Immunology and Cell BiologyImmunologyPeer-reviewed journal article
Sex-dimorphic gene regulation in murine macrophages across niches
Cassandra Joan McGilliD, Olivia S. White, Ryan J. LuiD, Nirmal Kumar SampathkumariD, Bérénice Anath BenayouniD
Abstract
Macrophages are a key cell type of the innate immune system and are involved at all steps of inflammation: (i) they present antigens to initiate inflammation, (ii) they clear up foreign bodies through phagocytosis, and (iii) they resolve inflammation by removing or deactivating mediator cells. Many subtypes of macrophages have been identified, classified by their niche and/or embryonic origin. In order to better develop therapies for conditions with macrophage dysfunction, it is crucial to decipher potential sex-differences in key physiological mediators of inflammation so that treatment efficacy can be ensured regardless of biological sex. Here, we conduct a meta-analysis approach of transcriptomics datasets for male vs. female mouse macrophages across 8 niches to characterize conserved sex-dimorphic pathways in macrophages across origins and niches. For this purpose, we leveraged new and publicly available RNA-sequencing datasets from murine macrophages, preprocessed these datasets and filtered them based on objective QC criteria, and performed differential gene expression analysis using sex as the covariate of interest. Differentially expressed (DE) genes were compared across datasets and macrophage subsets, and functional enrichment analysis was performed to identify sex-specific functional differences. Consistent with their presence on the sex chromosomes, three genes were found to be differentially expressed across all datasets (i.e. Xist, Eif2s3y, and Ddx3y). More broadly, we found that female-biased pathways across macrophage niches are more consistent than male-biased pathways, specifically relating to components of the extracellular matrix. Our findings increase our understanding of transcriptional similarities across macrophage niches and underscore the importance of including sex as a biological variable in immune-related studies. HighlightsO_LIAcross 17 independently transcriptomic macrophage datasets, three genes are always differentially expressed between males and females: Ddx3y, Eif2s3y, and Xist. C_LIO_LIJaccard analysis reveals female macrophages have more stereotypical transcriptional profile than male macrophages across niches. C_LIO_LIFunctional enrichment analyses show that female-biased pathways across macrophage subtypes are enriched for extracellular matrix-related genes. C_LI
- organism: mouse
- assay: bulk RNA-seq
- research focus: differential expression
- approach: statistical model
- Citations
- 8
- FWCI
- 1.32
- Field percentile
- top 22%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Origin and microenvironment contribute to the sexually dimorphic phenotype and function of peritoneal macrophages.
C. C. Bain, D. A. Gibson, … S. J. Jenkins·bioRxiv·Nov 14, 2019
- Sex-specific regulation of macrophage function determines outcome to acute bacterial infection
Rebecca L. Belmonte, Julia Aleksandrowicz, … Jennifer C. Regan·bioRxiv·Sep 3, 2026
- Sex-dimorphic expression of extracellular matrix genes in mouse bone marrow neutrophils
C. J. McGill, C. Y. Ewald, B. A. Benayoun·bioRxiv·Feb 25, 2023
- Shared and niche-specific transcriptional signatures of macrophage aging revealed by a cross-tissue meta-analysis
Ella Schwab, Leon Chen, Bérénice Anath Benayoun·bioRxiv·May 28, 2026
- A Deep Transcriptome Meta-Analysis Reveals Sex-based Molecular Differences in Multiple Sclerosis
José F. Català-Senent, Zoraida Andreu, … Francisco Garcia‐García·Neurobiology of DiseasePeer-reviewed·Apr 5, 2023
- Mouse peritoneal macrophages undergo female-specific remodeling with aging driven by both hormone-dependent and -independent mechanisms
Ryan J. Lu, Shiqi Chen, … Bérénice Anath Benayoun·bioRxiv·Jun 11, 2025