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Applied and Environmental Microbiology, February 2004, p. 1068-1080, Vol. 70, No. 2
0099-2240/04/$08.00+0 DOI: 10.1128/AEM.70.2.1068-1080.2004
Copyright © 2004, American Society for Microbiology. All Rights Reserved.
Bioscience Division,1 Decision Applications Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545,2 FBI Academy, Quantico, Virginia 22135,3 Department of Plant Pathology, Entomology, and Weed Science, New Mexico State University, Las Cruces, New Mexico 88003,4 Institute of Pharmacy, University of Oslo, Oslo, Norway,5 Food Research Institute, University of Wisconsin, Madison, Wisconsin 53706,6 Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona 860117
Received 18 June 2003/ Accepted 24 October 2003
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The diversity within each of these Bacillus species has been reported. Using multilocus enzyme electrophoresis (MEE) analysis, Helgason et al. (4) examined 154 Norwegian B. cereus and B. thuringiensis soil isolates. Phylogenetic analysis of the MEE data also revealed significant diversity among the different isolates (4). More recently, fluorescent amplified fragment length polymorphism (AFLP) analysis of the same isolates confirmed this (24). In another AFLP study, Pattanayak et al. (20) analyzed 24 B. thuringiensis isolates representing 24 different B. thuringiensis subspecies. The phylogenetic information presented demonstrated that each subspecies greatly differed from the other subspecies and revealed extensive genetic diversity within this species. In contrast, AFLP analysis of 78 different B. anthracis isolates revealed that B. anthracis is very monomorphic (13, 14). The difficulty in distinguishing among B. anthracis isolates led Keim et al. to identify 36 multilocus variable-number tandem repeat markers located throughout the B. anthracis genome and on the two virulence plasmids to more effectively discriminate among different B. anthracis isolates (eight markers are described in reference 15).
None of these studies identified distinct groups of B. cereus and B. thuringiensis. This has led some to suggest that these be considered a single species. Helgason et al. compared 13 B. anthracis isolates and 227 B. thuringiensis and B. cereus isolates using 13 enzyme loci and sequence analysis of nine chromosomal genes (6). Based on the close genetic similarities of B. anthracis to B. cereus and B. thuringiensis at these 22 loci, they argued for inclusion of this pathogen in this same species designation.
We performed fluorescent AFLP analysis of 332 B. thuringiensis, B. cereus, and B. anthracis isolates to further examine the genetic relationships among these three species. Thirty-four of the most diverse Norway soil isolates analyzed in previous studies (24) were compared with 222 B. thuringiensis isolates representing 36 different serovars or subspecies from the U.S. Department of Agriculture (USDA) collection. Multiple isolates representing particular subspecies or serovars were included when available. Twenty-four genetically diverse B. anthracis isolates were also included (15). Eight B. thuringiensis and B. cereus strains from the American Type Culture Collection, including the B. cereus and B. thuringiensis type strains and the B. thuringiensis isolate used in the common agricultural biopesticide Dipel (ATCC 33679; B. thuringiensis subsp. kurstaki) (19), were also included along with a putative B. thuringiensis isolate collected from a severe wound infection and found to be pathogenic in mice (7). Forty-two B. cereus isolates cultured from contaminated food products or from a variety of clinical specimens were provided for analysis by the Food Research Institute at the University of Wisconsin.
Fluorescent AFLP analysis of this large collection of B. thuringiensis, B. anthracis, and B. cereus isolates was used to reveal detailed phylogenetic relationships among the three species and among different isolates of the same apparent species. Results reported here demonstrate a high level of diversity within B. cereus and B. thuringiensis and reveal that different isolates fall into distinct groups. They also reveal that different B. cereus and B. thuringiensis isolates are extensively interspersed with each other across all branches of the AFLP-based phylogenetic tree. In contrast, B. anthracis is genetically very monomorphic and occupies a subbranch that is distinctive from all B. cereus and B. thuringiensis isolates. Analysis of toxigenic B. cereus isolates revealed that a significant number of these isolates are more closely related to B. anthracis, in contrast to B. cereus isolates collected from the environment that are clustered on other branches of the tree. Analysis of a putative pathogenic B. thuringiensis isolate revealed that it is very closely related to B. anthracis, in contrast to those B. thuringiensis isolates that are used for commercial insecticide production (25).
