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Martens SRWJ, Bhimani N, Gofton C, Brown KM, de Reuver PR, Hugh TJ. Mass-forming intrahepatic cholangiocarcinoma: treatment outcomes after curative-intent resection in an Australian tertiary referral hospital. ANZ J Surg 2025; 95:934-941. [PMID: 39641217 DOI: 10.1111/ans.19326] [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: 06/28/2024] [Revised: 09/28/2024] [Accepted: 11/13/2024] [Indexed: 12/07/2024]
Abstract
BACKGROUND Mass-forming intrahepatic cholangiocarcinoma (MF-ICC) is the second most common primary liver cancer and liver resection offers the best chance of possible cure. This study aimed to assess treatment outcomes and prognostic factors for long-term survival in patients who underwent curative-intent liver resection. METHODS A retrospective analysis was conducted on prospectively collected data from patients with MF-ICC managed at the Royal North Shore/North Shore Private Hospital from January 1998 to October 2023. Baseline, peri-operative and long-term outcomes have been analysed, including an overall survival (OS) and disease-free survival (DFS) analysis. RESULTS During the 25-year study period, 47 patients underwent curative-intent liver resection for primary MF-ICC at a median age of 70 years. The median OS was 36 months, with a 5-year OS of 33%. Multiple liver tumours (HR = 2.84; 95% CI = 1.24-6.48; P = 0.013) and a positive resection margin (HR = 2.46; 95% CI = 1.10-5.52; P = 0.029) were identified as independent predictors of poor long-term OS. Recurrence occurred in 62% of patients after a median DFS of 16 months, with poor tumour differentiation (HR = 3.93; 95% CI = 1.62-9.54; P = 0.002) and elevated tumour markers (HR = 3.47; 95% CI = 1.53-7.87; P = 0.003) as independent predictors of poor DFS. CONCLUSION Liver resection can offer a significant chance for prolonged survival in a highly selected population of patients with MF-ICC. However, the surgical challenges inherent in treating this rare disease are evident, emphasizing the need for a multimodal approach and continued exploration of additional therapies to enhance personalized treatment strategies.
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Affiliation(s)
- Sander R W J Martens
- Department of Surgery, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Nazim Bhimani
- Department of Upper Gastrointestinal Surgery, Royal North Shore Hospital, Sydney, New South Wales, Australia
- Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
| | - Cameron Gofton
- Department of Hepatology, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Kai M Brown
- Department of Upper Gastrointestinal Surgery, Royal North Shore Hospital, Sydney, New South Wales, Australia
- Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia
| | - Philip R de Reuver
- Department of Surgery, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Thomas J Hugh
- Department of Upper Gastrointestinal Surgery, Royal North Shore Hospital, Sydney, New South Wales, Australia
- Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia
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Ahmadzadeh AM, Lomer NB, Torigian DA. Radiomics and machine learning models for diagnosing microvascular invasion in cholangiocarcinoma: a systematic review and meta-analysis of diagnostic test accuracy studies. Clin Imaging 2025; 121:110456. [PMID: 40088548 DOI: 10.1016/j.clinimag.2025.110456] [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: 12/01/2024] [Revised: 01/30/2025] [Accepted: 03/12/2025] [Indexed: 03/17/2025]
Abstract
PURPOSE We aimed to systematically assess the value of radiomics/machine learning (ML) models for diagnosing microvascular invasion (MVI) in patients with cholangiocarcinoma (CCA) using various radiologic modalities. METHODS A systematic search of was conducted on Web of Sciences, PubMed, Scopus, and Embase. All the studies that assessed the value of radiomics models or ML models along with the use of imaging features were included. The Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) criteria and METhodological RadiomICs Score (METRICS) were used for quality assessment. Pooled estimates for the diagnostic performance of radiomics/ML models were calculated. I-squared was used to assess heterogeneity, and sensitivity and subgroup analyses were performed to find the sources of heterogeneity. Deeks' funnel plots were used to assess publication bias. RESULTS 11 studies were included in the systematic review with only one study being about extrahepatic CCA. According to the METRICS, the mean score was 62.99 %. Meta-analyses were performed on intrahepatic CCA studies. The meta-analysis of the best ML models revealed an AUC of 0.93 in the training cohort and an AUC of 0.85 in the validation cohort. Regarding the best radiomics model, the AUC was 0.85 in the training cohort and 0.81 in the validation cohort. CONCLUSION Radiomics/ML models showed very good diagnostic performance regarding MVI diagnosis in patients with intrahepatic CCA and may provide a non-invasive method for this purpose. However, given the high heterogeneity and low number of the included studies, further multi-center studies with prospective design and robust external validation are essential.
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Affiliation(s)
- Amir Mahmoud Ahmadzadeh
- Department of Radiology, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Nima Broomand Lomer
- Medical Image Processing Group, Department of Radiology, University of Pennsylvania, PA 19104, United States
| | - Drew A Torigian
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA 19104, United States of America.
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Zhu Y, Chen J, Cui W, Cui C, Jin H, Wang J, Wang Z. Preoperative Computed Tomography Radiomics-Based Models for Predicting Microvascular Invasion of Intrahepatic Mass-Forming Cholangiocarcinoma. J Comput Assist Tomogr 2025; 49:358-366. [PMID: 39761501 DOI: 10.1097/rct.0000000000001686] [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: 05/15/2025]
Abstract
OBJECTIVES The aim of the study is to investigate the ability of preoperative CT (Computed Tomography)-based radiomics signature to predict microvascular invasion (MVI) of intrahepatic mass-forming cholangiocarcinoma (IMCC) and develop radiomics-based prediction models. MATERIALS AND METHODS Preoperative clinical data, basic CT features, and radiomics features of 121 IMCC patients (44 with MVI and 77 without MVI) were retrospectively reviewed. The loading and display of CT images, delineation of the volume of interest, and feature extraction were performed using 3D Slicer. Radiomics features were selected by the LASSO logistic regression model. Multivariate logistic regression analysis was used to establish the radiomics model, radiologic model, and combined model in the training set (n = 85) to predict the MVI of IMCC, and then verified in the validation set (n = 36). RESULTS Among the 3948 radiomics features extracted from multiphase dynamic enhanced CT imaging, 16 most stable features were selected. The AUC of the radiomics model for predicting MVI in the training set and validation set were 0.935 and 0.749, respectively. The AUC of the radiologic model for predicting MVI in the training set and validation set were 0.827 and 0.796, respectively. When radiomics and radiologic models are combined, the predictive performance of the combined model (constructed with shape, intratumoral vessels, portal venous phase tumor-liver CT ratio, and radscore) is optimal, with an AUC of 0.958 in the training set and 0.829 in the test set for predicting MVI. CONCLUSIONS CT radiomics signature is a powerful predictor for predicting MVI. The preoperative combined model (constructed with shape, intratumoral vessels, portal venous phase tumor-liver CT ratio, and radscore) performed well in predicting the MVI.
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Affiliation(s)
- Yong Zhu
- Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, Jiangsu Province, China
| | - Jiao Chen
- Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, Jiangsu Province, China
| | - Wenjing Cui
- Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, Jiangsu Province, China
| | - Can Cui
- Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, Jiangsu Province, China
| | - Hailin Jin
- Digestive Endoscopy Center, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, Jiangsu Province, China
| | - Jianhua Wang
- Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, Jiangsu Province, China
| | - Zhongqiu Wang
- Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, Jiangsu Province, China
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Chun SJ, Jung YJ, Choi Y, Yi NJ, Lee KW, Suh KS, Lee KB, Kang HC, Chie EK, Kim KS. Prognostic Evaluation and Survival Prediction for Combined Hepatocellular-Cholangiocarcinoma Following Hepatectomy. Cancer Res Treat 2025; 57:229-239. [PMID: 38965925 PMCID: PMC11729305 DOI: 10.4143/crt.2024.176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 06/26/2024] [Indexed: 07/06/2024] Open
Abstract
PURPOSE This study aimed to assess prognostic factors associated with combined hepatocellular-cholangiocarcinoma (cHCC-CCA) and to predict 5-year survival based on these factors. MATERIALS AND METHODS Patients who underwent definitive hepatectomy from 2006 to 2022 at a single institution was retrospectively analyzed. Inclusion criteria involved a pathologically confirmed diagnosis of cHCC-CCA. RESULTS A total of 80 patients with diagnosed cHCC-CCA were included in the analysis. The median progression-free survival was 15.6 months, while distant metastasis-free survival (DMFS), hepatic progression-free survival, and overall survival (OS) were 50.8, 21.5, and 85.1 months, respectively. In 52 cases of recurrence, intrahepatic recurrence was the most common initial recurrence (34/52), with distant metastasis in 17 cases. Factors associated with poor DMFS included tumor necrosis, lymphovascular invasion (LVI), perineural invasion, and histologic compact type. Postoperative carbohydrate antigen 19-9, tumor necrosis, LVI, and close/positive margin were associated with poor OS. LVI emerged as a key factor affecting both DMFS and OS, with a 5-year OS of 93.3% for patients without LVI compared to 35.8% with LVI. Based on these factors, a nomogram predicting 3-year and 5-year DMFS and OS was developed, demonstrating high concordance with actual survival in the cohort (Harrell C-index 0.809 for OS, 0.801 for DMFS, respectively). CONCLUSION The prognosis of cHCC-CCA is notably poor when combined with LVI. Given the significant impact of adverse features, accurate outcome prediction is crucial. Moreover, consideration of adjuvant therapy may be warranted for patients exhibiting poor survival and increased risk of local recurrence or distant metastasis.
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Affiliation(s)
- Seok-Joo Chun
- Department of Radiation Oncology, Seoul National University Hospital, Seoul, Korea
- Department of Radiation Oncology, Dongguk University Ilsan Hospital, Dongguk University College of Medicine, Goyang, Korea
| | - Yu Jung Jung
- Department of Radiation Oncology, Seoul National University Hospital, Seoul, Korea
| | - YoungRok Choi
- Department of Surgery, Seoul National University Hospital, Seoul, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Nam-Joon Yi
- Department of Surgery, Seoul National University Hospital, Seoul, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Kwang-Woong Lee
- Department of Surgery, Seoul National University Hospital, Seoul, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Kyung-Suk Suh
- Department of Surgery, Seoul National University Hospital, Seoul, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Kyoung Bun Lee
- Department of Pathology, Seoul National University College of Medicine, Seoul, Korea
| | - Hyun-Cheol Kang
- Department of Radiation Oncology, Seoul National University Hospital, Seoul, Korea
- Department of Radiation Oncology, Seoul National University College of Medicine, Seoul, Korea
| | - Eui Kyu Chie
- Department of Radiation Oncology, Seoul National University Hospital, Seoul, Korea
- Department of Radiation Oncology, Seoul National University College of Medicine, Seoul, Korea
| | - Kyung Su Kim
- Department of Radiation Oncology, Seoul National University Hospital, Seoul, Korea
- Department of Radiation Oncology, Seoul National University College of Medicine, Seoul, Korea
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Liang L, Xu ZD, Lu WF, Du CF, Gao ZY, Huang XK, Wang KD, Ye TW, Dai MG, Liu SY, Shen GL, Liu JW, Zhang CW, Huang DS. Survival benefit from adjuvant TACE combined with lenvatinib for patients with hepatocellular carcinoma and microvascular invasion after curative hepatectomy. Asian J Surg 2024; 47:5106-5112. [PMID: 38724372 DOI: 10.1016/j.asjsur.2024.04.157] [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: 12/21/2023] [Revised: 02/06/2024] [Accepted: 04/25/2024] [Indexed: 12/05/2024] Open
Abstract
BACKGROUND AND AIMS The prognosis of patients with hepatocellular carcinoma (HCC) undergoing hepatectomy is unsatisfactory, especially for those with microvascular invasion (MVI). This study aimed to determine the impact of adjuvant transcatheter arterial chemoembolization (TACE) and Lenvatinib on the prognosis of patients with HCC and MVI after hepatectomy. METHODS Patients diagnosed with HCC and MVI were reviewed, and stratified into four groups according to adjuvant TACE and/or Lenvatinib. Multivariate Cox regression analyses are used to determine independent risk factors. RESULTS 346 patients were included, and divided into four groups (Group I, TACE+ Lenvatinib; Group II, Lenvatinib; Group III, TACE; Group IV, without adjuvant therapy). Multivariable analysis showed that compared to Group IV, Group I had the best effect on improving the overall survival (OS, HR 0.321, 95%CI 0.099-0.406, P = 0.001) and recurrence-free survival (RFS, HR 0.319, 95%CI 0.129-0.372, P = 0.001). Additionally, compared with Group II or Group III, Group I also can significantly improve the OS and RFS. There is no significant difference between Group II and Group III in OS and RFS. CONCLUSION The combination of TACE and Lenvatinib should be considered for anti-recurrence therapy for patients with HCC and MVI after hepatectomy.
