R. China
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Kumar N, Verma R, Chen C, Lu C, Fu P, Willis J, Madabhushi A. Computer-extracted features of nuclear morphology in hematoxylin and eosin images distinguish stage II and IV colon tumors. J Pathol 2022; 257:17-28. [PMID: 35007352 PMCID: PMC9007877 DOI: 10.1002/path.5864] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 12/15/2021] [Accepted: 01/07/2022] [Indexed: 11/12/2022]
Abstract
We assessed the utility of quantitative features of colon cancer nuclei, extracted from digitized hematoxylin and eosin-stained whole slide images (WSIs), to distinguish between stage II and stage IV colon cancers. Our discovery cohort comprised 100 stage II and stage IV colon cancer cases sourced from the University Hospitals Cleveland Medical Center (UHCMC). We performed initial (independent) model validation on 51 (143) stage II and 79 (54) stage IV colon cancer cases from UHCMC (The Cancer Genome Atlas's Colon Adenocarcinoma, TCGA-COAD, cohort). Our approach comprised the following steps: (1) a fully convolutional deep neural network with VGG-18 architecture was trained to locate cancer on WSIs; (2) another deep-learning model based on Mask-RCNN with Resnet-50 architecture was used to segment all nuclei from within the identified cancer region; (3) a total of 26 641 quantitative morphometric features pertaining to nuclear shape, size, and texture were extracted from within and outside tumor nuclei; (4) a random forest classifier was trained to distinguish between stage II and stage IV colon cancers using the five most discriminatory features selected by the Wilcoxon rank-sum test. Our trained classifier using these top five features yielded an AUC of 0.81 and 0.78, respectively, on the held-out cases in the UHCMC and TCGA validation sets. For 197 TCGA-COAD cases, the Cox proportional hazards model yielded a hazard ratio of 2.20 (95% CI 1.24-3.88) with a concordance index of 0.71, using only the top five features for risk stratification of overall survival. The Kaplan-Meier estimate also showed statistically significant separation between the low-risk and high-risk patients, with a log-rank P value of 0.0097. Finally, unsupervised clustering of the top five features revealed that stage IV colon cancers with peritoneal spread were morphologically more similar to stage II colon cancers with no long-term metastases than to stage IV colon cancers with hematogenous spread. © 2022 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Neeraj Kumar
- Department of Computing ScienceUniversity of Alberta and Alberta Machine Intelligence InstituteEdmontonCanada
| | - Ruchika Verma
- Department of Biomedical EngineeringCase Western Reserve UniversityClevelandOHUSA
| | - Chuheng Chen
- Department of Biomedical EngineeringCase Western Reserve UniversityClevelandOHUSA
| | - Cheng Lu
- Department of Biomedical EngineeringCase Western Reserve UniversityClevelandOHUSA
| | - Pingfu Fu
- Department of Population and Quantitative Health SciencesCase Western Reserve UniversityClevelandOHUSA
| | - Joseph Willis
- Department of PathologyCase Western Reserve UniversityClevelandOHUSA
- University Hospitals Cleveland Medical CenterClevelandOHUSA
| | - Anant Madabhushi
- Department of Biomedical EngineeringCase Western Reserve UniversityClevelandOHUSA
- Louis Stokes Cleveland Veterans Administration Medical CenterClevelandOHUSA
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Lahoz S, Archilla I, Asensio E, Hernández‐Illán E, Ferrer Q, López‐Prades S, Nadeu F, Del Rey J, Sanz‐Pamplona R, Lozano JJ, Castells A, Cuatrecasas M, Camps J. Copy-number intratumor heterogeneity increases the risk of relapse in chemotherapy-naive stage II colon cancer. J Pathol 2022; 257:68-81. [PMID: 35066875 PMCID: PMC9790656 DOI: 10.1002/path.5870] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 12/17/2021] [Accepted: 01/13/2022] [Indexed: 12/30/2022]
Abstract
