Using multiple subdomain based alignments, we have predicted that conserved positions harboring cancer-associated somatic mutations (CASMs) in multiple protein kinases contained a high proportion of predicted drivers, while kinase subdomains devoid of CASMs were more likely to contain passenger mutations [48]. The gene discussed is WEE1; the disease is cancer.