medRxivGenetic & Genomic MedicinePreprint
Large-scale alternative polyadenylation (APA)-wide association studies to identify putative susceptibility genes in human common cancers
Xingyi GuoiD, Jie PingiD, Yaohua YangiD, Xinwan SuiD, Xiao‐Ou ShuiD, Wanqing WeniD, Zhishan CheniD, Yunjing ZhangiD, Ran TaoiD, Guochong JiaiD, Jingni HeiD, Qiuyin CaiiD, Qingrun ZhangiD, Graham G. GilesiD, Rachel PearlmaniD, Gad RennertiD, Pavel VodičkaiD, Amanda I. PhippsiD, Stephen B. GruberiD, Graham CaseyiD, Ulrike PetersiD, Jirong LongiD, Weiqiang LiniD, Wei ZhengiD
Abstract
Alternative polyadenylation (APA) modulates mRNA processing in the 3 untranslated regions (3UTR), which affect mRNA stability and translation efficiency. Here, we build genetic models to predict APA levels in multiple tissues using sequencing data of 1,337 samples from the Genotype-Tissue Expression, and apply these models to assess associations between genetically predicted APA levels and cancer risk with data from large genome-wide association studies of six common cancers, including breast, ovary, prostate, colorectum, lung, and pancreas among European-ancestry populations. At a Bonferroni-corrected P{square}<{square}0.05, we identify 58 risk genes, including seven in newly identified loci. Using luciferase reporter assays, we demonstrate that risk alleles of 3UTR variants, rs324015 (STAT6), rs2280503 (DIP2B), rs1128450 (FBXO38) and rs145220637 (LDAH), could significantly increase post-transcriptional activities of their target genes compared to reference alleles. Further gene knockdown experiments confirm their oncogenic roles. Our study provides additional insight into the genetic susceptibility of these common cancers.
- organism: human
- assay: bulk RNA-seq
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A distinct class of pan cancer susceptibility genes revealed by alternative polyadenylation transcriptome wide association study
Hui Chen, Zeyang Wang, … Lei Li·Nature CommunicationsPeer-reviewed·Feb 26, 2024
- Alternative polyadenylation drives oncogenic gene expression in pancreatic ductal adenocarcinoma
S. Venkat, A. A. Tisdale, … M. E. Feigin·bioRxiv·Aug 30, 2019
- Genetic Basis of Alternative Polyadenylation is an Emerging Molecular Phenotype for Human Traits and Diseases
Lei Li, Kai-Lieh Huang, … Wei Li·Nature GeneticsPeer-reviewed·May 13, 2021
- Alternative polyadenylation mediates genetic regulation of gene expression
Briana E. Mittleman, Sebastian Pott, … Yang Li·eLifePeer-reviewed·Jun 25, 2020
- Pan-cancer analysis reveals complex tumor-specific alternative polyadenylation
Zhuyi Xue, René L. Warren, … İnanç Birol·BMC GenomicsPeer-reviewed·Jul 13, 2018
- LABRAT reveals association of alternative polyadenylation with transcript localization, RNA binding protein expression, transcription speed, and cancer survival
Raeann Goering, Krysta L. Engel, … J. Matthew Taliaferro·BMC GenomicsPeer-reviewed·Jun 26, 2021