- Open Access
Prevalence of SOS-mediated control of integron integrase expression as an adaptive trait of chromosomal and mobile integrons
- Guillaume Cambray†1,
- Neus Sanchez-Alberola†2, 3,
- Susana Campoy2,
- Émilie Guerin4,
- Sandra Da Re4,
- Bruno González-Zorn5,
- Marie-Cécile Ploy4,
- Jordi Barbé3,
- Didier Mazel1Email author and
- Ivan Erill3Email author
© Cambray et al; licensee BioMed Central Ltd. 2011
Received: 9 November 2010
Accepted: 30 April 2011
Published: 30 April 2011
Integrons are found in hundreds of environmental bacterial species, but are mainly known as the agents responsible for the capture and spread of antibiotic-resistance determinants between Gram-negative pathogens. The SOS response is a regulatory network under control of the repressor protein LexA targeted at addressing DNA damage, thus promoting genetic variation in times of stress. We recently reported a direct link between the SOS response and the expression of integron integrases in Vibrio cholerae and a plasmid-borne class 1 mobile integron. SOS regulation enhances cassette swapping and capture in stressful conditions, while freezing the integron in steady environments. We conducted a systematic study of available integron integrase promoter sequences to analyze the extent of this relationship across the Bacteria domain.
Our results showed that LexA controls the expression of a large fraction of integron integrases by binding to Escherichia coli-like LexA binding sites. In addition, the results provide experimental validation of LexA control of the integrase gene for another Vibrio chromosomal integron and for a multiresistance plasmid harboring two integrons. There was a significant correlation between lack of LexA control and predicted inactivation of integrase genes, even though experimental evidence also indicates that LexA regulation may be lost to enhance expression of integron cassettes.
Ancestral-state reconstruction on an integron integrase phylogeny led us to conclude that the ancestral integron was already regulated by LexA. The data also indicated that SOS regulation has been actively preserved in mobile integrons and large chromosomal integrons, suggesting that unregulated integrase activity is selected against. Nonetheless, additional adaptations have probably arisen to cope with unregulated integrase activity. Identifying them may be fundamental in deciphering the uneven distribution of integrons in the Bacteria domain.
The SOS response is a global regulatory network governed by a repressor protein (LexA) and principally targeted at addressing DNA damage [26, 27]. LexA represses SOS genes by binding to highly specific binding sites present in their promoter regions. In E. coli and most β- and γ-Proteobacteria, these sites consist of a palindromic motif (CTGTatatatatACAG) 16 bp long, commonly known as the LexA box . The SOS response is typically induced by the presence of ssDNA fragments, which can arise from a number of environmental stresses , but are typically linked to replication-fork stall caused by DNA lesions. These ssDNA fragments bind non-specifically to the universal recombination protein RecA , enabling it to promote LexA inactivation by autocatalytic cleavage , and thus inducing the SOS response. Up to 40 genes have been shown to be directly regulated by LexA in E. coli, encoding proteins that stabilize the replication fork, repair DNA, promote translesion synthesis and arrest cell division. Since its initial description in E. coli, the SOS response has been characterized in many other bacterial classes and phyla, and LexA has been shown to recognize markedly divergent motifs in different bacterial groups .
In recent years, the SOS response has been linked to clinically relevant phenotypes, such as the activation and dissemination of virulence factors carried in bacteriophages [32–34], transposons  pathogenicity islands  and in integrating conjugative elements encoding antibiotic-resistance genes [27, 37, 38]. Moreover, it has recently become established that some widely used antibiotics, such as fluoroquinolones, trimethoprim and β-lactams, are able to trigger SOS induction and are thus able to promote the dissemination of antibiotic-resistance genes [27, 37, 39–42]. This puts forward a positive feedback loop that has been suggested to have important consequences for the emergence and dissemination of antibiotic resistance . Our recent work, showing a link between the SOS response and integrase-mediated recombination  further reinforces this line of reasoning. Such a link provides bacteria with an antibiotic-induced mechanism for gene acquisition, reorganization and dispersal. In hindsight, the coupling of genetic elements capable of cassette integration with a global response to stress comes out as an elegant and powerful pairing. Integrons can be seen as stockpiling agents of genetic diversity that, in addition, can tap into a huge and variable pool of cassettes through horizontal gene transfer from the surrounding bacterial communities (Figure 1) [10, 44]. Nonetheless, efficient expression of these acquired traits is strongly dependent on integrase-mediated recombination. Newly acquired cassettes sitting in the proximal region of the integron are strongly expressed by the P C promoter, but they can be displaced gradually to distal parts of the integron by the incorporation of new cassettes, and can thus become partially silenced. Infrequent excision and integration events can also relocate cassettes, moving them to distal or proximal parts of the integron, and thus have the ability to reinstate previously acquired cassettes (Figure 1). The timing of all these events is therefore of fundamental importance, and depends on the regulatory systems controlling the expression of the integron integrase gene. In this context, the discovery of a link between the SOS response and integrase expression is an important first step towards unraveling the precise mechanisms controlling integrase expression.
In this study, we expanded on this recent connection between the SOS response and integron integrase expression by means of a systematic study of integron integrase promoter regions. By combining in silico and in vitro methods, we show that LexA control of integrase expression is a widespread phenomenon that arose very early in the evolutionary history of integrons and has since been maintained through positive selection in mobile integrons and large chromosomal integrons. We report a significant correlation between the loss of LexA control and integrase inactivation, indicating that unregulated recombination may be deleterious in these genetic elements. Exceptions to this rule suggest that secondary adaptations to tolerate unregulated integrase expression may have arisen in some clades, and that the identification of such adaptations might shed light onto the uneven distribution of integrons in the Bacteria domain. We discuss these findings for the adaptive dynamics of integrons, and their implications for the acquisition and dissemination of antibiotic-resistance determinants.
Results and discussion
Identification of LexA binding sites in intI promoters
To gain insight into the general relevance of this observation, we undertook an exhaustive in silico study of integrase regulation by the LexA protein. Using a TBLASTN search (National Center for Biotechnology Information (NCBI); http://blast.ncbi.nlm.nih.gov/), we identified 1,483 homologs of intIA in the non-redundant (NR) (971), environmental (ENV) (381) and Whole Genome Shotgun (WGS) (131) subdivisions of the GenBank database. When sufficient data were available (1,103 sequences), the nucleotide sequences corresponding to the first 50 bp of the coding region plus 100 bp upstream of the translation start site (-100, +50) were systematically searched for LexA binding sites. We conducted independent searches for all the 15 LexA binding motifs described to date in the literature . Putative LexA binding sites were detected in 56.6% (624) of the 1,103 sequences for which the (-100,+ 50) region was available (see Additional file 1), with 40 sequences displaying two LexA binding sites in tandem. All the identified LexA binding sites corresponded exclusively to the motif found in E. coli and most β/γ-Proteobacteria (Figure 2C). Given that we searched for 14 additional LexA binding motifs and that the sample of integrase sequences contained representatives from the respective clades in which these motifs have been reported, including one α-Proteobacteria species, this strongly suggests that the putative LexA regulation of intI genes is restricted to organisms harboring LexA proteins that are able to recognize the β/γ-Proteobacteria. The LexA binding motif of the β/γ-Proteobacteria is markedly divergent from that seen in E. coli and the β/γ-Proteobacteria, and it is known to have arisen after the split of the α- and β/γ-Proteobacteria subclasses [45–49]. Hence, it seems very likely that LexA regulation of integrase genes also arose after this evolutionary branching point. When we examined the core 16 bp sequence of the identified E. coli-like LexA binding sites, we identified 93 distinct sequences (see Additional file 2). These LexA binding sites presented substantial diversity while maintaining a high level of conservation, as reflected in their joint information content logo (Figure 2C). Importantly, E. coli-like LexA sites were detected in almost all Vibrionaceae superintegrons (Figure 2A), and in all but one of the mobile integron classes (Figure 2B), indicating that putative LexA regulation of intI genes is a widespread phenomenon among integrons.
