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1 Department of Food Science, Cornell University, Ithaca, NY, USA
2 Computational Biology Service Unit, Cornell Theory Center, Cornell University, Ithaca, NY, USA
3 Department of Microbiology and Immunology, Cornell University, Ithaca, NY, USA
Correspondence
M. Wiedmann
mw16{at}cornell.edu
| ABSTRACT |
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Present address: Biological Sciences Department, Cal Poly State University, San Luis Obispo, CA 93407, USA
Present address: Department of Animal Sciences, 108B Animal Sciences Building, Colorado State University, Fort Collins, CO 80523-11, USA
The GenBank/EMBL/DDBJ accession numbers for the inlA sequences of the isolates used in this study are EF445899–EF445938.
Supplementary tables showing the strains and primers used in this study as well as the details of recombination events in inlA allelic types are available with the online version of this paper.
| INTRODUCTION |
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Bacterial surface molecules involved in attachment to and invasion of host cells may play important roles in host specificity (e.g. Wilson et al., 2000
). In L. monocytogenes, a group of cell surface proteins termed internalins, which are characterized by the presence of variable numbers of leucine-rich repeats (LRRs), appear to play important roles in attachment to host cells. While more than 25 internalin genes have been identified in L. monocytogenes, internalin A (InlA), encoded by inlA, has been shown to be particularly important for host-cell invasion (Lecuit et al., 2001
). InlA is typically anchored to the bacterial cell wall via an LPXTG anchor (Dhar et al., 2000
) and has been shown to bind to the host protein E-cadherin, which is an outer-membrane protein expressed in epithelial cells of several organisms, including humans (Mengaud et al., 1996
). While InlA has been shown to be critical for invasion of intestinal epithelial cells and thus for crossing of the intestinal epithelial barrier, internalin A–E-cadherin interactions appear to be host-specific; InlA binds to human and guinea pig E-cadherin; however, a single amino acid difference in the murine E-cadherin (presence of glutamate in murine E-cadherin at aa 16 compared to a proline in humans and guinea pig E-cadherin) is sufficient to prevent InlA binding (Lecuit et al., 1999
). In addition to its role in intestinal invasion, InlA may also contribute to crossing of the maternofetal barrier in pregnant hosts (Lecuit et al., 2004
), even though these contributions were not apparent in a pregnant guinea pig model (Bakardjiev et al., 2004
). InlA is 800 aa long and can be divided into eight distinct regions. Starting at the N-terminal end, internalin A has a signal peptide followed by an
-helix motif and fifteen and a half 22-residue LRRs, forming a right-handed solenoid with each repeat adding a helical turn (Schubert et al., 2002
). C-terminal of the LRRs, the inter-repeat (IR) or immunoglobulin (Ig)-like region is the most flexible part of the internalin domain (Schubert et al., 2002
). This region is followed by the B repeats, which consist of two repeats of 70 aa (B repeats 1 and 2) and a third repeat of 49 aa (B repeat 3) (Dramsi et al., 1993
; Gaillard et al., 1991
). The most C-terminal functionally important domain of InlA is the transmembrane region, which includes an LPXTG anchoring motif and a short positively charged tail. Additionally, a small region with no described function is located between the IR region and the B repeats and a proline/glycine-rich segment (PGS), also with no known function, is located between the B repeats and the LPXTG motif (Dramsi et al., 1993
; Gaillard et al., 1991
).
In this work, we analysed the evolutionary history of inlA using 40 L. monocytogenes isolates obtained from diverse sources, including human and bovine clinical cases, foods, and natural environments. An approach using a combination of evolutionary analyses and phenotypic characterization using tissue culture invasion assays showed that inlA has a complex evolutionary history involving positive selection, recombination among lineage II strains and single-nucleotide deletions that lead to reduced invasiveness in selected lineage II strains.
| METHODS |
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DNA sequencing.
