ArticleFrontiers in cell and developmental biology2022
Single-cell transcriptomics reveals male germ cells and Sertoli cells developmental patterns in dairy goats.
Article in Frontiers in cell and developmental biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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15 citing papers in PubMed, 22 citations in OpenAlex.
- Single-Cell Omics Advances in Understanding Tissue Development and Complex Trait Formation in Sheep and Goats.Animals : an open access journal from MDPI · 2026Review
- Depicting the dynamic transcriptional and epigenetic landscape of testis development in pubertal Simmental cattle.Journal of animal science and biotechnology · 2026Article
- Advances in Single-Cell Transcriptomics for Livestock Health.Veterinary sciences · 2026Review
- Transcriptome-wide study of mRNAs modified by mAnimal biotechnology · 2025Article
- Spatiotemporal mapping reveals Ccl8Clinical and translational medicine · 2025Article
- A dynamic transcriptional cell atlas of testes development after birth in Hu sheep.BMC biology · 2025Article
- Single-Cell RNA Sequencing Reveals an Atlas of Meihua Pig Testis Cells.Animals : an open access journal from MDPI · 2025Article
- Comparing the cannabidiol-induced transcriptomic profiles in human and mouse Sertoli cells.Toxicology · 2025Article
- Comprehensive analysis of long non-coding RNA and mRNA expression patterns during seminiferous tubules maturation in Guanzhong dairy goats.BMC genomics · 2025Article
- Transcriptional Profiling of Testis Development in Pre-Sexually-Mature Hezuo Pig.Current issues in molecular biology · 2024Article
- Molecular characteristics and regulatory role of insulin-like growth factor 1 gene in testicular Leydig cells of Tibetan sheep.Scientific reports · 2024Article
- Single-Cell RNA Sequencing Reveals an Atlas of Hezuo Pig Testis Cells.International journal of molecular sciences · 2024Article
- Single-Nucleus RNA-Seq Reveals Spermatogonial Stem Cell Developmental Pattern in Shaziling Pigs.Biomolecules · 2024Article
- Genomic insights into the population history and adaptive traits of Latin American Criollo cattle.Royal Society open science · 2024Article
- Transcriptome sequencing reveals the effects of circRNA on testicular development and spermatogenesis in Qianbei Ma goats.Frontiers in veterinary science · 2023Article
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Spermatogenesis holds considerable promise for human-assisted reproduction and livestock breeding based on stem cells. It occurs in seminiferous tubules within the testis, which mainly comprise male germ cells and Sertoli cells. While the developmental progression of male germ cells and Sertoli cells has been widely reported in mice, much less is known in other large animal species, including dairy goats. In this study, we present the data of single cell RNA sequencing (scRNA-seq) for 25,373 cells from 45 (pre-puberty), 90 (puberty), and 180-day-old (post-puberty) dairy goat testes. We aimed to identify genes that are associated with key developmental events in male germ cells and Sertoli cells. We examined the development of spermatogenic cells and seminiferous tubules from 15, 30, 45, 60, 75, 90, 180, and 240-day-old buck goat testes. scRNA-seq clustering analysis of testicular cells from pre-puberty, puberty, and post-puberty goat testes revealed several cell types, including cell populations with characteristics of spermatogonia, early spermatocytes, spermatocytes, spermatids, Sertoli cells, Leydig cells, macrophages, and endothelial cells. We mapped the timeline for male germ cells development from spermatogonia to spermatids and identified gene signatures that define spermatogenic cell populations, such as AMH, SOHLH1, INHA, and ACTA2. Importantly, using immunofluorescence staining for different marker proteins (UCHL1, C-KIT, VASA, SOX9, AMH, and PCNA), we explored the proliferative activity and development of male germ cells and Sertoli cells. Moreover, we identified the expression patterns of potential key genes associated with the niche-related key pathways in male germ cells of dairy goats, including testosterone, retinoic acid, PDGF, FGF, and WNT pathways. In summary, our study systematically investigated the elaborate male germ cells and Sertoli cells developmental patterns in dairy goats that have so far remained largely unknown. This information represents a valuable resource for the establishment of goat male reproductive stem cells lines, induction of germ cell differentiation
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