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Dominant TNF-α+ Mycobacterium tuberculosis–specific CD4+ T cell responses discriminate between latent infection and active disease

Abstract

Rapid diagnosis of active Mycobacterium tuberculosis (Mtb) infection remains a clinical and laboratory challenge. We have analyzed the cytokine profile (interferon-γ (IFN-γ), tumor necrosis factor-α (TNF-α) and interleukin-2 (IL-2)) of Mtb-specific T cells by polychromatic flow cytometry. We studied Mtb-specific CD4+ T cell responses in subjects with latent Mtb infection and active tuberculosis disease. The results showed substantial increase in the proportion of single-positive TNF-α Mtb-specific CD4+ T cells in subjects with active disease, and this parameter was the strongest predictor of diagnosis of active disease versus latent infection. We validated the use of this parameter in a cohort of 101 subjects with tuberculosis diagnosis unknown to the investigator. The sensitivity and specificity of the flow cytometry–based assay were 67% and 92%, respectively, the positive predictive value was 80% and the negative predictive value was 92.4%. Therefore, the proportion of single-positive TNF-α Mtb-specific CD4+ T cells is a new tool for the rapid diagnosis of active tuberculosis disease.

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Figure 1: Quantitative and qualitative analysis of Mtb-specific T cell responses in the test cohort.
Figure 2: Analysis of Mtb-specific T cell responses in the validation cohort after unblinding of the clinical status.
Figure 3: Percentages of CFP-10– or ESAT-6–specific single-positive TNF-α–producing CD4+ T cells of the 94 subjects from the validation cohort with concordant responses against CFP-10 and ESAT-6.
Figure 4: Longitudinal analysis of the functional profile of Mtb-specific CD4+ T cells from five subjects analyzed during untreated active tuberculosis disease and then after tuberculosis treatment.

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References

  1. Kaufmann, S.H. How can immunology contribute to the control of tuberculosis? Nat. Rev. Immunol. 1, 20–30 (2001).

    Article  CAS  Google Scholar 

  2. Flynn, J.L. & Chan, J. Immunology of tuberculosis. Annu. Rev. Immunol. 19, 93–129 (2001).

    Article  CAS  Google Scholar 

  3. Lalvani, A. et al. Enhanced contact tracing and spatial tracking of Mycobacterium tuberculosis infection by enumeration of antigen-specific T cells. Lancet 357, 2017–2021 (2001).

    Article  CAS  Google Scholar 

  4. Ewer, K. et al. Comparison of T cell–based assay with tuberculin skin test for diagnosis of Mycobacterium tuberculosis infection in a school tuberculosis outbreak. Lancet 361, 1168–1173 (2003).

    Article  Google Scholar 

  5. Meier, T., Eulenbruch, H.P., Wrighton-Smith, P., Enders, G. & Regnath, T. Sensitivity of a new commercial enzyme-linked immunospot assay (T SPOT-TB) for diagnosis of tuberculosis in clinical practice. Eur. J. Clin. Microbiol. Infect. Dis. 24, 529–536 (2005).

    Article  CAS  Google Scholar 

  6. Jasmer, R.M., Nahid, P. & Hopewell, P.C. Clinical practice. Latent tuberculosis infection. N. Engl. J. Med. 347, 1860–1866 (2002).

    Article  Google Scholar 

  7. Betts, M.R. et al. HIV nonprogressors preferentially maintain highly functional HIV-specific CD8+ T cells. Blood 107, 4781–4789 (2006).

    Article  CAS  Google Scholar 

  8. Harari, A. et al. Functional signatures of protective antiviral T cell immunity in human virus infections. Immunol. Rev. 211, 236–254 (2006).

    Article  CAS  Google Scholar 

  9. Pantaleo, G. & Harari, A. Functional signatures in antiviral T cell immunity for monitoring virus-associated diseases. Nat. Rev. Immunol. 6, 417–423 (2006).

    Article  CAS  Google Scholar 

  10. Pantaleo, G. & Koup, R.A. Correlates of immune protection in HIV-1 infection: what we know, what we don't know, what we should know. Nat. Med. 10, 806–810 (2004).

    Article  CAS  Google Scholar 

  11. Day, C.L. et al. Detection of polyfunctional Mycobacterium tuberculosis–specific T cells and association with viral load in HIV-1–infected persons. J. Infect. Dis. 197, 990–999 (2008).

