I agree that cancer is a complicated disease but it is 95% environmental, and it is epigentical rather than genetic.
Unfortunately sunblock creams are carcinogenic.  As a fair-skinned human it is best to limit direct sun exposure, cover up with hats & shirts, and of course adopt a more saturated fatty animal based diet and avoid seed oils.