Abstract
Mycobacterium bovis, a member of the Mycobacterium tuberculosis complex, is the most common agent of cattle tuberculosis, a zoonosis that causes losses in meat and milk production in several countries. In order to support epidemiological studies aimed at controlling the disease, several methods for molecular discrimination of M. bovis isolates have recently been developed. The most frequently used are spacer oligonucleotide typing (spoligotyping), mycobacterial interspersed repetitive units (MIRU), and exact tandem repeat (ETR), but they all have different discriminatory power. In the present study, allelic diversity was calculated for each MIRU and ETR locus, and the Hunter-Gaston discriminatory index (HGI) was calculated for spoligotyping, 10 MIRUs, and 3 ETRs, in 116 isolates of M. bovis obtained from cattle. The analysis of allelic diversity indicated that MIRUs 16, 26, and 27, and ETRs A, B, and C, showed the greatest diversity between the assayed loci. The HGIs for each of the techniques were: spoligotyping=0.738381; MIRU=0.829835; and ETR=0.825337. The associations of the methods' improved discriminatory power were: spoligotyping+MIRU=0.930585; spoligotyping+ETR=0.931034; and MIRU+ETR=0.953373. The greatest discriminatory power was obtained when the three techniques were associated (HGI=0.98051). Considering the analyses of the present study, spoligotyping should be the first method to be used because it differentiates M. bovis from the other members of the Mycobacterium tuberculosis complex. As the associations of MIRU and ETR with spoligotyping resulted in nearly identical HGIs, ETR seems to be the best choice after spoligotyping, because it is faster and more economical than MIRU. Finally, MIRU should be the last method used. In spite of this finding, the choice of the method used should be based on the discriminatory power necessary for the objective at hand.
Introduction
High-quality epidemiological data increases the efficiency of bovine tuberculosis control programs. With the new tools available in molecular epidemiology, there is an increasing possibility of finding answers for issues such as the importance of transmission between individual animals and its risk factors, and the role of wild animals as reservoirs (Hilty et al. 2005). The association of molecular methods, mainly those based on polymerase chain reaction (PCR), such as polymerase chain reaction-PCR restriction analysis (PCR-PRA; Telenti et al. 1993), and spacer oligonucleotide typing (spoligotyping; Kamerbeek et al. 1997), mycobacterial interspersed repetitive units-variable numbers of tandem repeats (MIRU-VNTR; Supply et al. 1997, 2000), and exact tandem repeat (ETR; Goyal et al. 1994; Frothingham et al. 1998), have greatly aided in the study of the molecular epidemiology of the M. tuberculosis complex. These methods aid the identification and discrimination of species, and are important tools in epidemiological studies.
A clearer understanding of M. bovis epidemiology in cattle may contribute to better control or to the eradication of disease. The ability to identify and differentiate species, and to track the origin of the infection, may make these tasks easier. In order to do that, it is necessary to have a precise correlation between typing and epidemiological data (Romano et al. 1996).
The intensification of dairy production combined with cattle movement has contributed to M. bovis transmission, especially in the absence of appropriate control measures (Gilbert et al. 2005). Cattle trade between neighboring and partner countries led to the spread of M. bovis, and the dominance of clonal complexes in wide areas (Müller et al. 2008). A recent study of M. bovis clonal complex phylogeography, a method that analyzes the geographical location of molecular types, assessed the existence of four large M. bovis clonal complexes: African 1, African 2, European 1, and European 2 (Müller et al. 2009; Berg et al. 2011; Smith et al. 2011; Rodriguez-Campos et al. 2012). European 1 clonal complex is spread worldwide, and has already been identified in the British Isles, in former British colonies, and in the Americas, as well as in Kazakhstan and Korea, suggesting that existing cattle breeds such as Hereford, created in the U.K. in the 18th century, may have been good vehicles for the worldwide distribution of this closely related group of strains, and that human trade of cattle all over the world led to this worldwide spread of the bovine pathogen over the last 200 years (Smith 2012), corroborating Webb's 1936 hypothesis.
The objectives of the present study were to assess how different spoligotypes of M. bovis isolated from cattle in São Paulo, Brazil, behave in MIRU and ETR, and to calculate the genetic diversity for each MIRU and ETR locus, as well as the discriminatory power of these techniques, either alone or in combination.