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TABLE 1. Sources of different Bacillus isolatesa
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AFLP analysis of DNA samples.
AFLP analysis was accomplished as previously described (10, 24). Briefly, DNA (100 ng) was digested with EcoRI and MseI, and the resulting fragments were ligated to double-stranded adapters. The digested and ligated DNA was then amplified by PCR using EcoRI and MseI +0/+0 primers. The +0/+0 PCR product was analyzed by agarose gel electrophoresis to determine the size range of amplified fragments. Three microliters was used in subsequent selective amplifications using the +1/+1 primer combination of 6-carboxyfluorescein-labeled EcoRI-C (5'GTAGACTGCGTACCAATTCC-3') and MseI-G (5'-GACGATGAGTCCTGAGTAAG-3'). Selective amplifications were performed in 20-µl reaction mixtures. The resulting products (0.5 to 1.0 µl) were mixed with a solution containing a mixture of DNA size standards (Genescan-500 [Applied Biosystems Inc., Foster City, Calif.] and MapMarker-400 [BioVentures, Inc., Murfreesburo, Tenn.]) both labeled with N,N,N,N-tetramethyl-6-carboxyrhodamine. Following a 2-min heat denaturation at 90°C, the reactions were loaded onto a 5% Long Ranger DNA sequencing gel (BioWhittaker Molecular Applications, Rockland, Maine) and visualized on an ABI 377 automated fluorescent sequencer (Applied Biosystems Inc.). Each set of reactions also contained an AFLP reaction using B. anthracis Vollum DNA as a template. Inclusion of such a reaction in each set of analyses allowed a comparison of results from different analysis sets run at different times or on different gels. Genescan analysis software (Applied Biosystems Inc.) was used to determine the length of the sample fragments by comparison to the DNA fragment length size standards included with each sample.
AFLP data analysis was performed as described by Ticknor et al. (24). Sample fragments between 100 and 500 bp and with fluorescence above 50 arbitrary units in all three runs on the ABI sequencer were used in the analysis. To minimize gel electrophoresis artifacts, each labeling reaction was run in triplicate. Samples were loaded on three different gels in a random order. The triplicate data from three lanes for each sample were combined. The set of peaks used to represent a sample contained all of the peaks that were present in each member of the triplicate. This set was called the fingerprint and was used as the description of a sample when similarities among samples were determined. The height of each peak in the fingerprint was the average height of the peak in the triplicates.
To compare two or more electropherograms and assign a similarity or distance measure to the comparison, the electropherograms were aligned by a clustering algorithm to determine which peaks were common. To do the alignment, all peak locations for all samples being compared were combined into one vector of data. A hierachical agglomerative clustering routine using group averages created the clusters (12). A decision rule was added to this clustering routine so that the number of clusters chosen depended on the number of electropherograms being compared and a maximum value for the range of a cluster (a value for what could be considered "the same"). Peaks within a cluster were assigned the average peak value for that cluster, so that all peaks in a set being compared that were considered the same had the same peak value.
Similarities among samples were determined by the Jaccard coefficient. The 40 tallest peaks for each sample fingerprint were used to calculate the Jaccard coefficient among samples. Dendrograms were produced by using the similarity matrix of Jaccard coefficients and the unweighted pair-group mean average method (UPGMA) (F. J. Rohlf, NTSYS-PC numerical taxonomy and multivariate analysis system, version 1.8; Exeter Software, Setauket, N.Y.).
