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Tsilimigras DI, Han X, Guglielmi A, Aldrighetti L, Weiss M, Bauer TW, Alexandrescu S, Poultsides GA, Maithel SK, Marques HP, Martel G, Pulitano C, Shen F, Chaucy F, Koerkamp BG, Endo I, Sasaki K, Aucejo F, Zhang XF, Zhu H, Pawlik TM. Early Onset Intrahepatic Cholangiocarcinoma: Clinical Characteristics, Oncological Outcomes, and Genomic/Transcriptomic Features. Ann Surg Oncol 2024; 31:3087-3097. [PMID: 38347332 PMCID: PMC10997729 DOI: 10.1245/s10434-024-15013-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 01/21/2024] [Indexed: 04/08/2024]
Abstract
INTRODUCTION Data on clinical characteristics and disease-specific prognosis among patients with early onset intrahepatic cholangiocarcinoma (ICC) are currently limited. METHODS Patients undergoing hepatectomy for ICC between 2000 and 2020 were identified by using a multi-institutional database. The association of early (≤50 years) versus typical onset (>50 years) ICC with recurrence-free (RFS) and disease-specific survival (DSS) was assessed in the multi-institutional database and validated in an external cohort. The genomic and transcriptomic profiles of early versus late onset ICC were analyzed by using the Total Cancer Genome Atlas (TCGA) and Memorial Sloan Kettering Cancer Center databases. RESULTS Among 971 patients undergoing resection for ICC, 22.7% (n = 220) had early-onset ICC. Patients with early-onset ICC had worse 5-year RFS (24.1% vs. 29.7%, p < 0.05) and DSS (36.5% vs. 48.9%, p = 0.03) compared with patients with typical onset ICC despite having earlier T-stage tumors and lower rates of microvascular invasion. In the validation cohort, patients with early-onset ICC had worse 5-year RFS (7.4% vs. 20.5%, p = 0.002) compared with individuals with typical onset ICC. Using the TCGA cohort, 652 and 266 genes were found to be upregulated (including ATP8A2) and downregulated (including UTY and KDM5D) in early versus typical onset ICC, respectively. Genes frequently implicated as oncogenic drivers, including CDKN2A, IDH1, BRAF, and FGFR2 were infrequently mutated in the early-onset ICC patients. CONCLUSIONS Early-onset ICC has distinct clinical and genomic/transcriptomic features. Morphologic and clinicopathologic characteristics were unable to fully explain differences in outcomes among early versus typical onset ICC patients. The current study offers a preliminary landscape of the molecular features of early-onset ICC.
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Affiliation(s)
- Diamantis I Tsilimigras
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Xu Han
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
- Department of Pancreatic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | | | | | - Matthew Weiss
- Department of Surgery, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Todd W Bauer
- Department of Surgery, University of Virginia, Charlottesville, VA, USA
| | | | | | | | - Hugo P Marques
- Department of Surgery, Curry Cabral Hospital, Lisbon, Portugal
| | | | - Carlo Pulitano
- Department of Surgery, Royal Prince Alfred Hospital, University of Sydney, Sydney, Australia
| | - Feng Shen
- Department of Surgery, Eastern Hepatobiliary Surgery Hospital, Shanghai, China
| | - François Chaucy
- Department of Hepatobiliopancreatic Surgery and Liver Transplantation, AP-HP, Beaujon Hospital, Clichy, France
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Itaru Endo
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Kazunari Sasaki
- Department of Surgery, Stanford University, Stanford, CA, USA
| | - Federico Aucejo
- Department of General Surgery, Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, USA
| | - Xu-Feng Zhang
- Department of Hepatobiliary Surgery, Institute of Advanced Surgical Technology and Engineering, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Hua Zhu
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA.
