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README file for the RePORT Brazil Cohort B Fluidigm gene expression dataset.docx (122.11 kB)
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RePORT-Brazil_CohortB_deltaCts.csv (4.93 MB)
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RePORT-Brazil_CohortB_signatureScores.csv (3.19 MB)
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Transcriptomic signatures of progression to TB disease among close contacts in Brazil: Public dataset

dataset
posted on 2024-04-16, 07:00 authored by Simon MendelsohnSimon Mendelsohn, Bruno B. Andrade, Stanley Kimbung Mbandi, Alice MS Andrade, Vanessa MuwangaVanessa Muwanga, Marina C. Figueiredo, Mzwandile Erasmus, Valeria C. Rolla, Prisca K. Thami, Marcelo Cordeiro-Santos, Adam Penn-Nicholson, Afranio L. Kritski, Mark Hatherill, Timothy R. Sterling, Thomas ScribaThomas Scriba

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

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Regional Prospective Observational Research in Tuberculosis (RePORT) – Brazil Network

National Institute of Allergy and Infectious Diseases

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Immunogenetic predictors of active and incipient TB in HIV-negative and -positive close TB contacts

National Institute of Allergy and Infectious Diseases

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CRDF Global (R-202208-69014)

Departamento de Ciência e Tecnologia (DECIT) - Secretaria de Ciência e Tecnologia (SCTIE) – Ministério da Saúde (MS), Brazil (25029.000507/2013-07)

History

Department/Unit

Department of Pathology