Using the whole-exome sequencing approach, we were able to identify pathogenic and likely pathogenic variants in cancer-related genes and a novel variant mapped to the DNA repair gene MUS81 associated with familial TC and BC cases. The gene discussed is MUS81; the disease is breast cancer.