Prospective validation of host transcriptomic biomarkers for pulmonary tuberculosis by real-time PCR

Autor: Munyaradzi Musvosvi, Humphrey Mulenga, Michelle Fisher, Adam Penn-Nicholson, Onke Nombida, Andrew Fiore-Gartland, Gerhard Walzl, Kogieleum Naidoo, Stanley Kimbung Mbandi, Simon C Mendelsohn, Mark Hatherill, Katie Hadley, Thomas J. Scriba, Mzwandile Erasmus, Gavin Churchyard, Michele Tameris
Rok vydání: 2021
Předmět:
DOI: 10.1101/2021.07.26.21260947
Popis: We tested performance of host-blood transcriptomic tuberculosis (TB) signatures for active case-finding. Among 20,207 HIV-uninfected and 963 HIV-infected adults screened; 2,923 and 861 were enrolled from five South African communities. Eight signatures were measured by microfluidic RT-qPCR and participants were microbiologically-investigated for pulmonary TB at baseline, and actively surveilled for incident disease through 15 months. Diagnostic AUCs for 61 HIV-uninfected (weighted-prevalence 1.1%) and 10 HIV-infected (prevalence 1.2%) prevalent TB cases for the 8 signatures were 0.63–0.79 and 0.65–0.88, respectively. Thereafter, 24 HIV-uninfected and 9 HIV-infected participants progressed to incident TB (1.1 and 1.0 per 100 person-years, respectively). Prognostic AUCs through 15-months follow-up were 0.49–0.66 and 0.54–0.81, respectively. Prognostic performance for incident TB occurring within 6-12 months in HIV-negative participants was higher for all signatures. None of the signatures met WHO Target Product Profile criteria for a triage test to diagnose asymptomatic TB; most signatures met the criteria for symptomatic TB. Prognostic accuracy of most signatures for incident TB within six months of testing met the criteria for an incipient TB test.
Databáze: OpenAIRE