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基于单细胞水平PCOS患者颗粒细胞的生物信息学分析

苏丹丹 谢宝国

生殖医学杂志2024,Vol.33Issue(7):925-933,9.
生殖医学杂志2024,Vol.33Issue(7):925-933,9.DOI:10.3969/j.issn.1004-3845.2024.07.013

基于单细胞水平PCOS患者颗粒细胞的生物信息学分析

Bioinformatics analysis of granulosa cells in PCOS patients based on single-cell sequencing data

苏丹丹 1谢宝国1

作者信息

  • 1. 海南医学院生殖健康及相关疾病研究与转化教育部重点实验室,海南医学院第一附属医院海南省人类生殖与遗传重点实验室||海南医学院第一附属医院生殖医学科||海南医学院第一附属医院海南省地方病(地中海贫血)临床医学研究中心,国家国际科技合作基地"中缅中-缅区域性重大疾病防治联合研究中心"||海南医学院第一附属医院海口市人类遗传资源保藏重点实验室,海口 570100
  • 折叠

摘要

Abstract

Objective:To investigate the effect of differentially expressed genes(DEGs)in granulosa cells on the pathogenesis of PCOS. Methods:PCOS infertility patients who underwent ICSI for pregnancy assistance at Department of Reproductive Medicine,First Affiliated Hospital of Hainan Medical College from June to October 2022 were recruited as study group(n=5),and patients with normal ovarian function during the same period were used as control group(n=5).The discarded follicular fluid after oocyte retrieval was collected and granulosa cells were extracted for single-cell RNA sequencing(sc RNA-seq).The bioinformatics software Single R package was used to predict the cell type,the volcano map of granulosa cell DEGs was developed by Ggplot2 package,and GO functional enrichment and KEGG pathway analysis were performed.Then,String online database(http://string-db.org)was applied to construct protein-protein interaction(PPI)network maps of DEGs,MCODE and CytoNCA plug-ins in Cytoscape(3.9.1)software were used for visual analysis of the DEGs,and GEO database was applied to validation of DEGs. Results:Single-cell RNA-seq results showed that 9 017 unique DEGs were screened in the PCOS group when compared with the control group,of which 49 genes were significantly up-regulated and 25 genes were significantly down-regulated.GO enrichment analysis showed that differentially differentiated genes were mainly enriched in cytoplasmic translation and wound healing in terms of bioprocess(BP),adherence plaques and cytoplasmic ribosomes regarding cellular components(CC),and structural components of ribosomes and calcium adhesion protein binding in terms of molecular function(MF).KEGG pathway analysis showed that the differential genes were mainly enriched in signaling pathways such as coronavirus disease(COVID-19),ribosomes,ovarian steroidogenesis and so on. Conclusions:This study reveals that granulosa cells in infertile women with PCOS may be affected by steroidogenesis,metabolism,inflammation,and oxidative stress,providing ideas for the pathogenesis of PCOS and the development of clinically relevant therapeutic strategies.

关键词

多囊卵巢综合征/单细胞RNA测序/类固醇代谢

Key words

PCOS/Single-cell RNA sequencing/Steroid metabolism

分类

医药卫生

引用本文复制引用

苏丹丹,谢宝国..基于单细胞水平PCOS患者颗粒细胞的生物信息学分析[J].生殖医学杂志,2024,33(7):925-933,9.

生殖医学杂志

OACSTPCD

1004-3845

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