This study aimed to investigate the association between heme catabolism biomarkers, such as HO-1, and subsequent sepsis development within 48 h of admission in patients with moderate-to-critical COVID-19-related pneumonia, particularly in unvaccinated COVID-19 populations. This evidence concerns the gene HMOX1 and susceptibility to pneumonia measurement.