Cargando…
Identification of Candidate mRNA Isoforms for Prostate Cancer-Risk SNPs Utilizing Iso-eQTL and sQTL Methods
Single nucleotide polymorphisms (SNPs) impacting the alternative splicing (AS) process (sQTLs) or isoform expression (iso-eQTL) are implicated as important cancer regulatory elements. To find the sQTL and iso-eQTL, we retrieved prostate cancer (PrCa) tissue RNA-seq and genotype data originating from...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9604153/ https://www.ncbi.nlm.nih.gov/pubmed/36293264 http://dx.doi.org/10.3390/ijms232012406 |
_version_ | 1784817741655441408 |
---|---|
author | Moradi, Afshin Sharma, Harsh Sharma, Ravi Datta Fernando, Achala Barrero, Roberto A. Batra, Jyotsna |
author_facet | Moradi, Afshin Sharma, Harsh Sharma, Ravi Datta Fernando, Achala Barrero, Roberto A. Batra, Jyotsna |
author_sort | Moradi, Afshin |
collection | PubMed |
description | Single nucleotide polymorphisms (SNPs) impacting the alternative splicing (AS) process (sQTLs) or isoform expression (iso-eQTL) are implicated as important cancer regulatory elements. To find the sQTL and iso-eQTL, we retrieved prostate cancer (PrCa) tissue RNA-seq and genotype data originating from 385 PrCa European patients from The Cancer Genome Atlas. We conducted RNA-seq analysis with isoform-based and splice event-based approaches. The MatrixEQTL was used to identify PrCa-associated sQTLs and iso-eQTLs. The overlap between sQTL and iso-eQTL with GWAS loci and those that are differentially expressed between cancer and normal tissue were identified. The cis-acting associations (FDR < 0.05) for PrCa-risk SNPs identified 42, 123, and 90 PrCa-associated cassette exons, intron retention, and mRNA isoforms belonging to 25, 95, and 83 genes, respectively; while assessment of trans-acting association (FDR < 0.05) yielded 59, 65, and 196 PrCa-associated cassette exons, intron retention and mRNA isoforms belonging to 35, 55, and 181 genes, respectively. The results suggest that functional PrCa-associated SNPs can play a role in PrCa genesis by making an important contribution to the dysregulation of AS and, consequently, impacting the expression of the mRNA isoforms. |
format | Online Article Text |
id | pubmed-9604153 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96041532022-10-27 Identification of Candidate mRNA Isoforms for Prostate Cancer-Risk SNPs Utilizing Iso-eQTL and sQTL Methods Moradi, Afshin Sharma, Harsh Sharma, Ravi Datta Fernando, Achala Barrero, Roberto A. Batra, Jyotsna Int J Mol Sci Article Single nucleotide polymorphisms (SNPs) impacting the alternative splicing (AS) process (sQTLs) or isoform expression (iso-eQTL) are implicated as important cancer regulatory elements. To find the sQTL and iso-eQTL, we retrieved prostate cancer (PrCa) tissue RNA-seq and genotype data originating from 385 PrCa European patients from The Cancer Genome Atlas. We conducted RNA-seq analysis with isoform-based and splice event-based approaches. The MatrixEQTL was used to identify PrCa-associated sQTLs and iso-eQTLs. The overlap between sQTL and iso-eQTL with GWAS loci and those that are differentially expressed between cancer and normal tissue were identified. The cis-acting associations (FDR < 0.05) for PrCa-risk SNPs identified 42, 123, and 90 PrCa-associated cassette exons, intron retention, and mRNA isoforms belonging to 25, 95, and 83 genes, respectively; while assessment of trans-acting association (FDR < 0.05) yielded 59, 65, and 196 PrCa-associated cassette exons, intron retention and mRNA isoforms belonging to 35, 55, and 181 genes, respectively. The results suggest that functional PrCa-associated SNPs can play a role in PrCa genesis by making an important contribution to the dysregulation of AS and, consequently, impacting the expression of the mRNA isoforms. MDPI 2022-10-17 /pmc/articles/PMC9604153/ /pubmed/36293264 http://dx.doi.org/10.3390/ijms232012406 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Moradi, Afshin Sharma, Harsh Sharma, Ravi Datta Fernando, Achala Barrero, Roberto A. Batra, Jyotsna Identification of Candidate mRNA Isoforms for Prostate Cancer-Risk SNPs Utilizing Iso-eQTL and sQTL Methods |
title | Identification of Candidate mRNA Isoforms for Prostate Cancer-Risk SNPs Utilizing Iso-eQTL and sQTL Methods |
title_full | Identification of Candidate mRNA Isoforms for Prostate Cancer-Risk SNPs Utilizing Iso-eQTL and sQTL Methods |
title_fullStr | Identification of Candidate mRNA Isoforms for Prostate Cancer-Risk SNPs Utilizing Iso-eQTL and sQTL Methods |
title_full_unstemmed | Identification of Candidate mRNA Isoforms for Prostate Cancer-Risk SNPs Utilizing Iso-eQTL and sQTL Methods |
title_short | Identification of Candidate mRNA Isoforms for Prostate Cancer-Risk SNPs Utilizing Iso-eQTL and sQTL Methods |
title_sort | identification of candidate mrna isoforms for prostate cancer-risk snps utilizing iso-eqtl and sqtl methods |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9604153/ https://www.ncbi.nlm.nih.gov/pubmed/36293264 http://dx.doi.org/10.3390/ijms232012406 |
work_keys_str_mv | AT moradiafshin identificationofcandidatemrnaisoformsforprostatecancerrisksnpsutilizingisoeqtlandsqtlmethods AT sharmaharsh identificationofcandidatemrnaisoformsforprostatecancerrisksnpsutilizingisoeqtlandsqtlmethods AT sharmaravidatta identificationofcandidatemrnaisoformsforprostatecancerrisksnpsutilizingisoeqtlandsqtlmethods AT fernandoachala identificationofcandidatemrnaisoformsforprostatecancerrisksnpsutilizingisoeqtlandsqtlmethods AT barrerorobertoa identificationofcandidatemrnaisoformsforprostatecancerrisksnpsutilizingisoeqtlandsqtlmethods AT batrajyotsna identificationofcandidatemrnaisoformsforprostatecancerrisksnpsutilizingisoeqtlandsqtlmethods |