The LASSO analysis retained 11 variables with non-zero coefficients (Fig. 2B): Glutamyltransferase, triglyceride, total cholesterol, myoglobin, lactic acid, carboxyhemoglobin, respiratory failure type, diabetes, cardiovascular disease, asthma, and pneumonia. This evidence concerns the gene MB and diabetes mellitus.