At Genetic Future, blogger Daniel MacArthur warns readers who are thinking of buying a SNP scan from one of the three leading personal genomics companies to think twice. First, these tests gauge variation by looking at common variants, which misses the point:  disease isn't usually caused by simply one allelic mutation, but by many rare variants. Secondly, gene chips won't do the job here.