Predicted LexA binding sites correspond to functional transcriptional-control elements
In several class 1 integrons, heightened expression of the cassette genes has been shown to rely on a secondary cassette promoter called P C2 , located just upstream of the intI1 gene (see Additional file 3). P C2 is enabled by a GGG insertion (on the top strand) that increases the distance between the -35 box sequence and a sequence resembling the -10 box consensus from 14 to 17 bp, thereby generating a functional σ70 promoter [3, 4, 50, 51]. In all its reported instances, this GGG insertion disrupts a seemingly functional LexA binding site. Therefore, it is likely that the GGG insertion that enables P C2 should simultaneously abolish integrase regulation by LexA. We tested this hypothesis using the E. coli multi-resistant plasmid pMUR050 , which provides an ideal background to test this hypothesis because it harbors two integrons with inactivated copies of the intI1 gene. The promoter regions of both intI genes are almost identical, and differ only in that one (P intI1 -) contains a functional LexA binding site in its promoter, whereas the other (P intI1 +) presents the aforementioned GGG insertion, disrupting the LexA binding site and enabling the P C2 promoter (see Additional file 3). As expected, EMSA confirmed that E. coli LexA is able to bind the P intI1 - promoter, but that the GGG insertion effectively prevents LexA binding on P intI1 + (Figure 3B). Furthermore, RT-PCR in wild-type and lexA-defective backgrounds confirmed that LexA regulation was only present in the IntI1 - integrase carrying the intact LexA binding site, with a strong deregulation (ratio of 6.55) in the lexA mutant (Figure 3B). Thus, the GGG insert not only enables the secondary cassette promoter P C2 , but concomitantly disrupts the LexA binding site of the integrase promoter.
To check whether the GGG insert did in fact lead to the activation of P C2 and increased cassette expression in the pMUR IntI1+ integrase, we compared RT-PCR expression profiles for the first cassette gene of both pMUR integrons. We found that cassette-gene expression was enhanced in the integron containing the GGG insertion, and that this increase was independent of LexA (data not shown). In silico searches for disrupted LexA binding sites found 44 instances of similar GGG inserts in integrons from a wide variety of species (see Additional file 4), all corresponding to class 1 mobile integrons harboring multiple antibiotic-resistance cassettes. Together, these results suggest that LexA regulation may eventually be lost under heavy selection to promote higher basal levels of the antibiotic-resistance transcript.
Ancestral-state reconstruction of LexA regulation and integrase functionality
The presence of confirmed LexA regulation in V. cholerae and V. parahaemolyticus superintegrons suggested that SOS control of intI genes probably originated very early in their evolutionary history. Likewise, the complete absence of LexA binding motifs different from that of E. coli in all the intI promoters analyzed in this study indicated that LexA regulation must have been lost in integrons borne by species without LexA, or in which LexA recognizes a divergent motif [27, 47]. At the same time, there is ample evidence of extensive (10% to 30%) and independent integrase inactivation across the Bacteria domain, implying that loss of integrase functionality may be an adaptive trait under particular selective pressures . In this respect, the evidence of integrase inactivation in bacterial groups in which it is known that LexA does not recognize the E. coli motif [16, 54, 55], such as the Xanthomonadales, suggests that loss of LexA regulation might be linked to mutational inactivation of the integrase gene.
Both parsimony and maximum likelihood (ML) reconstructions of the ancestral state for LexA regulation strongly supported the notion that this feature was present in the common ancestor of bacterial integrons. LexA regulation (Figure 5, filled circles) is pervasive among Vibrio superintegrons and is also widespread within the marine integron radiation. It is also most likely (0.7 likelihood in ML reconstruction, see Additional file 6) that LexA regulation was present in the ancestor of the soil/freshwater radiation, and has been subsequently lost (Figure 5, open circles) in many of its internal clades. A notable exception to this trend are the class 1 and class 3 integrons, in which LexA regulation is still the norm. Our results thus imply that some particular trait in the environment of both chromosomal superintegrons and mobile integrons must be exerting a considerable selective pressure towards preservation of integrase LexA regulation. In the chromosomal integrons of the Vibrionaceae, the most likely source of this pressure is the stabilization of large integrons, which may include essential genes . In mobile integrons, it seems likely that selection might favor integrons that remain largely inactive, but are capable of generating sharp bursts of recombination activity in times of need for evolutionary innovation.
The reconstruction of ancestral states for inferred integrase functionality is relatively congruent with the hypothesis that the loss of LexA regulation might be associated with integrase inactivation (Figure 5; see Additional file 7). Even though there is testimonial evidence of inactivation (Figure 5, dotted lines), integrases from almost all marine species in the tree were found to be active (Figure 5, solid lines). By contrast, integrase inactivation was found to be monophyletic for two soil/freshwater subgroups, hinting at consistent selective pressure towards inactivation.
Phylogenetic distribution of predicted LexA regulation and integrase functionality
To further analyze the correlation between integrase LexA regulation and inactivation, we mapped through reciprocal BLAST searches  the 755 IntI homologs containing sufficient available sequence to assess both traits against the panel of IntI sequences used to reconstruct the phylogenetic tree. Even though reciprocal BLAST provides only a crude estimate of phylogenetic relationship, this mapping process allowed us to observe the apparent frequencies (Figure 5, pie charts) of both traits in the clusters represented by each tree taxon (Figure 5). Overall, the results of this analysis broadly agree with those of the ancestral-state reconstruction, and give further credence to the idea that loss of LexA regulation is associated with integrase inactivation. Nonetheless, close inspection of these results also reveals a complex pattern of phylogenetic distribution for both traits.
Among marine species, LexA regulation of intI genes is clearly prevalent, and loss of LexA regulation is only present in a few instances. One such instance is the V. cholerae SXT integrative-conjugative element (ICE), which harbors a class 4 integrase and for which SOS-dependent transfer has been reported through an indirect path involving the phage-like SetR repressor [37, 38, 61]. In spite of this, mapping results show that five out of the twenty sequences clustering with the V. cholerae SXT integrase have predicted LexA binding sites. These sequences belong to mobile integrases in Alteromonadales species that do not have homology with the SetR transcriptional regulator, suggesting that LexA regulation may have been preserved in the absence of SetR-mediated SOS regulation (see Additional file 8). Another exception is Lutiella nitroferrum, but the absence of predicted LexA sites is not surprising in a member of the Neisseriaceae, because all the sequenced members of this family lack a lexA gene . A similar reasoning applies to another exception, Rhodopirellula baltica, because it is known that the LexA of Planctomycetes does not recognize the conventional E. coli LexA binding motif .
Conversely, loss of LexA regulation seems to be the norm among soil and freshwater species harboring chromosomal integrons. In most cases, this loss of regulation has an obvious explanation. Some families, such as the Nitrosomonadaceae and the Chromatiaceae, simply do not possess any LexA homologs, Thus explaining the absence of any LexA binding sites upstream of their intI genes . A similar argument can be made for the Xanthomonadaceae, in which neither of the two identified LexA proteins recognizes the β/γ-Proteobacteria LexA binding motif , and for the Spirochetes, the δ-Proteobacteria and the Cyanobacteria, in which LexA also recognizes divergent motifs [48, 62, 63]. However, reciprocal BLAST mapping indicates that there is residual LexA regulation persisting within several of these groups. The M. flagellatus cluster, for instance, has six out of thirty-two mapped sequences with predicted LexA binding sites. Careful examination reveals that, in this and all other cases of residual LexA regulation of soil/freshwater bacterial integrons, regulated integrases turn out to be harbored by a β/γ-Proteobacteria species or originate from environmental samples (see Additional file 9). This strongly suggests that, for the most part, LexA regulation is positively maintained when a suitable genomic background (a compatible lexA gene encoding a repressor that recognizes the β/γ-Proteobacteria motif) is available.