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Chen B, Mao Y, Li J, Zhao Z, Chen Q, Yu Y, Yang Y, Dong Y, Lin G, Yao J, Lu M, Wu L, Bo Z, Chen G, Xie X. Predicting very early recurrence in intrahepatic cholangiocarcinoma after curative hepatectomy using machine learning radiomics based on CECT: A multi-institutional study. Comput Biol Med 2023; 167:107612. [PMID: 37939408 DOI: 10.1016/j.compbiomed.2023.107612] [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: 07/17/2023] [Revised: 10/11/2023] [Accepted: 10/23/2023] [Indexed: 11/10/2023]
Abstract
BACKGROUND Even after curative resection, the prognosis for patients with intrahepatic cholangiocarcinoma (iCCA) remains disappointing due to the extremely high incidence of postoperative recurrence. METHODS A total of 280 iCCA patients following curative hepatectomy from three independent institutions were recruited to establish the retrospective multicenter cohort study. The very early recurrence (VER) of iCCA was defined as the appearance of recurrence within 6 months. The 3D tumor region of interest (ROI) derived from contrast-enhanced CT (CECT) was used for radiomics analysis. The independent clinical predictors for VER were histological stage, AJCC stage, and CA199 levels. We implemented K-means clustering algorithm to investigate novel radiomics-based subtypes of iCCA. Six types of machine learning (ML) algorithms were performed for VER prediction, including logistic, random forest (RF), neural network, bayes, support vector machine (SVM), and eXtreme Gradient Boosting (XGBoost). Additionally, six clinical ML (CML) models and six radiomics-clinical ML (RCML) models were developed to predict VER. Predictive performance was internally validated by 10-fold cross-validation in the training cohort, and further evaluated in the external validation cohort. RESULTS Approximately 30 % of patients with iCCA experienced VER with extremely discouraging outcome (Hazard ratio (HR) = 5.77, 95 % Confidence Interval (CI) = 3.73-8.93, P < 0.001). Two distinct iCCA subtypes based on radiomics features were identified, and subtype 2 harbored a higher proportion of VER (47.62 % Vs 25.53 %) and significant shorter survival time than subtype 1. The average AUC values of the CML and RCML models were 0.744 ± 0.018, and 0.900 ± 0.014 in the training cohort, and 0.769 ± 0.065 and 0.929 ± 0.027 in the external validation cohort, respectively. CONCLUSION Two radiomics-based iCCA subtypes were identified, and six RCML models were developed to predict VER of iCCA, which can be used as valid tools to guide individualized management in clinical practice.
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Affiliation(s)
- Bo Chen
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China; Zhejiang-Germany Interdisciplinary Joint Laboratory of Hepatobiliary-Pancreatic Tumor and Bioengineering, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Yicheng Mao
- Department of Optometry and Ophthalmology College, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Jiacheng Li
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China; Zhejiang-Germany Interdisciplinary Joint Laboratory of Hepatobiliary-Pancreatic Tumor and Bioengineering, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Zhengxiao Zhao
- Department of Oncology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang 310000, China
| | - Qiwen Chen
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China; Zhejiang-Germany Interdisciplinary Joint Laboratory of Hepatobiliary-Pancreatic Tumor and Bioengineering, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Yaoyao Yu
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Yunjun Yang
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Yulong Dong
- Department of Oncology, The Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200438, China
| | - Ganglian Lin
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China; Zhejiang-Germany Interdisciplinary Joint Laboratory of Hepatobiliary-Pancreatic Tumor and Bioengineering, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Jiangqiao Yao
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China; Zhejiang-Germany Interdisciplinary Joint Laboratory of Hepatobiliary-Pancreatic Tumor and Bioengineering, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Mengmeng Lu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China; Zhejiang-Germany Interdisciplinary Joint Laboratory of Hepatobiliary-Pancreatic Tumor and Bioengineering, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Lijun Wu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Zhiyuan Bo
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China; Zhejiang-Germany Interdisciplinary Joint Laboratory of Hepatobiliary-Pancreatic Tumor and Bioengineering, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China.
| | - Gang Chen
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China; Zhejiang-Germany Interdisciplinary Joint Laboratory of Hepatobiliary-Pancreatic Tumor and Bioengineering, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China.
| | - Xiaozai Xie
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China; Zhejiang-Germany Interdisciplinary Joint Laboratory of Hepatobiliary-Pancreatic Tumor and Bioengineering, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, China.
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Li Q, Chen C, Su J, Qiu Y, Wu H, Song T, Mao X, He Y, Cheng Z, Li J, Zhai W, Zhang D, Geng Z, Tang Z. Recurrence and prognosis in intrahepatic cholangiocarcinoma patients with different etiology after radical resection: a multi-institutional study. BMC Cancer 2022; 22:329. [PMID: 35346122 PMCID: PMC8962079 DOI: 10.1186/s12885-022-09448-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Accepted: 03/24/2022] [Indexed: 11/15/2022] Open
Abstract
Objective We aimed to evaluate the prognosis and adjuvant chemotherapy (ACT) in intrahepatic cholangiocarcinoma (ICC) patients with different etiology after radical resection. Methods A total of 448 patients with ICC who underwent radical resection between 2010 and 2018 at ten Chinese tertiary hospitals were analyzed in the study. These patients were divided into conventional ICC (Con-ICC, n = 261, 58.2%), hepatitis B virus ICC (HBV-ICC, n = 102, 22.8%) and hepatolithiasis (Stone-ICC, n = 85,19.0%) subtypes according to different etiology. Propensity score matching (PSM) was conducted to mitigate the baseline differences between Con-ICC and HBV-ICC, Con-ICC and Stone-ICC, HBV-ICC and Stone-ICC subtypes. Results Univariate and multivariate analysis showed that different etiology was a prognostic factor for overall survival and relapse-free survival, and different etiology was an independent risk factor for overall survival in ICC patients, respectively (P < 0.05). In addition, there was a statistical difference for overall survival in early recurrence patients among the three etiological subtypes (P < 0.05). After PSM, the overall survival of patients with Stone-ICC was worse than those of Con-ICC and HBV-ICC subtypes (P < 0.05), while the relapse-free survival of patients with Stone-ICC was equivalent to patients with Con-ICC and HBV-ICC (P > 0.05). In Stone-ICC patients, the median overall survival was 16.0 months and 29.7 months, and the median relapse-free survival was 9.0 months and 20.0 months for non-ACT and ACT patients, respectively (P < 0.05). Conclusion The prognosis of Stone-ICC patients was significantly worse than those of Con-ICC and HBV-ICC patients. Interestingly, postoperative adjuvant chemotherapy can improve the prognosis of Stone-ICC patients effectively. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-09448-w.
