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Ngamsangiam W, Techa-ay S, Sa-ngiamwibool P, Watcharadetwittaya S, Deenonpoe R, Techasen A, Sridakhun N, Padthaisong S, Thanee M. Distinct chromosome abnormality patterns for differential diagnosis of hepatocellular carcinoma and cholangiocarcinoma. PLoS One 2025; 20:e0322408. [PMID: 40354349 PMCID: PMC12068623 DOI: 10.1371/journal.pone.0322408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Accepted: 03/20/2025] [Indexed: 05/14/2025] Open
Abstract
Hepatocellular carcinoma (HCC) and cholangiocarcinoma (CCA) are primary liver cancers with overlapping histopathological features, making accurate diagnosis challenging. This study aimed to identify chromosomal abnormalities that could aid in differentiating these cancers using chromosome microarray analysis (CMA). We analyzed ten frozen tumor tissues each of HCC and CCA, identifying distinct patterns of chromosomal gains and losses. HCC exhibited gains in regions 1p36.32, 1q23.3-q24.1, 3q21.3, 4p16.1, 5q31.1, and 11p15.5, and losses in 2p15, 3p11.1-q11.1, 4q12, 5p12-q11.1, 7q11.23, 14q23.2, 17p11.2, 17p13.3, 22q12.1, 22q12.2-q12.3, and 22q13.2. In contrast, CCA showed gains in 5p13.2, 5p14.1, 8p12-p11.23, 8p22, and 19p13.2, and losses in 1q31.1, 1q42.13, 3p25.3, 6p12.1, 6p25.3, and 17q21.33. Heatmap analysis revealed 17 distinct chromosomal regions between the two groups including 2q14.2, 4p16.3, 5q32, 7p14.3, 7p22.1, 7q11.21, 7q11.23, 7q21.3, 7q22.1, 10q21.3, 18q23, 19p13.2, 19q13.2, 21q21.3, 21q22.13, 22q11.21, and 22q12.2. Among these 1p36.32, 19p13.2, and 19q13.2 emerged as potential biomarkers for differential diagnosis. These findings may aid in confirming cases with overlapping histopathological features contribute to the development of diagnostic tools and improved targeted therapies for HCC and CCA.
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Affiliation(s)
- Wantakan Ngamsangiam
- Department of Pathology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
| | - Sutheemon Techa-ay
- Department of Pathology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
| | - Prakasit Sa-ngiamwibool
- Department of Pathology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
| | - Sasithorn Watcharadetwittaya
- Department of Pathology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
| | - Raksawan Deenonpoe
- Department of Pathology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
| | - Anchalee Techasen
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
- Faculty of Associated Medical Science, Khon Kaen University, Khon Kaen, Thailand
| | - Natruja Sridakhun
- Department of Pathology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | | | - Malinee Thanee
- Department of Pathology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
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Liang Z, Li S, Wang Z, Zhou J, Huang Z, Li J, Bao H, Yam JWP, Xu Y. Unraveling the Role of the Wnt Pathway in Hepatocellular Carcinoma: From Molecular Mechanisms to Therapeutic Implications. J Clin Transl Hepatol 2025; 13:315-326. [PMID: 40206274 PMCID: PMC11976435 DOI: 10.14218/jcth.2024.00401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 12/13/2024] [Accepted: 12/23/2024] [Indexed: 04/11/2025] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the deadliest malignant tumors in the world, and its incidence and mortality have increased year by year. HCC research has increasingly focused on understanding its pathogenesis and developing treatments.The Wnt signaling pathway, a complex and evolutionarily conserved signal transduction system, has been extensively studied in the genesis and treatment of several malignant tumors. Recent investigations suggest that the pathogenesis of HCC may be significantly influenced by dysregulated Wnt/β-catenin signaling. This article aimed to examine the pathway that controls Wnt signaling in HCC and its mechanisms. In addition, we highlighted the role of this pathway in HCC etiology and targeted treatment.
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Affiliation(s)
- Zixin Liang
- Department of Hepatopancreatobiliary Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Shanshan Li
- School of Pharmacy, Anhui Engineering Technology Research Center of Biochemical Pharmaceutical, Bengbu Medical University, Bengbu, Anhui, China
| | - Zhiyu Wang
- Department of Hepatopancreatobiliary Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Junting Zhou
- Department of Hepatopancreatobiliary Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Ziyue Huang
- Department of Liver Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Beijing, China
| | - Jiehan Li
- Department of Urology, the Second Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Haolin Bao
- Department of Hepatopancreatobiliary Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Judy Wai Ping Yam
- Department of Pathology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Yi Xu
- Department of Hepatopancreatobiliary Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
- School of Pharmacy, Anhui Engineering Technology Research Center of Biochemical Pharmaceutical, Bengbu Medical University, Bengbu, Anhui, China
- Department of Pathology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Fujian Provincial Key Laboratory of Tumor Biotherapy, Fuzhou, Fujian, China
- Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fuzhou, Fujian, China
- Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
- State Key Laboratory of Targeting Oncology, National Center for International Research of Bio-targeting Theranostics, Guangxi Key Laboratory of Bio-targeting Theranostics, Collaborative Innovation Center for Targeting Tumor Diagnosis and Therapy, Guangxi Medical University, Nanning, Guangxi, China
- Shanghai Key Laboratory of Molecular Imaging, Shanghai University of Medicine and Health Sciences, Shanghai, China
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3
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Jiang J, Liu F, Cui D, Xu C, Chi J, Yan T, Guo F. Novel molecular mechanisms of immune evasion in hepatocellular carcinoma: NSUN2-mediated increase of SOAT2 RNA methylation. Cancer Commun (Lond) 2025. [PMID: 40227950 DOI: 10.1002/cac2.70023] [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: 03/01/2024] [Revised: 03/13/2025] [Accepted: 03/17/2025] [Indexed: 04/16/2025] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is a deadly malignancy known for its ability to evade immune surveillance. NOP2/Sun RNA methyltransferase family member 2 (NSUN2), an RNA methyltransferase involved in carcinogenesis, has been associated with immune evasion and energy metabolism reprogramming. This study aimed to examine the molecular mechanisms underlying the involvement of NSUN2 in immune evasion and metabolic reprogramming of HCC. METHODS Single-cell transcriptomic sequencing was applied to examine cellular composition changes, particularly immune cell dynamics, in HCC and adjacent normal tissues. Bulk RNA-seq and proteomics identified key genes and proteins. Methylation sequencing and methylated RNA immunoprecipitation (MeRIP) were carried out to characterize the role of NSUN2 in 5-methylcytosine (m5C) modification of sterol O-acyltransferase 2 (SOAT2). Clinical samples from 30 HCC patients were analyzed using reverse transcription-quantitative polymerase chain reaction and Western blotting. Gene expression was manipulated using CRISPR/Cas9 and lentiviral vectors. In vitro co-culture models and metabolomics were used to study HCC cell-T cell interactions, energy metabolism, and immune evasion. Tumor growth in an orthotopic mouse model was monitored by bioluminescence imaging, with subsequent measurements of tumor weight, volume, and immunohistochemical staining. RESULTS Single-cell transcriptomic analysis identified a marked increase in malignant cells in HCC tissues. Cell communication analysis indicated that tumor cells might promote cancer progression by evading immune clearance. Multi-omics analyses identified NSUN2 as a key regulator in HCC development. MeRIP confirmed that NSUN2 facilitated the m5C modification of SOAT2. Analysis of human HCC tissue samples demonstrated pronounced upregulation of NSUN2 and SOAT2, along with elevated m5C levels in HCC tissues. In vitro experiments uncovered that NSUN2 augmented the reprogramming of energy metabolism and repressed the activity and cytotoxicity of CD8+ T cells, contributing to immune evasion. In vivo studies further substantiated the role of NSUN2 in fostering immune evasion and tumor formation of HCC by modulating the m5C modification of SOAT2. CONCLUSIONS The findings highlight the critical role of NSUN2 in driving HCC progression through the regulation of m5C modification on SOAT2. These findings present potential molecular markers for HCC diagnosis and therapeutic targets for its treatment.
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Affiliation(s)
- Jinhua Jiang
- Department of Interventional Oncology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, P. R. China
- Key Laboratory of Systems Biomedicine, Ministry of Education, Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, P. R. China
| | - Feng Liu
- Department of Interventional Oncology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, P. R. China
| | - Dan Cui
- Department of Interventional Oncology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, P. R. China
| | - Caixia Xu
- Department of Interventional Oncology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, P. R. China
| | - Jiachang Chi
- Department of Interventional Oncology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, P. R. China
| | - Tinghua Yan
- The First Clinical Medical College of Jinan University, Guangzhou, Guangdong, P. R. China
| | - Fang Guo
- Key Laboratory of Systems Biomedicine, Ministry of Education, Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, P. R. China
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Soliman N, Maqsood A, Connor AA. Role of genomics in liver transplantation for cholangiocarcinoma. Curr Opin Organ Transplant 2025; 30:158-170. [PMID: 39917813 DOI: 10.1097/mot.0000000000001209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
Abstract
PURPOSE OF REVIEW The purpose of this review is to summarize the current knowledge of cholangiocarcinoma molecular biology and to suggest a framework for implementation of next-generation sequencing in all stages of liver transplantation. This is timely as recent guidelines recommend increased use of these technologies with promising results. RECENT FINDINGS The main themes covered here address germline and somatic genetic alterations recently discovered in cholangiocarcinoma, particularly those associated with prognosis and treatment responses, and nascent efforts to translate these into contemporary practice in the peri-liver transplantation period. SUMMARY Early efforts to translate molecular profiling to cholangiocarcinoma care demonstrate a growing number of potentially actionable alterations. Still lacking is a consensus on what biomarkers and technologies to adopt, at what scale and cost, and how to integrate them most effectively into care with the ambition of increasing the number of patients eligible for liver transplantation and improving their long-term outcomes.
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Affiliation(s)
- Nadine Soliman
- Department of Surgery
- J. C. Walter Jr. Transplant Center, Houston Methodist Hospital
- Houston Methodist Academic Institute
| | - Anaum Maqsood
- Department of Medicine
- Neill Cancer Center, Houston Methodist Hospital, Houston, Texas
| | - Ashton A Connor
- Department of Surgery
- J. C. Walter Jr. Transplant Center, Houston Methodist Hospital
- Houston Methodist Academic Institute
- Neill Cancer Center, Houston Methodist Hospital, Houston, Texas
- Department of Surgery, Weill Cornell Medicine, Cornell University, New York, New York, USA
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5
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Wang B, Huang C, Liu X, Liu Z, Zhang Y, Zhao W, Xu Q, Ho PC, Xiao Z. iMetAct: An integrated systematic inference of metabolic activity for dissecting tumor metabolic preference and tumor-immune microenvironment. Cell Rep 2025; 44:115375. [PMID: 40053454 DOI: 10.1016/j.celrep.2025.115375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 12/03/2024] [Accepted: 02/10/2025] [Indexed: 03/09/2025] Open
Abstract
Metabolic enzymes play a central role in cancer metabolic reprogramming, and their dysregulation creates vulnerabilities that can be exploited for therapy. However, accurately measuring metabolic enzyme activity in a high-throughput manner remains challenging due to the complex, multi-layered regulatory mechanisms involved. Here, we present iMetAct, a framework that integrates metabolic-transcription networks with an information propagation strategy to infer enzyme activity from gene expression data. iMetAct outperforms expression-based methods in predicting metabolite conversion rates by accounting for the effects of post-translational modifications. With iMetAct, we identify clinically significant subtypes of hepatocellular carcinoma with distinct metabolic preferences driven by dysregulated enzymes and metabolic regulators acting at both the transcriptional and non-transcriptional levels. Moreover, applying iMetAct to single-cell RNA sequencing data allows for the exploration of cancer cell metabolism and its interplay with immune regulation in the tumor microenvironment. An accompanying online platform further facilitates tumor metabolic analysis, patient stratification, and immune microenvironment characterization.
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Affiliation(s)
- Binxian Wang
- Institute of Molecular and Translational Medicine, Department of Biochemistry and Molecular Biology, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi 710061, China; Key Laboratory of Environment and Disease-Related Genes, Ministry of Education, Xi'an Jiaotong University, Xi'an, Shaanxi 710061, China
| | - Chao Huang
- Institute of Molecular and Translational Medicine, Department of Biochemistry and Molecular Biology, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi 710061, China; Key Laboratory of Environment and Disease-Related Genes, Ministry of Education, Xi'an Jiaotong University, Xi'an, Shaanxi 710061, China
| | - Xuan Liu
- Institute of Molecular and Translational Medicine, Department of Biochemistry and Molecular Biology, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi 710061, China; Key Laboratory of Environment and Disease-Related Genes, Ministry of Education, Xi'an Jiaotong University, Xi'an, Shaanxi 710061, China
| | - Zhenni Liu
- Institute of Molecular and Translational Medicine, Department of Biochemistry and Molecular Biology, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi 710061, China; Key Laboratory of Environment and Disease-Related Genes, Ministry of Education, Xi'an Jiaotong University, Xi'an, Shaanxi 710061, China
| | - Yilei Zhang
- Institute of Molecular and Translational Medicine, Department of Biochemistry and Molecular Biology, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi 710061, China; Key Laboratory of Environment and Disease-Related Genes, Ministry of Education, Xi'an Jiaotong University, Xi'an, Shaanxi 710061, China
| | - Wei Zhao
- Department of General Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, China
| | - Qiuran Xu
- Key Laboratory of Tumor Molecular Diagnosis and Individualized Medicine of Zhejiang Province, Zhejiang Provincial People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang 310014, China
| | - Ping-Chih Ho
- Department of Oncology, University of Lausanne, Epalinges, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Epalinges, Switzerland.
| | - Zhengtao Xiao
- Institute of Molecular and Translational Medicine, Department of Biochemistry and Molecular Biology, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi 710061, China; Key Laboratory of Environment and Disease-Related Genes, Ministry of Education, Xi'an Jiaotong University, Xi'an, Shaanxi 710061, China.
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Romeo M, Dallio M, Di Nardo F, Napolitano C, Vaia P, Martinelli G, Federico P, Olivieri S, Iodice P, Federico A. The Role of the Gut-Biliary-Liver Axis in Primary Hepatobiliary Liver Cancers: From Molecular Insights to Clinical Applications. J Pers Med 2025; 15:124. [PMID: 40278303 PMCID: PMC12028696 DOI: 10.3390/jpm15040124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2025] [Revised: 03/14/2025] [Accepted: 03/20/2025] [Indexed: 04/26/2025] Open
Abstract
Background: Hepatobiliary liver cancers (HBLCs) represent the sixth most common neoplasm in the world. Hepatocellular carcinoma (HCC) and cholangiocarcinoma (CC) constitute the main HBLC types, with alarming epidemiological projections. Methods: In recent decades, alterations in gut microbiota, with mutual implications on the gut-liver axis and gut-biliary axis permeability status, have been massively investigated and proposed as HBLC pathogenetic deus ex machina. Results: In the HCC setting, elevated intestinal levels of Escherichia coli and other Gram-negative bacteria have been demonstrated, resulting in a close association with increased lipopolysaccharide (LPS) serum levels and, consequently, chronic systemic inflammation. In contrast, the intestinal microbiota of HCC individuals feature reduced levels of Lactobacillus spp., Bifidobacterium spp., and Enterococcus spp. In the CC setting, evidence has revealed an increased expression of Lactobacillus spp., with enhanced levels of Actynomices spp. and Alloscardovia spp. Besides impaired strains/species representation, gut-derived metabolites, including bile acids (BAs), short-chain fatty acids (SCFAs), and oxidative-stress-derived products, configure a network severely impacting the progression of HBLC. Conclusions: In the era of Precision Medicine, the clarification of microbiota composition and functioning in HCC and CC settings can contribute to the identification of individual signatures, potentially providing novel diagnostic markers, therapeutic approaches, and prognostic/predictive tools.
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Affiliation(s)
- Mario Romeo
- Department of Precision Medicine, Hepatogastroenterology Division, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (M.R.); (F.D.N.); (C.N.); (P.V.); (G.M.); (S.O.); (A.F.)
| | - Marcello Dallio
- Department of Precision Medicine, Hepatogastroenterology Division, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (M.R.); (F.D.N.); (C.N.); (P.V.); (G.M.); (S.O.); (A.F.)
| | - Fiammetta Di Nardo
- Department of Precision Medicine, Hepatogastroenterology Division, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (M.R.); (F.D.N.); (C.N.); (P.V.); (G.M.); (S.O.); (A.F.)
| | - Carmine Napolitano
- Department of Precision Medicine, Hepatogastroenterology Division, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (M.R.); (F.D.N.); (C.N.); (P.V.); (G.M.); (S.O.); (A.F.)
| | - Paolo Vaia
- Department of Precision Medicine, Hepatogastroenterology Division, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (M.R.); (F.D.N.); (C.N.); (P.V.); (G.M.); (S.O.); (A.F.)
| | - Giuseppina Martinelli
- Department of Precision Medicine, Hepatogastroenterology Division, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (M.R.); (F.D.N.); (C.N.); (P.V.); (G.M.); (S.O.); (A.F.)
| | - Pierluigi Federico
- Pharmaceutical Department, ASL NA3 Sud, Torre del Greco, 80059 Naples, Italy;
| | - Simone Olivieri
- Department of Precision Medicine, Hepatogastroenterology Division, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (M.R.); (F.D.N.); (C.N.); (P.V.); (G.M.); (S.O.); (A.F.)
| | | | - Alessandro Federico
- Department of Precision Medicine, Hepatogastroenterology Division, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (M.R.); (F.D.N.); (C.N.); (P.V.); (G.M.); (S.O.); (A.F.)
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7
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Shi W, Jin W, Hong L, Wu H, Hu S. Clinical value of blood routine and tumor markers in differentiating hepatocellular carcinoma from intrahepatic cholangiocarcinoma. Medicine (Baltimore) 2025; 104:e41899. [PMID: 40128070 PMCID: PMC11936544 DOI: 10.1097/md.0000000000041899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2024] [Accepted: 02/28/2025] [Indexed: 03/26/2025] Open
Abstract
Hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC) are the 2 major types of primary liver cancer, differing significantly in etiology, treatment strategies, and prognosis despite their common hepatic origin. Accurate preoperative differentiation between HCC and ICC is critical for optimizing treatment and improving patient outcomes. However, traditional diagnostic methods, including imaging and tumor markers, have limitations in sensitivity and specificity, necessitating the exploration of novel diagnostic approaches. This retrospective study included 165 patients diagnosed with HCC (n = 87) or ICC (n = 78) between January 2023 and January 2024. Preoperative data, including routine blood tests and tumor markers (e.g., alpha-fetoprotein [AFP], carbohydrate antigen 19-9 [CA19-9], carcinoembryonic antigen [CEA]), were collected. Blood routine parameters, such as white blood cell count (WBC), neutrophil-to-lymphocyte ratio (NLR), and lymphocyte-to-monocyte ratio (LMR), were analyzed. Univariate and multivariate logistic regression analyses were conducted to identify independent diagnostic factors. A predictive model was constructed and its diagnostic performance evaluated using receiver operating characteristic curves. Subgroup analyses were performed to investigate diagnostic efficiency in different patient subsets. AFP and CA19-9 emerged as key tumor markers for differentiating HCC and ICC. AFP levels were significantly higher in HCC patients (P < .001), whereas CA19-9 levels were markedly elevated in ICC patients (P < .001). Among blood routine parameters, elevated WBC (P < .001), monocyte count (P = .005), NLR (P = .02), and monocyte ratio (P = .012) were associated with an increased risk of ICC, while a higher LMR was protective against ICC (P = .006). The multivariate logistic regression model demonstrated robust diagnostic accuracy, with an area under the curve (AUC) of 0.791. Subgroup analyses revealed superior diagnostic performance at higher levels of AFP (≥200 ng/mL, AUC = 0.90) and CA19-9 (≥37 U/mL, AUC = 0.91). The combination of blood routine parameters and tumor markers demonstrates high diagnostic efficacy in preoperatively differentiating HCC and ICC. Key markers, including AFP and CA19-9, along with inflammatory and immune-related blood parameters such as WBC, NLR, and LMR, significantly enhance diagnostic accuracy. This study provides valuable insights into refining diagnostic strategies and supports individualized treatment planning for patients with primary liver cancer.
