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Li Y, He D, Lu ZJ, Gu XF, Liu XY, Chen M, Tu YX, Zhou Y, Owen G, Zhang X, Jiang D. Clinicopathological characteristics and prognosis of combined hepatocellular cholangiocarcinoma. BMC Cancer 2024; 24:1232. [PMID: 39375615 PMCID: PMC11457400 DOI: 10.1186/s12885-024-12970-8] [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: 05/16/2024] [Accepted: 09/20/2024] [Indexed: 10/09/2024] Open
Abstract
There is limited research on the clinicopathological characteristics of combined hepatocellular-cholangiocarcinoma (cHCC-CCA) currently. The aim of this study is to summerize the clinicopathological factors and prognosis of cHCC-CCA, which could help us understand this disease. 72 cases of cHCC-CCA from West China Hospital of Sichuan University were collected. Tissue components were reviewed by pathologists. Immunohistochemistry was used to detect the status of mismatch repair (MMR) and human epidermal growth factor receptor 2 (HER2) in cHCC-CCA, as well as the quantity and distribution of CD3+ T cells and CD8+ T cells. Fluorescence in situ hybridization was used to detect fibroblast growth factor receptor 2 (FGFR2) gene alteration. COX univariate and multivariate analyses were used to evaluate risk factors, and survival curves were plotted. 49 cases were classified as classic type cHCC-CCA and 23 cases as intermediate cell carcinoma. The cut-off value for diagnosing classic type was determined to be ≥ 30% for the cholangiocarcinoma component based on prognostic calculations. All tumors were MMR proficient. The rate of strong HER2 protein expression (3+) was 8.3%, and the frequency of FGFR2 gene alteration was 26.4%. CD3+ T cells and CD8+ T cells were mainly distributed at the tumor margin, and were protective factors for patients with cHCC-CCA. The overall survival of the 72 patients was 18.9 months, with a median survival of 12 months. Tumor size, TNM stage, and serum AFP level were prognostic factors for cHCC-CCA. The proportion of cholangiocarcinoma component reaching the threshold of 30%, may provide a reference for future pathology diagnosis. FGFR2 gene alteration was 26.4%, providing a clue for anti-FGFR2 therapy. However, more data is needed for further verification.
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Affiliation(s)
- Yue Li
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Du He
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Zi-Jian Lu
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Xia-Fei Gu
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Xiao-Yu Liu
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Min Chen
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Yin-Xia Tu
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, 610041, China
- Department of Pathology, Chengdu Shangjin Nanfu Hospital, Chengdu, 611700, China
| | - Yu Zhou
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Gemma Owen
- Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford, OX3 9DU, UK
| | - Xian Zhang
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Dan Jiang
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, 610041, China.
- Department of Pathology, Chengdu Shangjin Nanfu Hospital, Chengdu, 611700, China.
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Unome S, Imai K, Miwa T, Hanai T, Suetsugu A, Takai K, Suzui N, Miyazaki T, Shimizu M. Unresectable Combined Hepatocellular-cholangiocarcinoma Treated with Combination Therapy Consisting of Durvalumab Plus Tremelimumab. Intern Med 2024; 63:2631-2636. [PMID: 38432964 DOI: 10.2169/internalmedicine.3071-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/05/2024] Open
Abstract
Combined hepatocellular cholangiocarcinoma is a rare and challenging primary liver malignancy that lacks any established standard treatments for unresectable cases. We herein present the first known case of a 49-year-old woman diagnosed with unresectable combined hepatocellular-cholangiocarcinoma, who underwent novel chemotherapy involving durvalumab plus tremelimumab combination therapy. The treatment was temporarily discontinued owing to immune-related adverse events, such as rash, and the patient was subsequently managed with systemic steroid therapy; however, the disease progressed after two courses of this treatment. Further studies are needed to validate the efficacy and safety of immune checkpoint inhibitors such as durvalumab and tremelimumab for the treatment of unresectable combined hepatocellular cholangiocarcinoma.
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Affiliation(s)
- Shinji Unome
- Department of Gastroenterology/Internal Medicine, Graduate School of Medicine, Gifu University, Japan
| | - Kenji Imai
- Department of Gastroenterology/Internal Medicine, Graduate School of Medicine, Gifu University, Japan
| | - Takao Miwa
- Department of Gastroenterology/Internal Medicine, Graduate School of Medicine, Gifu University, Japan
| | - Tatsunori Hanai
- Department of Gastroenterology/Internal Medicine, Graduate School of Medicine, Gifu University, Japan
| | - Atsushi Suetsugu
- Department of Gastroenterology/Internal Medicine, Graduate School of Medicine, Gifu University, Japan
| | - Koji Takai
- Department of Gastroenterology/Internal Medicine, Graduate School of Medicine, Gifu University, Japan
| | | | | | - Masahito Shimizu
- Department of Gastroenterology/Internal Medicine, Graduate School of Medicine, Gifu University, Japan
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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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Sasaki M, Sato Y, Nakanuma Y. Expression of fibroblast growth factor receptor 2 (FGFR2) in combined hepatocellular-cholangiocarcinoma and intrahepatic cholangiocarcinoma: clinicopathological study. Virchows Arch 2024; 484:915-923. [PMID: 38532197 PMCID: PMC11186861 DOI: 10.1007/s00428-024-03792-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 03/12/2024] [Accepted: 03/19/2024] [Indexed: 03/28/2024]
Abstract
Genetic alterations including fusions in fibroblast growth factor receptor 2 (FGFR2) are detected in 10-20% of intrahepatic cholangiocarcinoma (iCCA), and FGFR2 inhibitors are effective for the treatment of iCCA. We examined a prevalence of FGFR2 genetic alterations and their clinicopathological significance in combined hepatocellular-cholangiocarcinoma (cHCC-CCA). FGFR2 expression, which is a surrogate marker for FGFR2 genetic alterations, was immunohistochemically assessed in the liver sections from 75 patients with cHCC-CCA, 35 with small duct-type iCCA, 30 with large duct-type iCCA, and 35 with hepatocellular carcinoma (HCC). FGFR2 genetic alterations were detected by reverse transcription-PCR and direct sequence. An association of FGFR2 expression with clinicopathological features was investigated in cHCC-CCAs. FGFR2 expression was detected in significantly more patients with cHCC-CCA (21.3%) and small duct-type iCCA (25.7%), compared to those with large duct-type iCCA (3.3%) and HCC (0%) (p < 0.05). FGFR2-positive cHCC-CCAs were significantly smaller size (p < 0.05), with more predominant cholangiolocarcinoma component (p < 0.01) and less nestin expression (p < 0.05). Genetic alterations of ARID1A and BAP1 and multiple genes were significantly more frequent in FGFR2-positive cHCC-CCAs (p < 0.05). 5'/3' imbalance in FGFR2 genes indicating exon18-truncated FGFR2 was significantly more frequently detected in FGFR2-positive cHCC-CCAs and small duct iCCAs, compared to FGFR2-negative ones (p < 0.05). FGFR2::BICC fusion was detected in a case of cHCC-CCAs. FGFR2 genetic alterations may be prevalent in cHCC-CCAs as well as small duct-type iCCAs, which suggest cHCC-CCAs may also be a possible therapeutic target of FGFR2 inhibitors.
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MESH Headings
- Humans
- Cholangiocarcinoma/pathology
- Cholangiocarcinoma/genetics
- Cholangiocarcinoma/metabolism
- Receptor, Fibroblast Growth Factor, Type 2/genetics
- Receptor, Fibroblast Growth Factor, Type 2/metabolism
- Female
- Male
- Bile Duct Neoplasms/pathology
- Bile Duct Neoplasms/genetics
- Bile Duct Neoplasms/metabolism
- Middle Aged
- Liver Neoplasms/pathology
- Liver Neoplasms/genetics
- Liver Neoplasms/metabolism
- Carcinoma, Hepatocellular/pathology
- Carcinoma, Hepatocellular/genetics
- Carcinoma, Hepatocellular/metabolism
- Aged
- Adult
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/analysis
- Biomarkers, Tumor/metabolism
- Aged, 80 and over
- Immunohistochemistry
- Tumor Suppressor Proteins/genetics
- Tumor Suppressor Proteins/metabolism
- Ubiquitin Thiolesterase
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Affiliation(s)
- Motoko Sasaki
- Department of Human Pathology, Kanazawa University Graduate School of Medical Sciences, Kanazawa, 920-8640, Japan.
| | - Yasunori Sato
- Department of Human Pathology, Kanazawa University Graduate School of Medical Sciences, Kanazawa, 920-8640, Japan
| | - Yasuni Nakanuma
- Division of Pathology, Fukui Saiseikai Hospital, Fukui, Japan
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5
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Vij M, Veerankutty FH, Rammohan A, Rela M. Combined hepatocellular cholangiocarcinoma: A clinicopathological update. World J Hepatol 2024; 16:766-775. [PMID: 38818284 PMCID: PMC11135265 DOI: 10.4254/wjh.v16.i5.766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 01/31/2024] [Accepted: 04/09/2024] [Indexed: 05/22/2024] Open
Abstract
Combined hepatocellular-cholangiocarcinoma (cHCC-CCA) is a rare primary liver cancer associated with an appalling prognosis. The diagnosis and management of this entity have been challenging to physicians, radiologists, surgeons, pathologists, and oncologists alike. The diagnostic and prognostic value of biomarkers such as the immunohistochemical expression of nestin, a progenitor cell marker, have been explored recently. With a better understanding of biology and the clinical course of cHCC-CCA, newer treatment modalities like immune checkpoint inhibitors are being tried to improve the survival of patients with this rare disease. In this review, we give an account of the recent developments in the pathology, diagnostic approach, and management of cHCC-CCA.
