Identification of hub biomarkers and immune cell infiltrations participating in the pathogenesis of endometriosis

被引:0
|
作者
Li, Kang [1 ]
Wang, Jiaxu [1 ]
Liu, Xuyue [1 ]
Dang, Yifei [2 ]
Wang, Kaiting [2 ]
Li, Manyu [2 ]
Zhang, Xiaoli [1 ]
Liu, Yuan [2 ]
机构
[1] Shandong Univ, Sch Basic Med Sci, Dept Histol & Embryol, Key Lab Expt Teratol,Minist Educ, Jinan, Peoples R China
[2] Shandong Univ, Dept Obstet & Gynecol, Qilu Hosp, Jinan, Peoples R China
来源
SCIENTIFIC REPORTS | 2025年 / 15卷 / 01期
基金
中国国家自然科学基金;
关键词
Endometriosis; Bioinformatics; Immune cell infiltration; Hub genes; Subtype; RECEPTOR EXPRESSION; GENE-EXPRESSION; MACROPHAGES; ACTIVATION; WOMEN; SUBPOPULATIONS; INFERTILITY; POPULATIONS; LEUKOCYTES; ANTIBODIES;
D O I
10.1038/s41598-025-86164-y
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Endometriosis (EM) is a chronic disease that can cause pain and infertility in patients. As is well known, immune cell infiltrations (ICIs) play important roles in the pathogenesis of EM. However, the pathogenesis and biomarkers of EM that can be used in clinical practice and their relationship with ICIs still need to be elucidated. The gene expression datasets of EM and the healthy control were obtained from the Gene Expression Omnibus (GEO). To identify the central modules and explore the correlation between the gene network and EM, weighted gene co-expression network analysis (WGCNA) was executed. The hub genes were screened using machine learning. The qRT-PCR results showed that only CHMP4C and KAT2B differentially expressed in ectopic tissues compared to the normal. Subsequently, the samples were clustered based on the expression of CHMP4C and KAT2B. Depending on the differential expression genes of the two 2rG Clusters, the samples were divided into two gene Clusters. Significant differences in immune cell infiltrations were observed among the two 2rG Clusters and the two gene Clusters. Furthermore, varied immune checkpoint genes were shown to be correlated with EM. The qRT-PCR results showed that the two genes were significantly related to the ICI genes in EM. Hub genes CHMP4C and KAT2B are involved in the pathogenesis of EM by regulating ICI.
引用
收藏
页数:14
相关论文
共 50 条
  • [31] Diagnostic gene biomarkers for predicting immune infiltration in endometriosis
    Chengmao Xie
    Chang Lu
    Yong Liu
    Zhaohui Liu
    BMC Women's Health, 22
  • [32] Immune cell infiltrations of myenteric plexus in IBD - characterization and implications
    Wiese, J. J.
    Fasci, A.
    Kuehl, A. A.
    Siegmund, B.
    Pruess, M. S.
    Schumann, M.
    JOURNAL OF CROHNS & COLITIS, 2021, 15 : S167 - S168
  • [33] Identifying Immune Cell Infiltration and Hub Genes Related to M2 Macrophages in Endometriosis by Bioinformatics Analysis
    Zhu, Tianhong
    Du, Yongming
    Jin, Bohong
    Zhang, Fubin
    Guan, Yutao
    REPRODUCTIVE SCIENCES, 2023, 30 (11) : 3388 - 3399
  • [34] Identifying Immune Cell Infiltration and Hub Genes Related to M2 Macrophages in Endometriosis by Bioinformatics Analysis
    Tianhong Zhu
    Yongming Du
    Bohong Jin
    Fubin Zhang
    Yutao Guan
    Reproductive Sciences, 2023, 30 : 3388 - 3399
  • [35] Identification of immune- and autophagy-related genes and effective diagnostic biomarkers in endometriosis: a bioinformatics analysis
    Ji, Xiujia
    Huang, Cancan
    Mao, Haiyan
    Zhang, Zuoliang
    Zhang, Xiaohua
    Yue, Bin
    Li, Xinyue
    Wu, Quansheng
    ANNALS OF TRANSLATIONAL MEDICINE, 2022, 10 (24)
  • [36] Cuproptosis-associated hub gene identification and immune cell infiltration patterns in silicosis
    Ma, Ruimin
    Sun, Di
    Wang, Yuanying
    Huang, Xiaoxi
    Ye, Qiao
    TOXICOLOGY, 2024, 504
  • [37] Identification of hub biomarkers of myocardial infarction by single-cell sequencing, bioinformatics, and machine learning
    Zhang, Qunhui
    Guo, Yang
    Zhang, Benyin
    Liu, Hairui
    Peng, Yanfeng
    Wang, Di
    Zhang, Dejun
    FRONTIERS IN CARDIOVASCULAR MEDICINE, 2022, 9
  • [38] Identification of Hub Biomarkers and Immune and Inflammation Pathways Contributing to Kawasaki Disease Progression with RT-qPCR Verification
    Ba, Hongjun
    Zhang, Lili
    Peng, Huimin
    He, Xiufang
    Lin, Yuese
    Li, Xuandi
    Li, Shujuan
    Zhu, Ling
    Qin, Youzhen
    Zhang, Xing
    Wang, Yao
    JOURNAL OF IMMUNOLOGY RESEARCH, 2023, 2023
  • [39] Functional enrichment analysis of LYSET and identification of related hub gene signatures as novel biomarkers to predict prognosis and immune infiltration status of clear cell renal cell carcinoma
    Yuxing Chen
    Jinhang He
    Tian Jin
    Ye Zhang
    Yunsheng Ou
    Journal of Cancer Research and Clinical Oncology, 2023, 149 : 16905 - 16929
  • [40] Identification of biomarkers for endometriosis in plasma from patients with endometriosis using a proteomics approach
    Hwang, Jin-Hee
    Lee, Kyu-Sup
    Joo, Jong-Kil
    Wang, Tao
    Son, Jung-Bin
    Park, Jung-Ha
    Hwang, Dae-Youn
    Choi, Man-Ho
    Lee, Hong-Gu
    MOLECULAR MEDICINE REPORTS, 2014, 10 (02) : 725 - 730