Our results are partly consistent with previous studies such as Allenbach et al. [25], who described that older age, respiratory insufficiency, higher CRP levels, and lower lymphocytes in blood are strongly associated with an increased risk of ICU admission and mortality. Here, CRP is linked to Respiratory insufficiency.