There are some cancers that are due to genetics.  I believe that either the BRCA1 or the BRCA2 gene can be genetically inherited and I'm pretty sure that people can inherit the lack of a tumor suppressor gene.  Colon cancer runs on my dad's side of the family unfortunately.