Multiple and logistic regressions selected the following risk predictors for pneumonia as IL-6, CRP, obesity and for severe COVID-19 symptoms D-dimer level and a lack of targeted vaccination (p < 0.001). The gene discussed is IL6; the disease is obesity due to melanocortin 4 receptor deficiency.