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Tissue-specific pathways and networks underlying sexual dimorphism in non-alcoholic fatty liver disease
BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) encompasses benign steatosis and more severe conditions such as non-alcoholic steatohepatitis (NASH), cirrhosis, and liver cancer. This chronic liver disease has a poorly understood etiology and demonstrates sexual dimorphisms. We aim to examine...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6196429/ https://www.ncbi.nlm.nih.gov/pubmed/30343673 http://dx.doi.org/10.1186/s13293-018-0205-7 |
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author | Kurt, Zeyneb Barrere-Cain, Rio LaGuardia, Jonnby Mehrabian, Margarete Pan, Calvin Hui, Simon T Norheim, Frode Zhou, Zhiqiang Hasin, Yehudit Lusis, Aldons J Yang, Xia |
author_facet | Kurt, Zeyneb Barrere-Cain, Rio LaGuardia, Jonnby Mehrabian, Margarete Pan, Calvin Hui, Simon T Norheim, Frode Zhou, Zhiqiang Hasin, Yehudit Lusis, Aldons J Yang, Xia |
author_sort | Kurt, Zeyneb |
collection | PubMed |
description | BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) encompasses benign steatosis and more severe conditions such as non-alcoholic steatohepatitis (NASH), cirrhosis, and liver cancer. This chronic liver disease has a poorly understood etiology and demonstrates sexual dimorphisms. We aim to examine the molecular mechanisms underlying sexual dimorphisms in NAFLD pathogenesis through a comprehensive multi-omics study. We integrated genomics (DNA variations), transcriptomics of liver and adipose tissue, and phenotypic data of NAFLD derived from female mice of ~ 100 strains included in the hybrid mouse diversity panel (HMDP) and compared the NAFLD molecular pathways and gene networks between sexes. RESULTS: We identified both shared and sex-specific biological processes for NAFLD. Adaptive immunity, branched chain amino acid metabolism, oxidative phosphorylation, and cell cycle/apoptosis were shared between sexes. Among the sex-specific pathways were vitamins and cofactors metabolism and ion channel transport for females, and phospholipid, lysophospholipid, and phosphatidylinositol metabolism and insulin signaling for males. Additionally, numerous lipid and insulin-related pathways and inflammatory processes in the adipose and liver tissue appeared to show more prominent association with NAFLD in male HMDP. Using data-driven network modeling, we identified plausible sex-specific and tissue-specific regulatory genes as well as those that are shared between sexes. These key regulators orchestrate the NAFLD pathways in a sex- and tissue-specific manner. Gonadectomy experiments support that sex hormones may partially underlie the sexually dimorphic genes and pathways involved in NAFLD. CONCLUSIONS: Our multi-omics integrative study reveals sex- and tissue-specific genes, processes, and networks underlying sexual dimorphism in NAFLD and may facilitate sex-specific precision medicine. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13293-018-0205-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6196429 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-61964292018-10-30 Tissue-specific pathways and networks underlying sexual dimorphism in non-alcoholic fatty liver disease Kurt, Zeyneb Barrere-Cain, Rio LaGuardia, Jonnby Mehrabian, Margarete Pan, Calvin Hui, Simon T Norheim, Frode Zhou, Zhiqiang Hasin, Yehudit Lusis, Aldons J Yang, Xia Biol Sex Differ Research BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) encompasses benign steatosis and more severe conditions such as non-alcoholic steatohepatitis (NASH), cirrhosis, and liver cancer. This chronic liver disease has a poorly understood etiology and demonstrates sexual dimorphisms. We aim to examine the molecular mechanisms underlying sexual dimorphisms in NAFLD pathogenesis through a comprehensive multi-omics study. We integrated genomics (DNA variations), transcriptomics of liver and adipose tissue, and phenotypic data of NAFLD derived from female mice of ~ 100 strains included in the hybrid mouse diversity panel (HMDP) and compared the NAFLD molecular pathways and gene networks between sexes. RESULTS: We identified both shared and sex-specific biological processes for NAFLD. Adaptive immunity, branched chain amino acid metabolism, oxidative phosphorylation, and cell cycle/apoptosis were shared between sexes. Among the sex-specific pathways were vitamins and cofactors metabolism and ion channel transport for females, and phospholipid, lysophospholipid, and phosphatidylinositol metabolism and insulin signaling for males. Additionally, numerous lipid and insulin-related pathways and inflammatory processes in the adipose and liver tissue appeared to show more prominent association with NAFLD in male HMDP. Using data-driven network modeling, we identified plausible sex-specific and tissue-specific regulatory genes as well as those that are shared between sexes. These key regulators orchestrate the NAFLD pathways in a sex- and tissue-specific manner. Gonadectomy experiments support that sex hormones may partially underlie the sexually dimorphic genes and pathways involved in NAFLD. CONCLUSIONS: Our multi-omics integrative study reveals sex- and tissue-specific genes, processes, and networks underlying sexual dimorphism in NAFLD and may facilitate sex-specific precision medicine. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13293-018-0205-7) contains supplementary material, which is available to authorized users. BioMed Central 2018-10-22 /pmc/articles/PMC6196429/ /pubmed/30343673 http://dx.doi.org/10.1186/s13293-018-0205-7 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Kurt, Zeyneb Barrere-Cain, Rio LaGuardia, Jonnby Mehrabian, Margarete Pan, Calvin Hui, Simon T Norheim, Frode Zhou, Zhiqiang Hasin, Yehudit Lusis, Aldons J Yang, Xia Tissue-specific pathways and networks underlying sexual dimorphism in non-alcoholic fatty liver disease |
title | Tissue-specific pathways and networks underlying sexual dimorphism in non-alcoholic fatty liver disease |
title_full | Tissue-specific pathways and networks underlying sexual dimorphism in non-alcoholic fatty liver disease |
title_fullStr | Tissue-specific pathways and networks underlying sexual dimorphism in non-alcoholic fatty liver disease |
title_full_unstemmed | Tissue-specific pathways and networks underlying sexual dimorphism in non-alcoholic fatty liver disease |
title_short | Tissue-specific pathways and networks underlying sexual dimorphism in non-alcoholic fatty liver disease |
title_sort | tissue-specific pathways and networks underlying sexual dimorphism in non-alcoholic fatty liver disease |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6196429/ https://www.ncbi.nlm.nih.gov/pubmed/30343673 http://dx.doi.org/10.1186/s13293-018-0205-7 |
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