The predictive value of CRP for COVID-19 severity has been highlighted in many previous studies [43] along with other laboratory parameters, especially using machine learning and neural networking approaches for accurate prediction and deduction of decision trees [44,45,46]. This evidence concerns the gene CRP and COVID-19.