Evidence map›Paper›PMID 41087739›Full record

ArticleMolecular systems biology2026

A single-cell multiomics roadmap of zebrafish spermatogenesis reveals regulatory principles of male germline formation.

Ana María Burgos-Ruiz, Fan-Suo Geng, Gala Pujol, Estefanía Sanabria, Thirsa Brethouwer, María Almuedo-Castillo, Aurora Ruiz-Herrera, Juan J Tena, Ozren Bogdanovic

Abstract read
In one paragraph

Article in Molecular systems biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Review
  5. An integrated roadmap of European sea bass (Frontiers in cell and developmental biology · 2026
    Article
  6. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Ana María Burgos-RuizCentro Andaluz de Biología del Desarrollo, CSIC-Universidad Pablo de Olavide-Junta de Andalucía, Seville, Spain.ORCID http://orcid.org/0009-0006-3095-8668
Fan-Suo GengGarvan Institute of Medical Research, Sydney, NSW, Australia.
Gala PujolInstitut de Biotecnologia i Biomedicina, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain.ORCID http://orcid.org/0000-0002-3915-4766
Estefanía SanabriaCentro Andaluz de Biología del Desarrollo, CSIC-Universidad Pablo de Olavide-Junta de Andalucía, Seville, Spain.
Thirsa BrethouwerCentro Andaluz de Biología del Desarrollo, CSIC-Universidad Pablo de Olavide-Junta de Andalucía, Seville, Spain.ORCID http://orcid.org/0009-0009-0522-9799
María Almuedo-CastilloCentro Andaluz de Biología del Desarrollo, CSIC-Universidad Pablo de Olavide-Junta de Andalucía, Seville, Spain.
Aurora Ruiz-HerreraInstitut de Biotecnologia i Biomedicina, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain.ORCID http://orcid.org/0000-0003-3868-6151
Juan J TenaCentro Andaluz de Biología del Desarrollo, CSIC-Universidad Pablo de Olavide-Junta de Andalucía, Seville, Spain. juan.tena@csic.es.ORCID http://orcid.org/0000-0001-8165-7984
Ozren BogdanovicCentro Andaluz de Biología del Desarrollo, CSIC-Universidad Pablo de Olavide-Junta de Andalucía, Seville, Spain. o.bogdanovic@csic.es.ORCID http://orcid.org/0000-0001-5680-0056

Funding

Department of Education and Training | Australian Research Council (ARC) DP190103852Government of Catalonia | Agència de Gestió d'Ajuts Universitaris i de Recerca (AGAUR) 2021SGR00122MEC | Agencia Estatal de Investigación (AEI) CEX2020-001088-M, MICIU/AEI/10.13039/501100011033MEC | Agencia Estatal de Investigación (AEI) PID2020-112557GB-I00MEC | Agencia Estatal de Investigación (AEI) PID2020-113647GA-I00MEC | Agencia Estatal de Investigación (AEI) PID2021-128358NA-I00MEC | Agencia Estatal de Investigación (AEI) PID2022-141288NB-I00MEC | Agencia Estatal de Investigación (AEI) PRE-C-2021-0083, MICIU/AEI/10.13039/501100011033MEC | Agencia Estatal de Investigación (AEI) RYC2020-028685-I, MICIU/AEI/10.13039/501100011033
6 · The paper itself

Abstract

Spermatogenesis is the biological process by which male sperm cells (spermatozoa) are produced in the testes. Beyond facilitating the transmission of genetic information, spermatogenesis also provides a potential framework for inter- and transgenerational inheritance of gene-regulatory states. While extensively studied in mammals, our understanding of spermatogenesis in anamniotes remains limited. Here we present a comprehensive single-cell multiomics resource, combining single-cell RNA sequencing (scRNA-seq) and single-cell chromatin accessibility (scATAC-seq) profiling, with base-resolution DNA methylome (WGBS) analysis of sorted germ cell populations from zebrafish (Danio rerio) testes. We identify the major germ cell types involved in zebrafish spermatogenesis as well as key drivers associated with these transcriptional states. Moreover, we describe localised DNA methylation changes associated with spermatocyte populations, as well as local and global changes in chromatin accessibility leading to chromatin compaction in spermatids. Notably, we identify loci that evade global chromatin compaction, and which remain accessible, suggesting a potential mechanism for the intergenerational transmission of gene-regulatory states. In summary, this high-resolution atlas of zebrafish spermatogenesis provides a valuable resource for studying vertebrate germ cell development and epigenetic inheritance, while offering a robust framework for comparative analyses across diverse models of germ cell biology.

Indexed as

Single-Cell AnalysisSpermatogenesisZebrafishAnimalsChromatinDNA MethylationEpigenesis, GeneticGene Expression Regulation, DevelopmentalGerm CellsMaleMultiomicsSpermatozoaTestisChromatinDNA MethylationEpigeneticsSingle-cell MultiomicsSpermatogenesisZebrafish

Identifiers

PMID41087739
PMCPMC12759076

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.