For instance, the inclusion of baseline IL-6 in a risk-prediction model comprising of these clinical variables significantly improved performance of the prediction model by nearly 15 percent in our study, supporting a strategy of combining baseline IL-6 with established clinical predictors of unfavorable outcomes for risk-stratification in tuberculosis. Here, IL6 is linked to tuberculosis.