A detailed analysis of four cancer-associated genes (Hicks; BRCA1, MSH2, MLH1, and TP53) shows Align-GVGD [Tavtigian et al., 2006] to be the best performing prediction method. The gene discussed is BRCA1; the disease is cancer.