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Affiliation(s)
- Mukul Vij
- Department of Pathology, Institute of Liver Disease and Transplantation, Chennai 600044, India
| | - Fadl H Veerankutty
- Comprehensive Liver Care Institute, VPS Lakeshore, Cochin 682040, India
- Institute of Liver Disease and Transplantation, Dr. Rela Institute and Medical Centre, Chennai 600044, India.
| | - Ashwin Rammohan
- Institute of Liver Disease and Transplantation, Dr. Rela Institute and Medical Centre, Chennai 600044, India
| | - Mohamed Rela
- Institute of Liver Disease and Transplantation, Dr. Rela Institute and Medical Centre, Chennai 600044, India
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Xi Y, Zheng K, Deng F, Liu Y, Sun H, Zheng Y, Tong HHY, Ji Y, Zhang Y, Chen W, Zhang Y, Zou X, Hao J. Themis: advancing precision oncology through comprehensive molecular subtyping and optimization. Brief Bioinform 2024; 25:bbae261. [PMID: 38833322 PMCID: PMC11149663 DOI: 10.1093/bib/bbae261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 04/30/2024] [Accepted: 05/21/2024] [Indexed: 06/06/2024] Open
Abstract
Recent advances in tumor molecular subtyping have revolutionized precision oncology, offering novel avenues for patient-specific treatment strategies. However, a comprehensive and independent comparison of these subtyping methodologies remains unexplored. This study introduces 'Themis' (Tumor HEterogeneity analysis on Molecular subtypIng System), an evaluation platform that encapsulates a few representative tumor molecular subtyping methods, including Stemness, Anoikis, Metabolism, and pathway-based classifications, utilizing 38 test datasets curated from The Cancer Genome Atlas (TCGA) and significant studies. Our self-designed quantitative analysis uncovers the relative strengths, limitations, and applicability of each method in different clinical contexts. Crucially, Themis serves as a vital tool in identifying the most appropriate subtyping methods for specific clinical scenarios. It also guides fine-tuning existing subtyping methods to achieve more accurate phenotype-associated results. To demonstrate the practical utility, we apply Themis to a breast cancer dataset, showcasing its efficacy in selecting the most suitable subtyping methods for personalized medicine in various clinical scenarios. This study bridges a crucial gap in cancer research and lays a foundation for future advancements in individualized cancer therapy and patient management.
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Affiliation(s)
- Yue Xi
- Department of Reproductive Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province, 250013, China
- Institute of Clinical Science, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Kun Zheng
- Department of Urology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Fulan Deng
- School of Materials Science and Engineering, Shanghai Institute of Technology, Shanghai 201418, China
| | - Yujun Liu
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
| | - Hourong Sun
- Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- Department of Cardiovascular Surgery, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Yingxia Zheng
- Department of Laboratory Medicine, Xin Hua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Henry H Y Tong
- Centre for Artificial Intelligence Driven Drug Discovery, Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China
| | - Yuan Ji
- Molecular Pathology center, Dept. Pathology, Zhongshan Hospital, Fudan University
| | - Yingchun Zhang
- Department of Reproductive Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province, 250013, China
| | - Wantao Chen
- Ninth People's Hospital, Shanghai Key Laboratory of Stomatology & Shanghai Research Institute of Stomatology, National Clinical Research Center of Stomatology, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China
| | - Yiming Zhang
- Department of Reproductive Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province, 250013, China
| | - Xin Zou
- National Engineering Center for Biochip at Shanghai, China
| | - Jie Hao
- Institute of Clinical Science, Zhongshan Hospital, Fudan University, Shanghai, China
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Gurzu S, Szodorai R, Jung I, Banias L. Combined hepatocellular-cholangiocarcinoma: from genesis to molecular pathways and therapeutic strategies. J Cancer Res Clin Oncol 2024; 150:270. [PMID: 38780656 PMCID: PMC11116183 DOI: 10.1007/s00432-024-05781-8] [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: 03/31/2024] [Accepted: 05/04/2024] [Indexed: 05/25/2024]
Abstract
Hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC) are the most common primary liver cancers. Little is known about the combined hepatocellular-cholangiocarcinoma (cHCC-ICC) variant and the proper therapeutic strategies. Out of over 1200 available studies about cHCC-ICC, we selected the most representative ones that reflected updated information with application to individualized therapy. Based on literature data and own experience, we hypothesize that two molecular groups of cHCC-ICC can be identified. The proposed division might have a significant therapeutic role. Most cases develop, like HCC, on a background of cirrhosis and hepatitis and share characteristics with HCC; thus, they are named HCC-type cHCC-ICC and therapeutic strategies might be like those for HCC. This review also highlights a new carcinogenic perspective and identifies, based on literature data and the own experience, a second variant of cHCC-ICC called ICC-type cHCC-ICC. Contrary to HCC, these cases show a tendency for lymph node metastases and ICC components in the metastatic tissues. No guidelines have been established yet for such cases. Individualized therapy should be, however, oriented toward the immunoprofile of the primary tumor and metastatic cells, and different therapeutic strategies should be used in patients with HCC- versus ICC-type cHCC-ICC.
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Affiliation(s)
- Simona Gurzu
- Department of Pathology, Pharmacy, Science and Technology, George Emil Palade University of Medicine, 38 Gheorghe Marinescu Street, 540139, Targu Mures, Romania.
- Research Center of Oncopathology and Transdisciplinary Research (CCOMT), Targu Mures, Romania.
- Romanian Academy of Medical Sciences, Bucharest, Romania.
| | - Rita Szodorai
- Department of Pathology, Pharmacy, Science and Technology, George Emil Palade University of Medicine, 38 Gheorghe Marinescu Street, 540139, Targu Mures, Romania
| | - Ioan Jung
- Department of Pathology, Pharmacy, Science and Technology, George Emil Palade University of Medicine, 38 Gheorghe Marinescu Street, 540139, Targu Mures, Romania
- Romanian Academy of Medical Sciences, Bucharest, Romania
| | - Laura Banias
- Department of Pathology, Pharmacy, Science and Technology, George Emil Palade University of Medicine, 38 Gheorghe Marinescu Street, 540139, Targu Mures, Romania
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8
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Zhang YZ, Liu YC, Su T, Shi JN, Huang Y, Liang B. Current advances and future directions in combined hepatocellular and cholangiocarcinoma. Gastroenterol Rep (Oxf) 2024; 12:goae031. [PMID: 38628397 PMCID: PMC11018545 DOI: 10.1093/gastro/goae031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 03/17/2024] [Accepted: 03/24/2024] [Indexed: 04/19/2024] Open
Abstract
The low incidence of combined hepatocellular cholangiocarcinoma (cHCC-CCA) is an important factor limiting research progression. Our study extensively included nearly three decades of relevant literature and assembled the most comprehensive database comprising 5,742 patients with cHCC-CCA. We summarized the characteristics, tumor markers, and clinical features of these patients. Additionally, we present the evolution of cHCC-CCA classification and explain the underlying rationale for these classification standards. We reviewed cHCC-CCA diagnostic advances using imaging features, tumor markers, and postoperative pathology, as well as treatment options such as surgical, adjuvant, and immune-targeted therapies. In addition, recent advances in more effective chemotherapeutic regimens and immune-targeted therapies were explored. Furthermore, we described the molecular mutation features and potential specific markers of cHCC-CCA. The prognostic value of Nestin has been proven, and we speculate that Nestin will also play a role in classification and diagnosis. However, further research is needed. Moreover, we believe that the possibility of using machine learning liquid biopsy for preoperative diagnosis and establishing a scoring system are directions for future research.
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Affiliation(s)
- Yu-Zhu Zhang
- Department of General Surgery, The Second Affiliated Hospital of Nanchang University, Jiangxi, Nanchang, Jiangxi, P. R. China
- The Second Clinical Medical College of Nanchang University, The Second Affiliated Hospital of Nanchang University, Jiangxi, Nanchang, Jiangxi, P. R. China
| | - Yu-Chen Liu
- Department of General Surgery, The Second Affiliated Hospital of Nanchang University, Jiangxi, Nanchang, Jiangxi, P. R. China
- Queen Mary School, Jiangxi Medical College of Nanchang University, Nanchang, Jiangxi, P. R. China
| | - Tong Su
- Department of General Surgery, The Second Affiliated Hospital of Nanchang University, Jiangxi, Nanchang, Jiangxi, P. R. China
- The Second Clinical Medical College of Nanchang University, The Second Affiliated Hospital of Nanchang University, Jiangxi, Nanchang, Jiangxi, P. R. China
| | - Jiang-Nan Shi
- The Second Clinical Medical College of Nanchang University, The Second Affiliated Hospital of Nanchang University, Jiangxi, Nanchang, Jiangxi, P. R. China
| | - Yi Huang
- The Second Clinical Medical College of Nanchang University, The Second Affiliated Hospital of Nanchang University, Jiangxi, Nanchang, Jiangxi, P. R. China
| | - Bo Liang
- Department of General Surgery, The Second Affiliated Hospital of Nanchang University, Jiangxi, Nanchang, Jiangxi, P. R. China
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9
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Amory B, Goumard C, Laurent A, Langella S, Cherqui D, Salame E, Barbier L, Soubrane O, Farges O, Hobeika C, Kawai T, Regimbeau JM, Faitot F, Pessaux P, Truant S, Boleslawski E, Herrero A, Mabrut JY, Chiche L, Di Martino M, Rhaiem R, Schwarz L, Resende V, Calderaro J, Augustin J, Caruso S, Sommacale D, Hofmeyr S, Ferrero A, Fuks D, Vibert E, Torzilli G, Scatton O, Brustia R. Combined hepatocellular-cholangiocarcinoma compared to hepatocellular carcinoma and intrahepatic cholangiocarcinoma: Different survival, similar recurrence: Report of a large study on repurposed databases with propensity score matching. Surgery 2024; 175:413-423. [PMID: 37981553 DOI: 10.1016/j.surg.2023.09.040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 09/06/2023] [Accepted: 09/26/2023] [Indexed: 11/21/2023]
Abstract
BACKGROUND Combined hepatocholangiocarcinoma is a rare cancer with a grim prognosis composed of both hepatocellular carcinoma and intrahepatic cholangiocarcinoma morphologic patterns in the same tumor. The aim of this multicenter, international cohort study was to compare the oncologic outcomes after surgery of combined hepatocholangiocarcinoma to hepatocellular carcinoma and intrahepatic cholangiocarcinoma. METHODS Patients treated by surgery for combined hepatocholangiocarcinoma, hepatocellular carcinoma, and intrahepatic cholangiocarcinoma from 2000 to 2021 from multicenter international databases were analyzed retrospectively. Patients with combined hepatocholangiocarcinoma (cases) were compared with 2 control groups of hepatocellular carcinoma or intrahepatic cholangiocarcinoma, sequentially matched using a propensity score based on 8 preoperative characteristics. Overall and disease-free survival were compared, and predictors of mortality and recurrence were analyzed with Cox regression after propensity score matching. RESULTS During the study period, 3,196 patients were included. Propensity score adjustment and 2 sequential matching processes produced a new cohort (n = 244) comprising 3 balanced groups was obtained (combined hepatocholangiocarcinoma = 56, intrahepatic cholangiocarcinoma = 66, and hepatocellular carcinoma = 122). Kaplan-Meier overall survival estimations at 1, 3, and 5 years were 67%, 45%, and 28% for combined hepatocholangiocarcinoma, 92%, 75%, and 55% for hepatocellular carcinoma, and 86%, 53%, and 42% for the intrahepatic cholangiocarcinoma group, respectively (P = .0014). Estimations of disease-free survival at 1, 3, and 5 years were 51%, 25%, and 17% for combined hepatocholangiocarcinoma, 63%, 35%, and 26% for the hepatocellular carcinoma group, and 51%, 31%, and 28% for the intrahepatic cholangiocarcinoma group, respectively (P = .19). Predictors of mortality were combined hepatocholangiocarcinoma subtype, metabolic syndrome, preoperative tumor markers alpha-fetoprotein and carbohydrate antigen 19-9, and satellite nodules, and recurrence was associated with satellite nodules rather than cancer subtype. CONCLUSION Despite data limitations, overall survival among patients with combined hepatocholangiocarcinoma was worse than both groups and closer intrahepatic cholangiocarcinoma, whereas disease-free survival was similar among the 3 groups. Future research on immunophenotypic profiling may hold more promise than traditional nonmodifiable clinical characteristics (as found in this study) in predicting recurrence or response to salvage treatments.