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Results of Intrahepatic Cholangiocarcinoma Resections: a Single-Center Analysis. J Gastrointest Cancer 2022; 53:1034-1039. [PMID: 34989985 DOI: 10.1007/s12029-021-00781-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/29/2021] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Intrahepatic cholangiocarcinoma (ICC) is the second most common primary neoplasm of the liver after hepatocellular carcinoma (HCC). Although an underlying cause is not usually found, liver flukes, cirrhosis, primary sclerosing cholangitis, and viral hepatitis have been found to increase the risk in recent years. In this study, we aimed to present our experience on ICC and compare the outcomes of patients with a concomitant liver pathology and with incidentally detected ICC. PATIENTS AND METHODS Thirty-three patients who underwent surgical resection for ICC were included in the study. Patients were divided into two groups, group one (with concomitant liver disease, n = 13) and group two (incidentally detected ICC, n = 18). Demographics, perioperative findings, pathological properties, recurrence rates, and survival rates were retrospectively analyzed and compared between the groups. RESULTS The mean age of patients was 59.77 ± 9.81 years, of whom sixteen (51.6%) were males. Thirteen patients (41.9%) had concomitant liver disease, the most common being chronic hepatitis B infection. Eighteen patients (58.1%) had incidentally detected ICC. There were no significant differences between the groups except for follow-up time and recurrence rate. The recurrence rate was significantly higher in the incidentally detected ICC group (61.1% versus 7.7%, p = 0.003). Follow-up time was significantly higher in patients with concomitant liver disease (42 versus 17.5 months, p = 0.007). The mortality rate was higher in the incidentally detected ICC group (55.6 to 23.1%, p = 0.071) but the difference did not reach statistical significance. CONCLUSION Surgical resection in ICC patients with underlying liver disease is associated with better prognosis than in incidentally detected ICC patients. Incidental ICC may be a different tumor with different biology, hence the high recurrence rates.
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Sohn HJ, Kim H, Kim JR, Kang JS, Han Y, Lee M, Kim HS, Kwon W, Hong SK, Choi Y, Yi NJ, Lee KW, Suh KS, Jang JY. Predicting prognosis and evaluating the benefits of adjuvant chemotherapy depending on the tumor location in intrahepatic cholangiocarcinoma: focusing on the involvement of below 2nd bile duct confluence. Ann Surg Treat Res 2022; 102:248-256. [PMID: 35611087 PMCID: PMC9111963 DOI: 10.4174/astr.2022.102.5.248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 03/10/2022] [Accepted: 04/05/2022] [Indexed: 11/30/2022] Open
Abstract
Purpose Intrahepatic cholangiocarcinoma (ICC) has various characteristics according to anatomical, histologic classifications, and its prognoses are different. This study aimed to compare oncologic outcomes according to tumor location (second bile duct confluence) and evaluate the effect of adjuvant chemotherapy. Methods Clinical data of 318 patients who underwent curative resection for ICC was reviewed. Central type ICC (C-ICC) and peripheral type ICC (P-ICC) were defined when the tumor invades the intrahepatic secondary biliary confluence and when located more peripherally, respectively. Results A larger tumor size, higher rate of elevated CA 19-9 level, vascular invasion, R1 resection, advanced T stage, and lymph node metastasis were found in C-ICC. C-ICC had poorer overall survival (median, 33 months vs. 58 months; P = 0.001), and the difference was more prominent in the early stage. C-ICC had a higher recurrence rate (68.7% vs. 55.1%, P = 0.014); otherwise, there was no difference in the recurrence patterns. There were no survival benefits of adjuvant chemotherapy in the entire cohort, but there were benefits in advanced stages (T3–4, N1 stage), especially in C-ICC. Conclusion C-ICC has more aggressive tumor characteristics and poor survival compared to P-ICC. Adjuvant chemotherapy seems to have survival benefits in the advanced stages, especially in the central type.
