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基于 RNA 测序数据识别特发性男性不育相关的潜在关键基因:一种方法。

Identification of potential key genes related to idiopathic male infertility using RNA-sequencing data: an approach.

机构信息

Department of Bioinformatics, School of Life Sciences, Pondicherry University, Pondicherry, India.

出版信息

Hum Fertil (Camb). 2023 Dec;26(5):1149-1163. doi: 10.1080/14647273.2022.2144771. Epub 2022 Nov 12.

DOI:10.1080/14647273.2022.2144771
PMID:36369953
Abstract

Among reproductive health problems, idiopathic infertility affects married couples. The current diagnosis of male infertility focuses on the concentration, motility, and morphology of sperm in the ejaculate. Since the molecular mechanism of idiopathic infertility is unknown, identification of Differentially Expressed Genes (DEGs) among the control and idiopathic infertile male can shed light on diagnosis and treatment. Here, we analyzed the dataset GSE65683 to identify DEGs in idiopathic human sperm in three groups of patients: (i) Timed Intercourse (TIC); (ii) Intrauterine Insemination (IUI); and (iii) Assisted Reproductive Technology (ART). The enrichment analysis was carried out using DAVID (Database for Annotation, Visualization and Integrated Discovery) and GeneCodis for the DEGs. Protein-Protein Interaction (PPI) network of these DEGs were constructed using the STRING database. The network parameters such as degree and betweenness were calculated to select the important hubs. In total, 118 DEGs in TIC, 446 in IUI, and 188 in ART were identified. PPI network was constructed and identified critical top hub genes such as that may play an essential role in idiopathic male infertility. Thus, the identified hub genes may provide an insight into the molecular mechanism and contribute to discovering novel therapeutic targets and developing new strategies for idiopathic male infertility.

摘要

在生殖健康问题中,特发性不孕影响着已婚夫妇。目前男性不育症的诊断主要集中在精液中精子的浓度、活力和形态上。由于特发性不孕的分子机制尚不清楚,因此鉴定对照组和特发性不孕男性之间的差异表达基因(DEGs)可以为诊断和治疗提供线索。在这里,我们分析了数据集 GSE65683,以鉴定三组患者中特发性人类精子中的差异表达基因:(i)定时性交(TIC);(ii)宫腔内人工授精(IUI);和(iii)辅助生殖技术(ART)。使用 DAVID(数据库注释、可视化和综合发现)和 GeneCodis 对 DEGs 进行了富集分析。使用 STRING 数据库构建了这些 DEGs 的蛋白质-蛋白质相互作用(PPI)网络。计算了网络参数,如度数和介数,以选择重要的枢纽。总共在 TIC 中鉴定了 118 个 DEGs,在 IUI 中鉴定了 446 个,在 ART 中鉴定了 188 个。构建了 PPI 网络,并鉴定了关键的顶级枢纽基因,如 ,它们可能在特发性男性不育中发挥重要作用。因此,鉴定的枢纽基因可能为分子机制提供深入了解,并有助于发现新的治疗靶点和开发特发性男性不育的新策略。

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Identification of potential key genes related to idiopathic male infertility using RNA-sequencing data: an approach.基于 RNA 测序数据识别特发性男性不育相关的潜在关键基因:一种方法。
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