A third major issue with genome-wide association is the need to correct for the hundreds of thousands (or even millions) of separate statistical tests conducted (requiring p-values b5.0 × 10−8 to reject the null hypothesis of no genetic effect). When the genome is searched for predictive variants, so many loci are tested that heavy corrections must be made for the number of statistical tests.