Systematic evaluation of the effects of genetic variants on PIWI-interacting RNA expression across 33 cancer types

Nucleic Acids Res. 2021 Jan 11;49(1):90-97. doi: 10.1093/nar/gkaa1190.

Abstract

PIWI-interacting RNAs (piRNAs) are an emerging class of non-coding RNAs involved in tumorigenesis. Expression quantitative trait locus (eQTL) analysis has been demonstrated to help reveal the genetic mechanism of single nucleotide polymorphisms (SNPs) in cancer etiology. However, there are no databases that have been constructed to provide an eQTL analysis between SNPs and piRNA expression. In this study, we collected genotyping and piRNA expression data for 10 997 samples across 33 cancer types from The Cancer Genome Atlas (TCGA). Using linear regression cis-eQTL analysis with adjustment of appropriate covariates, we identified millions of SNP-piRNA pairs in tumor (76 924 831) and normal (24 431 061) tissues. Further, we performed differential expression and survival analyses, and linked the eQTLs to genome-wide association study (GWAS) data to comprehensively decipher the functional roles of identified cis-piRNA eQTLs. Finally, we developed a user-friendly database, piRNA-eQTL (http://njmu-edu.cn:3838/piRNA-eQTL/), to help users query, browse and download corresponding eQTL results. In summary, piRNA-eQTL could serve as an important resource to assist the research community in understanding the roles of genetic variants and piRNAs in the development of cancers.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Databases, Genetic
  • Gene Expression Regulation, Neoplastic / genetics*
  • Genome-Wide Association Study
  • Genotype
  • Humans
  • Kaplan-Meier Estimate
  • Neoplasms / genetics
  • Neoplasms / mortality
  • Polymorphism, Single Nucleotide / genetics*
  • Quantitative Trait Loci / genetics*
  • RNA, Neoplasm / genetics*
  • RNA, Small Interfering / biosynthesis*
  • RNA, Small Interfering / genetics
  • User-Computer Interface

Substances

  • RNA, Neoplasm
  • RNA, Small Interfering