Several factors explain partly the absence of LexA binding motifs, other than the β/γ-Proteobacteria motif, regulating integron integrases. An obvious explanation is the lack of evolutionary time to develop such motifs. This is manifestly true for many mobile integrons subject to lateral gene transfer. Indeed, predicted β/γ-Proteobacteria LexA binding sites can still be seen in the mobile integrons harbored by species from distant phyla, such as the Actinobacteria. Integrase inactivation is another mechanism that several groups, such as those of the Xanthomonadales, seem to have evolved to compensate for unregulated integrase expression . Even though this constitutes a general trend (Figure 4) and functionality can be temporarily restored through non-native recombination, the observed correlation is moderate (Pearson r = 0.58***). Moreover, integrase functionality has been assayed experimentally in several soil/freshwater chromosomal integrons in which the integrase is clearly not regulated [64, 65], suggesting that additional mechanisms must be at play.
Class 1 and 3 mobile integron integrases depart sharply from the trend towards loss of LexA regulation that is seen among soil/freshwater integrons. Reciprocal BLAST mapping supports the results of ancestral-state reconstruction methods, providing ample support for the persistence of LexA regulation in these well-sampled mobile integron classes. In addition, the high percentages of LexA regulation seen in both these integron classes (81% and 64%, respectively) are consistent with high percentages of predicted regulation in the marine mobile integrons of classes 2 and 5 (84% and 89%, respectively; Figure 5). Beyond its fundamental relevance to bacterial adaptation, the high prevalence of predicted LexA regulation of mobile integron integrases has serious clinical implications, as it establishes a generic system for genetic interchange under control of a general stress response shared by a large group of human and animal pathogens. Furthermore, bacterial conjugation has been shown recently to induce the SOS response, triggering integrase-mediated cassette recombination, in recipient bacteria . In this setting, it is important to note that integron cassettes encoding resistance to several antibiotics known to induce the SOS response, such as trimethoprim, quinolones and β-lactams, are common today [5, 67]. This suggests that the indirect triggering effect of these antibiotics on the capture of resistance cassettes may have resulted in a very efficient selection mechanism.
A less obvious consequence of integrase SOS regulation in clinically relevant mobile integrons is its repercussion on antibiotic-resistance policies. Current policies rely largely on the detrimental effects that most resistance mechanisms inflict on bacteria, which eventually lead to loss of resistance genes in the absence of antibiotic exposure . Because most cassettes are promoterless, the most ancient cassettes (located at the distal part of the integron) are subject to severe polar effects, leading to rare or non-existent protein products (Figure 1) . In this context, the incorporation of SOS regulation in integrons puts forward a mechanism by which antibiotic-resistance genes and other useful adaptations can be silently set aside, while current adaptive traits are maintained. In time of stress, such as exposure to antibiotics, the relevant resistance cassettes can be called upon by integrase-mediated translocation, and thus selected for only when their expression is required. Furthermore, the cassette genes that have been temporarily relegated to distal positions in integrons may also sustain increased evolution rates, generating a substantial pool of variability from which to draw on when the appropriate selective pressures resurface .
Reciprocal BLAST mapping also shows that predicted integrase inactivation is very common among soil/freshwater bacteria, coinciding with a prevailing loss of putative LexA regulation. Nonetheless, predicted integrase inactivation is also relatively common in marine species. Even though the predicted integrase inactivation correlates well with reduced LexA regulation (Figure 4), there are notable outliers to this trend in both radiations. For instance, among mobile class 5 integrons, only 44% of mapped integrases seem to be functional, despite predicted LexA regulation in 89% of them. The opposite is also true; many mobile integrons with putatively functional integrases have disrupted, absent or non-native LexA binding sites. This suggests that lack of LexA regulation can be tolerated or selected for when it provides adaptive benefit. We have shown here that in some mobile class 1 integrons, the LexA binding site has been disrupted by a GGG insertion that drastically increases the expression of antibiotic-resistance cassettes (Figure 3). In a similar vein, it seems likely that sustained integrase activity (with its associated shuffling of gene cassettes [21, 25]) must be preferable to permanent inactivation under the shifting selective environments associated with clinical environments and mobile integrons. This would explain why integrase inactivation is not seen as frequently in mobile integron classes associated with clinical settings, in spite of their dissemination into bacterial species that do not harbor a lexA gene capable of regulating the preset LexA binding site.
Overall, however, the pattern of integrase inactivation is broadly in agreement with that reported previously . In fact, we found a higher proportion (46%) of inactivated IntI proteins than that reported previously , indicating that integrase inactivation is a pervasive phenomenon and typically correlated with loss of LexA regulation. Hence, our findings suggest that putative integrase inactivation is the main mechanism evolved to deal with lack of LexA regulation, but it seems likely that other factors must provide heightened tolerance to unregulated integrase activity in soil/freshwater bacteria. Smaller integron sizes and lessened integrase activity may both contribute to make unregulated integrase expression more tolerable, but regulation by an alternative transcription factor is an obvious possibility that needs to be carefully explored. This is particularly true because most integrase functionality assays have been carried out in a non-native context [64, 65] and may thus have missed regulatory effects. The quest to define precisely the multiple mechanisms behind this adaption is an important goal, because the lack of a mechanism to mitigate the effects of integrase activity upon loss of LexA regulation may well lie at the root of the intriguing absence of chromosomal integrons from many bacterial phyla .
The results presented here illustrate the extent of SOS regulation of integron integrases, and provide several important clues to the evolution of this regulation and to the evolution of bacterial integrons. The combination of in silico and in vivo assays allows us to conclude that LexA regulation was probably present in the primordial integron and that its loss may be linked to a number of factors, including inactivation of the integrase gene and enhancement of resistance cassettes expression. Our findings have important clinical implications for the evolution of antibiotic resistance, and suggest that the emergence of mechanisms to palliate unregulated integrase expression may provide an explanation for the uneven distribution of integrons across the Bacteria domain.
Data mining and preprocessing
A custom set of scripts was developed in BioPhyton to search for intI homologs on NCBI GenBank databases (NR, ENV and WGS). The scripts retrieved and re-annotated both the intI coding sequences and their corresponding upstream sequences. The scripts used the whole VchIntIA protein sequence (AAC38424) and its IntI specific domain  (positions 186 to 245 in VchIntIA) as a query for a TBLASTN search. To limit the number of false positives, a cut-off e-value of 10-5 was set, and only sequences matching both queries were retrieved.
TBLASTN results were used to identify frameshift and deletion events of up to 100 bp. Larger events where not considered. The nucleotide sequences spanning the full length of the processed hits and 1 kb upstream of the hit start were recovered. Conceptual translations of these sequences (corrected for frameshift when necessary) were then used to search a curated reference panel using BLASTP. The reference panel comprised 43 phylogenetically diverse IntI proteins, phage integrases and XerCD recombinases. The reference sequence of the best reciprocal hit was used to consistently re-annotate the start and stop points of all retrieved sequences, thereby allowing homogenization of the dataset and efficient detection of in-frame premature stop codons. Sequences with a best reciprocal hit not belonging to the IntI family (that is, phage integrases and XerCD recombinases) were removed from further analysis. Similarly, all IntI homologs lacking a significant amount of coding sequence at both ends of the predicted coding region (+30 bp downstream of the start codon and -90 bp upstream of stop codon) were also removed from further analysis. Duplicates resulting from the use of partially redundant databases were removed, defining duplicates as two sequences having the same sequences, coordinates and NCBI taxonomical assignment, and the same strain or plasmid number when applicable. The final annotated dataset comprised 1,483 sequences, and is available online as supplementary material in both GenBank (.GBK) and spreadsheet-compatible (.XLS) format (see Additional file 10, see Additional file 11).
