Yearbook of pediatric endocrinology · 2021 · 48 citations · 49 references
Life SciencesGeneticsMolecular BiologyGene ExpressionGene FunctionTranscriptomicsCell-type-specific TranscriptomicsDifferential Gene Expression AnalysisFunctional GenomicsSex DeterminationSex DifferencesSex DifferentiationSex Differences In Genetic EffectsSex-biased Gene ExpressionSex-limited Gene ExpressionSex-linked Gene RegulationSex-specific Gene ExpressionTissue-specific ExpressionTranscriptome ComparisonTranscriptome Normalization
Many complex human phenotypes show sex‑differentiated characteristics, yet the molecular mechanisms underlying these differences remain largely unknown. We cataloged sex differences in gene expression and genetic regulation across 44 GTEx tissues, identifying cis eQTLs with sex‑differentiated effects and characterizing their cellular origins. Sex influences gene expression levels and cellular composition across tissues, with 37 % of genes showing sex‑biased expression in at least one tissue, and integration with GWAS identifies 58 gene‑trait associations driven by sex‑specific genetic regulation, providing an extensive characterization of sex differences in the human transcriptome and its genetic regulation.
Many complex human phenotypes exhibit sex-differentiated characteristics. However, the molecular mechanisms underlying these differences remain largely unknown. We generated a catalog of sex differences in gene expression and in the genetic regulation of gene expression across 44 human tissue sources surveyed by the Genotype-Tissue Expression project (GTEx, v8 release). We demonstrate that sex influences gene expression levels and cellular composition of tissue samples across the human body. A total of 37% of all genes exhibit sex-biased expression in at least one tissue. We identify cis expression quantitative trait loci (eQTLs) with sex-differentiated effects and characterize their cellular origin. By integrating sex-biased eQTLs with genome-wide association study data, we identify 58 gene-trait associations that are driven by genetic regulation of gene expression in a single sex. These findings provide an extensive characterization of sex differences in the human transcriptome and its genetic regulation.
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Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks
Paul Shannon, Andrew Markiel, Owen Ozier et al. · Genome Research · 2003 · 54.3K citations · Full text
The Genotype-Tissue Expression (GTEx) project.
voom: precision weights unlock linear model analysis tools for RNA-seq read counts
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The GTEx Consortium atlas of genetic regulatory effects across human tissues
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