Data mining of Mycobacterium tuberculosis complex genotyping results using mycobacterial interspersed repetitive units validates the clonal structure of spoligotyping-defined families

被引:33
作者
Ferdinand, S [1 ]
Valétudie, G [1 ]
Sola, C [1 ]
Rastogi, N [1 ]
机构
[1] Inst Pasteur, Unite Tuberculose & Mycobacteries, Morne Joliviere BP 484, F-97165 Pointe A Pitre, Guadeloupe, France
关键词
Mycobacterium tuberculosis complex; MIRU; minisatellite; spoligotyping; bioinformatics; data mining;
D O I
10.1016/j.resmic.2004.04.013
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Recently, a combination of spoligotyping and bioinformatics was proposed as a potential tool for defining major circulating clades of tuberculosis bacilli. In the present study, we attempted to validate the above mentioned classification using a new high-throughput marker, named mycobacterial interspersed repetitive units (MIRUs). Using 12 MIRU loci and spoligotyping, we performed data mining of results on clinical isolates of the Mycobacterium tuberculosis complex representative of global mycobacterial allelic diversity. Knowledge rules permitting automatic labeling of major M. tuberculosis families were defined. Using this strategy, MIRU 24 appeared to be most appropriate for classifying our dataset. The Bovis family was shown to be perfectly classified by a maximum of 3 MIRUs, followed by Africanum and East African Indian (EAI) families by 4 MIRUs, the Beijing family by 6 MIRUs, Haarlem and X families by 8 MIRUs, the T family by 9, and the Latin-American and Mediterranean (LAM) family by 10 MIRUs. Considering the hierarchy of family divergence, our results corroborate a recent suggestion that EAI is the ancestral family followed by Africanum and Bovis. On the other hand, T, X, LAM and Haarlem families appear to be of more recent evolution. These results indicate that data mining of MIRUs is a valuable new tool for analyzing the evolutionary dynamics of the M. tuberculosis complex, and for monitoring an infectious disease such as tuberculosis. (C) 2004 Elsevier SAS. All rights reserved.
引用
收藏
页码:647 / 654
页数:8
相关论文
共 24 条
[1]   Predominace of a novel Mycobacterium tuberculosis genotype in the Delhi region of India [J].
Bhanu, NV ;
van Soolingen, D ;
van Embden, JDA ;
Dar, L ;
Pandey, RM ;
Seth, P .
TUBERCULOSIS, 2002, 82 (2-3) :105-112
[2]   A new evolutionary scenario for the Mycobacterium tuberculosis complex [J].
Brosch, R ;
Gordon, SV ;
Marmiesse, M ;
Brodin, P ;
Buchrieser, C ;
Eiglmeier, K ;
Garnier, T ;
Gutierrez, C ;
Hewinson, G ;
Kremer, K ;
Parsons, LM ;
Pym, AS ;
Samper, S ;
van Soolingen, D ;
Cole, ST .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (06) :3684-3689
[3]   Variable-number-tandem repeat typing of mycobacterium tuberculosis isolates with low copy numbers of IS6110 by using mycobacterial interspersed repetitive units [J].
Cowan, LS ;
Mosher, L ;
Diem, L ;
Massey, JP ;
Crawford, JT .
JOURNAL OF CLINICAL MICROBIOLOGY, 2002, 40 (05) :1592-1602
[4]   Evolutionary relationships among strains of Mycobacterium tuberculosis with few copies of IS6110 [J].
Dale, JW ;
Al-Ghusein, H ;
Al-Hashmi, S ;
Butcher, P ;
Dickens, AL ;
Drobniewski, F ;
Forbes, KJ ;
Gillespie, SH ;
Lamprecht, D ;
McHugh, TD ;
Pitman, R ;
Rastogi, N ;
Smith, AT ;
Sola, C ;
Yesilkaya, H .
JOURNAL OF BACTERIOLOGY, 2003, 185 (08) :2555-2562
[5]  
delaSalmoniere YOG, 1997, J CLIN MICROBIOL, V35, P2210
[6]   Global distribution of Mycobacterium tuberculosis spoligotypes [J].
Filliol, I ;
Driscoll, JR ;
van Soolingen, D ;
Kreiswirth, BN ;
Kremer, K ;
Valétudie, G ;
Anh, DD ;
Barlow, R ;
Banerjee, D ;
Bifani, PJ ;
Brudey, K ;
Cataldi, A ;
Cooksey, RC ;
Cousins, DV ;
Dale, JW ;
Dellagostin, OA ;
Drobniewski, F ;
Engelmann, G ;
Ferdinand, S ;
Binzi, DG ;
Gordon, M ;
Gutierrez, MC ;
Haas, WH ;
Heersma, H ;
Källenius, G ;
Kassa-Kelembho, E ;
Koivula, T ;
Ly, HM ;
Makristathis, A ;
Mammina, C ;
Martin, G ;
Moström, P ;
Mokrousov, I ;
Narbonne, V ;
Narvskaya, O ;
Nastasi, A ;
Niobe-Eyangoh, SN ;
Pape, JW ;
Rasolofo-Razanamparany, V ;
Ridell, M ;
Rossetti, ML ;
Stauffer, F ;
Suffys, PN ;
Takiff, H ;
Texier-Maugein, J ;
Vincent, V ;
de Waard, JH ;
Sola, C ;
Rastogi, N .
EMERGING INFECTIOUS DISEASES, 2002, 8 (11) :1347-1349
[7]   Simultaneous detection and strain differentiation of Mycobacterium tuberculosis for diagnosis and epidemiology [J].
Kamerbeek, J ;
Schouls, L ;
Kolk, A ;
vanAgterveld, M ;
vanSoolingen, D ;
Kuijper, S ;
Bunschoten, A ;
Molhuizen, H ;
Shaw, R ;
Goyal, M ;
vanEmbden, J .
JOURNAL OF CLINICAL MICROBIOLOGY, 1997, 35 (04) :907-914
[8]   Comparison of methods based on different molecular epidemiological markers for typing of Mycobacterium tuberculosis complex strains:: Interlaboratory study of discriminatory power and reproducibility [J].
Kremer, K ;
van Soolingen, D ;
Frothingham, R ;
Haas, WH ;
Hermans, PWM ;
Martín, C ;
Palittapongarnpim, P ;
Plikaytis, BB ;
Riley, LW ;
Yakrus, MA ;
Musser, JM ;
van Embden, JDA .
JOURNAL OF CLINICAL MICROBIOLOGY, 1999, 37 (08) :2607-2618
[9]   High-resolution minisatellite-based typing as a portable approach to global analysis of Mycobacterium tuberculosis molecular epidemiology [J].
Mazars, E ;
Lesjean, S ;
Banuls, AL ;
Gilbert, M ;
Vincent, V ;
Gicquel, B ;
Tibayrenc, M ;
Locht, C ;
Supply, P .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (04) :1901-1906
[10]   Phylogenetic reconstruction within Mycobacterium tuberculosis Beijing genotype in northwestern Russia [J].
Mokrousov, I ;
Narvskaya, O ;
Otten, T ;
Vyazovaya, A ;
Limeschenko, E ;
Steklova, L ;
Vyshnevskyi, B .
RESEARCH IN MICROBIOLOGY, 2002, 153 (10) :629-637