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Affiliation(s)
- Hee Ju Sohn
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Hongbeom Kim
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Jae Ri Kim
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
- Department of Surgery, Gyeongsang National University Changwon Hospital, Changwon, Korea
| | - Jae Sung Kang
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Youngmin Han
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Mirang Lee
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Hyeong Seok Kim
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Wooil Kwon
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Suk Kyun Hong
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - YoungRok Choi
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Nam-Joon Yi
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Kwang-Woong Lee
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Kyung-Suk Suh
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Jin-Young Jang
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
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Shen H, Zhang S, Xia Y, Chen C, Huo L, Gan L, Li J, Wang K, Pawlik TM, Lau WY, Wu M, Shen F. A Nomogram in Predicting Risks of Intrahepatic Cholangiocarcinoma After Partial Hepatectomy for Hepatolithiasis. J Gastrointest Surg 2021; 25:2258-2267. [PMID: 33565015 DOI: 10.1007/s11605-021-04947-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 01/24/2021] [Indexed: 01/31/2023]
Abstract
BACKGROUND Hepatolithiasis is associated with the development of intrahepatic cholangiocarcinoma (ICC). This study sought to investigate risk factors of ICC for hepatolithiasis after partial hepatectomy (PH) and to develop a model for predicting ICC risk. METHODS Data on consecutive patients who underwent PH for hepatolithiasis at the Eastern Hepatobiliary Surgery Hospital between January 2009 and December 2011 were reviewed. Independent risk factors of ICC identified by Cox regression model were used to develop a nomogram in predicting ICC after PH for hepatolithiasis. RESULTS Of 2056 patients, 168 developed ICC at a median follow-up of 7.2 years. The cumulative incidences of ICC at 3, 5, and 8 years after PH for hepatolithiasis were 3.0%, 6.5%, and 12.9%, respectively. Independent risk factors of ICC were identified to be a long duration of hepatolithiasis-related symptoms (hazard ratio, 1.088 [95% confidence interval, 1.057-1.120]), metabolic syndrome (2.036 [1.210-3.425]), a high neutrophil-to-lymphocyte ratio (1.250 [1.009-2.816] for 3-5 vs ≤3; 1.538 [1.048-2.069] for ≥5 vs ≤3), hepatic atrophy (1.711 [1.189-2.462]), segmental intensity differences (1.513 [1.052-2.176]), persistent biliary strictures (2.825 [1.480-5.391]), and residual stone disease (2.293 [1.511-3.481]). By incorporating these factors, a constructed nomogram showed a concordance index of 0.721 to predict ICC. The calibration plots demonstrated good agreement between observed and predicted morbidities. The optimal cutoff point for the nomogram was 48 in differentiating between high and low-risk of ICC. CONCLUSIONS A nomogram for predicting ICC after PH for hepatolithiasis was constructed based on risk factors of developing ICC. Patients with a nomogram point of ≥48 were predicted to have a high risk of ICC.
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Affiliation(s)
- Hao Shen
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital and the National Center for Liver Cancer, Second Military Medical University, No. 225, Changhai Road, Shanghai, 200438, China
| | - Shichao Zhang
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital and the National Center for Liver Cancer, Second Military Medical University, No. 225, Changhai Road, Shanghai, 200438, China
| | - Yong Xia
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital and the National Center for Liver Cancer, Second Military Medical University, No. 225, Changhai Road, Shanghai, 200438, China
| | - Can Chen
- Department of Hepatobiliary Surgery and Fujian Institute of Hepatobiliary Surgery, the Union Hospital of Fujian Medical University, Fuzhou, China.,Graduate School of Fujian Medical University, Fuzhou, China
| | - Lei Huo
- Department of Radiology, the Eastern Hepatobiliary Surgery Hospital and the National Center for Liver Cancer, Second Military Medical University, Shanghai, China
| | - Linhe Gan
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital and the National Center for Liver Cancer, Second Military Medical University, No. 225, Changhai Road, Shanghai, 200438, China.,Graduate School of Fujian Medical University, Fuzhou, China
| | - Jun Li
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital and the National Center for Liver Cancer, Second Military Medical University, No. 225, Changhai Road, Shanghai, 200438, China
| | - Kui Wang
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital and the National Center for Liver Cancer, Second Military Medical University, No. 225, Changhai Road, Shanghai, 200438, China
| | - Timothy M Pawlik
- Department of Surgery, the Wexner Medical Center of Ohio State University, Columbus, OH, USA
| | - Wan Yee Lau
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital and the National Center for Liver Cancer, Second Military Medical University, No. 225, Changhai Road, Shanghai, 200438, China.,Faculty of Medicine, the Chinese University of Hong Kong, Shatin, Hong Kong, SAR, China
| | - Mengchao Wu
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital and the National Center for Liver Cancer, Second Military Medical University, No. 225, Changhai Road, Shanghai, 200438, China. .,Graduate School of Fujian Medical University, Fuzhou, China.
| | - Feng Shen
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital and the National Center for Liver Cancer, Second Military Medical University, No. 225, Changhai Road, Shanghai, 200438, China.
