GPT and liver disorder: For the individual associations of BMI and alcohol use with ALT and GGT levels as well as liver disease, multivariable results were similar to the MR results, which are less prone to confounding, suggesting that residual confounding might not be a major issue.22 However, the larger individual associations in MR analyses of liver disease might mean that multivariable results were biased by masking residual confounding.