Transcriptomic analysis of castration, chemo-resistant and metastatic prostate cancer elucidates complex genetic crosstalk leading to disease progression

被引:12
|
作者
Mukherjee, Sayani [1 ]
Sudandiradoss, C. [1 ]
机构
[1] Vellore Inst Technol, Sch Biosci & Technol, Dept Biotechnol, Vellore 632014, Tamil Nadu, India
关键词
Transcriptomic analysis; Prostate cancer; Castration resistance; Metastasis; Chemoresistance; Hub genes; INTEGRIN-LINKED KINASE; EXPRESSION; IDENTIFICATION; DATABASE; NETWORKS; TARGET; BETA; POLYMORPHISMS; PROTEOGLYCANS; ACTIVATION;
D O I
10.1007/s10142-021-00789-6
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Prostate adenocarcinoma, with its rising numbers and high fatality rate, is a daunting healthcare challenge to clinicians and researchers alike. The mainstay of our meta-analysis was to decipher differentially expressed genes (DEGs), their corresponding transcription factors (TFs), miRNAs (microRNA) and interacting pathways underlying the progression of prostate cancer (PCa). We have chosen multiple datasets from primary, castration-resistant, chemo-resistant and metastatic prostate cancer stages for investigation. From our tissue-specific and disease-specific co-expression networks, fifteen hub genes such as ACTB, ACTN1, CDH1, CDKN1A, DDX21, ELF3, FLNA, FLNC, IKZF1, ILK, KRT13, KRT18, KRT19, SVIL and TRIM29 were identified and validated by molecular complex detection analysis as well as survival analysis. In our attempt to highlight hub gene-associated mutations and drug interactions, FLNC was found to be most commonly mutated and CDKN1A gene was found to have highest druggability. Moreover, from DAVID and gene set enrichment analysis, the focal adhesion and oestrogen signalling pathways were found enriched which indicates the involvement of hub genes in tumour invasiveness and metastasis. Finally by Enrichr tool and miRNet, we identified transcriptional factors SNAI2, TP63, CEBPB and KLF11 and microRNAs, namely hsa-mir-1-3p, hsa-mir-145-5p, hsa-mir-124-3p and hsa-mir-218-5p significantly controlling the hub gene expressions. In a nutshell, our report will help to gain a deeper insight into complex molecular intricacies and thereby unveil the probable biomarkers and therapeutic targets involved with PCa progression.
引用
收藏
页码:451 / 472
页数:22
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