The five phenotypes, first use of tobacco, alcohol, cannabis, inhalants, and other substances, were analyzed separately. Due to the correlations between the five phenotypes, when fitting survival models for one of the phenotypes, we condition on initiation of the other four phenotypes. Therefore, effects of SNPs predicting risk of onset are specific for the phenotype that is investigated.