In conclusion, this work highlights the possible implication of ATR variants in male and female BC predisposition and shows the importance of extended genetic analysis in unsolved extreme phenotype cancer cases to identify rare alleles of biologically relevant candidate genes of cancer predisposition. The gene discussed is ATR; the disease is breast cancer.