Four pairs of primers were used to amplify four fragments covering the whole inlA ORF (Supplementary Table S2, available with the online version of this paper, shows all primer sequences). PCR reactions were performed using 1x PCR buffer, 1.5 mM MgCl2, 50 µM dNTPs, 0.5 µM of each primer and 0.05 U Taq DNA polymerase µl–1 (Perkin Elmer-Applied Biosystems) as well as 1–2 µl bacterial lysate. PCR products were purified using the QIAquick PCR purification kit (Qiagen) and DNA sequencing was performed at Macrogen using the same primers used for PCR. inlA sequences were assembled using Seqman (DNASTAR, Lasergene).
Descriptive sequence analysis.
inlA contigs for the 40 L. monocytogenes isolates were aligned with CLUSTAL W (MEGALIGN, DNASTAR, Lasergene) and all variable sites were proofread for errors. Descriptive analyses, including G+C content, percentage of polymorphisms and number of synonymous and nonsynonymous substitutions, were carried out using DnaSP (Rozas & Rozas, 1999
).
Phylogenetic analysis.
MODELTEST (Posada & Crandall, 1998
) was used to find the most likely model of DNA substitution. One sequence representing each of the 23 inlA allelic types was used to construct rooted and unrooted maximum-likelihood phylogenetic trees in PAUP (http://paup.csit.fsu.edu/) using the nucleotide substitution model HKY85+G+I, which was chosen by MODELTEST. Bootstrap analysis was performed with 100 repetitions using PAUP. The rooted tree that was constructed assuming a molecular clock and the unrooted tree that did not assume a molecular clock were used to test the molecular clock assumption using a likelihood ratio test (LRT) with n–2 degrees of freedom (with n being the number of alleles).
Recombination analysis.
The program GENECONV (http://www.math.wustl.edu/
sawyer) was used to identify fragments that were likely to have originated by recombination. Recombination analyses were performed using an alignment that contained one sequence representing each inlA allelic type. The GENECONV analysis was repeated with four different gscale values, including G0 (the default), G1, G2 and G3. Mismatch penalties increase from G1 to G3 and are highest for G0. GENECONV outputs were further analysed and fragments with the same breakpoints were considered to represent the same recombination event, as previously described (Nightingale et al., 2005a
).
Positive selection analysis.
The program codeml in the software package PAML version 3.14 (Yang, 1997
) was used to test whether inlA is likely to include codons that are under positive selection and to identify specific amino acid sites that showed statistically significant evidence for positive selection (Yang et al., 2005
). The naive empirical Bayes (NEB) inference approach was used for M3 while the new Bayes empirical Bayes (BEB) inference approach was used for M2a and M8. Analyses of positive selection by lineage were carried out as previously described (Zhang et al., 2005
).
3D modelling.
The available structure for the N-terminal, the LRR and IR domains of InlA bound to E-cadherin (pdb code: 1O6S; Schubert et al., 2002
) was retrieved from the Protein Data Bank (Berman et al., 2000
) and used for analysis and modelling purposes. The structure was used to map nonsynonymous mutations and in particular residues under positive selection.
Invasion assay.
Selected isolates, including two isolates with an inlA frameshift mutation (Table 3
), were tested for their ability to invade the human intestinal epithelial Caco-2 cell line. Caco-2 invasion assays were performed in 24-well plates essentially as previously described (Nightingale et al., 2005b
). Briefly, 1 ml of L. monocytogenes overnight culture (grown at 30 °C without shaking) was pelleted and resuspended in 1 ml PBS. Confluent Caco-2 monolayers were inoculated with approximately 2x107 L. monocytogenes; the inoculum was enumerated on BHI agar plates. Inoculated Caco-2 monolayers were incubated for 30 min at 37 °C, followed by three washes with PBS and addition of fresh media without antibiotics. Medium containing 150 µg gentamicin ml–1 was added 45 min post-inoculation to kill extracellular bacteria. At 90 min post-inoculation, Caco-2 monolayers were washed three times with PBS and Caco-2 cells were subsequently lysed by addition of 500 µl cold sterile distilled water and vigorous pipetting. Intracellular L. monocytogenes were enumerated by spread plating on BHI agar plates. Each isolate was tested in three different wells on each of three different days (representing three independent replicates). Invasion efficiency was reported as the percentage of inoculum recovered by enumeration of intracellular bacteria. A standard laboratory control strain (10403S) and an isogenic
inlA strain were included as controls in each invasion assay (Table 2
). Data from the three replicates were used for statistical analysis using the Wilcoxon rank sum test (as data were not normally distributed).
