IRF1 and tuberculosis: Through machine learning, we identified six immune escape‐associated genes (TAP1, IRF1, TAP2, FAS, SOCS1 and CHMP5) as highly effective biomarkers for TB diagnosis, demonstrating good diagnostic capability across independent datasets.