For example, GDF-15, which showed highly significant and consistent associations with all three comorbidities and CVD in our univariate analyses, remained significantly associated with T2DM and CVD only, after adjustment for other covariates. The gene discussed is GDF15; the disease is type 2 diabetes mellitus.