Rastrelli et al. (12) assessed the reproductive hormones of 31 intensive care unit patients diagnosed with pneumonia secondary to COVID-19 infection and identified significantly lower total and free testosterone and higher LH in severe/deceased patients compared to those who remained stable or who had clinical improvement. This evidence concerns the gene PLOD1 and susceptibility to pneumonia measurement.