Evidence map›Paper›PMID 30893341›Full record

ArticlePLoS genetics2019

Dynamic transcriptome profiles within spermatogonial and spermatocyte populations during postnatal testis maturation revealed by single-cell sequencing.

Kathryn J Grive, Yang Hu, Eileen Shu, Andrew Grimson, Olivier Elemento, Jennifer K Grenier, Paula E Cohen

Open access · goldAbstract read
In one paragraph

Article in PLoS genetics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 84 papers.

0numbers the graph read from it
0cells of the map it votes in
84citing papers in PubMed
13.9field-weighted citation impact, top 1% of its field
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

84 citing papers in PubMed, 119 citations in OpenAlex.

  1. Infection and immunity · 2026
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  3. Meiotic prophase I disruption as a strategy for nonhormonal male contraception using small-molecule inhibitor JQ1.Proceedings of the National Academy of Sciences of the United States of America · 2026
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  5. bioRxiv : the preprint server for biology · 2026
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  6. Single-cell analysis of adult mouse testes exposed to cigarette smoke.Journal of assisted reproduction and genetics · 2026
    Article
  7. NSUN7 is a catalytically inactive RNA mNature communications · 2025
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  16. Single-Cell RNA Sequencing Reveals an Atlas of Meihua Pig Testis Cells.Animals : an open access journal from MDPI · 2025
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24 more citing papers are in PubMed but not listed here.

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

7 authors at 1 institution in 1 country.

Kathryn J GriveCenter for Reproductive Genomics, Cornell University, Ithaca, NY, United States of America.ORCID 0000-0002-7102-817X
Yang HuEnglander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, United States of America.
Eileen ShuCenter for Reproductive Genomics, Cornell University, Ithaca, NY, United States of America.
Andrew GrimsonCenter for Reproductive Genomics, Cornell University, Ithaca, NY, United States of America.
Olivier ElementoEnglander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, United States of America.
Jennifer K GrenierCenter for Reproductive Genomics, Cornell University, Ithaca, NY, United States of America.ORCID 0000-0002-0928-7971
Paula E CohenCenter for Reproductive Genomics, Cornell University, Ithaca, NY, United States of America.ORCID 0000-0002-2050-6979
Cornell University · US

Funding

The MLH1-MLH3 Heterodimer in Mammalian Meiotic Recombination and GameogenesisR01HD041012 · NICHD · YESHIVA UNIVERSITY · PI Paula Elaine Cohen · 2003 to 2026
$7.9M
Small RNA Pathways in Mammalian GametogenesisP50HD076210 · NICHD · CORNELL UNIVERSITY · PI COHEN, PAULA ELAINE · 2014 to 2018
$7.4M
NICHD NIH HHS P50 HD076210NICHD NIH HHS R01 HD041012
6 · The paper itself

Abstract

Spermatogenesis is the process by which male gametes are formed from a self-renewing population of spermatogonial stem cells (SSCs) residing in the testis. SSCs represent less than 1% of the total testicular cell population in adults, but must achieve a stable balance between self-renewal and differentiation. Once differentiation has occurred, the newly formed and highly proliferative spermatogonia must then enter the meiotic program in which DNA content is doubled, then halved twice to create haploid gametes. While much is known about the critical cellular processes that take place during the specialized cell division that is meiosis, much less is known about how the spermatocytes in the "first-wave" in juveniles compare to those that contribute to long-term, "steady-state" spermatogenesis in adults. Given the strictly-defined developmental process of spermatogenesis, this study explored the transcriptional profiles of developmental cell stages during testis maturation. Using a combination of comprehensive germ cell sampling with high-resolution, single-cell-mRNA-sequencing, we have generated a reference dataset of germ cell gene expression. We show that discrete developmental stages of spermatogenesis possess significant differences in the transcriptional profiles from neonates compared to juveniles and adults. Importantly, these gene expression dynamics are also reflected at the protein level in their respective cell types. We also show differential utilization of many biological pathways with age in both spermatogonia and spermatocytes, demonstrating significantly different underlying gene regulatory programs in these cell types over the course of testis development and spermatogenic waves. This dataset represents the first unbiased sampling of spermatogonia and spermatocytes during testis maturation, at high-resolution, single-cell depth. Not only does this analysis reveal previously unknown transcriptional dynamics of a highly transitional cell population, it has also begun to reveal critical differences in biological pathway utilization in developing spermatogonia and spermatocytes, including response to DNA damage and double-strand breaks.

Indexed as

Adult Germline Stem CellsAnimalsAnimals, NewbornCell DifferentiationGene Expression ProfilingMaleMiceMice, Inbred C57BLMice, Inbred DBASex DifferentiationSingle-Cell AnalysisSpermatocytesSpermatogenesisSpermatogoniaTestisTranscriptome

Identifiers

PMID30893341
PMCPMC6443194
OpenAlexW2950259730

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.