Assessment of protein functionality
Integrase functionality was assessed systematically using a custom rule-based system operating on aligned IntI sequences. To generate functional rules to detect inactivation, we analyzed published structural and mutational studies of both the chromosomal V. cholerae IntI4 and the mobile IntI1 integron integrases [22, 70–74]. From this analysis, we identified a list of five essential residues in the catalytic site that cannot be mutated (R135, K160, H267, R270, H293, Y302; positions relative to the V. cholerae IntIA sequence), and eight residues essential for binding, for which only a limited range of substitutions is likely to be tolerated (L202 (→LIVM), P203 (→PST), K209, Y210 (→YFWH), P211 (→PRQ), R239 (→KRH), H240 (→KRH), H241 (→KRH); positions again relative to the V. cholerae IntIA sequence).
A multiple alignment of all IntI sequences in the reference panel was generated using MUSCLE software http://www.drive5.com/muscle/ with an opening gap penalty of -20, and otherwise standard parameters . This alignment was used to propagate the functional rules defined on the VchIntIA sequence towards the reference panel IntI sequences. The consistency of this propagation was reviewed manually. Pairwise alignments of all the TBLASTN identified homologs with their corresponding best hits were used to further propagate the functional model and allow a decision on whether each particular protein should be considered functional. IntI sequences containing an internal stop, a frameshift and/or any number of inactivating mutations were tagged as 'non-functional'. If either the start or stop of sequence was unavailable (see above), the functionality of the corresponding protein was tagged as 'unknown'. Otherwise, the protein was considered functional by default.
The automated rule-based system was evaluated against a reference set of integron integrase sequences for which activity has been experimentally assessed [64, 65, 76–80]. This reference set encompasses active and inactive integrases from both marine and soil/freshwater chromosomal integrons, and class 1, 2 and 3 mobile integrons. The rule-based system was able to correctly predict integrase activity in all these cases. In addition, it also detected all indels, frameshift and nonsense mutations that have been reported previously in independent studies as leading to integrase inactivation [16, 53].
In silico searches for LexA binding sites
The presence of LexA binding sites on all the retrieved intI homolog sequences was assessed by scanning them using xFITOM http://compbio.umbc.edu/2280/, a generic program for binding site search in genomic sequences [81, 82]. Searches were conducted using the R i index  and a motif-normalized threshold as reported previously . Identified sites were considered 'w/functional box' if located within -100 or +50 bp of the re-annotated intI start codon. When the sequence in the specified range was not fully available, this feature was tagged as 'unknown'. Searches were conducted using the 15 different LexA binding motifs reported to date , which include those of largely sampled phylogenetic groups, such as the Firmicutes, the Actinobacteria, the Cyanobacteira or the Alpha Proteobacteria [62, 85–87]. We also identified, and specifically searched for, a particular motif consisting of a LexA binding site inactivated by the insertion of a GGG triplet. These sites are referred to as 'broken', and were categorized as 'without functional box'. The results of integrase functionality and LexA binding site searches are fully annotated on the main dataset files (see Additional file 10, see Additional file 11).
Alignments of the reference-panel protein sequences were carried out using a combined procedure to improve alignment quality as described previously . Protein sequences were first aligned with CLUSTALW (version1.83; http://www.ebi.ac.uk/Tools/msa/clustalw2/ using Gonnet matrices and default , twenty-five and five gap-opening penalties for the multiple alignment stage, thus generating three different alignments. These three different alignments, together with a local alignment generated by the T-COFFEE Lalign method, were integrated as libraries into T-COFFEE (version 1.37; http://www.ebi.ac.uk/Tools/msa/tcoffee/ for optimization. The optimized alignment was then processed with Gblocks (version 0.91b; http://molevol.cmima.csic.es/castresana/Gblocks.html with the half-gaps setting and otherwise default parameters to select conserved positions and discard poorly aligned and phylogenetically unreliable information. Phylogenetic analyses were then carried out using MrBayes (version 3.1.1; http://mrbayes.csit.fsu.edu/ and PHYML version 2.4.1; http://code.google.com/p/phyml/ for Bayesian inference of tree topologies as reported previously . A mixed four-category γ distributed rate plus proportion of invariable sites model [invgamma] was applied and its parameters were estimated independently by the program. Eight independent MrBayes Metropolis-Coupled Markov Chain Monte Carlo runs were carried out with four independent chains for 106 generations. The resulting phylogenetic trees were plotted with TreeView (version 1.6.6; http://taxonomy.zoology.gla.ac.uk/rod/treeview.html and edited for presentation using CorelDraw Graphic Suite (version 12; Corel Corp., Fremont, CA, USA).
Ancestral-state reconstruction was conducted with the Mesquite ancestral-state reconstruction package (Mesquite Software Inc., Austin, TX, USA)  using the majority-rule consensus tree generated by MrBayes. The results of in silico searches for LexA binding sites were mapped into a discrete (1/0/?) character for each taxon of the tree. Reconstruction of LexA binding site presence was first carried out using the ML reconstruction method [95, 96] and the AsymmMk model (Asymmetrical Markov k-state two-parameter model), estimating asymmetric rates of change between characters. The estimated rates (0.145 forward, 0.813 backward) were then converted into parsimony steps by direct inversion (6.89, 1.23), and used to generate the step matrix for parsimony reconstruction . The results from in silico integrase functionality assessment were also mapped into a discrete (1/0/?) character for each taxon. Ancestral-state reconstruction for this character was carried out using both an ordered parsimony model and AsymmMk-based maximum-likelihood model. The results of both reconstruction methods were broadly in agreement (see Additional file 7), but for clarity, only parsimony results are superimposed on Figure 5.
The V. parahaemolyticus and E. coli lexA genes were amplified using suitable primers (see Additional file 12) and cloned into a pET15b vector (see Additional file 13). Overexpression and purification of the corresponding LexA protein was performed as described previously for other LexA proteins . Each DNA probe was constructed using two complementary 100 bp synthetic oligonucleotides (see Additional file 12). EMSA experiments were performed as described previously , using 80 nmol/l V. parahaemolyticus LexA or 200 nmol/l of E.coli LexA protein and 20 ng of each DIG-marked DNA probe in the binding mixture. For EMSA competitive assays, 200 fold of either specific or non-specific non-labeled DNA was added to the binding mixture. In all cases, samples were loaded onto 6% non-denaturing Tris-glycine polyacrylamide gels. Digoxigenin-labeled DNA-protein complexes were detected using the manufacturer's protocol (Roche Applied Science, Indianapolis, IN, USA).