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Affiliation(s)
- Lei Liang
- Department of Clinical Medicine, Medical College of Soochow University, Suzhou, Jiangsu Province, China; General Surgery, Cancer Center, Department of Hepatobiliary and Pancreatic Surgery and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang Province, China.
| | - Zhu-Ding Xu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
| | - Wen-Feng Lu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
| | - Cheng-Fei Du
- General Surgery, Cancer Center, Department of Hepatobiliary and Pancreatic Surgery and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang Province, China; Department of the Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Zhen-Yu Gao
- General Surgery, Cancer Center, Department of Hepatobiliary and Pancreatic Surgery and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang Province, China; Department of Postgraduate Training Base Alliance, Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Xiao-Kun Huang
- General Surgery, Cancer Center, Department of Hepatobiliary and Pancreatic Surgery and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang Province, China; Department of Postgraduate Training Base Alliance, Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Kai-Di Wang
- General Surgery, Cancer Center, Department of Hepatobiliary and Pancreatic Surgery and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang Province, China; Department of the Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Tai-Wei Ye
- General Surgery, Cancer Center, Department of Hepatobiliary and Pancreatic Surgery and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang Province, China; Department of the Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Mu-Gen Dai
- Department of Gastroenterology, The Fifth Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Si-Yu Liu
- Department of Laboratory Medicine, The Key Laboratory of Imaging Diagnosis and Minimally Invasive Interventional Research of Zhejiang Province, Zhejiang University Lishui Hospital, Lishui, Zhejiang, China
| | - Guo-Liang Shen
- General Surgery, Cancer Center, Department of Hepatobiliary and Pancreatic Surgery and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Jun-Wei Liu
- General Surgery, Cancer Center, Department of Hepatobiliary and Pancreatic Surgery and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Cheng-Wu Zhang
- General Surgery, Cancer Center, Department of Hepatobiliary and Pancreatic Surgery and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Dong-Sheng Huang
- Department of Clinical Medicine, Medical College of Soochow University, Suzhou, Jiangsu Province, China; General Surgery, Cancer Center, Department of Hepatobiliary and Pancreatic Surgery and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang Province, China.
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Xu S, Wan M, Ye C, Chen R, Li Q, Zhang X, Ruan J. Machine learning based on biological context facilitates the identification of microvascular invasion in intrahepatic cholangiocarcinoma. Carcinogenesis 2024; 45:721-734. [PMID: 39086220 DOI: 10.1093/carcin/bgae052] [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: 10/18/2023] [Revised: 05/27/2024] [Accepted: 07/31/2024] [Indexed: 08/02/2024] Open
Abstract
Intrahepatic cholangiocarcinoma is a rare disease associated with a poor prognosis, primarily due to early recurrence and metastasis. An important feature of this condition is microvascular invasion (MVI). However, current predictive models based on imaging have limited efficacy in this regard. This study employed a random forest model to construct a predictive model for MVI identification and uncover its biological basis. Single-cell transcriptome sequencing, whole exome sequencing, and proteome sequencing were performed. The area under the curve of the prediction model in the validation set was 0.93. Further analysis indicated that MVI-associated tumor cells exhibited functional changes related to epithelial-mesenchymal transition and lipid metabolism due to alterations in the nuclear factor-kappa B and mitogen-activated protein kinase signaling pathways. Tumor cells were also differentially enriched for the interleukin-17 signaling pathway. There was less infiltration of SLC30A1+ CD8+ T cells expressing cytotoxic genes in MVI-associated intrahepatic cholangiocarcinoma, whereas there was more infiltration of myeloid cells with attenuated expression of the major histocompatibility complex II pathway. Additionally, MVI-associated intercellular communication was closely related to the SPP1-CD44 and ANXA1-FPR1 pathways. These findings resulted in a brilliant predictive model and fresh insights into MVI.
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Affiliation(s)
- Shuaishuai Xu
- Department of Hepatobiliary Surgery, The Affiliated Hospital of Southwest Medical University, 25 Taiping Road, Luzhou 646000, Sichuan Province, China
- Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, and Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, 79 Qingchun Road, Hangzhou 310000, Zhejiang Province, China
| | - Mingyu Wan
- Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, and Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, 79 Qingchun Road, Hangzhou 310000, Zhejiang Province, China
| | - Chanqi Ye
- Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, and Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, 79 Qingchun Road, Hangzhou 310000, Zhejiang Province, China
| | - Ruyin Chen
- Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, and Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, 79 Qingchun Road, Hangzhou 310000, Zhejiang Province, China
| | - Qiong Li
- Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, and Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, 79 Qingchun Road, Hangzhou 310000, Zhejiang Province, China
| | - Xiaochen Zhang
- Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, and Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, 79 Qingchun Road, Hangzhou 310000, Zhejiang Province, China
| | - Jian Ruan
- Department of Hepatobiliary Surgery, The Affiliated Hospital of Southwest Medical University, 25 Taiping Road, Luzhou 646000, Sichuan Province, China
- Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, and Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, 79 Qingchun Road, Hangzhou 310000, Zhejiang Province, China
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Xiao Y, Wu F, Hou K, Wang F, Zhou C, Huang P, Yang C, Zeng M. MR radiomics to predict microvascular invasion status and biological process in combined hepatocellular carcinoma-cholangiocarcinoma. Insights Imaging 2024; 15:172. [PMID: 38981992 PMCID: PMC11233482 DOI: 10.1186/s13244-024-01741-5] [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: 12/28/2023] [Accepted: 06/09/2024] [Indexed: 07/11/2024] Open
Abstract
OBJECTIVES To establish an MRI-based radiomics model for predicting the microvascular invasion (MVI) status of cHCC-CCA and to investigate biological processes underlying the radiomics model. METHODS The study consisted of a retrospective dataset (82 in the training set, 36 in the validation set) and a prospective dataset (25 patients in the test set) from two hospitals. Based on the training set, logistic regression analyses were employed to develop the clinical-imaging model, while radiomic features were extracted to construct a radiomics model. The diagnosis performance was further validated in the validation and test sets. Prognostic aspects of the radiomics model were investigated using the Kaplan-Meier method and log-rank test. Differential gene expression analysis and gene ontology (GO) analysis were conducted to explore biological processes underlying the radiomics model based on RNA sequencing data. RESULTS One hundred forty-three patients (mean age, 56.4 ± 10.5; 114 men) were enrolled, in which 73 (51.0%) were confirmed as MVI-positive. The radiomics model exhibited good performance in predicting MVI status, with the area under the curve of 0.935, 0.873, and 0.779 in training, validation, and test sets, respectively. Overall survival (OS) was significantly different between the predicted MVI-negative and MVI-positive groups (median OS: 25 vs 18 months, p = 0.008). Radiogenomic analysis revealed associations between the radiomics model and biological processes involved in regulating the immune response. CONCLUSION A robust MRI-based radiomics model was established for predicting MVI status in cHCC-CCA, in which potential prognostic value and underlying biological processes that regulate immune response were demonstrated. CRITICAL RELEVANCE STATEMENT MVI is a significant manifestation of tumor invasiveness, and the MR-based radiomics model established in our study will facilitate risk stratification. Furthermore, underlying biological processes demonstrated in the radiomics model will offer valuable insights for guiding immunotherapy strategies. KEY POINTS MVI is of prognostic significance in cHCC-CCA, but lacks reliable preoperative assessment. The MRI-based radiomics model predicts MVI status effectively in cHCC-CCA. The MRI-based radiomics model demonstrated prognostic value and underlying biological processes. The radiomics model could guide immunotherapy and risk stratification in cHCC-CCA.
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Affiliation(s)
- Yuyao Xiao
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Fei Wu
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Kai Hou
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Fang Wang
- Shanghai United Imaging Intelligence Co. Ltd, Shanghai, China
| | - Changwu Zhou
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Peng Huang
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Chun Yang
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China.
| | - Mengsu Zeng
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China.
- Shanghai Institute of Medical Imaging, Shanghai, China.
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China.
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8
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Holzner ML, Mazzaferro V, Busset MDD, Aldrighetti L, Ratti F, Hasegawa K, Arita J, Sapisochin G, Abreu P, Schoning W, Schmelzle M, Nevermann N, Pratschke J, Florman S, Halazun K, Schwartz ME, Tabrizian P. Is Repeat Resection for Recurrent Intrahepatic Cholangiocarcinoma Warranted? Outcomes of an International Analysis. Ann Surg Oncol 2024; 31:4397-4404. [PMID: 38334851 DOI: 10.1245/s10434-024-14975-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 01/12/2024] [Indexed: 02/10/2024]
Abstract
BACKGROUND Recurrence of intrahepatic cholangiocarcinoma (ICC) after liver resection (LR) remains high, and optimal therapy for recurrent ICC is challenging. Herein, we assess the outcomes of patients undergoing repeat resection for recurrent ICC in a large, international multicenter cohort. PATIENTS AND METHODS Outcomes of adults from six large hepatobiliary centers in North America, Europe, and Asia with recurrent ICC following primary LR between 2001 and 2015 were analyzed. Cox models determined predictors of post-recurrence survival. RESULTS Of patients undergoing LR for ICC, 499 developed recurrence. The median time to recurrence was 10 months, and 47% were intrahepatic. Overall 3-year post-recurrence survival rate was 28.6%. In total, 121 patients (25%) underwent repeat resection, including 74 (61%) repeat LRs. Surgically treated patients were more likely to have solitary intrahepatic recurrences and significantly prolonged survival compared with those receiving locoregional or systemic therapy alone with a 3-year post-recurrence survival rate of 47%. Independent predictors of post-recurrence death included time to recurrence < 1 year [HR 1.66 (1.32-2.10), p < 0.001], site of recurrence [HR 1.74 (1.28-2.38), p < 0.001], macrovascular invasion [HR 1.43 (1.05-1.95), p = 0.024], and size of recurrence > 3 cm [HR 1.68 (1.24-2.29), p = 0.001]. Repeat resection was independently associated with decreased post-recurrence death [HR 0.58 0.43-0.78), p < 0.001]. CONCLUSIONS Repeat resection for recurrent ICC in select patients can result in extended survival. Thus, challenging the paradigm of offering these patients locoregional or chemo/palliative therapy alone as the mainstay of treatment.
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Affiliation(s)
- Matthew L Holzner
- Recanati/Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Vincenzo Mazzaferro
- Hepato-Pancreato-Biliary Surgery and Liver Transplantation, Fondazione IRCCS Istituto Nazionale Tumori di Milano, Milan, Italy
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Michele Droz Dit Busset
- Hepato-Pancreato-Biliary Surgery and Liver Transplantation, Fondazione IRCCS Istituto Nazionale Tumori di Milano, Milan, Italy
| | - Luca Aldrighetti
- Hepatobiliary Surgery Division, IRCCS San Raffaele Hospital, Milan, Italy
| | - Francesca Ratti
- Hepatobiliary Surgery Division, IRCCS San Raffaele Hospital, Milan, Italy
| | - Kiyoshi Hasegawa
- Hepato-Biliary-Pancreatic Surgery Division, Artificial Organ and Transplantation Surgery Division, Department of Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Junichi Arita
- Hepato-Biliary-Pancreatic Surgery Division, Artificial Organ and Transplantation Surgery Division, Department of Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Gonzalo Sapisochin
- Multi-Organ Transplant and HPB Surgical Oncology, Division of General Surgery, Department of Surgery, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Phillipe Abreu
- Multi-Organ Transplant and HPB Surgical Oncology, Division of General Surgery, Department of Surgery, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Wenzel Schoning
- Department of Surgery, Charité-Universitätsmedizin Berlin, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
| | - Mortiz Schmelzle
- Department of Surgery, Charité-Universitätsmedizin Berlin, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
| | - Nora Nevermann
- Department of Surgery, Charité-Universitätsmedizin Berlin, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
| | - Johann Pratschke
- Department of Surgery, Charité-Universitätsmedizin Berlin, Campus Charité Mitte, Campus Virchow-Klinikum, Berlin, Germany
| | - Sander Florman
- Recanati/Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Karim Halazun
- NYU Langone Transplant Institute, NYU Langone Health, New York, NY, USA
| | - Myron E Schwartz
- Recanati/Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Parissa Tabrizian
- Recanati/Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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Xu H, Chai CP, Tang H, Su YH, Yu C, Li L, Yi JF, Ye ZZ, Wang ZF, Hu JJ, Luo W, Zhang H, Miao X, Zhou WC. Establishment and Characterization of a New Intrahepatic Cholangiocarcinoma Cell Line, ICC-X2. World J Oncol 2024; 15:114-125. [PMID: 38274721 PMCID: PMC10807924 DOI: 10.14740/wjon1757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Accepted: 12/11/2023] [Indexed: 01/27/2024] Open
Abstract
Background Intrahepatic cholangiocarcinoma (ICC) is an aggressive malignant tumor of the biliary tract that is prone to recurrence and metastasis and is characterized by poor sensitivity to chemotherapy and overall prognosis. For these reasons, there is an urgent need to understand its pathological mechanisms and develop effective treatments. To address this challenge, the establishment of suitable preclinical models is critical. Methods Fresh ICC tissue samples were used for primary culture and subculture. The cell line was evaluated by cell proliferation assays, clonal formation assays, karyotype analysis, and short tandem repeat (STR) analysis. Drug resistances against oxaliplatin, paclitaxel, gemcitabine and 5-fluorouracil (5-FU) were evaluated by CCK-8 assay. Subcutaneous injection of 1 × 106 cells to three BALB/c nude mice was conducted for xenograft studies. The hematoxylin and eosin (H&E) staining was used to detect the pathological status of the cell line. The expression of biomarkers CK7, CK19, Ki-67, E-cadherin and vimentin was determined by immunocytochemistry assay. Results A new ICC cell line named ICC-X2 was successfully established. Like ICC-X3 established using the same patient's metastatic tumor, the cell line has been continuously cultured in vitro for more than a year and has been passaged more than 100 times. ICC-X2 retained the typical biliary epithelial morphology. The population doubling time of ICC-X2 is 48 h. The cells demonstrated an abnormal nearly tetraploid karyotype. The STR analysis confirmed that ICC-X2 was highly consistent with the primary tumor tissue and not cross-contaminated by existing cell lines. ICC-X2 cells positively expressed CK7, CK19, E-cadherin, and vimentin, and the positive expression of Ki-67 in ICC-X2 cells was 40%. The ICC-X2 cells exhibited a strong clonogenic ability. The drug sensitivity test indicated that ICC-X2 was sensitive to oxaliplatin and paclitaxel, but naturally resistant to gemcitabine and 5-FU. ICC-X2 was rapidly able to form transplanted tumors in vivo after subcutaneous inoculation in nude mice. Conclusions ICC-X2 is an excellent experimental model that can be used for studying the occurrence, development, and metastasis of ICC and investigating the mechanism of tumor drug resistance.