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Affiliation(s)
- Boris Amory
- Department of Digestive and Hepato-pancreatic-biliary Surgery, AP-HP, Hôpital Henri-Mondor, Paris Est Créteil University, UPEC, France; Assistance Publique-Hôpitaux de Paris, Créteil, France
| | - Claire Goumard
- Department of Hepatobiliary and Liver Transplantation Surgery, AP-HP, Hôpital Pitié Salpêtrière, CRSA, Sorbonne Université, Paris, France
| | - Alexis Laurent
- Department of Digestive and Hepato-pancreatic-biliary Surgery, DMU CARE, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpitaux Universitaires Henri Mondor, Créteil, France; Paris Est Créteil University, UPEC, France; Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," INSERM U955, Créteil, France; Assistance Publique-Hôpitaux de Paris, Créteil, France
| | - Serena Langella
- Department of General and Oncological Surgery, Ospedale Mauriziano, Torino, Italy
| | - Daniel Cherqui
- Center Hepato-Biliaire, AP-HP Paul Brousse Hospital, Paris-Saclay University, Villejuif, France
| | - Ephrem Salame
- Department of Digestive Surgery and Liver Transplantation, University Hospital of Tours, University of Tours, France; FHU Support, Tours, France
| | - Louise Barbier
- Department of Digestive Surgery and Liver Transplantation, University Hospital of Tours, University of Tours, France; FHU Support, Tours, France
| | - Olivier Soubrane
- Department of Digestive, Oncological, and Metabolic Surgery, Institut Mutualiste Montsouris, Paris, France
| | - Olivier Farges
- Department of HPB Surgery and Liver Transplantation, AP-HP Beaujon Hospital, University of Paris, Clichy, France
| | - Christian Hobeika
- Department of HPB Surgery and Liver Transplantation, AP-HP Beaujon Hospital, University of Paris, Clichy, France
| | - Takayuki Kawai
- Department of Surgery, Medical Research Institute, Kitano Hospital, Osaka and Graduate School of Medicine, Kyoto University, Japan
| | - Jean-Marc Regimbeau
- SSPC (Simplification of Surgical Patients Care) - Clinical Research Unit, University of Picardie Jules Verne, Amiens, France; Department of Digestive Surgery, Amiens University Medical Center, France
| | - François Faitot
- Service de Chirurgie Hépato-Biliaire et Transplantation Hépatique, Hôpital de Hautepierre, Strasbourg, France
| | - Patrick Pessaux
- Unité Chirurgie HBP, Pôle hépato-digestif Nouvel Hôpital Civil, Strasbourg, France; Institut of Viral and Liver Disease, Inserm U1110, Strasbourg, France
| | - Stéphanie Truant
- Department of Digestive Surgery and Transplantation, University Hospitals, Lille, France
| | - Emmanuel Boleslawski
- Department of Digestive Surgery and Transplantation, University Hospitals, Lille, France
| | - Astrid Herrero
- Department of HBP Surgery and Liver Transplantation, Montpellier University Hospital, University of Montpellier, France
| | - Jean-Yves Mabrut
- Croix Rousse University Hospital, Department of General Surgery and Liver Transplantation, Lyon, France; Cancer Research Center of Lyon, INSERM U1052, France
| | - Laurence Chiche
- Department of Hepato-Bilio-Pancreatic Surgery and Liver Transplantation, Haut Lévêque Hospital, Center Hospitalier Universitaire de Bordeaux, France; Inserm UMR 1312-Team 3 "Liver Cancers and Tumoral Invasion," Bordeaux Institute of Oncology, University of Bordeaux, France
| | - Marcello Di Martino
- HPB Unit, Department of General and Digestive Surgery, Hospital Universitario de la Princesa, Instituto de Investigación Sanitaria Princesa (IIS-IP), Universidad Autónoma de Madrid (UAM), Madrid, Spain
| | - Rami Rhaiem
- Department of Hepatobiliary, Pancreatic, and Digestive Surgery, Robert Debré University Hospital, Reims, France; University Reims Champagne-Ardenne, France
| | - Lilian Schwarz
- Department of Genomic and Personalized Medicine in Cancer and Neurological Disorders, Rouen University Hospital, UNIROUEN, UMR 1245 INSERM, Normandie Rouen University, France
| | - Vivian Resende
- Federal University of Minas Gerais School of Medicine, Belo Horizonte, Brazil
| | - Julien Calderaro
- Université Paris Est Créteil, INSERM, IMRB, Créteil, France; Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France; Inserm, U955, Team 18, Créteil, France
| | - Jérémy Augustin
- Université Paris Est Créteil, INSERM, IMRB, Créteil, France; Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France; Inserm, U955, Team 18, Créteil, France
| | - Stefano Caruso
- Université Paris Est Créteil, INSERM, IMRB, Créteil, France; Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France; Inserm, U955, Team 18, Créteil, France
| | - Daniele Sommacale
- Department of Digestive and Hepato-pancreatic-biliary Surgery, DMU CARE, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpitaux Universitaires Henri Mondor, Créteil, France; Paris Est Créteil University, UPEC, Créteil, France; Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," INSERM U955, Créteil, France; Assistance Publique-Hôpitaux de Paris, Créteil, France
| | - Stefan Hofmeyr
- Division of Surgery, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Academic Hospital, Cape Town, South Africa
| | - Alessandro Ferrero
- Department of General and Oncological Surgery, Ospedale Mauriziano, Torino, Italy
| | - David Fuks
- Department of Hepato-Pancreatic-Biliary and Endocrine Surgery, Hopital Cochin, Assistance Publique-Hôpitaux de Paris, France; Université Paris Cité, France
| | - Eric Vibert
- Center Hepato-Biliaire, AP-HP Paul Brousse Hospital, Paris-Saclay University, Villejuif, France
| | - Guido Torzilli
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas Research Hospital - IRCCS, Humanitas University, Rozzano, Milan, Italy
| | - Olivier Scatton
- Department of Hepatobiliary and Liver Transplantation Surgery, AP-HP, Hôpital Pitié Salpêtrière, CRSA, Sorbonne Université, Paris, France
| | - Raffaele Brustia
- Department of Digestive and Hepato-pancreatic-biliary Surgery, DMU CARE, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpitaux Universitaires Henri Mondor, Créteil, France; Paris Est Créteil University, UPEC, France; Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," INSERM U955, Créteil, France; Assistance Publique-Hôpitaux de Paris, Créteil, France.
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Gan X, Dong W, You W, Ding D, Yang Y, Sun D, Li W, Ding W, Liang Y, Yang F, Zhou W, Dong H, Yuan S. Spatial multimodal analysis revealed tertiary lymphoid structures as a risk stratification indicator in combined hepatocellular-cholangiocarcinoma. Cancer Lett 2024; 581:216513. [PMID: 38036041 DOI: 10.1016/j.canlet.2023.216513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 11/04/2023] [Accepted: 11/21/2023] [Indexed: 12/02/2023]
Abstract
The microenvironment created by tertiary lymphoid structures (TLSs) can support and regulate immune responses, affecting the prognosis and immune treatment of patients. Nevertheless, the actual importance of TLSs for predicting the prognosis of combined hepatocellular-cholangiocarcinoma (cHCC-CCA) patients remains unclear. Herein, using spatial transcriptomic analysis, we revealed that a gene signature of TLSs specific to cHCC-CCA was associated with high-intensity immune infiltration. Then, a novel scoring system was developed to evaluate the distribution and frequency of TLSs in intra-tumoral and extra-tumoral regions (iTLS and eTLS scores) in 146 cHCC-CCA patients. iTLS score was positively associated with promising prognosis, likely due to the decreased frequency of suppressive immune cell like Tregs, and the ratio of CD163+ macrophages to macrophages in intra-tumoral TLSs via imaging mass cytometry, while improved prognosis is not necessarily indicated by a higher eTLS score. Overall, this study highlights the potential of TLSs as a prognostic factor and an indicator of immune therapy in cHCC-CCA.
