as psychophysiological or neuroimaging phenotypes. However, in recent years, this approach has drawn much criticism for its inherently restrictive nature, i.e. limiting the search for genes involved in the determination of complex phenotype to a handful of apriori selected variants while neglecting the rest of the genome (other issues related to candidate gene association studies are discussed in greater detail in the “Problems” section of this review).