Biology of Sex DifferencesGenetic & Genomic MedicinePeer-reviewed journal article
Hepatic steatosis and steatohepatitis: a functional metaanalysis of sex-based differences in transcriptomic studies
José F. Català-SenentiD, Marta R. HidalgoiD, Marina BerengueriD, Gopanandan ParthasarathyiD, Harmeet MalhiiD, Pablo Malmierca-MerloiD, María de la Iglesia-VayáiD, Francisco Garcia‐GarcíaiD
Abstract
Background & aimsSex differences in non-alcoholic fatty liver disease (NAFLD) are well known and yet, most of the studies available in the literature do not include this factor when analysing the data. Here we present a functional meta-analysis of NAFLD studies to detect the molecular mechanisms involved in its progression, distinguishing any differences relative to patient sex. MethodsWe systematically reviewed the Gene Expression Omnibus (GEO) database functional Gene Ontology (GO) terms detailed in transcriptomic studies, following the PRISMA statement guidelines. For each study, we compared the progression from steatosis (NAFL) to steatohepatitis (NASH) in premenopausal women and men using a dual strategy: a gene-set analysis and a pathway activity analysis. The functional results of all the studies were integrated in a meta-analysis. ResultsA total of 114 abstracts were reviewed and 7 studies, which included 323 eligible patients, were finally analysed. The meta-analyses highlighted significant functions in both sexes. In premenopausal women, the overrepresented functions referred to DNA regulation, vinculin binding, IL-2 responses, negative regulation of neuronal death, and the transport of ions and cations. In men, they referred to the negative regulation of IL-6 and the establishment of planar polarity involved in neural tube closure. ConclusionsOur meta-analysis of this transcriptomic data provides a powerful approach to identify sex differences in the progression from NAFL to NASH. We detected relevant biological functions and molecular terms that were affected differently between premenopausal women and men. Changes in the immune responsiveness between men and women with NAFLD suggested that women have a more immune tolerant milieu while men have an impaired liver regenerative response. Introductory StatementProgression from NAFL to NASH differently affects cellular functions in women and men. Here we systematically reviewed publicly available transcriptomic data and then performed a meta-analysis to find these affected functions. Thus, we identified 13 biological functions implicated in the progression of NAFLD that were differentially affected by sex. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=170 SRC="FIGDIR/small/20118570v3_ufig1.gif" ALT="Figure 1"> View larger version (41K): org.highwire.dtl.DTLVardef@15da25corg.highwire.dtl.DTLVardef@4e6fbforg.highwire.dtl.DTLVardef@18a92eaorg.highwire.dtl.DTLVardef@b36b7f_HPS_FORMAT_FIGEXP M_FIG C_FIG
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- approach: statistical model
- Citations
- 39
- FWCI
- 1.53
- Field percentile
- top 15%
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