Reproductive Medicine Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Department of Urology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
Syst Biol Reprod Med. 2024 Dec;70(1):272-288. doi: 10.1080/19396368.2024.2395545. Epub 2024 Sep 18.
Asthenozoospermia (AZS) is one of the most common types of male infertility. Current evidence revealed that type 2 diabetes mellitus (T2DM) is closely associated with declining semen quality, especially for poor sperm motility. This study aimed to uncover the genetic interrelationships and important biomarkers between AZS and T2DM. Transcriptome data regarding AZS and T2DM were downloaded from the Gene Expression Omnibus (GEO) database. We performed GO and pathway analysis, and protein-protein interaction (PPI) network construction for T2DM-related differentially expressed genes (DMRGs). Moreover, we calculated receiver operator characteristic (ROC) curve and conducted external independent validation. Expression of hub DMRGs was assessed for patients using the qPCR method. MiRNA interaction and immune infiltration were subsequently characterized. A total of 554 overlapping DMRGs were identified between the AZS/T2DM and healthy groups. These overlapping DMRG participated in the DNA damage-, energy metabolism-, and immune-related biological pathways. Module function analysis discovered that the top three PPI modules were tightly correlated with DNA damage-related processes. After external validation in other independent datasets, two hub DMRGs (TBC1D12 and SCG5) were obtained. ROC analysis revealed that TBC1D12 and SCG5 had good diagnostic performance (area under the curve > 0.75). Immune infiltration profile showed that the level of T cell co-stimulation and CD8+_T_cells were negatively related to the hub DMRGs expression. Mirna interaction analysis showed 15 significant hub DMRGs-miRNA interactions. The qPCR results showed that expression of TBC1D12 and SCG5 were significantly different between sperm samples from diabetic patients with AZS and controls. The present study revealed molecular signatures and critical pathways between the AZS and T2DM, and identified two hub DMRGs of TBC1D12 and SCG5. The data would provide novel understandings of shared pathogenic mechanisms in T2DM-associated AZS.
少精子症(AZS)是男性不育症中最常见的类型之一。目前的证据表明,2 型糖尿病(T2DM)与精液质量下降密切相关,尤其是精子运动能力差。本研究旨在揭示 AZS 和 T2DM 之间的遗传相互关系和重要生物标志物。从基因表达综合数据库(GEO)下载了关于 AZS 和 T2DM 的转录组数据。我们进行了 GO 和通路分析,并构建了 T2DM 相关差异表达基因(DMRGs)的蛋白质-蛋白质相互作用(PPI)网络。此外,我们计算了接收者操作特征(ROC)曲线并进行了外部独立验证。使用 qPCR 方法评估了患者中关键 DMRG 的表达。随后对 miRNA 相互作用和免疫浸润进行了表征。在 AZS/T2DM 组和健康组之间鉴定出 554 个重叠的 DMRG。这些重叠的 DMRG 参与了 DNA 损伤、能量代谢和免疫相关的生物学途径。模块功能分析发现,前三个 PPI 模块与 DNA 损伤相关过程密切相关。在其他独立数据集的外部验证后,获得了两个关键 DMRG(TBC1D12 和 SCG5)。ROC 分析表明,TBC1D12 和 SCG5 具有良好的诊断性能(曲线下面积>0.75)。免疫浸润分析表明,T 细胞共刺激和 CD8+T 细胞的水平与关键 DMRG 的表达呈负相关。Mirna 相互作用分析显示了 15 个重要的关键 DMRG-miRNA 相互作用。qPCR 结果表明,糖尿病 AZS 患者的精子样本中 TBC1D12 和 SCG5 的表达存在显著差异。本研究揭示了 AZS 和 T2DM 之间的分子特征和关键途径,并确定了 TBC1D12 和 SCG5 两个关键 DMRG。这些数据将为 T2DM 相关 AZS 的共同发病机制提供新的认识。