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Affiliation(s)
- Hao Xu
- The Fourth Department of General Surgery, the First Hospital of Lanzhou University, Lanzhou 730000, China
- The First Clinical Medical College, Lanzhou University, Lanzhou 730000, China
- These authors contributed equally to this work
| | - Chang Peng Chai
- The Fourth Department of General Surgery, the First Hospital of Lanzhou University, Lanzhou 730000, China
- The Second Clinical Medical College, Lanzhou University, Lanzhou 730000, China
- These authors contributed equally to this work
| | - Huan Tang
- The Second Clinical Medical College, Lanzhou University, Lanzhou 730000, China
- These authors contributed equally to this work
| | - Yuan Hui Su
- The Second Clinical Medical College, Lanzhou University, Lanzhou 730000, China
| | - Cheng Yu
- The Second Clinical Medical College, Lanzhou University, Lanzhou 730000, China
- Department of Anesthesiology, Lanzhou University Second Hospital, Lanzhou 730000, China
| | - Lu Li
- The Fourth Department of General Surgery, the First Hospital of Lanzhou University, Lanzhou 730000, China
| | - Jian Feng Yi
- The First Clinical Medical College, Lanzhou University, Lanzhou 730000, China
- Department of Surgery, The First School of Clinical Medicine of Gansu University of Chinese Medicine, Lanzhou 730000, China
| | - Zhen Zhen Ye
- The Second Clinical Medical College, Lanzhou University, Lanzhou 730000, China
| | - Zheng Feng Wang
- The Fourth Department of General Surgery, the First Hospital of Lanzhou University, Lanzhou 730000, China
- The Second Clinical Medical College, Lanzhou University, Lanzhou 730000, China
| | - Jin Jing Hu
- The Fourth Department of General Surgery, the First Hospital of Lanzhou University, Lanzhou 730000, China
| | - Wei Luo
- The Fourth Department of General Surgery, the First Hospital of Lanzhou University, Lanzhou 730000, China
| | - Hui Zhang
- The Second Clinical Medical College, Lanzhou University, Lanzhou 730000, China
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou 730000, China
| | - Xin Miao
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Animal Virology of the Ministry of Agriculture, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou 730000, China
| | - Wen Ce Zhou
- The Second Clinical Medical College, Lanzhou University, Lanzhou 730000, China
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou 730000, China
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Sheng X, Qin JM. Mechanism of postoperative recurrence and metastasis of intrahepatic cholangiocellular carcinoma and clinical prevention and treatment strategy. Shijie Huaren Xiaohua Zazhi 2023; 31:753-765. [DOI: 10.11569/wcjd.v31.i18.753] [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: 09/04/2023] [Revised: 09/12/2023] [Accepted: 09/18/2023] [Indexed: 09/28/2023] Open
Abstract
Intrahepatic cholangiocellular carcinoma is a primary adenocarcinoma originating from intrahepatic bile duct epithelial cells. The tumor has no capsule. At the early stage of the tumor, there are infiltration and metastasis along the lymphatic vessels, blood vessels, perineural space, and loose fibrous connective tissue, which are characterized by lymph node metastasis. Due to the absence of characteristic clinical manifestations and the lack of specific molecular markers for early diagnosis, the surgical resection rate is low and the postoperative tumor recurrence and metastasis rate is high. Low efficacy of chemoradiotherapy, molecular targeted drugs, and immunotherapy results in the poor prognosis. Further research of molecular pathology, gene function, and imaging technology can help elucidate the occurrence, recurrence, and metastasis mechanism of intrahepatic cholangiocellular carcinoma to improve its early diagnosis rate and precise clinical staging. Individualized precision treatment and prevention for the risk factors to reduce the recurrence and metastasis rate postoperatively are key to improving the patient prognosis.
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Affiliation(s)
- Xia Sheng
- Department of Pathology, Affiliated Minhang Hospital, Fudan University, Shanghai 201100, China
| | - Jian-Min Qin
- Department of General Surgery, The Third Hospital Affiliated to Naval Military Medical University, Shanghai 201805, China
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Yu L, Dai MG, Lu WF, Wang DD, Ye TW, Xu FQ, Liu SY, Liang L, Feng DJ. Preoperative prediction model for microvascular invasion in HBV-related intrahepatic cholangiocarcinoma. BMC Surg 2023; 23:239. [PMID: 37592274 PMCID: PMC10433593 DOI: 10.1186/s12893-023-02139-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 08/04/2023] [Indexed: 08/19/2023] Open
Abstract
BACKGROUND AND AIMS Preoperative prediction of microvascular invasion (MVI) using a noninvasive method remain unresolved, especially in HBV-related in intrahepatic cholangiocarcinoma (ICC). This study aimed to build and validate a preoperative prediction model for MVI in HBV-related ICC. METHODS Patients with HBV-associated ICC undergoing curative surgical resection were identified. Univariate and multivariate logistic regression analyses were performed to determine the independent risk factors of MVI in the training cohort. Then, a prediction model was built by enrolling the independent risk factors. The predictive performance was validated by receiver operator characteristic curve (ROC) and calibration in the validation cohort. RESULTS Consecutive 626 patients were identified and randomly divided into the training (418, 67%) and validation (208, 33%) cohorts. Multivariate analysis showed that TBIL, CA19-9, tumor size, tumor number, and preoperative image lymph node metastasis were independently associated with MVI. Then, a model was built by enrolling former fiver risk factors. In the validation cohort, the performance of this model showed good calibration. The area under the curve was 0.874 (95% CI: 0.765-0.894) and 0.729 (95%CI: 0.706-0.751) in the training and validation cohort, respectively. Decision curve analysis showed an obvious net benefit from the model. CONCLUSION Based on clinical data, an easy model was built for the preoperative prediction of MVI, which can assist clinicians in surgical decision-making and adjuvant therapy.
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Affiliation(s)
- Liang Yu
- Department of Radiology, Cancer Center, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Zhejiang, Hangzhou, China
| | - Mu-Gen Dai
- Department of Gastroenterology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, Zhejiang, China
| | - Wen-Feng Lu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University, Shanghai, China
| | - Dong-Dong Wang
- Department of Hepatobiliary & Pancreatic Surgery and Minimally Invasive Surgery , General Surgery, Cancer Center, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Zhejiang, Hangzhou, China
| | - Tai-Wei Ye
- Department of Hepatobiliary & Pancreatic Surgery and Minimally Invasive Surgery , General Surgery, Cancer Center, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Zhejiang, Hangzhou, China
| | - Fei-Qi Xu
- Department of Hepatobiliary & Pancreatic Surgery and Minimally Invasive Surgery , General Surgery, Cancer Center, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Zhejiang, Hangzhou, China
| | - Si-Yu Liu
- Department of Gastroenterology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, Zhejiang, China
- Department of Laboratory Medicine, The Key Laboratory of Imaging Diagnosis and Minimally Invasive Interventional Research of Zhejiang Province, Zhejiang University Lishui Hospital, Lishui, Zhejiang, China
| | - Lei Liang
- Department of Hepatobiliary & Pancreatic Surgery and Minimally Invasive Surgery , General Surgery, Cancer Center, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Zhejiang, Hangzhou, China
| | - Du-Jin Feng
- Department of Clinical Laboratory, Laboratory Medicine Center, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Zhejiang, 310014, Hangzhou, China.
- Department of Laboratory Medicine Center, Zhejiang Center for Clinical Laboratories, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, China.
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12
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Sun Z, Han X, You W, Tang J, Xu J, Ye B, Li T, Zhang Y, Chen K, Ding Y, Wang W. Adjuvant therapy for cholangiocarcinoma after surgery and prognosis factors for cholangiocarcinoma: A single-center retrospective cohort study. Front Oncol 2023; 13:1116338. [PMID: 37007129 PMCID: PMC10063974 DOI: 10.3389/fonc.2023.1116338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 02/24/2023] [Indexed: 03/19/2023] Open
Abstract
BackgroundCholangiocarcinoma (CCA) is a highly heterogeneous malignant tumor, and more than 60% of patients have recurrence and metastasis after surgery. The efficacy of postoperative adjuvant therapy for CCA remains unclear. This study aimed to explore whether adjuvant therapy benefits patients with CCA and examine the independent prognostic factors for overall survival (OS) and progression-free survival (PFS).MethodsPatients with CCA undergoing surgery were retrospectively enrolled in this study from June 2016 to June 2022. The chi-square test or Fisher exact test was used to analyze the correlation between clinicopathologic characteristics. Survival curves were plotted using the Kaplan-Meier method, and the Cox regression model was used for univariate and multivariate analysis to search for independent prognostic factors.ResultsOf the 215 eligible patients, 119 patients received adjuvant therapy, and the other 96 patients did not. The median follow-up was 37.5 months. The median OS of CCA patients with and without adjuvant therapy was 45 and 18 months (P < 0.001), respectively. The median PFS of CCA patients with and without adjuvant therapy was 34 and 8 months (P < 0.001), respectively. The Cox univariate and multivariate regression analysis showed that preoperative aspartate transaminase and carbohydrate antigen 19-9, microvascular invasion, lymph node metastasis, differentiation degree, and adjuvant therapy were independent prognostic factors for OS (all P values < 0.05). Preoperative carbohydrate antigen 125, microvascular invasion, lymph node metastasis, differentiation degree, and adjuvant therapy were independent prognostic factors for PFS (all P values < 0.05). The stratified analysis by TMN stage detected significant differences in the early stages (median OS [mOS]: P = 0.0128; median PFS [mPFS]: P = 0.0209) and advanced stages (mOS and mPFS: both P values < 0.001). Adjuvant therapy was also identified as a significantly favorable prognostic factor for OS and PFS in the early stages and advanced stages.ConclusionPostoperative adjuvant therapy can improve the prognosis of patients with CCA, even in the early stages and advanced stages. All data suggest that adjuvant therapy should be incorporated into the treatment of CCA in all cases, where appropriate.
