Comparative developmental genomics of sex-biased gene expression in early embryogenesis across mammals
Richardson, V.; Zhange, K.; Engel, N.; Kulathinal, R. J.
10.1101/2022.03.17.484606 bioRxivShow abstract
Mammalian gonadal sex is determined by the presence or absence of a Y chromosome. In males, the Y chromosome initiates male gonadogenesis and the subsequent production of male-specific hormones defines the male state of each cell in the organism. In females, the lack of a Y chromosome and the presence of two X chromosomes triggers the development of female gonads, hormones, and cellular identity. 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. Here, we apply a comparative bioinformatics analysis on published single-cell datasets from mouse and human during very early embryogenesis-from two-cell to preimplantation stages-to characterize sex-specific signals and to assess the degree of conservation among early-acting sex-specific genes and pathways. Clustering 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. In addition, gene expression signals from male and female gametes during fertilization may still be present. Although these transcriptional sex effects rapidly diminish, the sex-biased expression of epigenetic enzymes has the potential to establish sex-specific patterns that persist beyond preimplantation. Sex-biased genes appear to form sex-specific protein-protein interaction networks across preimplantation stages in both mammals. While the distribution of sex-differentially expressed genes (sexDEGs) in early embryonic stages are similar in mice and humans, the genes involved are generally different. 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 preimplantation ontologies conserved between mouse and human. This 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.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Sex dependent gene activity in the human body 95%
- Pseudotime analysis reveals novel regulatory factors for multigenic onset and monogenic transition of odorant receptor expression 94%
- Enriched atlas of lncRNA and protein-coding genes for the GRCg7b chicken assembly and its functional annotation across 47 tissues. 94%
Similar papers in this journal
- Expression Atlas Of Dmrt Genes Across Sex And Development: Functional Insights From The Mouse Olfactory System 93%
- Reference genome and transcriptome informed by the sex chromosome complement of the sample increases ability to detect sex differences in gene expression from RNA-Seq data 93%
- Sex differences in early and term placenta are conserved in adult tissues 93%
Similar papers in this journal
- NR2F2 regulation of interstitial to fetal Leydig cell differentiation in the testis: insights into differences of sex development 96%
- Switch-like Gene Expression Modulates Disease Susceptibility 94%
- Trans- and cis-acting effects of the lncRNA Firre on epigenetic and structural features of the inactive X chromosome 94%
Similar papers in this journal
- X upregulation is not global and extent of upregulation differs between ancestral and acquired X-linked genes 95%
- Unique Epigenetic Programming Distinguishes Regenerative Spermatogonial Stem Cells in the Developing Mouse Testis 93%
- Semi-coordinated allelic-bursting shape dynamic random monoallelic expression in pregastrulationembryos 93%
Similar papers in this journal
- Single-nucleus multiomics reveals the gene-regulatory networks underlying sex determination of murine primordial germ cells 96%
- Affinity-tagged SMAD1 and SMAD5 mouse lines reveal transcriptional reprogramming mechanisms during early pregnancy 95%
- Sex-specific transcript diversity is regulated by a maternal pioneer factor in early Drosophila embryos 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.