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Affiliation(s)
- Wei Shi
- Department of Pathology, Tongling Polytechnic, Tongling, Anhui, China
| | - Wen Jin
- Department of Pathology, Tongling Polytechnic, Tongling, Anhui, China
| | - Lang Hong
- Department of Physiology, Tongling Polytechnic, Tongling, Anhui, China
| | - Huo Wu
- Department of General Surgery, the First Affiliated Hospital of Anhui Medical University, Anhui, China
| | - Shifeng Hu
- Department of Physiology, Tongling Polytechnic, Tongling, Anhui, China
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8
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Liu M, Hernandez MO, Castven D, Lee HP, Wu W, Wang L, Forgues M, Hernandez JM, Marquardt JU, Ma L. Tumor cell villages define the co-dependency of tumor and microenvironment in liver cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.07.642107. [PMID: 40161587 PMCID: PMC11952337 DOI: 10.1101/2025.03.07.642107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
Spatial cellular context is crucial in shaping intratumor heterogeneity. However, understanding how each tumor establishes its unique spatial landscape and what factors drive the landscape for tumor fitness remains significantly challenging. Here, we analyzed over 2 million cells from 50 tumor biospecimens using spatial single-cell imaging and single-cell RNA sequencing. We developed a deep learning-based strategy to spatially map tumor cell states and the architecture surrounding them, which we referred to as Spatial Dynamics Network (SDN). We found that different tumor cell states may be organized into distinct clusters, or 'villages', each supported by unique SDNs. Notably, tumor cell villages exhibited village-specific molecular co-dependencies between tumor cells and their microenvironment and were associated with patient outcomes. Perturbation of molecular co-dependencies via random spatial shuffling of the microenvironment resulted in destabilization of the corresponding villages. This study provides new insights into understanding tumor spatial landscape and its impact on tumor aggressiveness.
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Affiliation(s)
- Meng Liu
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland 20892, USA
| | - Maria O. Hernandez
- Spatial Imaging Technology Resource, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Darko Castven
- Department of Medicine I, University Medical Center, Lübeck, Germany
| | - Hsin-Pei Lee
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland 20892, USA
| | - Wenqi Wu
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland 20892, USA
| | - Limin Wang
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Marshonna Forgues
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Jonathan M. Hernandez
- Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland 20892, USA
| | - Jens U. Marquardt
- Department of Medicine I, University Medical Center, Lübeck, Germany
| | - Lichun Ma
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland 20892, USA
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland 20892, USA
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Shiode Y, Kodama T, Sato Y, Takahashi R, Matsumae T, Shirai K, Doi A, Tahata Y, Hikita H, Tatsumi T, Fukai M, Taketomi A, Ruchirawat M, Wang XW, Takehara T. Folate receptor 1 is a stemness trait-associated diagnostic and prognostic marker for hepatocellular carcinoma. Biomark Res 2025; 13:37. [PMID: 40038575 DOI: 10.1186/s40364-025-00752-8] [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: 12/23/2024] [Accepted: 02/25/2025] [Indexed: 03/06/2025] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) can be classified into several subtypes based on molecular traits, aiding in prognostic stratification. The subtype with a poor prognosis is often associated with stem/progenitor features. This study focused on identifying circulating biomarkers for aggressive HCC. METHODS We searched for secretory proteins whose expression was positively associated with the stem/progenitor markers KRT19, EPCAM, and PROM1 in 2 independent HCC cohorts. Serum folate receptor 1 (FOLR1) levels were measured in 238 chronic liver disease and 247 HCC patients, evaluating their diagnostic and prognostic capabilities. RESULTS FOLR1 was identified as a secretory protein that was positively correlated with all 3 stem/progenitor markers and a poor prognosis in both the discovery and validation cohorts. Higher FOLR1 expression was detected in tumor than nontumor tissues and was associated with aggressive subtypes, and activation of p53, DNA repair, Myc, E2F, and PI3K/AKT/mTOR pathways. Serum FOLR1 levels correlated with tumoral FOLR1 expression in HCC patients and were significantly elevated compared with those in patients with chronic hepatitis or nonliver disease. Serum FOLR1 levels demonstrated diagnostic performance for HCC comparable to that of alpha-fetoprotein (AFP), and their combination increased the diagnostic accuracy. Elevated serum FOLR1 levels were associated with poor prognosis in HCC patients, regardless of treatment, especially in patients with early-stage disease. The multivariate analysis revealed that the serum FOLR1 level and the Gender, Age, AFP-L3, AFP, and Des-gamma-carboxy prothrombin (GALAD) score were independent predictors of a poor prognosis with their combination further stratifying prognosis. CONCLUSIONS FOLR1 is a stemness-associated biomarker for HCC, with serum levels serving as a diagnostic marker for HCC and a prognostic indicator for early-stage disease.
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Affiliation(s)
- Yuto Shiode
- Department of Gastroenterology and Hepatology, Osaka University, Graduate School of Medicine, 2-2 Yamadaoka Suita, Osaka, 565-0871, Japan
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Takahiro Kodama
- Department of Gastroenterology and Hepatology, Osaka University, Graduate School of Medicine, 2-2 Yamadaoka Suita, Osaka, 565-0871, Japan
| | - Yu Sato
- Department of Gastroenterology and Hepatology, Osaka University, Graduate School of Medicine, 2-2 Yamadaoka Suita, Osaka, 565-0871, Japan
| | - Ryo Takahashi
- Department of Gastroenterology and Hepatology, Osaka University, Graduate School of Medicine, 2-2 Yamadaoka Suita, Osaka, 565-0871, Japan
| | - Takayuki Matsumae
- Department of Gastroenterology and Hepatology, Osaka University, Graduate School of Medicine, 2-2 Yamadaoka Suita, Osaka, 565-0871, Japan
| | - Kumiko Shirai
- Department of Gastroenterology and Hepatology, Osaka University, Graduate School of Medicine, 2-2 Yamadaoka Suita, Osaka, 565-0871, Japan
| | - Akira Doi
- Department of Gastroenterology and Hepatology, Osaka University, Graduate School of Medicine, 2-2 Yamadaoka Suita, Osaka, 565-0871, Japan
| | - Yuki Tahata
- Department of Gastroenterology and Hepatology, Osaka University, Graduate School of Medicine, 2-2 Yamadaoka Suita, Osaka, 565-0871, Japan
| | - Hayato Hikita
- Department of Gastroenterology and Hepatology, Osaka University, Graduate School of Medicine, 2-2 Yamadaoka Suita, Osaka, 565-0871, Japan
| | - Tomohide Tatsumi
- Department of Gastroenterology and Hepatology, Osaka University, Graduate School of Medicine, 2-2 Yamadaoka Suita, Osaka, 565-0871, Japan
| | - Moto Fukai
- Department of Gastroenterological Surgery I, Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Akinobu Taketomi
- Department of Gastroenterological Surgery I, Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Mathuros Ruchirawat
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok, 10210, Thailand
- Center of Excellence On Environmental Health and Toxicology (EHT), OPS, MHESI, Bangkok, Thailand
| | - Xin Wei Wang
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Tetsuo Takehara
- Department of Gastroenterology and Hepatology, Osaka University, Graduate School of Medicine, 2-2 Yamadaoka Suita, Osaka, 565-0871, Japan.
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10
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Guest RV, Goeppert B, Nault JC, Sia D. Morphomolecular Pathology and Genomic Insights into the Cells of Origin of Cholangiocarcinoma and Combined Hepatocellular-Cholangiocarcinoma. THE AMERICAN JOURNAL OF PATHOLOGY 2025; 195:345-361. [PMID: 39341365 PMCID: PMC11841493 DOI: 10.1016/j.ajpath.2024.08.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 08/14/2024] [Accepted: 08/21/2024] [Indexed: 10/01/2024]
Abstract
Cholangiocarcinomas are a highly heterogeneous group of malignancies that, despite recent progress in the understanding of their molecular pathogenesis and clinical management, continue to pose a major challenge to public health. The traditional view posits that cholangiocarcinomas derive from the neoplastic transformation of cholangiocytes lining the biliary tree. However, increasing genetic and experimental evidence has recently pointed to a more complex, and nuanced, scenario for the potential cell of origin of cholangiocarcinomas. Hepatocytes as well as hepatic stem/progenitor cells are being considered as additional potential sources, depending on microenvironmental contexts, including liver injury. The hypothesis of potentially diverse cells of origin for cholangiocarcinoma, albeit controversial, is certainly not surprising given the plasticity of the cells populating the liver as well as the existence of liver cancer subtypes with mixed histologic and molecular features. This review carefully examines the current pathologic, genomic, and experimental evidence supporting the existence of multiple cells of origin of liver and biliary tract cancers, with particular focus on cholangiocarcinoma and combined hepatocellular-cholangiocarcinoma.
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Affiliation(s)
- Rachel V Guest
- Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom
| | - Benjamin Goeppert
- Institute of Pathology, RKH Klinikum Ludwigsburg, Ludwigsburg, Germany; Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland
| | - Jean-Charles Nault
- Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université Paris Cité, Team "Functional Genomics of Solid Tumors", Equipe labellisée Ligue Nationale Contre le Cancer, Labex OncoImmunology, Paris, France; Liver Unit, Avicenne Hospital, APHP, University Sorbonne Paris Nord, Bobigny, France
| | - Daniela Sia
- Division of Liver Diseases, Department of Medicine, Liver Cancer Program, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York.
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11
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Suzuki H, Mishra S, Paul S, Hoshida Y. Molecular and immune landscape of hepatocellular carcinoma for therapeutic development. JOURNAL OF LIVER CANCER 2025; 25:9-18. [PMID: 39639434 PMCID: PMC7617546 DOI: 10.17998/jlc.2024.12.02] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 11/26/2024] [Accepted: 12/02/2024] [Indexed: 12/07/2024]
Abstract
Hepatocellular carcinoma (HCC) is a leading cause of cancer-related mortality worldwide, with an estimated 750,000 deaths in 2022. Recent emergence of molecular targeted agents and immune checkpoint inhibitors and their combination therapies have been transforming HCC care, but their prognostic impact in advanced-stage disease remains unsatisfactory. In addition, their application to early-stage disease is still an unmet need. Omics profiling studies have elucidated recurrent and heterogeneously present molecular aberrations involved in pro-cancer tumor (immune) microenvironment that may guide therapeutic strategies. Recurrent aberrations such somatic mutations in TERT promoter and TP53 have been regarded undruggable, but recent studies have suggested that these may serve as new classes of therapeutic targets. HCC markers such as alpha-fetoprotein, glypican-3, and epithelial cell adhesion molecule have also been explored as therapeutic targets. These molecular features may be utilized as biomarkers to guide the application of new approaches as companion biomarkers to maximize therapeutic benefits in patients who are likely to benefit from the therapies, while minimizing unnecessary harm in patients who will not respond. The explosive number of new agents in the pipelines have posed challenges in their clinical testing. Novel clinical trial designs guided by predictive biomarkers have been proposed to enable their efficient and cost-effective evaluation. These new developments collectively facilitate clinical translation of personalized molecular-targeted therapies in HCC and substantially improve prognosis of HCC patients.
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Affiliation(s)
- Hiroyuki Suzuki
- Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Sumit Mishra
- Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Subhojit Paul
- Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Yujin Hoshida
- Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
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12
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Putatunda V, Jusakul A, Roberts L, Wang XW. Genetic, Epigenetic, and Microenvironmental Drivers of Cholangiocarcinoma. THE AMERICAN JOURNAL OF PATHOLOGY 2025; 195:362-377. [PMID: 39532242 PMCID: PMC11841490 DOI: 10.1016/j.ajpath.2024.10.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2024] [Revised: 10/07/2024] [Accepted: 10/10/2024] [Indexed: 11/16/2024]
Abstract
Cholangiocarcinoma (CCA) is an aggressive and heterogeneous malignancy of the biliary tree that carries a poor prognosis. Multiple features at the genetic, epigenetic, and microenvironmental levels have been identified to better characterize CCA carcinogenesis. Genetic alterations, such as mutations in IDH1/2, BAP1, ARID1A, and FGFR2, play significant roles in CCA pathogenesis, with variations across different subtypes, races/ethnicities, and causes. Epigenetic dysregulation, characterized by DNA methylation and histone modifications, further contributes to the complexity of CCA, influencing gene expression and tumor behavior. Furthermore, CCA cells exchange autocrine and paracrine signals with other cancer cells and the infiltrating cell types that populate the microenvironment, including cancer-associated fibroblasts and tumor-associated macrophages, further contributing to an immunosuppressive niche that supports tumorigenesis. This review explores the multifaceted genetic, epigenetic, and microenvironmental drivers of CCA. Understanding these diverse mechanisms is essential for characterizing the complex pathways of CCA carcinogenesis and developing targeted therapies to improve patient outcomes.
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Affiliation(s)
- Vijay Putatunda
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland; Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland.
| | - Apinya Jusakul
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand; Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - Lewis Roberts
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Xin Wei Wang
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland; Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
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13
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Dhanasekaran R, Suzuki H, Lemaitre L, Kubota N, Hoshida Y. Molecular and immune landscape of hepatocellular carcinoma to guide therapeutic decision-making. Hepatology 2025; 81:1038-1057. [PMID: 37300379 PMCID: PMC10713867 DOI: 10.1097/hep.0000000000000513] [Citation(s) in RCA: 25] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 05/12/2023] [Indexed: 06/12/2023]
Abstract
Liver cancer, primarily HCC, exhibits highly heterogeneous histological and molecular aberrations across tumors and within individual tumor nodules. Such intertumor and intratumor heterogeneities may lead to diversity in the natural history of disease progression and various clinical disparities across the patients. Recently developed multimodality, single-cell, and spatial omics profiling technologies have enabled interrogation of the intertumor/intratumor heterogeneity in the cancer cells and the tumor immune microenvironment. These features may influence the natural history and efficacy of emerging therapies targeting novel molecular and immune pathways, some of which had been deemed undruggable. Thus, comprehensive characterization of the heterogeneities at various levels may facilitate the discovery of biomarkers that enable personalized and rational treatment decisions, and optimize treatment efficacy while minimizing the risk of adverse effects. Such companion biomarkers will also refine HCC treatment algorithms across disease stages for cost-effective patient management by optimizing the allocation of limited medical resources. Despite this promise, the complexity of the intertumor/intratumor heterogeneity and ever-expanding inventory of therapeutic agents and regimens have made clinical evaluation and translation of biomarkers increasingly challenging. To address this issue, novel clinical trial designs have been proposed and incorporated into recent studies. In this review, we discuss the latest findings in the molecular and immune landscape of HCC for their potential and utility as biomarkers, the framework of evaluation and clinical application of predictive/prognostic biomarkers, and ongoing biomarker-guided therapeutic clinical trials. These new developments may revolutionize patient care and substantially impact the still dismal HCC mortality.
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Affiliation(s)
| | - Hiroyuki Suzuki
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Fukuoka
| | - Lea Lemaitre
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, California
| | - Naoto Kubota
- Liver Tumor Translational Research Program, Simmons Comprehensive Cancer Center, Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Yujin Hoshida
- Liver Tumor Translational Research Program, Simmons Comprehensive Cancer Center, Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas
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14
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Lim B, Kamal A, Gomez Ramos B, Adrian Segarra JM, Ibarra IL, Dignas L, Kindinger T, Volz K, Rahbari M, Rahbari N, Poisel E, Kafetzopoulou K, Böse L, Breinig M, Heide D, Gallage S, Barragan Avila JE, Wiethoff H, Berest I, Schnabellehner S, Schneider M, Becker J, Helm D, Grimm D, Mäkinen T, Tschaharganeh DF, Heikenwalder M, Zaugg JB, Mall M. Active repression of cell fate plasticity by PROX1 safeguards hepatocyte identity and prevents liver tumorigenesis. Nat Genet 2025; 57:668-679. [PMID: 39948437 PMCID: PMC11906372 DOI: 10.1038/s41588-025-02081-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Accepted: 01/08/2025] [Indexed: 02/20/2025]
Abstract
Cell fate plasticity enables development, yet unlocked plasticity is a cancer hallmark. While transcription master regulators induce lineage-specific genes to restrict plasticity, it remains unclear whether plasticity is actively suppressed by lineage-specific repressors. Here we computationally predict so-called safeguard repressors for 18 cell types that block phenotypic plasticity lifelong. We validated hepatocyte-specific candidates using reprogramming, revealing that prospero homeobox protein 1 (PROX1) enhanced hepatocyte identity by direct repression of alternative fate master regulators. In mice, Prox1 was required for efficient hepatocyte regeneration after injury and was sufficient to prevent liver tumorigenesis. In line with patient data, Prox1 depletion caused hepatocyte fate loss in vivo and enabled the transition of hepatocellular carcinoma to cholangiocarcinoma. Conversely, overexpression promoted cholangiocarcinoma to hepatocellular carcinoma transdifferentiation. Our findings provide evidence for PROX1 as a hepatocyte-specific safeguard and support a model where cell-type-specific repressors actively suppress plasticity throughout life to safeguard lineage identity and thus prevent disease.
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Affiliation(s)
- Bryce Lim
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Aryan Kamal
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
- European Molecular Biology Laboratory, Molecular Systems Biology Unit, Heidelberg, Germany
- Department of Biomedicine, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Borja Gomez Ramos
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Juan M Adrian Segarra
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Ignacio L Ibarra
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
- European Molecular Biology Laboratory, Molecular Systems Biology Unit, Heidelberg, Germany
| | - Lennart Dignas
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Tim Kindinger
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Kai Volz
- Cell Plasticity and Epigenetic Remodeling Helmholtz Group, DKFZ, Heidelberg, Germany
- Institute of Pathology, University Hospital, Heidelberg, Germany
| | - Mohammad Rahbari
- Division of Chronic Inflammation and Cancer, DKFZ, Heidelberg, Germany
- Department of Surgery, University Hospital Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Nuh Rahbari
- Department of Surgery, University Hospital Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Department of General and Visceral Surgery, University of Ulm, Ulm, Germany
| | - Eric Poisel
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Kanela Kafetzopoulou
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Lio Böse
- Cell Plasticity and Epigenetic Remodeling Helmholtz Group, DKFZ, Heidelberg, Germany
- Institute of Pathology, University Hospital, Heidelberg, Germany
| | - Marco Breinig
- Cell Plasticity and Epigenetic Remodeling Helmholtz Group, DKFZ, Heidelberg, Germany
- Institute of Pathology, University Hospital, Heidelberg, Germany
| | - Danijela Heide
- Division of Chronic Inflammation and Cancer, DKFZ, Heidelberg, Germany
| | - Suchira Gallage
- Division of Chronic Inflammation and Cancer, DKFZ, Heidelberg, Germany
- Institute for Interdisciplinary Research on Cancer Metabolism and Chronic Inflammation, M3-Research Center for Malignome, Metabolome and Microbiome, Faculty of Medicine, University Tuebingen, Tübingen, Germany
| | | | - Hendrik Wiethoff
- Institute of Pathology, University Hospital, Heidelberg, Germany
| | - Ivan Berest
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
- European Molecular Biology Laboratory, Molecular Systems Biology Unit, Heidelberg, Germany
| | - Sarah Schnabellehner
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | | | - Jonas Becker
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
- Department of Infectious Diseases/Virology, Section Viral Vector Technologies, Medical Faculty and Faculty of Engineering Sciences, Heidelberg University, Center for Integrative Infectious Diseases Research (CIID), BioQuant, Heidelberg, Germany
| | - Dominic Helm
- Proteomics Core Facility, DKFZ, Heidelberg, Germany
| | - Dirk Grimm
- Department of Infectious Diseases/Virology, Section Viral Vector Technologies, Medical Faculty and Faculty of Engineering Sciences, Heidelberg University, Center for Integrative Infectious Diseases Research (CIID), BioQuant, Heidelberg, Germany
- German Center for Infection Research (DZIF), Partner Site Heidelberg, Heidelberg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Heidelberg, Heidelberg, Germany
| | - Taija Mäkinen
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
- Translational Cancer Medicine Program and Department of Biochemistry and Developmental Biology, University of Helsinki, Helsinki, Finland
- Wihuri Research Institute, Helsinki, Finland
| | - Darjus F Tschaharganeh
- Cell Plasticity and Epigenetic Remodeling Helmholtz Group, DKFZ, Heidelberg, Germany
- Institute of Pathology, University Hospital, Heidelberg, Germany
| | - Mathias Heikenwalder
- Division of Chronic Inflammation and Cancer, DKFZ, Heidelberg, Germany
- Institute for Interdisciplinary Research on Cancer Metabolism and Chronic Inflammation, M3-Research Center for Malignome, Metabolome and Microbiome, Faculty of Medicine, University Tuebingen, Tübingen, Germany
| | - Judith B Zaugg
- European Molecular Biology Laboratory, Molecular Systems Biology Unit, Heidelberg, Germany.
