ArticleBiology of sex differences2023
Comparative developmental genomics of sex-biased gene expression in early embryogenesis across mammals.
Article in Biology of sex differences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 14 citations in OpenAlex.
- Elevated zygotic let-7f-5p alters developmental trajectories and sex-specific somatic growth.iScience · 2026Article
- Impact of consanguineous marriage on developmental dental anomalies: a cross-sectional study.BMC oral health · 2026Article
- Before hormones: early sex-specific mechanisms shaping nervous system development, function, and postnatal disease susceptibility.Frontiers in behavioral neuroscience · 2026Review
- Impact of sperm fractionation on chromosome positioning, chromatin integrity, DNA methylation, and hydroxymethylation level.Cellular & molecular biology letters · 2025Article
- A survey of human cancer-germline genes: Linking X chromosome localization, DNA methylation and sex-biased expression in early embryos.PLoS genetics · 2025Article
- Sex-biased transcriptome in in vitro produced bovine early embryos.Cell & bioscience · 2025Article
- Survey of gene, lncRNA and transposon transcription patterns in four mouse organs highlights shared and organ-specific sex-biased regulation.Genome biology · 2025Article
- In search of the genetic variants of human sex ratio at birth: was Fisher wrong about sex ratio evolution?Proceedings. Biological sciences · 2024Article
- Paternal impact on the developmental programming of sexual dimorphism.Frontiers in cell and developmental biology · 2024Review
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMammalian gonadal sex is determined by the presence or absence of a Y chromosome and the subsequent production of sex hormones contributes to secondary sexual differentiation. However, sex chromosome-linked genes encoding dosage-sensitive transcription and epigenetic factors are expressed well before gonad formation and have the potential to establish sex-biased expression that persists beyond the appearance of gonadal hormones. Here, we apply a comparative bioinformatics analysis on a pair of published single-cell datasets from mouse and human during very early embryogenesis-from two-cell to pre-implantation stages-to characterize sex-specific signals and to assess the degree of conservation among early acting sex-specific genes and pathways.
resultsClustering and regression analyses of gene expression across samples reveal that sex initially plays a significant role in overall gene expression patterns at the earliest stages of embryogenesis which potentially may be the byproduct of signals from male and female gametes during fertilization. Although these transcriptional sex effects rapidly diminish, sex-biased genes appear to form sex-specific protein-protein interaction networks across pre-implantation stages in both mammals providing evidence that sex-biased expression of epigenetic enzymes may establish sex-specific patterns that persist beyond pre-implantation. Non-negative matrix factorization (NMF) on male and female transcriptomes generated clusters of genes with similar expression patterns across sex and developmental stages, including post-fertilization, epigenetic, and pre-implantation ontologies conserved between mouse and human. While the fraction of sex-differentially expressed genes (sexDEGs) in early embryonic stages is similar and functional ontologies are conserved, the genes involved are generally different in mouse and human.
conclusionsThis comparative study uncovers much earlier than expected sex-specific signals in mouse and human embryos that pre-date hormonal signaling from the gonads. These early signals are diverged with respect to orthologs yet conserved in terms of function with important implications in the use of genetic models for sex-specific disease.
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