When we stratified patients based on BMI (high or low) we found plasma leptin levels were reduced in critical COVID-19 compared to severe COVID-19 patients with similar BMI corroborating previous results by Di Filippo et al. (2021). This evidence concerns the gene LEP and COVID-19.