An expanded variant list and assembly annotation identifies multiple novel coding and noncoding genes for prostate cancer risk using a normal prostate tissue eQTL data set.

Prostate cancer (PrCa) is highly heritable; 284 variants have been identified to date that are associated with increased prostate cancer risk, yet few genes contributing to its development are known. Expression quantitative trait loci (eQTL) studies link variants with affected genes, helping to dete...

Full description

Bibliographic Details
Main Authors: Melissa S DeRycke, Melissa C Larson, Asha A Nair, Shannon K McDonnell, Amy J French, Lori S Tillmans, Shaun M Riska, Saurabh Baheti, Zachary C Fogarty, Nicholas B Larson, Daniel R O'Brien, John C Cheville, Liang Wang, Daniel J Schaid, Stephen N Thibodeau
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0214588
id doaj-2589453335314bebb8adc2f586c7b6d4
record_format Article
spelling doaj-2589453335314bebb8adc2f586c7b6d42021-03-03T20:45:24ZengPublic Library of Science (PLoS)PLoS ONE1932-62032019-01-01144e021458810.1371/journal.pone.0214588An expanded variant list and assembly annotation identifies multiple novel coding and noncoding genes for prostate cancer risk using a normal prostate tissue eQTL data set.Melissa S DeRyckeMelissa C LarsonAsha A NairShannon K McDonnellAmy J FrenchLori S TillmansShaun M RiskaSaurabh BahetiZachary C FogartyNicholas B LarsonDaniel R O'BrienJohn C ChevilleLiang WangDaniel J SchaidStephen N ThibodeauProstate cancer (PrCa) is highly heritable; 284 variants have been identified to date that are associated with increased prostate cancer risk, yet few genes contributing to its development are known. Expression quantitative trait loci (eQTL) studies link variants with affected genes, helping to determine how these variants might regulate gene expression and may influence prostate cancer risk. In the current study, we performed eQTL analysis on 471 normal prostate epithelium samples and 249 PrCa-risk variants in 196 risk loci, utilizing RNA sequencing transcriptome data based on ENSEMBL gene definition and genome-wide variant data. We identified a total of 213 genes associated with known PrCa-risk variants, including 141 protein-coding genes, 16 lncRNAs, and 56 other non-coding RNA species with differential expression. Compared to our previous analysis, where RefSeq was used for gene annotation, we identified an additional 130 expressed genes associated with known PrCa-risk variants. We detected an eQTL signal for more than half (n = 102, 52%) of the 196 loci tested; 52 (51%) of which were a Group 1 signal, indicating high linkage disequilibrium (LD) between the peak eQTL variant and the PrCa-risk variant (r2>0.5) and may help explain how risk variants influence the development of prostate cancer.https://doi.org/10.1371/journal.pone.0214588
collection DOAJ
language English
format Article
sources DOAJ
author Melissa S DeRycke
Melissa C Larson
Asha A Nair
Shannon K McDonnell
Amy J French
Lori S Tillmans
Shaun M Riska
Saurabh Baheti
Zachary C Fogarty
Nicholas B Larson
Daniel R O'Brien
John C Cheville
Liang Wang
Daniel J Schaid
Stephen N Thibodeau
spellingShingle Melissa S DeRycke
Melissa C Larson
Asha A Nair
Shannon K McDonnell
Amy J French
Lori S Tillmans
Shaun M Riska
Saurabh Baheti
Zachary C Fogarty
Nicholas B Larson
Daniel R O'Brien
John C Cheville
Liang Wang
Daniel J Schaid
Stephen N Thibodeau
An expanded variant list and assembly annotation identifies multiple novel coding and noncoding genes for prostate cancer risk using a normal prostate tissue eQTL data set.
PLoS ONE
author_facet Melissa S DeRycke
Melissa C Larson
Asha A Nair
Shannon K McDonnell
Amy J French
Lori S Tillmans
Shaun M Riska
Saurabh Baheti
Zachary C Fogarty
Nicholas B Larson
Daniel R O'Brien
John C Cheville
Liang Wang
Daniel J Schaid
Stephen N Thibodeau
author_sort Melissa S DeRycke
title An expanded variant list and assembly annotation identifies multiple novel coding and noncoding genes for prostate cancer risk using a normal prostate tissue eQTL data set.
title_short An expanded variant list and assembly annotation identifies multiple novel coding and noncoding genes for prostate cancer risk using a normal prostate tissue eQTL data set.
title_full An expanded variant list and assembly annotation identifies multiple novel coding and noncoding genes for prostate cancer risk using a normal prostate tissue eQTL data set.
title_fullStr An expanded variant list and assembly annotation identifies multiple novel coding and noncoding genes for prostate cancer risk using a normal prostate tissue eQTL data set.
title_full_unstemmed An expanded variant list and assembly annotation identifies multiple novel coding and noncoding genes for prostate cancer risk using a normal prostate tissue eQTL data set.
title_sort expanded variant list and assembly annotation identifies multiple novel coding and noncoding genes for prostate cancer risk using a normal prostate tissue eqtl data set.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2019-01-01
description Prostate cancer (PrCa) is highly heritable; 284 variants have been identified to date that are associated with increased prostate cancer risk, yet few genes contributing to its development are known. Expression quantitative trait loci (eQTL) studies link variants with affected genes, helping to determine how these variants might regulate gene expression and may influence prostate cancer risk. In the current study, we performed eQTL analysis on 471 normal prostate epithelium samples and 249 PrCa-risk variants in 196 risk loci, utilizing RNA sequencing transcriptome data based on ENSEMBL gene definition and genome-wide variant data. We identified a total of 213 genes associated with known PrCa-risk variants, including 141 protein-coding genes, 16 lncRNAs, and 56 other non-coding RNA species with differential expression. Compared to our previous analysis, where RefSeq was used for gene annotation, we identified an additional 130 expressed genes associated with known PrCa-risk variants. We detected an eQTL signal for more than half (n = 102, 52%) of the 196 loci tested; 52 (51%) of which were a Group 1 signal, indicating high linkage disequilibrium (LD) between the peak eQTL variant and the PrCa-risk variant (r2>0.5) and may help explain how risk variants influence the development of prostate cancer.
url https://doi.org/10.1371/journal.pone.0214588
work_keys_str_mv AT melissasderycke anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT melissaclarson anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT ashaanair anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT shannonkmcdonnell anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT amyjfrench anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT loristillmans anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT shaunmriska anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT saurabhbaheti anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT zacharycfogarty anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT nicholasblarson anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT danielrobrien anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT johnccheville anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT liangwang anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT danieljschaid anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT stephennthibodeau anexpandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT melissasderycke expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT melissaclarson expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT ashaanair expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT shannonkmcdonnell expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT amyjfrench expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT loristillmans expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT shaunmriska expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT saurabhbaheti expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT zacharycfogarty expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT nicholasblarson expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT danielrobrien expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT johnccheville expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT liangwang expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT danieljschaid expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
AT stephennthibodeau expandedvariantlistandassemblyannotationidentifiesmultiplenovelcodingandnoncodinggenesforprostatecancerriskusinganormalprostatetissueeqtldataset
_version_ 1714820729107644416