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Isolate information and nucleotide sequence accession numbers.
Isolate information and subtyping data from this study are archived and freely available through the Pathogen Tracker 2.0 database (http://www.pathogentracker.net). inlA sequences have also been deposited in GenBank (accession nos EF445899–EF445938).
| RESULTS |
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) was 0.02134; if only nonsynonymous sites were considered,
was 0.007. Lineage II isolates showed a larger inlA nucleotide diversity (
II=0.01322) than lineage I isolates (
I=0.00526).
Phylogenetic analysis
MODELTEST identified the evolutionary model HKY+G+I as the most likely model explaining the nucleotide substitution patterns found in the 40 inlA sequences analysed. The molecular clock hypothesis was rejected (P<0.001), indicating that all branches in the tree did not evolve at the same rate. The inlA phylogenetic tree (Fig. 2
) constructed using the HKY+G+I model without the molecular clock assumption showed that the inlA sequences represented two distinct clusters, which were consistent with the lineage groupings of isolates based on EcoRI ribotyping; the two main clusters represented lineages I and II (Fig. 2
). When phylogenetic trees were generated containing only isolates from lineage I or lineage II, the molecular clock assumption could be rejected for lineage II isolates (P<0.001), but not for lineage I isolates (P>0.05). These results suggest that different evolutionary forces have driven the evolution of inlA of lineage I and lineage II isolates and that lineage II inlA is probably exposed to evolutionary forces other than point mutations (e.g. recombination, positive selection).
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represents the dN/dS ratio [i.e. (no. of nonsynonymous changes/no. of nonsynonymous sites) /(no. of synonymous changes/no. of synonymous sites)];
>1 is indicative of positive selection,
=1 is indicative of neutrality and
<1 is indicative of purifying selection. The comparison between M0 and M3 may be interpreted as a test for variability in the
ratio among sites (Yang & Nielsen, 2002
for all sites along a sequence is not valid and that
varies along the length of the inlA sequence.
Four models were used to determine whether positive selection is likely to have occurred in inlA. Model 1a (M1a) is a neutral model, which assumes two classes of
, including (i)
0 (0<
0<1; representing codons under negative selection) and (ii)
1 (
1=1; representing codons under neutral selection). Model 2a (M2a) allows for a third class of
(
2>1; representing codons under positive selection). Model 7 (M7) uses a discrete approximation of a beta distribution and does not allow a site class where
>1; model 8 (M8) allows for an additional site class where
>1. M1a was rejected in favour of M2a (P<0.005) and M7 was rejected in favour of M8 (P<0.005), indicating that positive selection has likely played a role in the evolution of inlA. M2a identified two sites with posterior probabilities of being under positive selection greater than 95 %, while M8 identified four sites, which included the two sites found by M2a (Table 2
).
Model A as described by Zhang et al. (2005)
was used to test the hypothesis that positive selection has occurred in specific lineages (lineage I or lineage II). Test 2 compares model A, which allows for positive selection along one specific branch or set of branches, and model A null, which does not allow for positive selection along the same branch or set of branches (Zhang et al., 2005
). Each lineage was tested independently (see Fig. 2
; branches tested by these models are indicated by Greek letters). First, the branch that originated each lineage was tested using the models and then all the branches that belong to each lineage were also tested. We found no evidence for positive selection in lineage I. Conversely, when all branches derived from branch β were tested (meaning all lineage II branches), model A null could be rejected (P<0.001), indicating positive selection restricted to lineage II isolates. Model A identified a single site with BEB posterior probability >0.95 as being under positive selection in linage II (site 594; P=0.989); this site was also identified as being under positive selection by M2a and M8.