RNA extraction and RT-PCR
RT-PCR experiments were performed (Titan One Tube RT-PCR System; Roche) with suitable oligonucleotides (see Additional file 12 for list), following the manufacturer's instructions. Real-time quantitative RT-PCR analysis of total RNA was carried out in a PCR system, (LightCycler; Roche), using a commercial kit (LCRNA Master SYBR Green I Kitl Roche) according to the manufacturer's instructions. Transcription of pMUR050 intID1 and intID2 genes (under control of P intI1 - and P intI1 +, respectively) was determined in wild-type E. coli K12 and in a lexA-defective strain (UA6189). Both strains contained either the pUA1105 (intA1) or the pUA1106 (intA2) plasmid. Expression of the V. parahaemolyticus intI gene was tested in the ATCC17802 wild-type strain and in a lexA-defective strain (UA10001) (see Additional file 13). In both cases, expression of the recA gene was used as the positive control, and the mRNA concentration for each gene was normalized to that of the housekeeping dxs gene. The expression factor was calculated as the ratio of the relative mRNA concentration for each gene in the corresponding lexA mutant strain with respect to that in the wild type. In each case, the mean value from three independent experiments (each in triplicate) was calculated. Strains UA6189 and UA10001 were constructed, respectively, using the Lambda-Red recombinase system  or the marker exchange procedure, as described previously .
This work wmas supported by grants from the Ministère de la Recherche et de l'Enseignement supérieur, the Conseil Régional du Limousin, the Fondation pour la Recherche Médicale (FRM) and from the Institut National de la Santé et de la Recherche Médicale (Inserm) for the Ploy laboratory; by the Institut Pasteur, the Centre National de la Recherche Scientifique (CNRS URA 2171), the FRM and the EU (NoE EuroPathoGenomics, LSHB-CT-2005-512061), for the Mazel laboratory; and by grants BFU2008-01078/BMC from the Ministerio de Ciencia e Innovación de España and 2009SGR-1106 from the Generalitat de Catalunya, for the Barbé laboratory. NSA was supported by the Fundació Cellex at the Erill laboratory.
We thank Mike C. O'Neill for his careful reading and comments on the different versions of this manuscript. We also thank Nicholas Friedman for his assistance in ancestral-state reconstruction techniques.
- Stokes HW, Hall RM: A novel family of potentially mobile DNA elements encoding site-specific gene-integration functions: integrons. Molecular microbiology. 1989, 3: 1669-1683. 10.1111/j.1365-2958.1989.tb00153.x.View ArticlePubMedGoogle Scholar
- Collis CM, Kim MJ, Stokes HW, Hall RM: Integron-encoded IntI integrases preferentially recognize the adjacent cognate attI site in recombination with a 59-be site. Molecular microbiology. 2002, 46: 1415-1427. 10.1046/j.1365-2958.2002.03260.x.View ArticlePubMedGoogle Scholar
- Levesque C, Brassard S, Lapointe J, Roy PH: Diversity and relative strength of tandem promoters for the antibiotic-resistance genes of several integrons. Gene. 1994, 142: 49-54. 10.1016/0378-1119(94)90353-0.View ArticlePubMedGoogle Scholar
- Collis CM, Hall RM: Expression of antibiotic resistance genes in the integrated cassettes of integrons. Antimicrobial agents and chemotherapy. 1995, 39: 155-162.PubMed CentralView ArticlePubMedGoogle Scholar
- Rowe-Magnus DA, Mazel D: The role of integrons in antibiotic resistance gene capture. Int J Med Microbiol. 2002, 292: 115-125. 10.1078/1438-4221-00197.View ArticlePubMedGoogle Scholar
- Fluit AC, Schmitz FJ: Resistance integrons and super-integrons. Clin Microbiol Infect. 2004, 10: 272-288. 10.1111/j.1198-743X.2004.00858.x.View ArticlePubMedGoogle Scholar
- Partridge SR, Tsafnat G, Coiera E, Iredell JR: Gene cassettes and cassette arrays in mobile resistance integrons. FEMS microbiology reviews. 2009, 33: 757-784. 10.1111/j.1574-6976.2009.00175.x.View ArticlePubMedGoogle Scholar
- Cambray G, Guerout AM, Mazel D: Integrons. Annual review of genetics. 2010, 44: 141-166. 10.1146/annurev-genet-102209-163504.View ArticlePubMedGoogle Scholar
- Mazel D: Integrons: agents of bacterial evolution. Nature reviews. 2006, 4: 608-620. 10.1038/nrmicro1462.PubMedGoogle Scholar
- Boucher Y, Labbate M, Koenig JE, Stokes HW: Integrons: mobilizable platforms that promote genetic diversity in bacteria. Trends in microbiology. 2007, 15: 301-309. 10.1016/j.tim.2007.05.004.View ArticlePubMedGoogle Scholar
- Mazel D, Dychinco B, Webb VA, Davies J: A distinctive class of integron in the Vibrio cholerae genome. Science (New York, NY). 1998, 280: 605-608. 10.1126/science.280.5363.605.View ArticleGoogle Scholar
- Rowe-Magnus DA, Guerout AM, Mazel D: Super-integrons. Research in microbiology. 1999, 150: 641-651. 10.1016/S0923-2508(99)00127-8.View ArticlePubMedGoogle Scholar
- Rowe-Magnus DA, Guerout AM, Ploncard P, Dychinco B, Davies J, Mazel D: The evolutionary history of chromosomal super-integrons provides an ancestry for multiresistant integrons. Proceedings of the National Academy of Sciences of the United States of America. 2001, 98: 652-657. 10.1073/pnas.98.2.652.PubMed CentralView ArticlePubMedGoogle Scholar
- Vaisvila R, Morgan RD, Posfai J, Raleigh EA: Discovery and distribution of super-integrons among pseudomonads. Molecular microbiology. 2001, 42: 587-601.View ArticlePubMedGoogle Scholar
- Rowe-Magnus DA, Guerout AM, Biskri L, Bouige P, Mazel D: Comparative analysis of superintegrons: engineering extensive genetic diversity in the Vibrionaceae. Genome research. 2003, 13: 428-442. 10.1101/gr.617103.PubMed CentralView ArticlePubMedGoogle Scholar
- Gillings MR, Holley MP, Stokes HW, Holmes AJ: Integrons in Xanthomonas: a source of species genome diversity. Proceedings of the National Academy of Sciences of the United States of America. 2005, 102: 4419-4424. 10.1073/pnas.0406620102.PubMed CentralView ArticlePubMedGoogle Scholar
- Rowe-Magnus DA, Guerout AM, Mazel D: Bacterial resistance evolution by recruitment of super-integron gene cassettes. Molecular microbiology. 2002, 43: 1657-1669. 10.1046/j.1365-2958.2002.02861.x.View ArticlePubMedGoogle Scholar
- Melano R, Petroni A, Garutti A, Saka HA, Mange L, Pasteran F, Rapoport M, Rossi A, Galas M: New carbenicillin-hydrolyzing beta-lactamase (CARB-7) from Vibrio cholerae non-O1, non-O139 strains encoded by the VCR region of the V. cholerae genome. Antimicrobial agents and chemotherapy. 2002, 46: 2162-2168. 10.1128/AAC.46.7.2162-2168.2002.PubMed CentralView ArticlePubMedGoogle Scholar
