but only ~6% of the phenotypic variance accounted for by GWA studies (27). A similar observation was made for nicotine addiction; the proportion of variance in cigarette consumption accounted for by markers identified in GWA studies only ranges from ~1% (for cigarettes per day) to ~4% (for cotinine level) (28), even though the heritability of this trait has been estimated at ~50%.