Utilizing a novel in silico clonal evolution algorithm, we identified common tumor-initiating events involving APC, KRAS and TP53 genes in RCC, LCC and rectal cancers. The gene discussed is APC; the disease is leukoencephalopathy with calcifications and cysts.