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Affiliation(s)
- Zhongquan Sun
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Diagnosis and Treatment for Hepatobiliary and Pancreatic Tumor of Zhejiang Province, Hangzhou, Zhejiang, China
- Research Center of Diagnosis and Treatment Technology for Hepatocellular Carcinoma of Zhejiang Province, Hangzhou, Zhejiang, China
- National Innovation Center for Fundamental Research on Cancer Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
- Zhejiang University (ZJU)-Pujian Research & Development Center of Medical Artificial Intelligence for Hepatobiliary and Pancreatic Disease, Hangzhou, Zhejiang, China
| | - Xin Han
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Diagnosis and Treatment for Hepatobiliary and Pancreatic Tumor of Zhejiang Province, Hangzhou, Zhejiang, China
- Research Center of Diagnosis and Treatment Technology for Hepatocellular Carcinoma of Zhejiang Province, Hangzhou, Zhejiang, China
- National Innovation Center for Fundamental Research on Cancer Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
- Zhejiang University (ZJU)-Pujian Research & Development Center of Medical Artificial Intelligence for Hepatobiliary and Pancreatic Disease, Hangzhou, Zhejiang, China
| | - Wanlu You
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Diagnosis and Treatment for Hepatobiliary and Pancreatic Tumor of Zhejiang Province, Hangzhou, Zhejiang, China
- Research Center of Diagnosis and Treatment Technology for Hepatocellular Carcinoma of Zhejiang Province, Hangzhou, Zhejiang, China
- National Innovation Center for Fundamental Research on Cancer Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
- Zhejiang University (ZJU)-Pujian Research & Development Center of Medical Artificial Intelligence for Hepatobiliary and Pancreatic Disease, Hangzhou, Zhejiang, China
| | - Jinlong Tang
- Department of Pathology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Juehua Xu
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Diagnosis and Treatment for Hepatobiliary and Pancreatic Tumor of Zhejiang Province, Hangzhou, Zhejiang, China
- Research Center of Diagnosis and Treatment Technology for Hepatocellular Carcinoma of Zhejiang Province, Hangzhou, Zhejiang, China
- National Innovation Center for Fundamental Research on Cancer Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
- Zhejiang University (ZJU)-Pujian Research & Development Center of Medical Artificial Intelligence for Hepatobiliary and Pancreatic Disease, Hangzhou, Zhejiang, China
| | - Binglin Ye
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Diagnosis and Treatment for Hepatobiliary and Pancreatic Tumor of Zhejiang Province, Hangzhou, Zhejiang, China
- Research Center of Diagnosis and Treatment Technology for Hepatocellular Carcinoma of Zhejiang Province, Hangzhou, Zhejiang, China
- National Innovation Center for Fundamental Research on Cancer Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
- Zhejiang University (ZJU)-Pujian Research & Development Center of Medical Artificial Intelligence for Hepatobiliary and Pancreatic Disease, Hangzhou, Zhejiang, China
| | - Tengfei Li
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Diagnosis and Treatment for Hepatobiliary and Pancreatic Tumor of Zhejiang Province, Hangzhou, Zhejiang, China
- Research Center of Diagnosis and Treatment Technology for Hepatocellular Carcinoma of Zhejiang Province, Hangzhou, Zhejiang, China
- National Innovation Center for Fundamental Research on Cancer Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
- Zhejiang University (ZJU)-Pujian Research & Development Center of Medical Artificial Intelligence for Hepatobiliary and Pancreatic Disease, Hangzhou, Zhejiang, China
| | - Yixin Zhang
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Diagnosis and Treatment for Hepatobiliary and Pancreatic Tumor of Zhejiang Province, Hangzhou, Zhejiang, China
- Research Center of Diagnosis and Treatment Technology for Hepatocellular Carcinoma of Zhejiang Province, Hangzhou, Zhejiang, China
- National Innovation Center for Fundamental Research on Cancer Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
- Zhejiang University (ZJU)-Pujian Research & Development Center of Medical Artificial Intelligence for Hepatobiliary and Pancreatic Disease, Hangzhou, Zhejiang, China
| | - Kai Chen
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Diagnosis and Treatment for Hepatobiliary and Pancreatic Tumor of Zhejiang Province, Hangzhou, Zhejiang, China
- Research Center of Diagnosis and Treatment Technology for Hepatocellular Carcinoma of Zhejiang Province, Hangzhou, Zhejiang, China
- National Innovation Center for Fundamental Research on Cancer Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
- Zhejiang University (ZJU)-Pujian Research & Development Center of Medical Artificial Intelligence for Hepatobiliary and Pancreatic Disease, Hangzhou, Zhejiang, China
| | - Yuan Ding
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Diagnosis and Treatment for Hepatobiliary and Pancreatic Tumor of Zhejiang Province, Hangzhou, Zhejiang, China
- Research Center of Diagnosis and Treatment Technology for Hepatocellular Carcinoma of Zhejiang Province, Hangzhou, Zhejiang, China
- National Innovation Center for Fundamental Research on Cancer Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
- Zhejiang University (ZJU)-Pujian Research & Development Center of Medical Artificial Intelligence for Hepatobiliary and Pancreatic Disease, Hangzhou, Zhejiang, China
- *Correspondence: Weilin Wang, ; Yuan Ding,
| | - Weilin Wang
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Precision Diagnosis and Treatment for Hepatobiliary and Pancreatic Tumor of Zhejiang Province, Hangzhou, Zhejiang, China
- Research Center of Diagnosis and Treatment Technology for Hepatocellular Carcinoma of Zhejiang Province, Hangzhou, Zhejiang, China
- National Innovation Center for Fundamental Research on Cancer Medicine, Hangzhou, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, China
- Zhejiang University (ZJU)-Pujian Research & Development Center of Medical Artificial Intelligence for Hepatobiliary and Pancreatic Disease, Hangzhou, Zhejiang, China
- *Correspondence: Weilin Wang, ; Yuan Ding,
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Chen S, Wan L, Zhao R, Peng W, Li Z, Zou S, Zhang H. Predictive factors of microvascular invasion in patients with intrahepatic mass-forming cholangiocarcinoma based on magnetic resonance images. Abdom Radiol (NY) 2023; 48:1306-1319. [PMID: 36872324 DOI: 10.1007/s00261-023-03847-8] [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: 06/13/2022] [Revised: 08/17/2022] [Accepted: 08/18/2022] [Indexed: 03/07/2023]
Abstract
PURPOSE The aim of this retrospective study was to develop and validate a preoperative nomogram for predicting microvascular invasion (MVI) in patients with intrahepatic mass-forming cholangiocarcinoma (IMCC) based on magnetic resonance imaging (MRI). METHODS In this retrospective study, 224 consecutive patients with clinicopathologically confirmed IMCC were enrolled. Patients whose data were collected from February 2010 to December 2020 were randomly divided into the training (131 patients) and internal validation (51 patients) datasets. The data from January 2021 to November 2021 (42 patients) were allocated to the time-independent validation dataset. Univariate and multivariate forward logistic regression analyses were used to identify preoperative MRI features that were significantly related to MVI, which were then used to develop the nomogram. We used the area under the receiver operating characteristic curve (AUC) and calibration curve to evaluate the performance of the nomogram. RESULTS Interobserver agreement of MRI qualitative features was good to excellent, with κ values of 0.613-0.882. Multivariate analyses indicated that the following variables were independent predictors of MVI: multiple tumours (odds ratio [OR]) = 4.819, 95% confidence interval [CI] 1.562-14.864, P = 0.006), ill-defined margin (OR = 6.922, 95% CI 2.883-16.633, P < 0.001), and carbohydrate antigen 19-9 (CA 19-9) > 37 U/ml (OR = 2.890, 95% CI 1.211-6.897, P = 0.017). A nomogram incorporating these factors was established using well-fitted calibration curves. The nomogram showed good diagnostic efficacy for MVI, with AUC values of 0.838, 0.819, and 0.874 for the training, internal validation, and time-independent validation datasets, respectively. CONCLUSION A nomogram constructed using independent factors, namely the presence of multiple tumours, ill-defined margins, and CA 19-9 > 37 U/ml could predict the presence of MVI. This can facilitate personalised therapeutic strategy and clinical management in patients with IMCC.
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Affiliation(s)
- Shuang Chen
- Department of Diagnostic Radiology, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Lijuan Wan
- Department of Diagnostic Radiology, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Rui Zhao
- Department of Diagnostic Radiology, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Wenjing Peng
- Department of Diagnostic Radiology, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Zhuo Li
- Department of Pathology, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
| | - Shuangmei Zou
- Department of Pathology, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
| | - Hongmei Zhang
- Department of Diagnostic Radiology, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
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Wu Y, Liu H, Chen Y, Zeng J, Huang Q, Zhang J, Zeng Y, Liu J. Prognostic significance of three-tiered pathological classification for microvascular invasion in patients with combined hepatocellular-cholangiocarcinoma following hepatic resection. Cancer Med 2023; 12:5233-5244. [PMID: 36354141 PMCID: PMC10028161 DOI: 10.1002/cam4.5328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 08/01/2022] [Accepted: 09/12/2022] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Previous studies have reported that the microvascular invasion three-tiered grading (MiVI-TTG) scheme is a better prognostic predictor than the two-tiered microvascular invasion (MiVI) grading scheme in hepatocellular carcinoma. This study aims to explore the prognostic significance of MiVI-TTG in patients undergoing liver resection for combined hepatocellular-cholangiocarcinoma (cHCC) and to explore the risk factors for MiVI in cHCC. METHODS This research included 208 patients graded as M0, M1, or M2 using the MiVI-TTG scheme. Predictive performance was assessed by Cox regression analysis, Kaplan-Meier curve with Log rank test, Harrell's c-index, and time-dependent areas under the receiver operating characteristic curve (tdAUC). The clinical utility of the two schemes was evaluated by decision cure analysis (DCA). The risk factors for MiVI were evaluated using logistic regression analysis. RESULTS Among 208 cHCC patients, the proportions of M0, M1 and M2 were 38.9%, 36.5%, and 24.5%, respectively. Patients with severe MiVI status had worse recurrence-free survival and overall survival (OS) based on Kaplan-Meier analysis. M1, M2, and MiVI-positive were independent risk factors for early recurrence, while M2 and MiVI-positive were associated with overall survival (OS). MiVI-TTG had a larger c-index, tdAUC, and net benefit rate than the two-tiered MiVI grading scheme for predicting recurrence free survival and OS. AFP≥400 ng/ml was the independent risk factor for MiVI, and satellite nodules were independent risk factors for M2. CONCLUSIONS MiVI-TTG has a greater prognostic value than the two-tiered MiVI grading scheme in patients undergoing hepatic resection for cHCC.
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Affiliation(s)
- Yijun Wu
- Department of Hepatobiliary SurgeryMengchao Hepatobiliary Hospital of Fujian Medical UniversityFuzhouPeople's Republic of China
| | - Hongzhi Liu
- Department of Hepatobiliary SurgeryMengchao Hepatobiliary Hospital of Fujian Medical UniversityFuzhouPeople's Republic of China
| | - Yifan Chen
- Shengli Clinical Medical College of Fujian Medical University
| | - Jianxing Zeng
- Department of Hepatobiliary SurgeryMengchao Hepatobiliary Hospital of Fujian Medical UniversityFuzhouPeople's Republic of China
| | - Qizhen Huang
- Department of Hepatobiliary SurgeryMengchao Hepatobiliary Hospital of Fujian Medical UniversityFuzhouPeople's Republic of China
| | - Jinyu Zhang
- Department of Hepatobiliary SurgeryMengchao Hepatobiliary Hospital of Fujian Medical UniversityFuzhouPeople's Republic of China
| | - Yongyi Zeng
- Department of Hepatobiliary SurgeryMengchao Hepatobiliary Hospital of Fujian Medical UniversityFuzhouPeople's Republic of China
| | - Jingfeng Liu
- Fujian Medical University Cancer Hospital & Fujian Cancer HospitalFuzhouFujianPeople's Republic of China
- The Big Data Institute of Southeast Hepatobiliary Health InformationMengchao Hepatobiliary Hospital of Fujian Medical UniversityFuzhouPeople's Republic of China
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Khuntikeo N, Pugkhem A, Srisuk T, Luvira V, Titapun A, Tipwaratorn T, Thanasukarn V, Klungboonkrong V, Wongwiwatchai J. Surgery. Recent Results Cancer Res 2023; 219:147-222. [PMID: 37660334 DOI: 10.1007/978-3-031-35166-2_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
This chapter provides a comprehensive background from basic to applied knowledge of surgical anatomy which is necessary for the surgical treatment of cholangiocarcinoma (CCA) patients. Significant advances that have been made in the surgical treatment of CCA were examined. For instance, in-depth details are provided for appropriate preoperative assessment and treatment to optimize patient status and to improve the outcome of surgical treatment(s). Comprehensive details are provided for the surgical techniques and outcomes of treatments for each type of CCA with clear illustrations and images. This chapter also describes the role of minimally invasive surgery and liver transplantation in CCA treatment.
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Affiliation(s)
- Narong Khuntikeo
- Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand.
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand.
| | - Ake Pugkhem
- Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Tharatip Srisuk
- Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Vor Luvira
- Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Attapol Titapun
- Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Theerawee Tipwaratorn
- Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Vasin Thanasukarn
- Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Vivian Klungboonkrong
- Department of Radiology, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Jitraporn Wongwiwatchai
- Department of Radiology, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand
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Shen GL, Lu Y, Liang L, Lu WF, Diao YK, Xiao ZQ, Zhang KJ, Zhang JG, Zhang CW, Liu J. Impact of diabetes mellitus on the long-term prognosis of patients with hepatocellular carcinoma after hepatectomy. Expert Rev Gastroenterol Hepatol 2022; 16:473-478. [PMID: 35387530 DOI: 10.1080/17474124.2022.2063837] [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: 12/11/2022]
Abstract
BACKGROUND The impact of diabetes mellitus (DM) on the survival of patients with hepatocellular carcinoma (HCC) is still unclear. The present study aims to draw a firm conclusion in terms of evaluating the impact of DM on the prognosis of HCC after hepatectomy. METHODS The pattern of recurrence for HCC was often stratified into early-stage (<2 years) and late-stage (≥2 years) recurrence. Because the early-stage recurrence was mainly attributed to aggressive tumor pathological characteristics, patients who recurrence or die within 2 years were excluded. Cumulative overall survival (OS) and recurrence-free survival (RFS) were determined by the method of Kaplan-Meier, and the independent risk factors of OS/RFS were determined by Cox regression analysis. RESULTS A total of 426 patients were eventually included. The 3- and 5-year OS in patients with and without DM was 83.7%, 55.1%; and 90.9%, 77.4%, respectively. Multivariate analysis showed that DM was an independent risk factor for OS (HR 1.166, 95% CI 1.056-2.036, P = 0.022) and RFS (HR 1.365, 95% CI 1.043-1.787, P = 0.023). CONCLUSION DM is an independent risk factor for long-term prognosis in patients with HCC. Patients with DM after hepatectomy for HCC, thus, need to actively control DM and closer follow-up.
