Yang Zuwei, Zhou Chengliang, Jin Li, Pan Jiexue
Obstetrics and Gynecology Hospital, Institute of Reproduction and Development, Fudan University, Shanghai, China; The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
Genomics. 2025 Jan;117(1):110968. doi: 10.1016/j.ygeno.2024.110968. Epub 2024 Nov 27.
Polycystic ovary syndrome (PCOS) is a prevalent endocrine disorder, yet its mechanisms remain elusive. This study employed transcriptome sequencing on granulosa cells from 5 PCOS women and 5 controls, followed by bioinformatic analyses. We identified 684 mRNAs and 167 lncRNAs with significant differential expression. Gene Ontology and KEGG analyses highlighted enrichment in immune and inflammatory responses among these genes. Through CytoHubba plug-in and three machine learning algorithms, CCR7 was identified as the hub gene of PCOS, further validated through analysis of GSE65746, GSE34526 and a cohort of eighty subjects (40 PCOS and 40 controls). Furthermore, a competing endogenous RNA network targeting CCR7 was constructed. Immune infiltration analysis unveiled a significant decrease in monocyte infiltration in PCOS women, with CCR7 expression positively correlated to naïve B cells. Our findings suggest CCR7 and related molecules play a crucial role in the pathogenesis of PCOS, potentially serving as biomarkers for the disorder.
多囊卵巢综合征(PCOS)是一种常见的内分泌紊乱疾病,但其发病机制仍不清楚。本研究对5名PCOS女性和5名对照者的颗粒细胞进行了转录组测序,随后进行了生物信息学分析。我们鉴定出684个mRNA和167个lncRNA具有显著差异表达。基因本体论和KEGG分析突出了这些基因在免疫和炎症反应中的富集。通过CytoHubba插件和三种机器学习算法,CCR7被鉴定为PCOS的枢纽基因,并通过对GSE65746、GSE34526以及80名受试者(40名PCOS患者和40名对照者)的队列分析进一步验证。此外,构建了一个靶向CCR7的竞争性内源性RNA网络。免疫浸润分析显示PCOS女性的单核细胞浸润显著减少,CCR7表达与初始B细胞呈正相关。我们的研究结果表明,CCR7及相关分子在PCOS的发病机制中起关键作用,可能作为该疾病的生物标志物。