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Lu WF, Chen PQ, Yan K, Wu YC, Liang L, Yuan JY, Fu Y, Zhang HB. Synergistic impact of resection margin and microscopic vascular invasion for patients with HBV-related intrahepatic cholangiocarcinoma. Expert Rev Gastroenterol Hepatol 2021; 15:575-582. [PMID: 33899638 DOI: 10.1080/17474124.2021.1913053] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVES The resection margin (RM) status and microscopic vascular invasion (MVI) are known prognostic factors for intrahepatic cholangiocarcinoma (ICC). An enhanced understanding of their impact on long-term prognosis is required to improve oncological outcomes. METHODS A total of 711 consecutive patients who underwent curative liver resection for hepatitis B virus-related ICC were retrospectively analyzed. The different impact of the RM status (narrow, <1 cm, or wide, ≥1 cm) and MVI (positive, +, or negative, -) on overall survival (OS) and recurrence-free survival (RFS) were analyzed. RESULTS The 1-, 3-, and 5-year OS rates were 67.6%, 42.5%, and 33.2% in wide RM & MVI (-), 58.0%, 36.1%, and 26.5% in narrow RM & MVI (-), 51.0%, 27.0%, and 24.3% in wide RM & MVI (+), and 39.0%, 20.4% and 14.3% in narrow RM & MVI (+) (p < 0.001). Multivariate analysis showed that RM & MVI were independent risk factors for the OS and RFS. CONCLUSION Combined analysis of RM and MVI can better stratify the risks of postoperative death and recurrence in patients with HBV-related ICC, which may help subsequent adjuvant therapy and closer follow-up.
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Affiliation(s)
- Wen-Feng Lu
- Department of Hepatic Surgery V, Shanghai Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
| | - Pei-Qin Chen
- Department of Hepatic Surgery V, Shanghai Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
| | - Kai Yan
- Department of Hepatic Surgery V, Shanghai Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
| | - Ye-Chen Wu
- Department of Hepatic Surgery V, Shanghai Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
| | - Lei Liang
- Department of Hepatobiliary, Pancreatic and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, China
| | - Jian-Yong Yuan
- Department of Hepatic Surgery V, Shanghai Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
| | - Yong Fu
- Department of Hepatic Surgery V, Shanghai Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
| | - Hai-Bin Zhang
- Department of Hepatic Surgery V, Shanghai Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
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Lang H. Surgical Approach to Recurrent Cholangiocarcinoma. Visc Med 2020; 37:26-31. [PMID: 33718481 DOI: 10.1159/000513711] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 12/11/2020] [Indexed: 12/17/2022] Open
Abstract
Background For recurrent cholangiocarcinoma, systemic chemotherapy is the standard of care. Repeated resection is a potential curative treatment, but data are scarce and outcomes are not well defined so far. Summary In the last decade there has been an increasing number of reports suggesting a survival benefit and even cure after repeated surgery. This is particularly true for intrahepatic cholangiocarcinoma, where repeated resections offer similar or even better results than the first resection. In selected cases even a third liver resection is possible. In contrast, in perihilar and distal cholangiocarcinoma, repeated resection is only rarely possible. Although the improved outcome might be attributed to a careful patient selection and a favorable tumor biology, repeated surgical treatment should be attempted whenever possible. This necessitates a structured follow-up after resection. Key Message Surgical resection offers the chance for prolonged survival and even for cure in recurrent cholangiocarcinoma. Hence, it is of the utmost importance to better understand the routes of metastases and to define factors qualifying for resection. Whether different patterns of recurrence reflect biological heterogeneity requires further investigation.