    Article  CAS  Google Scholar 

  12. Sutherland, J.S., Adetifa, I.M., Hill, P.C., Adegbola, R.A. & Ota, M.O. Pattern and diversity of cytokine production differentiates between Mycobacterium tuberculosis infection and disease. Eur. J. Immunol. 39, 723–729 (2009).

    Article  CAS  Google Scholar 

  13. Flynn, J.L. et al. Tumor necrosis factor-α is required in the protective immune response against Mycobacterium tuberculosis in mice. Immunity 2, 561–572 (1995).

    Article  CAS  Google Scholar 

  14. Feldmann, M. & Maini, R.N. Anti-TNF α therapy of rheumatoid arthritis: what have we learned? Annu. Rev. Immunol. 19, 163–196 (2001).

    Article  CAS  Google Scholar 

  15. Maini, R. et al. Infliximab (chimeric anti-tumour necrosis factor α monoclonal antibody) versus placebo in rheumatoid arthritis patients receiving concomitant methotrexate: a randomised phase III trial. ATTRACT Study Group. Lancet 354, 1932–1939 (1999).

    Article  CAS  Google Scholar 

  16. Berry, M.P. et al. An interferon-inducible neutrophil-driven blood transcriptional signature in human tuberculosis. Nature 466, 973–977 (2010).

    Article  CAS  Google Scholar 

  17. Lamoreaux, L., Roederer, M. & Koup, R. Intracellular cytokine optimization and standard operating procedure. Nat. Protoc. 1, 1507–1516 (2006).

    Article  CAS  Google Scholar 

  18. Harari, A. et al. An HIV-1 clade C DNA prime, NYVAC boost vaccine regimen induces reliable, polyfunctional and long-lasting T cell responses. J. Exp. Med. 205, 63–77 (2008).

    Article  CAS  Google Scholar 

  19. Zimmerli, S.C. et al. HIV-1-specific IFN-γ/IL-2–secreting CD8 T cells support CD4-independent proliferation of HIV-1–specific CD8 T cells. Proc. Natl. Acad. Sci. USA 102, 7239–7244 (2005).

    Article  CAS  Google Scholar 

  20. Griner, P.F., Mayewski, R.J., Mushlin, A.I. & Greenland, P. Selection and interpretation of diagnostic tests and procedures. Principles and applications. Ann. Intern. Med. 94, 557–592 (1981).

    CAS  PubMed  Google Scholar 

  21. Metz, C.E. Basic principles of ROC analysis. Semin. Nucl. Med. 8, 283–298 (1978).

    Article  CAS  Google Scholar 

  22. Zweig, M.H. & Campbell, G. Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine. Clin. Chem. 39, 561–577 (1993).

    CAS  PubMed  Google Scholar 

Download references

Acknowledgements

This research was partially conducted as part of the Vaccine Immune Monitoring Consortium under the Collaboration for AIDS Vaccine Discovery with support from the Bill & Melinda Gates Foundation. Furthermore, we thank N. Rettby, D. Bonnet and K. Ellefsen Lavoie for logistic coordination. We also thank many additional members of the South African Tuberculosis Vaccine Initiative team who helped with enrollment and evaluation of participants and, finally, the participants themselves.

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Authors

Contributions

A.H. designed the study, performed the analyses and wrote the manuscript; V.R., F.B.E. and M.P. generated data and performed analyses; J.M.S., L.P.N., M.C., T.C., C.L.B., C.L.D. and W.A.H. recruited study participants; K.J. performed analyses; M.F. performed the statistical analyses; P.-A.B. contributed to the design of the study, performed analyses and wrote the manuscript; G.P. designed the study, supervised the analyses and wrote the paper. All authors have read and approved the final manuscript.

Corresponding author

Correspondence to Giuseppe Pantaleo.

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The authors declare no competing financial interests.

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Supplementary Tables 1 and 2 and Supplementary Figures 1–7 (PDF 389 kb)

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Harari, A., Rozot, V., Enders, F. et al. Dominant TNF-α+ Mycobacterium tuberculosis–specific CD4+ T cell responses discriminate between latent infection and active disease. Nat Med 17, 372–376 (2011). https://doi.org/10.1038/nm.2299

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