Identification of necroptosis-related gene expression and the immune response in polycystic ovary syndrome.

IF 3.2 3区 医学 Q2 GENETICS & HEREDITY Journal of Assisted Reproduction and Genetics Pub Date : 2024-10-13 DOI:10.1007/s10815-024-03286-4
Xiuqin Tang, Jinghua Ji, Lili Zhu, Fei Sun, Lihong Wang, Wenting Xu
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Abstract

Background: Polycystic ovary syndrome (PCOS) is a common reproductive and endocrine disorder; however, the understanding of the pathogenesis of PCOS remains unclear. Necroptosis is a newly discovered mechanism of cell death, and it is closely related to reproductive endocrine-related diseases. This study aimed to investigate the hub necroptosis-related genes in PCOS patients and its correlation with immune cell infiltration by bioinformatics methods.

Method: The gene expression chip result matrix and the annotation matrix files of the GSE34526, GSE8157, and GSE5090 datasets were downloaded from the GEO database. We analyzed the expression and correlation of the necroptosis-related genes in all samples, constructed a diagnostic model based on all necroptosis-related genes and genes with significant differences, performed unsupervised clustering of samples and gene enrichment analysis, and evaluated the correlations between the hub gene and immune cell infiltration levels by the R packages GSVA and CIBERSORT. Finally, PPI networks were constructed using the Cytoscape software GeneMANIA plug-in, and the miRNA, transcription factors, RBP, and drugs were predicted.

Conclusion: Necroptosis-related genes have important relationships in the development of PCOS and are potentially associated with immune infiltration in PCOS patients.

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鉴定多囊卵巢综合征中与坏死相关的基因表达和免疫反应。
背景:多囊卵巢综合征(PCOS)是一种常见的生殖和内分泌疾病,但人们对其发病机制的认识仍不清楚。坏死是一种新发现的细胞死亡机制,它与生殖内分泌相关疾病密切相关。本研究旨在通过生物信息学方法研究多囊卵巢综合征患者中枢坏死相关基因及其与免疫细胞浸润的相关性:方法:从 GEO 数据库下载 GSE34526、GSE8157 和 GSE5090 数据集的基因表达芯片结果矩阵和注释矩阵文件。我们分析了所有样本中坏死相关基因的表达和相关性,构建了基于所有坏死相关基因和差异显著基因的诊断模型,对样本进行了无监督聚类和基因富集分析,并利用 R 软件包 GSVA 和 CIBERSORT 评估了中枢基因与免疫细胞浸润水平之间的相关性。最后,利用Cytoscape软件的GeneMANIA插件构建了PPI网络,并对miRNA、转录因子、RBP和药物进行了预测:坏死相关基因在多囊卵巢综合征的发病过程中具有重要的关系,并可能与多囊卵巢综合征患者的免疫浸润有关。
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来源期刊
CiteScore
5.70
自引率
9.70%
发文量
286
审稿时长
1 months
期刊介绍: The Journal of Assisted Reproduction and Genetics publishes cellular, molecular, genetic, and epigenetic discoveries advancing our understanding of the biology and underlying mechanisms from gametogenesis to offspring health. Special emphasis is placed on the practice and evolution of assisted reproduction technologies (ARTs) with reference to the diagnosis and management of diseases affecting fertility. Our goal is to educate our readership in the translation of basic and clinical discoveries made from human or relevant animal models to the safe and efficacious practice of human ARTs. The scientific rigor and ethical standards embraced by the JARG editorial team ensures a broad international base of expertise guiding the marriage of contemporary clinical research paradigms with basic science discovery. JARG publishes original papers, minireviews, case reports, and opinion pieces often combined into special topic issues that will educate clinicians and scientists with interests in the mechanisms of human development that bear on the treatment of infertility and emerging innovations in human ARTs. The guiding principles of male and female reproductive health impacting pre- and post-conceptional viability and developmental potential are emphasized within the purview of human reproductive health in current and future generations of our species. The journal is published in cooperation with the American Society for Reproductive Medicine, an organization of more than 8,000 physicians, researchers, nurses, technicians and other professionals dedicated to advancing knowledge and expertise in reproductive biology.
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