ArticleFrontiers in genetics2016
Large Scale Gene Expression Meta-Analysis Reveals Tissue-Specific, Sex-Biased Gene Expression in Humans.
Article in Frontiers in genetics, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 82 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
82 citing papers in PubMed, 1 synthesis or guideline pooled it, 151 citations in OpenAlex.
- Pooled it
- LPS stimulation reveals male and female dimorphism in human iPSC-derived macrophages.iScience · 2026Article
- Sex as a biological variable in human dental pulp stem cells: An exploratory epigenomic and transcriptomic comparison.Regenerative therapy · 2026Article
- Cell-type specific allelic dampening of sex-linked genes in sex chromosome aneuploidy.bioRxiv : the preprint server for biology · 2026Article
- Sex-stratified genetic regulators of cytokine production in the Dutch and Tanzanian populations.HGG advances · 2026Article
- Transcriptional mechanisms of sex-biased gene expression and their connections to disease-associated variation.Human molecular genetics · 2026Article
- How Does Biological Sex Impact Mucosal Bacterial Infection? Mucosal Defenses and Bacterial Detection.Immunological reviews · 2026Review
- Integrative microRNA and transcriptome analysis reveals sex-specific molecular divergence in human bladder cancer.Biology of sex differences · 2026Article
- Before hormones: early sex-specific mechanisms shaping nervous system development, function, and postnatal disease susceptibility.Frontiers in behavioral neuroscience · 2026Review
- A visualization tool for individual gene expression profiles among males and females in GTEx tissues.Biology of sex differences · 2025Article
- Modeling the interplay of sex hormones in cardiac hypertrophic signaling.PLoS computational biology · 2025Article
- Evolution of Sex-Biased Gene Expression During Transitions to Separate Sexes in the Silene Genus.Molecular biology and evolution · 2025Article
- A semi-empirical Bayes approach for calibrating weak instrumental bias in sex-specific Mendelian randomization studies.American journal of human genetics · 2025Article
- Switch-like gene expression modulates disease risk.Nature communications · 2025Article
- Multi-omic and spatial analysis of mouse kidneys highlights sex-specific differences in gene regulation across the lifespan.Nature genetics · 2025Article
- Sexual Size Dimorphism Correlates With the Number of Androgen Response Elements in Mammals, But Only in Small-Bodied Species.Genome biology and evolution · 2025Article
- Single-Cell Analysis of Sex and Gender Differences in the Human Brain During Development and Disease.Cellular and molecular neurobiology · 2025Article
- Increased expression of ER stress, inflammasome activation, and mitochondrial biogenesis-related genes in peripheral blood mononuclear cells in major depressive disorder.Molecular psychiatry · 2025Article
- The interplay of sex and genotype in disease associations: a comprehensive network analysis in the UK Biobank.Human genomics · 2025Article
- Sex-biased human thymic architecture guides T cell development through spatially defined niches.Developmental cell · 2025Article
22 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The severity and prevalence of many diseases are known to differ between the sexes. Organ specific sex-biased gene expression may underpin these and other sexually dimorphic traits. To further our understanding of sex differences in transcriptional regulation, we performed meta-analyses of sex biased gene expression in multiple human tissues. We analyzed 22 publicly available human gene expression microarray data sets including over 2500 samples from 15 different tissues and 9 different organs. Briefly, by using an inverse-variance method we determined the effect size difference of gene expression between males and females. We found the greatest sex differences in gene expression in the brain, specifically in the anterior cingulate cortex, (1818 genes), followed by the heart (375 genes), kidney (224 genes), colon (218 genes), and thyroid (163 genes). More interestingly, we found different parts of the brain with varying numbers and identity of sex-biased genes, indicating that specific cortical regions may influence sexually dimorphic traits. The majority of sex-biased genes in other tissues such as the bladder, liver, lungs, and pancreas were on the sex chromosomes or involved in sex hormone production. On average in each tissue, 32% of autosomal genes that were expressed in a sex-biased fashion contained androgen or estrogen hormone response elements. Interestingly, across all tissues, we found approximately two-thirds of autosomal genes that were sex-biased were not under direct influence of sex hormones. To our knowledge this is the largest analysis of sex-biased gene expression in human tissues to date. We identified many sex-biased genes that were not under the direct influence of sex chromosome genes or sex hormones. These may provide targets for future development of sex-specific treatments for diseases.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.