Evidence map›Paper›PMID 40063068›Full record

ArticleeLife2025

Single-nucleus multiomics reveals the gene regulatory networks underlying sex determination of murine primordial germ cells.

Adriana K Alexander, Karina F Rodriguez, Yu-Ying Chen, Ciro Amato, Martin A Estermann, Barbara Nicol, Xin Xu, Humphrey H C Yao

Abstract read
In one paragraph

Article in eLife, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Adriana K AlexanderReproductive Developmental Biology Group, National Institute of Environmental Health Sciences, Research Triangle Park, Durham, United States.ORCID https://orcid.org/0000-0003-1389-0228
Karina F RodriguezReproductive Developmental Biology Group, National Institute of Environmental Health Sciences, Research Triangle Park, Durham, United States.
Yu-Ying ChenReproductive Developmental Biology Group, National Institute of Environmental Health Sciences, Research Triangle Park, Durham, United States.
Ciro AmatoReproductive Developmental Biology Group, National Institute of Environmental Health Sciences, Research Triangle Park, Durham, United States.
Martin A EstermannReproductive Developmental Biology Group, National Institute of Environmental Health Sciences, Research Triangle Park, Durham, United States.ORCID https://orcid.org/0000-0002-8623-2720
Barbara NicolReproductive Developmental Biology Group, National Institute of Environmental Health Sciences, Research Triangle Park, Durham, United States.
Xin XuEpigenetics & Stem Cell Biology Laboratory, National Institute of Environmental Health Sciences, Research Triangle Park, Durham, United States.
Humphrey H C YaoReproductive Developmental Biology Group, National Institute of Environmental Health Sciences, Research Triangle Park, Durham, United States.ORCID https://orcid.org/0000-0003-2944-8469

Funding

Impacts of Genetic and Environmental Factors on Reproductive Organ DevelopmentZIAES102965 · NIEHS · NATIONAL INSTITUTE OF ENVIRONMENTAL HEALTH SCIENCES · PI YAO, HUMPHREY · 2011 to 2025
$32.8M
Intramural NIH HHS ZIA ES102965NIEHS NIH HHS ZIAES102965
6 · The paper itself

Abstract

Accurate specification of female and male germ cells during embryonic development is critical for sexual reproduction. Primordial germ cells (PGCs) are the bipotential precursors of mature gametes that commit to an oogenic or spermatogenic fate in response to sex-determining cues from the fetal gonad. The critical processes required for PGCs to integrate and respond to signals from the somatic environment in gonads are not well understood. In this study, we developed the first single-nucleus multiomics map of chromatin accessibility and gene expression during murine PGC development in both XX and XY embryos. Profiling of cell-type-specific transcriptomes and regions of open chromatin from the same cell captured the molecular signatures and gene networks underlying PGC sex determination. Joint RNA and ATAC data for single PGCs resolved previously unreported PGC subpopulations and cataloged a multimodal reference atlas of differentiating PGC clusters. We discovered that regulatory element accessibility precedes gene expression during PGC development, suggesting that changes in chromatin accessibility may prime PGC lineage commitment prior to differentiation. Similarly, we found that sexual dimorphism in chromatin accessibility and gene expression increased temporally in PGCs. Combining single-nucleus sequencing data, we computationally mapped the cohort of transcription factors that regulate the expression of sexually dimorphic genes in PGCs. For example, the gene regulatory networks of XX PGCs are enriched for the transcription factors, TFAP2c, TCFL5, GATA2, MGA, NR6A1, TBX4, and ZFX. Sex-specific enrichment of the forkhead-box and POU6 families of transcription factors was also observed in XY PGCs. Finally, we determined the temporal expression patterns of WNT, BMP, and RA signaling during PGC sex determination, and our discovery analyses identified potentially new cell communication pathways between supporting cells and PGCs. Our results illustrate the diversity of factors involved in programming PGCs toward a sex-specific fate.

Indexed as

Cell NucleusGene Regulatory NetworksGerm CellsSex Determination ProcessesAnimalsChromatinFemaleGene Expression Regulation, DevelopmentalMaleMiceMultiomicsSingle-Cell AnalysisChromatindevelopmental biologygerm cellgonadmouseovaryprimordial germ cellssex differentiationsingle cell sequencingtestis

Identifiers

PMID40063068
PMCPMC11893106

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Registered trials

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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.