In summary, we comprehensively analyzed transcription profiles associated with different TB infectious statuses and confirmed that a 3-gene signature set (TNFRSF10C, A2ML1, and EBF3) could be used as a reliable diagnostic biomarker for ATB. Here, TNFRSF10C is linked to tuberculosis.