TY - JOUR
T1 - Four-gene pan-African blood signature predicts progression to tuberculosis
AU - Grand Challenges 6-74 (GC6-74) and Adolescent Cohort Study (ACS) groups
AU - Suliman, Sara
AU - Thompson, Ethan G.
AU - Sutherland, Jayne
AU - Weiner, January
AU - Ota, Martin O. C.
AU - Shankar, Smitha
AU - Penn-Nicholson, Adam
AU - Thiel, Bonnie
AU - Erasmus, Mzwandile
AU - Maertzdorf, Jeroen
AU - Duffy, Fergal J.
AU - Hill, Philip C.
AU - Jane Hughes, E.
AU - Stanley, Kim
AU - Downing, Katrina
AU - Fisher, Michelle L.
AU - Valvo, Joe
AU - Parida, Shreemanta K.
AU - van der Spuy, Gian
AU - Tromp, Gerard
AU - Adetifa, Ifedayo M. O.
AU - Donkor, Simon
AU - Howe, Rawleigh
AU - Mayanja-Kizza, Harriet
AU - Henry Boom, W.
AU - Dockrell, Hazel M.
AU - Ottenhoff, Tom H. M.
AU - Hatherill, Mark
AU - Aderem, Alan
AU - Hanekom, Willem A.
AU - Scriba, Thomas J.
AU - Kaufmann, Stefan H. E.
AU - Zak, Daniel E.
AU - Walzl, Gerhard
AU - Black, Gillian F.
AU - Kriel, Magdalena
AU - du Plessis, Nelita
AU - Nene, Nonhlanhla
AU - Roberts, Teri
AU - Kleynhans, Leanie
AU - Gutschmidt, Andrea
AU - Smith, Bronwyn
AU - Loxton, Andre G.
AU - Chegou, Novel N.
AU - Tromp, Gerhardus
AU - Tabb, David
AU - Klein, Michel R.
AU - Haks, Marielle C.
AU - Franken, Kees L. M. C.
AU - Verver, Suzanne
PY - 2018
Y1 - 2018
N2 - Rationale: Contacts of patients with tuberculosis (TB) constitute an important target population for preventive measures because they are at high risk of infection with Mycobacterium tuberculosis and progression to disease. Objectives: We investigated bio-signatures with predictive ability for incident TB. Methods: In a case-control study nested within the Grand Challenges 6-74 longitudinal HIV-negative African cohort of exposed household contacts, we employed RNA sequencing, PCR, and the pair ratio algorithm in a training/test set approach. Overall, 79 progressors who developed TB between 3 and 24 months after diagnosis of index case and 328 matched nonprogressors who remained healthy during 24 months of follow-up were investigated. Measurements and Main Results: A four-transcript signature derived from samples in a South African and Gambian training set predicted progression up to two years before onset of disease in blinded test set samples from South Africa, the Gambia, and Ethiopia with little population-associated variability, and it was also validated in an external cohort of South African adolescents with latent M. tuberculosis infection. By contrast, published diagnostic or prognostic TB signatures were predicted in samples from some but not all three countries, indicating site-specific variability. Post hoc meta-analysis identified a single gene pair, C1QC/TRAV27 (complement C1q C-chain / T-cell receptor-a variable gene 27) that would consistently predict TB progression in household contacts from multiple African sites but not in infected adolescents without known recent exposure events. Conclusions: Collectively, we developed a simple whole blood-based PCR test to predict TB in recently exposed household contacts from diverse African populations. This test has potential for implementation in national TB contact investigation programs.
AB - Rationale: Contacts of patients with tuberculosis (TB) constitute an important target population for preventive measures because they are at high risk of infection with Mycobacterium tuberculosis and progression to disease. Objectives: We investigated bio-signatures with predictive ability for incident TB. Methods: In a case-control study nested within the Grand Challenges 6-74 longitudinal HIV-negative African cohort of exposed household contacts, we employed RNA sequencing, PCR, and the pair ratio algorithm in a training/test set approach. Overall, 79 progressors who developed TB between 3 and 24 months after diagnosis of index case and 328 matched nonprogressors who remained healthy during 24 months of follow-up were investigated. Measurements and Main Results: A four-transcript signature derived from samples in a South African and Gambian training set predicted progression up to two years before onset of disease in blinded test set samples from South Africa, the Gambia, and Ethiopia with little population-associated variability, and it was also validated in an external cohort of South African adolescents with latent M. tuberculosis infection. By contrast, published diagnostic or prognostic TB signatures were predicted in samples from some but not all three countries, indicating site-specific variability. Post hoc meta-analysis identified a single gene pair, C1QC/TRAV27 (complement C1q C-chain / T-cell receptor-a variable gene 27) that would consistently predict TB progression in household contacts from multiple African sites but not in infected adolescents without known recent exposure events. Conclusions: Collectively, we developed a simple whole blood-based PCR test to predict TB in recently exposed household contacts from diverse African populations. This test has potential for implementation in national TB contact investigation programs.
UR - https://www.scopus.com/pages/publications/85046554525
UR - https://www.ncbi.nlm.nih.gov/pubmed/29624071
U2 - 10.1164/rccm.201711-2340OC
DO - 10.1164/rccm.201711-2340OC
M3 - Article
C2 - 29624071
SN - 1073-449X
VL - 197
SP - 1198
EP - 1208
JO - American journal of respiratory and critical care medicine
JF - American journal of respiratory and critical care medicine
IS - 9
ER -