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Common DNA methylation changes in biliary tract cancers identify subtypes with different immune characteristics and clinical outcomes
BACKGROUND: DNA methylation-associated studies on biliary tract cancer (BTC), including cholangiocarcinoma (CCA) and gallbladder cancer (GBC), may improve the BTC classification scheme. We proposed to identify the shared methylation changes of BTCs and investigate their associations with genomic abe...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8822710/ https://www.ncbi.nlm.nih.gov/pubmed/35130881 http://dx.doi.org/10.1186/s12916-021-02197-w |
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author | Qiu, Zhiquan Ji, Jun Xu, Yu Zhu, Yan Gao, Chunfang Wang, Guoqiang Li, Chengcheng Zhang, Yuzi Zhao, Jing Wang, Chenyang Wen, Xiaofang Zhang, Zhou Li, Bingsi Zhang, Zhihong Cai, Shangli Li, Bin Jiang, Xiaoqing |
author_facet | Qiu, Zhiquan Ji, Jun Xu, Yu Zhu, Yan Gao, Chunfang Wang, Guoqiang Li, Chengcheng Zhang, Yuzi Zhao, Jing Wang, Chenyang Wen, Xiaofang Zhang, Zhou Li, Bingsi Zhang, Zhihong Cai, Shangli Li, Bin Jiang, Xiaoqing |
author_sort | Qiu, Zhiquan |
collection | PubMed |
description | BACKGROUND: DNA methylation-associated studies on biliary tract cancer (BTC), including cholangiocarcinoma (CCA) and gallbladder cancer (GBC), may improve the BTC classification scheme. We proposed to identify the shared methylation changes of BTCs and investigate their associations with genomic aberrations, immune characteristics, and survival outcomes. METHODS: Multi-dimensional data concerning mutation, DNA methylation, immune-related features, and clinical data of 57 CCAs and 48 GBCs from Eastern Hepatobiliary Surgery Hospital (EHSH) and 36 CCAs in the TCGA-CHOL cohort were analyzed. RESULTS: In our cohort including 24 intrahepatic CCAs (iCCAs), 20 perihilar CCAs (pCCAs), 13 distal CCAs (dCCAs), and 48 GBCs, 3369 common differentially methylated regions (DMRs) were identified by comparing tumor and non-tumor samples. A lower level of methylation changes of these common DMRs was associated with fewer copy number variations, fewer mutational burden, and remarkably longer overall survival (OS, hazard ratio [HR] = 0.07, 95% confidence interval [CI] 0.01–0.65, P = 0.017). Additionally, a 12-marker model was developed and validated for prognostication after curative surgery (HR = 0.21, 95% CI 0.10–0.43, P < 0.001), which exhibited undifferentiated prognostic effects in subgroups defined by anatomic location (iCCAs, d/pCCAs, GBCs), TNM stage, and tumor purity. Its prognostic utility remained significant in multivariable analysis (HR = 0.26, 95% CI 0.11–0.59, P = 0.001). Moreover, the BTCs with minimal methylation changes exhibited higher immune-related signatures, infiltration of CD8(+) lymphocytes, and programmed death-ligand 1 (PD-L1) expression, indicating an inflamed tumor immune microenvironment (TIME) with PD-L1 expression elicited by immune attack, potentially suggesting better immunotherapy efficacy. CONCLUSIONS: In BTCs, DNA methylation is a powerful tool for molecular classification, serving as a robust indicator of genomic aberrations, survival outcomes, and tumor immune microenvironment. Our integrative analysis provides insights into the prognostication after curative surgery and patient selection for immunotherapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-02197-w. |
format | Online Article Text |