As we were aware that the dN/dS tests implemented in PAML assume no recombination and knowledge of the true phylogeny (Anisimova et al., 2003
; Nielsen, 2001
), we repeated the analysis using an alignment without the inlA sequences that were identified to be recipients of fragments by horizontal gene transfer. In this analysis, we could not reject any of the null models (M0, M1a, M7) in favour of the alternative models (M3, M2a and M8) and no sites were identified to be under positive selection. However, 16 of the 45 nonsynonymous substitutions were found only in the 14 isolates that showed evidence for recombination in inlA. By comparison, eight nonsynonymous substitutions were only found in the 26 isolates without evidence for recombination in inlA; 21 nonsynonymous substitutions were shared between these two groups of isolates. While our analyses thus may indicate that recombination events may have affected our positive selection analyses, the observation that no evidence of positive selection was found when analyses were performed only on 26 inlA sequences without any apparent history of recombination may also reflect reduced power of these analyses as this dataset contains a considerably smaller number of nonsynonymous substitutions as compared to all 40 inlA sequences.
Positive selection by functional InlA regions
InlA can be divided into eight regions, which have distinct characteristics and functions. The LRR was found to be the most conserved region (only 1.4 % of amino acid sites are polymorphic), while PGS is the most variable region, with 10 % of amino acid sites being variable (Fig. 5
). To determine how selection acts on these eight regions, the dN/dS overall ratio was calculated for each region. Nested models of evolution, including (i) M0 and M3, (ii) M1a and M2a and (iii) M7 and M8 were also analysed as described in detail above. The signal peptide (SP) and interdomain (ID) regions were not analysed because the first is not present in the mature InlA and the second is too short (23 aa) to provide reliable estimates of parameters. For two regions (i.e. the LRR and B-repeat region), M0 was rejected and M3 was accepted. M1a could not be rejected for any region (P>0.05), even though for the LRR region, M8 was accepted over M7, providing evidence for positive selection in the LRR region. One site (codon 187) was identified by M8 as being under positive selection in the LRR region (Fig. 5
); this site had also been identified as being under positive selection by M2a and M8 using the complete inlA sequence (Table 2
). Consistent with the fact that M3 was accepted when the whole sequence was analysed, these results suggest that the different regions of InlA are under different selective pressures.
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-helical and the Ig-like domains (Schubert et al., 2002
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inlA mutant derived from strain 10403S (invasion efficiency of 0.004 %).
Western blot analysis of a selected isolate with an inlA frameshift mutation
Western blot analysis of the cytoplasmic protein fraction and culture supernatant of an isolate with an inlA frameshift mutation (i.e. isolate FSL F2-723) was performed to confirm the premature stop codon after InlA aa 8 identified in three isolates based on inlA nucleotide sequence data. While no InlA was detected in the cell wall (not shown) and supernatant fraction of isolate FSL F2-723 (Fig. 7
), a weak band with the expected size for InlA was detected in the cytoplasmic extract of isolate FSL F2-723 (Fig. 7
). We hypothesized that this weak band is due to weak translation of InlA from a second potential start codon [located at nt 169–171, which encodes aa 57 (methionine) in the full-length InlA]. This hypothesis would also explain why InlA was not identified in the cell wall or supernatant, since this potential start codon is just downstream of the signal peptide region, which would not be present in a truncated protein translated from this start codon.
