Table 5.
Observational Study | MR study | ||
---|---|---|---|
Assumption | Action to satisfy assumption and minimise bias | Assumption | Action to satisfy assumption and minimise bias |
Absence of unmeasured or residual confounding | Inclusion of potential confounders in analysis models | Absence of pleiotropic effects that influence outcome | Use of genetic instruments associated with exposure at genome-wide significance level; assessment of pleiotropy in the IVW estimate; comparison of IVW estimate with those of sensitivity analyses more robust to pleiotropic effects; assessment of consistency of instrument effects |
Absence of reverse causation | Assessment of anxiety exposures prior to most common period of AN onset | Absence of association between genetic instrument and confounders of exposure-outcome association | Use of genetic instruments associated with exposure at genome-wide significance level; assessment of consistency of instrument effects; use of GWAS completed in European samples only |
Missing data does not depend on unobserved data |
Imputation of missing data; inclusion of predictors of missingness in imputation and analysis models; comparison of models with imputed, maximum available and complete case data |
Robust association between genetic instrument and exposure | Use of genetic instruments associated with exposure at genome-wide significance level |