- Petroni A, Melano RG, Saka HA, Garutti A, Mange L, Pasteran F, Rapoport M, Miranda M, Faccone D, Rossi A, Hoffman PS, Galas MF: CARB-9, a carbenicillinase encoded in the VCR region of Vibrio cholerae non-O1, non-O139 belongs to a family of cassette-encoded beta-lactamases. Antimicrobial agents and chemotherapy. 2004, 48: 4042-4046. 10.1128/AAC.48.10.4042-4046.2004.PubMed CentralView ArticlePubMedGoogle Scholar
- Le Roux F, Zouine M, Chakroun N, Binesse J, Saulnier D, Bouchier C, Zidane N, Ma L, Rusniok C, Lajus A, Buchrieser C, Médigue C, Polz MF, Mazel D: Genome sequence of Vibrio splendidus: an abundant planctonic marine species with a large genotypic diversity. Environmental microbiology. 2009, 11: 1959-1970. 10.1111/j.1462-2920.2009.01918.x.View ArticlePubMedGoogle Scholar
- Labbate M, Boucher Y, Joss MJ, Michael CA, Gillings MR, Stokes HW: Use of chromosomal integron arrays as a phylogenetic typing system for Vibrio cholerae pandemic strains. Microbiology (Reading, England). 2007, 153: 1488-1498. 10.1099/mic.0.2006/001065-0.View ArticleGoogle Scholar
- MacDonald D, Demarre G, Bouvier M, Mazel D, Gopaul DN: Structural basis for broad DNA-specificity in integron recombination. Nature. 2006, 440: 1157-1162. 10.1038/nature04643.View ArticlePubMedGoogle Scholar
- Bouvier M, Ducos-Galand M, Loot C, Bikard D, Mazel D: Structural features of single-stranded integron cassette attC sites and their role in strand selection. PLoS genetics. 2009, 5: e1000632-10.1371/journal.pgen.1000632.PubMed CentralView ArticlePubMedGoogle Scholar
- Bouvier M, Demarre G, Mazel D: Integron cassette insertion: a recombination process involving a folded single strand substrate. The EMBO journal. 2005, 24: 4356-4367. 10.1038/sj.emboj.7600898.PubMed CentralView ArticlePubMedGoogle Scholar
- Guerin E, Cambray G, Sanchez-Alberola N, Campoy S, Erill I, Da Re S, Gonzalez-Zorn B, Barbe J, Ploy M-C, Mazel D: The SOS Response Controls Integron Recombination. Science. 2009, 324: 1034-10.1126/science.1172914.View ArticlePubMedGoogle Scholar
- Walker GC: Mutagenesis and inducible responses to deoxyribonucleic acid damage in Escherichia coli. Microbiol Rev. 1984, 48: 60-93.PubMed CentralPubMedGoogle Scholar
- Erill I, Campoy S, Barbe J: Aeons of distress: an evolutionary perspective on the bacterial SOS response. FEMS microbiology reviews. 2007, 31: 637-656. 10.1111/j.1574-6976.2007.00082.x.View ArticlePubMedGoogle Scholar
- Aertsen A, Michiels CW: Upstream of the SOS response: figure out the trigger. Trends in microbiology. 2006, 14: 421-423. 10.1016/j.tim.2006.08.006.View ArticlePubMedGoogle Scholar
- Sassanfar M, Roberts JW: Nature of the SOS-inducing signal in Escherichia coli. The involvement of DNA replication. Journal of molecular biology. 1990, 212: 79-96. 10.1016/0022-2836(90)90306-7.View ArticlePubMedGoogle Scholar
- Little JW: Mechanism of specific LexA cleavage: autodigestion and the role of RecA coprotease. Biochimie. 1991, 73: 411-421. 10.1016/0300-9084(91)90108-D.View ArticlePubMedGoogle Scholar
- Fernandez De Henestrosa AR, Ogi T, Aoyagi S, Chafin D, Hayes JJ, Ohmori H, Woodgate R: Identification of additional genes belonging to the LexA regulon in Escherichia coli. Molecular microbiology. 2000, 35: 1560-1572.View ArticlePubMedGoogle Scholar
- Waldor MK, Friedman DI: Phage regulatory circuits and virulence gene expression. Current opinion in microbiology. 2005, 8: 459-465. 10.1016/j.mib.2005.06.001.View ArticlePubMedGoogle Scholar
- Quinones M, Davis BM, Waldor MK: Activation of the Vibrio cholerae SOS response is not required for intestinal cholera toxin production or colonization. Infection and immunity. 2006, 74: 927-930. 10.1128/IAI.74.2.927-930.2006.PubMed CentralView ArticlePubMedGoogle Scholar
- Kimmitt PT, Harwood CR, Barer MR: Toxin gene expression by shiga toxin-producing Escherichia coli: the role of antibiotics and the bacterial SOS response. Emerging infectious diseases. 2000, 6: 458-465. 10.3201/eid0605.000503.PubMed CentralView ArticlePubMedGoogle Scholar
- Aleshkin GI, Kadzhaev KV, Markov AP: High and low UV-dose responses in SOS-induction of the precise excision of transposons tn1, Tn5 and Tn10 in Escherichia coli. Mutation research. 1998, 401: 179-191.View ArticlePubMedGoogle Scholar
- Ubeda C, Maiques E, Knecht E, Lasa I, Novick RP, Penades JR: Antibiotic-induced SOS response promotes horizontal dissemination of pathogenicity island-encoded virulence factors in staphylococci. Molecular microbiology. 2005, 56: 836-844. 10.1111/j.1365-2958.2005.04584.x.View ArticlePubMedGoogle Scholar
- Kelley WL: Lex marks the spot: the virulent side of SOS and a closer look at the LexA regulon. Molecular microbiology. 2006, 62: 1228-1238. 10.1111/j.1365-2958.2006.05444.x.View ArticlePubMedGoogle Scholar
- Beaber JW, Hochhut B, Waldor MK: SOS response promotes horizontal dissemination of antibiotic resistance genes. Nature. 2004, 427: 72-74. 10.1038/nature02241.View ArticlePubMedGoogle Scholar
- Phillips I, Culebras E, Moreno F, Baquero F: Induction of the SOS response by new 4-quinolones. The Journal of antimicrobial chemotherapy. 1987, 20: 631-638. 10.1093/jac/20.5.631.View ArticlePubMedGoogle Scholar
- Miller C, Thomsen LE, Gaggero C, Mosseri R, Ingmer H, Cohen SN: SOS response induction by beta-lactams and bacterial defense against antibiotic lethality. Science (New York, NY). 2004, 305: 1629-1631. 10.1126/science.1101630.View ArticleGoogle Scholar
- Maiques E, Ubeda C, Campoy S, Salvador N, Lasa I, Novick RP, Barbe J, Penades JR: beta-lactam antibiotics induce the SOS response and horizontal transfer of virulence factors in Staphylococcus aureus. Journal of bacteriology. 2006, 188: 2726-2729. 10.1128/JB.188.7.2726-2729.2006.PubMed CentralView ArticlePubMedGoogle Scholar
- Goerke C, Koller J, Wolz C: Ciprofloxacin and trimethoprim cause phage induction and virulence modulation in Staphylococcus aureus. Antimicrobial agents and chemotherapy. 2006, 50: 171-177. 10.1128/AAC.50.1.171-177.2006.PubMed CentralView ArticlePubMedGoogle Scholar
- Avison MB: New approaches to combating antimicrobial drug resistance. Genome biology. 2005, 6: 243-10.1186/gb-2005-6-13-243.PubMed CentralView ArticlePubMedGoogle Scholar
- Michael CA, Gillings MR, Holmes AJ, Hughes L, Andrew NR, Holley MP, Stokes HW: Mobile gene cassettes: a fundamental resource for bacterial evolution. The American naturalist. 2004, 164: 1-12. 10.1086/421733.View ArticlePubMedGoogle Scholar
- Tapias A, Barbe J: Mutational analysis of the Rhizobium etli recA operator. Journal of bacteriology. 1998, 180: 6325-6331.PubMed CentralPubMedGoogle Scholar