- Department of Biomedicine, University Hospital Basel, University of Basel, Basel, Switzerland.
| | - Moritz Mall
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany.
- HITBR Hector Institute for Translational Brain Research gGmbH, Heidelberg, Germany.
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
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15
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Li J, Fu Y, Zhang H, Ma H. Molecular and pathological landscape of the AT-rich interaction domain 1A (ARID1A) mutation in hepatocellular carcinoma. Pathol Res Pract 2025; 266:155763. [PMID: 39706068 DOI: 10.1016/j.prp.2024.155763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Revised: 11/17/2024] [Accepted: 12/08/2024] [Indexed: 12/23/2024]
Abstract
Hepatocellular carcinoma (HCC) is a leading cause of cancer-related deaths worldwide, with complex etiological factors and a diverse genetic landscape. Among the critical genetic mutations in HCC, the AT-rich interaction domain 1 A (ARID1A) gene, a key component of the SWI/SNF chromatin remodeling complex, stands out due to its significant role in both tumor suppression and oncogenesis. This review comprehensively examines the molecular and pathological impacts of ARID1A mutations in HCC. ARID1A mutations, which occur in approximately 7.9 % of HCC cases, predominantly involve truncating mutations leading to loss of function. These mutations are associated with various aggressive cancer features, including larger tumor size, higher rates of metastasis, and poor prognosis. The dual role of ARID1A in HCC is context-dependent, acting as a tumor suppressor by regulating cell cycle control, DNA damage repair, and gene expression, while also displaying oncogenic properties in specific contexts by promoting early tumorigenesis through oxidative stress pathways. Understanding the molecular mechanisms of ARID1A, including its interactions with key cellular pathways such as PI3K/AKT/mTOR, β-catenin, and PD-L1, provides insights into its complex role in HCC pathogenesis. Furthermore, ARID1A's impact on cancer stem cell maintenance, metabolic reprogramming, and immune evasion underscores its potential as a therapeutic target. This review highlights the need for context-specific therapeutic strategies targeting ARID1A, which could lead to more effective treatments for HCC, addressing both its tumor-suppressive and oncogenic activities.
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Affiliation(s)
- Junfeng Li
- Department of Oncology, Dianjiang People's Hospital of Chongqing, Chongqing, China.
| | - Yuxia Fu
- Department of Ultrasound, Dianjiang People's Hospital of Chongqing, Chongqing, China
| | - Hongchuan Zhang
- Department of Oncology, Dianjiang People's Hospital of Chongqing, Chongqing, China
| | - Hong Ma
- Department of Oncology, Dianjiang People's Hospital of Chongqing, Chongqing, China
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16
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Zhan T, Betge J, Schulte N, Dreikhausen L, Hirth M, Li M, Weidner P, Leipertz A, Teufel A, Ebert MP. Digestive cancers: mechanisms, therapeutics and management. Signal Transduct Target Ther 2025; 10:24. [PMID: 39809756 PMCID: PMC11733248 DOI: 10.1038/s41392-024-02097-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Revised: 10/20/2024] [Accepted: 11/29/2024] [Indexed: 01/16/2025] Open
Abstract
Cancers of the digestive system are major contributors to global cancer-associated morbidity and mortality, accounting for 35% of annual cases of cancer deaths. The etiologies, molecular features, and therapeutic management of these cancer entities are highly heterogeneous and complex. Over the last decade, genomic and functional studies have provided unprecedented insights into the biology of digestive cancers, identifying genetic drivers of tumor progression and key interaction points of tumor cells with the immune system. This knowledge is continuously translated into novel treatment concepts and targets, which are dynamically reshaping the therapeutic landscape of these tumors. In this review, we provide a concise overview of the etiology and molecular pathology of the six most common cancers of the digestive system, including esophageal, gastric, biliary tract, pancreatic, hepatocellular, and colorectal cancers. We comprehensively describe the current stage-dependent pharmacological management of these malignancies, including chemo-, targeted, and immunotherapy. For each cancer entity, we provide an overview of recent therapeutic advancements and research progress. Finally, we describe how novel insights into tumor heterogeneity and immune evasion deepen our understanding of therapy resistance and provide an outlook on innovative therapeutic strategies that will shape the future management of digestive cancers, including CAR-T cell therapy, novel antibody-drug conjugates and targeted therapies.
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Affiliation(s)
- Tianzuo Zhan
- Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- DKFZ Hector Cancer Institute at University Medical Center Mannheim, Mannheim, Germany
- Mannheim Cancer Center, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Molecular Medicine Partnership Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Johannes Betge
- Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- DKFZ Hector Cancer Institute at University Medical Center Mannheim, Mannheim, Germany
- Mannheim Cancer Center, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Junior Clinical Cooperation Unit Translational Gastrointestinal Oncology and Preclinical Models, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nadine Schulte
- Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Mannheim Cancer Center, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Lena Dreikhausen
- Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Molecular Medicine Partnership Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Michael Hirth
- Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Moying Li
- Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Philip Weidner
- Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Antonia Leipertz
- Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Andreas Teufel
- Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Matthias P Ebert
- Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
- DKFZ Hector Cancer Institute at University Medical Center Mannheim, Mannheim, Germany.
- Mannheim Cancer Center, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
- Molecular Medicine Partnership Unit, European Molecular Biology Laboratory, Heidelberg, Germany.
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17
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Dai Y, Dong C, Wang Z, Zhou Y, Wang Y, Hao Y, Chen P, Liang C, Li G. Infiltrating T lymphocytes and tumor microenvironment within cholangiocarcinoma: immune heterogeneity, intercellular communication, immune checkpoints. Front Immunol 2025; 15:1482291. [PMID: 39845973 PMCID: PMC11750830 DOI: 10.3389/fimmu.2024.1482291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2024] [Accepted: 12/17/2024] [Indexed: 01/24/2025] Open
Abstract
Cholangiocarcinoma is the second most common primary liver cancer, and its global incidence has increased in recent years. Radical surgical resection and systemic chemotherapy have traditionally been the standard treatment options. However, the complexity of cholangiocarcinoma subtypes often presents a challenge for early diagnosis. Additionally, high recurrence rates following radical treatment and resistance to late-stage chemotherapy limit the benefits for patients. Immunotherapy has emerged as an effective strategy for treating various types of cancer, and has shown efficacy when combined with chemotherapy for cholangiocarcinoma. Current immunotherapies targeting cholangiocarcinoma have predominantly focused on T lymphocytes within the tumor microenvironment, and new immunotherapies have yielded unsatisfactory results in clinical trials. Therefore, it is essential to achieve a comprehensive understanding of the unique tumor microenvironment of cholangiocarcinoma and the pivotal role of T lymphocytes within it. In this review, we describe the heterogeneous immune landscape and intercellular communication in cholangiocarcinoma and summarize the specific distribution of T lymphocytes. Finally, we review potential immune checkpoints in cholangiocarcinoma.
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Affiliation(s)
- Yunyan Dai
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| | - Chenyang Dong
- First Clinical Medical College, Shanxi Medical University, Taiyuan, China
| | - Zhiming Wang
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| | - Yunpeng Zhou
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| | - Yi Wang
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| | - Yi Hao
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| | - Pinggui Chen
- Department of Nuclear Medicine, Nanyang First People’s Hospital, Nanyang, Henan, China
| | - Chaojie Liang
- First Clinical Medical College, Shanxi Medical University, Taiyuan, China
- Department of biliary and Pancreatic Surgery, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Gaopeng Li
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
- Department of Hepatobiliary Surgery, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Tongji Shanxi Hospital, Taiyuan, China
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18
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Mishra A, Huang SB, Dubash T, Burr R, Edd JF, Wittner BS, Cunneely QE, Putaturo VR, Deshpande A, Antmen E, Gopinathan KA, Otani K, Miyazawa Y, Kwak JE, Guay SY, Kelly J, Walsh J, Nieman LT, Galler I, Chan P, Lawrence MS, Sullivan RJ, Bardia A, Micalizzi DS, Sequist LV, Lee RJ, Franses JW, Ting DT, Brunker PAR, Maheswaran S, Miyamoto DT, Haber DA, Toner M. Tumor cell-based liquid biopsy using high-throughput microfluidic enrichment of entire leukapheresis product. Nat Commun 2025; 16:32. [PMID: 39746954 PMCID: PMC11696112 DOI: 10.1038/s41467-024-55140-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: 04/12/2024] [Accepted: 11/28/2024] [Indexed: 01/04/2025] Open
Abstract
Circulating Tumor Cells (CTCs) in blood encompass DNA, RNA, and protein biomarkers, but clinical utility is limited by their rarity. To enable tumor epitope-agnostic interrogation of large blood volumes, we developed a high-throughput microfluidic device, depleting hematopoietic cells through high-flow channels and force-amplifying magnetic lenses. Here, we apply this technology to analyze patient-derived leukapheresis products, interrogating a mean blood volume of 5.83 liters from seven patients with metastatic cancer. High CTC yields (mean 10,057 CTCs per patient; range 100 to 58,125) reveal considerable intra-patient heterogeneity. CTC size varies within patients, with 67% overlapping in diameter with WBCs. Paired single-cell DNA and RNA sequencing identifies subclonal patterns of aneuploidy and distinct signaling pathways within CTCs. In prostate cancers, a subpopulation of small aneuploid cells lacking epithelial markers is enriched for neuroendocrine signatures. Pooling of CNV-confirmed CTCs enables whole exome sequencing with high mutant allele fractions. High-throughput CTC enrichment thus enables cell-based liquid biopsy for comprehensive monitoring of cancer.
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Affiliation(s)
- Avanish Mishra
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Shih-Bo Huang
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
- Howard Hughes Medical Institute, Bethesda, MD, 20815, USA
| | - Taronish Dubash
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Risa Burr
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Jon F Edd
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Ben S Wittner
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Quinn E Cunneely
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Victor R Putaturo
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Akansha Deshpande
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Ezgi Antmen
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Kaustav A Gopinathan
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Keisuke Otani
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
- Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
| | - Yoshiyuki Miyazawa
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
- Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
| | - Ji Eun Kwak
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Sara Y Guay
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Justin Kelly
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
- Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
| | - John Walsh
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Linda T Nieman
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Isabella Galler
- Division of Hematology Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - PuiYee Chan
- Division of Hematology Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Michael S Lawrence
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Ryan J Sullivan
- Division of Hematology Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Aditya Bardia
- Division of Hematology Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
- Hematology/Oncology, University of California, Los Angeles, USA
| | - Douglas S Micalizzi
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
- Division of Hematology Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Lecia V Sequist
- Division of Hematology Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Richard J Lee
- Division of Hematology Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Joseph W Franses
- Division of Hematology Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - David T Ting
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
- Division of Hematology Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Patricia A R Brunker
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
| | - Shyamala Maheswaran
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA
| | - David T Miyamoto
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA.
- Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA.
| | - Daniel A Haber
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, MA, 02129, USA.
- Howard Hughes Medical Institute, Bethesda, MD, 20815, USA.
- Division of Hematology Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA.
| | - Mehmet Toner
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA.
- Shriners Children's Boston, Boston, MA, 02114, USA.
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19
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Ji F, Zhang J, Mao L, Tan Y, Ye M, He X, Zhao Y, Liu J, Zhang Y, Zhang N, Shi J, Yan J, Cai X, Zhao B, Jin J, Xu P, Roessler S, Zheng X, Ji J. Liver-specific gene PGRMC1 blocks c-Myc-induced hepatocarcinogenesis through ER stress-independent PERK activation. Nat Commun 2025; 16:50. [PMID: 39747098 PMCID: PMC11696091 DOI: 10.1038/s41467-024-55745-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 12/23/2024] [Indexed: 01/04/2025] Open
Abstract
Roles of liver-specific genes (LSGs) in tumor initiation and progression are rarely explored in hepatocellular carcinoma (HCC). Here we show that LSGs are generally downregulated in HCC tumor tissues compared to non-HCC liver tissues, and low-LSG HCCs show poor prognosis and the activated c-Myc pathway. Among the c-Myc- and patient prognosis-associated LSGs, PGRMC1 significantly blocks c-Myc-induced orthotopic HCC formation. The role of PGRMC1 depends on its localization to the endoplasmic reticulum (ER) membrane, where PGRMC1 interacts with PERK through their ER luminal domains. This interaction in turn activates PERK in an ER stress-independent manner, which phosphorylates eIF2α and consequently inhibits c-Myc protein translation. In HCC patients, PGRMC1 level is significantly reduced in tumor tissues and negatively associated with the c-Myc signature. Patients with low-PGRMC1 in their tumors have poor prognosis. Collectively, deregulated LSGs in HCC are associated with the c-Myc pathway activation and PGRMC1 blocks c-Myc-induced hepatic carcinogenesis through promoting ER stress-independent PERK activation.
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Affiliation(s)
- Fubo Ji
- The MOE Key Laboratory of Biosystems Homeostasis & Protection, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Life Sciences Institute, Zhejiang University, Hangzhou, Zhejiang, 310058, China
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, Zhejiang, 321000, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Jianjuan Zhang
- The MOE Key Laboratory of Biosystems Homeostasis & Protection, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Life Sciences Institute, Zhejiang University, Hangzhou, Zhejiang, 310058, China
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, Zhejiang, 321000, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Liping Mao
- The MOE Key Laboratory of Biosystems Homeostasis & Protection, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Life Sciences Institute, Zhejiang University, Hangzhou, Zhejiang, 310058, China
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, Zhejiang, 321000, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Yaqi Tan
- The MOE Key Laboratory of Biosystems Homeostasis & Protection, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Life Sciences Institute, Zhejiang University, Hangzhou, Zhejiang, 310058, China
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, Zhejiang, 321000, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Meihua Ye
- Zhejiang Provincial People's Hospital, Hangzhou, Zhejiang, 310000, China
| | - Xianglei He
- Zhejiang Provincial People's Hospital, Hangzhou, Zhejiang, 310000, China
| | - Yongzhi Zhao
- The MOE Key Laboratory of Biosystems Homeostasis & Protection, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Life Sciences Institute, Zhejiang University, Hangzhou, Zhejiang, 310058, China
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, Zhejiang, 321000, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Jiaxin Liu
- The MOE Key Laboratory of Biosystems Homeostasis & Protection, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Life Sciences Institute, Zhejiang University, Hangzhou, Zhejiang, 310058, China
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, Zhejiang, 321000, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Yan Zhang
- The MOE Key Laboratory of Biosystems Homeostasis & Protection, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Life Sciences Institute, Zhejiang University, Hangzhou, Zhejiang, 310058, China
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, Zhejiang, 321000, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Nachuan Zhang
- The MOE Key Laboratory of Biosystems Homeostasis & Protection, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Life Sciences Institute, Zhejiang University, Hangzhou, Zhejiang, 310058, China
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, Zhejiang, 321000, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Jiong Shi
- Department of Pathology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu Province, 210008, China
| | - Jianing Yan
- Department of General Surgery, Sir Run Run Shaw Hospital Affiliated to School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310016, China
| | - Xiujun Cai
- Department of General Surgery, Sir Run Run Shaw Hospital Affiliated to School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310016, China
| | - Bin Zhao
- The MOE Key Laboratory of Biosystems Homeostasis & Protection, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Life Sciences Institute, Zhejiang University, Hangzhou, Zhejiang, 310058, China
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, Zhejiang, 321000, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Jianping Jin
- The MOE Key Laboratory of Biosystems Homeostasis & Protection, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Life Sciences Institute, Zhejiang University, Hangzhou, Zhejiang, 310058, China
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, Zhejiang, 321000, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Pinglong Xu
- The MOE Key Laboratory of Biosystems Homeostasis & Protection, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Life Sciences Institute, Zhejiang University, Hangzhou, Zhejiang, 310058, China
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Stephanie Roessler
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, 69120, Germany
| | - Xin Zheng
- Taoharmony Biotech L.L.C., Hangzhou, Zhejiang, 310018, China
| | - Junfang Ji
- The MOE Key Laboratory of Biosystems Homeostasis & Protection, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Life Sciences Institute, Zhejiang University, Hangzhou, Zhejiang, 310058, China.
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, Zhejiang, 321000, China.
- Cancer Center, Zhejiang University, Hangzhou, Zhejiang, 310058, China.
- Department of General Surgery, Sir Run Run Shaw Hospital Affiliated to School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310016, China.
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20
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Elkhadragy L, Carlino MJ, Jordan LR, Pennix T, Ismail N, Guzman G, Samuelson JP, Schook LB, Schachtschneider KM, Gaba RC. Development of a genetically tailored implantation hepatocellular carcinoma model in Oncopigs by somatic cell CRISPR editing. Dis Model Mech 2025; 18:dmm052079. [PMID: 39780710 PMCID: PMC11810043 DOI: 10.1242/dmm.052079] [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: 08/26/2024] [Accepted: 12/27/2024] [Indexed: 01/11/2025] Open
Abstract
Hepatocellular carcinoma (HCC) is an aggressive disease with poor prognosis, necessitating preclinical models for evaluating novel therapies. Large-animal models are particularly valuable for assessing locoregional therapies, which are widely employed across HCC stages. This study aimed to develop a large-animal HCC model with tailored tumor mutations. The Oncopig, a genetically engineered pig with inducible TP53R167H and KRASG12D, was used in the study. Hepatocytes were isolated from Oncopigs and exposed to Cre recombinase in vitro to create HCC cells, and additional mutations were introduced by CRISPR/Cas9 knockout of PTEN and CDKN2A. These edits increased Oncopig HCC cell proliferation and migration. Autologous HCC cells with these CRISPR edits were implanted into Oncopigs using two approaches: ultrasound-guided percutaneous liver injections, which resulted in the development of localized intrahepatic masses, and portal vein injections, which led to multifocal tumors that regressed over time. Tumors developed by both approaches harbored PTEN and CDKN2A knockout mutations. This study demonstrates the feasibility of developing genetically tailored HCC tumors in Oncopigs using somatic cell CRISPR editing and autologous implantation, providing a valuable large-animal model for in vivo therapeutic assessment.
