Cargando…
Identification of differentially methylated region (DMR) networks associated with progression of nonalcoholic fatty liver disease
The progression of nonalcoholic fatty liver disease (NAFLD) is affected by epigenetics. We performed differentially methylated region (DMR) and co-methylation analyses to identify DMR networks associated with the progression of NAFLD. DMRs displaying differences in multiple consecutive differentiall...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6134034/ https://www.ncbi.nlm.nih.gov/pubmed/30206277 http://dx.doi.org/10.1038/s41598-018-31886-5 |
_version_ | 1783354598148276224 |
---|---|
author | Hotta, Kikuko Kitamoto, Aya Kitamoto, Takuya Ogawa, Yuji Honda, Yasushi Kessoku, Takaomi Yoneda, Masato Imajo, Kento Tomeno, Wataru Saito, Satoru Nakajima, Atsushi |
author_facet | Hotta, Kikuko Kitamoto, Aya Kitamoto, Takuya Ogawa, Yuji Honda, Yasushi Kessoku, Takaomi Yoneda, Masato Imajo, Kento Tomeno, Wataru Saito, Satoru Nakajima, Atsushi |
author_sort | Hotta, Kikuko |
collection | PubMed |
description | The progression of nonalcoholic fatty liver disease (NAFLD) is affected by epigenetics. We performed differentially methylated region (DMR) and co-methylation analyses to identify DMR networks associated with the progression of NAFLD. DMRs displaying differences in multiple consecutive differentially methylated CpGs between mild and advanced NAFLD were extracted. The average values of topological overlap measures for the CpG matrix combining two different DMRs were calculated and two DMR networks that strongly correlated with the stages of fibrosis were identified. The annotated genes of one network included genes involved in transcriptional regulation, cytoskeleton organization, and cellular proliferation. The annotated genes of the second network were primarily associated with metabolic pathways. The CpG methylation levels in these networks were strongly affected by age and fasting plasma glucose levels, which may be important co-regulatory factors. The methylation status of five DMRs in the second network was reversible following weight loss. Our results suggest that CpG methylation in DMR networks is regulated concomitantly via aging and hyperglycemia and plays important roles in hepatic metabolic dysfunction, fibrosis, and potential tumorigenesis, which occur during the progression of NAFLD. By controlling weight and blood glucose levels, the methylation of DMRs in the second network may be reduced. |
format | Online Article Text |
id | pubmed-6134034 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-61340342018-09-15 Identification of differentially methylated region (DMR) networks associated with progression of nonalcoholic fatty liver disease Hotta, Kikuko Kitamoto, Aya Kitamoto, Takuya Ogawa, Yuji Honda, Yasushi Kessoku, Takaomi Yoneda, Masato Imajo, Kento Tomeno, Wataru Saito, Satoru Nakajima, Atsushi Sci Rep Article The progression of nonalcoholic fatty liver disease (NAFLD) is affected by epigenetics. We performed differentially methylated region (DMR) and co-methylation analyses to identify DMR networks associated with the progression of NAFLD. DMRs displaying differences in multiple consecutive differentially methylated CpGs between mild and advanced NAFLD were extracted. The average values of topological overlap measures for the CpG matrix combining two different DMRs were calculated and two DMR networks that strongly correlated with the stages of fibrosis were identified. The annotated genes of one network included genes involved in transcriptional regulation, cytoskeleton organization, and cellular proliferation. The annotated genes of the second network were primarily associated with metabolic pathways. The CpG methylation levels in these networks were strongly affected by age and fasting plasma glucose levels, which may be important co-regulatory factors. The methylation status of five DMRs in the second network was reversible following weight loss. Our results suggest that CpG methylation in DMR networks is regulated concomitantly via aging and hyperglycemia and plays important roles in hepatic metabolic dysfunction, fibrosis, and potential tumorigenesis, which occur during the progression of NAFLD. By controlling weight and blood glucose levels, the methylation of DMRs in the second network may be reduced. Nature Publishing Group UK 2018-09-11 /pmc/articles/PMC6134034/ /pubmed/30206277 http://dx.doi.org/10.1038/s41598-018-31886-5 Text en © The Author(s) 2018 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/. |
spellingShingle | Article Hotta, Kikuko Kitamoto, Aya Kitamoto, Takuya Ogawa, Yuji Honda, Yasushi Kessoku, Takaomi Yoneda, Masato Imajo, Kento Tomeno, Wataru Saito, Satoru Nakajima, Atsushi Identification of differentially methylated region (DMR) networks associated with progression of nonalcoholic fatty liver disease |
title | Identification of differentially methylated region (DMR) networks associated with progression of nonalcoholic fatty liver disease |
title_full | Identification of differentially methylated region (DMR) networks associated with progression of nonalcoholic fatty liver disease |
title_fullStr | Identification of differentially methylated region (DMR) networks associated with progression of nonalcoholic fatty liver disease |
title_full_unstemmed | Identification of differentially methylated region (DMR) networks associated with progression of nonalcoholic fatty liver disease |
title_short | Identification of differentially methylated region (DMR) networks associated with progression of nonalcoholic fatty liver disease |
title_sort | identification of differentially methylated region (dmr) networks associated with progression of nonalcoholic fatty liver disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6134034/ https://www.ncbi.nlm.nih.gov/pubmed/30206277 http://dx.doi.org/10.1038/s41598-018-31886-5 |
work_keys_str_mv | AT hottakikuko identificationofdifferentiallymethylatedregiondmrnetworksassociatedwithprogressionofnonalcoholicfattyliverdisease AT kitamotoaya identificationofdifferentiallymethylatedregiondmrnetworksassociatedwithprogressionofnonalcoholicfattyliverdisease AT kitamototakuya identificationofdifferentiallymethylatedregiondmrnetworksassociatedwithprogressionofnonalcoholicfattyliverdisease AT ogawayuji identificationofdifferentiallymethylatedregiondmrnetworksassociatedwithprogressionofnonalcoholicfattyliverdisease AT hondayasushi identificationofdifferentiallymethylatedregiondmrnetworksassociatedwithprogressionofnonalcoholicfattyliverdisease AT kessokutakaomi identificationofdifferentiallymethylatedregiondmrnetworksassociatedwithprogressionofnonalcoholicfattyliverdisease AT yonedamasato identificationofdifferentiallymethylatedregiondmrnetworksassociatedwithprogressionofnonalcoholicfattyliverdisease AT imajokento identificationofdifferentiallymethylatedregiondmrnetworksassociatedwithprogressionofnonalcoholicfattyliverdisease AT tomenowataru identificationofdifferentiallymethylatedregiondmrnetworksassociatedwithprogressionofnonalcoholicfattyliverdisease AT saitosatoru identificationofdifferentiallymethylatedregiondmrnetworksassociatedwithprogressionofnonalcoholicfattyliverdisease AT nakajimaatsushi identificationofdifferentiallymethylatedregiondmrnetworksassociatedwithprogressionofnonalcoholicfattyliverdisease |