Cargando…

Identification of the hub genes associated with prostate cancer tumorigenesis

INTRODUCTION: Prostate cancer (PCa) is one of the most common malignant tumors of the male urogenital system; however, the underlying mechanisms remain largely unclear. This study integrated two cohort profile datasets to elucidate the potential hub genes and mechanisms in PCa. METHODS AND RESULTS:...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhu, Honghui, Lin, Qi, Gao, Xiaomin, Huang, Xixi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213256/
https://www.ncbi.nlm.nih.gov/pubmed/37251946
http://dx.doi.org/10.3389/fonc.2023.1168772
_version_ 1785047579090747392
author Zhu, Honghui
Lin, Qi
Gao, Xiaomin
Huang, Xixi
author_facet Zhu, Honghui
Lin, Qi
Gao, Xiaomin
Huang, Xixi
author_sort Zhu, Honghui
collection PubMed
description INTRODUCTION: Prostate cancer (PCa) is one of the most common malignant tumors of the male urogenital system; however, the underlying mechanisms remain largely unclear. This study integrated two cohort profile datasets to elucidate the potential hub genes and mechanisms in PCa. METHODS AND RESULTS: Gene expression profiles GSE55945 and GSE6919 were filtered from the Gene Expression Omnibus (GEO) database to obtain 134 differentially expressed genes (DEGs) (14 upregulated and 120 downregulated) in PCa. Gene Ontology and pathway enrichment were performed using the Database for Annotation, Visualization, and Integrated Discovery, showing that these DEGs were mainly involved in biological functions such as cell adhesion, extracellular matrix, migration, focal adhesion, and vascular smooth muscle contraction. The STRING database and Cytoscape tools were used to analyze protein-protein interactions and identify 15 hub candidate genes. Violin plot, boxplot, and prognostic curve analyses were performed using Gene Expression Profiling Interactive Analysis, which identified seven hub genes, including upregulated expressed SPP1 and downregulated expressed MYLK, MYL9, MYH11, CALD1, ACTA2, and CNN1 in PCa compared with normal tissue. Correlation analysis was performed using the OmicStudio tools, which showed that these hub genes were moderately to strongly correlated with each other. Finally, quantitative reverse transcription PCR and western blotting were performed to validate the hub genes, showing that the abnormal expression of the seven hub genes in PCa was consistent with the analysis results of the GEO database. DISCUSSION: Taken together, MYLK, MYL9, MYH11, CALD1, ACTA2, SPP1, and CNN1 are hub genes significantly associated with PCa occurrence. These genes are abnormally expressed, leading to the formation, proliferation, invasion, and migration of PCa cells and promoting tumor neovascularization. These genes may serve as potential biomarkers and therapeutic targets in patients with PCa.
format Online
Article
Text
id pubmed-10213256
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-102132562023-05-27 Identification of the hub genes associated with prostate cancer tumorigenesis Zhu, Honghui Lin, Qi Gao, Xiaomin Huang, Xixi Front Oncol Oncology INTRODUCTION: Prostate cancer (PCa) is one of the most common malignant tumors of the male urogenital system; however, the underlying mechanisms remain largely unclear. This study integrated two cohort profile datasets to elucidate the potential hub genes and mechanisms in PCa. METHODS AND RESULTS: Gene expression profiles GSE55945 and GSE6919 were filtered from the Gene Expression Omnibus (GEO) database to obtain 134 differentially expressed genes (DEGs) (14 upregulated and 120 downregulated) in PCa. Gene Ontology and pathway enrichment were performed using the Database for Annotation, Visualization, and Integrated Discovery, showing that these DEGs were mainly involved in biological functions such as cell adhesion, extracellular matrix, migration, focal adhesion, and vascular smooth muscle contraction. The STRING database and Cytoscape tools were used to analyze protein-protein interactions and identify 15 hub candidate genes. Violin plot, boxplot, and prognostic curve analyses were performed using Gene Expression Profiling Interactive Analysis, which identified seven hub genes, including upregulated expressed SPP1 and downregulated expressed MYLK, MYL9, MYH11, CALD1, ACTA2, and CNN1 in PCa compared with normal tissue. Correlation analysis was performed using the OmicStudio tools, which showed that these hub genes were moderately to strongly correlated with each other. Finally, quantitative reverse transcription PCR and western blotting were performed to validate the hub genes, showing that the abnormal expression of the seven hub genes in PCa was consistent with the analysis results of the GEO database. DISCUSSION: Taken together, MYLK, MYL9, MYH11, CALD1, ACTA2, SPP1, and CNN1 are hub genes significantly associated with PCa occurrence. These genes are abnormally expressed, leading to the formation, proliferation, invasion, and migration of PCa cells and promoting tumor neovascularization. These genes may serve as potential biomarkers and therapeutic targets in patients with PCa. Frontiers Media S.A. 2023-05-12 /pmc/articles/PMC10213256/ /pubmed/37251946 http://dx.doi.org/10.3389/fonc.2023.1168772 Text en Copyright © 2023 Zhu, Lin, Gao and Huang 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 Oncology
Zhu, Honghui
Lin, Qi
Gao, Xiaomin
Huang, Xixi
Identification of the hub genes associated with prostate cancer tumorigenesis
title Identification of the hub genes associated with prostate cancer tumorigenesis
title_full Identification of the hub genes associated with prostate cancer tumorigenesis
title_fullStr Identification of the hub genes associated with prostate cancer tumorigenesis
title_full_unstemmed Identification of the hub genes associated with prostate cancer tumorigenesis
title_short Identification of the hub genes associated with prostate cancer tumorigenesis
title_sort identification of the hub genes associated with prostate cancer tumorigenesis
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213256/
https://www.ncbi.nlm.nih.gov/pubmed/37251946
http://dx.doi.org/10.3389/fonc.2023.1168772
work_keys_str_mv AT zhuhonghui identificationofthehubgenesassociatedwithprostatecancertumorigenesis
AT linqi identificationofthehubgenesassociatedwithprostatecancertumorigenesis
AT gaoxiaomin identificationofthehubgenesassociatedwithprostatecancertumorigenesis
AT huangxixi identificationofthehubgenesassociatedwithprostatecancertumorigenesis