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Hu S, Wang X, Wang T, Wang L, Liu L, Ren W, Liu X, Zhang W, Liao W, Liao Z, Zou R, Zhang X. Differential enrichment of H3K9me3 in intrahepatic cholangiocarcinoma. BMC Med Genomics 2022; 15:185. [PMID: 36028818 PMCID: PMC9414128 DOI: 10.1186/s12920-022-01338-1] [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: 05/04/2022] [Accepted: 08/23/2022] [Indexed: 12/05/2022] Open
Abstract
Background Intrahepatic cholangiocarcinoma (ICC) is a malignant tumor, which poses a serious threat to human health. Histone 3 lysine 9 trimethylation (H3K9me3) is a post-translational modification involved in regulating a broad range of biological processes and has been considered as potential therapeutic target in types of cancer. However, there is limited research on investigating profiles of histone modification H3K9me3 in ICC patients. Methods In this study, we applied the ChIP-seq technique to investigate the effect of H3K9me3 on ICC. Anti-H3K9me3 antibody was used for ChIP-seq in ICC (RBE cell lines) and HIBEpic (normal cell lines). MACS2 (peak-calling tools) was then used to identify the peaks recorded in RBE and HIBEpic cell lines. Gene expression, mutation and clinical data were downloaded from TCGA and cBioPortal databases. Results H3K9me3 exhibited abnormal methylation and influenced the process of abnormal gene expression in patients suffering from ICC. The Wnt/β-Catenin signaling pathway (also known as simply the WNT signaling pathway) was enriched in H3K9me3-regulated genes. Conclusions We are the first to report that H3K9me3 may play an important role in the progression of ICC. It promotes the understanding of epigenetic molecular mechanisms for ICC. Supplementary Information The online version contains supplementary material available at 10.1186/s12920-022-01338-1.
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Affiliation(s)
- Sheng Hu
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Kunming Medical University, No. 374, Dianmain Road, Kunming, China
| | - Xuejun Wang
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Kunming Medical University, No. 374, Dianmain Road, Kunming, China
| | - Tao Wang
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Kunming Medical University, No. 374, Dianmain Road, Kunming, China
| | - Lianmin Wang
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Kunming Medical University, No. 374, Dianmain Road, Kunming, China
| | - Lixin Liu
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Kunming Medical University, No. 374, Dianmain Road, Kunming, China
| | - Wenjun Ren
- Department of Cardiovascular Surgery, The First People's Hospital of Yunnan Province, Kunming, China.,Department of Thoracic Surgery, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Xiaoyong Liu
- Department of Cardiology, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Weihan Zhang
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Kunming Medical University, No. 374, Dianmain Road, Kunming, China
| | - Weiran Liao
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Kunming Medical University, No. 374, Dianmain Road, Kunming, China
| | - Zhoujun Liao
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Kunming Medical University, No. 374, Dianmain Road, Kunming, China
| | - Renchao Zou
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Kunming Medical University, No. 374, Dianmain Road, Kunming, China.
| | - Xiaowen Zhang
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Kunming Medical University, No. 374, Dianmain Road, Kunming, China.
