For example, Wills et al. performed a survival GWAS among 1926 patients with advanced colorectal cancer, and supported rs79612564 (2q34) in ERBB4 as a predictive biomarker of survival, as evidenced by the replication stage of independent colorectal cancer patients17. This evidence concerns the gene ERBB4 and colorectal cancer.