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Hepatic steatosis and steatohepatitis: a functional meta-analysis of sex-based differences in transcriptomic studies
BACKGROUND: Previous studies have described sex-based differences in the epidemiological and clinical patterns of non-alcoholic fatty liver disease (NAFLD); however, we understand relatively little regarding the underlying molecular mechanisms. Herein, we present the first systematic review and meta...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7995602/ https://www.ncbi.nlm.nih.gov/pubmed/33766130 http://dx.doi.org/10.1186/s13293-021-00368-1 |
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author | Català-Senent, José F. Hidalgo, Marta R. Berenguer, Marina Parthasarathy, Gopanandan Malhi, Harmeet Malmierca-Merlo, Pablo de la Iglesia-Vayá, María García-García, Francisco |
author_facet | Català-Senent, José F. Hidalgo, Marta R. Berenguer, Marina Parthasarathy, Gopanandan Malhi, Harmeet Malmierca-Merlo, Pablo de la Iglesia-Vayá, María García-García, Francisco |
author_sort | Català-Senent, José F. |
collection | PubMed |
description | BACKGROUND: Previous studies have described sex-based differences in the epidemiological and clinical patterns of non-alcoholic fatty liver disease (NAFLD); however, we understand relatively little regarding the underlying molecular mechanisms. Herein, we present the first systematic review and meta-analysis of NAFLD transcriptomic studies to identify sex-based differences in the molecular mechanisms involved during the steatosis (NAFL) and steatohepatitis (NASH) stages of the disease. METHODS: Transcriptomic studies in the Gene Expression Omnibus database were systematically reviewed following the PRISMA statement guidelines. For each study, NAFL and NASH in premenopausal women and men were compared using a dual strategy: gene-set analysis and pathway activity analysis. Finally, the functional results of all studies were integrated into a meta-analysis. RESULTS: We reviewed a total of 114 abstracts and analyzed seven studies that included 323 eligible patients. The meta-analyses identified significantly altered molecular mechanisms between premenopausal women and men, including the overrepresentation of genes associated with DNA regulation, vinculin binding, interleukin-2 responses, negative regulation of neuronal death, and the transport of ions and cations in premenopausal women. In men, we discovered the overrepresentation of genes associated with the negative regulation of interleukin-6 and the establishment of planar polarity involved in neural tube closure. CONCLUSIONS: Our meta-analysis of transcriptomic data provides a powerful approach to identify sex-based differences in NAFLD. We detected differences in relevant biological functions and molecular terms between premenopausal women and men. Differences in immune responsiveness between men and premenopausal women with NAFLD suggest that women possess a more immune tolerant milieu, while men display an impaired liver regenerative response. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13293-021-00368-1. |
format | Online Article Text |
id | pubmed-7995602 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-79956022021-03-26 Hepatic steatosis and steatohepatitis: a functional meta-analysis of sex-based differences in transcriptomic studies Català-Senent, José F. Hidalgo, Marta R. Berenguer, Marina Parthasarathy, Gopanandan Malhi, Harmeet Malmierca-Merlo, Pablo de la Iglesia-Vayá, María García-García, Francisco Biol Sex Differ Research BACKGROUND: Previous studies have described sex-based differences in the epidemiological and clinical patterns of non-alcoholic fatty liver disease (NAFLD); however, we understand relatively little regarding the underlying molecular mechanisms. Herein, we present the first systematic review and meta-analysis of NAFLD transcriptomic studies to identify sex-based differences in the molecular mechanisms involved during the steatosis (NAFL) and steatohepatitis (NASH) stages of the disease. METHODS: Transcriptomic studies in the Gene Expression Omnibus database were systematically reviewed following the PRISMA statement guidelines. For each study, NAFL and NASH in premenopausal women and men were compared using a dual strategy: gene-set analysis and pathway activity analysis. Finally, the functional results of all studies were integrated into a meta-analysis. RESULTS: We reviewed a total of 114 abstracts and analyzed seven studies that included 323 eligible patients. The meta-analyses identified significantly altered molecular mechanisms between premenopausal women and men, including the overrepresentation of genes associated with DNA regulation, vinculin binding, interleukin-2 responses, negative regulation of neuronal death, and the transport of ions and cations in premenopausal women. In men, we discovered the overrepresentation of genes associated with the negative regulation of interleukin-6 and the establishment of planar polarity involved in neural tube closure. CONCLUSIONS: Our meta-analysis of transcriptomic data provides a powerful approach to identify sex-based differences in NAFLD. We detected differences in relevant biological functions and molecular terms between premenopausal women and men. Differences in immune responsiveness between men and premenopausal women with NAFLD suggest that women possess a more immune tolerant milieu, while men display an impaired liver regenerative response. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13293-021-00368-1. BioMed Central 2021-03-25 /pmc/articles/PMC7995602/ /pubmed/33766130 http://dx.doi.org/10.1186/s13293-021-00368-1 Text en © The Author(s) 2021 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/. 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 in a credit line to the data. |
spellingShingle | Research Català-Senent, José F. Hidalgo, Marta R. Berenguer, Marina Parthasarathy, Gopanandan Malhi, Harmeet Malmierca-Merlo, Pablo de la Iglesia-Vayá, María García-García, Francisco Hepatic steatosis and steatohepatitis: a functional meta-analysis of sex-based differences in transcriptomic studies |
title | Hepatic steatosis and steatohepatitis: a functional meta-analysis of sex-based differences in transcriptomic studies |
title_full | Hepatic steatosis and steatohepatitis: a functional meta-analysis of sex-based differences in transcriptomic studies |
title_fullStr | Hepatic steatosis and steatohepatitis: a functional meta-analysis of sex-based differences in transcriptomic studies |
title_full_unstemmed | Hepatic steatosis and steatohepatitis: a functional meta-analysis of sex-based differences in transcriptomic studies |
title_short | Hepatic steatosis and steatohepatitis: a functional meta-analysis of sex-based differences in transcriptomic studies |
title_sort | hepatic steatosis and steatohepatitis: a functional meta-analysis of sex-based differences in transcriptomic studies |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7995602/ https://www.ncbi.nlm.nih.gov/pubmed/33766130 http://dx.doi.org/10.1186/s13293-021-00368-1 |
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