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An integrated in silico analysis highlighted angiogenesis regulating miRNA-mRNA network in PCOS pathophysiology
BACKGROUND: Polycystic ovary syndrome (PCOS) is a heterogeneous endocrinopathy and a leading cause of anovulatory infertility. Angiogenesis is vital for ovarian folliculogenesis. The expression of angiogenesis-associated genes/proteins is altered in the ovary of PCOS women. However, information on m...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8760593/ https://www.ncbi.nlm.nih.gov/pubmed/35032287 http://dx.doi.org/10.1007/s10815-022-02396-1 |
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author | Patil, Krutika Joseph, Shaini Shah, Jatin Mukherjee, Srabani |
author_facet | Patil, Krutika Joseph, Shaini Shah, Jatin Mukherjee, Srabani |
author_sort | Patil, Krutika |
collection | PubMed |
description | BACKGROUND: Polycystic ovary syndrome (PCOS) is a heterogeneous endocrinopathy and a leading cause of anovulatory infertility. Angiogenesis is vital for ovarian folliculogenesis. The expression of angiogenesis-associated genes/proteins is altered in the ovary of PCOS women. However, information on microRNAs (miRNAs) regulating their expression is limited. This study aims to identify dysregulated angiogenesis-related genes in the ovary of women with PCOS, to identify miRNAs regulating them, and to construct a miRNA-mRNA network associated with angiogenesis. METHODS: A comprehensive literature search and reanalysis of seven ovarian GEO microarray datasets were performed to identify differentially expressed angiogenesis-related genes in PCOS. These target genes were used to predict their regulating miRNAs by querying miRNA databases and their expression in the ovary was verified. Panther and STRING database were used for functional enrichment. Gene expression of shortlisted miRNAs was studied in granulosa cells using digital droplet PCR. RESULTS: The miRNAs expressed in the ovary and potentially targeting dysregulated angiogenesis-related genes in PCOS were identified and those enriched in angiogenesis-related pathways, like VEGF, FGF, PI3K/Akt, Notch signaling, and ECM interaction were shortlisted. Analysis showed PI3K/Akt signaling was the most enriched pathway. MiR-218-5p, miR-214-3p, miR-20a-5p, and miR-140-3p associated with the PI3K/Akt pathway were found to be up-regulated in granulosa cells of women with PCOS. CONCLUSIONS: By in silico analysis, we identified crucial dysregulated angiogenesis-related genes, the miRNA-mRNA interactions, and signaling pathways involved in impaired follicular angiogenesis in PCOS. This work provides a novel insight into the mechanism of aberrant ovarian angiogenesis contributing to PCOS pathophysiology. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10815-022-02396-1. |
format | Online Article Text |
id | pubmed-8760593 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-87605932022-01-18 An integrated in silico analysis highlighted angiogenesis regulating miRNA-mRNA network in PCOS pathophysiology Patil, Krutika Joseph, Shaini Shah, Jatin Mukherjee, Srabani J Assist Reprod Genet Reproductive Physiology and Disease BACKGROUND: Polycystic ovary syndrome (PCOS) is a heterogeneous endocrinopathy and a leading cause of anovulatory infertility. Angiogenesis is vital for ovarian folliculogenesis. The expression of angiogenesis-associated genes/proteins is altered in the ovary of PCOS women. However, information on microRNAs (miRNAs) regulating their expression is limited. This study aims to identify dysregulated angiogenesis-related genes in the ovary of women with PCOS, to identify miRNAs regulating them, and to construct a miRNA-mRNA network associated with angiogenesis. METHODS: A comprehensive literature search and reanalysis of seven ovarian GEO microarray datasets were performed to identify differentially expressed angiogenesis-related genes in PCOS. These target genes were used to predict their regulating miRNAs by querying miRNA databases and their expression in the ovary was verified. Panther and STRING database were used for functional enrichment. Gene expression of shortlisted miRNAs was studied in granulosa cells using digital droplet PCR. RESULTS: The miRNAs expressed in the ovary and potentially targeting dysregulated angiogenesis-related genes in PCOS were identified and those enriched in angiogenesis-related pathways, like VEGF, FGF, PI3K/Akt, Notch signaling, and ECM interaction were shortlisted. Analysis showed PI3K/Akt signaling was the most enriched pathway. MiR-218-5p, miR-214-3p, miR-20a-5p, and miR-140-3p associated with the PI3K/Akt pathway were found to be up-regulated in granulosa cells of women with PCOS. CONCLUSIONS: By in silico analysis, we identified crucial dysregulated angiogenesis-related genes, the miRNA-mRNA interactions, and signaling pathways involved in impaired follicular angiogenesis in PCOS. This work provides a novel insight into the mechanism of aberrant ovarian angiogenesis contributing to PCOS pathophysiology. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10815-022-02396-1. Springer US 2022-01-15 2022-02 /pmc/articles/PMC8760593/ /pubmed/35032287 http://dx.doi.org/10.1007/s10815-022-02396-1 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022 |
spellingShingle | Reproductive Physiology and Disease Patil, Krutika Joseph, Shaini Shah, Jatin Mukherjee, Srabani An integrated in silico analysis highlighted angiogenesis regulating miRNA-mRNA network in PCOS pathophysiology |
title | An integrated in silico analysis highlighted angiogenesis regulating miRNA-mRNA network in PCOS pathophysiology |
title_full | An integrated in silico analysis highlighted angiogenesis regulating miRNA-mRNA network in PCOS pathophysiology |
title_fullStr | An integrated in silico analysis highlighted angiogenesis regulating miRNA-mRNA network in PCOS pathophysiology |
title_full_unstemmed | An integrated in silico analysis highlighted angiogenesis regulating miRNA-mRNA network in PCOS pathophysiology |
title_short | An integrated in silico analysis highlighted angiogenesis regulating miRNA-mRNA network in PCOS pathophysiology |
title_sort | integrated in silico analysis highlighted angiogenesis regulating mirna-mrna network in pcos pathophysiology |
topic | Reproductive Physiology and Disease |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8760593/ https://www.ncbi.nlm.nih.gov/pubmed/35032287 http://dx.doi.org/10.1007/s10815-022-02396-1 |
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