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Affiliation(s)
- Lobna Elkhadragy
- Department of Radiology, University of Illinois at Chicago, Chicago, IL 60612, USA
| | | | - Luke R. Jordan
- Department of Radiology, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Thomas Pennix
- Department of Radiology, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Nahed Ismail
- Department of Pathology, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Grace Guzman
- Department of Pathology, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Jonathan P. Samuelson
- Department of Veterinary Clinical Medicine, University of Illinois at Urbana-Champaign, Champaign, IL 61802, USA
| | - Lawrence B. Schook
- Department of Radiology, University of Illinois at Chicago, Chicago, IL 60612, USA
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Champaign, IL 61801, USA
| | | | - Ron C. Gaba
- Department of Radiology, University of Illinois at Chicago, Chicago, IL 60612, USA
- Department of Pathology, University of Illinois at Chicago, Chicago, IL 60612, USA
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21
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Sae-Fung A, Vinayavekhin N, Fadeel B, Jitkaew S. ACSL3 is an unfavorable prognostic marker in cholangiocarcinoma patients and confers ferroptosis resistance in cholangiocarcinoma cells. NPJ Precis Oncol 2024; 8:284. [PMID: 39706856 DOI: 10.1038/s41698-024-00783-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Accepted: 12/10/2024] [Indexed: 12/23/2024] Open
Abstract
Cholangiocarcinoma (CCA) is a bile duct malignancy. Our previous comprehensive analysis showed that ferroptosis-related genes can stratify CCA patients into low-risk and high-risk groups based on survival time. Here, we explored the role of ferroptosis in CCA by analyzing mRNA expression in CCA patients from public databases. We identified acyl-CoA synthetase long chain family member 3 (ACSL3) as a potential ferroptosis suppressor in high-risk CCA patients. Using a panel of CCA cell lines, we confirmed ACSL3 upregulation in CCA cell lines associated with high-risk CCA, correlating this with resistance to the ferroptosis inducer RSL3. Lipidomic analysis revealed increased monounsaturated fatty acid (MUFA)-containing phospholipids in resistant cell lines. ACSL3 silencing sensitized these cells to RSL3. Resistance to ferroptosis was also dependent on exogenous MUFAs and was enhanced by lipid droplet biogenesis inhibition. These findings highlight ACSL3 as a promising target for therapeutic strategies aimed at overcoming ferroptosis resistance in CCA.
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Affiliation(s)
- Apiwit Sae-Fung
- Graduate Program in Clinical Biochemistry and Molecular Medicine, Department of Clinical Chemistry, Faculty of Allied Health Sciences, Chulalongkorn University, Bangkok, Thailand
- Division of Molecular Toxicology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Nawaporn Vinayavekhin
- Center of Excellence in Natural Products Chemistry, Department of Chemistry, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - Bengt Fadeel
- Division of Molecular Toxicology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Siriporn Jitkaew
- Center of Excellence for Cancer and Inflammation, Department of Clinical Chemistry, Faculty of Allied Health Sciences, Chulalongkorn University, Bangkok, Thailand.
- Department of Clinical Chemistry, Faculty of Allied Health Sciences, Chulalongkorn University, Bangkok, Thailand.
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22
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Ma D, Wei P, Liu H, Hao J, Chen Z, Chu Y, Li Z, Shi W, Yuan Z, Cheng Q, Gao J, Zhu J, Li Z. Multi-omics-driven discovery of invasive patterns and treatment strategies in CA19-9 positive intrahepatic cholangiocarcinoma. J Transl Med 2024; 22:1031. [PMID: 39548460 PMCID: PMC11568536 DOI: 10.1186/s12967-024-05854-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2024] [Accepted: 11/04/2024] [Indexed: 11/18/2024] Open
Abstract
BACKGROUND Intrahepatic cholangiocarcinoma (ICC) is a malignant tumor with a poor prognosis, predominantly CA19-9 positive. High CA19-9 levels correlate with increased aggressiveness and worse outcomes. This study employs multi-omics analysis to reveal molecular features and identify therapeutic targets of CA19-9 positive ICC, aiming to support individualized treatment. METHODS Data from seven clinical cohorts, two whole-exome sequencing cohorts, six RNA sequencing/microarray cohorts, one proteomic cohort, 20 single-cell RNA sequencing samples, and one spatial transcriptome sample were analyzed. Key findings were validated on tissue microarrays from 52 ICC samples. RESULTS CA19-9 positive ICC exhibited poorer OS (median 24.1 v.s. 51.5 months) and RFS (median 11.7 v.s. 28.2 months) compared to negative group (all P < 0.05). Genomic analysis revealed a higher KRAS mutation frequency in the positive group and a greater prevalence of IDH1/2 mutations in the negative group (all P < 0.05). Transcriptomic analysis indicated upregulated glycolysis pathways in CA19-9 positive ICC. Single-cell analysis identified specific glycolysis-related cell subclusters associated with poor prognosis, including Epi_SLC2A1, CAF_VEGFA, and Mph_SPP1. Higher hypoxia in the CA19-9 positive group led to metabolic reprogramming and promoted these cells' formation. These cells formed interactive communities promoting epithelial-mesenchymal transition (EMT) and angiogenesis. Drug sensitivity analysis identified six potential therapeutic drugs. CONCLUSIONS This study systematically elucidated the clinical, genomic, transcriptomic, and immune features of CA19-9 positive ICC. It reveals glycolysis-associated cellular communities and their cancer-promoting mechanisms, enhancing our understanding of ICC and laying the groundwork for individualized therapeutic strategies.
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Affiliation(s)
- Delin Ma
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Pengcheng Wei
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Hengkang Liu
- Peking University-Yunnan Baiyao International Medical Research Center, Beijing, 100191, China
| | - Jialing Hao
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Zhuomiaoyu Chen
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Yingming Chu
- Peking University First Hospital, Beijing, 100191, China
| | - Zuyin Li
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Wenzai Shi
- Department of Hepatobiliary Surgery, Peking University International Hospital, Life Park Road No.1 Life Science Park of Zhong Guancun, Chang Ping District, Beijing, 102206, China
| | - Zhigao Yuan
- Department of General Surgery, Civil Aviation General Hospital, Beijing, 100123, China
| | - Qian Cheng
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Jie Gao
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Jiye Zhu
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China.
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China.
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China.
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China.
| | - Zhao Li
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China.
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China.
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China.
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China.
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23
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Yin T, Zhang X, Xiong Y, Li B, Guo D, Sha Z, Lin X, Wu H. Exploring gut microbial metabolites as key players in inhibition of cancer progression: Mechanisms and therapeutic implications. Microbiol Res 2024; 288:127871. [PMID: 39137590 DOI: 10.1016/j.micres.2024.127871] [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] [Revised: 07/19/2024] [Accepted: 08/06/2024] [Indexed: 08/15/2024]
Abstract
The gut microbiota plays a critical role in numerous biochemical processes essential for human health, such as metabolic regulation and immune system modulation. An increasing number of research suggests a strong association between the gut microbiota and carcinogenesis. The diverse metabolites produced by gut microbiota can modulate cellular gene expression, cell cycle dynamics, apoptosis, and immune system functions, thereby exerting a profound influence on cancer development and progression. A healthy gut microbiota promotes substance metabolism, stimulates immune responses, and thereby maintains the long-term homeostasis of the intestinal microenvironment. When the gut microbiota becomes imbalanced and disrupts the homeostasis of the intestinal microenvironment, the risk of various diseases increases. This review aims to elucidate the impact of gut microbial metabolites on cancer initiation and progression, focusing on short-chain fatty acids (SCFAs), polyamines (PAs), hydrogen sulfide (H2S), secondary bile acids (SBAs), and microbial tryptophan catabolites (MTCs). By detailing the roles and molecular mechanisms of these metabolites in cancer pathogenesis and therapy, this article sheds light on dual effects on the host at different concentrations of metabolites and offers new insights into cancer research.
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Affiliation(s)
- Tianxiang Yin
- School of Life Sciences, Chongqing University, Chongqing 401331, China
| | - Xiang Zhang
- Medical School, Yan'an University, Yan'an 716000, China
| | - Yan Xiong
- School of Life Sciences, Chongqing University, Chongqing 401331, China
| | - Bohao Li
- School of Life Sciences, Chongqing University, Chongqing 401331, China
| | - Dong Guo
- School of Life Sciences, Chongqing University, Chongqing 401331, China
| | - Zhou Sha
- School of Life Sciences, Chongqing University, Chongqing 401331, China
| | - Xiaoyuan Lin
- Department of Clinical Microbiology and Immunology, College of Pharmacy and Medical Laboratory, Army Medical University (Third Military Medical University), Chongqing 400038, China.
| | - Haibo Wu
- School of Life Sciences, Chongqing University, Chongqing 401331, China.
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Deng M, Liu J, Zhang L, Lou Y, Qiu Y. Identification of molecular subtypes based on bile acid metabolism in cholangiocarcinoma. BMC Cancer 2024; 24:1313. [PMID: 39455933 PMCID: PMC11515294 DOI: 10.1186/s12885-024-13081-0] [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: 05/16/2024] [Accepted: 10/21/2024] [Indexed: 10/28/2024] Open
Abstract
BACKGROUND Cholangiocarcinoma is a highly heterogeneous tumor with bile acid metabolism involving in its development. The aim of this study was to characterize bile acid metabolism and identify specific subtypes to better stratify cholangiocarcinoma patients for individualized treatment and prognostic assessment. METHODS A total of 30 bile acids were quantified using the ultra-performance liquid chromatography tandem mass spectrometry. Using Consensus clustering, the molecular subtypes related to bile acid metabolism were identified. The prognosis, clinicopathologic characteristics, immune landscape, and therapeutic response were compared between these subtypes. The single-cell RNA sequencing (scRNA-seq) analysis and preliminary cell experiment were also conducted to verify our findings. RESULTS The altered bile acid profile and genetic variation of bile acid metabolism-related genes in cholangiocarcinoma were demonstrated. The cholangiocarcinoma was categorized into bile acid metabolism-active and -inactive subtypes with different prognoses, clinicopathologic characteristics, tumor microenvironments (TME) and therapeutic responses. This categorization was reproducible and predictable. Specifically, the bile acid metabolism-active subtype showed a poor prognosis with an immunosuppressive microenvironment and an inactive response to immunotherapy, while the bile acid metabolism-inactive subtype showed the opposite characteristics. Moreover, the scRNA-seq revealed that immunotherapy altered bile acid metabolism in TME of cholangiocarcinoma. Finally, a prognostic signature related to bile acid metabolism was developed, which exhibited strong power for prognostic assessment of cholangiocarcinoma. Consistently, these results were verified by immunohistochemistry, cell proliferation, migration, and apoptosis assays. CONCLUSION In conclusion, a novel cholangiocarcinoma classification based on bile acid metabolism was established. This classification was significant for the estimation of TME and prognosis.
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Affiliation(s)
- Mingxia Deng
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Key Laboratory for Drug Evaluation and Clinical Research of Zhejiang Province, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310003, China
| | - Jing Liu
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Key Laboratory for Drug Evaluation and Clinical Research of Zhejiang Province, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310003, China
| | - Li Zhang
- Department of Gastroenterology and Hepatology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, 210000, China
| | - Yan Lou
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Key Laboratory for Drug Evaluation and Clinical Research of Zhejiang Province, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310003, China.
| | - Yunqing Qiu
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Key Laboratory for Drug Evaluation and Clinical Research of Zhejiang Province, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310003, China.
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25
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Pupacdi B, Loffredo CA, Budhu A, Rabibhadana S, Bhudhisawasdi V, Pairojkul C, Sukeepaisarnjaroen W, Pugkhem A, Luvira V, Lertprasertsuke N, Chotirosniramit A, Auewarakul CU, Ungtrakul T, Sricharunrat T, Sangrajrang S, Phornphutkul K, Albert PS, Kim S, Harris CC, Mahidol C, Wang XW, Ruchirawat M. The landscape of etiological patterns of hepatocellular carcinoma and intrahepatic cholangiocarcinoma in Thailand. Int J Cancer 2024; 155:1387-1399. [PMID: 38761410 PMCID: PMC11326978 DOI: 10.1002/ijc.35034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 04/05/2024] [Accepted: 04/24/2024] [Indexed: 05/20/2024]
Abstract
Thailand is among countries with the highest global incidence and mortality rates of hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (iCCA). While viral hepatitis and liver fluke infections have been associated with HCC and iCCA, respectively, other environmental risk factors, overall risk factor commonality and combinatorial roles, and effects on survival have not been systematically examined. We conducted a TIGER-LC consortium-based population study covering all high-incidence areas of both malignancies across Thailand: 837 HCC, 1474 iCCA, and 1112 controls (2011-2019) were comprehensively queried on lifelong environmental exposures, lifestyle, and medical history. Multivariate logistic regression and Cox proportional hazards analyses were used to evaluate risk factors and associated survival patterns. Our models identified shared risk factors between HCC and iCCA, such as viral hepatitis infection, liver fluke infection, and diabetes, including novel and shared associations of agricultural pesticide exposure (OR range of 1.50; 95% CI: 1.06-2.11 to 2.91; 95% CI: 1.82-4.63) along with vulnerable sources of drinking water. Most patients had multiple risk factors, magnifying their risk considerably. Patients with lower risk levels had better survival in both HCC (HR 0.78; 95% CI: 0.64-0.96) and iCCA (HR 0.84; 95% CI: 0.70-0.99). Risk factor co-exposures and their common associations with HCC and iCCA in Thailand emphasize the importance for future prevention and control measures, especially in its large agricultural sector. The observed mortality patterns suggest ways to stratify patients for anticipated survivorship and develop plans to support medical care of longer-term survivors, including behavioral changes to reduce exposures.
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Affiliation(s)
- Benjarath Pupacdi
- Translational Research Unit, Chulabhorn Research Institute, Bangkok, Thailand
| | | | - Anuradha Budhu
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Siritida Rabibhadana
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok, Thailand
| | - Vajarabhongsa Bhudhisawasdi
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok, Thailand
- Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | | | | | - Ake Pugkhem
- Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Vor Luvira
- Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | | | | | - Chirayu U Auewarakul
- Princess Srisavangavadhana College of Medicine, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Teerapat Ungtrakul
- Princess Srisavangavadhana College of Medicine, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Thaniya Sricharunrat
- Pathology and Forensic Medicine Department, Chulabhorn Hospital, Chulabhorn Royal Academy, Bangkok, Thailand
| | | | | | - Paul S Albert
- Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Sungduk Kim
- Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Curtis C Harris
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Chulabhorn Mahidol
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok, Thailand
| | - Xin Wei Wang
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Mathuros Ruchirawat
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok, Thailand
- Center of Excellence on Environmental Health and Toxicology (EHT), OPS, MHESI, Bangkok, Thailand
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26
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Ma W, Zhang J, Chen W, Liu N, Wu T. Notch-Driven Cholangiocarcinogenesis Involves the Hippo Pathway Effector TAZ via METTL3-m6A-YTHDF1. Cell Mol Gastroenterol Hepatol 2024; 19:101417. [PMID: 39369960 PMCID: PMC11612812 DOI: 10.1016/j.jcmgh.2024.101417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 09/25/2024] [Accepted: 09/26/2024] [Indexed: 10/08/2024]
Abstract
BACKGROUND & AIMS Notch and TAZ are implicated in cholangiocarcinogenesis, but whether and how these oncogenic molecules interact remain unknown. METHODS The development of cholangiocarcinoma (CCA) was induced by hydrodynamic tail vein injection of oncogenes (Notch1 intracellular domain [NICD]/AKT) to the FVB/NJ mice. CCA xenograft was developed by inoculation of human CCA cells into the livers of SCID mice. Tissues and cells were analyzed using quantitative reverse transcription polymerase chain reaction, Western blotting analyses, immunohistochemistry, chromatin immunoprecipitation-quantitative polymerase chain reaction and WST-1 cell proliferation assay. RESULTS Our experimental findings show that TAZ is indispensable in NICD-driven cholangiocarcinogenesis. Notch activation induces the expression of methyltransferase like-3 (METTL3), which catalyzes N6-methyladenosine modification of TAZ mRNA and that this mechanism plays a central role in the crosstalk between Notch and TAZ in CCA cells. Mechanistically, Notch regulates the expression of METTL3 through the binding of NICD to its downstream transcription factor CSL in the promoter region of METTL3. METTL3 in turn mediates N6-methyladenosine modification of TAZ mRNA, which is recognized by the m6A reader YTHDF1 to enhance TAZ protein translation. We observed that inhibition of Notch signaling decreased the protein levels of both MELLT3 and TAZ. Depletion of METTL3 by short hairpin RNAs or by the next generation GapmeR antisense oligonucleotides decreased the level of TAZ protein and inhibited the growth of human CCA cells in vitro and in mice. CONCLUSIONS This study describes a novel Notch-METTL3-TAZ signaling cascade, which is important in CCA development and progression. Our experimental results provide new insight into how the Notch pathway cooperates with TAZ signaling in CCA, and the findings may have important therapeutic implications.
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Affiliation(s)
- Wenbo Ma
- Department of Pathology and Laboratory Medicine, Tulane University School of Medicine, New Orleans, Louisiana
| | - Jinqiang Zhang
- Department of Pathology and Laboratory Medicine, Tulane University School of Medicine, New Orleans, Louisiana
| | - Weina Chen
- Department of Pathology and Laboratory Medicine, Tulane University School of Medicine, New Orleans, Louisiana
| | - Nianli Liu
- Department of Pathology and Laboratory Medicine, Tulane University School of Medicine, New Orleans, Louisiana
| | - Tong Wu
- Department of Pathology and Laboratory Medicine, Tulane University School of Medicine, New Orleans, Louisiana.
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Kajornsrichon W, Chaisaingmongkol J, Pomyen Y, Tit-Oon P, Wang XW, Ruchirawat M, Fuangthong M. Identification of autoantibodies as potential non-invasive biomarkers for intrahepatic cholangiocarcinoma. Sci Rep 2024; 14:20012. [PMID: 39198554 PMCID: PMC11358490 DOI: 10.1038/s41598-024-70595-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 08/19/2024] [Indexed: 09/01/2024] Open
Abstract
Intrahepatic cholangiocarcinoma (iCCA) presents a challenging diagnosis due to its nonspecific early clinical manifestations, often resulting in late-stage detection and high mortality. Diagnosing iCCA is further complicated by its limited accuracy, often necessitating multiple invasive procedures for precise identification. Despite carbohydrate antigen 19-9 (CA19-9) having been investigated and employed for iCCA diagnosis, it demonstrates modest diagnostic performance. Consequently, the identification of novel biomarkers with improved sensitivity and specificity remains an imperative yet formidable task. Autoantibodies, as early indicators of the immune response against cancer, offer a promising avenue for enhancing diagnostic accuracy. Our study aimed to identify non-invasive blood-based autoantibody biomarkers capable of distinguishing iCCA patients from healthy individuals (CTRs). We profiled autoantibodies in 26 serum samples (16 iCCAs and 10 CTRs) using protein microarrays containing 1622 functional proteins. Leveraging machine learning techniques, we identified a signature composed of three autoantibody biomarkers (NDE1, PYCR1, and VIM) in conjunction with CA19-9 for iCCA detection. This combined signature demonstrated superior diagnostic performance with an AUC of 96.9%, outperforming CA19-9 alone (AUC: 83.8%). These results suggest the potential of autoantibody biomarkers to develop a complementary non-invasive diagnostic utility for routine iCCA screening.
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Grants
- CGS2562/01 Chulabhorn Graduate Scholarship
- 2536699/42113 Ministry of Higher Education, Science, Research and Innovation, and Thailand Science Research and Innovation (TSRI), Chulabhorn Research Institute
- 48292/4691968 Ministry of Higher Education, Science, Research and Innovation, and Thailand Science Research and Innovation (TSRI), Chulabhorn Research Institute
- Intramural Program of the Center for Cancer Research, National Cancer Institute
- Center of Excellence on Environmental Health and Toxicology (EHT), OPS
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Affiliation(s)
- Wachira Kajornsrichon
- Program in Applied Biological Sciences, Chulabhorn Graduate Institute, Bangkok, 10210, Thailand
| | - Jittiporn Chaisaingmongkol
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok, 10210, Thailand
- Center of Excellence on Environmental Health and Toxicology (EHT), OPS, MHESI, Bangkok, Thailand
| | - Yotsawat Pomyen
- Translational Research Unit, Chulabhorn Research Institute, Bangkok, 10210, Thailand
| | - Phanthakarn Tit-Oon
- Translational Research Unit, Chulabhorn Research Institute, Bangkok, 10210, Thailand
| | - Xin Wei Wang
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Mathuros Ruchirawat
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok, 10210, Thailand
- Center of Excellence on Environmental Health and Toxicology (EHT), OPS, MHESI, Bangkok, Thailand
- Translational Research Unit, Chulabhorn Research Institute, Bangkok, 10210, Thailand
| | - Mayuree Fuangthong
- Program in Applied Biological Sciences, Chulabhorn Graduate Institute, Bangkok, 10210, Thailand.
