ArticlePNAS nexus2022
Sex differences in interindividual gene expression variability across human tissues.
Article in PNAS nexus, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
What it found
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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.
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Who cites it
15 citing papers in PubMed, 25 citations in OpenAlex.
- On the importance of including both sexes in animal studies - insights from home-cage monitoring.Biological reviews of the Cambridge Philosophical Society · 2026Review
- Machine learning for evolutionary genetics and molecular evolution.Trends in genetics : TIG · 2026Review
- Conservation and divergence of sex-biased gene expression across 50 million years of Drosophila evolution.Molecular biology and evolution · 2026Article
- Transcriptional mechanisms of sex-biased gene expression and their connections to disease-associated variation.Human molecular genetics · 2026Article
- A visualization tool for individual gene expression profiles among males and females in GTEx tissues.Biology of sex differences · 2025Article
- The Genomic Kaleidoscope: On the Hidden Dimensions of Within-Species Genomic Diversity.Genome biology and evolution · 2025Review
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- ComBatLS: A Location- and Scale-Preserving Method for Multi-Site Image Harmonization.Human brain mapping · 2025Article
- ComBatLS: A location- and scale-preserving method for multi-site image harmonization.bioRxiv : the preprint server for biology · 2024Article
- Dietary restriction reveals sex-specific expression of the mTOR pathway genes in Japanese quails.Scientific reports · 2024Article
- Sex-based disparities in DNA methylation and gene expression in late-gestation mouse placentas.Biology of sex differences · 2024Article
- Paternal impact on the developmental programming of sexual dimorphism.Frontiers in cell and developmental biology · 2024Review
- Gene expression variability in long-term survivors of childhood cancer and cancer-free controls in response to ionizing irradiation.Molecular medicine (Cambridge, Mass.) · 2023Article
- Sex matters: the frequently overlooked importance of considering sex in computational models.Frontiers in physiology · 2023Review
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
Understanding phenotypic sex differences has long been a goal of biology from both a medical and evolutionary perspective. Although much attention has been paid to mean differences in phenotype between the sexes, little is known about sex differences in phenotypic variability. To gain insight into sex differences in interindividual variability at the molecular level, we analyzed RNA-seq data from 43 tissues from the Genotype-Tissue Expression project (GTEx). Within each tissue, we identified genes that show sex differences in gene expression variability. We found that these sex-differentially variable (SDV) genes are associated with various important biological functions, including sex hormone response, immune response, and other signaling pathways. By analyzing single-cell RNA sequencing data collected from breast epithelial cells, we found that genes with sex differences in gene expression variability in breast tissue tend to be expressed in a cell-type-specific manner. We looked for an association between SDV expression and Graves' disease, a well-known heavily female-biased disease, and found a significant enrichment of Graves' associated genes among genes with higher variability in females in thyroid tissue. This suggests a possible role for SDV expression in sex-biased disease. We then examined the evolutionary constraints acting on genes with sex differences in variability and found that they exhibit evidence of increased selective constraint. Through analysis of sex-biased eQTL data, we found evidence that SDV expression may have a genetic basis. Finally, we propose a simple evolutionary model for the emergence of SDV expression from sex-specific constraints.
Identifiers
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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.