The frequencies of CD27 -, CD38 +, HLA-DR +, CD27 -CD38 +, CD27 -HLA-DR + and CD38 + HLA-DR + in ATB group were all higher than those in LTBI group, and the differences were all statistically significant ( U=26.00, 451.00, 384.00, 8.00, 7.00 and 184.00, respectively, all P<0.001). The AUROC of CD27 -CD4 + interferon-γ(IFN-γ) + T lymphocytes was 0.71 with a cut-off value of 52.31%, with the sensitivity of 50.00% and specificity of 87.20%. The AUROC of CD38 + CD4 + IFN-γ + T lymphocytes was 0.82 with a cut-off value of 30.25%, with the sensitivity of 73.40% and specificity of 89.70%. The AUROC of HLA-DR + CD4 + IFN-γ + T lymphocytes was 0.85 with a cut-off value of 36.60%, with the sensitivity of 66.00% and specificity of 94.90%. The AUROC of CD27 -CD38 + CD4 + IFN-γ + T lymphocytes was 0.80 with a cut-off value of 8.82%, with the sensitivity of 90.60% and specificity of 61.50%. The AUROC of CD27 -HLA-DR + CD4 + IFN-γ + T lymphocytes was 0.83 with a cut-off value of 18.62%, with the sensitivity of 75.00% and specificity of 79.50%. The AUROC of CD38 + HLA-DR + CD4 + IFN-γ + T lymphocytes was 0.93 with a cut-off value of 22.35%, with the sensitivity of 79.70% and specificity of 100.00%.