- Center of Excellence on Environmental Health and Toxicology (EHT), OPS, MHESI, Bangkok, Thailand.
- Translational Research Unit, Chulabhorn Research Institute, Bangkok, 10210, Thailand.
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28
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Porreca V, Barbagallo C, Corbella E, Peres M, Stella M, Mignogna G, Maras B, Ragusa M, Mancone C. Unveil Intrahepatic Cholangiocarcinoma Heterogeneity through the Lens of Omics and Multi-Omics Approaches. Cancers (Basel) 2024; 16:2889. [PMID: 39199659 PMCID: PMC11352949 DOI: 10.3390/cancers16162889] [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: 07/24/2024] [Revised: 08/12/2024] [Accepted: 08/16/2024] [Indexed: 09/01/2024] Open
Abstract
Intrahepatic cholangiocarcinoma (iCCA) is recognized worldwide as the second leading cause of morbidity and mortality among primary liver cancers, showing a continuously increasing incidence rate in recent years. iCCA aggressiveness is revealed through its rapid and silent intrahepatic expansion and spread through the lymphatic system leading to late diagnosis and poor prognoses. Multi-omics studies have aggregated information derived from single-omics data, providing a more comprehensive understanding of the phenomena being studied. These approaches are gradually becoming powerful tools for investigating the intricate pathobiology of iCCA, facilitating the correlation between molecular signature and phenotypic manifestation. Consequently, preliminary stratifications of iCCA patients have been proposed according to their "omics" features opening the possibility of identifying potential biomarkers for early diagnosis and developing new therapies based on personalized medicine (PM). The focus of this review is to provide new and advanced insight into the molecular pathobiology of the iCCA, starting from single- to the latest multi-omics approaches, paving the way for translating new basic research into therapeutic practices.
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Affiliation(s)
- Veronica Porreca
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (E.C.); (M.P.)
| | - Cristina Barbagallo
- Section of Biology and Genetics, Department of Biomedical and Biotechnological Sciences, University of Catania, 95123 Catania, Italy; (C.B.); (M.S.); (M.R.)
| | - Eleonora Corbella
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (E.C.); (M.P.)
| | - Marco Peres
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (E.C.); (M.P.)
| | - Michele Stella
- Section of Biology and Genetics, Department of Biomedical and Biotechnological Sciences, University of Catania, 95123 Catania, Italy; (C.B.); (M.S.); (M.R.)
| | - Giuseppina Mignogna
- Department of Biochemistry Science, Sapienza University of Rome, 00185 Rome, Italy; (G.M.); (B.M.)
| | - Bruno Maras
- Department of Biochemistry Science, Sapienza University of Rome, 00185 Rome, Italy; (G.M.); (B.M.)
| | - Marco Ragusa
- Section of Biology and Genetics, Department of Biomedical and Biotechnological Sciences, University of Catania, 95123 Catania, Italy; (C.B.); (M.S.); (M.R.)
| | - Carmine Mancone
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (E.C.); (M.P.)
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29
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Wang D, Ma Z. Association between obesity and liver cancer from 2012 to 2023: Bibliometric analysis and global trends. Medicine (Baltimore) 2024; 103:e39167. [PMID: 39093765 PMCID: PMC11296448 DOI: 10.1097/md.0000000000039167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 07/11/2024] [Indexed: 08/04/2024] Open
Abstract
Incidence rates of liver cancer have increased worldwide in recent decades, making it a major public health problem globally. Obesity can be caused by multiple factors and promotes the development of liver cancer in many ways. Although the research on the association between obesity and liver cancer was previously explored, we first employed bibliometrics to analyze the current research status. From 2012 to 2023, the Web of Science Core Collection database was searched for studies regarding the association between obesity and liver cancer. To evaluate worldwide trends and research hotspots in this topic, bibliometric analysis tools such as VOSviewer, CiteSpace, and R Package were employed. Altogether 233 eligible publications, consisting of 167 articles and 66 reviews, were analyzed. The yearly number of publications and average citation numbers have increased over the last 11 years, particularly the last 6 years. The great majority of published articles on this topic originated from the United States (n = 89, 38.20%), followed by China (n = 60, 25.75%), and England (n = 23, 9.87%). In this subject's research, American scholars embodied considerable production, great prominence, and high academic influence. The most cited article was Yoshimoto, S et al of Japan Science and Technology Agency published in 2013 with a citation number of 1410. We apply bibliometric analysis for the first time in this field, expecting to help scholars efficiently and effectively retrieve the association between obesity and liver cancer.
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Affiliation(s)
- Donghong Wang
- Harbin Medical University, Harbin, Heilongjiang, China
- The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Zhibin Ma
- Harbin Medical University, Harbin, Heilongjiang, China
- The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
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30
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Jang B, Kwon SM, Kim JH, Kim JM, Chung T, Yoo JE, Kim H, Calderaro J, Woo HG, Park YN. Transcriptomic profiling of intermediate cell carcinoma of the liver. Hepatol Commun 2024; 8:e0505. [PMID: 39101773 PMCID: PMC11299988 DOI: 10.1097/hc9.0000000000000505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 05/31/2024] [Indexed: 08/06/2024] Open
Abstract
BACKGROUND Intermediate cell carcinoma (Int-CA) is a rare and enigmatic primary liver cancer characterized by uniform tumor cells exhibiting mixed features of both HCC and intrahepatic cholangiocarcinoma. Despite the unique pathological features of int-CA, its molecular characteristics remain unclear yet. METHODS RNA sequencing and whole genome sequencing profiling were performed on int-CA tumors and compared with those of HCC and intrahepatic cholangiocarcinoma. RESULTS Int-CAs unveiled a distinct and intermediate transcriptomic feature that is strikingly different from both HCC and intrahepatic cholangiocarcinoma. The marked abundance of splicing events leading to intron retention emerged as a signature feature of int-CA, along with a prominent expression of Notch signaling. Further exploration revealed that METTL16 was suppressed within int-CA, showing a DNA copy number-dependent transcriptional deregulation. Notably, experimental investigations confirmed that METTL16 suppression facilitated invasive tumor characteristics through the activation of the Notch signaling cascade. CONCLUSIONS Our results provide a molecular landscape of int-CA featured by METTL16 suppression and frequent intron retention events, which may play pivotal roles in the acquisition of the aggressive phenotype of Int-CA.
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Affiliation(s)
- Byungchan Jang
- Department of Physiology, Ajou University School of Medicine, Suwon, Republic of Korea
- Department of Biomedical Science, Graduate School, Ajou University, Suwon, Republic of Korea
| | - So Mee Kwon
- Department of Physiology, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Jang Hyun Kim
- Department of Physiology, Ajou University School of Medicine, Suwon, Republic of Korea
- Department of Biomedical Science, Graduate School, Ajou University, Suwon, Republic of Korea
| | - Jung Mo Kim
- Ajou Translational Omics Center (ATOC), Research Institute for Innovative Medicine, Ajou University Medical Center, Suwon, Republic of Korea
| | - Taek Chung
- Department of Pathology, Graduate School of Medical Science, Brain Korea 21 Project, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jeong Eun Yoo
- Department of Pathology, Graduate School of Medical Science, Brain Korea 21 Project, Yonsei University College of Medicine, Seoul, Republic of Korea
- Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Haeryoung Kim
- Department of Pathology, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Julien Calderaro
- Department of Pathology, Assistance Publique Hôpitaux de Paris, Groupe Hospitalier Henri Mondor, Créteil, France
| | - Hyun Goo Woo
- Department of Physiology, Ajou University School of Medicine, Suwon, Republic of Korea
- Department of Biomedical Science, Graduate School, Ajou University, Suwon, Republic of Korea
- Ajou Translational Omics Center (ATOC), Research Institute for Innovative Medicine, Ajou University Medical Center, Suwon, Republic of Korea
| | - Young Nyun Park
- Department of Pathology, Graduate School of Medical Science, Brain Korea 21 Project, Yonsei University College of Medicine, Seoul, Republic of Korea
- Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
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31
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Chen K, Shuen TWH, Chow PKH. The association between tumour heterogeneity and immune evasion mechanisms in hepatocellular carcinoma and its clinical implications. Br J Cancer 2024; 131:420-429. [PMID: 38760445 PMCID: PMC11300599 DOI: 10.1038/s41416-024-02684-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 04/04/2024] [Accepted: 04/05/2024] [Indexed: 05/19/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is the third leading cause of cancer-related mortality worldwide. The emergence of combination therapy, atezolizumab (anti-PDL1, immune checkpoint inhibitor) and bevacizumab (anti-VEGF) has revolutionised the management of HCC. Despite this breakthrough, the best overall response rate with first-line systemic therapy is only about 30%, owing to intra-tumoural heterogeneity, complex tumour microenvironment and the lack of predictive biomarkers. Many groups have attempted to classify HCC based on the immune microenvironment and have consistently observed better outcomes in immunologically "hot" HCC. We summarised possible mechanisms of tumour immune evasion based on the latest literature and the rationale for combination/sequential therapy to improve treatment response. Lastly, we proposed future strategies and therapies to overcome HCC immune evasion to further improve treatment outcomes of HCC.
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Affiliation(s)
- Kaina Chen
- Department of Gastroenterology & Hepatology, Singapore General Hospital, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | - Timothy W H Shuen
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore
| | - Pierce K H Chow
- Duke-NUS Medical School, Singapore, Singapore.
- Department of Hepato-pancreato-biliary and Transplant Surgery, National Cancer Centre Singapore and Singapore General Hospital, Singapore, Singapore.
- Program in Translational and Clinical Liver Cancer Research, National Cancer Centre Singapore, Singapore, Singapore.
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Wang X, Zhu Z. A Mendelian randomization analysis reveals the multifaceted role of the skin microbiota in liver cancer. Front Microbiol 2024; 15:1422132. [PMID: 39113845 PMCID: PMC11303314 DOI: 10.3389/fmicb.2024.1422132] [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: 04/23/2024] [Accepted: 07/03/2024] [Indexed: 08/10/2024] Open
Abstract
Background Hepatocellular carcinoma (HCC, or hepatic cancer, HC) and cholangiocarcinoma (CCA, or hepatic bile duct cancer, HBDC) are two major types of primary liver cancer (PLC). Previous studies have suggested that microbiota can either act as risk factors or preventive factors in PLC. However, no study has reported the relationship between skin microbiota and PLC. Therefore, we conducted a two-sample Mendelian randomization (MR) study to assess the causality between skin microbiota and PLC. Methods Data from the genome-wide association study (GWAS) on skin microbiota were collected. The GWAS summary data of GCST90018803 (HBDC) and GCST90018858 (HC) were utilized in the discovery and verification phases, respectively. The inverse variance weighted (IVW) method was utilized as the principal method in our MR study. The MR-Egger intercept test, Cochran's Q-test, MR-Pleiotropy RESidual Sum and Outlier (MR-PRESSO), and leave-one-out analysis were conducted to identify the heterogeneity and pleiotropy. Results The results showed that Veillonella (unc.) plays a protective role in HBDC, while the family Neisseriaceae has a positive association with HBDC risk. The class Betaproteobacteria, Veillonella (unc.), and the phylum Bacillota (Firmicutes) play a protective role in HC. Staphylococcus epidermidis, Corynebacterium (unc.), the family Neisseriaceae, and Pasteurellaceae sp. were associated with an increased risk of HC. Conclusion This study provided new evidence regarding the association between skin microbiota and PLC, suggesting that skin microbiota plays a role in PLC progression. Skin microbiota could be a novel and effective way for PLC diagnosis and treatment.
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Affiliation(s)
- Xiaoxue Wang
- Department of Dermatology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Zexin Zhu
- Department of Surgical Oncology, The Comprehensive Breast Care Center, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
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Pallozzi M, De Gaetano V, Di Tommaso N, Cerrito L, Santopaolo F, Stella L, Gasbarrini A, Ponziani FR. Role of Gut Microbial Metabolites in the Pathogenesis of Primary Liver Cancers. Nutrients 2024; 16:2372. [PMID: 39064815 PMCID: PMC11280141 DOI: 10.3390/nu16142372] [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: 05/29/2024] [Revised: 07/08/2024] [Accepted: 07/10/2024] [Indexed: 07/28/2024] Open
Abstract
Hepatobiliary malignancies, which include hepatocellular carcinoma (HCC) and cholangiocarcinoma (CCA), are the sixth most common cancers and the third leading cause of cancer-related death worldwide. Hepatic carcinogenesis is highly stimulated by chronic inflammation, defined as fibrosis deposition, and an aberrant imbalance between liver necrosis and nodular regeneration. In this context, the gut-liver axis and gut microbiota have demonstrated a critical role in the pathogenesis of HCC, as dysbiosis and altered intestinal permeability promote bacterial translocation, leading to chronic liver inflammation and tumorigenesis through several pathways. A few data exist on the role of the gut microbiota or bacteria resident in the biliary tract in the pathogenesis of CCA, and some microbial metabolites, such as choline and bile acids, seem to show an association. In this review, we analyze the impact of the gut microbiota and its metabolites on HCC and CCA development and the role of gut dysbiosis as a biomarker of hepatobiliary cancer risk and of response during anti-tumor therapy. We also discuss the future application of gut microbiota in hepatobiliary cancer management.
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Affiliation(s)
- Maria Pallozzi
- Liver Unit, Centro Malattie dell’Apparato Digerente (CEMAD), Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario Gemelli Istituto di Ricovero e Cura a Carattere Scientifico, IRCCS, 00168 Rome, Italy; (M.P.); (V.D.G.); (N.D.T.); (L.C.); (F.S.); (L.S.); (A.G.)
| | - Valeria De Gaetano
- Liver Unit, Centro Malattie dell’Apparato Digerente (CEMAD), Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario Gemelli Istituto di Ricovero e Cura a Carattere Scientifico, IRCCS, 00168 Rome, Italy; (M.P.); (V.D.G.); (N.D.T.); (L.C.); (F.S.); (L.S.); (A.G.)
| | - Natalia Di Tommaso
- Liver Unit, Centro Malattie dell’Apparato Digerente (CEMAD), Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario Gemelli Istituto di Ricovero e Cura a Carattere Scientifico, IRCCS, 00168 Rome, Italy; (M.P.); (V.D.G.); (N.D.T.); (L.C.); (F.S.); (L.S.); (A.G.)
| | - Lucia Cerrito
- Liver Unit, Centro Malattie dell’Apparato Digerente (CEMAD), Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario Gemelli Istituto di Ricovero e Cura a Carattere Scientifico, IRCCS, 00168 Rome, Italy; (M.P.); (V.D.G.); (N.D.T.); (L.C.); (F.S.); (L.S.); (A.G.)
| | - Francesco Santopaolo
- Liver Unit, Centro Malattie dell’Apparato Digerente (CEMAD), Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario Gemelli Istituto di Ricovero e Cura a Carattere Scientifico, IRCCS, 00168 Rome, Italy; (M.P.); (V.D.G.); (N.D.T.); (L.C.); (F.S.); (L.S.); (A.G.)
| | - Leonardo Stella
- Liver Unit, Centro Malattie dell’Apparato Digerente (CEMAD), Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario Gemelli Istituto di Ricovero e Cura a Carattere Scientifico, IRCCS, 00168 Rome, Italy; (M.P.); (V.D.G.); (N.D.T.); (L.C.); (F.S.); (L.S.); (A.G.)
| | - Antonio Gasbarrini
- Liver Unit, Centro Malattie dell’Apparato Digerente (CEMAD), Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario Gemelli Istituto di Ricovero e Cura a Carattere Scientifico, IRCCS, 00168 Rome, Italy; (M.P.); (V.D.G.); (N.D.T.); (L.C.); (F.S.); (L.S.); (A.G.)
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Francesca Romana Ponziani
- Liver Unit, Centro Malattie dell’Apparato Digerente (CEMAD), Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario Gemelli Istituto di Ricovero e Cura a Carattere Scientifico, IRCCS, 00168 Rome, Italy; (M.P.); (V.D.G.); (N.D.T.); (L.C.); (F.S.); (L.S.); (A.G.)
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
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Ding GY, Tan WM, Lin YP, Ling Y, Huang W, Zhang S, Shi JY, Luo RK, Ji Y, Wang XY, Zhou J, Fan J, Cai MY, Yan B, Gao Q. Mining the interpretable prognostic features from pathological image of intrahepatic cholangiocarcinoma using multi-modal deep learning. BMC Med 2024; 22:282. [PMID: 38972973 PMCID: PMC11229270 DOI: 10.1186/s12916-024-03482-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 06/13/2024] [Indexed: 07/09/2024] Open
Abstract
BACKGROUND The advances in deep learning-based pathological image analysis have invoked tremendous insights into cancer prognostication. Still, lack of interpretability remains a significant barrier to clinical application. METHODS We established an integrative prognostic neural network for intrahepatic cholangiocarcinoma (iCCA), towards a comprehensive evaluation of both architectural and fine-grained information from whole-slide images. Then, leveraging on multi-modal data, we conducted extensive interrogative approaches to the models, to extract and visualize the morphological features that most correlated with clinical outcome and underlying molecular alterations. RESULTS The models were developed and optimized on 373 iCCA patients from our center and demonstrated consistent accuracy and robustness on both internal (n = 213) and external (n = 168) cohorts. The occlusion sensitivity map revealed that the distribution of tertiary lymphoid structures, the geometric traits of the invasive margin, the relative composition of tumor parenchyma and stroma, the extent of necrosis, the presence of the disseminated foci, and the tumor-adjacent micro-vessels were the determining architectural features that impacted on prognosis. Quantifiable morphological vector extracted by CellProfiler demonstrated that tumor nuclei from high-risk patients exhibited significant larger size, more distorted shape, with less prominent nuclear envelope and textural contrast. The multi-omics data (n = 187) further revealed key molecular alterations left morphological imprints that could be attended by the network, including glycolysis, hypoxia, apical junction, mTORC1 signaling, and immune infiltration. CONCLUSIONS We proposed an interpretable deep-learning framework to gain insights into the biological behavior of iCCA. Most of the significant morphological prognosticators perceived by the network are comprehensible to human minds.
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Affiliation(s)
- Guang-Yu Ding
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China
| | - Wei-Min Tan
- School of Computer Science, Shanghai Key Laboratory of Intelligent Information Processing, Fudan University, No.2005, Song Hu Road, Shanghai, 200433, China
| | - You-Pei Lin
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China
| | - Yu Ling
- School of Computer Science, Shanghai Key Laboratory of Intelligent Information Processing, Fudan University, No.2005, Song Hu Road, Shanghai, 200433, China
| | - Wen Huang
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Shu Zhang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China
| | - Jie-Yi Shi
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China
| | - Rong-Kui Luo
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Yuan Ji
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Xiao-Ying Wang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China
| | - Jian Zhou
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China
- Institute of Biomedical Sciences, Fudan University, Shanghai, 200032, China
| | - Jia Fan
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China
- Institute of Biomedical Sciences, Fudan University, Shanghai, 200032, China
| | - Mu-Yan Cai
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, No.651 Dongfeng Road East, Guangzhou, 510060, China.
| | - Bo Yan
- School of Computer Science, Shanghai Key Laboratory of Intelligent Information Processing, Fudan University, No.2005, Song Hu Road, Shanghai, 200433, China.
| | - Qiang Gao
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China.
