Transcriptomic signatures of progression to TB disease among close contacts in Brazil: Public dataset
Overview
This is a public, subject-level dataset containing key variables necessary to reconstruct the study findings. A data dictionary is also provided in the README file. This dataset includes all available Fluidigm RT-qPCR data and transcriptomic signature scores from close contacts enrolled in the study with data at the baseline and/or month 6 timepoints.
Abstract
Background: Approximately 5% of people infected with Mycobacterium tuberculosis progress to tuberculosis (TB) disease without preventive therapy. There is a need for a prognostic test to identify those at highest risk of incident TB, so that therapy can be targeted. We evaluated host blood transcriptomic signatures for progression to TB disease.
Methods: Close contacts (≥4 hours exposure per week) of adult patients with culture-confirmed pulmonary TB were enrolled in Brazil. Investigation for incident, microbiologically-confirmed or clinically-diagnosed pulmonary or extra-pulmonary TB disease through 24 months of follow-up was symptom-triggered. Twenty previously validated blood TB transcriptomic signatures were measured at baseline by real-time quantitative PCR. Prognostic performance for incident TB was tested using receiver operating characteristic curve (ROC) analysis at 6, 9, 12, and 24 months of follow-up.
Results: Between June 2015 and June 2019, 1,854 close contacts were enrolled; Twenty-five progressed to incident TB, of whom 13 had microbiologically-confirmed disease. Baseline transcriptomic signature scores were measured in 1,789 close contacts. Prognostic performance for all signatures was best within 6 months of diagnosis. Seven signatures (Gliddon4, Suliman4, Roe3, Roe1, Penn-Nicholson6, Francisco2, and Rajan5) met the minimum World Health Organization target product profile (TPP) for a prognostic test through 6 months; three (Gliddon4, Rajan5, and Duffy9) through 9 months. None met the TPP threshold through 12 or more months of follow-up.
Conclusions: Blood transcriptomic signatures may be useful for predicting TB risk within 9 months of measurement among TB-exposed contacts, to target preventive therapy administration.
Funding
Caribbean, Central, and South America network for HIV Epidemiology (CCASAnet)
National Institute of Allergy and Infectious Diseases
Find out more...Regional Prospective Observational Research in Tuberculosis (RePORT) – Brazil Network
National Institute of Allergy and Infectious Diseases
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National Institute of Allergy and Infectious Diseases
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