"However, it is recognized for genetic association studies, in contrast with other epidemiological association studies, that genotype cannot be ???caused??? by outcomes or other factors (e.g., confounders) and therefore is an independent/orthogonal factor in such analyses (Smith et al., 2007; Ebrahim and Davey-Smith, 2008)." . . . .