Multi-Tissue Transcriptome-Wide Association Study Identifies 26 Novel Candidate Susceptibility Genes for High Grade Serous Epithelial Ovarian Cancer

Abstract

ABSTRACTGenome-wide association studies (GWASs) have identified about 30 different susceptibility loci associated with high grade serous ovarian cancer (HGSOC) risk. We sought to identify potential susceptibility genes by integrating the risk variants at these regions with genetic variants impacting gene expression and splicing of nearby genes. We compiled gene expression and genotyping data from 2,169 samples for 6 different HGSOC-relevant tissue types. We integrated these data with GWAS data from 13,037 HGSOC cases and 40,941 controls, and performed a transcriptome-wide association study (TWAS) across >70,000 significantly heritable gene/exon features. We identified 24 transcriptome-wide significant associations for 14 unique genes, plus 90 significant exon-level associations in 20 unique genes. We implicated multiple novel genes at risk loci, e.g.LRRC46at 19q21.32 (TWASP=1×10−9) and aPRC1splicing event (TWASP=9×10−8) which was splice-variant specific and exhibited no eQTL signal. Functional analyses in HGSOC cell lines found evidence of essentiality forGOSR2, INTS1, KANSL1andPRC1; with the latter gene showing levels of essentiality comparable to that ofMYC. Overall, gene expression and splicing events explained 41% of SNP-heritability for HGSOC (s.e. 11%,P=2.5×10−4), implicated at least one target gene for 6/13 distinct genome-wide significant regions and revealed 2 known and 26 novel candidate susceptibility genes for HGSOC.STATEMENT OF SIGNIFICANCEFor many ovarian cancer risk regions, the target genes regulated by germline genetic variants are unknown. Using expression data from >2,100 individuals, this study identified novel associations of genes and splicing variants with ovarian cancer risk; with transcriptional variation now explaining over one-third of the SNP-heritability for this disease.