Finally, the regression equation to our model is: Log odds of death among severe dengue cases = − 1.021 - 0.220(Serum bicarbonate) + 0.001(ALT) + 0.067(Age) - 0.190(Gender). The gene discussed is GPT; the disease is dengue disease.