- Institute of Biomedical Sciences, Fudan University, Shanghai, 200032, China.
- State Key Laboratory of Genetic Engineering, Fudan University, Shanghai, 200433, China.
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Chiablaem K, Jinawath A, Nuanpirom J, Arora JK, Nasaree S, Thanomchard T, Singhto N, Chittavanich P, Suktitipat B, Charoensawan V, Chairoungdua A, Jinn-Chyuan Sheu J, Kiyotani K, Svasti J, Nakamura Y, Jinawath N. Identification of RNF213 as a Potential Suppressor of Local Invasion in Intrahepatic Cholangiocarcinoma. J Transl Med 2024; 104:102074. [PMID: 38723854 DOI: 10.1016/j.labinv.2024.102074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 04/08/2024] [Accepted: 04/30/2024] [Indexed: 06/14/2024] Open
Abstract
Intrahepatic cholangiocarcinoma (ICC) is a lethal cancer with poor survival especially when it spreads. The histopathology of its rare intraductal papillary neoplasm of the bile duct type (IPNB) characteristically shows cancer cells originating within the confined bile duct space. These cells eventually invade and infiltrate the nearby liver tissues, making it a good model to study the mechanism of local invasion, which is the earliest step of metastasis. To discover potential suppressor genes of local invasion in ICC, we analyzed the somatic mutation profiles and performed clonal evolution analyses of the 11 pairs of macrodissected locally invasive IPNB tissues (LI-IPNB) and IPNB tissues without local invasion from the same patients. We identified a protein-truncating variant in an E3 ubiquitin ligase, RNF213 (c.6967C>T; p.Gln2323X; chr17: 78,319,102 [hg19], exon 29), as the most common protein-truncating variant event in LI-IPNB samples (4/11 patients). Knockdown of RNF213 in HuCCT1 and YSCCC cells showed increased migration and invasion, and reduced vasculogenic mimicry but maintained normal proliferation. Transcriptomic analysis of the RNF213-knockdown vs control cells was then performed in the HuCCT1, YSCCC, and KKU-100 cells. Gene ontology enrichment analysis of the common differentially expressed genes revealed significantly altered cytokine and oxidoreductase-oxidizing metal ion activities, as confirmed by Western blotting. Gene Set Enrichment Analysis identified the most enriched pathways being oxidative phosphorylation, fatty acid metabolism, reactive oxygen species, adipogenesis, and angiogenesis. In sum, loss-of-function mutation of RNF213 is a common genetic alteration in LI-IPNB tissues. RNF213 knockdown leads to increased migration and invasion of ICC cells, potentially through malfunctions of the pathways related to inflammation and energy metabolisms.
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Affiliation(s)
- Khajeelak Chiablaem
- Program in Translational Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand; Laboratory of Biochemistry, Chulabhorn Research Institute, Bangkok, Thailand
| | - Artit Jinawath
- Molecular Histopathology Laboratory, Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Jiratchaya Nuanpirom
- Integrative Computational Bioscience (ICBS) Center, Mahidol University, Nakhon Pathom, Thailand
| | - Jantarika Kumar Arora
- Department of Biochemistry, Faculty of Science, Mahidol University, Bangkok, Thailand
| | - Sirawit Nasaree
- Program in Translational Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Thanastha Thanomchard
- Ramathibodi Comprehensive Cancer Center, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Nilubon Singhto
- Ramathibodi Comprehensive Cancer Center, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Pamorn Chittavanich
- Program in Translational Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Bhoom Suktitipat
- Integrative Computational Bioscience (ICBS) Center, Mahidol University, Nakhon Pathom, Thailand; Department of Biochemistry, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Varodom Charoensawan
- Integrative Computational Bioscience (ICBS) Center, Mahidol University, Nakhon Pathom, Thailand; Department of Biochemistry, Faculty of Science, Mahidol University, Bangkok, Thailand; Department of Biochemistry, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand; Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand; Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Arthit Chairoungdua
- Department of Physiology, Faculty of Science, Mahidol University, Bangkok, Thailand
| | - Jim Jinn-Chyuan Sheu
- Institute of Biomedical Science, National Sun Yat-Sen University, Kaohsiung, Taiwan; School of Chinese Medicine, China Medical University, Taichung, Taiwan; Department of Biotechnology, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Kazuma Kiyotani
- Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Jisnuson Svasti
- Laboratory of Biochemistry, Chulabhorn Research Institute, Bangkok, Thailand
| | - Yusuke Nakamura
- Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan; National Institutes of Biomedical Innovation, Health and Nutrition, Osaka, Japan
| | - Natini Jinawath
- Program in Translational Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand; Integrative Computational Bioscience (ICBS) Center, Mahidol University, Nakhon Pathom, Thailand; Chakri Naruebodindra Medical Institute, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bang Phli, Samut Prakan, Thailand.
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Moolmuang B, Chaisaingmongkol J, Singhirunnusorn P, Ruchirawat M. PLK1 inhibition leads to mitotic arrest and triggers apoptosis in cholangiocarcinoma cells. Oncol Lett 2024; 28:316. [PMID: 38807667 PMCID: PMC11130613 DOI: 10.3892/ol.2024.14449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 04/24/2024] [Indexed: 05/30/2024] Open
Abstract
Cholangiocarcinoma (CCA) is a lethal cancer originating from the epithelial cells within the bile duct and ranks as the second most prevalent form of liver cancer in Thailand. Polo-like kinase 1 (PLK1), a protein serine/threonine kinase, regulates a number of steps in cell mitosis and is upregulated in several types of cancer, including CCA. Our previous study identified PLK1 as a biomarker of the C1 subtype, correlating with poor prognosis in intrahepatic CCA. The present study aimed to examine the effect of PLK1 inhibition on CCA cells. Different CCA cell lines developed from Thai patients, HuCCA1, KKU055, KKU100 and KKU213A, were treated with two PLK1 inhibitors, BI2536 and BI6727, and were transfected with small interfering RNA, followed by analysis of cell proliferation, cell cycle distribution and cell apoptosis. It was discovered that BI2536 and BI6727 inhibited cell proliferation and caused G2/M-phase arrest in CCA cells. Furthermore, the number of total apoptotic cells was increased in PLK1 inhibitor-treated CCA cells. The expression levels of mitotic proteins, aurora kinase A, phosphorylated PLK1 (T210) and cyclin B1, were augmented in PLK1-inhibited CCA cells. Additionally, inhibition of PLK1 led to increased DNA damage, as determined by the upregulated levels of γH2AX and increased cleavage of poly (ADP-ribose) polymerase, an apoptotic marker. These results suggested that inhibiting PLK1 prolonged mitotic arrest and subsequently triggered cell apoptosis. Validation of the antiproliferative effects of PLK1 inhibition was accomplished through silencing of the PLK1 gene. In conclusion, targeting PLK1 provided promising results for further study as a potential candidate for targeted therapy in CCA.
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Affiliation(s)
- Benchamart Moolmuang
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok 10210, Thailand
| | - Jittiporn Chaisaingmongkol
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok 10210, Thailand
- Center of Excellence on Environmental Health and Toxicology, Office of The Permanent Secretary, Ministry of Higher Education, Science, Research and Innovation, Bangkok 10400, Thailand
| | - Pattama Singhirunnusorn
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok 10210, Thailand
| | - Mathuros Ruchirawat
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok 10210, Thailand
- Center of Excellence on Environmental Health and Toxicology, Office of The Permanent Secretary, Ministry of Higher Education, Science, Research and Innovation, Bangkok 10400, Thailand
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Gu Y, Ma E, Jiang S, Shan Z, Xia G, Ma R, Fu J, Wang Z. Immune- and metabolism-related gene signature analysis uncovers the prognostic and immune microenvironments of hepatocellular carcinoma. J Cancer Res Clin Oncol 2024; 150:311. [PMID: 38896142 PMCID: PMC11186947 DOI: 10.1007/s00432-024-05849-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 06/12/2024] [Indexed: 06/21/2024]
Abstract
BACKGROUND Metabolic reprogramming is an emerging hallmark that influences the tumour microenvironment (TME) by regulating the behavior of cancer cells and immune cells. The relationship between metabolism and immunity remains elusive. The purpose of this study was to explore the predictive value of immune- and metabolism-related genes in hepatocellular carcinoma (HCC) and their intricate interplay with TME. METHODS We established the immune- and metabolism-related signature (IMRPS) based on the LIHC cohort from The Cancer Genome Atlas (TCGA) dataset. Kaplan-Meier analysis, receiver operating characteristic (ROC) curve analysis and Cox regression analysis confirmed the prognostic value of IMRPS. We investigated differences in immune cell infiltration, clinical features, and therapeutic response between risk groups. The quantitative real-time PCR (qPCR) was used to confirm the expression of signature genes. Immunohistochemical staining was performed to evaluate immune infiltration features in HCC tissue samples. We conducted cell experiments including gene knockout, cell counting kit-8 (CCK-8), and flow cytometry to explore the role of the IMRPS key gene UCK2 in HCC. RNA-seq was used to further investigate the potential underlying mechanism involved. RESULTS The IMRPS, composed of four genes, SMS, UCK2, PFKFB4 and MAPT, exhibited significant correlations with survival, immune cell infiltration, clinical features, immune checkpoints and therapeutic response. The IMRPS was shown to be an excellent predictor of HCC prognosis. It could stratify patients appropriately and characterize the TME accurately. The high-risk HCC group exhibited an immunosuppressive microenvironment with abundant M2-like macrophage infiltration, which was confirmed by the immunohistochemistry results. The results of qPCR revealed that the expression of signature genes in 20 HCC tissues was significantly greater than that in adjacent normal tissues. After the key gene UCK2 was knocked out, the proliferation of the Huh7 cell line was significantly inhibited, and monocyte-derived macrophages polarized towards an M1-like phenotype in the coculture system. RNA-seq and GSEA suggested that the phenotypes were closely related to the negative regulation of growth and regulation of macrophage chemotaxis. CONCLUSIONS This study established a new IMRS for the accurate prediction of patient prognosis and the TME, which is also helpful for identifying new targets for the treatment of HCC.
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Affiliation(s)
- Yange Gu
- Liver Transplantation Center, General Surgery, Huashan Hospital, Fudan University, Shanghai, China
- Institute of Organ Transplantation, Fudan University, Shanghai, China
| | - Ensi Ma
- Liver Transplantation Center, General Surgery, Huashan Hospital, Fudan University, Shanghai, China
- Institute of Organ Transplantation, Fudan University, Shanghai, China
| | - Shengran Jiang
- Liver Transplantation Center, General Surgery, Huashan Hospital, Fudan University, Shanghai, China
- Institute of Organ Transplantation, Fudan University, Shanghai, China
| | | | - Guixi Xia
- Bengbu Medical University, Bengbu, China
| | - Rui Ma
- Bengbu Medical University, Bengbu, China
| | - Jiaqi Fu
- Bengbu Medical University, Bengbu, China
| | - Zhengxin Wang
- Liver Transplantation Center, General Surgery, Huashan Hospital, Fudan University, Shanghai, China.
- Institute of Organ Transplantation, Fudan University, Shanghai, China.
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Lin M, Zheng X, Yan J, Huang F, Chen Y, Ding R, Wan J, Zhang L, Wang C, Pan J, Cao X, Fu K, Lou Y, Feng XH, Ji J, Zhao B, Lan F, Shen L, He X, Qiu Y, Jin J. The RNF214-TEAD-YAP signaling axis promotes hepatocellular carcinoma progression via TEAD ubiquitylation. Nat Commun 2024; 15:4995. [PMID: 38862474 PMCID: PMC11167002 DOI: 10.1038/s41467-024-49045-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Accepted: 05/22/2024] [Indexed: 06/13/2024] Open
Abstract
RNF214 is an understudied ubiquitin ligase with little knowledge of its biological functions or protein substrates. Here we show that the TEAD transcription factors in the Hippo pathway are substrates of RNF214. RNF214 induces non-proteolytic ubiquitylation at a conserved lysine residue of TEADs, enhances interactions between TEADs and YAP, and promotes transactivation of the downstream genes of the Hippo signaling. Moreover, YAP and TAZ could bind polyubiquitin chains, implying the underlying mechanisms by which RNF214 regulates the Hippo pathway. Furthermore, RNF214 is overexpressed in hepatocellular carcinoma (HCC) and inversely correlates with differentiation status and patient survival. Consistently, RNF214 promotes tumor cell proliferation, migration, and invasion, and HCC tumorigenesis in mice. Collectively, our data reveal RNF214 as a critical component in the Hippo pathway by forming a signaling axis of RNF214-TEAD-YAP and suggest that RNF214 is an oncogene of HCC and could be a potential drug target of HCC therapy.
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Affiliation(s)
- Mengjia Lin
- State Key Laboratory for Diagnosis and Treatment of Infectious Disease, and National Clinical Research Center for Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310000, Zhejiang, China
- Life Sciences Institute, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Xiaoyun Zheng
- Life Sciences Institute, Zhejiang University, Hangzhou, 310058, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Jianing Yan
- Department of General Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, Zhejiang, China
| | - Fei Huang
- Life Sciences Institute, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Yilin Chen
- Life Sciences Institute, Zhejiang University, Hangzhou, 310058, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Ran Ding
- Life Sciences Institute, Zhejiang University, Hangzhou, 310058, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Jinkai Wan
- International Co-laboratory of Medical Epigenetics and Metabolism of Ministry of Science and Technology, and Shanghai Key Laboratory of Medical Epigenetics, Institutes of Biomedical Sciences, Fudan University, Shanghai, 200032, China
- Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, and Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Lei Zhang
- International Co-laboratory of Medical Epigenetics and Metabolism of Ministry of Science and Technology, and Shanghai Key Laboratory of Medical Epigenetics, Institutes of Biomedical Sciences, Fudan University, Shanghai, 200032, China
| | - Chenliang Wang
- Life Sciences Institute, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Jinchang Pan
- Life Sciences Institute, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Xiaolei Cao
- Life Sciences Institute, Zhejiang University, Hangzhou, 310058, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Kaiyi Fu
- Life Sciences Institute, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Yan Lou
- Zhejiang Provincial Key Laboratory for Drug Clinical Research and Evaluation, Department of Clinical Pharmacy, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310000, Zhejiang, China
| | - Xin-Hua Feng
- Life Sciences Institute, Zhejiang University, Hangzhou, 310058, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, 310058, Zhejiang, China
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, 321000, China
| | - Junfang Ji
- Life Sciences Institute, Zhejiang University, Hangzhou, 310058, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, 310058, Zhejiang, China
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, 321000, China
| | - Bin Zhao
- Life Sciences Institute, Zhejiang University, Hangzhou, 310058, Zhejiang, China
- Cancer Center, Zhejiang University, Hangzhou, 310058, Zhejiang, China
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, 321000, China
| | - Fei Lan
- International Co-laboratory of Medical Epigenetics and Metabolism of Ministry of Science and Technology, and Shanghai Key Laboratory of Medical Epigenetics, Institutes of Biomedical Sciences, Fudan University, Shanghai, 200032, China
- Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, and Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Li Shen
- Life Sciences Institute, Zhejiang University, Hangzhou, 310058, Zhejiang, China
- Department of Orthopedics Surgery, School of Medicine, The Second Affiliated Hospital, Zhejiang University, Hangzhou, 310009, Zhejiang, China
| | - Xianglei He
- Department of Pathology, Zhejiang Provincial People's Hospital, Hangzhou, 3100014, Zhejiang, China
| | - Yunqing Qiu
- State Key Laboratory for Diagnosis and Treatment of Infectious Disease, and National Clinical Research Center for Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310000, Zhejiang, China.
- Zhejiang Provincial Key Laboratory for Drug Clinical Research and Evaluation, Department of Clinical Pharmacy, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310000, Zhejiang, China.
| | - Jianping Jin
- Life Sciences Institute, Zhejiang University, Hangzhou, 310058, Zhejiang, China.
- Cancer Center, Zhejiang University, Hangzhou, 310058, Zhejiang, China.
- Zhejiang Provincial Key Laboratory for Drug Clinical Research and Evaluation, Department of Clinical Pharmacy, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310000, Zhejiang, China.
- Center for Life Sciences, Shaoxing Institute, Zhejiang University, Shaoxing, 321000, China.
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Badia-Bringué G, Canive M, Vázquez P, Garrido JM, Fernández A, Juste RA, Jiménez JA, González-Recio O, Alonso-Hearn M. Genome-Wide Association Study Reveals Quantitative Trait Loci and Candidate Genes Associated with High Interferon-gamma Production in Holstein Cattle Naturally Infected with Mycobacterium Bovis. Int J Mol Sci 2024; 25:6165. [PMID: 38892353 PMCID: PMC11172856 DOI: 10.3390/ijms25116165] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 05/27/2024] [Accepted: 05/29/2024] [Indexed: 06/21/2024] Open
Abstract
Mycobacterium bovis (Mb) is the causative agent of bovine tuberculosis (bTb). Genetic selection aiming to identify less susceptible animals has been proposed as a complementary measure in ongoing programs toward controlling Mb infection. However, individual animal phenotypes for bTb based on interferon-gamma (IFNɣ) and its use in bovine selective breeding programs have not been explored. In the current study, IFNɣ production was measured using a specific IFNɣ ELISA kit in bovine purified protein derivative (bPPD)-stimulated blood samples collected from Holstein cattle. DNA isolated from the peripheral blood samples collected from the animals included in the study was genotyped with the EuroG Medium Density bead Chip, and the genotypes were imputed to whole-genome sequences. A genome-wide association analysis (GWAS) revealed that the IFNɣ in response to bPPD was associated with a specific genetic profile (heritability = 0.23) and allowed the identification of 163 SNPs, 72 quantitative trait loci (QTLs), 197 candidate genes, and 8 microRNAs (miRNAs) associated with this phenotype. No negative correlations between this phenotype and other phenotypes and traits included in the Spanish breeding program were observed. Taken together, our results define a heritable and distinct immunogenetic profile associated with strong production of IFNɣ in response to Mb.