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Affiliation(s)
- Guo-Liang Shen
- General Surgery, Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Yi Lu
- General Surgery, Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Lei Liang
- General Surgery, Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China.,Department of Key Laboratory of Tumor Molecular Diagnosis and Individualized Medicine of Zhejiang Province, Hangzhou, China
| | - Wen-Feng Lu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, Zhejiang, China
| | - Yong-Kang Diao
- General Surgery, Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Zun-Qiang Xiao
- General Surgery, Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Kang-Jun Zhang
- General Surgery, Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Jun-Gang Zhang
- General Surgery, Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Cheng-Wu Zhang
- General Surgery, Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Junwei Liu
- General Surgery, Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
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Park HM, Jang HY, Lee DE, Kang MJ, Han SS, Kim SW, Park SJ. Prognostic impact of tumor vascularity on CT in resectable intrahepatic cholangiocarcinoma. HPB (Oxford) 2022; 24:359-369. [PMID: 34325966 DOI: 10.1016/j.hpb.2021.06.424] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 06/17/2021] [Accepted: 06/28/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND We investigated the vascularity of intrahepatic cholangiocarcinoma (ICC) on computed tomography (CT) images and its association with ICC recurrence after surgery and prognosis after recurrence. METHODS In this retrospective study, the data of patients who underwent resection with curative intent for ICC between March 2001 and July 2017 were reviewed. Clinicopathologic factors including tumor vascularity (hypovascular, rim-enhancement, and hypervascular) on CT that could affect recurrence-free survival (RFS) were assessed. The association between the vascularity of recurrent ICC and survival after recurrence was also analyzed. RESULTS Overall, 147 patients were enrolled and followed up for a median of 36.1 months of which, 101 (68.7%) experienced ICC recurrence. Hypervascularity of ICC showed better RFS than other vascularities [rim-enhanced image hazard ratio (HR), 3.893; 95% confidence interval (CI), 1.700-8.915, p = 0.001; hypovascular image HR, 6.241; 95% CI, 2.670-14.586, p < 0.001]. The hypervascular recurrent ICC was also significantly associated with better survival after recurrence (log-rank test, p < 0.001). CONCLUSION Hypervascular ICC was associated with a longer RFS and better prognosis after recurrence. The vascularity of ICC on CT may be a noninvasive, accessible, and useful prognostic index, and should be considered while planning treatment.
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Affiliation(s)
- Hyeong M Park
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang-Si, Gyeonggi-Do, South korea
| | - Hye Y Jang
- Department of Radiology, National Cancer Center, Gyeonggi-do, South Korea
| | - Dong E Lee
- Biometric Research Branch, Research Institute and Hospital, National Cancer Center, South Korea
| | - Mee J Kang
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang-Si, Gyeonggi-Do, South korea
| | - Sung-Sik Han
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang-Si, Gyeonggi-Do, South korea
| | - Sun-Whe Kim
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang-Si, Gyeonggi-Do, South korea
| | - Sang-Jae Park
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang-Si, Gyeonggi-Do, South korea.
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18
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Gao W, Wang W, Song D, Wang K, Lian D, Yang C, Zhu K, Zheng J, Zeng M, Rao S, Wang M. A
Multiparametric
Fusion Deep Learning Model Based on
DCE‐MRI
for Preoperative Prediction of Microvascular Invasion in Intrahepatic Cholangiocarcinoma. J Magn Reson Imaging 2022; 56:1029-1039. [PMID: 35191550 DOI: 10.1002/jmri.28126] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Revised: 02/11/2022] [Accepted: 02/11/2022] [Indexed: 12/22/2022] Open
Affiliation(s)
- Wenyu Gao
- Digital Medical Research Center School of Basic Medical Sciences, Fudan University Shanghai 200032 China
- Shanghai Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention Shanghai 200032 China
| | - Wentao Wang
- Department of Radiology Cancer center, Zhongshan Hospital, Fudan University China
- Shanghai Institute of Medical Imaging Shanghai China
| | - Danjun Song
- Liver Cancer Institute, Zhongshan Hospital, Fudan University Shanghai China
- Department of Interventional Radiology Zhejiang Cancer Hospital Hangzhou Zhejiang China
| | - Kang Wang
- Digital Medical Research Center School of Basic Medical Sciences, Fudan University Shanghai 200032 China
- Shanghai Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention Shanghai 200032 China
| | - Danlan Lian
- Department of Radiology Xiamen Branch, Zhongshan Hospital, Fudan University Xiamen China
| | - Chun Yang
- Department of Radiology Cancer center, Zhongshan Hospital, Fudan University China
| | - Kai Zhu
- Liver Cancer Institute, Zhongshan Hospital, Fudan University Shanghai China
| | - Jiaping Zheng
- Department of Interventional Radiology Zhejiang Cancer Hospital Hangzhou Zhejiang China
| | - Mengsu Zeng
- Department of Radiology Cancer center, Zhongshan Hospital, Fudan University China
- Shanghai Institute of Medical Imaging Shanghai China
| | - Sheng‐xiang Rao
- Department of Radiology Cancer center, Zhongshan Hospital, Fudan University China
- Shanghai Institute of Medical Imaging Shanghai China
| | - Manning Wang
- Digital Medical Research Center School of Basic Medical Sciences, Fudan University Shanghai 200032 China
- Shanghai Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention Shanghai 200032 China
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19
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Choi WJ, Williams PJ, Claasen MPAW, Ivanics T, Englesakis M, Gallinger S, Hansen B, Sapisochin G. Systematic Review and Meta-Analysis of Prognostic Factors for Early Recurrence in Intrahepatic Cholangiocarcinoma After Curative-Intent Resection. Ann Surg Oncol 2022; 29:10.1245/s10434-022-11463-x. [PMID: 35181812 DOI: 10.1245/s10434-022-11463-x] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 02/03/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND Recurrence rates of intrahepatic cholangiocarcinoma (iCCA) after curative hepatectomy are as high as 50% to 70%, and about half of these recurrences occur within 2 years. This systematic review aims to define prognostic factors (PFs) for early recurrence (ER, within 24 months) and 24-month disease-free survival (DFS) after curative-intent iCCA resections. METHODS Systematic searching was performed from database inception to 14 January 2021. Duplicate independent review and data extraction were performed. Data on 13 predefined PFs were collected. Meta-analysis was performed on PFs for ER and summarized using forest plots. The Quality in Prognostic Factor Studies tool was used for risk-of-bias assessment. RESULTS The study enrolled 10 studies comprising 4158 patients during an accrual period ranging from 1990 to 2016. In the risk-of-bias assessment of patients who experienced ER after curative-intent iCCA resection, six studies were rated as low risk and four as moderate risk (49.6%; 95% confidence interval [CI], 49.2-50.0). Nine studies were pooled for meta-analysis. Of the postoperative PFs, multiple tumors, microvascular invasion, macrovascular invasion, lymph node metastasis, and R1 resection were associated with an increased hazard for ER or a reduced 24-month DFS, and the opposite was observed for receipt of adjuvant chemo/radiation therapy. Of the preoperative factors, cirrhosis, sex, HBV status were not associated with ER or 24-month DFS. CONCLUSION The findings from this systematic review could allow for improved surveillance, prognostication, and treatment decision-making for patients with resectable iCCAs. Further well-designed prospective studies are needed to explore prognostic factors for iCCA ER with a focus on preoperative variables.
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Affiliation(s)
- Woo Jin Choi
- Department of General Surgery, University of Toronto, Toronto, Canada
- Division of General Surgery, HPB Surgical Oncology, HBP and Multi Organ Transplant Program, University Health Network, University of Toronto, Toronto, Canada
| | - Phil J Williams
- Department of General Surgery, University of Toronto, Toronto, Canada
| | - Marco P A W Claasen
- Division of General Surgery, HPB Surgical Oncology, HBP and Multi Organ Transplant Program, University Health Network, University of Toronto, Toronto, Canada
- Department of Surgery, Division of HPB and Transplant Surgery, Erasmus MC Transplant Institute, University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Tommy Ivanics
- Division of General Surgery, HPB Surgical Oncology, HBP and Multi Organ Transplant Program, University Health Network, University of Toronto, Toronto, Canada
- Department of Surgery, Henry Ford Hospital, Detroit, MI, USA
- Department of Surgical Sciences, Uppsala University, Akademiska Sjukhuset, Uppsala, Sweden
| | - Marina Englesakis
- Library and Information Services, University Health Network, Toronto, Canada
| | - Steven Gallinger
- Department of General Surgery, University of Toronto, Toronto, Canada
- Division of General Surgery, HPB Surgical Oncology, HBP and Multi Organ Transplant Program, University Health Network, University of Toronto, Toronto, Canada
| | - Bettina Hansen
- Center for Liver Disease, University Health Network, Toronto, Canada
| | - Gonzalo Sapisochin
- Department of General Surgery, University of Toronto, Toronto, Canada.
- Division of General Surgery, HPB Surgical Oncology, HBP and Multi Organ Transplant Program, University Health Network, University of Toronto, Toronto, Canada.
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20
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OUP accepted manuscript. Br J Surg 2022; 109:610-616. [DOI: 10.1093/bjs/znac098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Revised: 12/06/2021] [Accepted: 03/11/2022] [Indexed: 11/13/2022]
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21
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Xiang F, Wei S, Liu X, Liang X, Yang L, Yan S. Radiomics Analysis of Contrast-Enhanced CT for the Preoperative Prediction of Microvascular Invasion in Mass-Forming Intrahepatic Cholangiocarcinoma. Front Oncol 2021; 11:774117. [PMID: 34869018 PMCID: PMC8640186 DOI: 10.3389/fonc.2021.774117] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Accepted: 11/02/2021] [Indexed: 12/13/2022] Open
Abstract
Background Microvascular invasion (MVI) has been shown to be closely associated with postoperative recurrence and metastasis in patients with intrahepatic cholangiocarcinoma (ICC). We aimed to develop a radiomics prediction model based on contrast-enhanced CT (CECT) to distinguish MVI in patients with mass-forming ICC. Methods 157 patients were included and randomly divided into training (n=110) and test (n=47) datasets. Radiomic signatures were built based on the recursive feature elimination support vector machine (Rfe-SVM) algorithm. Significant clinical-radiologic factors were screened, and a clinical model was built by multivariate logistic regression. A nomogram was developed by integrating radiomics signature and the significant clinical risk factors. Results The portal phase image radiomics signature with 6 features was constructed and provided an area under the receiver operating characteristic curve (AUC) of 0.804 in the training and 0.769 in the test datasets. Three significant predictors, including satellite nodules (odds ratio [OR]=13.73), arterial hypo-enhancement (OR=4.31), and tumor contour (OR=4.99), were identified by multivariate analysis. The clinical model using these predictors exhibited an AUC of 0.822 in the training and 0.756 in the test datasets. The nomogram combining significant clinical factors and radiomics signature achieved satisfactory prediction efficacy, showing an AUC of 0.886 in the training and 0.80 in the test datasets. Conclusions Both CECT radiomics analysis and radiologic factors have the potential for MVI prediction in mass-forming ICC patients. The nomogram can further improve the prediction efficacy.
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Affiliation(s)
- Fei Xiang
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Shumei Wei
- Department of Pathology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xingyu Liu
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xiaoyuan Liang
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Lili Yang
- Department of Radiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Sheng Yan
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
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22
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Chen Y, Liu H, Zhang J, Wu Y, Zhou W, Cheng Z, Lou J, Zheng S, Bi X, Wang J, Guo W, Li F, Wang J, Zheng Y, Li J, Cheng S, Zeng Y, Liu J. Prognostic value and predication model of microvascular invasion in patients with intrahepatic cholangiocarcinoma: a multicenter study from China. BMC Cancer 2021; 21:1299. [PMID: 34863147 PMCID: PMC8645153 DOI: 10.1186/s12885-021-09035-5] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 11/16/2021] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND At present, hepatectomy is still the most common and effective treatment method for intrahepatic cholangiocarcinoma (ICC) patients. However, the postoperative prognosis is poor. Therefore, the prognostic factors for these patients require further exploration. Whether microvascular invasion (MVI) plays a crucial role in the prognosis of ICC patients is still unclear. Moreover, few studies have focused on preoperative predictions of MVI in ICC patients. METHODS Clinicopathological data of 704 ICC patients after curative resection were retrospectively collected from 13 hospitals. Independent risk factors were identified by the Cox or logistic proportional hazards model. In addition, the survival curves of the MVI-positive and MVI-negative groups before and after matching were analyzed. Subsequently, 341 patients from a single center (Eastern Hepatobiliary Hospital) in the above multicenter retrospective cohort were used to construct a nomogram prediction model. Then, the model was evaluated by the index of concordance (C-Index) and the calibration curve. RESULTS After propensity score matching (PSM), Child-Pugh grade and MVI were independent risk factors for overall survival (OS) in ICC patients after curative resection. Major hepatectomy and MVI were independent risk factors for recurrence-free survival (RFS). The survival curves of OS and RFS before and after PSM in the MVI-positive groups were significantly different compared with those in the MVI-negative groups. Multivariate logistic regression results demonstrated that age, gamma-glutamyl transpeptidase (GGT), and preoperative image tumor number were independent risk factors for the occurrence of MVI. Furthermore, the prediction model in the form of a nomogram was constructed, which showed good prediction ability for both the training (C-index = 0.7622) and validation (C-index = 0.7591) groups, and the calibration curve showed good consistency with reality. CONCLUSION MVI is an independent risk factor for the prognosis of ICC patients after curative resection. Age, GGT, and preoperative image tumor number were independent risk factors for the occurrence of MVI in ICC patients. The prediction model constructed further showed good predictive ability in both the training and validation groups with good consistency with reality.
