Evidence map›Paper›PMID 35170980›Full record

ArticleJournal of clinical microbiology2022

Whole-Genome Sequencing Has the Potential To Improve Treatment for Rifampicin-Resistant Tuberculosis in High-Burden Settings: a Retrospective Cohort Study.

Helen Cox, Galo A Goig, Zubeida Salaam-Dreyer, Anzaan Dippenaar, Anja Reuter, Erika Mohr-Holland, Johnny Daniels, Patrick G T Cudahy, Mark P Nicol, Sonia Borrell and 6 more

Open access · hybridAbstract read
In one paragraph

Article in Journal of clinical microbiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 1 pooled it
2.5field-weighted citation impact, top 9% 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

18 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.

  1. Open-access genomic drug resistance prediction tools forJournal of clinical microbiology · 2026
    Pooled it
  2. Article
  3. Tuberculosis: An Ongoing Global Threat.Advances in experimental medicine and biology · 2026
    Review
  4. Article
  5. Review
  6. Article
  7. Article
  8. Article
  9. Article
  10. Review
  11. Article
  12. Review
  13. Direct detection of drug-resistantFrontiers in public health · 2023
    Article
  14. Review
  15. Article
  16. Article
  17. A very sneaky bug: perspectives of front-line clinicians on whole-genome sequencing for drug-resistant TB.The international journal of tuberculosis and lung disease : the official journal of the International Union against Tuberculosis and Lung Disease · 2022
    Article
  18. Blue Skies research is essential for ending the Tuberculosis pandemic and advancing a personalized medicine approach for holistic management of Respiratory Tract infections.International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases · 2022
    Review
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

16 authors at 9 institutions in 5 countries.

Helen CoxDivision of Medical Microbiology, Department of Pathology, University of Cape Town, Cape Town, South Africa.ORCID 0000-0002-6538-7192
Galo A GoigSwiss Tropical and Public Health Institutegrid.416786.a, Basel, Switzerland.
Zubeida Salaam-DreyerDivision of Medical Microbiology, Department of Pathology, University of Cape Town, Cape Town, South Africa.
Anzaan DippenaarTuberculosis Omics Research Consortium, Family Medicine and Population Health, Institute of Global Health, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.ORCID 0000-0002-2511-7534
Anja ReuterMédecins Sans Frontières, Khayelitsha, Cape Town, South Africa.
Erika Mohr-HollandMédecins Sans Frontières, Khayelitsha, Cape Town, South Africa.
Johnny DanielsMédecins Sans Frontières, Khayelitsha, Cape Town, South Africa.
Patrick G T CudahySection of Infectious Diseases, Department of Internal Medicine, Yale School of Medicinegrid.471390.8, New Haven, Connecticut, USA.
Mark P NicolDivision of Infection and Immunity, School of Biomedical Sciences, University of Western Australia, Perth, Australia.
Sonia BorrellSwiss Tropical and Public Health Institutegrid.416786.a, Basel, Switzerland.
Miriam ReinhardSwiss Tropical and Public Health Institutegrid.416786.a, Basel, Switzerland.
Anna DoetschSwiss Tropical and Public Health Institutegrid.416786.a, Basel, Switzerland.
Christian BeiselUniversity of Basel, Basel, Switzerland.
Sebastien GagneuxSwiss Tropical and Public Health Institutegrid.416786.a, Basel, Switzerland.ORCID 0000-0001-7783-9048
Robin M WarrenDSI-NRF Centre of Excellence for Biomedical Tuberculosis Research/SAMRC Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch Universitygrid.11956.3a, Stellenbosch, South Africa.
Jennifer FurinDepartment of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, USA.
Swiss Tropical and Public Health Institute · CHMédecins Sans Frontières · ZAUniversity of Cape Town · ZAHarvard University · USSouth African Medical Research Council · ZAThe University of Western Australia · AUUniversity of Antwerp · BEUniversity of Basel · CHYale University · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Multidrug-resistant tuberculosis and HIV: Composition of Strains and biomarkers of treatment responseK01TW011194 · FIC · YALE UNIVERSITY · PI CUDAHY, PATRICK GEORGE TOBIAS · 2019 to 2023
$826k
FIC NIH HHS K01 TW011194NCATS NIH HHS UL1 TR001863Swiss National Science Foundation 107799Wellcome TrustWellcome Trust 099818/Z/12/Z
6 · The paper itself

Abstract

Treatment of multidrug-resistant or rifampicin-resistant tuberculosis (MDR/RR-TB), although improved in recent years with shorter, more tolerable regimens, remains largely standardized and based on limited drug susceptibility testing (DST). More individualized treatment with expanded DST access is likely to improve patient outcomes. To assess the potential of TB drug resistance prediction based on whole-genome sequencing (WGS) to provide more effective treatment regimens, we applied current South African treatment recommendations to a retrospective cohort of MDR/RR-TB patients from Khayelitsha, Cape Town. Routine DST and clinical data were used to retrospectively categorize patients into a recommended regimen, either a standardized short regimen or a longer individualized regimen. Potential regimen changes were then described with the addition of WGS-derived DST. WGS data were available for 1274 MDR/RR-TB patient treatment episodes across 2008 to 2017. Among 834 patients initially eligible for the shorter regimen, 385 (46%) may have benefited from reduced drug dosage or removing ineffective drugs when WGS data were considered. A further 187 (22%) patients may have benefited from more effective adjusted regimens. Among 440 patients initially eligible for a longer individualized regimen, 153 (35%) could have been switched to the short regimen. Overall, 305 (24%) patients had MDR/RR-TB with second-line TB drug resistance, where the availability of WGS-derived DST would have allowed more effective treatment individualization. These data suggest considerable benefits could accrue from routine access to WGS-derived resistance prediction. Advances in culture-free sequencing and expansion of the reference resistance mutation catalogue will increase the utility of WGS resistance prediction.

Indexed as

Mycobacterium tuberculosisTuberculosis, Multidrug-ResistantAntitubercular AgentsCohort StudiesHumansMicrobial Sensitivity TestsRetrospective StudiesRifampinSouth AfricaAntitubercular AgentsRifampindrug resistanceMycobacterium tuberculosistreatmenttuberculosiswhole-genome sequencing

Identifiers

PMID35170980
PMCPMC8925891
OpenAlexW4212918917

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.