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The Chromatin Accessibility Landscape of Nonalcoholic Fatty Liver Disease Progression
The advent of the assay for transposase-accessible chromatin using sequencing (ATAC-seq) has shown great potential as a leading method for analyzing the genome-wide profiling of chromatin accessibility. A comprehensive reference to the ATAC-seq dataset for disease progression is important for unders...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Korean Society for Molecular and Cellular Biology
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9095509/ https://www.ncbi.nlm.nih.gov/pubmed/35422452 http://dx.doi.org/10.14348/molcells.2022.0001 |
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author | Kang, Byeonggeun Kang, Byunghee Roh, Tae-Young Seong, Rho Hyun Kim, Won |
author_facet | Kang, Byeonggeun Kang, Byunghee Roh, Tae-Young Seong, Rho Hyun Kim, Won |
author_sort | Kang, Byeonggeun |
collection | PubMed |
description | The advent of the assay for transposase-accessible chromatin using sequencing (ATAC-seq) has shown great potential as a leading method for analyzing the genome-wide profiling of chromatin accessibility. A comprehensive reference to the ATAC-seq dataset for disease progression is important for understanding the regulatory specificity caused by genetic or epigenetic changes. In this study, we present a genome-wide chromatin accessibility profile of 44 liver samples spanning the full histological spectrum of nonalcoholic fatty liver disease (NAFLD). We analyzed the ATAC-seq signal enrichment, fragment size distribution, and correlation coefficients according to the histological severity of NAFLD (healthy control vs steatosis vs fibrotic nonalcoholic steatohepatitis), demonstrating the high quality of the dataset. Consequently, 112,303 merged regions (genomic regions containing one or multiple overlapping peak regions) were identified. Additionally, we found differentially accessible regions (DARs) and performed transcription factor binding motif enrichment analysis and de novo motif analysis to determine new biomarker candidates. These data revealed the gene-regulatory interactions and noncoding factors that can affect NAFLD progression. In summary, our study provides a valuable resource for the human epigenome by applying an advanced approach to facilitate diagnosis and treatment by understanding the non-coding genome of NAFLD. |
format | Online Article Text |
id | pubmed-9095509 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Korean Society for Molecular and Cellular Biology |
record_format | MEDLINE/PubMed |
spelling | pubmed-90955092022-05-18 The Chromatin Accessibility Landscape of Nonalcoholic Fatty Liver Disease Progression Kang, Byeonggeun Kang, Byunghee Roh, Tae-Young Seong, Rho Hyun Kim, Won Mol Cells Research Article The advent of the assay for transposase-accessible chromatin using sequencing (ATAC-seq) has shown great potential as a leading method for analyzing the genome-wide profiling of chromatin accessibility. A comprehensive reference to the ATAC-seq dataset for disease progression is important for understanding the regulatory specificity caused by genetic or epigenetic changes. In this study, we present a genome-wide chromatin accessibility profile of 44 liver samples spanning the full histological spectrum of nonalcoholic fatty liver disease (NAFLD). We analyzed the ATAC-seq signal enrichment, fragment size distribution, and correlation coefficients according to the histological severity of NAFLD (healthy control vs steatosis vs fibrotic nonalcoholic steatohepatitis), demonstrating the high quality of the dataset. Consequently, 112,303 merged regions (genomic regions containing one or multiple overlapping peak regions) were identified. Additionally, we found differentially accessible regions (DARs) and performed transcription factor binding motif enrichment analysis and de novo motif analysis to determine new biomarker candidates. These data revealed the gene-regulatory interactions and noncoding factors that can affect NAFLD progression. In summary, our study provides a valuable resource for the human epigenome by applying an advanced approach to facilitate diagnosis and treatment by understanding the non-coding genome of NAFLD. Korean Society for Molecular and Cellular Biology 2022-05-31 2022-04-15 /pmc/articles/PMC9095509/ /pubmed/35422452 http://dx.doi.org/10.14348/molcells.2022.0001 Text en © The Korean Society for Molecular and Cellular Biology. All rights reserved. https://creativecommons.org/licenses/by-nc-sa/3.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/3.0/ (https://creativecommons.org/licenses/by-nc-sa/3.0/) |
spellingShingle | Research Article Kang, Byeonggeun Kang, Byunghee Roh, Tae-Young Seong, Rho Hyun Kim, Won The Chromatin Accessibility Landscape of Nonalcoholic Fatty Liver Disease Progression |
title | The Chromatin Accessibility Landscape of Nonalcoholic Fatty Liver Disease Progression |
title_full | The Chromatin Accessibility Landscape of Nonalcoholic Fatty Liver Disease Progression |
title_fullStr | The Chromatin Accessibility Landscape of Nonalcoholic Fatty Liver Disease Progression |
title_full_unstemmed | The Chromatin Accessibility Landscape of Nonalcoholic Fatty Liver Disease Progression |
title_short | The Chromatin Accessibility Landscape of Nonalcoholic Fatty Liver Disease Progression |
title_sort | chromatin accessibility landscape of nonalcoholic fatty liver disease progression |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9095509/ https://www.ncbi.nlm.nih.gov/pubmed/35422452 http://dx.doi.org/10.14348/molcells.2022.0001 |
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