For example, if there are genetic variants that are likely to be outliers or influential points (such as variants in the APOE gene region for Alzheimer’s disease or in the FTO gene region for BMI), then an outlier-robust approach may be more appropriate than the MR-Egger method. Here, APOE is linked to early-onset autosomal dominant Alzheimer disease.