Materials and Methods
A total of 116 M. bovis isolates were analyzed. These isolates came from foci of bovine tuberculosis in the state of São Paulo, Brazil, and were initially submitted to PCR-PRA, and subsequently to spoligotyping, MIRU, and ETR. With the results obtained by the three techniques, allelic diversity was calculated for each locus (h) in order to determine the most polymorphic loci, as recommended by Selander and associates (1986). The results were also analyzed by means of the Hunter-Gaston discriminatory index (HGI), as recommended by Hunter and Gaston (1988).
Results
All isolates were submitted to PCR-PRA, and classified in the Mycobacterium genus. Using the profile produced by BstEII and HaeIII enzyme restriction, these isolates were classified as belonging to the M. tuberculosis complex (Institut Pasteur 2000).
Spoligotyping of the 116 samples showed SB0295 (35.34%), followed by SB0121 (32.76%), as the most common spoligotypes.
Analysis of allelic diversity of each locus (h) showed that the most polymorphic loci in MIRU and ETR were MIRUs 16, 26, and 27, and ETRs A, B, and C, followed by MIRUs 23, 31, 39, and 40, and lastly, MIRUs 2, 4, and 10, which did not show polymorphism (Table 1).
MIRU, mycobacterial interspersed repetitive units; ETR, exact tandem repeat.
The HGIs calculated for each technique were: spoligotyping=0.738381; ETR=0.825337; and MIRU=0.829835. When the techniques were associated, there was a significant increase in discriminatory power: spoligotyping+MIRU=0.930585; spoligotyping+ETR=0.931034; MIRU+ETR=0.953373. The greatest discriminatory power was observed when the three techniques were combined (HGI=0.98051; Table 2).
MIRU, mycobacterial interspersed repetitive units; ETR, exact tandem repeat; HGI, Hunter-Gaston discriminatory index.
Discussion
Isolates were chosen as a function of spoligotyping results. The five most frequent spoligotypes (SB0121, SB0295, SB0120, SB0140, and SB0881) obtained in cattle slaughtered in the state of São Paulo in the study by Rodriguez and colleagues (2004), were selected.
The occurrence of the different spoligotypes identified in this study in several countries of the world is summarized in Table 3.
Spoligotyping, the most common molecular epidemiological technique applied to strains of the M. tuberculosis complex, can be used as a preliminary screen to identify members of this complex. M. bovis isolates discriminated by this technique may be compared by researchers in internet databases, making it easier to compare results between laboratories (Kamerbeek et al. 1997).
Analysis of allelic diversity showed that the most polymorphic loci in MIRU and ETR were MIRUs 16, 26, and 27; and ETRs A, B, and C; followed by MIRUs 23, 31, 39, and 40 (Table 1). Hilty and associates (2005), studying M. bovis isolates in the Republic of Chad (Central Africa), observed similar results, with MIRUs 26 and 27, and ETRs A, B, and C, as the most polymorphic loci. Results of the present study also classified these loci as highly polymorphic. In a study carried out in Xinjiang, China, with 135 samples of M. bovis, Sun and colleagues (2011) identified the greatest allelic diversity in nine loci, among them ETRs A, B, D, and E.
A study carried out by Parreiras and co-workers (2012) in Brazil calculated the allelic diversity of 12 MIRU loci. The results showed a moderate polymorphism for MIRU 16 and a high index for MIRU 26. This latter finding is in agreement with the results of the present study.
The analysis of the MIRU and ETR loci showed that these two techniques had similar HGIs (0.829835 and 0.825337, respectively; Table 2). Although the isolates have been chosen based on spoligotyping results, HGI was also calculated for this method, and was equal to 0.738381. Similar results were reported by Kremer and associates (2005), who analyzed the discriminatory power of nine typing methods based on PCR in 100 samples of Mycobacterium from 38 countries. Discrimination levels of the methods tested as determined by HGI were: 0.998 (Queens University of Belfast, QUB-VNTR); 0.995 (MIRU-VNTR); 0.994 (FLiP); 0.987 (ligation-mediated PCR and LM-PCR), and 0.982 (spoligotyping). The difference of the HGI results obtained by Kremer and colleagues (2005) and the ones reported here was due to the inclusion criteria used for the isolates in the present study. In a study carried out by Sun and associates (2004b) in 291 samples collected in Singapore and analyzed for M. tuberculosis genetic diversity using MIRU, the HGI was 0.975, indicating that this technique has high discriminatory power.