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Affiliation(s)
- Xiaojie Gan
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, 225 Changhai Road, Shanghai, 200438, China; Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China
| | - Wei Dong
- The Department of Pathology, Eastern Hepatobilliary Surgery Hospital, Naval Medical University, 225 Changhai Road, Shanghai, 200438, China
| | - Wenhua You
- School of Chemistry and Chemical Engineering, Southeast University, Nanjing, 211189, China
| | - Dongyang Ding
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, 225 Changhai Road, Shanghai, 200438, China
| | - Yuan Yang
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, 225 Changhai Road, Shanghai, 200438, China
| | - Dapeng Sun
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, 225 Changhai Road, Shanghai, 200438, China
| | - Wen Li
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, 225 Changhai Road, Shanghai, 200438, China
| | - Wenbin Ding
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, 225 Changhai Road, Shanghai, 200438, China
| | - Yuan Liang
- School of Biological Science & Medical Engineering, Southeast University, Nanjing, 211189, China
| | - Fu Yang
- The Department of Medical Genetics, Naval Medical University, Shanghai, 200438, China; Shanghai Key Laboratory of Medical Bioprotection, Shanghai, 200433, China; Key Laboratory of Biological Defense, Ministry of Education, Shanghai, 200433, China.
| | - Weiping Zhou
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, 225 Changhai Road, Shanghai, 200438, China.
| | - Hui Dong
- The Department of Pathology, Eastern Hepatobilliary Surgery Hospital, Naval Medical University, 225 Changhai Road, Shanghai, 200438, China.
| | - Shengxian Yuan
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, 225 Changhai Road, Shanghai, 200438, China.
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11
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Lu X, Wang Y, He M, Gou Z. Prognostic value and tumour microenvironment characteristics of the Glasgow Microenvironment Score in primary triple-negative breast cancer. J Clin Pathol 2024; 77:128-134. [PMID: 36600565 DOI: 10.1136/jcp-2022-208601] [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: 09/24/2022] [Accepted: 11/25/2022] [Indexed: 12/12/2022]
Abstract
AIMS The Glasgow Microenvironment Score (GMS) reflects the tumour microenvironment (TME) status by combining inflammatory cell infiltration and the tumour-stroma percentage. This study aimed to investigate the prognostic value and TME characteristics of the GMS for patients with triple-negative breast cancer (TNBC). METHODS A total of 123 patients with stage I-III TNBC were enrolled in this study. The association between GMS and clinicopathological characteristics was examined using the Pearson's χ2 test or Fisher's exact test. Kaplan-Meier plots were used to compare survival among the three GMS groups. Cox regression analyses were conducted to test the HR. Microenvironment Cell Populations-counter algorithm was used to estimate the TME components of each case. RESULTS We found that higher GMS score tended to exhibit the lower nuclear grade (p=0.016), more positive lymph nodes (p=0.014) and later tumour, node, metastases stage (p=0.012). GMS was an independent prognostic factor for disease-free survival in TNBC, and GMS 2 showed the worst prognosis (HR=6.42, p=0.028). GMS 0 was more infiltrated with cytotoxic lymphocytes, including CD8+ T cells (p=0.037) and natural killer cells (p=0.005), while GMS 2 was enriched in more endothelial cells (p=0.014) and fibroblasts (p=0.008). CONCLUSION Our study suggested that the GMS is a prognostic indicator for patients with TNBC. As an accessible and effective index, the GMS may be a promising tool to help clinicians assess prognostic risk and TME for patients with TNBC.
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Affiliation(s)
- Xunxi Lu
- Department of Pathology, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Yue Wang
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, Shanghai, China
| | - Mengting He
- West China School of Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Zongchao Gou
- Department of Breast Surgery, Sichuan University West China Hospital, Chengdu, Sichuan, China
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12
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Calderaro J, Ghaffari Laleh N, Zeng Q, Maille P, Favre L, Pujals A, Klein C, Bazille C, Heij LR, Uguen A, Luedde T, Di Tommaso L, Beaufrère A, Chatain A, Gastineau D, Nguyen CT, Nguyen-Canh H, Thi KN, Gnemmi V, Graham RP, Charlotte F, Wendum D, Vij M, Allende DS, Aucejo F, Diaz A, Rivière B, Herrero A, Evert K, Calvisi DF, Augustin J, Leow WQ, Leung HHW, Boleslawski E, Rela M, François A, Cha AWH, Forner A, Reig M, Allaire M, Scatton O, Chatelain D, Boulagnon-Rombi C, Sturm N, Menahem B, Frouin E, Tougeron D, Tournigand C, Kempf E, Kim H, Ningarhari M, Michalak-Provost S, Gopal P, Brustia R, Vibert E, Schulze K, Rüther DF, Weidemann SA, Rhaiem R, Pawlotsky JM, Zhang X, Luciani A, Mulé S, Laurent A, Amaddeo G, Regnault H, De Martin E, Sempoux C, Navale P, Westerhoff M, Lo RCL, Bednarsch J, Gouw A, Guettier C, Lequoy M, Harada K, Sripongpun P, Wetwittayaklang P, Loménie N, Tantipisit J, Kaewdech A, Shen J, Paradis V, Caruso S, Kather JN. Deep learning-based phenotyping reclassifies combined hepatocellular-cholangiocarcinoma. Nat Commun 2023; 14:8290. [PMID: 38092727 PMCID: PMC10719304 DOI: 10.1038/s41467-023-43749-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Accepted: 11/17/2023] [Indexed: 12/17/2023] Open
Abstract
Primary liver cancer arises either from hepatocytic or biliary lineage cells, giving rise to hepatocellular carcinoma (HCC) or intrahepatic cholangiocarcinoma (ICCA). Combined hepatocellular- cholangiocarcinomas (cHCC-CCA) exhibit equivocal or mixed features of both, causing diagnostic uncertainty and difficulty in determining proper management. Here, we perform a comprehensive deep learning-based phenotyping of multiple cohorts of patients. We show that deep learning can reproduce the diagnosis of HCC vs. CCA with a high performance. We analyze a series of 405 cHCC-CCA patients and demonstrate that the model can reclassify the tumors as HCC or ICCA, and that the predictions are consistent with clinical outcomes, genetic alterations and in situ spatial gene expression profiling. This type of approach could improve treatment decisions and ultimately clinical outcome for patients with rare and biphenotypic cancers such as cHCC-CCA.
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Affiliation(s)
- Julien Calderaro
- Université Paris Est Créteil, INSERM, IMRB, F-94010, Créteil, France.
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France.
- Inserm, U955, Team 18, Créteil, France.
- European Reference Network (ERN) RARE-LIVER, Créteil, France.
| | - Narmin Ghaffari Laleh
- Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany
- Department of Medicine III, University Hospital RWTH Aachen, RWTH Aachen university, Aachen, Germany
| | - Qinghe Zeng
- Centre d'Histologie, d'Imagerie et de Cytométrie (CHIC), Centre de Recherche des Cordeliers, Paris, France
- Laboratoire d'Informatique Paris Descartes (LIPADE), Université Paris Cité, Paris, France
| | - Pascale Maille
- Université Paris Est Créteil, INSERM, IMRB, F-94010, Créteil, France
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France
- Inserm, U955, Team 18, Créteil, France
| | - Loetitia Favre
- Université Paris Est Créteil, INSERM, IMRB, F-94010, Créteil, France
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France
- Inserm, U955, Team 18, Créteil, France
| | - Anaïs Pujals
- Université Paris Est Créteil, INSERM, IMRB, F-94010, Créteil, France
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France
- Inserm, U955, Team 18, Créteil, France
| | - Christophe Klein
- Centre d'Histologie, d'Imagerie et de Cytométrie (CHIC), Centre de Recherche des Cordeliers, Paris, France
- INSERM, Sorbonne Université, Université Paris Cité, Paris, France
| | - Céline Bazille
- Caen University Hospital, Department of Pathology, Caen, France
| | - Lara R Heij
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
- Institute of Pathology, University Hospital RWTH Aachen, Aachen, Germany
| | - Arnaud Uguen
- CHRU Brest, Department of Pathology, Brest, 29220, France
- Univ Brest, Inserm, CHU de Brest, LBAI, UMR1227, Brest, France
| | - Tom Luedde
- Clinic for Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Luca Di Tommaso
- Department of Pathology, Humanitas University, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Aurélie Beaufrère
- Assistance Publique-Hôpitaux de Paris, Beaujon University Hospital, Department of Pathology, F-92110, Clichy, France
- Université de Paris, Inflammation Research Center, Inserm, U1149, CNRS, ERL8252, F-75018, Paris, France
| | | | | | - Cong Trung Nguyen
- Department of Pathology, E Hospital, Hanoi Medical University, Hanoi, Vietnam
| | - Hiep Nguyen-Canh
- Pathology Center, Bachmai Hospital, Hanoi, Vietnam
- Department of Human Pathology, Kanazawa University Graduate School of Medicine, Kanazawa, Japan
| | - Khuyen Nguyen Thi
- Pathology and Molecular biology Center, National Cancer Hospital, Hanoi, Vietnam
| | - Viviane Gnemmi
- University Lille, UMR9020-U1277, Cancer Heterogeneity Plasticity and Resistance to Therapies, Lille, France
- CHU Lille, Institute of Pathology, Lille, France
| | - Rondell P Graham
- Department of Laboratory Medicine and Pathology, Mayo Clinic Rochester, Rochester, MN, USA
| | - Frédéric Charlotte
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière University Hospital, Department of Pathology, Paris, France
| | - Dominique Wendum
- Assistance Publique-Hôpitaux de Paris, Saint-Antoine University Hospital, Department of Pathology, Paris, France
| | - Mukul Vij
- Department of Pathology, Dr Rela Institute and Medical Centre, Bharath Institute of Higher Education and Research, Chennai, India
| | - Daniela S Allende
- Department of Hepatobiliary Pathology, Cleveland Clinic Foundation, Cleveland, OH, USA
- Robert J. Tomsich Pathology & Laboratory Medicine Institute, Cleveland Clinic, 9500 Euclid Avenue, L25, Cleveland, OH, 44195, USA
| | - Federico Aucejo
- Department of Gastrointestinal and Hepatobiliary Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Alba Diaz
- Barcelona Clinic Liver Cancer (BCLC) Group, Department of Pathology, Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Benjamin Rivière
