Genotyping of Genetically Monomorphic Bacteria: DNA Sequencing in Mycobacterium tuberculosis Highlights the Limitations of Current Methodologies

被引:333
作者
Comas, Inaki
Homolka, Susanne
Niemann, Stefan
Gagneux, Sebastien
机构
[1] Division of Mycobacterial Research, Medical Research Council, National Institute for Medical Research, London
[2] Department of Molecular Mycobacteriology, Research Center Borstel, Borstel
来源
PLOS ONE | 2009年 / 4卷 / 11期
基金
英国医学研究理事会;
关键词
NUMBER TANDEM-REPEATS; SINGLE-NUCLEOTIDE POLYMORPHISMS; SHORT PALINDROMIC REPEATS; VARIABLE-NUMBER; YERSINIA-PESTIS; BACILLUS-ANTHRACIS; MOLECULAR EPIDEMIOLOGY; PHYLOGENETIC INFERENCE; POPULATION-STRUCTURE; MAXIMUM-LIKELIHOOD;
D O I
10.1371/journal.pone.0007815
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Because genetically monomorphic bacterial pathogens harbour little DNA sequence diversity, most current genotyping techniques used to study the epidemiology of these organisms are based on mobile or repetitive genetic elements. Molecular markers commonly used in these bacteria include Clustered Regulatory Short Palindromic Repeats (CRISPR) and Variable Number Tandem Repeats (VNTR). These methods are also increasingly being applied to phylogenetic and population genetic studies. Using the Mycobacterium tuberculosis complex (MTBC) as a model, we evaluated the phylogenetic accuracy of CRISPR- and VNTR-based genotyping, which in MTBC are known as spoligotyping and Mycobacterial Interspersed Repetitive Units (MIRU)-VNTR-typing, respectively. We used as a gold standard the complete DNA sequences of 89 coding genes from a global strain collection. Our results showed that phylogenetic trees derived from these multilocus sequence data were highly congruent and statistically robust, irrespective of the phylogenetic methods used. By contrast, corresponding phylogenies inferred from spoligotyping or 15-loci-MIRU-VNTR were incongruent with respect to the sequence-based trees. Although 24-loci-MIRU-VNTR performed better, it was still unable to detect all strain lineages. The DNA sequence data showed virtually no homoplasy, but the opposite was true for spoligotyping and MIRU-VNTR, which was consistent with high rates of convergent evolution and the low statistical support obtained for phylogenetic groupings defined by these markers. Our results also revealed that the discriminatory power of the standard 24 MIRU-VNTR loci varied by strain lineage. Taken together, our findings suggest strain lineages in MTBC should be defined based on phylogenetically robust markers such as single nucleotide polymorphisms or large sequence polymorphisms, and that for epidemiological purposes, MIRU-VNTR loci should be used in a lineage-dependent manner. Our findings have implications for strain typing in other genetically monomorphic bacteria.
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共 71 条
[1]   Yersinia pestis, the cause of plague, is a recently emerged clone of Yersinia pseudotuberculosis [J].
Achtman, M ;
Zurth, K ;
Morelli, C ;
Torrea, G ;
Guiyoule, A ;
Carniel, E .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1999, 96 (24) :14043-14048
[2]   Microevolution and history of the plague bacillus, Yersinia pestis [J].
Achtman, M ;
Morelli, G ;
Zhu, PX ;
Wirth, T ;
Diehl, I ;
Kusecek, B ;
Vogler, AJ ;
Wagner, DM ;
Allender, CJ ;
Easterday, WR ;
Chenal-Francisque, V ;
Worsham, P ;
Thomson, NR ;
Parkhill, J ;
Lindler, LE ;
Carniel, E ;
Keim, P .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (51) :17837-17842
[3]   Evolution, Population Structure, and Phylogeography of Genetically Monomorphic Bacterial Pathogens [J].
Achtman, Mark .
ANNUAL REVIEW OF MICROBIOLOGY, 2008, 62 :53-70
[4]   NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[5]   Modeling bacterial evolution with comparative-genome-based marker systems:: Application to Mycobacterium tuberculosis evolution and pathogenesis [J].
Alland, D ;
Whittam, TS ;
Murray, MB ;
Cave, MD ;
Hazbon, MH ;
Dix, K ;
Kokoris, M ;
Duesterhoeft, A ;
Eisen, JA ;
Fraser, CM ;
Fleischmann, RD .
JOURNAL OF BACTERIOLOGY, 2003, 185 (11) :3392-3399
[6]   Evaluation and strategy for use of MIRU-VNTRplus, a multifunctional database for online analysis of genotyping data and phylogenetic identification of Mycobacterium tuberculosis complex isolates [J].
Allix-Beguec, Caroline ;
Harmsen, Dag ;
Weniger, Thomas ;
Supply, Philip ;
Niemann, Stefan .
JOURNAL OF CLINICAL MICROBIOLOGY, 2008, 46 (08) :2692-2699
[7]   Virus population dynamics and acquired virus resistance in natural microbial communities [J].
Andersson, Anders F. ;
Banfield, Jillian F. .
SCIENCE, 2008, 320 (5879) :1047-1050
[8]   Silent nucleotide polymorphisms and a phyogeny for Mycobacterium tuberculosis [J].
Baker, L ;
Brown, T ;
Maiden, MC ;
Drobniewski, F .
EMERGING INFECTIOUS DISEASES, 2004, 10 (09) :1568-1577
[9]   Affordable assays for genotyping single nucleotide polymorphisms in insects [J].
Black, W. C., IV ;
Vontas, J. G. .
INSECT MOLECULAR BIOLOGY, 2007, 16 (04) :377-387
[10]   Mycobacterium tuberculosis complex genetic diversity:: mining the fourth international spoligotyping database (SpoIDB4) for classification, population genetics and epidemiology [J].
Brudey, Karine ;
Driscoll, Jeffrey R. ;
Rigouts, Leen ;
Prodinger, Wolfgang M. ;
Gori, Andrea ;
Al-Hajoj, Sahal A. ;
Allix, Caroline ;
Aristimuno, Liselotte ;
Arora, Jyoti ;
Baumanis, Viesturs ;
Binder, Lothar ;
Cafrune, Patricia ;
Cataldi, Angel ;
Cheong, Soonfatt ;
Diel, Roland ;
Ellermeier, Christopher ;
Evans, Jason T. ;
Fauville-Dufaux, Maryse ;
Ferdinand, Severine ;
Garcia de Viedma, Dario ;
Garzelli, Carlo ;
Gazzola, Lidia ;
Gomes, Harrison M. ;
Guttierez, M. Cristina ;
Hawkey, Peter M. ;
van Helden, Paul D. ;
Kadival, Gurujaj V. ;
Kreiswirth, Barry N. ;
Kremer, Kristin ;
Kubin, Milan ;
Kulkarni, Savita P. ;
Liens, Benjamin ;
Lillebaek, Troels ;
Ly, Ho Minh ;
Martin, Carlos ;
Martin, Christian ;
Mokrousov, Igor ;
Narvskaia, Olga ;
Ngeow, Yun Fong ;
Naumann, Ludmilla ;
Niemann, Stefan ;
Parwati, Ida ;
Rahim, Zeaur ;
Rasolofo-Razanamparany, Voahangy ;
Rasolonavalona, Tiana ;
Rossetti, M. Lucia ;
Ruesch-Gerdes, Sabine ;
Sajduda, Anna ;
Samper, Sofia ;
Shemyakin, Igor G. .
BMC MICROBIOLOGY, 2006, 6 (1)