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Affiliation(s)
- Gerard Badia-Bringué
- Department of Animal Health, NEIKER-Basque Institute for Agricultural Research and Development, Basque Research and Technology Alliance (BRTA), 48160 Derio, Bizkaia, Spain
| | - María Canive
- Department of Animal Health, NEIKER-Basque Institute for Agricultural Research and Development, Basque Research and Technology Alliance (BRTA), 48160 Derio, Bizkaia, Spain
| | - Patricia Vázquez
- Department of Animal Health, NEIKER-Basque Institute for Agricultural Research and Development, Basque Research and Technology Alliance (BRTA), 48160 Derio, Bizkaia, Spain
| | - Joseba M. Garrido
- Department of Animal Health, NEIKER-Basque Institute for Agricultural Research and Development, Basque Research and Technology Alliance (BRTA), 48160 Derio, Bizkaia, Spain
| | - Almudena Fernández
- Departamento de Mejora Genética Animal, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 28040 Madrid, Spain
| | - Ramón A. Juste
- Department of Animal Health, NEIKER-Basque Institute for Agricultural Research and Development, Basque Research and Technology Alliance (BRTA), 48160 Derio, Bizkaia, Spain
| | | | - Oscar González-Recio
- Departamento de Mejora Genética Animal, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 28040 Madrid, Spain
| | - Marta Alonso-Hearn
- Department of Animal Health, NEIKER-Basque Institute for Agricultural Research and Development, Basque Research and Technology Alliance (BRTA), 48160 Derio, Bizkaia, Spain
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Plum PS, Hess T, Bertrand D, Morgenstern I, Velazquez Camacho O, Jonas C, Alidousty C, Wagner B, Roessler S, Albrecht T, Becker J, Richartz V, Holz B, Hoppe S, Poh HM, Chia BKH, Chan CX, Pathiraja T, Teo ASM, Marquardt JU, Khng A, Heise M, Fei Y, Thieme R, Klein S, Hong JH, Dima SO, Popescu I, Hoppe‐Lotichius M, Buettner R, Lautem A, Otto G, Quaas A, Nagarajan N, Rozen S, Teh BT, Goeppert B, Drebber U, Lang H, Tan P, Gockel I, Schumacher J, Hillmer AM. Integrative genomic analyses of European intrahepatic cholangiocarcinoma: Novel ROS1 fusion gene and PBX1 as prognostic marker. Clin Transl Med 2024; 14:e1723. [PMID: 38877653 PMCID: PMC11178519 DOI: 10.1002/ctm2.1723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 04/20/2024] [Accepted: 05/13/2024] [Indexed: 06/16/2024] Open
Abstract
BACKGROUND Cholangiocarcinoma (CCA) is a fatal cancer of the bile duct with a poor prognosis owing to limited therapeutic options. The incidence of intrahepatic CCA (iCCA) is increasing worldwide, and its molecular basis is emerging. Environmental factors may contribute to regional differences in the mutation spectrum of European patients with iCCA, which are underrepresented in systematic genomic and transcriptomic studies of the disease. METHODS We describe an integrated whole-exome sequencing and transcriptomic study of 37 iCCAs patients in Germany. RESULTS We observed as most frequently mutated genes ARID1A (14%), IDH1, BAP1, TP53, KRAS, and ATM in 8% of patients. We identified FGFR2::BICC1 fusions in two tumours, and FGFR2::KCTD1 and TMEM106B::ROS1 as novel fusions with potential therapeutic implications in iCCA and confirmed oncogenic properties of TMEM106B::ROS1 in vitro. Using a data integration framework, we identified PBX1 as a novel central regulatory gene in iCCA. We performed extended screening by targeted sequencing of an additional 40 CCAs. In the joint analysis, IDH1 (13%), BAP1 (10%), TP53 (9%), KRAS (7%), ARID1A (7%), NF1 (5%), and ATM (5%) were the most frequently mutated genes, and we found PBX1 to show copy gain in 20% of the tumours. According to other studies, amplifications of PBX1 tend to occur in European iCCAs in contrast to liver fluke-associated Asian iCCAs. CONCLUSIONS By analyzing an additional European cohort of iCCA patients, we found that PBX1 protein expression was a marker of poor prognosis. Overall, our findings provide insight into key molecular alterations in iCCA, reveal new targetable fusion genes, and suggest that PBX1 is a novel modulator of this disease.
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Xiong F, Wang D, Xiong W, Wang X, Huang WH, Wu GH, Liu WZ, Wang Q, Chen JS, Kuai YY, Wang B, Chen YJ. Unveiling the role of HP1α-HDAC1-STAT1 axis as a therapeutic target for HP1α-positive intrahepatic cholangiocarcinoma. J Exp Clin Cancer Res 2024; 43:152. [PMID: 38812060 PMCID: PMC11137995 DOI: 10.1186/s13046-024-03070-3] [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: 01/14/2024] [Accepted: 05/17/2024] [Indexed: 05/31/2024] Open
Abstract
BACKGROUND Intrahepatic cholangiocarcinoma (ICCA) is a heterogeneous group of malignant tumors characterized by high recurrence rate and poor prognosis. Heterochromatin Protein 1α (HP1α) is one of the most important nonhistone chromosomal proteins involved in transcriptional silencing via heterochromatin formation and structural maintenance. The effect of HP1α on the progression of ICCA remained unclear. METHODS The effect on the proliferation of ICCA was detected by experiments in two cell lines and two ICCA mouse models. The interaction between HP1α and Histone Deacetylase 1 (HDAC1) was determined using Electrospray Ionization Mass Spectrometry (ESI-MS) and the binding mechanism was studied using immunoprecipitation assays (co-IP). The target gene was screened out by RNA sequencing (RNA-seq). The occupation of DNA binding proteins and histone modifications were predicted by bioinformatic methods and evaluated by Cleavage Under Targets and Tagmentation (CUT & Tag) and Chromatin immunoprecipitation (ChIP). RESULTS HP1α was upregulated in intrahepatic cholangiocarcinoma (ICCA) tissues and regulated the proliferation of ICCA cells by inhibiting the interferon pathway in a Signal Transducer and Activator of Transcription 1 (STAT1)-dependent manner. Mechanistically, STAT1 is transcriptionally regulated by the HP1α-HDAC1 complex directly and epigenetically via promoter binding and changes in different histone modifications, as validated by high-throughput sequencing. Broad-spectrum HDAC inhibitor (HDACi) activates the interferon pathway and inhibits the proliferation of ICCA cells by downregulating HP1α and targeting the heterodimer. Broad-spectrum HDACi plus interferon preparation regimen was found to improve the antiproliferative effects and delay ICCA development in vivo and in vitro, which took advantage of basal activation as well as direct activation of the interferon pathway. HP1α participates in mediating the cellular resistance to both agents. CONCLUSIONS HP1α-HDAC1 complex influences interferon pathway activation by directly and epigenetically regulating STAT1 in transcriptional level. The broad-spectrum HDACi plus interferon preparation regimen inhibits ICCA development, providing feasible strategies for ICCA treatment. Targeting the HP1α-HDAC1-STAT1 axis is a possible strategy for treating ICCA, especially HP1α-positive cases.
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Affiliation(s)
- Fei Xiong
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University Beijing, Beijing, 100050, China
| | - Da Wang
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China
| | - Wei Xiong
- Department of Orthopedics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430074, China
| | - Xin Wang
- Departement of Pediatric Surgery, Wuhan Children's Hospital, Tongji Medical College, Huazhong University of Science and Technology, Hubei, 430016, China
| | - Wen-Hua Huang
- Department of Emergency, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430074, China
| | - Guan-Hua Wu
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China
| | - Wen-Zheng Liu
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China
| | - Qi Wang
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China
| | - Jun-Sheng Chen
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China
| | - Yi-Yang Kuai
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China
| | - Bing Wang
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China.
| | - Yong-Jun Chen
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China.
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Hong JH, Yong CH, Heng HL, Chan JY, Lau MC, Chen J, Lee JY, Lim AH, Li Z, Guan P, Chu PL, Boot A, Ng SR, Yao X, Wee FYT, Lim JCT, Liu W, Wang P, Xiao R, Zeng X, Sun Y, Koh J, Kwek XY, Ng CCY, Klanrit P, Zhang Y, Lai J, Tai DWM, Pairojkul C, Dima S, Popescu I, Hsieh SY, Yu MC, Yeong J, Kongpetch S, Jusakul A, Loilome W, Tan P, Tan J, Teh BT. Integrative multiomics enhancer activity profiling identifies therapeutic vulnerabilities in cholangiocarcinoma of different etiologies. Gut 2024; 73:966-984. [PMID: 38050079 DOI: 10.1136/gutjnl-2023-330483] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 11/06/2023] [Indexed: 12/06/2023]
Abstract
OBJECTIVES Cholangiocarcinoma (CCA) is a heterogeneous malignancy with high mortality and dismal prognosis, and an urgent clinical need for new therapies. Knowledge of the CCA epigenome is largely limited to aberrant DNA methylation. Dysregulation of enhancer activities has been identified to affect carcinogenesis and leveraged for new therapies but is uninvestigated in CCA. Our aim is to identify potential therapeutic targets in different subtypes of CCA through enhancer profiling. DESIGN Integrative multiomics enhancer activity profiling of diverse CCA was performed. A panel of diverse CCA cell lines, patient-derived and cell line-derived xenografts were used to study identified enriched pathways and vulnerabilities. NanoString, multiplex immunohistochemistry staining and single-cell spatial transcriptomics were used to explore the immunogenicity of diverse CCA. RESULTS We identified three distinct groups, associated with different etiologies and unique pathways. Drug inhibitors of identified pathways reduced tumour growth in in vitro and in vivo models. The first group (ESTRO), with mostly fluke-positive CCAs, displayed activation in estrogen signalling and were sensitive to MTOR inhibitors. Another group (OXPHO), with mostly BAP1 and IDH-mutant CCAs, displayed activated oxidative phosphorylation pathways, and were sensitive to oxidative phosphorylation inhibitors. Immune-related pathways were activated in the final group (IMMUN), made up of an immunogenic CCA subtype and CCA with aristolochic acid (AA) mutational signatures. Intratumour differences in AA mutation load were correlated to intratumour variation of different immune cell populations. CONCLUSION Our study elucidates the mechanisms underlying enhancer dysregulation and deepens understanding of different tumourigenesis processes in distinct CCA subtypes, with potential significant therapeutics and clinical benefits.
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Affiliation(s)
- Jing Han Hong
- Cancer and Stem Cell Biology Programme, Duke-NUS Medical School, Singapore
| | - Chern Han Yong
- Laboratory of Cancer Epigenome, National Cancer Centre Singapore, Singapore
- Department of Computer Science, National University of Singapore, Singapore
| | - Hong Lee Heng
- Laboratory of Cancer Epigenome, National Cancer Centre Singapore, Singapore
| | - Jason Yongsheng Chan
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
- Cancer Discovery Hub, National Cancer Centre Singapore, Singapore
- Oncology Academic Clinical Program, Duke-NUS Medical School, Singapore
| | - Mai Chan Lau
- Singapore Immunology Network, Agency for Science Technology and Research (A*STAR), Singapore
- Bioinformatics Institute (BII), Agency for Science Technology and Research (A*STAR), Singapore
| | - Jianfeng Chen
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Jing Yi Lee
- Laboratory of Cancer Epigenome, National Cancer Centre Singapore, Singapore
- Cancer Discovery Hub, National Cancer Centre Singapore, Singapore
| | - Abner Herbert Lim
- Laboratory of Cancer Epigenome, National Cancer Centre Singapore, Singapore
- Cancer Discovery Hub, National Cancer Centre Singapore, Singapore
| | - Zhimei Li
- Laboratory of Cancer Epigenome, National Cancer Centre Singapore, Singapore
- Cancer Discovery Hub, National Cancer Centre Singapore, Singapore
| | - Peiyong Guan
- Genome Institute of Singapore, Agency for Science Technology and Research (A*STAR), Singapore
| | - Pek Lim Chu
- Cancer and Stem Cell Biology Programme, Duke-NUS Medical School, Singapore
| | - Arnoud Boot
- Cancer and Stem Cell Biology Programme, Duke-NUS Medical School, Singapore
- Centre for Computational Biology, Duke-NUS Medical School, Singapore
| | - Sheng Rong Ng
- Institute of Molecular and Cell Biology, Agency for Science Technology and Research (A*STAR), Singapore
| | - Xiaosai Yao
- Institute of Molecular and Cell Biology, Agency for Science Technology and Research (A*STAR), Singapore
| | - Felicia Yu Ting Wee
- Institute of Molecular and Cell Biology, Integrative Biology for Theranostics Lab, Agency for Science Technology and Research (A*STAR), Singapore
| | - Jeffrey Chun Tatt Lim
- Institute of Molecular and Cell Biology, Integrative Biology for Theranostics Lab, Agency for Science Technology and Research (A*STAR), Singapore
| | - Wei Liu
- Laboratory of Cancer Epigenome, National Cancer Centre Singapore, Singapore
| | - Peili Wang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Rong Xiao
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Xian Zeng
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yichen Sun
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Joanna Koh
- Institute of Molecular and Cell Biology, Agency for Science Technology and Research (A*STAR), Singapore
| | - Xiu Yi Kwek
- Laboratory of Cancer Epigenome, National Cancer Centre Singapore, Singapore
| | - Cedric Chuan Young Ng
- Laboratory of Cancer Epigenome, National Cancer Centre Singapore, Singapore
- Cancer Discovery Hub, National Cancer Centre Singapore, Singapore
| | - Poramate Klanrit
- Cholangiocarcinoma Screening and Care Program (CASCAP), Khon Kaen University, Khon Kaen, Thailand
- Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Yaojun Zhang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong
| | - Jiaming Lai
- Department of Pancreaticobiliary Surgery, Sun Yat-sen University, Guangzhou, China
| | - David Wai Meng Tai
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
- Oncology Academic Clinical Program, Duke-NUS Medical School, Singapore
| | - Chawalit Pairojkul
- Department of Pathology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Simona Dima
- Center of Digestive Diseases and Liver Transplantation, Fundeni Clinical Institute, Bucuresti, Romania
| | - Irinel Popescu
- Center of Digestive Diseases and Liver Transplantation, Fundeni Clinical Institute, Bucuresti, Romania
| | - Sen-Yung Hsieh
- Department of Gastroenterology and Hepatology, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan
| | - Ming-Chin Yu
- Department of General Surgery, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan
| | - Joe Yeong
- Institute of Molecular and Cell Biology, Integrative Biology for Theranostics Lab, Agency for Science Technology and Research (A*STAR), Singapore
- Department of Anatomical Pathology, Singapore General Hospital, Singapore
- Pathology Academic Clinical Program, Duke-NUS Medical School, Singapore
| | - Sarinya Kongpetch
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
- Department of Pharmacology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Apinya Jusakul
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
- Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - Watcharin Loilome
- Cholangiocarcinoma Screening and Care Program (CASCAP), Khon Kaen University, Khon Kaen, Thailand
- Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
| | - Patrick Tan
- Cancer and Stem Cell Biology Programme, Duke-NUS Medical School, Singapore
- Genome Institute of Singapore, Agency for Science Technology and Research (A*STAR), Singapore
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Jing Tan
- Laboratory of Cancer Epigenome, National Cancer Centre Singapore, Singapore
- State Key Laboratory of Oncology, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Bin Tean Teh
- Cancer and Stem Cell Biology Programme, Duke-NUS Medical School, Singapore
- Laboratory of Cancer Epigenome, National Cancer Centre Singapore, Singapore
- Genome Institute of Singapore, Agency for Science Technology and Research (A*STAR), Singapore
- Institute of Molecular and Cell Biology, Agency for Science Technology and Research (A*STAR), Singapore
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Lewinska M, Zhuravleva E, Satriano L, Martinez MB, Bhatt DK, Oliveira DVNP, Antoku Y, Keggenhoff FL, Castven D, Marquardt JU, Matter MS, Erler JT, Oliveira RC, Aldana BI, Al-Abdulla R, Perugorria MJ, Calvisi DF, Perez LA, Rodrigues PM, Labiano I, Banales JM, Andersen JB. Fibroblast-Derived Lysyl Oxidase Increases Oxidative Phosphorylation and Stemness in Cholangiocarcinoma. Gastroenterology 2024; 166:886-901.e7. [PMID: 38096955 DOI: 10.1053/j.gastro.2023.11.302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 10/24/2023] [Accepted: 11/20/2023] [Indexed: 12/31/2023]
Abstract
BACKGROUND & AIMS Metabolic and transcriptional programs respond to extracellular matrix-derived cues in complex environments, such as the tumor microenvironment. Here, we demonstrate how lysyl oxidase (LOX), a known factor in collagen crosslinking, contributes to the development and progression of cholangiocarcinoma (CCA). METHODS Transcriptomes of 209 human CCA tumors, 143 surrounding tissues, and single-cell data from 30 patients were analyzed. The recombinant protein and a small molecule inhibitor of the LOX activity were used on primary patient-derived CCA cultures to establish the role of LOX in migration, proliferation, colony formation, metabolic fitness, and the LOX interactome. The oncogenic role of LOX was further investigated by RNAscope and in vivo using the AKT/NICD genetically engineered murine CCA model. RESULTS We traced LOX expression to hepatic stellate cells and specifically hepatic stellate cell-derived inflammatory cancer-associated fibroblasts and found that cancer-associated fibroblast-driven LOX increases oxidative phosphorylation and metabolic fitness of CCA, and regulates mitochondrial function through transcription factor A, mitochondrial. Inhibiting LOX activity in vivo impedes CCA development and progression. Our work highlights that LOX alters tumor microenvironment-directed transcriptional reprogramming of CCA cells by facilitating the expression of the oxidative phosphorylation pathway and by increasing stemness and mobility. CONCLUSIONS Increased LOX is driven by stromal inflammatory cancer-associated fibroblasts and correlates with diminished survival of patients with CCA. Modulating the LOX activity can serve as a novel tumor microenvironment-directed therapeutic strategy in bile duct pathologies.
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Affiliation(s)
- Monika Lewinska
- Department of Health and Medical Sciences, Biotech Research and Innovation Center, University of Copenhagen, Copenhagen, Denmark
| | - Ekaterina Zhuravleva
- Department of Health and Medical Sciences, Biotech Research and Innovation Center, University of Copenhagen, Copenhagen, Denmark
| | - Letizia Satriano
- Department of Health and Medical Sciences, Biotech Research and Innovation Center, University of Copenhagen, Copenhagen, Denmark
| | - Marta B Martinez
- Department of Health and Medical Sciences, Biotech Research and Innovation Center, University of Copenhagen, Copenhagen, Denmark
| | - Deepak K Bhatt
- Department of Health and Medical Sciences, Biotech Research and Innovation Center, University of Copenhagen, Copenhagen, Denmark
| | - Douglas V N P Oliveira
- Department of Health and Medical Sciences, Biotech Research and Innovation Center, University of Copenhagen, Copenhagen, Denmark
| | - Yasuko Antoku
- Department of Health and Medical Sciences, Biotech Research and Innovation Center, University of Copenhagen, Copenhagen, Denmark
| | - Friederike L Keggenhoff
- Universitatsklinikum Schleswig-Holstein, Medizinische Klinik I, Campus Lubeck, Lubeck, Germany
| | - Darko Castven
- Universitatsklinikum Schleswig-Holstein, Medizinische Klinik I, Campus Lubeck, Lubeck, Germany
| | - Jens U Marquardt
- Universitatsklinikum Schleswig-Holstein, Medizinische Klinik I, Campus Lubeck, Lubeck, Germany
| | - Matthias S Matter
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Janine T Erler
- Department of Health and Medical Sciences, Biotech Research and Innovation Center, University of Copenhagen, Copenhagen, Denmark
| | - Rui C Oliveira
- Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Blanca I Aldana
- Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Ruba Al-Abdulla
- Experimental Hepatology and Drug Targeting, Instituto de Investigación Biomédica de Salamanca, University of Salamanca, Salamanca, Spain
| | - Maria J Perugorria
- Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute, Donostia University Hospital, University of the Basque Country, San Sebastian, Spain; National Institute for the Study of Liver and Gastrointestinal Diseases, Centro de Investigacion Biomedica en Red de Enfermedades Hepaticas y Digestivas, Instituto de Salud Carlos III, Madrid, Spain; Department of Medicine, Faculty of Medicine and Nursing, University of the Basque Country (Universidad del País Vasco/Euskal Herriko Unibertsitatea), Leioa, Spain
| | - Diego F Calvisi
- University of Regensburg, Institute of Pathology, Regensburg, Germany
| | - Luis Arnes Perez
- Department of Health and Medical Sciences, Biotech Research and Innovation Center, University of Copenhagen, Copenhagen, Denmark
| | - Pedro M Rodrigues
- Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute, Donostia University Hospital, University of the Basque Country, San Sebastian, Spain; National Institute for the Study of Liver and Gastrointestinal Diseases, Centro de Investigacion Biomedica en Red de Enfermedades Hepaticas y Digestivas, Instituto de Salud Carlos III, Madrid, Spain; Ikerbasque, Basque Foundation for Science, Bilbao, Spain
| | - Ibone Labiano
- Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute, Donostia University Hospital, University of the Basque Country, San Sebastian, Spain
| | - Jesus M Banales
- Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute, Donostia University Hospital, University of the Basque Country, San Sebastian, Spain; National Institute for the Study of Liver and Gastrointestinal Diseases, Centro de Investigacion Biomedica en Red de Enfermedades Hepaticas y Digestivas, Instituto de Salud Carlos III, Madrid, Spain; Ikerbasque, Basque Foundation for Science, Bilbao, Spain; Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Jesper B Andersen
- Department of Health and Medical Sciences, Biotech Research and Innovation Center, University of Copenhagen, Copenhagen, Denmark.
