Evidence map›Paper›PMID 37031225›Full record

ArticleNature communications2023

The relative transmission fitness of multidrug-resistant Mycobacterium tuberculosis in a drug resistance hotspot.

Chloé Loiseau, Etthel M Windels, Sebastian M Gygli, Levan Jugheli, Nino Maghradze, Daniela Brites, Amanda Ross, Galo Goig, Miriam Reinhard, Sonia Borrell and 10 more

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.

0numbers the graph read from it
0cells of the map it votes in
41citing papers in PubMed
13.4field-weighted citation impact, top 1% 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

41 citing papers in PubMed, 69 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Within-host evolution of drug tolerance inJAC-antimicrobial resistance · 2026
    Article
  7. Article
  8. Article
  9. Review
  10. Article
  11. Variability in intrinsic drug tolerance inAntimicrobial agents and chemotherapy · 2025
    Article
  12. Article
  13. Article
  14. Review
  15. Review
  16. Review
  17. Evaluation of the role ofMicrobiology spectrum · 2025
    Article
  18. Dissecting rifampicin heteroresistance inJournal of medical microbiology · 2025
    Article
  19. Sentinel-Site-Based Surveillance ofAntibiotics (Basel, Switzerland) · 2025
    Article
  20. 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

20 authors at 4 institutions in 2 countries.

Chloé Loiseau *Swiss Tropical and Public Health Institute, Allschwil, Switzerland.
Etthel M Windels *Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland. etthel.windels@bsse.ethz.ch.ORCID 0000-0003-2106-6765
Sebastian M GygliSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Levan JugheliSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Nino MaghradzeSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Daniela BritesSwiss Tropical and Public Health Institute, Allschwil, Switzerland.ORCID 0000-0002-8090-2287
Amanda RossSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Galo GoigSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Miriam ReinhardSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Sonia BorrellSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Andrej TraunerSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Anna DötschSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Rusudan AspindzelashviliNational Center for Tuberculosis and Lung Diseases (NCTLD), Tbilisi, Georgia.
Rebecca DenesDepartment of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland.
Klaus ReitherSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Christian BeiselDepartment of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland.ORCID 0000-0001-5360-2193
Nestani TukvadzeSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Zaza AvalianiNational Center for Tuberculosis and Lung Diseases (NCTLD), Tbilisi, Georgia.
Tanja StadlerDepartment of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland.ORCID 0000-0001-6431-535X
Sebastien GagneuxSwiss Tropical and Public Health Institute, Allschwil, Switzerland. sebastien.gagneux@swisstph.ch.ORCID 0000-0001-7783-9048
Swiss Tropical and Public Health Institute · CHETH Zurich · CHNational Center for Tuberculosis and Lung Disease · GESIB Swiss Institute of Bioinformatics · CH

Funding

Emory-Georgia TB Research Training ProgramD43TW007124 · FIC · EMORY UNIVERSITY · PI HENRY M BLUMBERG, Nestani Tukvadze · 2004 to 2026
$4.6M
FIC NIH HHS D43 TW007124
6 · The paper itself

Abstract

Multidrug-resistant tuberculosis (MDR-TB) is among the most frequent causes of death due to antimicrobial resistance. Although only 3% of global TB cases are MDR, geographical hotspots with up to 40% of MDR-TB have been observed in countries of the former Soviet Union. While the quality of TB control and patient-related factors are known contributors to such hotspots, the role of the pathogen remains unclear. Here we show that in the country of Georgia, a known hotspot of MDR-TB, MDR Mycobacterium tuberculosis strains of lineage 4 (L4) transmit less than their drug-susceptible counterparts, whereas most MDR strains of L2 suffer no such defect. Our findings further indicate that the high transmission fitness of these L2 strains results from epistatic interactions between the rifampicin resistance-conferring mutation RpoB S450L, compensatory mutations in the RNA polymerase, and other pre-existing genetic features of L2/Beijing clones that circulate in Georgia. We conclude that the transmission fitness of MDR M. tuberculosis strains is heterogeneous, but can be as high as drug-susceptible forms, and that such highly drug-resistant and transmissible strains contribute to the emergence and maintenance of hotspots of MDR-TB. As these strains successfully overcome the metabolic burden of drug resistance, and given the ongoing rollout of new treatment regimens against MDR-TB, proper surveillance should be implemented to prevent these strains from acquiring resistance to the additional drugs.

Indexed as

Mycobacterium tuberculosisTuberculosis, Multidrug-ResistantAntitubercular AgentsDrug Resistance, Multiple, BacterialHumansMicrobial Sensitivity TestsMutationRifampinAntitubercular AgentsRifampin

Identifiers

PMID37031225
PMCPMC10082831
OpenAlexW4362722162

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.