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| DISCUSSION |
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inlA is highly polymorphic and evolution of inlA involved a considerable number of recombination events in lineage II isolates
Overall nucleotide diversity (
=0.02134) as well as the number of nonsynonymous sites were high for inlA, but were within the range previously described for six other internalin genes (inlB, inlC2, inlD, inlE, inlF and inlG) that had previously been sequenced in the same 40 isolates characterized here (Tsai et al., 2006
). Thus, this group of L. monocytogenes surface proteins is characterized by considerable overall nucleotide and amino acid diversity. Similar to the observation that all of the six other L. monocytogenes internalins previously characterized by Tsai et al. (2006)
showed evidence for recombination, we have identified a number of recombination events among the 23 inlA allelic types identified here. Interestingly, all but one of the inlA recombination events identified involved lineage II strains as recipients. This is consistent with previous observations that lineage II strains show evidence for considerably more horizontal gene transfer than lineage I isolates (Meinersmann et al., 2004
; Nightingale et al., 2005a
) and that most recombination events in other internalin genes involved lineage II strains as recipients (Tsai et al., 2006
). The important role for recombination in generating diversity in selected L. monocytogenes genes is further supported by Nightingale et al. (2005a)
, who showed that L. monocytogenes genes with weak (i.e. prs) or no evidence for recombination (i.e. gap and sigB) showed lower diversity than housekeeping genes with strong evidence for recombination (i.e. purM, ribC). Our data are also consistent with a number of studies that have shown that recombination plays an important role in the diversification of genes encoding surface proteins in many pathogens, including the Escherichia coli intimin gene (McGraw et al., 1999
) and fimA (Peek et al., 2001
), the Plasmodium falciparum AMA1 gene (Polley & Conway, 2001
) as well as Neisseria meningitidis pilE (Andrews & Gojobori, 2004
) and porB (Urwin et al., 2002
). Recombination within genes encoding surface proteins, including inlA, may specifically be important by providing rapid diversification that allows for evasion of the host immunity system and for adaptive shifts in host or tissue tropism (Andrews & Gojobori, 2004
; McGraw et al., 1999
; Peek et al., 2001
; Polley & Conway, 2001
; Urwin et al., 2002
).
Positive selection at specific amino acid sites appears to contribute to evolution of inlA, including fixation of recombinant events
Our analysis indicated that specific amino acid sites in inlA are under positive selection and that positive selection appears to specifically act on lineage II inlA. While we are aware that our dataset violated one of the assumptions of the positive selection analysis used (i.e. absence of recombination) (Anisimova et al., 2003
), there are currently no methods available that can be used to test for evidence of positive selection in genes that have a history of recombination. While recombination, particularly in early internal branches, can affect the reliability of the LRT (Anisimova et al., 2003
), Bayes' identification of positively selected sites seems to be less sensitive to the tree topology (Anisimova et al., 2003
), and therefore can be used even when recombination is present. As Bayes' identification of positively selected sites found a number of positively selected sites, we are confident that our results correctly suggest that inlA has undergone positive selection. We specifically hypothesize that positive selection may contribute to fixation of recombinant inlA genes that encode for proteins that provide for increased fitness in the L. monocytogenes population sampled. This is consistent with the hypothesis that, in order to maintain recombinant fragments in a population, such fragments should be advantageous to the organism (Andrews & Gojobori, 2004
; Milkman et al., 2003
). Recombination has previously been suggested to act together with positive selection in several genes in different organisms (Andrews & Gojobori, 2004
; Peek et al., 2001
; Polley & Conway, 2001
; Urwin et al., 2002
), including many pathogens (Andrews & Gojobori, 2004
; Milkman et al., 2003
; Polley & Conway, 2001
). For example, strong positive selection and recombination seem to drive the antigenic variation of the PilE protein of the human pathogen N. meningitidis (Andrews & Gojobori, 2004
). In E. coli, recombination in fimA has been proposed to allow for diversifying and purifying selection to occur in different regions of the same gene by uncoupling these regions (Peek et al., 2001
). Similar mechanisms may be at work in inlA, where one area, which contacts the human receptor E-cadherin, seems to be under strong purifying selection while other regions may be under diversifying selection, possibly in response to selective pressure imposed by the host immune response, which may select for changes in epitopes found on the outer surface of pathogen proteins (Andrews & Gojobori, 2004
; Peek et al., 2001
; Polley & Conway, 2001
). While this is consistent with the observation that both of the positively selected sites that could be mapped to the InlA crystal structure were totally or partially exposed on the surface of InlA, further studies are necessary to determine whether these sites are indeed recognized by the host immune system.