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Affiliation(s)
- Yifan Chen
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Xihong Road 312, Fuzhou, 350025, Fujian Province, People's Republic of China
| | - Hongzhi Liu
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Xihong Road 312, Fuzhou, 350025, Fujian Province, People's Republic of China
| | - Jinyu Zhang
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Xihong Road 312, Fuzhou, 350025, Fujian Province, People's Republic of China
| | - Yijun Wu
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Xihong Road 312, Fuzhou, 350025, Fujian Province, People's Republic of China
| | - Weiping Zhou
- Department of Hepatobiliary Surgery III, Eastern Hepatobiliary Surgery Hospital, Secondary Military Medical University, Shanghai, China
| | - Zhangjun Cheng
- Department of Hepatobiliary Surgery, The Affiliated Zhongda Hospital of Southeast University, Nanjing, China
| | - Jianying Lou
- Department of Hepatobiliary Surgery, The Second Hospital Affiliated to Zhejiang University, Hangzhou, China
| | - Shuguo Zheng
- Department of Hepatobiliary Surgery, The Southwest Hospital Affiliated to the Army Medical University, Chongqing, China
| | - Xinyu Bi
- Department of Hepatobiliary Surgery, Cancer Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Jianming Wang
- Department of Hepatobiliary Surgery, Tongji Hospital Affiliated to Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China
| | - Wei Guo
- Department of Hepatobiliary Surgery, Beijing Friendship Hospital Affiliated to Capital Medical University, Beijing, China
| | - Fuyu Li
- Department of Hepatobiliary Surgery, The West China Hospital of Sichuan University, Chengdu, China
| | - Jian Wang
- Department of Hepatobiliary Surgery, Renji Hospital Affiliated to Shanghai Jiaotong University, Shanghai, China
| | - Yamin Zheng
- Department of Hepatobiliary Surgery, Xuanwu Hospital Affiliated to Capital Medical University, Beijing, China
| | - Jingdong Li
- Department of Hepatobiliary Surgery, The Affiliated Hospital of Chuanbei Medical University, Nanchong, China
| | - Shi Cheng
- Department of Hepatobiliary Surgery, Tiantan Hospital Affiliated to Capital Medical University, Beijing, China
| | - Yongyi Zeng
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Xihong Road 312, Fuzhou, 350025, Fujian Province, People's Republic of China.
- Liver Diseases Center, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China.
| | - Jingfeng Liu
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Xihong Road 312, Fuzhou, 350025, Fujian Province, People's Republic of China.
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Wada Y, Shimada M, Yamamura K, Toshima T, Banwait JK, Morine Y, Ikemoto T, Saito Y, Baba H, Mori M, Goel A. A Transcriptomic Signature for Risk-Stratification and Recurrence Prediction in Intrahepatic Cholangiocarcinoma. Hepatology 2021; 74:1371-1383. [PMID: 33725402 PMCID: PMC8443691 DOI: 10.1002/hep.31803] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 01/06/2021] [Accepted: 02/23/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND AND AIMS Tumor recurrence is frequent even in intrahepatic cholangiocarcinoma (ICC), and improved strategies are needed to identify patients at highest risk for such recurrence. We performed genome-wide expression profile analyses to discover and validate a gene signature associated with recurrence in patients with ICC. APPROACH AND RESULTS For biomarker discovery, we analyzed genome-wide transcriptomic profiling in ICC tumors from two public data sets: The Cancer Genome Atlas (n = 27) and GSE107943 (n = 28). We identified an eight-gene panel (BIRC5 [baculoviral IAP repeat containing 5], CDC20 [cell division cycle 20], CDH2 [cadherin 2], CENPW [centromere protein W], JPH1 [junctophilin 1], MAD2L1 [mitotic arrest deficient 2 like 1], NEIL3 [Nei like DNA glycosylase 3], and POC1A [POC1 centriolar protein A]) that robustly identified patients with recurrence in the discovery (AUC = 0.92) and in silico validation cohorts (AUC = 0.91). We next analyzed 241 specimens from patients with ICC (training cohort, n = 64; validation cohort, n = 177), followed by Cox proportional hazard regression analysis, to develop an integrated transcriptomic panel and establish a risk-stratification model for recurrence in ICC. We subsequently trained this transcriptomic panel in a clinical cohort (AUC = 0.89; 95% confidence interval [CI] = 0.79-0.95), followed by evaluating its performance in an independent validation cohort (AUC = 0.86; 95% CI = 0.80-0.90). By combining our transcriptomic panel with various clinicopathologic features, we established a risk-stratification model that was significantly superior for the identification of recurrence (AUC = 0.89; univariate HR = 6.08, 95% CI = 3.55-10.41, P < 0.01; and multivariate HR = 3.49, 95% CI = 1.81-6.71, P < 0.01). The risk-stratification model identified potential recurrence in 85% of high-risk patients and nonrecurrence in 76% of low-risk patients, which is dramatically superior to currently used pathological features. CONCLUSIONS We report a transcriptomic signature for risk-stratification and recurrence prediction that is superior to currently used clinicopathological features in patients with ICC.
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Affiliation(s)
- Yuma Wada
- Center for Gastrointestinal Research, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor University Medical Center, Dallas, TX, USA
- Department of Surgery, Tokushima University, Tokushima, Japan
- Department of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute of City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Mitsuo Shimada
- Department of Surgery, Tokushima University, Tokushima, Japan
| | - Kensuke Yamamura
- Center for Gastrointestinal Research, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor University Medical Center, Dallas, TX, USA
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Takeo Toshima
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Jasjit K Banwait
- Center for Gastrointestinal Research, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor University Medical Center, Dallas, TX, USA
| | - Yuji Morine
- Department of Surgery, Tokushima University, Tokushima, Japan
| | - Tetsuya Ikemoto
- Department of Surgery, Tokushima University, Tokushima, Japan
| | - Yu Saito
- Department of Surgery, Tokushima University, Tokushima, Japan
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Masaki Mori
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Ajay Goel
- Center for Gastrointestinal Research, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor University Medical Center, Dallas, TX, USA
- Department of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute of City of Hope Comprehensive Cancer Center, Duarte, CA, USA
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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: 0.8] [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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Cheng Z, Lei Z, Jin X, Zhang Q, Si A, Yang P, Zhou J, Hartmann D, Hüser N, Shen F. Postoperative adjuvant transarterial chemoembolization for intrahepatic cholangiocarcinoma patients with microvascular invasion: a propensity score analysis. J Gastrointest Oncol 2021; 12:819-830. [PMID: 34012669 DOI: 10.21037/jgo-20-443] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Background Microvascular invasion (MVI) is an independent risk factor associated with tumor recurrence and poor survival in patients with intrahepatic cholangiocarcinoma (ICC) after partial hepatectomy (PH). The potential impact of adjuvant TACE on the prognosis of patients with ICC involving MVI (ICC-MVI) remains uncertain. Our aim was to investigate the effectiveness of postoperative adjuvant transarterial chemoembolization (TACE) on ICC involving MVI. Methods Multicentric data consisted of 223 patients who underwent curative-intent PH for ICC-MVI from 2002-2015 were retrospectively analyzed. The impact of adjuvant TACE was evaluated using inverse probability of treatment weighting (IPTW) and propensity-score matched (PSM) analyses. Results No association between the TACE and the overall survival (OS) and recurrence rates was observed among the overall ICC-MVI patients. However, subgroup analyses revealed that adjuvant TACE favored OS (HR, 0.62; 95% CI, 0.39-0.99; P=0.047) and time to recurrence (TTR) (HR, 0.59; 95% CI, 0.36-0.97; P=0.037) among patients with elevated CA19-9 and those without lymphadenectomy (HR, 0.53; 95% CI, 0.30-0.93; P=0.027 for OS, and HR, 0.49; 95% CI, 0.28-0.87; P=0.015 for TTR, respectively). In the CA19-9 ≥39 U/L subgroup and Nx subgroup, adjuvant TACE was associated with higher 1-, 3-, and 5-year OS rates (P=0.033 and P=0.034, respectively) and lower corresponding recurrence rates (P=0.024 and P=0.023, respectively). Conclusions Among the ICC-MVI patients undergoing curative-intent PH, only those have elevated CA19-9 or who did not undergo lymphadenectomy might be suitable for adjuvant TACE.
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Affiliation(s)
- Zhangjun Cheng
- Hepato-Pancreato-Biliary Center, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China.,Department of Hepatic Surgery IV, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Zhengqing Lei
- Hepato-Pancreato-Biliary Center, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China.,Department of Hepatic Surgery IV, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Xiaoling Jin
- Hepato-Pancreato-Biliary Center, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Qi Zhang
- Center of Interventional Radiology and Vascular Surgery, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Anfeng Si
- Department of Surgical Oncology, Qin Huai Medical District of Eastern Theater General Hospital, Nanjing, China
| | - Pinghua Yang
- Department of Minimally Invasive Surgery, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Jiahua Zhou
- Hepato-Pancreato-Biliary Center, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Daniel Hartmann
- Department of Surgery, TUM School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Norbert Hüser
- Department of Surgery, TUM School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Feng Shen
- Department of Hepatic Surgery IV, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
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Ke Q, Wang L, Lin Z, Lou J, Zheng S, Bi X, Wang J, Guo W, Li F, Wang J, Zheng Y, Li J, Cheng S, Zhou W, Zeng Y. Prognostic Value of Lymph Node Dissection for Intrahepatic Cholangiocarcinoma Patients With Clinically Negative Lymph Node Metastasis: A Multi-Center Study From China. Front Oncol 2021; 11:585808. [PMID: 33777738 PMCID: PMC7991319 DOI: 10.3389/fonc.2021.585808] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 01/28/2021] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND The clinical value of lymph-node dissection (LND) for intrahepatic carcinoma (ICC) patients with clinically negative lymph node metastasis (LNM) remains unclear; hence we conducted a multi-center study to explore it. METHODS Patients who were diagnosed ICC with clinically negative LNM and underwent hepatectomy with or without LND from December 2012 to December 2015 were retrospectively collected from 12 hepatobiliary centers in China. Overall survival (OS) was analyzed using the Kaplan-Meier method, and then subgroup analysis was conducted stratified by variables related to the prognosis. RESULTS A total of 380 patients were eligible including 106 (27.9%) in the LND group and 274 (72.1%) in the non-LND group. Median OS in the LND group was slightly longer than that in the non-LND group (24.0 vs. 18.0 months, P = 0.30), but a significant difference was observed between the two groups (24.0 vs. 14.0 months, P = 0.02) after a well-designed 1:1 propensity score matching without increased severe complications. And, LND was identified to be one of the independent risk factors of OS (HR = 0.66, 95%CI = 0.46-0.95, P = 0.025). Subgroup analysis in the matched cohort showed that patients could benefit more from LND if they were male, age <60 years, had no HBV infection, with ECOG score <2, CEA ≤5 ug/L, blood loss ≤400 ml, transfusion, major hepatectomy, resection margin ≥1 cm, tumor size >5 cm, single tumor, mass-forming, no satellite, no MVI, and no perineural invasion (all P < 0.05). Furthermore, only patients with pathologically confirmed positive LNM were found to benefit from postoperative adjuvant therapy (P < 0.001). CONCLUSION With the current data, we concluded that LND would benefit the selected ICC patients with clinically negative LNM and might guide the postoperative management.
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Affiliation(s)
- Qiao Ke
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Lei Wang
- Department of Radiation Oncology, Fujian Cancer Hospital, The School of Clinical Medicine, Fujian Medical University, Fuzhou, China
| | - Ziguo Lin
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Jianying Lou
- Department of Hepatobiliary Surgery, The Second Hospital Affiliated to Zhejiang University, Hangzhou, China
| | - Shuguo Zheng
- Department of Hepatobiliary Surgery, The Southwest Hospital Affiliated to the Army Medical University, Chongqing, China
| | - Xinyu Bi
- Department of Hepatobiliary Surgery, Cancer Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Jianming Wang
- Department of Hepatobiliary Surgery, Tongji Hospital Affiliated to Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China
| | - Wei Guo
- Department of Hepatobiliary Surgery, Beijing Friendship Hospital Affiliated to Capital Medical University, Beijing, China
| | - Fuyu Li
- Department of Hepatobiliary Surgery, The West China Hospital of Sichuan University, Chengdu, China
| | - Jian Wang
- Department of Hepatobiliary Surgery, Renji Hospital Affiliated to Shanghai Jiaotong University, Shanghai, China
| | - Yamin Zheng
- Department of Hepatobiliary Surgery, Xuanwu Hospital Affiliated to Capital Medical University, Beijing, China
| | - Jingdong Li
- Department of Hepatobiliary Surgery, The Affiliated Hospital of Chuanbei Medical University, Nanchong, China
| | - Shi Cheng
- Department of Hepatobiliary Surgery, Tiantan Hospital Affiliated to Capital Medical University, Beijing, China
| | - Weiping Zhou
- Department of Hepatobiliary Surgery III, Eastern Hepatobiliary Surgery Hospital, Secondary Military Medical University, Shanghai, China
| | - Yongyi Zeng
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
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Kingham TP, Aveson VG, Wei AC, Castellanos JA, Allen PJ, Nussbaum DP, Hu Y, D'Angelica MI. Surgical management of biliary malignancy. Curr Probl Surg 2021; 58:100854. [PMID: 33531120 PMCID: PMC8022290 DOI: 10.1016/j.cpsurg.2020.100854] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Accepted: 06/12/2020] [Indexed: 02/07/2023]
Affiliation(s)
| | - Victoria G Aveson
- New York Presbyterian Hospital-Weill Cornel Medical Center, New York, NY
| | - Alice C Wei
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Peter J Allen
- Duke Cancer Center, Chief, Division of Surgical Oncology, Duke University School of Medicine, Durham, NC
| | | | - Yinin Hu
- Division of Surgical Oncology, University of Maryland, Baltimore, MD
| | - Michael I D'Angelica
- Memorial Sloan Kettering Cancer Center, Professor of Surgery, Weill Medical College of Cornell University, New York, NY..