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Affiliation(s)
- Hauke Lang
- Department of General, Visceral and Transplant Surgery, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
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Association of inflammatory biomarkers with long-term outcomes after curative surgery for mass-forming intrahepatic cholangiocarcinoma. Surg Today 2019; 50:379-388. [PMID: 31667580 DOI: 10.1007/s00595-019-01905-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Accepted: 09/15/2019] [Indexed: 12/17/2022]
Abstract
PURPOSE Inflammatory biomarkers such as the neutrophil-to-lymphocyte ratio (NLR), lymphocyte-to-monocyte ratio (LMR), and platelet-to-lymphocyte ratio (PLR) are reportedly predictive of the long-term outcomes of several cancers. We evaluated their correlations with the post-surgical long-term outcomes of patients with mass-forming (MF) intrahepatic cholangiocarcinoma (ICC). METHODS The subjects of this study were 52 patients who underwent hepatic resection for MF-ICC at our hospital. We measured the cutoff values of NLR, LMR and PLR, using receiver operating characteristic curves, and compared the survival rates of patients with high vs. those with low values. We also evaluated a prognostic scoring system based on significant inflammatory biomarkers. RESULTS The cutoff values for NLR, LMR, and PLR were 1.93, 4.78, and 98, respectively. The high-NLR and low-LMR groups had significantly worse prognoses than the low-NLR and high-LMR groups. We designed a scoring system using the inflammation score (IS) based on NLR and LMR values, stratifying patients into three groups with scores of 0, 1, or 2. The IS was significantly correlated with overall survival (OS), with 5-year survival rates by the IS score of 100% for 0, 61% for 1, and 32% for 2 (P = 0.011). The IS was found to be an independent predictor of OS in multivariate analysis. CONCLUSIONS Our IS scoring system may predict long-term outcomes after surgery for MF-ICC.
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Lin J, Shi J, Guo H, Yang X, Jiang Y, Long J, Bai Y, Wang D, Yang X, Wan X, Zhang L, Pan J, Hu K, Guan M, Huo L, Sang X, Wang K, Zhao H. Alterations in DNA Damage Repair Genes in Primary Liver Cancer. Clin Cancer Res 2019; 25:4701-4711. [PMID: 31068370 DOI: 10.1158/1078-0432.ccr-19-0127] [Citation(s) in RCA: 69] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Revised: 03/16/2019] [Accepted: 05/03/2019] [Indexed: 11/16/2022]
Abstract
PURPOSE Alterations in DNA damage repair (DDR) genes produce therapeutic biomarkers. However, the characteristics and significance of DDR alterations remain undefined in primary liver cancer (PLC). EXPERIMENTAL DESIGN Patients diagnosed with PLC were enrolled in the trial (PTHBC, NCT02715089). Tumors and matched blood samples from participants were collected for a targeted next-generation sequencing assay containing exons of 450 cancer-related genes, including 31 DDR genes. The OncoKB knowledge database was used to identify and classify actionable alterations, and therapeutic regimens were determined after discussion by a multidisciplinary tumor board. RESULTS A total of 357 patients with PLC were enrolled, including 214 with hepatocellular carcinoma, 122 with ICC, and 21 with mixed hepatocellular-cholangiocarcinoma. A total of 92 (25.8%) patients had at least one DDR gene mutation, 15 of whom carried germline mutations. The most commonly altered DDR genes were ATM (5%) and BRCA1/2 (4.8%). The occurrence of DDR mutations was significantly correlated with a higher tumor mutation burden regardless of the PLC pathologic subtype. For DDR-mutated PLC, 26.1% (24/92) of patients possessed at least one actionable alteration, and the actionable frequency in DDR wild-type PLC was 18.9% (50/265). Eight patients with the BRCA mutation were treated by olaparib, and patients with BRCA2 germline truncation mutations showed an objective response. CONCLUSIONS The landscape of DDR mutations and their association with genetic and clinicopathologic features demonstrated that patients with PLC with altered DDR genes may be rational candidates for precision oncology treatment.
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Affiliation(s)
- Jianzhen Lin
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China
| | | | | | - Xu Yang
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China
| | | | - Junyu Long
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China
| | - Yi Bai
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China
| | - Dongxu Wang
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China
| | - Xiaobo Yang
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China
| | - Xueshuai Wan
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China
| | - Lei Zhang
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China
| | - Jie Pan
- Department of Radiology, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China
| | - Ke Hu
- Department of Radiotherapy, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China
| | - Mei Guan
- Department of Medical Oncology, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China
| | - Li Huo
- Department of Nuclear Medicine, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China
| | - Xinting Sang
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China
| | - Kai Wang
- OrigiMed, Shanghai, China.
- Zhejiang University International Hospital, Zhejiang, China
| | - Haitao Zhao
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China.
