Finally, Jovicic BP et al. (2023) demonstrated the interrelationships between serum ALB concentration, vitamin D, and D-dimer in patients diagnosed with COVID-19, as well as their significance as predictors of the need for supplemental oxygen [65]. This evidence concerns the gene ALB and COVID-19.