TY - JOUR
T1 - RISK6, a 6-gene transcriptomic signature of TB disease risk, diagnosis and treatment response
AU - Adolescent Cohort Study team
AU - Penn-Nicholson, Adam
AU - Mbandi, Stanley Kimbung
AU - Thompson, Ethan
AU - Mendelsohn, Simon C
AU - Suliman, Sara
AU - Chegou, Novel N
AU - Malherbe, Stephanus T
AU - Darboe, Fatoumatta
AU - Erasmus, Mzwandile
AU - Hanekom, Willem A
AU - Bilek, Nicole
AU - Fisher, Michelle
AU - Kaufmann, Stefan H E
AU - Winter, Jill
AU - Murphy, Melissa
AU - Wood, Robin
AU - Morrow, Carl
AU - Van Rhijn, Ildiko
AU - Moody, Branch
AU - Murray, Megan
AU - Andrade, Bruno B
AU - Sterling, Timothy R
AU - Sutherland, Jayne
AU - Naidoo, Kogieleum
AU - Padayatchi, Nesri
AU - Walzl, Gerhard
AU - Hatherill, Mark
AU - Zak, Daniel
AU - Scriba, Thomas J
PY - 2020
Y1 - 2020
N2 - Improved tuberculosis diagnostics and tools for monitoring treatment response are urgently needed. We developed a robust and simple, PCR-based host-blood transcriptomic signature, RISK6, for multiple applications: identifying individuals at risk of incident disease, as a screening test for subclinical or clinical tuberculosis, and for monitoring tuberculosis treatment. RISK6 utility was validated by blind prediction using quantitative real-time (qRT) PCR in seven independent cohorts. Prognostic performance significantly exceeded that of previous signatures discovered in the same cohort. Performance for diagnosing subclinical and clinical disease in HIV-uninfected and HIV-infected persons, assessed by area under the receiver-operating characteristic curve, exceeded 85%. As a screening test for tuberculosis, the sensitivity at 90% specificity met or approached the benchmarks set out in World Health Organization target product profiles for non-sputum-based tests. RISK6 scores correlated with lung immunopathology activity, measured by positron emission tomography, and tracked treatment response, demonstrating utility as treatment response biomarker, while predicting treatment failure prior to treatment initiation. Performance of the test in capillary blood samples collected by finger-prick was noninferior to venous blood collected in PAXgene tubes. These results support incorporation of RISK6 into rapid, capillary blood-based point-of-care PCR devices for prospective assessment in field studies.
AB - Improved tuberculosis diagnostics and tools for monitoring treatment response are urgently needed. We developed a robust and simple, PCR-based host-blood transcriptomic signature, RISK6, for multiple applications: identifying individuals at risk of incident disease, as a screening test for subclinical or clinical tuberculosis, and for monitoring tuberculosis treatment. RISK6 utility was validated by blind prediction using quantitative real-time (qRT) PCR in seven independent cohorts. Prognostic performance significantly exceeded that of previous signatures discovered in the same cohort. Performance for diagnosing subclinical and clinical disease in HIV-uninfected and HIV-infected persons, assessed by area under the receiver-operating characteristic curve, exceeded 85%. As a screening test for tuberculosis, the sensitivity at 90% specificity met or approached the benchmarks set out in World Health Organization target product profiles for non-sputum-based tests. RISK6 scores correlated with lung immunopathology activity, measured by positron emission tomography, and tracked treatment response, demonstrating utility as treatment response biomarker, while predicting treatment failure prior to treatment initiation. Performance of the test in capillary blood samples collected by finger-prick was noninferior to venous blood collected in PAXgene tubes. These results support incorporation of RISK6 into rapid, capillary blood-based point-of-care PCR devices for prospective assessment in field studies.
U2 - 10.1038/s41598-020-65043-8
DO - 10.1038/s41598-020-65043-8
M3 - Article
C2 - 32451443
SN - 2045-2322
VL - 10
JO - Scientific Reports
JF - Scientific Reports
IS - 1
M1 - 8629
ER -