Abstract Background Previous genome-wide association studies (GWAS) have identified 42 loci (P < 5 × 10−8) associated with risk of colorectal cancer (CRC). Expanded consortium efforts facilitating the discovery of additional susceptibility loci may capture unexplained familial risk. Methods We conducted a GWAS in European descent CRC cases and control subjects using a discovery–replication design, followed by examination of novel findings in a multiethnic sample (cumulative n = 163 315). In the discovery stage (36 948 case subjects/30 864 control subjects), we identified genetic variants with a minor allele frequency of 1% or greater associated with risk of CRC using logistic regression followed by a fixed-effects inverse variance weighted meta-analysis. All novel independent variants reaching genome-wide statistical significance (two-sided P < 5 × 10−8) were tested for replication in separate European ancestry samples (12 952 case subjects/48 383 control subjects). Next, we examined the generalizability of discovered variants in East Asians, African Americans, and Hispanics (12 085 case subjects/22 083 control subjects). Finally, we examined the contributions of novel risk variants to familial relative risk and examined the prediction capabilities of a polygenic risk score. All statistical tests were two-sided. Results The discovery GWAS identified 11 variants associated with CRC at P < 5 × 10−8, of which nine (at 4q22.2/5p15.33/5p13.1/6p21.31/6p12.1/10q11.23/12q24.21/16q24.1/20q13.13) independently replicated at a P value of less than .05. Multiethnic follow-up supported the generalizability of discovery findings. These results demonstrated a 14.7% increase in familial relative risk explained by common risk alleles from 10.3% (95% confidence interval [CI] = 7.9% to 13.7%; known variants) to 11.9% (95% CI = 9.2% to 15.5%; known and novel variants). A polygenic risk score identified 4.3% of the population at an odds ratio for developing CRC of at least 2.0. Conclusions This study provides insight into the architecture of common genetic variation contributing to CRC etiology and improves risk prediction for individualized screening.
Evaluation of Polygenic Risk Scores for Breast and Ovarian Cancer Risk Prediction in BRCA1 and BRCA2 Mutation Carriers
Abstract Background: Known gene mutations account for approximately 50% of the risk for breast cancer. However, a considerable fraction of heritable risk remains unexplained. Fifteen percent of the risk is accounted for by BRCA1/2 and another 3% by TP53, PTEN, LKB1 and CDH1. CHEK2, ATM, PALB2, BRIP1, RAD51C, RAD51D and BARD1 account for 4%, while SNPs discovered from large multicenter genome-wide association studies explain another 14% of the heritable risk. Founder mutations in the DNA repair pathway genes such as BRCA1 and BRCA2 account for the majority of AJ breast cancer mutations. Methods: We performed exome sequencing of 49 early onset (age <35) breast cancer cases, and 85 BRCA wild type familial breast cancer cases, all of Ashkenazi Jewish (AJ) from the New York City area. A recurrent truncating mutation was then analyzed in 3131 breast cancer cases and 2716 unaffected women of Ashkenazi ancestry from New York and Israel. Using CRISPR and overexpression systems on the human mammary epithelial cell line HMLE, transcript and protein levels were assayed for the mutant and compared to wild-type. Treatment with IlludinS and UVC were performed to assess DNA damage response. Finally, clonogenic survival assay was also performed. Results: Amongst the DNA repair pathway genes, exome sequencing revealed a heterozygous recurrent truncating mutation in ERCC3 (R109X) in 2 of 49 early onset breast cancer cases of AJ ancestry and 4 familial AJ probands. Taqman genotyping in a case control setting from New York and Israel revealed 54 mutation carriers in 3131 cases and 32 in the 2716 controls. In total, there were 60 heterozygotes detected in 3209 cases and 32 in 2716 controls [OR 1.59 (95% CI 1.01-2.50)]; p = 0.02 Fisher one- tailed). Functional studies using CRISPR and overexpression systems on human mammary epithelial cells, show that the mutation results in lower transcript levels and this reduction is effected by nonsense mediated decay of the mutant transcript. Western blotting showed that the mutation resulted in a smaller protein (∼12kDa). Clonogenic assays showed similar survival rate of mutant and wildtype under UVC exposure, however the mutant cell line showed significantly smaller colony size demonstrating a growth disadvantage that was further increased upon DNA damage. Treatment with fungal sesquiterpene IlludinS, a known sensitizer to mutant ERCC3 cell lines, showed drastically reduced survival when compared to the wild type human mammary epithelial cells. Conclusions: We demonstrate that ERCC3 is a moderate risk gene for breast cancer in individuals of Ashkenazi ancestry. ERCC3 is somatically mutated in multiple cancers including breast, ovarian and pancreatic cancers, however its role as a cancer susceptibility gene requires further elucidation. Additional functional and population genetic studies to further characterize this novel ERCC3 variant are underway. Citation Format: Joseph Vijai, Sabine Topka, Kara Maxwell, Vignesh Ravichandran, Tinu Thomas, Danylo Villano, Ann Maria, Pragna Gaddam, Anne Lincoln, Steven Hart, Susan Neuhausen, Mark Robson, Jeffrey Weitzel, Mark Daly, Katherine Nathanson, Fergus Couch, Gadi Rennert, Kenneth Offit. ERCC3 R109X is a moderate risk breast cancer risk variant in Ashkenazi Jews. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 796.
Candidate Genetic Modifiers for Breast and Ovarian Cancer Risk in
BRCA1
and
BRCA2
Mutation Carriers