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Song BH, Cha B, Park JS, Jeong S, Lee DH. Effects of microvascular invasion on clinical outcomes after resection with curative intent for cholangiocarcinoma. Medicine (Baltimore) 2020; 99:e23668. [PMID: 33350747 PMCID: PMC7769315 DOI: 10.1097/md.0000000000023668] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Accepted: 11/09/2020] [Indexed: 12/13/2022] Open
Abstract
Surgery is the only curative treatment for cholangiocarcinoma, but even after surgery, survival rates are unsatisfactory. Recently, several reports have suggested microvascular invasion (MiVi) is associated with poor postoperative prognosis in hepatocellular carcinoma (HCC). We considered that MiVi might be associated with poor clinical outcomes in patients with surgically resectable cholangiocarcinoma.The records of 91 patients who underwent resection with curative intent for cholangiocarcinoma at Inha University Hospital from 2007 to 2017 were comprehensively reviewed for clinicopathological characteristics, DFS, and overall survival (OS) relations between these factors and the presence of MiVi.Forty-nine of the 91 study subjects had MiVi and 42 did not. Median overall survivals were 492 days in the MiVi group and 1008 days in the noMiVi group and median DFSs were 367 days and 760 days, respectively. Cumulative survival ratio and recurrence incidence rates were significantly different in the 2 groups (P = .012). Multivariable analysis showed the presence of MiVi was an independent risk factor of OS (hazard ratio [HR] 3.34; 95% confidence interval [CI], 1.40-7.97; P = .007).Cholangiocarcinoma is known to have a poor prognosis. When microvascular invasion remains after surgery it is associated with poor clinical outcomes.
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Use of preoperative controlling nutritional status (CONUT) score as a better prognostic marker for distal cholangiocarcinoma after pancreatoduodenectomy. Surg Today 2020; 51:358-365. [PMID: 32761459 DOI: 10.1007/s00595-020-02098-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Accepted: 07/16/2020] [Indexed: 12/16/2022]
Abstract
PURPOSE The controlling nutritional status (CONUT) score can be easily calculated from the serum albumin concentration, total cholesterol concentration, and total lymphocyte count. The study aim was to assess the preoperative prognostic factors for the overall survival (OS) of distal cholangiocarcinoma (DCC) following pancreatoduodenectomy (PD) and to demonstrate the utility of the CONUT score. METHODS A total of 149 consecutive patients who underwent PD for DCC between September 2002 and December 2016 were divided into a low-CONUT (LC) group (CONUT scores ≤ 2) and a high-CONUT (HC) group (CONUT scores ≥ 3). The clinicopathological characteristics and OS of the patients were evaluated retrospectively. Prognostic factors of DCC were identified by multivariate analyses. RESULTS The LC and HC groups included 113 and 36 patients, respectively. The OS was better in the LC group than in the HC group (median survival time and 5 year survival rate: 82 months and 56.8% vs. 38 months and 27.6%, P = 0.005). Multivariate analyses for the OS in all patients showed that the tumor differentiation, perineural invasion, residual tumor status, portal vein resection, blood transfusion, and preoperative CONUT score ≥ 3 were independently associated with a poor survival. CONCLUSION The CONUT score may be a useful preoperative factor for predicting the long-term survival in patients with DCC.
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30
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Zhang JX, Li P, Chen Z, Lin H, Cai Z, Liao W, Pan Z. Impact of liver fibrosis score on prognosis after common therapies for intrahepatic cholangiocarcinoma: a propensity score matching analysis. BMC Cancer 2020; 20:556. [PMID: 32539768 PMCID: PMC7296657 DOI: 10.1186/s12885-020-07051-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Accepted: 06/08/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Liver fibrosis or cirrhosis is associated with the dismal prognosis of hepatocellular carcinoma (HCC), and it might also be involved in intrahepatic cholangiocarcinoma (ICC). The effect of hepatic fibrosis on the survival of ICC patients is still unclear. This study aims to explore whether liver fibrosis impacts the overall survival (OS) and disease-specific survival (DSS) of ICC patients. METHODS Data of 729 eligible ICC patients receiving different therapies from the Surveillance, Epidemiology, and End Results database (2004-2015) were analyzed. Unmatched, propensity score-matched, and propensity score-weighted cohorts were used to investigate the relationships of different fibrosis scores (low fibrosis score vs. high fibrosis score) and survival. A Cox regression and Kaplan-Meier curves were used to explore the influence of fibrosis score on patients' survival. Stratified analyses based on treatment modality were conducted to compare the survival difference in ICC patients with different fibrosis scores. RESULTS Before matching, the one-, three-, and five-year OS were 50.9, 28.0, and 16.1% in the low fibrosis score group (n = 465) and 39.3, 20.1, and 8.0% in the high fibrosis score group (n = 264) (P < 0.001), respectively. After propensity score matching, the one-, three-, and five-year OS were 45.0, 26.0, and 10.2% in the low fibrosis score group and 36.0, 8.1, and 2.3% in the high fibrosis score group (P = 0.008), respectively. The multivariate Cox regression results showed that a high fibrosis score was an independent risk factor of OS. Additionally, patients with high fibrosis scores achieved low DSS after matching (P = 0.032). The survival benefits of the low fibrosis score group were consistent across treatment cohorts. CONCLUSIONS High fibrosis scores were associated with poor clinical outcomes of ICC patients receiving different common therapies.
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Affiliation(s)
- Jian Xi Zhang
- Department of hepatobiliary surgery, Xiamen Hospital, Beijing University of Chinese Medicine, Xiamen, Fujian, China
| | - Peipei Li
- Department of hepatobiliary surgery, Xiamen Hospital, Beijing University of Chinese Medicine, Xiamen, Fujian, China
| | - Zhibin Chen
- Department of hepatobiliary surgery, Xiamen Hospital, Beijing University of Chinese Medicine, Xiamen, Fujian, China
| | - Huogui Lin
- Department of General Surgery, Xiamen Haicang Hospital, 89 Haiyu Road, Haicang District, Xiamen, Fujian, China
| | - Zhezhen Cai
- Department of General Surgery, Xiamen Haicang Hospital, 89 Haiyu Road, Haicang District, Xiamen, Fujian, China
| | - Weijia Liao
- Department of General Surgery, Xiamen Haicang Hospital, 89 Haiyu Road, Haicang District, Xiamen, Fujian, China
| | - Zirong Pan
- Department of General Surgery, Xiamen Haicang Hospital, 89 Haiyu Road, Haicang District, Xiamen, Fujian, China.
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Gurmikov BN, Vishnevsky VA, Kovalenko YA, Chzhao AV. [Long-term results of surgical treatment of intrahepatic cholangiocarcinoma]. Khirurgiia (Mosk) 2020:5-11. [PMID: 32500683 DOI: 10.17116/hirurgia20200515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE To evaluate the long-term outcomes of surgical treatment of intrahepatic cholangiocarcinoma depending tumor dimensions, vascular invasion, lymph node metastases, cellular differentiation and quality of resection. MATERIAL AND METHODS There were 46 patients with intrahepatic cholangiocellular cancer. Extended hemihepatectomy was made in 14 patients (30.4%), resection of two and three liver segments - in 17 cases (36.9%), standard hemihepatectomy - in 15 patients (32.6%). Liver resection was combined with extrahepatic bile duct resection in 5 (10.9%) patients. Liver resection was followed by biopsy of specimens. Dimension and number of tumors, differentiation grade, resection margin, liver capsule invasion, vascular invasion and regional lymph node metastases were analyzed. Forty-four (95.6%) patients were followed-up in long-term postoperative period. Statistical analysis was performed using Statistica 13.2 (Dell Inc., USA) and IBM SPSS Statistics v.25 (IBM Corp., USA) software package. Survival was analyzed using the Kaplan-Meier method. Overall 1-, 3- and 5-year survival rates with two-sided 95% confidence intervals (95% CI) were calculated using IBM SPSS Statistics v.25 software. RESULTS Median survival was 37 months, 1-year - 75.9% (60.9-90.9%), 3-year - 57.6% (35.5-79.6%), 5-year - 36% (8.2-63.7%). Median survival after R1 resection was 37 months, R2 resection - 12 months. Median survival was not achieved in R0 group. We found significant differences in overall survival depending on quality of resection. Tumor dimension over 5 cm, low-grade adenocarcinoma, microvascular invasion and lymph node metastases were associated with impaired postoperative survival. However, differences were not significant. CONCLUSION The main surgical strategy in patients with intrahepatic cholangiocarcinoma should be ensuring microscopically negative resection margin.
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Affiliation(s)
- B N Gurmikov
- Vishnevsky National Medical Research Center of Surgery, Moscow, Russia
| | - V A Vishnevsky
- Vishnevsky National Medical Research Center of Surgery, Moscow, Russia
| | - Yu A Kovalenko
- Vishnevsky National Medical Research Center of Surgery, Moscow, Russia
| | - A V Chzhao
- Vishnevsky National Medical Research Center of Surgery, Moscow, Russia
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Peng YT, Zhou CY, Lin P, Wen DY, Wang XD, Zhong XZ, Pan DH, Que Q, Li X, Chen L, He Y, Yang H. Preoperative Ultrasound Radiomics Signatures for Noninvasive Evaluation of Biological Characteristics of Intrahepatic Cholangiocarcinoma. Acad Radiol 2020; 27:785-797. [PMID: 31494003 DOI: 10.1016/j.acra.2019.07.029] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2019] [Revised: 07/27/2019] [Accepted: 07/29/2019] [Indexed: 02/07/2023]
Abstract
RATIONALE AND OBJECTIVES The purpose of this study was to establish and validate radiomics signatures based on ultrasound (US) medicine images to assess the biological behaviors of intrahepatic cholangiocarcinoma (ICC) in a noninvasive manner. MATERIALS AND METHODS This study consisted of 128 ICC patients. We focused on evaluating six pathological features: microvascular invasion, perineural invasion, differentiation, Ki-67, vascular endothelial growth factor, and cytokeratin 7. Region of interest (ROI) of ICC was identified by manually plotting the tumor contour on the grayscale US image. We extracted radiomics features from medical US imaging. Then, dimensionality reduction methods and classifiers were used to develop radiomic signatures for evaluating six pathological features in ICC. Finally, independent validation datasets were used to assess the radiomic signatures performance. RESULTS We extracted 1076 quantitative characteristic parameters on the US medicine images. Based on extracted radiomics features, the best performing radiomic signatures for evaluating microvascular invasion features were produced by hypothetical test + support vector machine (SVM), perineural invasion subgroup were least absolute shrinkage and selection operator + principal component analysis + support vector machine, differentiation subgroup were hypothetical test + decision tree, Ki-67 subgroup were hypothetical test + logistic regression, vascular endothelial growth factor subgroup were hypothetical test + Gradient Boosting Decision Tree (GBDT), and cytokeratin 7 subgroup were hypothetical test + bagging, respectively. CONCLUSION Through the high-throughput radiomics analysis based on US medicine images, we proposed radiomics signatures that have moderate efficiency in predicting the biological behaviors of ICC noninvasively.
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Affiliation(s)
- Yu-Ting Peng
- Department of Medical Ultrasonics, First Afliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning 530021, Guangxi Zhuang, China
| | - Chuan-Yang Zhou
- Department of Medical Ultrasonics, First Afliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning 530021, Guangxi Zhuang, China
| | - Peng Lin
- Department of Medical Ultrasonics, First Afliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning 530021, Guangxi Zhuang, China
| | - Dong-Yue Wen
- Department of Medical Ultrasonics, First Afliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning 530021, Guangxi Zhuang, China
| | - Xiao-Dong Wang
- Department of Medical Ultrasonics, First Afliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning 530021, Guangxi Zhuang, China
| | - Xiao-Zhu Zhong
- Department of Medical Ultrasonics, First Afliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning 530021, Guangxi Zhuang, China
| | - Deng-Hua Pan
- Department of Medical Ultrasonics, First Afliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning 530021, Guangxi Zhuang, China
| | - Qiao Que
- Department of Medical Ultrasonics, First Afliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning 530021, Guangxi Zhuang, China
| | - Xin Li
- GE Healthcare, Shanghai, China
| | | | - Yun He
- Department of Medical Ultrasonics, First Afliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning 530021, Guangxi Zhuang, China.
| | - Hong Yang
- Department of Medical Ultrasonics, First Afliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning 530021, Guangxi Zhuang, China.
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Abstract
Intrahepatic cholangiocarcinoma (ICC) arises from the epithelial cells of the intrahepatic and extrahepatic bile ducts and occurs proximal to the segmental biliary ducts. Risk factors include chronic hepatitis and cirrhosis, biliary inflammatory diseases, and hepatobiliary flukes, although in most cases, no known risk factor is identified. ICC is highly aggressive, with long-term survival only observed in patients with a complete R0 surgical resection. Technical and physiologic resectability should be considered when performing an operative plan. Nodal involvement is among the most important prognostic factors associated with survival and a porta hepatis lymphadenectomy should be performed at the time of resection. Adjuvant chemotherapy can provide a significant survival benefit for patients with more advanced or aggressive tumors. Systemic, locoregional, and targeted therapies exist for patients with unresectable or metastatic disease.