Principal components for the AFLP fingerprint data were derived (11). The first and second and the first and third principal components were plotted with characters relating to the 10 major clusters seen on the UPGMA dendrograms. All statistical data manipulations were done by using codes developed in S-Plus (Data Analysis Products Division, MathSoft, Seattle, Wash.).
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65%) A+T content (unpublished results; see also reference 10 for an example). After digestion with restriction enzymes (EcoRI and MseI) and further selective PCR amplification, the AFLP fingerprint for an isolate was represented by about 40 fragments between 100 and 500 bp in length that were present in all three replicates of the isolate. These fingerprint fragment sizes were then used to generate a phlyogenetic tree that illustrates the genetic relationships among the different isolates. A collection of B. cereus, B. thuringiensis, and B. anthracis isolates from different sources was used to represent each species analyzed: 34 Norwegian soil isolates representing the genetic diversity of that collection, 222 B. thuringiensis isolates from the USDA collection, 42 B. cereus isolates from the Food Research Institute at the University of Wisconsin, 24 diverse B. anthracis isolates, 8 B. cereus and B. thuringiensis isolates from the ATCC, an unusual, apparently pathogenic B. thuringiensis isolate, and one control B. anthracis isolate, included in each experiment to examine variability.
Results of the AFLP analyses showed that these type 1 bacilli are heterogeneous, with the B. cereus and B. thuringiensis isolates interspersed in clusters throughout the phylogenetic tree. Principal component analysis of the AFLP DNA fragment fingerprints is shown in two plots in Fig. 1. The letters in the principal component plots correspond to the placement of each isolate on the different branches (A to K) of the AFLP-based phylogenetic tree shown in Fig. 2. The cloud of points in the principal component analysis suggested that the differences among some branches on the tree were not large, since there was a continuum of points with only small separations among different parts of individual clouds. Principal component analysis is a standard mathematical tool used to detect correlations in large data sets. The objective of principal component analysis is to discover or to reduce the dimensionality of the data set and to identify new meaningful underlying variables. Principal component analysis tries to create linear combinations of the different AFLP fragments that allow the greatest separation of the samples into the different branches or clusters of the AFLP-based tree. If there is separation of the samples using two or three principal components, then there is support, based on a completely different type of data analysis, that the branches of the tree are supported by the data and are not simply artifacts of the other analysis method used. Principle component analysis using components 1 and 2 broke the samples into two clouds. One contained branches A, B, and C, while the other contained branches D, E, F, G, H, J, and K (Fig. 1). Principle component analysis using components 1 and 3 further distinguished among members of the second cloud, so that branches D, E, F, and G could be distinguished from branches H, J, and K. Taken together, the principle component analyses suggested the presence of three major clusters on the phylogenetic tree (Fig. 2).
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FIG. 1. Principal components analysis. The first three principal components of the AFLP fingerprint data for all of the isolates are presented. Each isolate is labeled as 1 of 10 groups (A to K), based on the clustering in the dendrogram shown in Fig. 2. This figure shows that the 10 groupings from the AFLP cluster analysis are present in the principal components analysis.
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FIG. 2. An AFLP-based phylogenetic tree of B. anthracis, B. cereus, and B. thuringiensis. A schematic representation of the phylogenetic tree derived from fluorescent AFLP analysis of 332 B. anthracis, B. cereus, and B. thuringiensis isolates. Ten distinct branches are defined (A to K), with most branches containing both B. thuringiensis and B. cereus isolates. All B. anthracis isolates mapped to branch F.
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FIG. 3. Branch A of the AFLP-based phylogenetic tree of B. anthracis, B. cereus, and B. thuringiensis. Fifty-three B. thuringiensis isolates, representing six different serotypes, mapped to this branch. No B. cereus or B. anthracis isolates mapped to this branch. The AFLP-based phylogenetic trees presented are all based on a total of 40 fragments generated from EcoRI/MseI digestion of genomic DNAs unless otherwise stated in the legends to Figures 3 to 8. Numbers in parentheses are the number of fragments analyzed if the number is other than 40.
