Using hierarchical clustering and PCA, we found that study participants did not have specific cytokine signature profiles upon TB treatment (data not shown), suggesting that large, often recurrent fluctuations that were observed for certain cytokines (such as IL-1β, IL-6, IL-15 or IL-17) did not appear to be related to TB treatment. This evidence concerns the gene IL15 and tuberculosis.