Identification of molecular subtypes and immune infiltration in endometriosis: a novel bioinformatics analysis and In vitro validation

被引:3
|
作者
Lv, Si-ji [1 ]
Sun, Jia-ni [1 ]
Gan, Lei [2 ]
Sun, Jing [1 ]
机构
[1] Tongji Univ, Shanghai Matern & Infant Hosp 1, Shanghai Inst Maternal Fetal Med & Gynecol Oncol, Sch Med,Shanghai Key Lab Maternal Fetal Med, Shanghai, Peoples R China
[2] Ningbo First Hosp, Dept Gynaecol & Obstet, Ningbo, Zhejiang, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2023年 / 14卷
关键词
endometriosis; WGCNA; signature; immune infiltration; immune cell subset; molecular subtype; PROKINETICIN; 1; EXPRESSION; GENE; WOMEN; INFERTILITY; PACKAGE; DISEASE; CELLS;
D O I
10.3389/fimmu.2023.1130738
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Introduction: Endometriosis is a worldwide gynacological diseases, affecting in 6-10% of women of reproductive age. The aim of this study was to investigate the gene network and potential signatures of immune infiltration in endometriosis. Methods: The expression profiles of GSE51981, GSE6364, and GSE7305 were obtained from the Gene Expression Omnibus (GEO) database. Core modules and central genes related to immune characteristics were identified using a weighted gene coexpression network analysis. Bioinformatics analysis was performed to identify central genes in immune infiltration. Protein-protein interaction (PPI) network was used to identify the hub genes. We then constructed subtypes of endometriosis samples and calculated their correlation with hub genes. qRTPCR and Western blotting were used to verify our findings. Results: We identified 10 candidate hub genes (GZMB, PRF1, KIR2DL1, KIR2DL3, KIR3DL1, KIR2DL4, FGB, IGFBP1, RBP4, and PROK1) that were significantly correlated with immune infiltration. Our study established a detailed immune network and systematically elucidated the molecular mechanism underlying endometriosis from the aspect of immune infiltration. Discussion: Our study provides comprehensive insights into the immunology involved in endometriosis and might contribute to the development of immunotherapy for endometriosis. Furthermore, our study sheds light on the underlying molecular mechanism of endometriosis and might help improve the diagnosis and treatment of this condition.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Bioinformatics identification and validation of biomarkers and infiltrating immune cells in endometriosis
    Jiang, Hong
    Zhang, Xia
    Wu, Yalan
    Zhang, Baozhu
    Wei, Juanbing
    Li, Jianhua
    Huang, Yuxiu
    Chen, Lihong
    He, Xinqin
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [2] Identification of novel immune infiltration-related biomarkers of sepsis based on bioinformatics analysis
    Li, Hua
    Yang, Le
    CELLULAR AND MOLECULAR BIOLOGY, 2023, 69 (12) : 205 - 209
  • [3] New insights into the ferroptosis and immune infiltration in endometriosis: a bioinformatics-based analysis
    Liu, Lusha
    Han, Feifei
    Du, Naiyi
    Liu, Yakun
    Duan, Aihong
    Kang, Shan
    Li, Bin
    FRONTIERS IN IMMUNOLOGY, 2025, 15
  • [4] Identification of Immune Infiltration in Odontogenic Keratocyst by Integrated Bioinformatics Analysis
    Nian-Nian Zhong
    Su-Ran Li
    Qi-Wen Man
    Bing Liu
    BMC Oral Health, 23
  • [5] Identification of Immune Infiltration in Odontogenic Keratocyst by Integrated Bioinformatics Analysis
    Zhong, Nian-Nian
    Li, Su-Ran
    Man, Qi-Wen
    Liu, Bing
    BMC ORAL HEALTH, 2023, 23 (01)
  • [6] Identification of potential diagnostic biomarkers and immune infiltration features in diabetic foot ulcer by bioinformatics analysis and validation
    Li, Xiaohua
    Chen, Biwu
    Xu, Yuanyuan
    Zhou, Anbang
    Wu, Biaoliang
    CELLULAR AND MOLECULAR BIOLOGY, 2023, 69 (11) : 180 - 188
  • [7] Identification of novel hub genes and immune infiltration in atopic dermatitis using integrated bioinformatics analysis
    Zhou, Yaguang
    Zhou, Yong
    Zhang, Suli
    Yu, Shui
    Li, Zizhuo
    Yang, Zhou
    Wu, You
    Zhao, Zigang
    Zhang, Han
    Li, Chengxin
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [8] Identification of molecular subtypes premised on the characteristics of immune infiltration of endometrial cancer
    Liu, Cong
    Zhang, Yan
    Hang, Chen
    ANNALS OF TRANSLATIONAL MEDICINE, 2022, 10 (06)
  • [9] Identification of the prognostic biomarkers and their correlations with immune infiltration in colorectal cancer through bioinformatics analysis and in vitro experiments
    Guo, Min
    Li, Xiaxi
    Li, Jiong
    Li, Baolong
    HELIYON, 2023, 9 (06)
  • [10] Identification and analysis of novel endometriosis biomarkers via integrative bioinformatics
    Bae, Sung-Jin
    Jo, Yunju
    Cho, Min Kyoung
    Jin, Jung-Sook
    Kim, Jin-Young
    Shim, Jaewon
    Kim, Yun Hak
    Park, Jang-Kyung
    Ryu, Dongryeol
    Lee, Hyun Joo
    Joo, Jongkil
    Ha, Ki-Tae
    FRONTIERS IN ENDOCRINOLOGY, 2022, 13