The search for the genes responsible for many complex genetic diseases is w
ell under way and has already been successful in some cases. The study of c
ancer as a complex genetic disease has lagged behind other conditions, larg
ely because of particular problems that are associated with malignant disea
se. Cancer also, however, presents specific opportunities for gene identifi
cation, which are not found in many other diseases. While the methods of ge
netic mapping and gene cloning used for other complex diseases will be appl
ied to cancer, these must almost certainly be complemented by other methods
, such as the study of somatic mutations, cancer associated phenotypes, and
modifier genes for Mendelian cancers. Here, we review the strategies avail
able for identifying cancer predisposition genes of low and moderate penetr
ance.