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Kołat D, Kałuzińska Ż, Bednarek AK, Płuciennik E. Determination of WWOX Function in Modulating Cellular Pathways Activated by AP-2α and AP-2γ Transcription Factors in Bladder Cancer. Cells 2022; 11:cells11091382. [PMID: 35563688 PMCID: PMC9106060 DOI: 10.3390/cells11091382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 04/16/2022] [Accepted: 04/18/2022] [Indexed: 02/07/2023] Open
Abstract
Following the invention of high-throughput sequencing, cancer research focused on investigating disease-related alterations, often inadvertently omitting tumor heterogeneity. This research was intended to limit the impact of heterogeneity on conclusions related to WWOX/AP-2α/AP-2γ in bladder cancer which differently influenced carcinogenesis. The study examined the signaling pathways regulated by WWOX-dependent AP-2 targets in cell lines as biological replicates using high-throughput sequencing. RT-112, HT-1376 and CAL-29 cell lines were subjected to two stable lentiviral transductions. Following CAGE-seq and differential expression analysis, the most important genes were identified and functionally annotated. Western blot was performed to validate the selected observations. The role of genes in biological processes was assessed and networks were visualized. Ultimately, principal component analysis was performed. The studied genes were found to be implicated in MAPK, Wnt, Ras, PI3K-Akt or Rap1 signaling. Data from pathways were collected, explaining the differences/similarities between phenotypes. FGFR3, STAT6, EFNA1, GSK3B, PIK3CB and SOS1 were successfully validated at the protein level. Afterwards, a definitive network was built using 173 genes. Principal component analysis revealed that the various expression of these genes explains the phenotypes. In conclusion, the current study certified that the signaling pathways regulated by WWOX and AP-2α have more in common than that regulated by AP-2γ. This is because WWOX acts as an EMT inhibitor, AP-2γ as an EMT enhancer while AP-2α as a MET inducer. Therefore, the relevance of AP-2γ in targeted therapy is now more evident. Some of the differently regulated genes can find application in bladder cancer treatment.
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Qian F, Guo J, Jiang Z, Shen B. Translational Bioinformatics for Cholangiocarcinoma: Opportunities and Challenges. Int J Biol Sci 2018; 14:920-929. [PMID: 29989102 PMCID: PMC6036745 DOI: 10.7150/ijbs.24622] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2017] [Accepted: 02/02/2018] [Indexed: 02/07/2023] Open
Abstract
Translational bioinformatics is becoming a driven force and a new scientific paradigm for cancer research in the era of big data. To promote the cross-disciplinary communication and research, we take cholangiocarcinoma as an example to review the present status and the future perspectives of the bioinformatics models applied in cancer study. We first summarize the present application of computational methods to the study of cholangiocarcinoma ranged from pattern recognition of biological data, knowledge based data annotation to systems biological level modeling and clinical translation. Then the future opportunities and challenges about database or knowledge base building, novel model developing and molecular mechanism exploring as well as the intelligent decision supporting system construction for the precision diagnosis, prognosis and treatment of cholangiocarcinoma are discussed.
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Affiliation(s)
- Fuliang Qian
- Center for Systems Biology, Soochow University, Suzhou 215006, China
| | - Junping Guo
- The Affiliated Yixing Hospital of Jiangsu University, Yixing, 214200, China
| | - Zhi Jiang
- Center for Systems Biology, Soochow University, Suzhou 215006, China
| | - Bairong Shen
- Center for Systems Biology, Soochow University, Suzhou 215006, China.,Guizhou University School of Medicine, Guiyang, 550025, China.,Institute for Systems Genetics, West China Hospital, Sichuan University, Chengdu, 610041, China
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Likhitrattanapisal S, Tipanee J, Janvilisri T. Meta-analysis of gene expression profiles identifies differential biomarkers for hepatocellular carcinoma and cholangiocarcinoma. Tumour Biol 2016; 37:12755-12766. [PMID: 27448818 DOI: 10.1007/s13277-016-5186-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Accepted: 07/13/2016] [Indexed: 02/08/2023] Open
Abstract
Hepatocellular carcinoma (HCC) and cholangiocarcinoma (CCA) are the members of hepatobiliary diseases. Both types of cancer often exert high levels of similarity in terms of phenotypic characteristics, thus leading to difficulties in HCC and CCA differential diagnoses. In this study, a transcriptome meta-analysis was performed on HCC and CCA microarray data to identify differential transcriptome networks and potential biomarkers for HCC and CCA. Raw data from nine gene expression profiling datasets, consisting of 1,185 samples in total, were methodologically compiled and analyzed. To evaluate differentially expressed (DE) genes in HCC and CCA, the levels of gene expression were compared between cancer and its normal counterparts (i.e., HCC versus normal liver and CCA versus normal bile duct) using t test (P < 0.05) and k-fold validation. A total of 226 DE genes were specific to HCC, 249 DE genes specific to CCA, and 41 DE genes in both HCC and CCA. Gene ontology and pathway enrichment analyses revealed different patterns between functional transcriptome networks of HCC and CCA. Cell cycle and glycolysis/gluconeogenesis pathways were exclusively dysregulated in HCC whereas complement and coagulation cascades as well as glycine, serine, and threonine metabolism were prodominantly differentially expressed in CCA. Our meta-analysis revealed distinct dysregulation in transcriptome networks between HCC and CCA. Certain genes in these networks were discussed in the context of HCC and CCA transition, unique characteristics of HCC and CCA, and their potentials as HCC and CCA differential biomarkers.
