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. 2020 Oct 7;20:495. doi: 10.1186/s12888-020-02883-8

Table 5.

Assumptions of the Study Designs and Action Taken to Satisfy Them

            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