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Cytogenetic and genome research. 2025 Mar 18:1-18. doi: 10.1159/000545275 Q41.72024

Study on DNA damage gene in spermatogonial stem cells from idiopathic non-obstructive azoospermia(NOA) : an bioinformatics investigation based on scRNA-seq data

少精症患者精子干细胞DNA损伤基因的研究:基于单细胞转录组数据的生物信息学分析 翻译改进

Yi Wang, Yiming Weng, Yanqiu Wang, Jun Xiang, Wei Le

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DOI: 10.1159/000545275 PMID: 40101697

摘要 Ai翻译

Introduction: DNA damage may affect homeostasis on spermatogonial stem cells(SSCs), while the details relationship with male infertility still remains unclear. Therefore, it is important that further research into the mechanisms related to DNA damage and genomic stability on spermatogonial stem cells.

Methods: scRNA-seq datasets from Idiopathic non-obstructive azoospermia (NOA) and normal testes were collected and testicular cells were further annotated via UMAP. Based annotation on the sequencing data, WGCNA analysis on the deferentially expressed genes was conducted , LASSO regression and the MNC calculation algorithm in Cytoscape were carried out to find genes associated with DNA damage repair.

Results: It was found that SSCs were mainly concentrated in normal samples, and the differences in subcluster pathways reflected the heterogeneity of NOA. While the characteristics of the interaction between Leydig cells and other cells were clarified, and the importance of the PTN signaling pathway in SSCs development was discovered, which participates in SSCs development through SDC2. Combining the marker genes of SSCs and DNA damage-related genes in single-cell analysis, a PPI network was constructed. Through LASSO regression and the MNC calculation algorithm in Cytoscape, ATRX, DOT1L, and RUVBL2 were finally identified as key diagnostic genes.

Conclusion: Our results revealed predictable mechanisms of testicular micro-environment and DNA damage in the regulation of human SSCs and propose potential therapeutic targets for male infertility. Subsequently, further research to confirm the predicted potential mechanisms, pathways, and therapeutic targets should be conducted.

Keywords:DNA damage gene; spermatogonial stem cells; bioinformatics investigation; scRNA-seq data

Copyright © Cytogenetic and genome research. 中文内容为AI机器翻译,仅供参考!

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期刊名:Cytogenetic and genome research

缩写:CYTOGENET GENOME RES

ISSN:1424-8581

e-ISSN:1424-859X

IF/分区:1.7/Q4

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Study on DNA damage gene in spermatogonial stem cells from idiopathic non-obstructive azoospermia(NOA) : an bioinformatics investigation based on scRNA-seq data