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Identification of key genes and immune cell infiltration in recurrent implantation failure: A study based on integrated analysis of multiple microarray studies
PROBLEM: Recurrent implantation failure (RIF) refers to a challenging topic in assisted reproductive technology (ART), the etiology of which may be attributed to impaired endometrial receptivity; however, the precise pathogenesis of RIF has not been thoroughly elucidated. METHOD OF STUDY: Four RIF m...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9786880/ https://www.ncbi.nlm.nih.gov/pubmed/35929523 http://dx.doi.org/10.1111/aji.13607 |
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author | Feng, Xue Meng, Xiaolin Guo, Shuaiqingying Li, Kezhen Wang, Lingjuan Ai, Jihui |
author_facet | Feng, Xue Meng, Xiaolin Guo, Shuaiqingying Li, Kezhen Wang, Lingjuan Ai, Jihui |
author_sort | Feng, Xue |
collection | PubMed |
description | PROBLEM: Recurrent implantation failure (RIF) refers to a challenging topic in assisted reproductive technology (ART), the etiology of which may be attributed to impaired endometrial receptivity; however, the precise pathogenesis of RIF has not been thoroughly elucidated. METHOD OF STUDY: Four RIF microarray datasets were obtained from the Gene Expression Omnibus database and integrated by the “sva” R package. The differentially expressed genes (DEGs) were analyzed using the “limma” package and then GO, KEGG, GSEA, and GSVA were applied to perform functional and pathway enrichment analysis. The immune cell infiltration in the RIF process was evaluated by the CIBERSORT algorithm. Finally, the hub genes were identified through the CytoHubba and subsequently verified using two items of external endometrial data. RESULTS: 236 genes were differentially expressed in the endometrium of the RIF group. Functional enrichment analysis demonstrated that the biological functions of DEGs were mainly correlated to the immune‐related pathways, including immune response, TNF signaling pathway, complement and coagulation cascades. Among the immune cells, γδ T cells decreased significantly in the endometrium of RIF patients. In addition, the key DEGs such as PTGS2, FGB, MUC1, SST, VCAM1, MMP7, ERBB4, FOLR1, and C3 were screened and identified as the hub genes involved in the pathogenesis of RIF. CONCLUSIONS: Abnormal immune response regulation of endometrium contributes to the occurrence of RIF, and γδ T cells may be the pivotal immune cells causing RIF. At the same time, the novel hub genes identified will provide effective targets for the prediction and therapy of RIF. |
format | Online Article Text |
id | pubmed-9786880 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97868802022-12-27 Identification of key genes and immune cell infiltration in recurrent implantation failure: A study based on integrated analysis of multiple microarray studies Feng, Xue Meng, Xiaolin Guo, Shuaiqingying Li, Kezhen Wang, Lingjuan Ai, Jihui Am J Reprod Immunol Immune Cells in Pregnancy PROBLEM: Recurrent implantation failure (RIF) refers to a challenging topic in assisted reproductive technology (ART), the etiology of which may be attributed to impaired endometrial receptivity; however, the precise pathogenesis of RIF has not been thoroughly elucidated. METHOD OF STUDY: Four RIF microarray datasets were obtained from the Gene Expression Omnibus database and integrated by the “sva” R package. The differentially expressed genes (DEGs) were analyzed using the “limma” package and then GO, KEGG, GSEA, and GSVA were applied to perform functional and pathway enrichment analysis. The immune cell infiltration in the RIF process was evaluated by the CIBERSORT algorithm. Finally, the hub genes were identified through the CytoHubba and subsequently verified using two items of external endometrial data. RESULTS: 236 genes were differentially expressed in the endometrium of the RIF group. Functional enrichment analysis demonstrated that the biological functions of DEGs were mainly correlated to the immune‐related pathways, including immune response, TNF signaling pathway, complement and coagulation cascades. Among the immune cells, γδ T cells decreased significantly in the endometrium of RIF patients. In addition, the key DEGs such as PTGS2, FGB, MUC1, SST, VCAM1, MMP7, ERBB4, FOLR1, and C3 were screened and identified as the hub genes involved in the pathogenesis of RIF. CONCLUSIONS: Abnormal immune response regulation of endometrium contributes to the occurrence of RIF, and γδ T cells may be the pivotal immune cells causing RIF. At the same time, the novel hub genes identified will provide effective targets for the prediction and therapy of RIF. John Wiley and Sons Inc. 2022-08-15 2022-10 /pmc/articles/PMC9786880/ /pubmed/35929523 http://dx.doi.org/10.1111/aji.13607 Text en © 2022 The Authors. American Journal of Reproductive Immunology published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Immune Cells in Pregnancy Feng, Xue Meng, Xiaolin Guo, Shuaiqingying Li, Kezhen Wang, Lingjuan Ai, Jihui Identification of key genes and immune cell infiltration in recurrent implantation failure: A study based on integrated analysis of multiple microarray studies |
title | Identification of key genes and immune cell infiltration in recurrent implantation failure: A study based on integrated analysis of multiple microarray studies |
title_full | Identification of key genes and immune cell infiltration in recurrent implantation failure: A study based on integrated analysis of multiple microarray studies |
title_fullStr | Identification of key genes and immune cell infiltration in recurrent implantation failure: A study based on integrated analysis of multiple microarray studies |
title_full_unstemmed | Identification of key genes and immune cell infiltration in recurrent implantation failure: A study based on integrated analysis of multiple microarray studies |
title_short | Identification of key genes and immune cell infiltration in recurrent implantation failure: A study based on integrated analysis of multiple microarray studies |
title_sort | identification of key genes and immune cell infiltration in recurrent implantation failure: a study based on integrated analysis of multiple microarray studies |
topic | Immune Cells in Pregnancy |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9786880/ https://www.ncbi.nlm.nih.gov/pubmed/35929523 http://dx.doi.org/10.1111/aji.13607 |
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