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Updated: May 29, 2026

Isolation of CD4+ T-cells and Analysis of Circulating T-follicular Helper (cTfh) Cell Subsets from Peripheral Blood Using 6-color Flow Cytometry
Published on: January 7, 2019
CTLA-4 and CD154 expression on peripheral T cells as diagnostic biomarkers for pulmonary tuberculosis
Weicong Ren1, Kaicheng Lin1, Jin Shi2
1Beijing Key Laboratory for Key Technologies in Tuberculosis Prevention and Control, Department of Bacteriology and Immunology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China.
Objectives:
Current tuberculosis (TB) diagnostics are often sputum-dependent with suboptimal performance. There is a critical need to develop blood-based host biomarkers for rapid diagnosis.
Methods:
A total of 173 adults (99 pulmonary TB, 74 non-TB respiratory controls) were enrolled. Flow cytometry measured T-cell surface markers (CTLA-4, CD154, GITR, ICOS) on CD4+ and CD8+ subsets. Clinical variables such as C-reactive protein (CRP), body mass index (BMI) were recorded. Univariate/multivariate analyses and a random forest model were used to identify TB predictors and assess diagnostic performance via receiver operating characteristic (ROC) analysis.
Results:
CTLA-4+CD4+, CTLA-4+CD8+, and CD154+CD4+ T-cells were significantly lower in TB patients (P < 0.05). Elevated CRP and low BMI were independent predictors. Individual markers showed moderate accuracy (Area under curve (AUC) 0.57-0.65), but a model combining CTLA-4 and CD154 achieved excellent discrimination (AUC, 0.897). Adding CRP and BMI further improved performance (AUC, 0.930).
Conclusion:
An integrated blood signature combining CTLA-4, CD154, CRP, and BMI effectively discriminates pulmonary TB from other respiratory diseases, offering a rapid, non-sputum adjunctive diagnostic tool.
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