(3) Our dataset did not measure some confounders that are associated with both BMI trajectory and certain causes of death, such as common genetic factors, such as FTO genes and comorbidities such as diabetes, hypertension, liver and kidney diseases that were not available in the analysis. The gene discussed is FTO; the disease is Hypertension.