Evidence map›Paper›PMID 39185123›Full record

ArticleFrontiers in public health2024

Whole-genome sequencing-based genetic diversity, transmission dynamics, and drug-resistant mutations in

Basha Chekesa, Harinder Singh, Norberto Gonzalez-Juarbe, Sanjay Vashee, Rosana Wiscovitch-Russo, Christopher L Dupont, Musse Girma, Oudessa Kerro, Balako Gumi, Gobena Ameni

Abstract read
In one paragraph

Article in Frontiers in public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
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

9 citing papers in PubMed.

  1. Molecular Characterization of theAntibiotics (Basel, Switzerland) · 2026
    Article
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  4. Host- and pathogen-related determinants of pulmonaryEuropean respiratory review : an official journal of the European Respiratory Society · 2026
    Review
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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

10 authors.

Basha ChekesaAklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa, Ethiopia.
Harinder SinghInfectious Diseases, Genomic Medicine, and Synthetic Biology Group, J. Craig Venter Institute, Rockville, MD, United States.
Norberto Gonzalez-JuarbeInfectious Diseases, Genomic Medicine, and Synthetic Biology Group, J. Craig Venter Institute, Rockville, MD, United States.
Sanjay VasheeInfectious Diseases, Genomic Medicine, and Synthetic Biology Group, J. Craig Venter Institute, Rockville, MD, United States.
Rosana Wiscovitch-RussoInfectious Diseases, Genomic Medicine, and Synthetic Biology Group, J. Craig Venter Institute, Rockville, MD, United States.
Christopher L DupontGenomic Medicine, Environment & Sustainability, and Synthetic Biology groups, J. Craig Venter Institute, La Jolla, CA, United States.
Musse GirmaAklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa, Ethiopia.
Oudessa KerroInstitute of Agriculture, The University of Tennessee, Knoxville, TN, United States.
Balako GumiAklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa, Ethiopia.
Gobena AmeniAklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Extrapulmonary tuberculosis (EPTB) refers to a form of Tuberculosis (TB) where the infection occurs outside the lungs. Despite EPTB being a devastating disease of public health concern, it is frequently overlooked as a public health problem. This study aimed to investigate genetic diversity, identify drug-resistance mutations, and trace ongoing transmission chains. Methods: A cross-sectional study was undertaken on individuals with EPTB in western Ethiopia. In this study, whole-genome sequencing (WGS) was employed to analyze Results: Our analysis reveals that the majority (87.64%) of the isolates can be attributed to Lineage-4 (L4), with L4.6.3 and L4.2.2.2 emerging as the predominant sub-lineages, constituting 34.62% and 26.92%, respectively. The overall clustering rate and recent transmission index (RTI) were 30 and 17.24%, respectively. Notably, 7.87% of the isolates demonstrated resistance to at least one anti-TB drug, although multi-drug resistance (MDR) was observed in only 1.12% of the isolates. Conclusions: The genetic diversity of MTBC strains in western Ethiopia was found to have low inter-lineage diversity, with L4 predominating and exhibiting high intra-lineage diversity. The notably high clustering rate in the region implies a pressing need for enhanced TB infection control measures to effectively disrupt the transmission chain. It's noteworthy that 68.75% of resistance-conferring mutations went undetected by both GeneXpert MTB/RIF and the line probe assay (LPA) in western Ethiopia. The identification of resistance mutations undetected by both GeneXpert and LPA, along with the detection of mixed infections through WGS, emphasizes the value of adopting WGS as a high-resolution approach for TB diagnosis and molecular epidemiological surveillance.

Indexed as

Genetic VariationMutationMycobacterium tuberculosisWhole Genome SequencingAdolescentAdultAntitubercular AgentsCross-Sectional StudiesDrug Resistance, BacterialEthiopiaFemaleHumansMaleMiddle AgedTuberculosisTuberculosis, ExtrapulmonaryAntitubercular Agentsdrug resistance-conferring mutationsExtrapulmonary tuberculosisgenetic diversityMycobacterium tuberculosistransmission dynamicswhole-genome sequencing

Identifiers

PMID39185123
PMCPMC11341482

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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.