id | pubmed-8822710 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-88227102022-02-08 Common DNA methylation changes in biliary tract cancers identify subtypes with different immune characteristics and clinical outcomes Qiu, Zhiquan Ji, Jun Xu, Yu Zhu, Yan Gao, Chunfang Wang, Guoqiang Li, Chengcheng Zhang, Yuzi Zhao, Jing Wang, Chenyang Wen, Xiaofang Zhang, Zhou Li, Bingsi Zhang, Zhihong Cai, Shangli Li, Bin Jiang, Xiaoqing BMC Med Research Article BACKGROUND: DNA methylation-associated studies on biliary tract cancer (BTC), including cholangiocarcinoma (CCA) and gallbladder cancer (GBC), may improve the BTC classification scheme. We proposed to identify the shared methylation changes of BTCs and investigate their associations with genomic aberrations, immune characteristics, and survival outcomes. METHODS: Multi-dimensional data concerning mutation, DNA methylation, immune-related features, and clinical data of 57 CCAs and 48 GBCs from Eastern Hepatobiliary Surgery Hospital (EHSH) and 36 CCAs in the TCGA-CHOL cohort were analyzed. RESULTS: In our cohort including 24 intrahepatic CCAs (iCCAs), 20 perihilar CCAs (pCCAs), 13 distal CCAs (dCCAs), and 48 GBCs, 3369 common differentially methylated regions (DMRs) were identified by comparing tumor and non-tumor samples. A lower level of methylation changes of these common DMRs was associated with fewer copy number variations, fewer mutational burden, and remarkably longer overall survival (OS, hazard ratio [HR] = 0.07, 95% confidence interval [CI] 0.01–0.65, P = 0.017). Additionally, a 12-marker model was developed and validated for prognostication after curative surgery (HR = 0.21, 95% CI 0.10–0.43, P < 0.001), which exhibited undifferentiated prognostic effects in subgroups defined by anatomic location (iCCAs, d/pCCAs, GBCs), TNM stage, and tumor purity. Its prognostic utility remained significant in multivariable analysis (HR = 0.26, 95% CI 0.11–0.59, P = 0.001). Moreover, the BTCs with minimal methylation changes exhibited higher immune-related signatures, infiltration of CD8(+) lymphocytes, and programmed death-ligand 1 (PD-L1) expression, indicating an inflamed tumor immune microenvironment (TIME) with PD-L1 expression elicited by immune attack, potentially suggesting better immunotherapy efficacy. CONCLUSIONS: In BTCs, DNA methylation is a powerful tool for molecular classification, serving as a robust indicator of genomic aberrations, survival outcomes, and tumor immune microenvironment. Our integrative analysis provides insights into the prognostication after curative surgery and patient selection for immunotherapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-02197-w. BioMed Central 2022-02-07 /pmc/articles/PMC8822710/ /pubmed/35130881 http://dx.doi.org/10.1186/s12916-021-02197-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Qiu, Zhiquan Ji, Jun Xu, Yu Zhu, Yan Gao, Chunfang Wang, Guoqiang Li, Chengcheng Zhang, Yuzi Zhao, Jing Wang, Chenyang Wen, Xiaofang Zhang, Zhou Li, Bingsi Zhang, Zhihong Cai, Shangli Li, Bin Jiang, Xiaoqing Common DNA methylation changes in biliary tract cancers identify subtypes with different immune characteristics and clinical outcomes |
title | Common DNA methylation changes in biliary tract cancers identify subtypes with different immune characteristics and clinical outcomes |
title_full | Common DNA methylation changes in biliary tract cancers identify subtypes with different immune characteristics and clinical outcomes |
title_fullStr | Common DNA methylation changes in biliary tract cancers identify subtypes with different immune characteristics and clinical outcomes |
title_full_unstemmed | Common DNA methylation changes in biliary tract cancers identify subtypes with different immune characteristics and clinical outcomes |
title_short | Common DNA methylation changes in biliary tract cancers identify subtypes with different immune characteristics and clinical outcomes |
title_sort | common dna methylation changes in biliary tract cancers identify subtypes with different immune characteristics and clinical outcomes |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8822710/ https://www.ncbi.nlm.nih.gov/pubmed/35130881 http://dx.doi.org/10.1186/s12916-021-02197-w |
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