ArticleBMC microbiology2006
Mycobacterium tuberculosis complex genetic diversity: mining the fourth international spoligotyping database (SpolDB4) for classification, population genetics and epidemiology.
Article in BMC microbiology, 2006. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02744469 (Implications of the Population Structure of the Mycobacterium Tuberculosis Complex in Benin for Tuberculosis Presentation, Diagnosis and Outcome), which is not on this map. Cited by 507 papers, 2 of them syntheses that pooled it.
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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.
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.
Implications of the Population Structure of the Mycobacterium Tuberculosis Complex in Benin for Tuberculosis Presentation, Diagnosis and Outcome
Who cites it
507 citing papers in PubMed, 2 syntheses or guidelines pooled it, 1,033 citations in OpenAlex.
- Molecular epidemiology of M. tuberculosis in Ethiopia: A systematic review and meta-analysis.Tuberculosis (Edinburgh, Scotland) · 2019Pooled it
- Molecular clustering of patients with diabetes and pulmonary tuberculosis: A systematic review and meta-analysis.PloS one · 2017Pooled it
- Phenotypic and genotypic features of the Mycobacterium tuberculosis lineage 1 subgroup in central Vietnam.Scientific reports · 2021Trial
- Genetic Diversity of Mycobacterium tuberculosis Complex Isolated from Tuberculosis Patients in Bahir Dar City and Its Surroundings, Northwest Ethiopia.BioMed research international · 2015Trial
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- Molecular typing of Mycobacterium tuberculosis: a review of current methods, databases, softwares, and analytical tools.FEMS microbiology reviews · 2025Review
- Spoligotyping-based molecular typing ofFrontiers in medicine · 2025Article
- Epidemiological surveillance of tuberculosis-HIV co-infection and genotypic strains of theThe Pan African medical journal · 2025Article
- Epidemiological changes in tuberculosis and genotyping characteristics ofFrontiers in microbiology · 2025Review
- Enhancing diagnostic efficiency of pyrazinamide resistance inCurrent research in microbial sciences · 2025Article
- Epidemiology ofFrontiers in veterinary science · 2025Article
- Zoonotic transmission of theFrontiers in veterinary science · 2025Article
- Molecular epidemiology ofJournal of clinical tuberculosis and other mycobacterial diseases · 2024Review
- Genetic diversity ofNew microbes and new infections · 2024Article
- Population structure and spatial distribution of Mycobacterium tuberculosis in Ethiopia.Scientific reports · 2024Article
447 more citing papers are in PubMed but not listed here.
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Authors and funding
66 authors at 20 institutions in 26 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe Direct Repeat locus of the Mycobacterium tuberculosis complex (MTC) is a member of the CRISPR (Clustered regularly interspaced short palindromic repeats) sequences family. Spoligotyping is the widely used PCR-based reverse-hybridization blotting technique that assays the genetic diversity of this locus and is useful both for clinical laboratory, molecular epidemiology, evolutionary and population genetics. It is easy, robust, cheap, and produces highly diverse portable numerical results, as the result of the combination of (1) Unique Events Polymorphism (UEP) (2) Insertion-Sequence-mediated genetic recombination. Genetic convergence, although rare, was also previously demonstrated. Three previous international spoligotype databases had partly revealed the global and local geographical structures of MTC bacilli populations, however, there was a need for the release of a new, more representative and extended, international spoligotyping database.
resultsThe fourth international spoligotyping database, SpolDB4, describes 1939 shared-types (STs) representative of a total of 39,295 strains from 122 countries, which are tentatively classified into 62 clades/lineages using a mixed expert-based and bioinformatical approach. The SpolDB4 update adds 26 new potentially phylogeographically-specific MTC genotype families. It provides a clearer picture of the current MTC genomes diversity as well as on the relationships between the genetic attributes investigated (spoligotypes) and the infra-species classification and evolutionary history of the species. Indeed, an independent Naïve-Bayes mixture-model analysis has validated main of the previous supervised SpolDB3 classification results, confirming the usefulness of both supervised and unsupervised models as an approach to understand MTC population structure. Updated results on the epidemiological status of spoligotypes, as well as genetic prevalence maps on six main lineages are also shown. Our results suggests the existence of fine geographical genetic clines within MTC populations, that could mirror the passed and present Homo sapiens sapiens demographical and mycobacterial co-evolutionary history whose structure could be further reconstructed and modelled, thereby providing a large-scale conceptual framework of the global TB Epidemiologic Network.
conclusionOur results broaden the knowledge of the global phylogeography of the MTC complex. SpolDB4 should be a very useful tool to better define the identity of a given MTC clinical isolate, and to better analyze the links between its current spreading and previous evolutionary history. The building and mining of extended MTC polymorphic genetic databases is in progress.
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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.