“…Furthermore, to evaluate the broader hypothesis that TB-IRIS is associated with greater immune recovery on ART, a secondary analysis used a generalized estimating equation (GEE) model with an independent correlation structure and robust standard error estimators to evaluate the association between TB-IRIS and CD4 count changes on ART during 6 months of follow-up, including all available CD4 counts and adjusting for potential confounders. Additionally, some control patients have rapid recovery of tuberculosisspecific T-cell function similar to TB-IRIS patients, but do not progress to IRIS [15][16][17]. In an exploratory analysis, we tested the hypothesis that increases in IL-6 levels, which have been associated with IRIS [11,13,15,20], would be less in control patients who also had rapid recovery of cellular immune function compared to TB-IRIS patients using previously determined IL-6 concentrations [15] and rank-sum tests.…”