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Updated: Apr 12, 2026

Microarray-based Identification of Individual HERV Loci Expression: Application to Biomarker Discovery in Prostate Cancer
Published on: November 2, 2013
Comprehensively evaluating cis-regulatory variation in the human prostate transcriptome by using gene-level
Nicholas B Larson1, Shannon McDonnell1, Amy J French2
1Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA.
This study reveals numerous cis-acting regulatory variations in prostate tissue using RNA sequencing and genetic data. Integrating allele-specific expression (ASE) improved the identification of expression quantitative trait loci (eQTLs), aiding prostate cancer research.
Area of Science:
- Genomics
- Transcriptomics
- Molecular Biology
Background:
- Identifying cis-acting regulatory variation is key to understanding complex traits and transcriptomic diversity.
- Expression quantitative trait loci (eQTL) analysis, particularly using allele-specific expression (ASE) from RNA sequencing (RNA-seq), enhances the detection of regulatory variation.
Purpose of the Study:
- To comprehensively evaluate cis-acting eQTLs in normal primary prostate tissue.
- To assess the benefit of integrating ASE data in eQTL analysis for improved reproducibility and functional context.
Main Methods:
- Analysis of RNA-seq gene expression and genome-wide high-density genotypes from 471 prostate tissue samples.
- Application of statistical models integrating ASE information for cis-eQTL detection.
- Utilizing phased genotype data to identify cis-acting co-regulation.
Main Results:
- Extensive cis-eQTLs were identified across the prostate transcriptome, with ~70% of expressed genes showing significant eQTLs (FDR 0.05).
- eQTLs were concentrated near transcription start/stop sites, with effects decreasing with distance.
- 233 SNPs were identified as strong eQTLs for multiple genes, and prostate cancer risk SNPs were enriched in prostate eQTLs.
Conclusions:
- Integrating ASE data in cis-eQTL analyses offers better reproducibility than using total expression alone.
- The study provides extensive functional context for thousands of SNPs in prostate tissue.
- These findings are valuable for future research into human prostate diseases.
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