A single nucleotide deletion in a lineage II-specific 5' homopolymeric tract in inlA leads to complete loss of InlA or to production of truncated InlA, which is associated with reduced invasiveness
Among the 40 isolates characterized here, we identified four food isolates that carried mutations in inlA that led either to a premature stop codon after aa 699 (one isolate) or to a premature stop codon after aa 8 (three isolates). The inlA allelic type encoding a premature stop codon after aa 699 has previously been reported by Nightingale et al. (2005b)
and leads to expression of a truncated and secreted form of InlA that lacks the cell-wall-binding LPXTG motif; this premature stop codon appears to be common among food isolates in the USA (Nightingale et al., 2005b
). However, the frameshift mutation that leads to an early premature stop codon (after aa 8) has, to our knowledge, not previously been described. Interestingly, the mutations leading to this premature stop codon represents a single nucleotide deletion in a homopolymeric tract of seven adenines, which is found in 14/21 lineage II inlA sequences. Frameshift mutations due to single nucleotide deletions on homopolymeric tracts have previously been reported to occur naturally in a number of organisms (e.g. Kearns et al., 2004
; Segura et al., 2004
; Theiss & Wise, 1997
) and these types of deletion events appear to be reversible, allowing organisms to undergo phase variation. For example, phase variation involving a frameshift mutation in a run of A:T base pairs has been reported in a swarming gene in Bacillus subtilis (Kearns et al., 2004
). Future experiments will thus focus on evaluating the reversibility of the inlA frameshift mutation identified here. As we have identified identical inlA sequences with and without the single adenine deletion that leads to a premature stop codon, we hypothesize that this mutation may be reversible, possibly allowing for InlA phase variation. Interestingly, while most lineage II strains, which are overrepresented among food and environmental isolates and underrepresented among human isolates (Sauders et al., 2006
), have a homopolymeric tract of seven adenines, this homopolymeric tract was found here to be interrupted by a guanine in strains that group into lineage I, a lineage which appears to be overrepresented among human isolates (Sauders et al., 2006
). We hypothesize that potentially environmentally adapted L. monocytogenes (i.e. many lineage II strains) may have evolved to allow for InlA phase variation, while potentially human-adapted strains may have evolved to stably express InlA. Interestingly, our recombination analyses showed that at least one of the four lineage II isolates with a homopolymeric tract of seven adenines at the 5' end of inlA that is interrupted by a guanine acquired this inlA fragment by horizontal gene transfer (event 9) from a lineage I strain, indicating that some lineage II strains may evolve towards stable expression of full-length InlA.
Our data also provide further evidence that mutations leading to premature stop codons in inlA occur commonly and at different locations in the genes, leading to either expression of a secreted InlA or to expression of truncated proteins, which are unlikely to be functional. Specifically, characterization of L. monocytogenes isolates from France (Jonquieres et al., 1998
; Olier et al., 2002
, 2003
; Rousseaux et al., 2004
) and the USA (this study, Nightingale et al., 2005b
) so far have identified at least 10 distinct mutations leading to premature stop codons in inlA. A number of the mutations that occur in different sites in the 5' end of inlA have previously been shown to be associated with a decreased ability of L. monocytogenes to invade epithelial cells (Olier et al., 2003
; Nightingale et al., 2005b
). It thus seems that there is a strong selective force driving the loss of a functional InlA in some L. monocytogenes isolates, particularly those found in foods, as supported by the fact that a considerable number of independent mutations leading to a loss of functional, cell-wall-bound InlA have been found and appear to have been fixed in the populations studied. Thus, lack of a cell-wall-bound InlA or complete abolition of InlA expression may provide a selective advantage for certain L. monocytogenes subtypes in certain environments. The specific selection pressure responsible for this remains to be determined though, which is likely to prove challenging considering that L. monocytogenes is found in a diversity of environments and can infect a number of mammalian and non-mammalian host species (Mansfield et al., 2003
; Sauders et al., 2006
; Vazquez-Boland et al., 2001
).
| ACKNOWLEDGEMENTS |
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Edited by: T. Msadek
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Received 21 February 2007;
revised 8 May 2007;
accepted 9 May 2007.
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