» Articles » PMID: 37251946

Identification of the Hub Genes Associated with Prostate Cancer Tumorigenesis

Overview
Journal Front Oncol
Specialty Oncology
Date 2023 May 30
PMID 37251946
Authors
Affiliations
Soon will be listed here.
Abstract

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.

Citing Articles

AGTR1: a potential biomarker associated with the occurrence and prognosis of lung adenocarcinoma.

Xiao R, Han J, Deng Y, Zhang L, Qian Y, Tian N Front Oncol. 2024; 14:1441235.

PMID: 39450258 PMC: 11499140. DOI: 10.3389/fonc.2024.1441235.


Comprehensive data mining reveals RTK/RAS signaling pathway as a promoter of prostate cancer lineage plasticity through transcription factors and CNV.

Wei G, Zhang X, Liu S, Hou W, Dai Z Sci Rep. 2024; 14(1):11688.

PMID: 38778150 PMC: 11111877. DOI: 10.1038/s41598-024-62256-z.


In vitro combination effects of plant-derived quercetin with synthetic bicalutamide on prostate cancer and normal cell lines: in silico comparison.

Inala M, Pamidimukkala K In Silico Pharmacol. 2024; 12(1):22.

PMID: 38559707 PMC: 10980673. DOI: 10.1007/s40203-024-00192-6.


FLRT3 and TGF-β/SMAD4 signalling: Impacts on apoptosis, autophagy and ion channels in supraventricular tachycardia.

Pang Y, Xu Y, Chen Q, Cheng K, Ling Y, Jang J J Cell Mol Med. 2024; 28(7):e18237.

PMID: 38509727 PMC: 10955158. DOI: 10.1111/jcmm.18237.

References
1.
Liu Y, Wu X, Wang G, Hu S, Zhang Y, Zhao S . CALD1, CNN1, and TAGLN identified as potential prognostic molecular markers of bladder cancer by bioinformatics analysis. Medicine (Baltimore). 2019; 98(2):e13847. PMC: 6336601. DOI: 10.1097/MD.0000000000013847. View

2.
Liu N, Liu M, Fu S, Wang J, Tang H, Isah A . Ang2-Targeted Combination Therapy for Cancer Treatment. Front Immunol. 2022; 13:949553. PMC: 9305611. DOI: 10.3389/fimmu.2022.949553. View

3.
Luthold C, Hallal T, Labbe D, Bordeleau F . The Extracellular Matrix Stiffening: A Trigger of Prostate Cancer Progression and Castration Resistance?. Cancers (Basel). 2022; 14(12). PMC: 9221142. DOI: 10.3390/cancers14122887. View

4.
Lu Y, Jin Z, Hou J, Wu X, Yu Z, Yao L . Calponin 1 increases cancer-associated fibroblasts-mediated matrix stiffness to promote chemoresistance in gastric cancer. Matrix Biol. 2022; 115:1-15. DOI: 10.1016/j.matbio.2022.11.005. View

5.
Chen X, Ma J, Xu C, Wang L, Yao Y, Wang X . Identification of hub genes predicting the development of prostate cancer from benign prostate hyperplasia and analyzing their clinical value in prostate cancer by bioinformatic analysis. Discov Oncol. 2022; 13(1):54. PMC: 9243208. DOI: 10.1007/s12672-022-00508-y. View