The real association between the CCL2, OAS1, and DPP9 variants and the presence of the severe COVID-19 phenotype was examined using multivariable logistic regression analysis to control the influence of age, sex, obesity, and comorbidities. The gene discussed is CCL2; the disease is Obesity.