Optimal selection of high-risk patients with stage II colon cancer is crucial to ensure clinical benefit of adjuvant chemotherapy. Here, we investigated the prognostic value of genomic intratumor heterogeneity and aneuploidy for disease recurrence. We combined targeted sequencing, SNP arrays, fluorescence in situ hybridization, and immunohistochemistry on a retrospective cohort of 84 untreated stage II colon cancer patients. We assessed the clonality of copy-number alterations (CNAs) and mutations, CD8+ lymphocyte infiltration, and their association with time to recurrence. Prognostic factors were included in machine learning analysis to evaluate their ability to predict individual relapse risk. Tumors from recurrent patients displayed a greater proportion of CNAs compared with non-recurrent (mean 31.3% versus 23%, respectively; p = 0.014). Furthermore, patients with elevated tumor CNA load exhibited a higher risk of recurrence compared with those with low levels [p = 0.038; hazard ratio (HR) 2.46], which was confirmed in an independent cohort (p = 0.004; HR 3.82). Candidate chromosome-specific aberrations frequently observed in recurrent cases included gain of the chromosome arm 13q (p = 0.02; HR 2.67) and loss of heterozygosity at 17q22-q24.3 (p = 0.05; HR 2.69). CNA load positively correlated with intratumor heterogeneity (R = 0.52; p < 0.0001). Consistently, incremental subclonal CNAs were associated with an elevated risk of relapse (p = 0.028; HR 2.20), which we did not observe for subclonal single-nucleotide variants and small insertions and deletions. The clinico-genomic model rated an area under the curve of 0.83, achieving a 10% incremental gain compared with clinicopathological markers (p = 0.047). In conclusion, tumor aneuploidy and copy-number intratumor heterogeneity were predictive of poor outcome and improved discriminative performance in early-stage colon cancer. © 2022 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Sara Lahoz
- Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology TeamInstitut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of BarcelonaBarcelonaSpain
| | - Ivan Archilla
- Pathology Department, Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of BarcelonaBarcelonaSpain
| | - Elena Asensio
- Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology TeamInstitut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of BarcelonaBarcelonaSpain
| | - Eva Hernández‐Illán
- Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology TeamInstitut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of BarcelonaBarcelonaSpain
| | - Queralt Ferrer
- Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology TeamInstitut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of BarcelonaBarcelonaSpain
| | - Sandra López‐Prades
- Pathology Department, Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of BarcelonaBarcelonaSpain
| | - Ferran Nadeu
- Molecular Pathology of Lymphoid NeoplasmsInstitut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Cáncer (CIBERONC)BarcelonaSpain
| | - Javier Del Rey
- Department of Cell Biology, Physiology and Immunology, Faculty of MedicineUniversity Autonomous of BarcelonaBellaterraSpain
| | - Rebeca Sanz‐Pamplona
- Unit of Biomarkers and SusceptibilityOncology Data Analytics Program (ODAP), Catalan Institute of Oncology (ICO), Oncobell Program, Bellvitge Biomedical Research Institute (IDIBELL) and CIBERESPl'Hospitalet de LlobregatSpain
| | - Juan José Lozano
- Bioinformatics PlatformCentro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD)MadridSpain
| | - Antoni Castells
- Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology TeamInstitut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of BarcelonaBarcelonaSpain
| | - Miriam Cuatrecasas
- Pathology Department, Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of BarcelonaBarcelonaSpain
| | - Jordi Camps
- Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology TeamInstitut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of BarcelonaBarcelonaSpain,Department of Cell Biology, Physiology and Immunology, Faculty of MedicineUniversity Autonomous of BarcelonaBellaterraSpain
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Beer A, Reber A, Paireder M, Schoppmann SF, Heber S, Schiefer AI. Tumor cell budding in preoperative biopsies of esophageal and gastroesophageal junction carcinoma independently predicts survival in a grade-dependent manner. Surgery 2022; 172:567-574. [DOI: 10.1016/j.surg.2022.02.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 02/01/2022] [Accepted: 02/28/2022] [Indexed: 11/16/2022]
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50
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Basile D, Broudin C, Emile J, Falcoz A, Pagès F, Mineur L, Bennouna J, Louvet C, Artru P, Fratte S, Ghiringhelli F, André T, Derangère V, Vernerey D, Taieb J, Svrcek M. Tumor budding is an independent prognostic factor in stage III colon cancer patients: A post-hoc analysis of the IDEA-France phase III trial (PRODIGE-GERCOR). Ann Oncol 2022; 33:628-637. [DOI: 10.1016/j.annonc.2022.03.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 03/04/2022] [Accepted: 03/11/2022] [Indexed: 12/23/2022] Open
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