- Campoy S, Fontes M, Padmanabhan S, Cortes P, Llagostera M, Barbe J: LexA-independent DNA damage-mediated induction of gene expression in Myxococcus xanthus. Molecular microbiology. 2003, 49: 769-781.View ArticlePubMedGoogle Scholar
- Mazon G, Erill I, Campoy S, Cortes P, Forano E, Barbe J: Reconstruction of the evolutionary history of the LexA-binding sequence. Microbiology. 2004, 150: 3783-3795. 10.1099/mic.0.27315-0.View ArticlePubMedGoogle Scholar
- Jara M, Nunez C, Campoy S, Fernandez de Henestrosa AR, Lovley DR, Barbe J: Geobacter sulfurreducens has two autoregulated lexA genes whose products do not bind the recA promoter: differing responses of lexA and recA to DNA damage. Journal of bacteriology. 2003, 185: 2493-2502. 10.1128/JB.185.8.2493-2502.2003.PubMed CentralView ArticlePubMedGoogle Scholar
- Campoy S, Salvador N, Cortes P, Erill I, Barbe J: Expression of canonical SOS genes is not under LexA repression in Bdellovibrio bacteriovorus. Journal of bacteriology. 2005, 187: 5367-5375. 10.1128/JB.187.15.5367-5375.2005.PubMed CentralView ArticlePubMedGoogle Scholar
- Kim T-E, Kwon H-J, Cho S-H, Kim S, Lee B-K, Yoo H-S, Park Y-H, Kim S-J: Molecular differentiation of common promoters in Salmonella class 1 integrons. Journal of Microbiological Methods. 2007, 68: 453-457. 10.1016/j.mimet.2006.09.019.View ArticlePubMedGoogle Scholar
- Jove T, Da Re S, Denis F, Mazel D, Ploy MC: Inverse correlation between promoter strength and excision activity in class 1 integrons. PLoS genetics. 2010, 6: e1000793-10.1371/journal.pgen.1000793.PubMed CentralView ArticlePubMedGoogle Scholar
- Gonzalez-Zorn B, Catalan A, Escudero JA, Dominguez L, Teshager T, Porrero C, Moreno MA: Genetic basis for dissemination of armA. The Journal of antimicrobial chemotherapy. 2005, 56: 583-585. 10.1093/jac/dki246.View ArticlePubMedGoogle Scholar
- Nemergut DR, Robeson MS, Kysela RF, Martin AP, Schmidt SK, Knight R: Insights and inferences about integron evolution from genomic data. BMC genomics. 2008, 9: 261-10.1186/1471-2164-9-261.PubMed CentralView ArticlePubMedGoogle Scholar
- Yang MK, Yang YC, Hsu CH: Characterization of Xanthomonas axonopodis pv. citri LexA: recognition of the LexA binding site. Mol Genet Genomics. 2002, 268: 477-487. 10.1007/s00438-002-0754-6.View ArticlePubMedGoogle Scholar
- Campoy S, Mazon G, Fernandez de Henestrosa AR, Llagostera M, Monteiro PB, Barbe J: A new regulatory DNA motif of the gamma subclass Proteobacteria: identification of the LexA protein binding site of the plant pathogen Xylella fastidiosa. Microbiology (Reading, England). 2002, 148: 3583-3597.View ArticleGoogle Scholar
- Diaz-Mejia JJ, Amabile-Cuevas CF, Rosas I, Souza V: An analysis of the evolutionary relationships of integron integrases, with emphasis on the prevalence of class 1 integrons in Escherichia coli isolates from clinical and environmental origins. Microbiology (Reading, England). 2008, 154: 94-102. 10.1099/mic.0.2007/008649-0.View ArticleGoogle Scholar
- Boucher Y, Nesbo CL, Joss MJ, Robinson A, Mabbutt BC, Gillings MR, Doolittle WF, Stokes HW: Recovery and evolutionary analysis of complete integron gene cassette arrays from Vibrio. BMC Evolutionary Biology. 2006, 6: 3-10.1186/1471-2148-6-3.PubMed CentralView ArticlePubMedGoogle Scholar
- Larouche A, Roy PH: Analysis by mutagenesis of a chromosomal integron integrase from Shewanella amazonensis SB2BT. Journal of bacteriology. 2009, 191: 1933-1940. 10.1128/JB.01537-08.PubMed CentralView ArticlePubMedGoogle Scholar
- Gillings M, Boucher Y, Labbate M, Holmes A, Krishnan S, Holley M, Stokes HW: The evolution of class 1 integrons and the rise of antibiotic resistance. Journal of bacteriology. 2008, 190: 5095-5100. 10.1128/JB.00152-08.PubMed CentralView ArticlePubMedGoogle Scholar
- Fuchsman CA, Rocap G: Whole-genome reciprocal BLAST analysis reveals that planctomycetes do not share an unusually large number of genes with Eukarya and Archaea. Applied and environmental microbiology. 2006, 72: 6841-6844. 10.1128/AEM.00429-06.PubMed CentralView ArticlePubMedGoogle Scholar
- Beaber JW, Waldor MK: Identification of operators and promoters that control SXT conjugative transfer. Journal of bacteriology. 2004, 186: 5945-5949. 10.1128/JB.186.17.5945-5949.2004.PubMed CentralView ArticlePubMedGoogle Scholar
- Mazon G, Lucena JM, Campoy S, Fernandez de Henestrosa AR, Candau P, Barbe J: LexA-binding sequences in Gram-positive and cyanobacteria are closely related. Mol Genet Genomics. 2004, 271: 40-49. 10.1007/s00438-003-0952-x.View ArticlePubMedGoogle Scholar
- Cune J, Cullen P, Mazon G, Campoy S, Adler B, Barbe J: The Leptospira interrogans lexA gene is not autoregulated. Journal of bacteriology. 2005, 187: 5841-5845. 10.1128/JB.187.16.5841-5845.2005.PubMed CentralView ArticlePubMedGoogle Scholar
- Holmes AJ, Holley MP, Mahon A, Nield B, Gillings M, Stokes HW: Recombination activity of a distinctive integron-gene cassette system associated with Pseudomonas stutzeri populations in soil. Journal of bacteriology. 2003, 185: 918-928. 10.1128/JB.185.3.918-928.2003.PubMed CentralView ArticlePubMedGoogle Scholar
- Leon G, Roy PH: Excision and integration of cassettes by an integron integrase of Nitrosomonas europaea. Journal of bacteriology. 2003, 185: 2036-2041. 10.1128/JB.185.6.2036-2041.2003.PubMed CentralView ArticlePubMedGoogle Scholar
- Baharoglu Z, Bikard D, Mazel D: Conjugative DNA transfer induces the bacterial SOS response and promotes antibiotic resistance development through integron activation. PLoS genetics. 2010, 6: e1001165-10.1371/journal.pgen.1001165.PubMed CentralView ArticlePubMedGoogle Scholar
- Fonseca EL, Dos Santos Freitas F, Vieira VV, Vicente AC: New qnr Gene Cassettes Associated with Superintegron Repeats in Vibrio cholerae O1. Emerging infectious diseases. 2008, 14: 1129-1131. 10.3201/eid1407.080132.PubMed CentralView ArticlePubMedGoogle Scholar
- Andersson DI, Levin BR: The biological cost of antibiotic resistance. Current opinion in microbiology. 1999, 2: 489-493. 10.1016/S1369-5274(99)00005-3.View ArticlePubMedGoogle Scholar
- Gupta RD, Tawfik DS: Directed enzyme evolution via small and effective neutral drift libraries. Nature methods. 2008, 5: 939-942. 10.1038/nmeth.1262.View ArticlePubMedGoogle Scholar
- Messier N, Roy PH: Integron integrases possess a unique additional domain necessary for activity. Journal of bacteriology. 2001, 183: 6699-6706. 10.1128/JB.183.22.6699-6706.2001.PubMed CentralView ArticlePubMedGoogle Scholar