In the present study, when spoligotyping was associated with the other two techniques, there was a significant increase in discriminatory power: HGI=0.930585 for spoligotyping+MIRU, and HGI=0.931034 for spoligotyping+ETR (Table 3). In order to evaluate the performance of the combination of MIRU-VNTR and spoligotyping in the detection of tuberculosis transmission chains, Oelemann and co-workers (2007) studied 154 samples from the M. tuberculosis complex in Germany. These authors defined a set of 24 MIRU-VNTR loci, including 15 discriminatory loci. These sets of loci were used to improve the discriminatory power of MIRU-VNTR, especially when associated with spoligotyping, and the results were compared with those obtained by RFLP-IS6110. They concluded that the sets of 15 or 24 MIRU-VNTR loci, combined with spoligotyping, represent the first-choice PCR method for the study of tuberculosis transmission, with operational parameters (sensitivity and specificity) comparable to those of the gold standard (RFLP-IS6110).
Similar results were reported by Parreiras and associates (2012) in Brazil; the discriminatory power of spoligotyping was 0.85, and of MIRU was 0.86. The combination of the two techniques increased the HGI to 0.94.
Table 2 also shows that the HGI for the combination of MIRU and ETR was 0.953373. Sun and colleagues (2004a) reported that the combination of these same techniques produced an HGI of 0.994 for human isolates of M. tuberculosis in Singapore, greater than the result obtained for RFLP-IS6110 (HGI=0.931), or spoligotyping (HGI=0.923). Chin and Jou (2005), studying 502 isolates of M. tuberculosis in Taiwan, also observed that the combination of MIRU and ETR significantly improved the HGI.
Table 2 shows that the greatest discriminatory power was obtained when the three techniques were combined (spoligotyping+MIRU+ETR=0.98051). In 2003, Sola and co-workers evaluated the discriminatory power of these three methods in the genotyping of the M. tuberculosis complex, either alone or in combination, using 103 samples isolated from different geographic origins. In the individual evaluation, the results showed that MIRU typing was more discriminatory (HGI=0.988) than the other two methods (spoligotyping HGI of 0.965; MIRU-VNTR HGI of 0.959), supporting its use in combination with spoligotyping in the genotyping of a large number of samples. The study also showed that MIRU-VNTR may be the best alternative to RFLP. In spite of the fact that they did not report an HGI for the combination, Sola and associates (2003) reported that the results obtained with the association of the three methods were excellent.
Spoligotyping has been demonstrated to be a fast and cost-effective method for first-line typing (Haddad et al. 2004). Smith and colleagues (2006) inferred that a combination of spoligotyping and VNTR typing resulted in the simplest and most cost-effective method for routine molecular typing and epidemiological tracing of bovine tuberculosis in Great Britain.
It should be emphasized that typing by MIRU and ETR have similar costs to perform. However, ETR has a lower final cost, because it has greater discriminatory power with the analysis of fewer loci.
Conclusions
Although the association of the three methods increased the discriminatory power (HGDI=0.98051), the choice of the method used depends on the discriminatory power necessary for the objective at hand. Considering the analyses of the present study, the initial method should be spoligotyping, because it differentiates M. bovis from the other members of the M. tuberculosis complex. As the associations of MIRU and ETR with spoligotyping resulted in nearly identical HGIs, ETR seems to be the best choice after spoligotyping, because it uses fewer loci than MIRU. Finally, MIRU should be the last method to be used.
In the samples isolated in São Paulo, Brazil, MIRUs 16, 26, and 27, and ETRs A, B, and C showed the greatest allelic diversity (i.e., the greatest polymorphism between the assayed loci).
Footnotes
Acknowledgments
The authors would like to thank Fundacao de Amparo A Pesquisa do Esatdo de São Paulo (FAPESP) and Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) for their financial support.
Author Disclosure Statement
No competing financial interests exist.
