Cargando…
A targeted multi-omics approach reveals paraoxonase-1 as a determinant of obesity-associated fatty liver disease
BACKGROUND: The multifactorial nature of non-alcoholic fatty liver disease cannot be explained solely by genetic factors. Recent evidence revealed that DNA methylation changes take place at proximal promoters within susceptibility genes. This emphasizes the need for integrating multiple data types t...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8360816/ https://www.ncbi.nlm.nih.gov/pubmed/34389043 http://dx.doi.org/10.1186/s13148-021-01142-1 |
_version_ | 1783737822403887104 |
---|---|
author | Diels, Sara Cuypers, Bart Tvarijonaviciute, Asta Derudas, Bruno Van Dijck, Evelien Verrijken, An Van Gaal, Luc F. Laukens, Kris Lefebvre, Philippe Ceron, Jose J. Francque, Sven Vanden Berghe, Wim Van Hul, Wim |
author_facet | Diels, Sara Cuypers, Bart Tvarijonaviciute, Asta Derudas, Bruno Van Dijck, Evelien Verrijken, An Van Gaal, Luc F. Laukens, Kris Lefebvre, Philippe Ceron, Jose J. Francque, Sven Vanden Berghe, Wim Van Hul, Wim |
author_sort | Diels, Sara |
collection | PubMed |
description | BACKGROUND: The multifactorial nature of non-alcoholic fatty liver disease cannot be explained solely by genetic factors. Recent evidence revealed that DNA methylation changes take place at proximal promoters within susceptibility genes. This emphasizes the need for integrating multiple data types to provide a better understanding of the disease’s pathogenesis. One such candidate gene is paraoxonase-1 (PON1). Substantial interindividual differences in PON1 are apparent and could influence disease risk later in life. The aim of this study was therefore to determine the different regulatory aspects of PON1 variability and to examine them in relation to the predisposition to obesity-associated fatty liver disease. RESULTS: A targeted multi-omics approach was applied to investigate the interplay between PON1 genetic variants, promoter methylation, expression profile and enzymatic activity in an adult patient cohort with extensive metabolic and hepatic characterisation including liver biopsy. Alterations in PON1 status were shown to correlate with waist-to-hip ratio and relevant features of liver pathology. Particularly, the regulatory polymorphism rs705379:C > T was strongly associated with more severe liver disease. Multivariable data analysis furthermore indicated a significant association of combined genetic and epigenetic PON1 regulation. This identified relationship postulates a role for DNA methylation as a mediator between PON1 genetics and expression, which is believed to further influence liver disease progression via modifications in PON1 catalytic efficiency. CONCLUSIONS: Our findings demonstrate that vertical data-integration of genetic and epigenetic regulatory mechanisms generated a more in-depth understanding of the molecular basis underlying the development of obesity-associated fatty liver disease. We gained novel insights into how NAFLD classification and outcome are orchestrated, which could not have been obtained by exclusively considering genetic variation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01142-1. |
format | Online Article Text |
id | pubmed-8360816 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-83608162021-08-13 A targeted multi-omics approach reveals paraoxonase-1 as a determinant of obesity-associated fatty liver disease Diels, Sara Cuypers, Bart Tvarijonaviciute, Asta Derudas, Bruno Van Dijck, Evelien Verrijken, An Van Gaal, Luc F. Laukens, Kris Lefebvre, Philippe Ceron, Jose J. Francque, Sven Vanden Berghe, Wim Van Hul, Wim Clin Epigenetics Research BACKGROUND: The multifactorial nature of non-alcoholic fatty liver disease cannot be explained solely by genetic factors. Recent evidence revealed that DNA methylation changes take place at proximal promoters within susceptibility genes. This emphasizes the need for integrating multiple data types to provide a better understanding of the disease’s pathogenesis. One such candidate gene is paraoxonase-1 (PON1). Substantial interindividual differences in PON1 are apparent and could influence disease risk later in life. The aim of this study was therefore to determine the different regulatory aspects of PON1 variability and to examine them in relation to the predisposition to obesity-associated fatty liver disease. RESULTS: A targeted multi-omics approach was applied to investigate the interplay between PON1 genetic variants, promoter methylation, expression profile and enzymatic activity in an adult patient cohort with extensive metabolic and hepatic characterisation including liver biopsy. Alterations in PON1 status were shown to correlate with waist-to-hip ratio and relevant features of liver pathology. Particularly, the regulatory polymorphism rs705379:C > T was strongly associated with more severe liver disease. Multivariable data analysis furthermore indicated a significant association of combined genetic and epigenetic PON1 regulation. This identified relationship postulates a role for DNA methylation as a mediator between PON1 genetics and expression, which is believed to further influence liver disease progression via modifications in PON1 catalytic efficiency. CONCLUSIONS: Our findings demonstrate that vertical data-integration of genetic and epigenetic regulatory mechanisms generated a more in-depth understanding of the molecular basis underlying the development of obesity-associated fatty liver disease. We gained novel insights into how NAFLD classification and outcome are orchestrated, which could not have been obtained by exclusively considering genetic variation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01142-1. BioMed Central 2021-08-13 /pmc/articles/PMC8360816/ /pubmed/34389043 http://dx.doi.org/10.1186/s13148-021-01142-1 Text en © The Author(s) 2021 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 Diels, Sara Cuypers, Bart Tvarijonaviciute, Asta Derudas, Bruno Van Dijck, Evelien Verrijken, An Van Gaal, Luc F. Laukens, Kris Lefebvre, Philippe Ceron, Jose J. Francque, Sven Vanden Berghe, Wim Van Hul, Wim A targeted multi-omics approach reveals paraoxonase-1 as a determinant of obesity-associated fatty liver disease |
title | A targeted multi-omics approach reveals paraoxonase-1 as a determinant of obesity-associated fatty liver disease |
title_full | A targeted multi-omics approach reveals paraoxonase-1 as a determinant of obesity-associated fatty liver disease |
title_fullStr | A targeted multi-omics approach reveals paraoxonase-1 as a determinant of obesity-associated fatty liver disease |
title_full_unstemmed | A targeted multi-omics approach reveals paraoxonase-1 as a determinant of obesity-associated fatty liver disease |
title_short | A targeted multi-omics approach reveals paraoxonase-1 as a determinant of obesity-associated fatty liver disease |
title_sort | targeted multi-omics approach reveals paraoxonase-1 as a determinant of obesity-associated fatty liver disease |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8360816/ https://www.ncbi.nlm.nih.gov/pubmed/34389043 http://dx.doi.org/10.1186/s13148-021-01142-1 |
work_keys_str_mv | AT dielssara atargetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT cuypersbart atargetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT tvarijonaviciuteasta atargetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT derudasbruno atargetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT vandijckevelien atargetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT verrijkenan atargetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT vangaallucf atargetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT laukenskris atargetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT lefebvrephilippe atargetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT ceronjosej atargetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT francquesven atargetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT vandenberghewim atargetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT vanhulwim atargetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT dielssara targetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT cuypersbart targetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT tvarijonaviciuteasta targetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT derudasbruno targetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT vandijckevelien targetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT verrijkenan targetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT vangaallucf targetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT laukenskris targetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT lefebvrephilippe targetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT ceronjosej targetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT francquesven targetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT vandenberghewim targetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease AT vanhulwim targetedmultiomicsapproachrevealsparaoxonase1asadeterminantofobesityassociatedfattyliverdisease |