Evidence map›Paper›PMID 41354901›Full record

ArticleCommunications medicine2025

Whole genome sequencing-based detection of extensively drug-resistant tuberculosis from Ethiopia.

Getu Diriba, Hilina Mollalign, Abyot Meaza, Melak Getu, Betselot Zerihun, Ayinalem Alemu, Biniyam Dagne, Yeshiwork Abebaw, Atsbaha Gebreegziabxier Weldemariam, Chala Bashea and 17 more

Abstract read
In one paragraph

Article in Communications medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

27 authors.

Getu Diriba *Ethiopian Public Health Institute, Addis Ababa, Ethiopia. getud2020@gmail.com.ORCID http://orcid.org/0000-0002-0166-682X
Hilina Mollalign *Ethiopian Public Health Institute, Addis Ababa, Ethiopia. tersit21@gmail.com.ORCID http://orcid.org/0000-0002-1918-0668
Abyot MeazaEthiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0002-8180-1816
Melak GetuEthiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0002-7650-0605
Betselot ZerihunEthiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0003-4277-2247
Ayinalem AlemuEthiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0001-5307-8774
Biniyam DagneEthiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0002-5930-2690
Yeshiwork AbebawEthiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0001-6039-3430
Atsbaha Gebreegziabxier WeldemariamEthiopian Public Health Institute, Addis Ababa, Ethiopia.
Chala BasheaEthiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0002-5804-2153
Abraham AliEthiopian Public Health Institute, Addis Ababa, Ethiopia.
Getachew SeidEthiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0002-8708-386X
Muluwork GetahunEthiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0003-3407-983X
Michael HailuEthiopian Public Health Institute, Addis Ababa, Ethiopia.
Amanuel WondimuEthiopian Public Health Institute, Addis Ababa, Ethiopia.
Tsegaye GetachewEthiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0002-6614-2445
Andargachew KumsaMinistry of Health, National TB, Leprosy and other Lung Diseases Control Program, Addis Ababa, Ethiopia.
Taye LettaMinistry of Health, National TB, Leprosy and other Lung Diseases Control Program, Addis Ababa, Ethiopia.
Atlabachew LiaulsegedMinistry of Health, National TB, Leprosy and other Lung Diseases Control Program, Addis Ababa, Ethiopia.
Negga Asamene AberaEthiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0002-1299-1353
Zelalem AbateClinton Health Access Initiative-Ethiopia, Addis Ababa, Ethiopia.
Ephrem AlemuEthiopian Public Health Institute, Addis Ababa, Ethiopia.
Feyissa ChallaEthiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0002-2624-6661
Gemechu TadesseEthiopian Public Health Institute, Addis Ababa, Ethiopia.
Saro AbdellaEthiopian Public Health Institute, Addis Ababa, Ethiopia.
Getachew TolleraEthiopian Public Health Institute, Addis Ababa, Ethiopia.
Mesay Hailu DangissoEthiopian Public Health Institute, Addis Ababa, Ethiopia.

Funding

Ethiopia-Emory TB Research Training ProgramD43TW009127 · FIC · EMORY UNIVERSITY · PI HENRY M BLUMBERG, Kidist Bobosha · 2013 to 2026
$3.4M
FIC NIH HHS D43 TW009127
6 · The paper itself

Abstract

backgroundRapid and accurate detection of extensively drug-resistant tuberculosis is crucial for effective intervention. Next-generation sequencing technologies have been recommended to rapidly and accurately detect resistance to second-line anti-TB drugs. We deployed whole-genome sequencing to detect mutations associated with drug resistance in pre-extensively drug-resistant tuberculosis and extensively drug-resistant tuberculosis strains in Ethiopia.

methodsThis report is part of the routine laboratory-based drug-resistance surveillance in Ethiopia. Among 15 pre-extensively drug-resistant tuberculosis and extensively drug-resistant tuberculosis isolates identified during the study period, eleven isolates were retrieved by Whole-genome sequencing. Illumina NextSeq 550 instruments were used to generate genomic data. Lineage and drug-resistance prediction were performed with Tuberculosis Profiler, while phylogeny was conducted by IQ-tree.

resultsOf the genotyped isolates, whole-genome sequencing identifies five extensively drug-resistant tuberculosis and four pre-extensively drug-resistant tuberculosis strains. It detects fluoroquinolone resistance mutations gyrA (Ala90Val, Asp94Tyr, Asp94Gly). Bedaquiline resistance mutations are found in atpE (Glu61Asp) and Rv0678 (139dupG, 141 and 142dupTC). Cross-resistance is identified between bedaquiline and clofazimine (n = 4) and delamanid and pretomanid (n = 1). Concordance result is observed between phenotypic drug-susceptibility testing and whole-genome sequencing for eight cases, while three cases are discordant (fluoroquinolones, delamanid, and pretomanid). Phylogenetic analysis reveals three major lineages: Lineage 4 (Euro-American, n = 6 isolates), Lineage 3 (East African-Indian, n = 3 isolates), and Lineage 1 (Indo-Oceanic, n = 2 isolates).

conclusionsWhole-genome sequencing identifies dominant mutations in genes such as gyrA, atpE, and Rv067 that are associated with resistance to second-line anti-tuberculosis drugs. Significant cross-resistance is observed between key second-line drugs, bedaquiline and clofazimine, as well as delamanid and pretomanid. This finding highlights the need for routine genomic surveillance to detect drug resistance early, improve treatment outcomes, and prevent transmission.

Identifiers

PMID41354901
PMCPMC12780197

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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.