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Jiang S, Lu H, Pan Y, Yang A, Aikemu A, Li H, Hao R, Huang Q, Qi X, Tao Z, Wu Y, Quan C, Zhou G, Lu Y. Characterization of the distinct immune microenvironments between hepatocellular carcinoma and intrahepatic cholangiocarcinoma. Cancer Lett 2024; 588:216799. [PMID: 38479553 DOI: 10.1016/j.canlet.2024.216799] [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: 12/13/2023] [Revised: 02/06/2024] [Accepted: 03/05/2024] [Indexed: 03/18/2024]
Abstract
As two major types of primary liver cancers, the tumor immune microenvironment (TIME) of hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC) have been well studied separately. However, a systemic assessment of the similarities and differences between the TIME of HCC and ICC is still lacking. In this study, we pictured a landscape of combined TIME of HCC and ICC by sequencing and integrating 41 single-cell RNA-seq samples from four different tissue types of both malignancies. We found that T cells in HCC tumors generally exhibit higher levels of immunosuppression and exhaustion than those in ICC tumors. Myeloid cells in HCC and ICC tumors also exhibit distinct phenotypes and may serve as a key factor driving the differences between their TIMEs. Besides, we identified a cluster of EGR1+ macrophages specifically enriched in HCC tumors. Together, our study provides new insights into cellular composition, states and interactions in the TIMEs of HCC and ICC, which could pave the way for the development of future therapeutic targets for liver cancers.
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Affiliation(s)
- Siao Jiang
- State Key Laboratory of Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, PR China; School of Life Science, University of Hebei, Baoding City, Hebei Province, PR China
| | - Hao Lu
- State Key Laboratory of Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, PR China
| | - Yingwei Pan
- Department of Hepatobiliary Surgery, The First Medical Center of Chinese PLA General Hospital, Beijing, PR China
| | - Aiqing Yang
- State Key Laboratory of Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, PR China
| | - Ainiwaer Aikemu
- College of Xinjiang Uyghur Medicine, Hetian City, Xinjiang Province, PR China
| | - Hao Li
- State Key Laboratory of Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, PR China
| | - Rongjiao Hao
- State Key Laboratory of Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, PR China; School of Life Science, University of Hebei, Baoding City, Hebei Province, PR China
| | - Qilin Huang
- State Key Laboratory of Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, PR China; Collaborative Innovation Center for Personalized Cancer Medicine, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing City, Jiangsu Province, PR China
| | - Xin Qi
- State Key Laboratory of Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, PR China; Medical College, Guizhou University, Guiyang City, Guizhou Province, PR China
| | - Zongjian Tao
- State Key Laboratory of Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, PR China
| | - Yinglong Wu
- State Key Laboratory of Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, PR China
| | - Cheng Quan
- State Key Laboratory of Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, PR China.
| | - Gangqiao Zhou
- State Key Laboratory of Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, PR China; School of Life Science, University of Hebei, Baoding City, Hebei Province, PR China; Collaborative Innovation Center for Personalized Cancer Medicine, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing City, Jiangsu Province, PR China; Medical College, Guizhou University, Guiyang City, Guizhou Province, PR China.
| | - Yiming Lu
- State Key Laboratory of Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, PR China; School of Life Science, University of Hebei, Baoding City, Hebei Province, PR China.
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Yang H, Cheng J, Zhuang H, Xu H, Wang Y, Zhang T, Yang Y, Qian H, Lu Y, Han F, Cao L, Yang N, Liu R, Yang X, Zhang J, Wu J, Zhang N. Pharmacogenomic profiling of intra-tumor heterogeneity using a large organoid biobank of liver cancer. Cancer Cell 2024; 42:535-551.e8. [PMID: 38593780 DOI: 10.1016/j.ccell.2024.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 12/27/2023] [Accepted: 03/11/2024] [Indexed: 04/11/2024]
Abstract
Inter- and intra-tumor heterogeneity is a major hurdle in primary liver cancer (PLC) precision therapy. Here, we establish a PLC biobank, consisting of 399 tumor organoids derived from 144 patients, which recapitulates histopathology and genomic landscape of parental tumors, and is reliable for drug sensitivity screening, as evidenced by both in vivo models and patient response. Integrative analysis dissects PLC heterogeneity, regarding genomic/transcriptomic characteristics and sensitivity to seven clinically relevant drugs, as well as clinical associations. Pharmacogenomic analysis identifies and validates multi-gene expression signatures predicting drug response for better patient stratification. Furthermore, we reveal c-Jun as a major mediator of lenvatinib resistance through JNK and β-catenin signaling. A compound (PKUF-01) comprising moieties of lenvatinib and veratramine (c-Jun inhibitor) is synthesized and screened, exhibiting a marked synergistic effect. Together, our study characterizes the landscape of PLC heterogeneity, develops predictive biomarker panels, and identifies a lenvatinib-resistant mechanism for combination therapy.
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Affiliation(s)
- Hui Yang
- Translational Cancer Research Center, Peking University First Hospital, Beijing, China
| | - Jinghui Cheng
- Translational Cancer Research Center, Peking University First Hospital, Beijing, China
| | - Hao Zhuang
- Department of Hepatobiliopancreatic Surgery, Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
| | - Hongchuang Xu
- Department of Nuclear Medicine, Peking University First Hospital, Beijing, China
| | - Yinuo Wang
- Translational Cancer Research Center, Peking University First Hospital, Beijing, China
| | - Tingting Zhang
- Department of Hepatobiliopancreatic Surgery, Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
| | - Yinmo Yang
- Department of Hepatobiliary and Pancreatic Surgery, Peking University First Hospital, Beijing, China
| | - Honggang Qian
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Hepato-Pancreato-Biliary Surgery, Peking University Cancer Hospital & Institute, Beijing, China
| | - Yinying Lu
- Comprehensive Liver Cancer Department, The Fifth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Feng Han
- Department of Hepatobiliopancreatic Surgery, Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
| | - Lihua Cao
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Center for Cancer Bioinformatics, Peking University Cancer Hospital & Institute, Beijing, China; International Cancer Institute, Peking University Health Science Center, Beijing, China
| | - Nanmu Yang
- Department of Hepatobiliopancreatic Surgery, Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
| | - Rong Liu
- Translational Cancer Research Center, Peking University First Hospital, Beijing, China
| | - Xing Yang
- Department of Nuclear Medicine, Peking University First Hospital, Beijing, China
| | - Jiangong Zhang
- Department of Cancer Epidemiology, Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China.
| | - Jianmin Wu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Center for Cancer Bioinformatics, Peking University Cancer Hospital & Institute, Beijing, China; International Cancer Institute, Peking University Health Science Center, Beijing, China.
| | - Ning Zhang
- Translational Cancer Research Center, Peking University First Hospital, Beijing, China; International Cancer Institute, Peking University Health Science Center, Beijing, China; Yunnan Baiyao Group, Kunming, China.
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Maestri E, Kedei N, Khatib S, Forgues M, Ylaya K, Hewitt SM, Wang L, Chaisaingmongkol J, Ruchirawat M, Ma L, Wang XW. Spatial proximity of tumor-immune interactions predicts patient outcome in hepatocellular carcinoma. Hepatology 2024; 79:768-779. [PMID: 37725716 PMCID: PMC10948323 DOI: 10.1097/hep.0000000000000600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 08/30/2023] [Indexed: 09/21/2023]
Abstract
BACKGROUND AND AIMS The fitness and viability of a tumor ecosystem are influenced by the spatial organization of its cells. We aimed to study the structure, architecture, and cell-cell dynamics of the heterogeneous liver cancer tumor microenvironment using spatially resolved multiplexed imaging. APPROACH AND RESULTS We performed co-detection by indexing multiplexed immunofluorescence imaging on 68 HCC biopsies from Thai patients [(Thailand Initiative in Genomics and Expression Research for Liver Cancer (TIGER-LC)] as a discovery cohort, and then validated the results in an additional 190 HCC biopsies from Chinese patients [Liver Cancer Institute (LCI)]. We segmented and annotated 117,270 and 465,632 cells from the TIGER-LC and LCI cohorts, respectively. We observed 4 patient groups of TIGER-LC (IC1, IC2, IC3, and IC4) with distinct tumor-immune cellular interaction patterns. In addition, patients from IC2 and IC4 had much better overall survival than those from IC1 and IC3. Noticeably, tumor and CD8 + T-cell interactions were strongly enriched in IC2, the group with the best patient outcomes. The close proximity between the tumor and CD8 + T cells was a strong predictor of patient outcome in both the TIGER-LC and the LCI cohorts. Bulk transcriptomic data from 51 of the 68 HCC cases were used to determine tumor-specific gene expression features of our classified subtypes. Moreover, we observed that the presence of immune spatial neighborhoods in HCC as a measure of overall immune infiltration is linked to better patient prognosis. CONCLUSIONS Highly multiplexed imaging analysis of liver cancer reveals tumor-immune cellular heterogeneity within spatial contexts, such as tumor and CD8 + T-cell interactions, which may predict patient survival.
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Affiliation(s)
- Evan Maestri
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Noemi Kedei
- Collaborative Protein Technology Resource, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Subreen Khatib
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Marshonna Forgues
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Kris Ylaya
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Stephen M. Hewitt
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Limin Wang
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Jittiporn Chaisaingmongkol
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok 10210, Thailand
- Center of Excellence on Environmental Health and Toxicology (EHT), OPS, MHESI, Thailand
| | - Mathuros Ruchirawat
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok 10210, Thailand
- Center of Excellence on Environmental Health and Toxicology (EHT), OPS, MHESI, Thailand
| | - Lichun Ma
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Xin Wei Wang
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
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47
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Kacar Z, Slud E, Levy D, Candia J, Budhu A, Forgues M, Wu X, Raziuddin A, Tran B, Shetty J, Pomyen Y, Chaisaingmongkol J, Rabibhadana S, Pupacdi B, Bhudhisawasdi V, Lertprasertsuke N, Auewarakul C, Sangrajrang S, Mahidol C, Ruchirawat M, Wang XW. Characterization of tumor evolution by functional clonality and phylogenetics in hepatocellular carcinoma. Commun Biol 2024; 7:383. [PMID: 38553628 PMCID: PMC11245610 DOI: 10.1038/s42003-024-06040-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 03/11/2024] [Indexed: 04/02/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is a molecularly heterogeneous solid malignancy, and its fitness may be shaped by how its tumor cells evolve. However, ability to monitor tumor cell evolution is hampered by the presence of numerous passenger mutations that do not provide any biological consequences. Here we develop a strategy to determine the tumor clonality of three independent HCC cohorts of 524 patients with diverse etiologies and race/ethnicity by utilizing somatic mutations in cancer driver genes. We identify two main types of tumor evolution, i.e., linear, and non-linear models where non-linear type could be further divided into classes, which we call shallow branching and deep branching. We find that linear evolving HCC is less aggressive than other types. GTF2IRD2B mutations are enriched in HCC with linear evolution, while TP53 mutations are the most frequent genetic alterations in HCC with non-linear models. Furthermore, we observe significant B cell enrichment in linear trees compared to non-linear trees suggesting the need for further research to uncover potential variations in immune cell types within genomically determined phylogeny types. These results hint at the possibility that tumor cells and their microenvironment may collectively influence the tumor evolution process.
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Affiliation(s)
- Zeynep Kacar
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
- Department of Mathematics, University of Maryland, College Park, MD, 20742, USA
| | - Eric Slud
- Department of Mathematics, University of Maryland, College Park, MD, 20742, USA
| | - Doron Levy
- Department of Mathematics, University of Maryland, College Park, MD, 20742, USA
| | - Julián Candia
- Longitudinal Studies Section, Translational Gerontology Branch, National Institute on Aging, Baltimore, MD, 21224, USA
| | - Anuradha Budhu
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Marshonna Forgues
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Xiaolin Wu
- Cancer Research Technology Program, Frederick, MD, 21702, USA
| | - Arati Raziuddin
- Cancer Research Technology Program, Frederick, MD, 21702, USA
| | - Bao Tran
- Cancer Research Technology Program, Frederick, MD, 21702, USA
| | - Jyoti Shetty
- Cancer Research Technology Program, Frederick, MD, 21702, USA
| | - Yotsawat Pomyen
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok, 10210, Thailand
| | | | - Siritida Rabibhadana
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok, 10210, Thailand
| | - Benjarath Pupacdi
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok, 10210, Thailand
| | | | | | - Chirayu Auewarakul
- Princess Srisavangavadhana College of Medicine, Chulabhorn Royal Academy, Bangkok, 10210, Thailand
| | | | - Chulabhorn Mahidol
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok, 10210, Thailand
| | - Mathuros Ruchirawat
- Laboratory of Chemical Carcinogenesis, Chulabhorn Research Institute, Bangkok, 10210, Thailand
- Center of Excellence on Environmental Health and Toxicology (EHT), OPS, MHESI, Bangkok, Thailand
| | - Xin Wei Wang
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA.
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA.
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48
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Jiang D, Zhu XL, An Y, Li YR. Clinical significance of small nuclear ribonucleoprotein U1 subunit 70 in patients with hepatocellular carcinoma. PeerJ 2024; 12:e16876. [PMID: 38500533 PMCID: PMC10946392 DOI: 10.7717/peerj.16876] [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: 04/07/2023] [Accepted: 01/11/2024] [Indexed: 03/20/2024] Open
Abstract
Background & Aims Small nuclear ribonucleoprotein U1 subunit 70 (SNRNP70) as one of the components of the U1 small nuclear ribonucleoprotein (snRNP) is rarely reported in cancers. This study aims to estimate the application potential of SNRNP70 in hepatocellular carcinoma (HCC) clinical practice. Methods Based on the TCGA database and cohort of HCC patients, we investigated the expression patterns and prognostic value of SNRNP70 in HCC. Then, the combination of SNRNP70 and alpha-fetoprotein (AFP) in 278 HCC cases was analyzed. Next, western blotting and immunohistochemistry were used to detect the expression of SNRNP70 in nucleus and cytoplasm. Finally, Cell Counting Kit-8 (CCK-8) and scratch wound healing assays were used to detect the effect of SNRNP70 on the proliferation and migration of HCC cells. Results SNRNP70 was highly expressed in HCC. Its expression was increasingly high during the progression of HCC and was positively related to immune infiltration cells. Higher SNRNP70 expression indicated a poor outcome of HCC patients. In addition, nuclear SNRNP70/AFP combination could be a prognostic biomarker for overall survival and recurrence. Cell experiments confirmed that knockdown of SNRNP70 inhibited the proliferation and migration of HCC cells. Conclusion SNRNP70 may be a new biomarker for HCC progression and HCC diagnosis as well as prognosis. SNRNP70 combined with serum AFP may indicate the prognosis and recurrence status of HCC patients after operation.
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Affiliation(s)
- Dong Jiang
- Department of Ultrasound, Eastern Hepatobiliary Surgery Hospital, The Third Affiliated Hospital of Naval Medical University, Shanghai, China
| | - Xia-Ling Zhu
- Department of Ultrasound, Eastern Hepatobiliary Surgery Hospital, The Third Affiliated Hospital of Naval Medical University, Shanghai, China
| | - Yan An
- Hongqiao International Institute of Medicine, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yi-ran Li
- Department of Intensive Care Medicine, Eastern Hepatobiliary Surgery Hospital, The Third Affiliated Hospital of Naval Medical University, Shanghai, China
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49
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Gao Y, Gong Y, Lu J, Hao H, Shi X. Targeting YAP1 to improve the efficacy of immune checkpoint inhibitors in liver cancer: mechanism and strategy. Front Immunol 2024; 15:1377722. [PMID: 38550587 PMCID: PMC10972981 DOI: 10.3389/fimmu.2024.1377722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Accepted: 03/04/2024] [Indexed: 04/02/2024] Open
Abstract
Liver cancer is the third leading of tumor death, including hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC). Immune checkpoint inhibitors (ICIs) are yielding much for sufferers to hope for patients, but only some patients with advanced liver tumor respond. Recent research showed that tumor microenvironment (TME) is critical for the effectiveness of ICIs in advanced liver tumor. Meanwhile, metabolic reprogramming of liver tumor leads to immunosuppression in TME. These suggest that regulating the abnormal metabolism of liver tumor cells and firing up TME to turn "cold tumor" into "hot tumor" are potential strategies to improve the therapeutic effect of ICIs in liver tumor. Previous studies have found that YAP1 is a potential target to improve the efficacy of anti-PD-1 in HCC. Here, we review that YAP1 promotes immunosuppression of TME, mainly due to the overstimulation of cytokines in TME by YAP1. Subsequently, we studied the effects of YAP1 on metabolic reprogramming in liver tumor cells, including glycolysis, gluconeogenesis, lipid metabolism, arachidonic acid metabolism, and amino acid metabolism. Lastly, we summarized the existing drugs targeting YAP1 in the treatment of liver tumor, including some medicines from natural sources, which have the potential to improve the efficacy of ICIs in the treatment of liver tumor. This review contributed to the application of targeted YAP1 for combined therapy with ICIs in liver tumor patients.
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Affiliation(s)
- Yuting Gao
- Laboratory of Integrated Medicine Tumor Immunology, Shanxi University of Chinese Medicine, Taiyuan, China
| | - Yi Gong
- Laboratory of Integrated Medicine Tumor Immunology, Shanxi University of Chinese Medicine, Taiyuan, China
| | - Junlan Lu
- Laboratory of Integrated Medicine Tumor Immunology, Shanxi University of Chinese Medicine, Taiyuan, China
| | - Huiqin Hao
- Chinese Medicine Gene Expression Regulation Laboratory, State Administration of Traditional Chinese Medicine, Shanxi University of Chinese Medicine, Taiyuan, China
- Basic Laboratory of Integrated Traditional Chinese and Western, Shanxi University of Chinese Medicine, Taiyuan, China
| | - Xinli Shi
- Laboratory of Integrated Medicine Tumor Immunology, Shanxi University of Chinese Medicine, Taiyuan, China
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50
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Mishra A, Huang SB, Dubash T, Burr R, Edd JF, Wittner BS, Cunneely QE, Putaturo VR, Deshpande A, Antmen E, Gopinathan KA, Otani K, Miyazawa Y, Kwak JE, Guay SY, Kelly J, Walsh J, Nieman L, Galler I, Chan P, Lawrence MS, Sullivan RJ, Bardia A, Micalizzi DS, Sequist LV, Lee RJ, Franses JW, Ting DT, Brunker PAR, Maheswaran S, Miyamoto DT, Haber DA, Toner M. Tumor cell-based liquid biopsy using high-throughput microfluidic enrichment of entire leukapheresis product. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.13.583573. [PMID: 38559183 PMCID: PMC10980012 DOI: 10.1101/2024.03.13.583573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Circulating Tumor Cells (CTCs), interrogated by sampling blood from patients with cancer, contain multiple analytes, including intact RNA, high molecular weight DNA, proteins, and metabolic markers. However, the clinical utility of tumor cell-based liquid biopsy has been limited since CTCs are very rare, and current technologies cannot process the blood volumes required to isolate a sufficient number of tumor cells for in-depth assays. We previously described a high-throughput microfluidic prototype utilizing high-flow channels and amplification of cell sorting forces through magnetic lenses. Here, we apply this technology to analyze patient-derived leukapheresis products, interrogating a mean blood volume of 5.83 liters from patients with metastatic cancer, with a median of 2,799 CTCs purified per patient. Isolation of many CTCs from individual patients enables characterization of their morphological and molecular heterogeneity, including cell and nuclear size and RNA expression. It also allows robust detection of gene copy number variation, a definitive cancer marker with potential diagnostic applications. High-volume microfluidic enrichment of CTCs constitutes a new dimension in liquid biopsies.
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