In our study, NLR was an independent predictor of mortality in obese patients;1 probably because it reflects the inflammatory severity of COVID-19 added to the chronic inflammation of these patients (previously demonstrated by greater levels of IL-6 and CRP in the blood) [45, 46]. This evidence concerns the gene CRP and COVID-19.