- Department of Pathology, Gui-de-Chauliac University Hospital, 80, avenue Augustin-Fliche, 34295, Montpellier, France
| | - Astrid Herrero
- Department of Digestive and Hepatobiliary Surgery, Gui-de-Chauliac University Hospital, 80, avenue Augustin-Fliche, 34295, Montpellier, France
| | - Katja Evert
- Institute of Pathology, University of Regensburg, Franz-Josef-Strauß-Allee 11, 93053, Regensburg, Germany
| | - Diego Francesco Calvisi
- Institute of Pathology, University of Regensburg, Franz-Josef-Strauß-Allee 11, 93053, Regensburg, Germany
| | - Jérémy Augustin
- Université Paris Est Créteil, INSERM, IMRB, F-94010, Créteil, France
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France
- Inserm, U955, Team 18, Créteil, France
| | - Wei Qiang Leow
- Department of Anatomical Pathology, Singapore General Hospital, Singapore, Singapore
| | - Howard Ho Wai Leung
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | | | - Mohamed Rela
- Dr Rela Institute and Medical Centre, Bharath Institute of Higher Education and Research, Chennai, India
| | - Arnaud François
- Rouen University Hospital, Department of Pathology, Rouen, France
| | - Anthony Wing-Hung Cha
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Alejandro Forner
- Barcelona Clinic Liver Cancer (BCLC), Liver Unit, Hospital Clinic of Barcelona, IDIBAPS, CIBEREHD, Universidad de Barcelona, Barcelona, Spain
| | - Maria Reig
- Barcelona Clinic Liver Cancer (BCLC), Liver Unit, Hospital Clinic of Barcelona, IDIBAPS, CIBEREHD, Universidad de Barcelona, Barcelona, Spain
| | - Manon Allaire
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière University Hospital, Department of Hepatology, Paris, France
| | - Olivier Scatton
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière University Hospital, Department of Digestive and Hepatobiliary Surgery, Paris, France
| | - Denis Chatelain
- Centre Hospitalier Universitaire d'Amiens, Département de Pathologie, Amiens, France
| | | | - Nathalie Sturm
- Department of Pathology, University Hospital, Grenoble, France
- Translational Innovation in Medicine and Complexity, Centre National de la Recherche Scientifique UMR5525, La Tronche, France
| | - Benjamin Menahem
- Caen University Hospital, Department of Digestive and Hepatobiliary Surgery, Caen, France
| | - Eric Frouin
- Poitiers University Hospital, Department of Pathology, Poitiers, France
- LITEC, Université de Poitiers, Poitiers, France
| | - David Tougeron
- Poitiers University Hospital, Department of Hepatogastroenterology and Oncology, Poitiers, France
| | - Christophe Tournigand
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Medical Oncology, Créteil, France
| | - Emmanuelle Kempf
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Medical Oncology, Créteil, France
| | - Haeryoung Kim
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | | | | | - Purva Gopal
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Raffaele Brustia
- Assistance Publique-Hôpitaux de Paris, Henri Mondor University Hospital, Department of Digestive and Hepatobiliary Surgery, Créteil, France
| | - Eric Vibert
- Assistance Publique-Hôpitaux de Paris, Paul Brousse University Hospital, Department of Digestive and Hepatobiliary Surgery, Paris, France
| | - Kornelius Schulze
- Department of Internal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Darius F Rüther
- Department of Internal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Sören A Weidemann
- Department of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Rami Rhaiem
- Reims University Hospital, Department of Digestive and Hepatobiliary Surgery, Reims, France
| | - Jean-Michel Pawlotsky
- Université Paris Est Créteil, INSERM, IMRB, F-94010, Créteil, France
- Inserm, U955, Team 18, Créteil, France
- Assistance Publique-Hôpitaux de Paris, Paul Brousse University Hospital, Department of Digestive and Hepatobiliary Surgery, Paris, France
| | - Xuchen Zhang
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Alain Luciani
- Assistance Publique-Hôpitaux de Paris, Henri Mondor University Hospital, Department of Medical Imaging, Créteil, France
| | - Sébastien Mulé
- Assistance Publique-Hôpitaux de Paris, Henri Mondor University Hospital, Department of Medical Imaging, Créteil, France
| | - Alexis Laurent
- Assistance Publique-Hôpitaux de Paris, Henri Mondor University Hospital, Department of Digestive and Hepatobiliary Surgery, Créteil, France
| | - Giuliana Amaddeo
- Assistance Publique-Hôpitaux de Paris, Henri Mondor University Hospital, Department of Hepatology, Créteil, France
| | - Hélène Regnault
- Assistance Publique-Hôpitaux de Paris, Henri Mondor University Hospital, Department of Hepatology, Créteil, France
| | - Eleonora De Martin
- Assistance Publique-Hôpitaux de Paris, Paul Brousse University Hospital, Department of Hepatology, Paris, France
| | - Christine Sempoux
- Institute of Pathology, Lausanne University Hospital (CHUV), University of Lausanne (UNIL), Lausanne, Switzerland
| | - Pooja Navale
- Department of Pathology and Immunology, Washington University in St. Louis, St. Louis, MO, 63110, USA
| | - Maria Westerhoff
- Department of Pathology University of Michigan, Ann Arbor, MI, USA
| | - Regina Cheuk-Lam Lo
- Department of Pathology, The University of Hong Kong, Pok Fu Lam, Hong Kong, China
- State Key Laboratory of Liver Research, (The University of Hong Kong), Pok Fu Lam, Hong Kong, China
| | - Jan Bednarsch
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
| | - Annette Gouw
- Department of Pathology and Medical Biology, University Medical Center Groningen, Groningen, the Netherlands
| | - Catherine Guettier
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany
- Department of Pathology and Medical Biology, University Medical Center Groningen, Groningen, the Netherlands
- Assistance Publique-Hôpitaux de Paris, Paul Brousse University Hospital, Department of Pathology, Villejuif, France
| | - Marie Lequoy
- Assistance Publique-Hôpitaux de Paris, Saint Antoine University Hospital, Department of Hepatology, Paris, France
| | - Kenichi Harada
- Department of Human Pathology, Kanazawa University Graduate School of Medicine, Kanazawa, Japan
| | - Pimsiri Sripongpun
- Gastroenterology and Hepatology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
| | | | - Nicolas Loménie
- Laboratoire d'Informatique Paris Descartes (LIPADE), Université Paris Cité, Paris, France
| | - Jarukit Tantipisit
- Prince of Songkla University, Department of Pathology, Hat Yai, Thailand
| | - Apichat Kaewdech
- Gastroenterology and Hepatology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
| | - Jeanne Shen
- Center for Artificial Intelligence in Medicine and Imaging, Stanford University, 1701 Page Mill Road, Palo Alto, CA, 94304, USA
- Department of Pathology, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, 94305, USA
| | - Valérie Paradis
- Assistance Publique-Hôpitaux de Paris, Beaujon University Hospital, Department of Pathology, F-92110, Clichy, France
- Université de Paris, Inflammation Research Center, Inserm, U1149, CNRS, ERL8252, F-75018, Paris, France
| | - Stefano Caruso
- Université Paris Est Créteil, INSERM, IMRB, F-94010, Créteil, France
- Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France
- Inserm, U955, Team 18, Créteil, France
| | - Jakob Nikolas Kather
- Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany.
- Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany.
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13
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Pinter M, Scheiner B, Pinato DJ. Immune checkpoint inhibitors in hepatocellular carcinoma: emerging challenges in clinical practice. Lancet Gastroenterol Hepatol 2023; 8:760-770. [PMID: 37327807 DOI: 10.1016/s2468-1253(23)00147-4] [Citation(s) in RCA: 28] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 04/13/2023] [Accepted: 04/25/2023] [Indexed: 06/18/2023]
Abstract
Systemic therapy for advanced hepatocellular carcinoma has expanded at an unprecedented pace over the past 5 years. After tyrosine kinase inhibitors dominated the field for more than a decade, immune checkpoint inhibitor (ICI)-based therapies have become the main component in systemic first-line treatment of this cancer. Delivery of immunotherapy in routine clinical practice recognises several challenges. In this Viewpoint, we discuss the major gaps in knowledge around the role of ICI-based therapies in patients with Child-Pugh class B. We discuss the challenges in individuals with rare histological subtypes of primary liver cancer, including combined hepatocellular-cholangiocarcinoma, fibrolamellar hepatocellular carcinoma, and sarcomatoid hepatocellular carcinoma. We also review data on ICI rechallenge in patients previously treated with ICIs, and discuss atypical patterns of progression related to immunotherapy (ie, hyperprogressive disease and pseudoprogression).
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Affiliation(s)
- Matthias Pinter
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Liver Cancer (HCC) Study Group Vienna, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.
| | - Bernhard Scheiner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Liver Cancer (HCC) Study Group Vienna, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - David J Pinato
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK; Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
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Satake T, Shibuki T, Watanabe K, Sasaki M, Imaoka H, Mitsunaga S, Kojima M, Ikeda M. Case Report: Atezolizumab plus bevacizumab for combined hepatocellular-cholangiocarcinoma. Front Oncol 2023; 13:1234113. [PMID: 37546425 PMCID: PMC10401838 DOI: 10.3389/fonc.2023.1234113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Accepted: 06/27/2023] [Indexed: 08/08/2023] Open
Abstract
Combined hepatocellular cholangiocarcinoma (cHCC-CCA) is a rare subtype of primary liver cancers. Therapeutic strategies for patients with cHCC-CCA are limited, and no standard systemic treatment has been established for unresectable cHCC-CCA. Here, we present six cases of cHCC-CCA treated with atezolizumab plus bevacizumab. We observed three partial responses and one stable disease as the best responses; two of these patients were still being treated with atezolizumab plus bevacizumab at the time of reporting (at least five months of treatment), whereas the remaining two patients were unable to continue treatment owing to adverse events. Atezolizumab plus bevacizumab may be an effective treatment for unresectable cHCC-CCA.
