Motivated by the pressing need for TP53 mutation annotation in cancer biology, we introduced Survival-based Clustering of Predictors (SCP), a general framework for grouping individual features, such as single-nucleotide variants, by searching for homogeneity in their coefficients in Cox regression. The gene discussed is TP53; the disease is cancer.