Background and Purpose
Rectal bleeding can occur following radiotherapy for prostate cancer and negatively impacts quality of life for cancer survivors. Treatment and clinical factors do not fully predict for rectal bleeding, and genetic factors may be important.
Materials and Methods
A genome-wide association study (GWAS) was performed to identify SNPs associated with development of late rectal bleeding following radiotherapy for prostate cancer. Logistic regression was used to test association between 614,453 SNPs and rectal bleeding in a discovery cohort (79 cases, 289 controls), and top-ranking SNPs were tested in a replication cohort (108 cases, 673 controls) from four independent sites.
Results
rs7120482 and rs17630638, which tag a single locus on chromosome 11q14.3, reached genome-wide significance for association with rectal bleeding (combined p-values 5.4×10−8 and 6.9×10−7 respectively). Several other SNPs had p-values trending towards genome-wide significance, and a polygenic risk score including these SNPs shows a strong rank-correlation with rectal bleeding (Sommers’ d = 5.0×10−12 in the replication cohort).
Conclusions
This GWAS identified novel genetic markers of rectal bleeding following prostate radiotherapy. These findings could lead to development of a predictive assay to identify patients at risk for this adverse treatment outcome so that dose or treatment modality could be modified.
Purpose
To identify single nucleotide polymorphisms (SNPs) associated with development of erectile dysfunction (ED) among prostate cancer patients treated with radiotherapy.
Methods and Materials
A two-stage genome-wide association study (GWAS) was performed. Patients were split randomly into a stage I discovery cohort (132 cases, 103 controls) and a stage II replication cohort (128 cases, 102 controls). The discovery cohort was genotyped using Affymetrix 6.0 genome-wide arrays. The 940 top ranking SNPs selected from the discovery cohort were genotyped in the replication cohort using Illumina iSelect custom SNP arrays.
Results
12 SNPs identified in the discovery cohort and validated in the replication cohort were associated with development of ED following radiotherapy (Fisher combined p-values 2.1×10−5 to 6.2×10−4). Notably, these 12 SNPs lie in or near genes involved in erectile function or other normal cellular functions (adhesion and signaling) rather than DNA damage repair. In a multivariable model including non-genetic risk factors, the odds ratios for these SNPs ranged from 1.6 to 5.6 in the pooled cohort. There was a striking relationship between the cumulative number of SNP risk alleles an individual possessed and ED status (Sommers’ D p-value = 1.7×10−29). A one-allele increase in cumulative SNP score increased the odds for developing ED by a factor of 2.2 (p-value = 2.1×10−19). The cumulative SNP score model had a sensitivity of 84% and specificity of 75% for prediction of developing ED at the radiotherapy planning stage.
Conclusions
This GWAS identified a set of SNPs that are associated with development of ED following radiotherapy. These candidate genetic predictors warrant more definitive validation in an independent cohort.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.