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Identification of molecular subtypes and immune infiltration in endometriosis: a novel bioinformatics analysis and In vitro validation
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 G...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10471803/ https://www.ncbi.nlm.nih.gov/pubmed/37662927 http://dx.doi.org/10.3389/fimmu.2023.1130738 |
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author | Lv, Si-ji Sun, Jia-ni Gan, Lei Sun, Jing |
author_facet | Lv, Si-ji Sun, Jia-ni Gan, Lei Sun, Jing |
author_sort | Lv, Si-ji |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-10471803 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104718032023-09-02 Identification of molecular subtypes and immune infiltration in endometriosis: a novel bioinformatics analysis and In vitro validation Lv, Si-ji Sun, Jia-ni Gan, Lei Sun, Jing Front Immunol Immunology 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. Frontiers Media S.A. 2023-08-18 /pmc/articles/PMC10471803/ /pubmed/37662927 http://dx.doi.org/10.3389/fimmu.2023.1130738 Text en Copyright © 2023 Lv, Sun, Gan and Sun https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Lv, Si-ji Sun, Jia-ni Gan, Lei Sun, Jing Identification of molecular subtypes and immune infiltration in endometriosis: a novel bioinformatics analysis and In vitro validation |
title | Identification of molecular subtypes and immune infiltration in endometriosis: a novel bioinformatics analysis and In vitro validation |
title_full | Identification of molecular subtypes and immune infiltration in endometriosis: a novel bioinformatics analysis and In vitro validation |
title_fullStr | Identification of molecular subtypes and immune infiltration in endometriosis: a novel bioinformatics analysis and In vitro validation |
title_full_unstemmed | Identification of molecular subtypes and immune infiltration in endometriosis: a novel bioinformatics analysis and In vitro validation |
title_short | Identification of molecular subtypes and immune infiltration in endometriosis: a novel bioinformatics analysis and In vitro validation |
title_sort | identification of molecular subtypes and immune infiltration in endometriosis: a novel bioinformatics analysis and in vitro validation |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10471803/ https://www.ncbi.nlm.nih.gov/pubmed/37662927 http://dx.doi.org/10.3389/fimmu.2023.1130738 |
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