In COVID-19, the cytokine storm contributes to rapid deterioration in patients with pre-existing chronic inflammatory conditions such as obesity, hypertension, and diabetes, which are correlated with elevated levels of GDF15 [215]. This evidence concerns the gene GDF15 and Obesity.