The features which include comorbidities, advanced age, reduced lymphocyte count, and higher lactate dehydrogenase at presentation are applied to make a scoring forecasting model.McRae et al. [30] have used logistic regression model by using different attributes including CRP, N-terminus pro B type natriuretic peptide (NT-proBNP), myoglobin (MYO), D-dimer, PCT, creatine kinase-myocardial band (CK-MB), and, cardiac troponin I (cTnI) to determine COVID-19 severity. This evidence concerns the gene TNNI3 and COVID-19.