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Multi-omic characterization of genome-wide abnormal DNA methylation reveals diagnostic and prognostic markers for esophageal squamous-cell carcinoma
This study investigates aberrant DNA methylations as potential diagnosis and prognosis markers for esophageal squamous-cell carcinoma (ESCC), which if diagnosed at advanced stages has <30% five-year survival rate. Comparing genome-wide methylation sites of 91 ESCC and matched adjacent normal tiss...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8873499/ https://www.ncbi.nlm.nih.gov/pubmed/35210398 http://dx.doi.org/10.1038/s41392-022-00873-8 |
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author | Xi, Yiyi Lin, Yuan Guo, Wenjia Wang, Xinyu Zhao, Hengqiang Miao, Chuanwang Liu, Weiling Liu, Yachen Liu, Tianyuan Luo, Yingying Fan, Wenyi Lin, Ai Chen, Yamei Sun, Yanxia Ma, Yulin Niu, Xiangjie Zhong, Ce Tan, Wen Zhou, Meng Su, Jianzhong Wu, Chen Lin, Dongxin |
author_facet | Xi, Yiyi Lin, Yuan Guo, Wenjia Wang, Xinyu Zhao, Hengqiang Miao, Chuanwang Liu, Weiling Liu, Yachen Liu, Tianyuan Luo, Yingying Fan, Wenyi Lin, Ai Chen, Yamei Sun, Yanxia Ma, Yulin Niu, Xiangjie Zhong, Ce Tan, Wen Zhou, Meng Su, Jianzhong Wu, Chen Lin, Dongxin |
author_sort | Xi, Yiyi |
collection | PubMed |
description | This study investigates aberrant DNA methylations as potential diagnosis and prognosis markers for esophageal squamous-cell carcinoma (ESCC), which if diagnosed at advanced stages has <30% five-year survival rate. Comparing genome-wide methylation sites of 91 ESCC and matched adjacent normal tissues, we identified 35,577 differentially methylated CpG sites (DMCs) and characterized their distribution patterns. Integrating whole-genome DNA and RNA-sequencing data of the same samples, we found multiple dysregulated transcription factors and ESCC-specific genomic correlates of identified DMCs. Using featured DMCs, we developed a 12-marker diagnostic panel with high accuracy in our dataset and the TCGA ESCC dataset, and a 4-marker prognostic panel distinguishing high-risk patients. In-vitro experiments validated the functions of 4 marker host genes. Together these results provide additional evidence for the important roles of aberrant DNA methylations in ESCC development and progression. Our DMC-based diagnostic and prognostic panels have potential values for clinical care of ESCC, laying foundations for developing targeted methylation assays for future non-invasive cancer detection methods. |
format | Online Article Text |
id | pubmed-8873499 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-88734992022-03-17 Multi-omic characterization of genome-wide abnormal DNA methylation reveals diagnostic and prognostic markers for esophageal squamous-cell carcinoma Xi, Yiyi Lin, Yuan Guo, Wenjia Wang, Xinyu Zhao, Hengqiang Miao, Chuanwang Liu, Weiling Liu, Yachen Liu, Tianyuan Luo, Yingying Fan, Wenyi Lin, Ai Chen, Yamei Sun, Yanxia Ma, Yulin Niu, Xiangjie Zhong, Ce Tan, Wen Zhou, Meng Su, Jianzhong Wu, Chen Lin, Dongxin Signal Transduct Target Ther Article This study investigates aberrant DNA methylations as potential diagnosis and prognosis markers for esophageal squamous-cell carcinoma (ESCC), which if diagnosed at advanced stages has <30% five-year survival rate. Comparing genome-wide methylation sites of 91 ESCC and matched adjacent normal tissues, we identified 35,577 differentially methylated CpG sites (DMCs) and characterized their distribution patterns. Integrating whole-genome DNA and RNA-sequencing data of the same samples, we found multiple dysregulated transcription factors and ESCC-specific genomic correlates of identified DMCs. Using featured DMCs, we developed a 12-marker diagnostic panel with high accuracy in our dataset and the TCGA ESCC dataset, and a 4-marker prognostic panel distinguishing high-risk patients. In-vitro experiments validated the functions of 4 marker host genes. Together these results provide additional evidence for the important roles of aberrant DNA methylations in ESCC development and progression. Our DMC-based diagnostic and prognostic panels have potential values for clinical care of ESCC, laying foundations for developing targeted methylation assays for future non-invasive cancer detection methods. Nature Publishing Group UK 2022-02-25 /pmc/articles/PMC8873499/ /pubmed/35210398 http://dx.doi.org/10.1038/s41392-022-00873-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Xi, Yiyi Lin, Yuan Guo, Wenjia Wang, Xinyu Zhao, Hengqiang Miao, Chuanwang Liu, Weiling Liu, Yachen Liu, Tianyuan Luo, Yingying Fan, Wenyi Lin, Ai Chen, Yamei Sun, Yanxia Ma, Yulin Niu, Xiangjie Zhong, Ce Tan, Wen Zhou, Meng Su, Jianzhong Wu, Chen Lin, Dongxin Multi-omic characterization of genome-wide abnormal DNA methylation reveals diagnostic and prognostic markers for esophageal squamous-cell carcinoma |
title | Multi-omic characterization of genome-wide abnormal DNA methylation reveals diagnostic and prognostic markers for esophageal squamous-cell carcinoma |
title_full | Multi-omic characterization of genome-wide abnormal DNA methylation reveals diagnostic and prognostic markers for esophageal squamous-cell carcinoma |
title_fullStr | Multi-omic characterization of genome-wide abnormal DNA methylation reveals diagnostic and prognostic markers for esophageal squamous-cell carcinoma |
title_full_unstemmed | Multi-omic characterization of genome-wide abnormal DNA methylation reveals diagnostic and prognostic markers for esophageal squamous-cell carcinoma |
title_short | Multi-omic characterization of genome-wide abnormal DNA methylation reveals diagnostic and prognostic markers for esophageal squamous-cell carcinoma |
title_sort | multi-omic characterization of genome-wide abnormal dna methylation reveals diagnostic and prognostic markers for esophageal squamous-cell carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8873499/ https://www.ncbi.nlm.nih.gov/pubmed/35210398 http://dx.doi.org/10.1038/s41392-022-00873-8 |
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