Mycobacterium tuberculosis complex genetic diversity: mining the fourth international spoligotyping database (SpolDB4) for classification, population genetics and epidemiology
Генетическое разнообразие комплекса Mycobacterium tuberculosis: анализ четвертой международной базы данных сполиготипирования (SpolDB4) для классификации, популяционной генетики и эпидемиологии
2006-03-06
SCID: 54.1/gwwybz8e
Discuss with AI
Mycobacterium tuberculosis complexNaive-Bayes mixture modelSpolDB4 databasepopulation geneticsspoligotyping
Figures from the paper
Abstract (AI)
BACKGROUND: The 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. RESULTS: The 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. CONCLUSION: Our 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.
Key Findings
1
Independent Naïve-Bayes mixture-model analysis validated most previous supervised SpolDB3 classifications, supporting complementary supervised and unsupervised approaches to MTC population structure.
2
SpolDB4 adds 26 potentially phylogeographically specific MTC genotype families, improving representation of global MTC genomic diversity.
3
SpolDB4 catalogs 1,939 shared-types representing 39,295 Mycobacterium tuberculosis complex strains from 122 countries.
4
The database provides updated epidemiological status information and genetic prevalence maps for six major MTC lineages.
5
The database tentatively classifies these spoligotypes into 62 MTC clades or lineages using expert knowledge combined with bioinformatics.
Research Object
Mycobacterium tuberculosis complex (MTC) strains and their Direct Repeat locus spoligotype diversity
Research Subject
Genetic classification, population structure, phylogeographic relationships, evolutionary history, and epidemiological distribution of MTC spoligotypes
Publication Details
Publication Date
2006-03-06
Journal
Publisher
ISSN
Open access PDF
Access Type
Author Information
Download PDF
Subscribe to digest