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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...

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Autores principales: Patil, Krutika, Joseph, Shaini, Shah, Jatin, Mukherjee, Srabani
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
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.
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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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