Analysis of histone modifications in key cellular subpopulations in the context of azoospermia using spermatogenic single-cell RNA-seq data.

IF 3.9 Q2 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Frontiers in bioinformatics Pub Date : 2025-07-18 eCollection Date: 2025-01-01 DOI:10.3389/fbinf.2025.1626153
Qiu Wang, Hong Yang, Fang Li, Song Ge, Ling Ji, Xiaofeng Li
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Abstract

Introduction: The molecular underpinnings of non-obstructive azoospermia (NOA), a severe form of male infertility characterized by the absence of sperm in the ejaculate, remain unclear.

Methods: In this study, we demonstrate the role of histone modifications within specific testicular cell subpopulations in NOA using single-cell RNA sequencing (scRNA-seq) data.

Results: Based on scRNA-seq analysis of the data acquired from the Gene Expression Omnibus (GSE149512), we identified nine distinct cell types and revealed significant compositional differences between the NOA and control testicular tissues. In contrast to the high prevalence of spermatogenic cells in the controls, endothelial, testicular interstitial, and vascular smooth muscle cells, as well as macrophages, were enriched in NOA. Furthermore, our analyses revealed considerable enrichment of histone modificationrelated genes in Leydig cells, peritubular myoid (PTM) cells, and macrophages in the NOA group. HDAC2, a pivotal regulator of histone acetylation, exhibited significant upregulation. Functional pathway analysis implicated these genes in critical biological processes, including nuclear transport, RNA splicing, and autophagy. We quantified the activity of histone modificationrelated genes using AUCell and identified distinct Leydig cell subpopulations characterized by unique marker genes and functional pathways, underscoring their dual roles in histone modification and spermatogenesis. Additionally, cellular communication analysis via CellChat demonstrated altered interaction dynamics across cell types in NOA, particularly in Leydig and PTM cells, which exhibited enhanced interactions alongside differential activation of the WNT and NOTCH signaling pathways.

Discussion: These findings suggest that aberrant histone modifications in specific cellular subpopulations may drive disease progression, highlighting potential targets for diagnostic and therapeutic strategies. This study offers novel insights into the molecular mechanisms of NOA and provides a basis for future research on advanced male reproductive health.

使用生精单细胞RNA-seq数据分析无精子症背景下关键细胞亚群中的组蛋白修饰。
非阻塞性无精子症(NOA)是一种严重的男性不育症,其特征是射精中没有精子,其分子基础尚不清楚。方法:在本研究中,我们利用单细胞RNA测序(scRNA-seq)数据证明了组蛋白修饰在NOA中特定睾丸细胞亚群中的作用。结果:通过对基因表达Omnibus (GSE149512)数据的scRNA-seq分析,我们鉴定出了9种不同的细胞类型,并揭示了NOA和对照睾丸组织之间的显著组成差异。与对照组中生精细胞的高发率相反,内皮细胞、睾丸间质细胞、血管平滑肌细胞以及巨噬细胞在NOA中富集。此外,我们的分析显示,NOA组间质细胞、小管周围肌样细胞(PTM)和巨噬细胞中组蛋白修饰相关基因显著富集。HDAC2是组蛋白乙酰化的关键调节因子,表现出显著上调。功能通路分析表明这些基因参与关键的生物过程,包括核转运、RNA剪接和自噬。我们使用AUCell对组蛋白修饰相关基因的活性进行了量化,并鉴定了具有独特标记基因和功能途径的不同间质细胞亚群,强调了它们在组蛋白修饰和精子发生中的双重作用。此外,通过CellChat进行的细胞通信分析表明,NOA中不同细胞类型之间的相互作用动态发生了变化,特别是在Leydig和PTM细胞中,它们在WNT和NOTCH信号通路的差异激活下表现出增强的相互作用。讨论:这些发现表明,特定细胞亚群中的异常组蛋白修饰可能驱动疾病进展,突出了诊断和治疗策略的潜在靶点。本研究对NOA的分子机制提供了新的认识,并为进一步研究晚期男性生殖健康提供了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
2.60
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