ReviewInternational journal of biological sciences2023
Application of single-cell RNA sequencing on human testicular samples: a comprehensive review.
Review in International journal of biological sciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed, 34 citations in OpenAlex.
- Single-cell immune atlas of mouse testes unveils metabolic reprogramming of FOLR2 + macrophages in orchestrating testicular immunity during aging.GeroScience · 2026Article
- Single-cell RNA sequencing reveals immune-peritubular myoid cell crosstalk driving testicular interstitial fibrosis in idiopathic non-obstructive azoospermia.Cell & bioscience · 2026Article
- Time-series single-cell transcriptomics reveals pervasive daily rhythmicity and nocturnal spermatogenesis in the zebrafish testis.Science advances · 2026Article
- Review
- Benign Uroandrological Ecosystem: A Thorough Overview from Single-Cell and Spatial Transcriptomics.Research (Washington, D.C.) · 2026Review
- COPS5 is Essential for Sertoli Cell Function and Male Fertility in Mice.bioRxiv : the preprint server for biology · 2025Article
- Single-cell analysis of testicular bacterial microbiome changes during aging and effect on reproductive capacity in mice.iScience · 2025Article
- scRNA-seq deciphers molecular mechanisms of endocrine disruptor 4-nonylphenol impairing spermatogenesis in mice.Cell biology and toxicology · 2025Article
- Article
- Single-cell RNA sequencing uncovers abnormal Sertoli-cell elevation and testicular niche impairment in the transfemales's testis.Cell & bioscience · 2025Article
- The human infertility single-cell testis atlas (HISTA): an interactive molecular scRNA-Seq reference of the human testis.Andrology · 2025Article
- Review
- Isoform-resolution single-cell RNA sequencing reveals the transcriptional panorama of adult Baoshan pig testis cells.BMC genomics · 2025Article
- The use of deidentified organ donor testes for research.Andrology · 2025Review
- Dynamic transcriptomic and regulatory networks underpinning the transition from fetal primordial germ cells to spermatogonia in mice.Cell proliferation · 2025Article
- Single-cell sequencing in non-obstructive azoospermia: insights from primary and re-analysis studies.Frontiers in endocrinology · 2025Review
- Transcriptional Profiling of Testis Development in Pre-Sexually-Mature Hezuo Pig.Current issues in molecular biology · 2024Article
- Single-Cell RNA Sequencing Reveals an Atlas of Hezuo Pig Testis Cells.International journal of molecular sciences · 2024Article
- Understanding testicular single cell transcriptional atlas: from developmental complications to male infertility.Frontiers in endocrinology · 2024Review
- Advances in the diagnosis and treatment of oligoasthenozoospermia based on epigenetic regulation.Therapeutic advances in urologyReview
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
So far there has been no comprehensive review using systematic literature search strategies to show the application of single-cell RNA sequencing (scRNA-seq) in the human testis of the whole life cycle (from embryos to aging males). Here, we summarized the application of scRNA-seq analyses on various human testicular biological samples. A systematic search was conducted in PubMed and Gene Expression Omnibus (GEO), focusing on English researches published after 2009. Articles related to GEO data-series were also retrieved in PubMed or BioRxiv. 81 full-length studies were finally included in the review. ScRNA-seq has been widely used on different human testicular samples with various library strategies, and new cell subtypes such as State 0 spermatogonial stem cells (SSC) and stage_a/b/c Sertoli cells (SC) were identified. For the development of normal testes, scRNA-seq-based evidence showed dynamic transcriptional changes of both germ cells and somatic cells from embryos to adults. And dysregulated metabolic signaling or hedgehog signaling were revealed by scRNA-seq in aged SC or Leydig cells (LC), respectively. For infertile males, scRNA-seq studies revealed profound changes of testes, such as the increased proportion of immature SC/LC of Klinefelter syndrome, the somatic immaturity and altered germline autophagy of patients with non-obstructive azoospermia, and the repressed differentiation of SSC in trans-females receiving testosterone inhibition therapy. Besides, the re-analyzing of public scRNA-seq data made further discoveries such as the potential vulnerability of testicular SARS-CoV-2 infection, and both evolutionary conservatism and divergence among species. ScRNA-seq analyses would unveil mechanisms of testes' development and changes so as to help developing novel treatments for male infertility.
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Registered trials
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.