Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Kang, Byeonggeun, Kang, Byunghee, Roh, Tae-Young, Seong, Rho Hyun, Kim, Won
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Society for Molecular and Cellular Biology 2022
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
_version_ 1784705768654635008
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
work_keys_str_mv AT kangbyeonggeun thechromatinaccessibilitylandscapeofnonalcoholicfattyliverdiseaseprogression
AT kangbyunghee thechromatinaccessibilitylandscapeofnonalcoholicfattyliverdiseaseprogression
AT rohtaeyoung thechromatinaccessibilitylandscapeofnonalcoholicfattyliverdiseaseprogression
AT seongrhohyun thechromatinaccessibilitylandscapeofnonalcoholicfattyliverdiseaseprogression
AT kimwon thechromatinaccessibilitylandscapeofnonalcoholicfattyliverdiseaseprogression
AT kangbyeonggeun chromatinaccessibilitylandscapeofnonalcoholicfattyliverdiseaseprogression
AT kangbyunghee chromatinaccessibilitylandscapeofnonalcoholicfattyliverdiseaseprogression
AT rohtaeyoung chromatinaccessibilitylandscapeofnonalcoholicfattyliverdiseaseprogression
AT seongrhohyun chromatinaccessibilitylandscapeofnonalcoholicfattyliverdiseaseprogression
AT kimwon chromatinaccessibilitylandscapeofnonalcoholicfattyliverdiseaseprogression