Evidence map›Paper›PMID 42688241›Full record

ArticleFrontiers in cell and developmental biology2026

Unveiling novel insights into gene expression in monkey testes through single-nucleus-based analysis.

Yu Zhang, Shu Wei, Runqing Zou, Yuxin Li, Nianfeng Jiang, Zhao Li, Chao Ma, Yun Wang, Jin Ben, Longbao Lv and 1 more

Abstract read
In one paragraph

Article in Frontiers in cell and developmental biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Yu Zhang *School of Life Sciences, Yunnan University, Kunming, China.
Shu Wei *School of Life Sciences, Yunnan University, Kunming, China.
Runqing ZouSchool of Life Sciences, Yunnan University, Kunming, China.
Yuxin LiSchool of Life Sciences, Yunnan University, Kunming, China.
Nianfeng JiangSchool of Life Sciences, Yunnan University, Kunming, China.
Zhao LiSchool of Life Sciences, Yunnan University, Kunming, China.
Chao MaSchool of Life Sciences, Yunnan University, Kunming, China.
Yun WangLaboratory Animal Center, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China.
Jin BenSchool of Life Sciences, Yunnan University, Kunming, China.
Longbao LvLaboratory Animal Center, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China.
Fang YanSchool of Life Sciences, Yunnan University, Kunming, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Spermatogenesis is a highly intricate and tightly regulated process that involves the coordinated interplay of various cell types. Understanding the expression profiles of individual cells is crucial for unraveling the intricacies of spermatogenesis. This study aimed to uncover novel gene expression patterns and regulatory features during primate spermatogenesis. Methods: We performed single-nucleus RNA sequencing on testicular tissues from cynomolgus macaques at four developmental stages (infancy, puberty, adulthood, and aged). To explore chromatin regulatory landscapes, we also conducted single-nucleus ATAC sequencing on pubertal testes. We integrated both datasets and applied clustering, differential expression analysis, gene ontology enrichment, pseudo time trajectory reconstruction, and transcription factor motif enrichment to characterize cell types, differentiation trajectories, and cell-type-specific regulatory programs. Results: Our integrated analysis comprehensively characterized all major germ and somatic cell types, including a previously unrecognized quiescent undifferentiated spermatogonial (uSPG) subtype in early spermatogenesis that exhibits a transcriptomic state distinct from canonical type A spermatogonial stem cells, which we provisionally term as uSPG1. We also revealed the differentiation states, and expression and function of genes within distinct cell types during spermatogenesis. Notably, we found that classic niche factors essential for spermatogonial stem cell maintenance, including Conclusion: These findings offer a refined single-nucleus-resolution view of primate spermatogenesis, revealing a novel undifferentiated germ cell state and emphasizing the need for further exploration of Sertoli cells in male reproductive biology. Our results underscore the power of combined single-nucleus RNA and ATAC sequencing for investigating complex reproductive tissues. This research enhances our understanding of the intricate mechanisms governing spermatogenesis and may offer new perspectives on male fertility regulation.

Indexed as

sertoli cellssingle-nucleus ATAC-seqsingle-nucleus RNA-seqspermatogenesisspermatogonial stem cells

Identifiers

PMID42688241
PMCPMC13533916

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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.