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Affiliation(s)
- Tomoyuki Satake
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Taro Shibuki
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Kazuo Watanabe
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Mitsuhito Sasaki
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Hiroshi Imaoka
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Shuichi Mitsunaga
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Motohiro Kojima
- Division of Pathology, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center Hospital East, Kashiwa, Japan
| | - Masafumi Ikeda
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, Kashiwa, Japan
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15
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Pomej K, Balcar L, Shmanko K, Welland S, Himmelsbach V, Scheiner B, Mahyera A, Mozayani B, Trauner M, Finkelmeier F, Weinmann A, Vogel A, Pinter M. Clinical characteristics and outcome of patients with combined hepatocellular-cholangiocarcinoma-a European multicenter cohort. ESMO Open 2023; 8:100783. [PMID: 36753993 PMCID: PMC10024130 DOI: 10.1016/j.esmoop.2023.100783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 12/16/2022] [Accepted: 01/03/2023] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND There is no clear consensus on the optimal systemic treatment regimen in combined hepatocellular-cholangiocarcinoma (cHCC-CCA) patients. We describe clinical characteristics and outcome of cHCC-CCA patients, with a special focus on patients receiving palliative systemic therapy, including immune checkpoint inhibitors (ICIs). METHODS In this European retrospective, multicenter study, patients with histologically proven cHCC-CCA treated at four institutions between April 2003 and June 2022 were included. In patients receiving palliative systemic therapy, outcome was compared between cytotoxic chemotherapy (CHT)- and non-cytotoxic CHT (nCHT)-treated patients. RESULTS Of 101 patients, the majority were male (n = 70, 69%) with a mean age of 64.6 ± 10.6 years. Only type of first-line treatment was independently associated with overall survival (OS). Palliative systemic therapy was administered to 44 (44%) patients. Of those, 25 (57%) patients received CHT and 19 (43%) had nCHT (n = 16 of them sorafenib) in systemic first line. Although there was no significant difference in overall response rate (ORR; CHT versus nCHT: 8% versus 5%), disease control rate (24% versus 21%), and median progression-free survival {3.0 months [95% confidence interval (CI) 1.4-4.6 months] versus 3.2 months (95% CI 2.8-3.6 months), P = 0.725}, there was a trend towards longer median OS in the CHT group [15.5 months (95% CI 8.0-23.0 months) versus 5.3 months (95% CI 0-12.5 months), P = 0.052]. However, in multivariable analysis, type of first-line regimen (CHT versus sorafenib) was not associated with OS. ORR in patients receiving ICIs (n = 7) was 29%. CONCLUSIONS In patients with cHCC-CCA, OS, progression-free survival, ORR, and disease control rate were not significantly different between individuals receiving CHT and patients receiving nCHT. Immunotherapy may be effective in a subset of patients. Prospective studies are needed to identify optimal systemic treatment regimens in cHCC-CCA.
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Affiliation(s)
- K Pomej
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna; Liver Cancer (HCC) Study Group Vienna, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - L Balcar
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna; Liver Cancer (HCC) Study Group Vienna, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - K Shmanko
- Department of Internal Medicine I, University Medical Center of the Johannes Gutenberg University Mainz, Mainz
| | - S Welland
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover
| | - V Himmelsbach
- Department of Gastroenterology, Hepatology and Endocrinology, University Hospital Frankfurt, Frankfurt/Main, Germany
| | - B Scheiner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna; Liver Cancer (HCC) Study Group Vienna, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Division of Cancer, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - A Mahyera
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna; Liver Cancer (HCC) Study Group Vienna, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - B Mozayani
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | - M Trauner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna
| | - F Finkelmeier
- Department of Gastroenterology, Hepatology and Endocrinology, University Hospital Frankfurt, Frankfurt/Main, Germany
| | - A Weinmann
- Department of Internal Medicine I, University Medical Center of the Johannes Gutenberg University Mainz, Mainz
| | - A Vogel
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover
| | - M Pinter
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna; Liver Cancer (HCC) Study Group Vienna, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.
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16
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Whole-Transcriptome Sequencing Combined with High-Dimensional Proteomic Technologies Reveals the Potential Value of miR-135b-5p as a Biomarker for Hepatocellular Carcinoma. BIOMED RESEARCH INTERNATIONAL 2023; 2023:6517963. [PMID: 36755690 PMCID: PMC9902149 DOI: 10.1155/2023/6517963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 11/26/2022] [Accepted: 11/29/2022] [Indexed: 01/31/2023]
Abstract
Purpose Hepatocellular carcinoma (HCC) is a disease with great heterogeneity and a high mortality rate. It is crucial to identify reliable biomarkers for diagnosis, prognosis, and treatment to improve clinical outcomes in patients with HCC. Alpha-fetoprotein (AFP) is not only a widely used biomarker in clinical practice but also plays a complicated role in HCC, and it has recently been considered to be related to immunotherapy. MicroRNAs (miRNAs) are regarded as key regulators and promising biomarkers of HCC. We investigated the role of an AFP-related miRNA, miR-135b-5p, in HCC progression. Methods Identification of miR-135b-5p was performed based on a cohort of 65 HCC cases and the liver hepatocellular carcinoma cohort of The Cancer Genome Atlas (Asian people only). A combination of whole-transcriptome sequencing and high-dimensional proteomic technologies was used to study the role of miR-135b-5p in HCC. Results Upregulation of miR-135b-5p was detected in patients with HCC with high serum AFP levels (AFP > 400 ng/ml). Elevated miR-135b-5p expression was associated with adverse prognosis. We also identified the relevance between high miR-135b-5p expression and tumor-related pathological characteristics, such as Edmondson grade and vascular invasion. We revealed tyrosine kinase nonreceptor 1 as a potential target of miR-135b-5p. Additionally, the transcriptional start site of miR-135b-5p had potential binding sites for SRY-box transcription factor 9, and the stemness properties of tumor cells were more remarkable in HCC with the upregulation of miR-135b-5p. The molecular characterization of the miR-135b-5p-high group was similar to that of the HCC subclasses containing moderately and poorly differentiated tumors. Finally, gene signatures associated with improved clinical outcomes in immune checkpoint inhibitor therapy were upregulated in the miR-135b-5p-high group. Conclusion miR-135b-5p could be a biomarker for predicting the prognosis and antiprogrammed cell death protein 1 monotherapy response in HCC.
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Sapuppo E, Brunetti O, Tessitore D, Brandi G, Di Giovanni N, Fadda G, Luchini C, Martini M, Quaresmini D, Russo A, Santarpia M, Scarpa A, Scartozzi M, Tuccari G, Franchina T, Silvestris N. Rare histotypes of epithelial biliary tract tumors: A literature review. Crit Rev Oncol Hematol 2023; 181:103892. [PMID: 36481306 DOI: 10.1016/j.critrevonc.2022.103892] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 11/21/2022] [Accepted: 12/01/2022] [Indexed: 12/12/2022] Open
Abstract
Adenocarcinoma represents the most frequent biliary tract cancer. However, other rare histotypes can be found in the biliary tract, such as cholangiolocellular carcinoma, cholangiocarcinoma with ductal plate malformation pattern, adenosquamous carcinoma, mucinous carcinoma, signet ring cell carcinoma, clear cell carcinoma, mucoepidermoid carcinoma, lymphoepithelioma-like carcinoma, and sarcomatous cholangiocarcinoma. These cancer types account for less than 10 % of all the already rare biliary tract tumors. Yet, they represent a relevant issue in everyday clinical practice, given the lack of therapeutic recommendations and the overall scarcity of data, mainly deriving from isolated small center-specific cohorts of patients.The shifts of such histotypes from the most common ones reflect genetic and molecular differences, determine changes in clinical aggressiveness, and suggest a possible variability in sensitivity to the standard treatments of biliary adenocarcinomas. The consistency and degree of these variables are still to be solidly demonstrated and investigated. Therefore, this paper aims to review the current literature concerning very infrequent and rare epithelial biliary tract cancers, focusing our attention on the clinical, molecular, and immunohistochemical features of these tumors.
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Affiliation(s)
- Elena Sapuppo
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, Messina, Italy
| | - Oronzo Brunetti
- Medical Oncology Unit-IRCCS Istituto Tumori "Giovanni Paolo II" of Bari, 70124 Bari, Italy
| | - Dalila Tessitore
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, Messina, Italy
| | - Giovanni Brandi
- Haematological and Oncological Institute, Department of Experimental, Diagnostic and Specialty Medicine, St. Orsola-Malpighi Hospital, University of Bologna, Bologna, Italy
| | - Nicola Di Giovanni
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, Messina, Italy
| | - Guido Fadda
- Department of Human Pathology in Adult and Developmental Age "Gaetano Barresi", Section of Pathology, University of Messina, Messina, Italy
| | - Claudio Luchini
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy; ARC-Net Research Center, University and Hospital Trust of Verona, Verona, Italy
| | - Maurizio Martini
- Department of Human Pathology in Adult and Developmental Age "Gaetano Barresi", Section of Pathology, University of Messina, Messina, Italy
| | - Davide Quaresmini
- Medical Oncology Unit-IRCCS Istituto Tumori "Giovanni Paolo II" of Bari, 70124 Bari, Italy
| | - Antonio Russo
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - Mariacarmela Santarpia
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, Messina, Italy
| | - Aldo Scarpa
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy; ARC-Net Research Center, University and Hospital Trust of Verona, Verona, Italy
| | - Mario Scartozzi
- Azienda Ospedaliera Universitaria (AOU) Cagliari, University Hospital and University of Cagliari, Cagliari, Italy
| | - Giovanni Tuccari
- Department of Human Pathology in Adult and Developmental Age "Gaetano Barresi", Section of Pathology, University of Messina, Messina, Italy
| | - Tindara Franchina
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, Messina, Italy
| | - Nicola Silvestris
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, Messina, Italy.