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Affiliation(s)
| | - Jaitip Tipanee
- Department of Biochemistry, Faculty of Science, Mahidol University, Bangkok, 10400, Thailand
| | - Tavan Janvilisri
- Department of Biochemistry, Faculty of Science, Mahidol University, Bangkok, 10400, Thailand.
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Xie D, Ren Z, Fan J, Gao Q. Genetic profiling of intrahepatic cholangiocarcinoma and its clinical implication in targeted therapy. Am J Cancer Res 2016; 6:577-586. [PMID: 27152236 PMCID: PMC4851838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2015] [Accepted: 02/12/2016] [Indexed: 06/05/2023] Open
Abstract
Intrahepatic cholangiocarcinoma (iCCA) is a treatment-refractory primary liver cancer with an increasing incidence and mortality worldwide in recent years. Lack of a stereotyped genetic signature and limited understanding of genomic landscape make the development of effective targeted therapies challenging. Recent application of advanced technologies such as next-generation sequencing (NGS) has broadened our understanding of genetic heterogeneity in iCCA and many potentially actionable genetic alterations have been identified. This review explores the recent advances in defining genetic alterations in iCCAs, which may present potent therapeutic targets. Chromatin remodeling genes and genes encoding isocitrate dehydrogenase and tyrosine kinase receptors as well as their downstream effectors are among the most frequently altered genes. Clinical trials testing the effect of new targeted agents on iCCA patients, especially those with the above genetic markers are under way. However, the complex interplay of environmental and evolutionary factors contributing to the genetic variability in iCCA calls for a more cautionary use of NGS in tailoring targeted regimen to the patients. Next-generation functional testing may complement NGS to execute precision medicine in future.
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Affiliation(s)
- Diyang Xie
- Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan UniversityShanghai 200032, P. R. China
| | - Zhenggang Ren
- Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan UniversityShanghai 200032, P. R. China
| | - Jia Fan
- Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan UniversityShanghai 200032, P. R. China
- Institute of Biomedical Sciences, Fudan UniversityShanghai 200032, P. R. China
| | - Qiang Gao
- Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan UniversityShanghai 200032, P. R. China
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Ang C. Role of the fibroblast growth factor receptor axis in cholangiocarcinoma. J Gastroenterol Hepatol 2015; 30:1116-22. [PMID: 25678238 DOI: 10.1111/jgh.12916] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/22/2015] [Indexed: 02/06/2023]
Abstract
Advanced cholangiocarcinoma (CCA) is a highly lethal disease with limited therapeutic options beyond cytotoxic chemotherapy. Molecular profiling of CCA has provided insights into the pathogenesis of this disease and identified potential therapeutic targets. The fibroblast growth factor receptor (FGFR) axis is important for maintaining tissue homeostasis. Aberrations in FGFR activity have been implicated in the development and progression of CCA and other malignancies, which has generated significant interest in exploring FGFR's therapeutic potential. FGFR2 fusion events are present in up to 17% of intrahepatic CCAs and appear to predict sensitivity to FGFR inhibitors even after progression on chemotherapy. These observations have led to a clinical trial evaluating FGFR inhibition in patients with CCA enriched for FGFR alterations. This review summarizes current knowledge about the role of the FGFR pathway in cholangiocarcinogenesis and ongoing work in developing FGFR-directed therapies as an antineoplastic strategy for CCA.
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Affiliation(s)
- Celina Ang
- Division of Medicine, Hematology, and Medical Oncology, Mount Sinai School of Medicine, New York, New York, USA
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