However, instrumenting genetic variants, including the ones found with the Olink assay, that are proxies for life-long higher GDF-15 levels in the physiological range did not provide evidence for a causal role of GDF-15 in measures of adult obesity and metabolic health8,38. Here, GDF15 is linked to obesity due to melanocortin 4 receptor deficiency.