Zhang Suqin, Zhu Mingyue, Chen Shiling
Center for Reproductive Medicine, Department of Gynecology and Obstetrics Nanfang Hospital, Southern Medical University, No.1838 Guangzhou Northern Road, Guangzhou, 510515, Guangdong, China.
Department of Gynecology and Obstetrics Zhujiang Hospital, Southern Medical University, No.253 Guangzhou Industrial Avenue Road, Guangzhou, 510515, Guangdong, China.
Biochem Genet. 2025 Apr 21. doi: 10.1007/s10528-025-11104-4.
Polycystic ovary syndrome (PCOS) is a leading cause of anovulatory infertility and is strongly linked to mitochondrial dysfunction (MD) in reproductive-age women. MD contributes to excessive reactive oxygen species (ROS) accumulation, exacerbating disease progression. This study aimed to identify key MD-related genes (MDRGs) involved in PCOS through bioinformatics analyses and experimental validation. Two PCOS transcriptome datasets (GSE34526 and GSE5850) were analyzed to identify differentially expressed genes (DEGs), which were then intersected with MDRGs to obtain MD-related DEGs (MDDEGs). Functional enrichment (GO, KEGG, GSEA) and protein-protein interaction (PPI) network analyses identified eight hub MDDEGs (MMP9, PPP1 CA, PSMD12, LIFR, PRKAA1, ITGAM, SUCLA2, GPBAR1). A rat PCOS model was established to validate hub gene expression via RT-qPCR, western blotting, and immunohistochemistry. The experimental data confirmed that seven hub genes exhibited consistent expression patterns with GSE34526 (P < 0.05), while only PRKAA1 and LIFR matched GSE5850 findings. Additionally, ROC analysis for the five most significant genes (LIFR, PBK, PRKAA1, RCAN1, MMP9) demonstrated promising diagnostic value (AUC > 0.85). This study highlights the role of MD in shaping the immune microenvironment of PCOS and identifies novel molecular targets for potential therapeutic interventions.
多囊卵巢综合征(PCOS)是无排卵性不孕的主要原因,与育龄女性的线粒体功能障碍(MD)密切相关。MD导致活性氧(ROS)过度积累,加剧疾病进展。本研究旨在通过生物信息学分析和实验验证,确定参与PCOS的关键MD相关基因(MDRG)。分析了两个PCOS转录组数据集(GSE34526和GSE5850)以鉴定差异表达基因(DEG),然后将其与MDRG进行交叉分析以获得MD相关DEG(MDDEG)。功能富集(GO、KEGG、GSEA)和蛋白质-蛋白质相互作用(PPI)网络分析确定了八个核心MDDEG(MMP9、PPP1CA、PSMD12、LIFR、PRKAA1、ITGAM、SUCLA2、GPBAR1)。建立大鼠PCOS模型,通过RT-qPCR、蛋白质印迹和免疫组织化学验证核心基因表达。实验数据证实,七个核心基因的表达模式与GSE34526一致(P < 0.05),而只有PRKAA1和LIFR与GSE5850的结果相符。此外,对五个最显著基因(LIFR、PBK、PRKAA1、RCAN1、MMP9)的ROC分析显示出有前景的诊断价值(AUC > 0.85)。本研究强调了MD在塑造PCOS免疫微环境中的作用,并确定了潜在治疗干预的新分子靶点。