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FIG. 8. Branches H, J, and K of the phylogenetic tree of B. anthracis, B. cereus, and B. thuringiensis. Branches H, J, and K contain 16 B. cereus isolates and 24 B. thuringiensis isolates, representing 14 serotypes.
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FIG. 6. Branch C (part 2) of the AFLP-based phylogenetic tree of B. anthracis, B. cereus, and B. thuringiensis. Part 2 of branch C contains 88 of the 122 branch C B. thuringiensis isolates, including B. thuringiensis ATCC 33679. It contains only a single B. cereus isolate.
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FIG. 7. Branches D, E, F, and G of the phylogenetic tree of B. anthracis, B. cereus, and B. thuringiensis. Branches D, E, F, and G contain 26 B. cereus isolates and 25 B. thuringiensis isolates, representing 13 serotypes. Branch F contains all 25 of the B. anthracis isolates analyzed in this study. Previous studies indicated that all B. anthracis isolates will map to the same location. Branch F also contains the pathogenic B. thuringiensis isolate 97-27.
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In this AFLP analysis, HD-1 received independently from the USDA collection mapped closely (about 0.25) within branch C to ATCC 33679 (HD-1) received from the ATCC. The close proximity of these two isolates obtained from two different sources showed that the level of discrimination within the data was at least 0.25. This value was also supported by the inclusion of an internal DNA control of B. anthracis Vollum in each AFLP experiment to assure data quality, comparability among gels, and reproducibility. The HD-1 isolate from the USDA collection was identical to nine other B. thuringiensis subsp. kurkstaki isolates obtained from the USDA collection but slightly different from isolate 33679, obtained from ATCC. These differences may be due to extensive culturing of the ATCC isolate relative to those in the USDA collection, resulting in losses of DNA from this isolate or rearrangements in its chromosomal DNA.
The B. thuringiensis isolates in this study represented 36 different serovars or subspecies. The serovars were defined by an immunological assay based on the flagellar antigen (2, 18). Examination of the genetic sequence of the gene encoding the flagellar antigen showed that the published sequence contains no EcoRI digestion sites. Point mutations at three 6-nucleotide sites within the gene could generate EcoRI cutting sites, but none of these would produce a labeled AFLP fragment in the size range of the analysis. Therefore, DNA encoding this gene was not responsible for any of the DNA fragments analyzed by AFLP in this study. Table 2 shows where the 36 different B. thuringiensis serovars or subspecies mapped relative to the different branches of the AFLP phylogenetic tree. This table shows that several serovars, such as H1, H2, H3a3b, H4a4b, and H4a4c, appear to cluster within a particular branch of the phylogenetic tree. Many serovars were represented by only a few isolates, and so no correlation to a particular branch could be made. However, isolates representing a single serovar or subspecies were often from different sources and geographic regions and so, based on these results, it appears that there was a correlation between the serovar or subspecies and the AFLP fingerprint.
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TABLE 2. Comparison of B. thuringiensis serotypes to AFLP phylogenetic tree locationa
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In contrast, an unusual B. thuringiensis isolate shown to be pathogenic in mice mapped closely to B. anthracis in branch F of cluster 2. This isolate, identified as 97-27 (serovar H34; subspecies konkukian), was collected from the wound of a French soldier and was shown to be capable of infecting and killing immunocompetent mice in subsequent studies (7). It is one of a few known B. thuringiensis isolates to be isolated from an infected human wound. Three other B. thuringiensis serovar H34 isolates mapped to branches J (1) and K (2) in cluster 3. Such a genetic distinction between this isolate and those B. thuringiensis isolates used in the preparation of commercial bioinsecticides suggests that it is incorrect to attribute pathogenic properties to the commercially important B. thuringiensis isolates based on the properties of this unusual pathogenic isolate.