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital, Beijing, China
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Hu LS, Zhang XF, Weiss M, Popescu I, Marques HP, Aldrighetti L, Maithel SK, Pulitano C, Bauer TW, Shen F, Poultsides GA, Soubrane O, Martel G, Koerkamp BG, Itaru E, Pawlik TM. Recurrence Patterns and Timing Courses Following Curative-Intent Resection for Intrahepatic Cholangiocarcinoma. Ann Surg Oncol 2019; 26:2549-2557. [PMID: 31020501 DOI: 10.1245/s10434-019-07353-4] [Citation(s) in RCA: 69] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Indexed: 12/18/2022]
Abstract
BACKGROUND Recurrence of intrahepatic cholangiocarcinoma (ICC) after curative resection is common. OBJECTIVE The aim of this study was to investigate the patterns, timing and risk factors of disease recurrence after curative-intent resection for ICC. METHODS Patients undergoing curative resection for ICC were identified from a multi-institutional database. Data on clinicopathological and initial operation information, timing and first sites of recurrence, recurrence management, and long-term outcomes were analyzed. RESULTS A total of 920 patients were included. With a median follow-up of 38 months, 607 patients (66.0%) experienced ICC recurrence. In the cohort, 145 patients (23.9%) recurred at the surgical margin, 178 (29.3%) recurred within the liver away from the surgical margin, 90 (14.8%) recurred at extraheptatic sites, and 194 (32.0%) developed both intrahepatic and extrahepatic recurrence. Intrahepatic margin recurrence (median 6.0 m) and extrahepatic-only recurrence (median 8.0 m) tended to occur early, while intrahepatic recurrence at non-margin sites occurred later (median 14.0 m; p < 0.05). On multivariate analysis, surgical margin < 10 mm was associated with increased margin recurrence (hazard ratio [HR] 1.70, 95% confidence interval [CI] 1.11-2.60; p = 0.014), whereas female sex (HR 2.12, 95% CI 1.40-3.22; p < 0.001) and liver cirrhosis (HR 2.36, 95% CI 1.31-4.25; p = 0.004) were both associated with an increased risk of intrahepatic recurrence at other sites. Median survival after recurrence was better among patients who underwent repeat curative-intent surgery (48.7 months) versus other treatments (9.7 months) [p < 0.001]. CONCLUSIONS Different recurrence patterns and timing of recurrence suggest biological heterogeneity of ICC tumor recurrence. Understanding timing and risk factors associated with different types of recurrence can hopefully inform discussions around adjuvant therapy, surveillance, and treatment of recurrent disease.
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Affiliation(s)
- Liang-Shuo Hu
- Department of Hepatobiliary Surgery and Institute of Advanced Surgical Technology and Engineering, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Xu-Feng Zhang
- Department of Hepatobiliary Surgery and Institute of Advanced Surgical Technology and Engineering, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Department of Surgery, The Urban Meyer III and Shelley Meyer Chair for Cancer Research, Surgery, Oncology, Health Services Management and Policy, The Ohio State University, Wexner Medical Center, Columbus, OH, USA
| | - Matthew Weiss
- Department of Surgery, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Irinel Popescu
- Department of Surgery, Fundeni Clinical Institute, Bucharest, Romania
| | - Hugo P Marques
- Department of Surgery, Curry Cabral Hospital, Lisbon, Portugal
| | | | | | - Carlo Pulitano
- Department of Surgery, Royal Prince Alfred Hospital, University of Sydney, Sydney, NSW, Australia
| | - Todd W Bauer
- Department of Surgery, University of Virginia, Charlottesville, VA, USA
| | - Feng Shen
- Department of Surgery, Eastern Hepatobiliary Surgery Hospital, Shanghai, China
| | | | - Oliver Soubrane
- Department of Hepatobiliopancreatic Surgery and Liver Transplantation, AP-HP, Beaujon Hospital, Clichy, France
| | - Guillaume Martel
- Division of General Surgery, Department of Surgery, University of Ottawa, Ottawa, ON, Canada
| | - B Groot Koerkamp
- Department of Surgery, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Endo Itaru
- Gastroenterological Surgery Division, Yokohama City University School of Medicine, Yokohama, Japan
| | - Timothy M Pawlik
- Department of Surgery, The Urban Meyer III and Shelley Meyer Chair for Cancer Research, Surgery, Oncology, Health Services Management and Policy, The Ohio State University, Wexner Medical Center, Columbus, OH, USA.
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12
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Zhang YM, Zhou ZT, Liu GM. Is recurrent pyogenic cholangitis an independent poor prognostic indicator for resectable intrahepatic cholangiocarcinoma? HPB (Oxford) 2019; 21:132. [PMID: 30274881 DOI: 10.1016/j.hpb.2018.08.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Revised: 08/09/2018] [Accepted: 08/26/2018] [Indexed: 12/12/2022]
Affiliation(s)
- Yao-Ming Zhang
- The 2nd Department of Hepatobiliary Surgery, Meizhou People's Hospital, Guangdong 514021, China
| | - Zhen-Tao Zhou
- The 2nd Department of Hepatobiliary Surgery, Meizhou People's Hospital, Guangdong 514021, China
| | - Gao-Min Liu
- The 2nd Department of Hepatobiliary Surgery, Meizhou People's Hospital, Guangdong 514021, China.
