A longitudinal cohort study with time-series design to estimate the spectrum of biochemical dataset suggests two other biochemical markers, C-reactive protein (CRP) and urea nitrogen, are associated with the risk of COVID-19-related acute respiratory failure and death [81]. This evidence concerns the gene CRP and respiratory failure.