Evidence map›Paper›PMID 30067763›Full record

ArticlePloS one2018

Geospatial distribution of Mycobacterium tuberculosis genotypes in Africa.

Violet N Chihota, Antoinette Niehaus, Elizabeth M Streicher, Xia Wang, Samantha L Sampson, Peter Mason, Gunilla Källenius, Sayoki G Mfinanga, Marnomorney Pillay, Marisa Klopper and 7 more

Abstract read
In one paragraph

Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers.

0numbers the graph read from it
0cells of the map it votes in
46citing 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

46 citing papers in PubMed.

  1. Trial
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  3. Genomic epidemiology ofMicrobial genomics · 2026
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  9. Rifampicin-resistantJournal of clinical tuberculosis and other mycobacterial diseases · 2025
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  10. Cross-border investigation of a tuberculosis outbreak in Vienna linked to a multi-country cluster among foreign-born individuals, Europe, 2021 to 2025.Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin · 2025
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  11. Article
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  13. Diagnostic accuracy of a sequence-specificMicrobiology spectrum · 2024
    Article
  14. Article
  15. Article
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  18. Genetic diversity ofHeliyon · 2023
    Article
  19. 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

17 authors.

Violet N ChihotaDST/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 University, Tygerberg, South Africa.ORCID 0000-0003-1444-9266
Antoinette NiehausDST/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 University, Tygerberg, South Africa.
Elizabeth M StreicherDST/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 University, Tygerberg, South Africa.
Xia WangDepartment of Mathematical Sciences, University of Cincinnati, Cincinnati, Ohio, United States of America.
Samantha L SampsonDST/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 University, Tygerberg, South Africa.
Peter MasonBiomedical Research and Training Institute, Harare, Zimbabwe.
Gunilla KälleniusDepartment of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden.
Sayoki G MfinangaNational Institute for Medical Research Muhimbili Medical Research Centre, Dar es Saalam, Tanzania.ORCID 0000-0001-9067-2684
Marnomorney PillayDepartment of Medical Microbiology University of KwaZulu Natal, Durban, South Africa.
Marisa KlopperDST/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 University, Tygerberg, South Africa.
Webster KasongoTropical Diseases Research Centre, Ndola, Zambia.
Marcel A BehrDivision of Infectious Diseases, Department of Medicine McGill University Health Centre, Montreal, Quebec, Canada.
Nicolaas C Gey van PittiusDST/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 University, Tygerberg, South Africa.
Paul D van HeldenDST/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 University, Tygerberg, South Africa.
David CouvinWHO Supranational TB Reference Laboratory, Institut Pasteur de la Guadeloupe, Abymes, Guadeloupe, France.
Nalin RastogiWHO Supranational TB Reference Laboratory, Institut Pasteur de la Guadeloupe, Abymes, Guadeloupe, France.
Robin M WarrenDST/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 University, Tygerberg, South Africa.

Funding

Wellcome TrustWellcome Trust 01680/Z//00/Z
6 · The paper itself

Abstract

objectiveTo investigate the distribution of Mycobacterium tuberculosis genotypes across Africa.

methodsThe SITVIT2 global repository and PUBMED were searched for spoligotype and published genotype data respectively, of M. tuberculosis from Africa. M. tuberculosis lineages in Africa were described and compared across regions and with those from 7 European and 6 South-Asian countries. Further analysis of the major lineages and sub-lineages using Principal Component analysis (PCA) and hierarchical cluster analysis were done to describe clustering by geographical regions. Evolutionary relationships were assessed using phylogenetic tree analysis.

resultsA total of 14727 isolates from 35 African countries were included in the analysis and of these 13607 were assigned to one of 10 major lineages, whilst 1120 were unknown. There were differences in geographical distribution of major lineages and their sub-lineages with regional clustering. Southern African countries were grouped based on high prevalence of LAM11-ZWE strains; strains which have an origin in Portugal. The grouping of North African countries was due to the high percentage of LAM9 strains, which have an origin in the Eastern Mediterranean region. East African countries were grouped based on Central Asian (CAS) and East-African Indian (EAI) strain lineage possibly reflecting historic sea trade with Asia, while West African Countries were grouped based on Cameroon lineage of unknown origin. A high percentage of the Haarlem lineage isolates were observed in the Central African Republic, Guinea, Gambia and Tunisia, however, a mixed distribution prevented close clustering.

conclusionsThis study highlighted that the TB epidemic in Africa is driven by regional epidemics characterized by genetically distinct lineages of M. tuberculosis. M. tuberculosis in these regions may have been introduced from either Europe or Asia and has spread through pastoralism, mining and war. The vast array of genotypes and their associated phenotypes should be considered when designing future vaccines, diagnostics and anti-TB drugs.

Indexed as

GenotypeAfricaCluster AnalysisDatabases, FactualDemographyHumansMycobacterium tuberculosisPhylogenyPrincipal Component AnalysisTuberculosis

Identifiers

PMID30067763
PMCPMC6070189

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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.