In active TB patients (both PTB and PCTB), the network structure was substantially altered; while MIP-1β remained a predominant node, TGF-β emerged as a new influential node, with multiple negative associations with analytes such as IL-12p40, ApoA-I, and G-CSF (Figure 1C). This evidence concerns the gene APOA1 and tuberculosis.