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多囊卵巢综合征诊断标志物及免疫浸润的生物信息学研究

Bioinformatics searching of diagnostic markers and immune infiltration in polycystic ovary syndrome.

作者信息

Yao Xinrui, Wang Xiuxia

机构信息

Center of Reproductive Medicine, Shengjing Hospital of China Medical University, Shenyang, China.

出版信息

Front Genet. 2022 Aug 31;13:937309. doi: 10.3389/fgene.2022.937309. eCollection 2022.

Abstract

Polycystic ovary syndrome (PCOS) is one of the most common endocrine diseases in reproductive-aged women, and it affects numerous women worldwide. This study aimed to identify potential diagnostic markers and explore the infiltration of immune cells in PCOS, contributing to the development of potential therapeutic drugs for this disease. We identified five key genes: CBLN1 (AUC = 0.924), DNAH5 (AUC = 0.867), HMOX1 (AUC = 0.971), SLC26A8 (AUC = 0,933), and LOC100507250 (AUC = 0.848) as diagnostic markers of PCOS. Compared with paired normal group, naïve B cells, gamma delta T cells, resting CD4 memory T cells, and activated CD4 memory T cells were significantly decreased in PCOS while M2 macrophages were significantly increased. Significant correlations were presented between the five key genes and the components of immune infiltrate. The results of CMap suggest that four drugs, ISOX, apicidin, scriptaid, and NSC-94258, have the potential to reverse PCOS. The present study helps provide novel insights for the prevention and treatment of PCOS, and immune cell infiltration plays a role that cannot be ignored in the occurrence and progression of the disease.

摘要

多囊卵巢综合征(PCOS)是育龄女性中最常见的内分泌疾病之一,全球有众多女性受其影响。本研究旨在识别潜在的诊断标志物,并探索PCOS中免疫细胞的浸润情况,为该疾病开发潜在的治疗药物提供依据。我们确定了五个关键基因:CBLN1(AUC = 0.924)、DNAH5(AUC = 0.867)、HMOX1(AUC = 0.971)、SLC26A8(AUC = 0.933)和LOC100507250(AUC = 0.848)作为PCOS的诊断标志物。与配对的正常组相比,PCOS患者的幼稚B细胞、γδT细胞、静息CD4记忆T细胞和活化CD4记忆T细胞显著减少,而M2巨噬细胞显著增加。五个关键基因与免疫浸润成分之间存在显著相关性。CMap结果表明,四种药物,即ISOX、阿皮西丁、司立他汀和NSC - 94258,具有逆转PCOS的潜力。本研究有助于为PCOS的预防和治疗提供新的见解,并且免疫细胞浸润在该疾病的发生和发展中起着不可忽视的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/508a/9471256/9072ff079e06/fgene-13-937309-g001.jpg

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