Similarly, a larger ratio between BUN and albumin levels has shown to be an indicator for COVID-19 severity with optimal thresholds greater than 3.9 according to [30], and SHAP analysis suggests that the most impactful range of BUN/albumin is between 7.5 and 93. This evidence concerns the gene ALB and COVID-19.