Evidence map›Paper›PMID 31821366›Full record

Observational studyPloS one2019

Gene expression profiles classifying clinical stages of tuberculosis and monitoring treatment responses in Ethiopian HIV-negative and HIV-positive cohorts.

Gebremedhin Gebremicael, Desta Kassa, Yodit Alemayehu, Atsbeha Gebreegziaxier, Yonas Kassahun, Debbie van Baarle, Tom H M Ottenhoff, Jacqueline M Cliff, Mariëlle C Haks

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
1.0field-weighted citation impact, top 24% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 1 synthesis or guideline pooled it, 13 citations in OpenAlex.

  1. Pooled it
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  3. Article
  4. Review
  5. Article
  6. Article
  7. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 5 institutions in 3 countries.

Gebremedhin GebremicaelHIV and TB Diseases Research Directorate, Ethiopian Public Health Institute (EPHI), Addis Ababa, Ethiopia.ORCID 0000-0001-6726-9600
Desta KassaHIV and TB Diseases Research Directorate, Ethiopian Public Health Institute (EPHI), Addis Ababa, Ethiopia.
Yodit AlemayehuHIV and TB Diseases Research Directorate, Ethiopian Public Health Institute (EPHI), Addis Ababa, Ethiopia.
Atsbeha GebreegziaxierHIV and TB Diseases Research Directorate, Ethiopian Public Health Institute (EPHI), Addis Ababa, Ethiopia.
Yonas KassahunArmauer Hansen Research Institute, Addis Ababa, Ethiopia.
Debbie van BaarleCenter for Immunology of Infectious Diseases and Vaccins (IIV), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands.
Tom H M OttenhoffDepartment of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands.
Jacqueline M CliffTB Centre and Department of Immunology and Infection, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, England, United Kingdom.
Mariëlle C HaksDepartment of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands.
Ethiopian Public Health Institute · ETLeiden University Medical Center · NLLondon School of Hygiene & Tropical Medicine · GBArmauer Hansen Research Institute · ETNational Institute for Public Health and the Environment · NL

Funding

Medical Research Council MR/P017568/1
6 · The paper itself

Abstract

backgroundValidation of previously identified candidate biomarkers and identification of additional candidate gene expression profiles to facilitate diagnosis of tuberculosis (TB) disease and monitoring treatment responses in the Ethiopian context is vital for improving TB control in the future.

methodsExpression levels of 105 immune-related genes were determined in the blood of 80 HIV-negative study participants composed of 40 active TB cases, 20 latent TB infected individuals with positive tuberculin skin test (TST+), and 20 healthy controls with no Mycobacterium tuberculosis (Mtb) infection (TST-), using focused gene expression profiling by dual-color Reverse-Transcription Multiplex Ligation-dependent Probe Amplification assay. Gene expression levels were also measured six months after anti-TB treatment (ATT) and follow-up in 38 TB patients.

resultsThe expression of 15 host genes in TB patients could accurately discriminate between TB cases versus both TST+ and TST- controls at baseline and thus holds promise as biomarker signature to classify active TB disease versus latent TB infection in an Ethiopian setting. Interestingly, the expression levels of most genes that markedly discriminated between TB cases versus TST+ or TST- controls did not normalize following completion of ATT therapy at 6 months (except for PTPRCv1, FCGR1A, GZMB, CASP8 and GNLY) but had only fully normalized at the 18 months follow-up time point. Of note, network analysis comparing TB-associated host genes identified in the current HIV-negative TB cohort to TB-associated genes identified in our previously published Ethiopian HIV-positive TB cohort, revealed an over-representation of pattern recognition receptors including TLR2 and TLR4 in the HIV-positive cohort which was not seen in the HIV-negative cohort. Moreover, using ROC cutoff ≥ 0.80, FCGR1A was the only marker with classifying potential between TB infection and TB disease regardless of HIV status.

conclusionsOur data indicate that complex gene expression signatures are required to measure blood transcriptomic responses during and after successful ATT to fully diagnose TB disease and characterise drug-induced relapse-free cure, combining genes which resolve completely during the 6-months treatment phase of therapy with genes that only fully return to normal levels during the post-treatment resolution phase.

Indexed as

TranscriptomeAdolescentAdultAgedBiomarkersCohort StudiesEthiopiaFemaleHIV InfectionsHumansMaleMiddle AgedTreatment OutcomeTuberculosisYoung AdultBiomarkers

Identifiers

PMID31821366
PMCPMC6903757
OpenAlexW2995876418

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.