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Affiliation(s)
- Ramy El-Diwany
- Department of Surgery, Johns Hopkins University, 600 N. Wolfe St, Tower 110 Baltimore, MD 21287, USA
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University, 320 W. 10th Avenue, M-260 Starling Loving Hall, Columbus, OH 43210, USA
| | - Aslam Ejaz
- Department of Surgery, Johns Hopkins University, 600 N. Wolfe St, Tower 110 Baltimore, MD 21287, USA.
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Wang X, Wang W, Ma X, Lu X, Li S, Zeng M, Xu K, Yang C. Combined hepatocellular-cholangiocarcinoma: which preoperative clinical data and conventional MRI characteristics have value for the prediction of microvascular invasion and clinical significance? Eur Radiol 2020; 30:5337-5347. [PMID: 32385649 PMCID: PMC7476977 DOI: 10.1007/s00330-020-06861-2] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 03/13/2020] [Accepted: 04/02/2020] [Indexed: 02/07/2023]
Abstract
Objectives To explore which preoperative clinical data and conventional MRI findings may indicate microvascular invasion (MVI) of combined hepatocellular-cholangiocarcinoma (cHCC-CCA) and have clinical significance. Methods The study enrolled 113 patients with histopathologically confirmed cHCC-CCA (MVI-positive group [n = 56], MVI-negative group [n = 57]). Two radiologists retrospectively assessed the preoperative MRI features (qualitative analysis of morphology and dynamic enhancement features), and each lesion was assigned according to the LI-RADS. Preoperative clinical data were also evaluated. Logistic regression analyses were used to assess the relative value of these parameters as potential predictors of MVI. Recurrence-free survival (RFS) rates after hepatectomy in the two groups were estimated using Kaplan–Meier survival curves and compared using the log-rank test. Results The majority of cHCC-CCAs were categorized as LR-M. On multivariate analysis, a higher serum AFP level (OR, 0.523; 95% CI, 0.282–0.971; p = 0.040), intratumoral fat deposition (OR, 14.368; 95% CI, 2.749–75.098; p = 0.002), and irregular arterial peritumoral enhancement (OR, 0.322; 95% CI, 0.164–0.631; p = 0.001) were independent variables associated with the MVI of cHCC-CCA. After hepatectomy, patients with MVI of cHCC-CCA showed earlier recurrence than those without MVI (hazard ratio [HR], 0.402; 95% CI, 0.189–0.854, p = 0.013). Conclusion A higher serum AFP level and irregular arterial peritumoral enhancement are potential predictive biomarkers for the MVI of cHCC-CCA, while intratumoral fat detected on MRI suggests a low risk of MVI. Furthermore, cHCC-CCAs with MVI may have worse surgical outcomes with regard to early recurrence than those without MVI. Key Points • Higher serum levels of AFP combined with irregular arterial peritumoral enhancement are independent risk factors for the MVI of cHCC-CCA, while fat deposition might be a protective factor. • cHCC-CCA with MVI may have a higher risk of early recurrence after surgery. • Most cHCC-CCAs were categorized as LR-M in this study, and no significant difference was found in MVI based on LI-RADS category.
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MESH Headings
- Adult
- Aged
- Bile Duct Neoplasms/blood supply
- Bile Duct Neoplasms/diagnostic imaging
- Bile Duct Neoplasms/pathology
- Bile Duct Neoplasms/surgery
- Bile Ducts, Intrahepatic/pathology
- Biomarkers, Tumor/blood
- Carcinoma, Hepatocellular/blood supply
- Carcinoma, Hepatocellular/diagnostic imaging
- Carcinoma, Hepatocellular/pathology
- Carcinoma, Hepatocellular/surgery
- Cholangiocarcinoma/blood supply
- Cholangiocarcinoma/diagnostic imaging
- Cholangiocarcinoma/pathology
- Cholangiocarcinoma/surgery
- Disease-Free Survival
- Female
- Hepatectomy
- Humans
- Liver Neoplasms/blood supply
- Liver Neoplasms/diagnostic imaging
- Liver Neoplasms/pathology
- Liver Neoplasms/surgery
- Magnetic Resonance Imaging
- Male
- Microcirculation
- Middle Aged
- Neoplasm Invasiveness
- Neoplasms, Multiple Primary/blood supply
- Neoplasms, Multiple Primary/diagnostic imaging
- Neoplasms, Multiple Primary/pathology
- Neoplasms, Multiple Primary/surgery
- Recurrence
- Retrospective Studies
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Affiliation(s)
- Xiaolong Wang
- Department of Radiology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, China
- Department of Radiology, The Affiliated Hospital of Xuzhou Medical University, No. 99 Huaihai West Road, Xuzhou, Jiangsu Province, China
- School of Medical Imaging, Xuzhou Medical University, Xuzhou, Jiangsu Province, China
| | - Wentao Wang
- Department of Radiology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, China
| | - Xijuan Ma
- Department of Radiology, Xuzhou Central Hospital, Xuzhou, Jiangsu Province, China
| | - Xin Lu
- Department of Radiology, The Affiliated Hospital of Xuzhou Medical University, No. 99 Huaihai West Road, Xuzhou, Jiangsu Province, China
- School of Medical Imaging, Xuzhou Medical University, Xuzhou, Jiangsu Province, China
| | - Shaodong Li
- Department of Radiology, The Affiliated Hospital of Xuzhou Medical University, No. 99 Huaihai West Road, Xuzhou, Jiangsu Province, China
- School of Medical Imaging, Xuzhou Medical University, Xuzhou, Jiangsu Province, China
| | - Mengsu Zeng
- Department of Radiology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, China
| | - Kai Xu
- Department of Radiology, The Affiliated Hospital of Xuzhou Medical University, No. 99 Huaihai West Road, Xuzhou, Jiangsu Province, China.
- School of Medical Imaging, Xuzhou Medical University, Xuzhou, Jiangsu Province, China.
| | - Chun Yang
- Department of Radiology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, China.
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Hahn F, Müller L, Mähringer-Kunz A, Schotten S, Düber C, Hinrichs JB, Maschke SK, Galle PR, Bartsch F, Lang H, Weinmann A, Kloeckner R. Risk prediction in intrahepatic cholangiocarcinoma: Direct comparison of the MEGNA score and the 8th edition of the UICC/AJCC Cancer staging system. PLoS One 2020; 15:e0228501. [PMID: 32012198 PMCID: PMC6996849 DOI: 10.1371/journal.pone.0228501] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Accepted: 01/16/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND External validation of prognostic risk models is essential before they are implemented in clinical practice. This study evaluated the recently developed MEGNA score for survival prediction after resection of intrahepatic cholangiocarcinoma (ICC), with a focus on the direct comparison of its prognostic value to that of the current International Union Against Cancer (UICC)/American Joint Committee on Cancer (AJCC) Cancer staging system. MATERIAL AND METHODS Between 1997 and 2018, 417 consecutive patients with ICC were referred to our tertiary care centre and were retrospectively identified out of a dedicated clinical database. Of this group, 203 patients underwent surgical resection and met the inclusion criteria. Multivariate analysis was performed to assess the predictors of the recently proposed MEGNA score regarding overall survival (OS). Concordance indices (C-indices) and integrated Brier scores (IBS) were calculated to assess the ability of both the MEGNA score and the current (8th) edition of the UICC/AJCC Cancer staging system to predict individual patient outcome. RESULTS Stratification according to the MEGNA score resulted in a median OS of 34.5 months, 26.1 months, 21.5 months, and 16.6 months for MEGNA scores 0, 1, 2, and ≥3, respectively (log rank p < 0.001). However, of the five factors that contribute to the MEGNA score, age > 60 years was not a predictor for poor OS in our cohort. The C-index for the MEGNA score was 0.58, the IBS was 0.193. The 8th edition of the UICC/AJCC system performed slightly better, with a C-index of 0.61 and an IBS of 0.186. CONCLUSION The ability of the MEGNA score to predict individual patient outcome was only moderate in this external validation. Its prognostic value did not reach that of the more widely known and used UICC/AJCC system. However, neither scoring system performed well enough to support clear-cut clinical decisions.
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Affiliation(s)
- Felix Hahn
- Department of Diagnostic and Interventional Radiology, Johannes Gutenberg-University Medical Center Mainz, Mainz, Germany
- * E-mail:
| | - Lukas Müller
- Department of Diagnostic and Interventional Radiology, Johannes Gutenberg-University Medical Center Mainz, Mainz, Germany
| | - Aline Mähringer-Kunz
- Department of Diagnostic and Interventional Radiology, Johannes Gutenberg-University Medical Center Mainz, Mainz, Germany
| | - Sebastian Schotten
- Department of Diagnostic and Interventional Radiology, Johannes Gutenberg-University Medical Center Mainz, Mainz, Germany
| | - Christoph Düber
- Department of Diagnostic and Interventional Radiology, Johannes Gutenberg-University Medical Center Mainz, Mainz, Germany
| | - Jan B. Hinrichs
- Department of Diagnostic and Interventional Radiology, Hannover Medical School, Hannover, Germany
| | - Sabine K. Maschke
- Department of Diagnostic and Interventional Radiology, Hannover Medical School, Hannover, Germany
| | - Peter R. Galle
- Department of Internal Medicine, Johannes Gutenberg-University Medical Center Mainz, Mainz, Germany
| | - Fabian Bartsch
- Department of General, Visceral and Transplant Surgery, Johannes Gutenberg-University Medical Center Mainz, Mainz, Germany
| | - Hauke Lang
- Department of General, Visceral and Transplant Surgery, Johannes Gutenberg-University Medical Center Mainz, Mainz, Germany
| | - Arndt Weinmann
- Department of Internal Medicine, Johannes Gutenberg-University Medical Center Mainz, Mainz, Germany
| | - Roman Kloeckner
- Department of Diagnostic and Interventional Radiology, Johannes Gutenberg-University Medical Center Mainz, Mainz, Germany
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Merath K, Mehta R, Hyer JM, Bagante F, Sahara K, Alexandrescu S, Marques HP, Aldrighetti L, Maithel SK, Pulitano C, Weiss MJ, Bauer TW, Shen F, Poultsides GA, Soubrane O, Martel G, Koerkamp BG, Guglielmi A, Itaru E, Ejaz A, Pawlik TM. Impact of body mass index on tumor recurrence among patients undergoing curative-intent resection of intrahepatic cholangiocarcinoma- a multi-institutional international analysis. Eur J Surg Oncol 2019; 45:1084-1091. [PMID: 30871884 DOI: 10.1016/j.ejso.2019.03.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 02/27/2019] [Accepted: 03/01/2019] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The association between body mass index (BMI) and long-term outcomes of patients with ICC has not been well defined. We sought to define the presentation and oncologic outcomes of patients with ICC undergoing curative-intent resection, according to their BMI category. METHODS Patients who underwent resection of ICC were identified in a multi-institutional database. Patients were categorized as normal weight (BMI 18.5-24.9 kg/m2), overweight (BMI 25.0-29.9 kg/m2) and obese (BMI≥30 kg/m2) according to the World Health Organization (WHO) definition. Impact of clinico-pathological factors on recurrence-free survival (RFS) was assessed using Cox proportional hazards model among patients in the three BMI categories. RESULTS Among a total of 790 patients undergoing curative-intent resection of ICC in the analytic cohort, 399 (50.5%) had normal weight, 274 (34.7%) were overweight and 117 (14.8%) were obese. Caucasian patients were more likely to be obese (66.7%, n = 78) and overweight (47.1%, n = 129) compared with Asian (obese: 18.8%, n = 22; overweight: 46%, n = 126) and other races (obese: 14.5%, n = 17; overweight: 6.9%, n = 19)(p < 0.001). There were no differences in the presence of cirrhosis (10.9%, vs. 12.8%, vs. 12.9%), preoperative jaundice (8.6% vs. 9.5% vs. 12.0%), or levels of CA 19-9 (75, IQR 24.6-280 vs. 50.9, IQR 17.9-232 vs. 43, IQR 16.9-192.7) among the BMI groups (all p > 0.05). On multivariable analysis, increased BMI was an independent risk factor for tumor recurrence (OR 1.16, 95% CI 1.02-1.32, for every 5 unit increase). CONCLUSION Increasing BMI was associated with incremental increases in the risk of recurrence following curative-intent resection of ICC. Future studies should aim to achieve a better understanding of BMI-related factors relative to prognosis of patients with ICC.
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Affiliation(s)
- Katiuscha Merath
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Rittal Mehta
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - J Madison Hyer
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Fabio Bagante
- The Ohio State University Wexner Medical Center, Columbus, OH, USA; University of Verona, Verona, Italy
| | - Kota Sahara
- The Ohio State University Wexner Medical Center, Columbus, OH, USA; Yokohama City University, Yokohama, Japan
| | | | | | | | | | | | | | - Todd W Bauer
- University of Virginia, Charlottesville, VA, USA
| | - Feng Shen
- Eastern Hepatobiliary Surgery Hospital, Shanghai, China
| | | | | | | | | | | | - Endo Itaru
- Yokohama City University, Yokohama, Japan
| | - Aslam Ejaz
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Timothy M Pawlik
- The Ohio State University Wexner Medical Center, Columbus, OH, USA.
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