Table 3 shows that the toxigenic B. cereus isolates in this study populated almost the entire tree, but 22 of the 42 isolates mapped to cluster 2. Sixteen of these isolates mapped specifically to branch F, the same branch that contains all B. anthracis isolates. Also in cluster 2 is B. cereus ATCC 4342, found by MEE analysis to be closely related to B. cereus isolates responsible for periodontal disease (5). Although the toxigenic B. cereus isolates analyzed were collected from different contaminated food sources from a variety of locations globally, the prevalence of these isolates within cluster 2 is interesting.
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TABLE 3. Phylogenetic location and geographic source of B. cereus isolates analyzed in this study
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These observations support the idea that horizontal gene transfer of plasmid and/or other extrachromosomal markers is an important factor in defining the phenotypes of type I bacilli. B. cereus-like isolates evolved along apparent large evolutionary distances to give rise to clusters that in more recent times acquired plasmids that conferred insecticidal or other pathogenic phenotypes. In branches A and C (Fig. 2), we suggest that an ancestral isolate may have acquired insecticidal properties that led to clusters composed entirely of related B. thuringiensis isolates. While the extensive serotype analysis conveyed in Table 2 does not accurately describe specific insecticidal clusters, other multilocus sequence typing studies have indicated the presence of conserved, clonally derived strains of well-characterized, true insecticidal isolates of a specific type (Barker et al. Abstr. 5th Int. Conf. Anthrax and 3rd Int. Workshop Mol. Biol. Bacillus cereus, B. anthracis and B. thuringiensis, 2003). Conversely, other branches, e.g., those in clusters 2 and 3 (Fig. 2), contain mixtures of B. cereus and B. thuringiensis. We interpret these clusters to have formed from ancestral isolates that clonally expanded and then inherited B. cereus or B. thuringiensis-like phenotypes by horizontal gene transfer of "modern" plasmids.
The results presented here also demonstrate that B. anthracis isolates, unlike their B. cereus and B. thuringiensis relatives, form a distinct clade within the diverse group of B. cereus and B. thuringiensis isolates. The B. anthracis isolates used in this study represent the full known genetic diversity within this pathogenic species, and the data once again illustrate the extremely monomorphic nature of this subgroup (13). It is presumed that the ancestral B. anthracis was descended from a single B. cereus-like isolate that acquired the pX01 and pX02 plasmids by a gene transfer or genetic exchange event. Comparison of the sequenced genomes of B. cereus ATCC 14579 and B. anthracis Ames shows that a large core set of genes are conserved between these two species (9). Roughly 4,500 out of 5,366 open reading frames in B. cereus ATCC 14579 have 80 to 100% identity to corresponding homologues in B. anthracis (9). These data support the hypothesis that B. anthracis is a clonal derivative of an ancestral B. cereus that acquired and maintained its specific pathogenic properties as a result of advantageous selection pressure. However, to date, the immediate B. cereus ancestor has not been identified and it is incorrect to think that simply inserting pX01 and pX02 into a randomly chosen B. cereus isolate would produce a successful pathogen. Clearly there are chromosomally encoded factors that are critical to the success of B. anthracis as it infects an animal host (see reference 16 for a review).
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FIG. 4. Branch B of the AFLP-based phylogenetic tree of B. anthracis, B. cereus, and B. thuringiensis. Twenty-two B. thuringiensis isolates representing three different serotypes mapped to this branch, including ATCC 10792, the type strain. Two B. cereus isolates mapped to this branch as well.
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FIG. 5. Branch C (part 1) of the AFLP-based phylogenetic tree of B. anthracis, B. cereus, and B. thuringiensis. Branch C contains 122 B. thuringiensis isolates representing 19 serotypes, including the ATCC 33679 (subspecies kurstaki) isolate. Seventeen B. cereus isolates including ATCC 14579, the type strain, also mapped to this branch. Branch C is so large it is divided into two parts, branch C part 1 and part 2. Part 1 contains 16 of the 17 B. cereus isolates in branch C.
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