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13
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Ma KW, Cheung TT, She WH, Chok KSH, Yan Chan AC, Chiu Dai JW, Lo CM. Recurrent pyogenic cholangitis - an independent poor prognostic indicator for resectable intrahepatic cholangiocarcinoma: A propensity score matched analysis. HPB (Oxford) 2018; 20:1067-1072. [PMID: 30017784 DOI: 10.1016/j.hpb.2018.05.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Revised: 04/30/2018] [Accepted: 05/04/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND Recurrent pyogenic cholangitis (RPC) is a known risk factor for intrahepatic cholangiocarcinoma (ICC), whether it represents a poor prognostic factor remains controversial. The aim of this study was to investigate the post-hepatectomy oncological outcomes of patients with ICC and coexisting RPC. METHOD A retrospective analysis with propensity score matching (PSM) was performed for comparison between ICC patient with and without RPC. RESULTS There were 143 patients with ICC with a median follow-up of 21 months. RPC was diagnosed in 18% of patients. The time from RPC diagnosis to ICC diagnosis was 137(47-481) months. The 3-year disease-free (DFS) and overall survival for the whole population was 34% and 43% respectively. Preoperative child score, elevated carcinoembryonic antigen, presence of microvascular invasion, multiple tumours, presence of postoperative complications and RPC were independent factors for DFS and OS. After PSM, 60 ICC patients who did not have RPC were compared with 20 ICC patients with RPC. Patients with RPC had significantly worse median DFS (10 vs 23 months, P = 0.020) and OS (15 vs 45 months, P = 0.004) when compared to the patients without RPC. CONCLUSION RPC represents a poor prognostic factor affecting outcomes after hepatectomy for patients with ICC.
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Affiliation(s)
- Ka W Ma
- Department of Surgery, The University of Hong Kong, 102 Pokfulam Road, Hong Kong, China
| | - Tan T Cheung
- Department of Surgery, The University of Hong Kong, 102 Pokfulam Road, Hong Kong, China.
| | - Wong H She
- Department of Surgery, The University of Hong Kong, 102 Pokfulam Road, Hong Kong, China
| | - Kenneth S H Chok
- Department of Surgery, The University of Hong Kong, 102 Pokfulam Road, Hong Kong, China
| | - Albert C Yan Chan
- Department of Surgery, The University of Hong Kong, 102 Pokfulam Road, Hong Kong, China
| | - Jeff W Chiu Dai
- Department of Surgery, The University of Hong Kong, 102 Pokfulam Road, Hong Kong, China
| | - Chung M Lo
- Department of Surgery, The University of Hong Kong, 102 Pokfulam Road, Hong Kong, China
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He C, Zhang Y, Song Y, Wang J, Xing K, Lin X, Li S. Preoperative CEA levels are supplementary to CA19-9 levels in predicting prognosis in patients with resectable intrahepatic cholangiocarcinoma. J Cancer 2018; 9:3117-3128. [PMID: 30210635 PMCID: PMC6134824 DOI: 10.7150/jca.25339] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2018] [Accepted: 06/23/2018] [Indexed: 12/13/2022] Open
Abstract
Background: There are few diagnostic tools that can be used to determine which patient with intrahepatic cholangiocarcinoma (ICC) can benefit from surgery actually, highlighting that the need for new preoperative stratification strategies. The aim of this study was to investigate the predictive values of preoperative biomarkers in survival analyses for patients with ICC after surgical resection. Methods: A total of 285 patients with ICC were retrospectively reviewed. Receiver operating charateristics (ROC) curves were used to evaluate the predictive effects of preoperative carbohydrate antigen 19-9 (CA19-9) with different cutoff values and carcinoembryonic antigen (CEA) in patients with ICC. Results: Preoperative CA19-9 with a cutoff value of 200 U/ml performed better in predicting overall survival (OS) and progression free survival (PFS) in ICC patients. Patients with preoperative CA19-9 value > 200 U/ml generally had a poor surgical response. However, surgical resection could also benefit patients whose CA19-9 levels decreased postoperatively or preoperative CEA levels were negative. Conclusions: With the cutoff value of 200U/ml, CA19-9 was a better preoperative biomarker for predicting survival for ICC patients after surgical resection. Combination of preoperative CA19-9 and CEA showed the strongest predictive power in survival analyses in these patients and should be recognized in daily clinical care.
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Affiliation(s)
- Chaobin He
- Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P.R. China
| | - Yu Zhang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, Guangdong, 510060, P.R. China
| | - Yunda Song
- Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P.R. China
| | - Jun Wang
- Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P.R. China
| | - Kaili Xing
- Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P.R. China
| | - Xiaojun Lin
- Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P.R. China
| | - Shengping Li
- Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, P.R. China
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