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18
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Lin P, Wen DY, Pang JS, Liao W, Chen YJ, He Y, Yang H. Proteomics profiling of nontumor liver tissues identifies prognostic biomarkers in hepatitis B-related hepatocellular carcinoma. J Med Virol 2023; 95:e27732. [PMID: 35315116 DOI: 10.1002/jmv.27732] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Revised: 03/07/2022] [Accepted: 03/19/2022] [Indexed: 01/27/2023]
Abstract
Hepatocellular carcinoma (HCC) often occurs following chronic hepatitis B virus (HBV) infection, leading to high recurrence and a low 5-year survival rate. We developed an overall survival (OS) prediction model based on protein expression profiles in HBV-infected nontumor liver tissues. We aimed to demonstrate the feasibility of using protein expression profiles in nontumor liver tissues for survival prediction. A univariate Cox and differential expression analysis were performed to identify candidate prognostic factors. A multivariate Cox analysis was performed to develop the liver gene prognostic index (LGPI). The survival differences between the different risk groups in the training and validation cohorts were also estimated. A total of 363 patients, 159 in the training cohort, and 204 in the validation cohort were included. Of the 6478 proteins extracted from nontumor liver tissues, we identified 1275 proteins altered between HCC and nontumor liver tissues. A total of 1090 out of 6478 proteins were significantly related to OS. The prognostic values of the proteins in nontumor tissues were mostly positively related to those in the tumor tissues. Protective proteins were mainly enriched in the metabolism-related pathways. From the differentially expressed proteins, the top 10 most significant prognosis-related proteins were submitted for LGPI construction. In the training and validation cohorts, this LGPI showed a great ability for distinguishing patients' OS risk stratifications. After adjusting for clinicopathological features, the LGPI was an independent prognostic factor in the training and validation cohorts. We demonstrated the prognostic value of protein expression profiling in nontumor liver tissues. The proposed LGPI was a promising predictive model for estimating OS in HBV-related HCC.
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Affiliation(s)
- Peng Lin
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Dong-Yue Wen
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jin-Shu Pang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Wei Liao
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yu-Ji Chen
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yun He
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Hong Yang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
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Li H, Zhang Y, Xu Y, Huang Z, Cheng G, Xie M, Zhou Z, Yu Y, Xi W, Fan Y. Tumor immune microenvironment and immunotherapy efficacy in BRAF mutation non-small-cell lung cancer. Cell Death Dis 2022; 13:1064. [PMID: 36543792 PMCID: PMC9772302 DOI: 10.1038/s41419-022-05510-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 12/07/2022] [Accepted: 12/09/2022] [Indexed: 12/24/2022]
Abstract
Previous small-size studies reported BRAF-mutated NSCLC patients have comparable sensitivity to immune checkpoint inhibitors (ICIs). However, how BRAF mutation affects the tumor immune microenvironment (TIME) is unknown. We performed Nanostring-panel RNA sequencing to evaluate TIME in 57 BRAF mutated and wild-type (WT) NSCLC specimens (cohort A). The efficacy of ICI monotherapy or combined therapies was determined in 417 patients with WT and BRAF mutated NSCLC (cohort B). We found that BRAF-mutant tumors had similar ratios of CD8+ T cells to Tregs, the balance of cytotoxicity gene expression signatures and immune suppressive features, and similar ICI-response-related biomarkers to WT NSCLC. A similar TIME pattern was observed between the BRAF V600E and Non-V600E subgroups of NSCLC. The further retrospective study confirmed that treatment with ICI monotherapy or combined therapies resulted in similar overall survival (OS) (HR: 0.85; 95% CI, 0.56 to 1.30; p = 0.47) and progress-free survival (PFS) (HR: 1.02; 95% CI, 0.72 to 1.44; p = 0.91) of patients with WT (n = 358) and BRAF mutant (n = 59) NSCLC. Similarly, both patients with BRAF V600E or Non-V600E NSCLC had similar responses to immunotherapy. Our findings support that BRAF mutation did not modulate TIME in NSCLC and therapeutic responses to ICIs. Patients with NSCLC harboring BRAF mutation should not be denied treatment with ICIs.
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Affiliation(s)
- Hui Li
- grid.9227.e0000000119573309Department of Medical Oncology, the Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital); Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022 China
| | - Yongchang Zhang
- grid.216417.70000 0001 0379 7164Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan 410022 China
| | - Yanjun Xu
- grid.9227.e0000000119573309Department of Medical Oncology, the Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital); Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022 China
| | - Zhiyu Huang
- grid.9227.e0000000119573309Department of Medical Oncology, the Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital); Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022 China
| | - Guoping Cheng
- grid.9227.e0000000119573309Department of Pathology, the Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital); Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022 China
| | - Mingyin Xie
- grid.9227.e0000000119573309Department of Medical Oncology, the Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital); Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022 China
| | - Zichao Zhou
- grid.9227.e0000000119573309Department of Medical Oncology, the Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital); Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022 China
| | - Yangyang Yu
- grid.495450.90000 0004 0632 5172The State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing, Jiangsu 210042 China
| | - Wenjing Xi
- grid.495450.90000 0004 0632 5172The State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing, Jiangsu 210042 China
| | - Yun Fan
- grid.9227.e0000000119573309Department of Medical Oncology, the Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital); Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022 China
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20
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Immunosuppressive role of SPP1-CD44 in the tumor microenvironment of intrahepatic cholangiocarcinoma assessed by single-cell RNA sequencing. J Cancer Res Clin Oncol 2022:10.1007/s00432-022-04498-w. [PMID: 36469154 DOI: 10.1007/s00432-022-04498-w] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 11/24/2022] [Indexed: 12/11/2022]
Abstract
PURPOSE To demonstrate the biological function of Secreted Phosphoprotein 1(SPP1) and its immune suppressive role in the progression intrahepatic cholangiocarcinoma (ICC). METHODS We collected 62,770 cells' published transcriptome data of nine patients whose paired adjacent liver and tumor tissues were both available. We applied differential gene expression analysis to screen potential ICC marker genes, survival analysis to verify the prognostic value of SPP1, and correlation analysis to decipher factors that are related to SPP1 expression. The CellChat was used to distinguish interactions between cancer and T cells. CytoSig was applied to query cytokines that modulate CD44. Further, we established a proliferation score and correlated the score with inhibitory signals to determine the proliferation-suppressive function of SPP1-CD44. RESULTS SPP1 expression is significantly upregulated in tumoral epitheliums, and patients with higher SPP1 expression have worse survival (P < 0.05). Tumor cells communicate with T cells via SPP1-CD44 interactions. The average expression of SPP1 in malignant cells (SPP1m) and CD44 in T cells (CD44t) is moderately negatively correlated with T cell proliferation score. Immunosuppressive cytokine TGFβ-3 identified as an inducer of CD44 and was significantly negatively correlated with proliferation score (R = - 0.88, P < 0.01), and the negative correlation was aggravated in samples with high CD44 expression. CONCLUSION SPP1 is a prognostic marker of ICC and is associated with the genome heterogeneity. SPP1-CD44 hinders sustained proliferation of T cells, but immunosuppressive T cells in the tumor microenvironment may evade this inhibition by reducing CD44 expression.
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Chung A, Nasralla D, Quaglia A. Understanding the Immunoenvironment of Primary Liver Cancer: A Histopathology Perspective. J Hepatocell Carcinoma 2022; 9:1149-1169. [PMID: 36349146 PMCID: PMC9637345 DOI: 10.2147/jhc.s382310] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 09/01/2022] [Indexed: 11/26/2022] Open
Abstract
One of the most common cancers worldwide, primary liver cancer remains a major cause of cancer-related mortality. Hepatocellular carcinoma and cholangiocarcinoma represent the majority of primary liver cancer cases. Despite advances in the development of novel anti-cancer therapies that exploit targets within the immune system, survival rates from liver cancer remain poor. Furthermore, responses to immunotherapies, such as immune checkpoint inhibitors, have revealed limited and variable responses amongst patients with hepatocellular carcinoma, although combination immunotherapies have shown recent breakthroughs in clinical trials. This has shifted the focus towards improving our understanding of the underlying immune and molecular characteristics of liver tumours that may influence their response to immune-modulating treatments. In this review, we outline the complex interactions that occur in the tumour microenvironment of hepatocellular carcinoma and cholangiocarcinoma, respectively, from a histopathological perspective. We explore the potential role of a classification system based on immune-specific characteristics within each cancer type, the importance of understanding inter- and intra-tumoural heterogeneity and consider the future role of histopathology and novel technologies within this field.
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Affiliation(s)
- Annabelle Chung
- Department of Cellular Pathology, Royal Free Hospital, London, UK
| | - David Nasralla
- Department of Hepato-Pancreato-Biliary Surgery, Royal Free Hospital, London, UK
| | - Alberto Quaglia
- Department of Cellular Pathology, Royal Free Hospital, London, UK
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22
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MTFR2 shapes a barrier of immune microenvironment in hepatocellular carcinoma. iScience 2022; 26:105095. [PMID: 36713263 PMCID: PMC9881049 DOI: 10.1016/j.isci.2022.105095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 05/31/2022] [Accepted: 09/04/2022] [Indexed: 02/01/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is a leading cause of cancer-related death in the world. Mitochondrial fission regulator 2 (MTFR2) is involved in the development of various cancers. However, the roles of MTFR2 in HCC remain unknown. In this study, we conducted a comprehensive analysis of MTFR2 in HCC, which was generated from integrative MTFR2 analyses of eight HCC cell lines, and three datasets (public dataset, real-world dataset, and immunotherapy dataset) derived from bulk HCC tissues, survival, and immunotherapy data. We demonstrated that the expression level of MTFR2 is upregulated in HCC, leading to poor prognosis. MTFR2 is positively correlated with the level of immune cell infiltration, multiple immune checkpoints and immunotherapy response prediction pathways, and acts as an important role in cancer-immunity cycle. In conclusion, our work indicates that MTFR2 can shape a barrier of immune microenvironment and result in poor prognosis in hepatocellular carcinoma, but the immune barrier may be broken by immunotherapy.
