Evidence map›Paper›PMID 40076035›Full record

ArticleAnimals : an open access journal from MDPI2025

Single-Cell RNA Sequencing Reveals an Atlas of Meihua Pig Testis Cells.

Mao Zhang, Yiming Yan, Guoliang Peng, Shuang Gao, Hongyi Li, Yuan Li

Abstract read
In one paragraph

Article in Animals : an open access journal from MDPI, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. 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

6 authors.

Mao ZhangCollege of Biology and Agriculture, Shaoguan University, Shaoguan 512005, China.ORCID 0000-0001-6354-8709
Yiming YanCollege of Biology and Agriculture, Shaoguan University, Shaoguan 512005, China.
Guoliang PengCollege of Biology and Agriculture, Shaoguan University, Shaoguan 512005, China.
Shuang GaoCollege of Biology and Agriculture, Shaoguan University, Shaoguan 512005, China.
Hongyi LiCollege of Biology and Agriculture, Shaoguan University, Shaoguan 512005, China.
Yuan LiCollege of Biology and Agriculture, Shaoguan University, Shaoguan 512005, China.ORCID 0000-0001-9934-7634

Funding

2023 Shaoguan City Social Development Science and Technology Collaborative Innovation System Construction project 230324108035353Key Fields Special Project for Ordinary Universities in Guangdong Province 2021ZDZX4040Provincial Rural Revitalization Strategy special fund seed industry revitalization project 2022-XJS-00-002Shaoguan Science and Technology Plan Project 230403148031043The Doctoral Initiation Fund of Shaoguan University 432-9900064501
6 · The paper itself

Abstract

Mammalian spermatogenesis is a complex biological process that is regulated by multiple types of cells. The heterogeneity of these cells poses a challenge for analyzing different cell types at different developmental stages. To characterize the transcriptomic landscape of porcine spermatogenesis and identify potential marker genes for spermatogonia, an unbiased transcriptomic study of spermatogenesis in neonatal and sexually mature six-month-old Meihua pigs was performed using 10× Genomics single-cell RNA sequencing (scRNA-seq). Through the collection of scRNA-seq data from 13,839 cells from Meihua pig testes, three germ cells (spermatogonia, spermatocytes and spermatids) and eight somatic cells (Sertoli cells, Leydig cells, myoid/stromal cells, endothelial cells, T cells/macrophages and erythroblasts) were identified. Pseudo-timing analysis showed that myoid cells and stromal cells originated from common progenitors in Meihua pigs. Functional enrichment analysis revealed that the differentially expressed genes (DEGs) in testicular somatic cells were enriched in the pathways of Ribosome, Oxidative phosphorylation, Protein processing in endoplasmic reticulum, Retrograde endocannabinoid signaling, Cellular senescence and Insulin signaling. Meanwhile, in the three different germ cells, except for pathways which were the same as the first three pathways for somatic cells, DEGs were also enriched in the Spliceosome, Cell cycle, Autophagy and Mitophagy pathways. Furthermore, the candidate marker gene TKTL1 in spermatogonia was identified using immunohistochemistry and immunofluorescence. In conclusion, we collected transcription datasets and constructed single-cell developmental maps of germ cells and somatic cells during the testicular development of Meihua pigs, which provided new insights into the spermatogenesis of Meihua pigs and the development of various types of cells in their testes.

Indexed as

Meihua pigsingle-cell transcriptome sequencingtestisTKTL1

Identifiers

PMID40076035
PMCPMC11899385

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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.