- Johansson C, Boukharta L, Eriksson J, Aqvist J, Sundstrom L: Mutagenesis and homology modeling of the Tn21 integron integrase IntI1. Biochemistry. 2009, 48: 1743-1753. 10.1021/bi8020235.View ArticlePubMedGoogle Scholar
- Gravel A, Messier N, Roy PH: Point mutations in the integron integrase IntI1 that affect recombination and/or substrate recognition. Journal of bacteriology. 1998, 180: 5437-5442.PubMed CentralPubMedGoogle Scholar
- Demarre G, Frumerie C, Gopaul DN, Mazel D: Identification of key structural determinants of the IntI1 integron integrase that influence attC × attI1 recombination efficiency. Nucleic acids research. 2007, 35: 6475-6489. 10.1093/nar/gkm709.PubMed CentralView ArticlePubMedGoogle Scholar
- Frumerie C, Ducos-Galand M, Gopaul DN, Mazel D: The relaxed requirements of the integron cleavage site allow predictable changes in integron target specificity. Nucleic acids research. 2010, 38: 559-569. 10.1093/nar/gkp990.PubMed CentralView ArticlePubMedGoogle Scholar
- Edgar RC: MUSCLE: multiple sequence alignment with high accuracy and high throughput. Nucleic acids research. 2004, 32: 1792-1797. 10.1093/nar/gkh340.PubMed CentralView ArticlePubMedGoogle Scholar
- Drouin F, Melancon J, Roy PH: The IntI-like tyrosine recombinase of Shewanella oneidensis is active as an integron integrase. Journal of bacteriology. 2002, 184: 1811-1815. 10.1128/JB.184.6.1811-1815.2002.PubMed CentralView ArticlePubMedGoogle Scholar
- Collis CM, Kim MJ, Partridge SR, Stokes HW, Hall RM: Characterization of the class 3 integron and the site-specific recombination system it determines. Journal of bacteriology. 2002, 184: 3017-3026. 10.1128/JB.184.11.3017-3026.2002.PubMed CentralView ArticlePubMedGoogle Scholar
- Hansson K, Sundstrom L, Pelletier A, Roy PH: IntI2 integron integrase in Tn7. Journal of bacteriology. 2002, 184: 1712-1721. 10.1128/JB.184.6.1712-1721.2002.PubMed CentralView ArticlePubMedGoogle Scholar
- Biskri L, Bouvier M, Guerout AM, Boisnard S, Mazel D: Comparative study of class 1 integron and Vibrio cholerae superintegron integrase activities. Journal of bacteriology. 2005, 187: 1740-1750. 10.1128/JB.187.5.1740-1750.2005.PubMed CentralView ArticlePubMedGoogle Scholar
- Martinez E, de la Cruz F: Genetic elements involved in Tn21 site-specific integration, a novel mechanism for the dissemination of antibiotic resistance genes. The EMBO journal. 1990, 9: 1275-1281.PubMed CentralPubMedGoogle Scholar
- Erill I, O'Neill MC: A reexamination of information theory-based methods for DNA-binding site identification. BMC bioinformatics. 2009, 10: 57-10.1186/1471-2105-10-57.PubMed CentralView ArticlePubMedGoogle Scholar
- Bhargava N, Erill I: xFITOM: a generic GUI tool to search for transcription factor binding sites. Bioinformation. 2010, 5: 49-50.PubMed CentralView ArticlePubMedGoogle Scholar
- Schneider TD: Information Content of Individual Genetic Sequences. Journal of Theoretical Biology. 1997, 189: 427-441. 10.1006/jtbi.1997.0540.View ArticlePubMedGoogle Scholar
- Abella M, Campoy S, Erill I, Rojo F, Barbe J: Cohabitation of two different lexA regulons in Pseudomonas putida. Journal of bacteriology. 2007, 189: 8855-8862. 10.1128/JB.01213-07.PubMed CentralView ArticlePubMedGoogle Scholar
- Cheo DL, Bayles KW, Yasbin RE: Elucidation of regulatory elements that control damage induction and competence induction of the Bacillus subtilis SOS system. Journal of bacteriology. 1993, 175: 5907-5915.PubMed CentralPubMedGoogle Scholar
- Movahedzadeh F, Colston MJ, Davis EO: Characterization of Mycobacterium tuberculosis LexA: recognition of a Cheo (Bacillus-type SOS) box. Microbiology (Reading, England). 1997, 143 (Pt 3): 929-936.View ArticleGoogle Scholar
- Fernandez de Henestrosa AR, Rivera E, Tapias A, Barbe J: Identification of the Rhodobacter sphaeroides SOS box. Molecular microbiology. 1998, 28: 991-1003. 10.1046/j.1365-2958.1998.00860.x.View ArticlePubMedGoogle Scholar
- Erill I, Campoy S, Mazon G, Barbe J: Dispersal and regulation of an adaptive mutagenesis cassette in the bacteria domain. Nucleic acids research. 2006, 34: 66-77. 10.1093/nar/gkj412.PubMed CentralView ArticlePubMedGoogle Scholar
- Thompson JD, Higgins DG, Gibson TJ: CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice. Nucleic acids research. 1994, 22: 4673-4680. 10.1093/nar/22.22.4673.PubMed CentralView ArticlePubMedGoogle Scholar
- Notredame C, Higgins DG, Heringa J: T-Coffee: A novel method for fast and accurate multiple sequence alignment. Journal of molecular biology. 2000, 302: 205-217. 10.1006/jmbi.2000.4042.View ArticlePubMedGoogle Scholar
- Castresana J: Selection of conserved blocks from multiple alignments for their use in phylogenetic analysis. Molecular biology and evolution. 2000, 17: 540-552.View ArticlePubMedGoogle Scholar
- Guindon S, Gascuel O: A simple, fast, and accurate algorithm to estimate large phylogenies by maximum likelihood. Systematic biology. 2003, 52: 696-704. 10.1080/10635150390235520.View ArticlePubMedGoogle Scholar
- Page RD: TreeView: an application to display phylogenetic trees on personal computers. Comput Appl Biosci. 1996, 12: 357-358.PubMedGoogle Scholar
- Mesquite: a modular system for evolutionary analysis. Version 2.72.http://mesquiteproject.org
- Pagel M: The maximum likelihood approach to reconstructing ancestral character states of discrete characters on phylogenies. Systematic biology. 1999, 48: 612-622. 10.1080/106351599260184.View ArticleGoogle Scholar
- Schluter D, Price T, Mooers AO, Ludwig D: Likelihood of ancestor states in adaptive radiation. Evolution. 1997, 51: 1699-1711. 10.2307/2410994.View ArticleGoogle Scholar
- Omland KE: The assumptions and challenges of ancestral state reconstructions. Systematic biology. 1999, 48: 604-611. 10.1080/106351599260175.View ArticleGoogle Scholar
- Datsenko KA, Wanner BL: One-step inactivation of chromosomal genes in Escherichia coli K-12 using PCR products. Proceedings of the National Academy of Sciences of the United States of America. 2000, 97: 6640-6645. 10.1073/pnas.120163297.PubMed CentralView ArticlePubMedGoogle Scholar
- Abella M, Erill I, Jara M, Mazon G, Campoy S, Barbe J: Widespread distribution of a lexA-regulated DNA damage-inducible multiple gene cassette in the Proteobacteria phylum. Molecular microbiology. 2004, 54: 212-222. 10.1111/j.1365-2958.2004.04260.x.View ArticlePubMedGoogle Scholar
- Crooks GE, Hon G, Chandonia JM, Brenner SE: WebLogo: a sequence logo generator. Genome research. 2004, 14: 1188-1190. 10.1101/gr.849004.PubMed CentralView ArticlePubMedGoogle Scholar
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