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Etiology, Pathogenesis, Diagnosis, and Practical Implications of Hepatocellular Neoplasms. Cancers (Basel) 2022; 14:cancers14153670. [PMID: 35954333 PMCID: PMC9367411 DOI: 10.3390/cancers14153670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 07/18/2022] [Accepted: 07/25/2022] [Indexed: 11/16/2022] Open
Abstract
Hepatocellular carcinoma (HCC), a major global contributor of cancer death, usually arises in a background of chronic liver disease, as a result of molecular changes that deregulate important signal transduction pathways. Recent studies have shown that certain molecular changes of hepatocarcinogenesis are associated with clinicopathologic features and prognosis, suggesting that subclassification of HCC is practically useful. On the other hand, subclassification of hepatocellular adenomas (HCAs), a heterogenous group of neoplasms, has been well established on the basis of genotype–phenotype correlations. Histologic examination, aided by immunohistochemistry, is the gold standard for the diagnosis and subclassification of HCA and HCC, while clinicopathologic correlation is essential for best patient management. Advances in clinico-radio-pathologic correlation have introduced a new approach for the diagnostic assessment of lesions arising in advanced chronic liver disease by imaging (LI-RADS). The rapid expansion of knowledge concerning the molecular pathogenesis of HCC is now starting to produce new therapeutic approaches through precision oncology. This review summarizes the etiology and pathogenesis of HCA and HCC, provides practical information for their histologic diagnosis (including an algorithmic approach), and addresses a variety of frequently asked questions regarding the diagnosis and practical implications of these neoplasms.
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Chen R, Zheng D, Li Q, Xu S, Ye C, Jiang Q, Yan F, Jia Y, Zhang X, Ruan J. Immunotherapy of cholangiocarcinoma: Therapeutic strategies and predictive biomarkers. Cancer Lett 2022; 546:215853. [DOI: 10.1016/j.canlet.2022.215853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 07/27/2022] [Accepted: 07/28/2022] [Indexed: 11/02/2022]
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Tan X, Bednarsch J, Rosin M, Appinger S, Liu D, Wiltberger G, Garcia Vallejo J, Lang SA, Czigany Z, Boroojerdi S, Gaisa NT, Boor P, Bülow RD, De Vos-Geelen J, Valkenburg-van Iersel L, Clahsen-van Groningen MC, de Jong EJM, Groot Koerkamp B, Doukas M, Rocha FG, Luedde T, Klinge U, Sivakumar S, Neumann UP, Heij LR. PD-1+ T-Cells Correlate with Nerve Fiber Density as a Prognostic Biomarker in Patients with Resected Perihilar Cholangiocarcinoma. Cancers (Basel) 2022; 14:cancers14092190. [PMID: 35565318 PMCID: PMC9103905 DOI: 10.3390/cancers14092190] [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: 03/30/2022] [Revised: 04/15/2022] [Accepted: 04/19/2022] [Indexed: 12/10/2022] Open
Abstract
Simple Summary Recent studies have identified Nerve Fiber Density (NFD) as a prognostic biomarker for Cholangiocarcinoma (CCA). In the field of CCA treatment with checkpoint inhibitors (ICI) is increasing but not all patients respond. Good biomarkers to predict response to ICI are lacking. The present study investigates the immune cell composition and expression of checkpoint molecules in relation to NFD in perihilar cholangiocarcinoma (pCCA) patients. Our study identified NFD to correlate with PD-1+ T cells as a biomarker indicative for a good prognosis. Abstract Background and Aims: Perihilar cholangiocarcinoma (pCCA) is a hepatobiliary malignancy, with a dismal prognosis. Nerve fiber density (NFD)—a novel prognostic biomarker—describes the density of small nerve fibers without cancer invasion and is categorized into high numbers and low numbers of small nerve fibers (high vs low NFD). NFD is different than perineural invasion (PNI), defined as nerve fiber trunks invaded by cancer cells. Here, we aim to explore differences in immune cell populations and survival between high and low NFD patients. Approach and Results: We applied multiplex immunofluorescence (mIF) on 47 pCCA patients and investigated immune cell composition in the tumor microenvironment (TME) of high and low NFD. Group comparison and oncological outcome analysis was performed. CD8+PD-1 expression was higher in the high NFD than in the low NFD group (12.24 × 10−6 vs. 1.38 × 10−6 positive cells by overall cell count, p = 0.017). High CD8+PD-1 expression was further identified as an independent predictor of overall (OS; Hazard ratio (HR) = 0.41; p = 0.031) and recurrence-free survival (RFS; HR = 0.40; p = 0.039). Correspondingly, the median OS was 83 months (95% confidence interval (CI): 18–48) in patients with high CD8+PD-1+ expression compared to 19 months (95% CI: 5–93) in patients with low CD8+PD-1+ expression (p = 0.018 log rank). Furthermore, RFS was significantly lower in patients with low CD8+PD-1+ expression (14 months (95% CI: 6–22)) compared to patients with high CD8+PD-1+ expression (83 months (95% CI: 17–149), p = 0.018 log rank). Conclusions: PD-1+ T-cells correlate with high NFD as a prognostic biomarker and predict good survival; the biological pathway needs to be investigated.
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Affiliation(s)
- Xiuxiang Tan
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (X.T.); (J.B.); (M.R.); (S.A.); (D.L.); (G.W.); (S.A.L.); (Z.C.); (S.B.); (U.K.); (U.P.N.)
- NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University, 6229 HX Maastricht, The Netherlands
| | - Jan Bednarsch
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (X.T.); (J.B.); (M.R.); (S.A.); (D.L.); (G.W.); (S.A.L.); (Z.C.); (S.B.); (U.K.); (U.P.N.)
| | - Mika Rosin
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (X.T.); (J.B.); (M.R.); (S.A.); (D.L.); (G.W.); (S.A.L.); (Z.C.); (S.B.); (U.K.); (U.P.N.)
| | - Simone Appinger
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (X.T.); (J.B.); (M.R.); (S.A.); (D.L.); (G.W.); (S.A.L.); (Z.C.); (S.B.); (U.K.); (U.P.N.)
| | - Dong Liu
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (X.T.); (J.B.); (M.R.); (S.A.); (D.L.); (G.W.); (S.A.L.); (Z.C.); (S.B.); (U.K.); (U.P.N.)
| | - Georg Wiltberger
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (X.T.); (J.B.); (M.R.); (S.A.); (D.L.); (G.W.); (S.A.L.); (Z.C.); (S.B.); (U.K.); (U.P.N.)
| | - Juan Garcia Vallejo
- Department of Molecular Cell Biology and Immunology, VU University Medical Center, 1081 HV Amsterdam, The Netherlands;
| | - Sven Arke Lang
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (X.T.); (J.B.); (M.R.); (S.A.); (D.L.); (G.W.); (S.A.L.); (Z.C.); (S.B.); (U.K.); (U.P.N.)
| | - Zoltan Czigany
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (X.T.); (J.B.); (M.R.); (S.A.); (D.L.); (G.W.); (S.A.L.); (Z.C.); (S.B.); (U.K.); (U.P.N.)
| | - Shiva Boroojerdi
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (X.T.); (J.B.); (M.R.); (S.A.); (D.L.); (G.W.); (S.A.L.); (Z.C.); (S.B.); (U.K.); (U.P.N.)
| | - Nadine T. Gaisa
- Institute of Pathology, University Hospital RWTH Aachen, 52074 Aachen, Germany; (N.T.G.); (P.B.); (R.D.B.)
| | - Peter Boor
- Institute of Pathology, University Hospital RWTH Aachen, 52074 Aachen, Germany; (N.T.G.); (P.B.); (R.D.B.)
| | - Roman David Bülow
- Institute of Pathology, University Hospital RWTH Aachen, 52074 Aachen, Germany; (N.T.G.); (P.B.); (R.D.B.)
| | - Judith De Vos-Geelen
- Department of Internal Medicine, Division of Medical Oncology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, 6200 MD Maastricht, The Netherlands; (J.D.V.-G.); (L.V.-v.I.); (E.J.M.d.J.)
| | - Liselot Valkenburg-van Iersel
- Department of Internal Medicine, Division of Medical Oncology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, 6200 MD Maastricht, The Netherlands; (J.D.V.-G.); (L.V.-v.I.); (E.J.M.d.J.)
| | | | - Evelien J. M. de Jong
- Department of Internal Medicine, Division of Medical Oncology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, 6200 MD Maastricht, The Netherlands; (J.D.V.-G.); (L.V.-v.I.); (E.J.M.d.J.)
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands;
| | - Michail Doukas
- Department of Pathology, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands; (M.C.C.-v.G.); (M.D.)
| | - Flavio G. Rocha
- Division of Surgical Oncology, Knight Cancer Institute, Oregon Health and Science University, Portland, OR 97239, USA;
| | - Tom Luedde
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Duesseldorf, 40225 Düsseldorf, Germany;
| | - Uwe Klinge
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (X.T.); (J.B.); (M.R.); (S.A.); (D.L.); (G.W.); (S.A.L.); (Z.C.); (S.B.); (U.K.); (U.P.N.)
| | - Shivan Sivakumar
- Kennedy Institute of Rheumatology, University of Oxford, Oxford OX3 7FY, UK;
- Department of Oncology, University of Oxford, Oxford OX3 7DQ, UK
| | - Ulf Peter Neumann
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (X.T.); (J.B.); (M.R.); (S.A.); (D.L.); (G.W.); (S.A.L.); (Z.C.); (S.B.); (U.K.); (U.P.N.)
- Department of Surgery, Maastricht University Medical Centre (MUMC), 6229 HX Maastricht, The Netherlands
| | - Lara Rosaline Heij
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (X.T.); (J.B.); (M.R.); (S.A.); (D.L.); (G.W.); (S.A.L.); (Z.C.); (S.B.); (U.K.); (U.P.N.)
- NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University, 6229 HX Maastricht, The Netherlands
- Institute of Pathology, University Hospital RWTH Aachen, 52074 Aachen, Germany; (N.T.G.); (P.B.); (R.D.B.)
- Department of Pathology, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands; (M.C.C.-v.G.); (M.D.)
- Correspondence:
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