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PLoS One. 2016; 11(6): e0157155.
Published online 2016 June 6. doi:  10.1371/journal.pone.0157155
PMCID: PMC4894583

Directed Evolution of FLS2 towards Novel Flagellin Peptide Recognition

Boris Alexander Vinatzer, Editor

Abstract

Microbe-associated molecular patterns (MAMPs) are molecules, or domains within molecules, that are conserved across microbial taxa and can be recognized by a plant or animal immune system. Although MAMP receptors have evolved to recognize conserved epitopes, the MAMPs in some microbial species or strains have diverged sufficiently to render them unrecognizable by some host immune systems. In this study, we carried out in vitro evolution of the Arabidopsis thaliana flagellin receptor FLAGELLIN-SENSING 2 (FLS2) to isolate derivatives that recognize one or more flagellin peptides from bacteria for which the wild-type Arabidopsis FLS2 confers little or no response. A targeted approach generated amino acid variation at FLS2 residues in a region previously implicated in flagellin recognition. The primary screen tested for elevated response to the canonical flagellin peptide from Pseudomonas aeruginosa, flg22. From this pool, we then identified five alleles of FLS2 that confer modest (quantitatively partial) recognition of an Erwinia amylovora flagellin peptide. Use of this Erwinia-based flagellin peptide to stimulate Arabidopsis plants expressing the resulting FLS2 alleles did not lead to a detectable reduction of virulent P. syringae pv. tomato growth. However, combination of two identified mutations into a single allele further increased FLS2-mediated responses to the E. amylovora flagellin peptide. These studies demonstrate the potential to raise the sensitivity of MAMP receptors toward particular targets.

Introduction

Microbe-associated molecular patterns (MAMPs) are conserved and often relatively abundant molecular signatures that are present across a broad range of microbes (i.e., multiple genera within a kingdom or phylum), and trigger defense responses of plant and/or animal innate immune systems [13]. Examples of viral, oomycete, fungal, or bacterial MAMPs recognized by plants include double-stranded RNA, chitin, β-glucans, elongation factor Tu, and flagellin [2, 4, 5]. Different MAMPs trigger an overlapping suite of plant responses, although the amplitude and duration of these responses differ depending on the host and the particular MAMP stimulus [3, 6]. In approximate order from early to late responses, these responses can include ion fluxes, a reactive oxygen species (ROS) burst, MAP kinase activation, ethylene-mediated signaling, poly-(ADP)ribosylation changes, stomatal closure, transcriptional reprogramming, and callose deposition [2, 711]. Plant responses to MAMPs can reduce pathogen growth on the host [3, 12]. During extended exposure to MAMP molecules an inhibition of plant growth often occurs, and this growth/defense tradeoff is often used in the seedling growth inhibition assay, one of the most sensitive and convenient assays for FLS2 receptor activation [2, 1315].

MAMP receptors often have extracellular repetitive protein domains that facilitate ligand recognition, that are coupled in plant MAMP receptors to an intracellular kinase domain for downstream signaling. Cloned and characterized MAMP receptors (also known as pattern recognition receptors or PRRs) from plants include the flagellin receptor FLS2 [16], the chitin co-receptors CEBiP, SERK1, LysM RLK1/CERK1 and LYK5 [1721], the EF-Tu receptor EFR [22], and the xylanase receptors EIX1 and EIX2 [23], and others [3]. Xa21, Cf-9 and Ve-1are examples of R gene products that can now be jointly classified as both R gene products and MAMP receptors [3, 24]. MAMP receptors such as CEBiP and CERK1 contain extracellular LysM repeats, while FLS2, Xa21, SERK1, EIX1, EIX2, EFR and others have extracellular leucine-rich repeat (LRR) domains [2, 3].

LRRs are a spiral-shaped ligand interaction domain that can facilitate recognition of many types of molecules, including peptides, lipids, nucleic acids, and small molecule hormones [2527]. Vertebrate TLRs also contain extracellular LRR domains for MAMP detection, and LRR domains are also present in most plant R gene products and a wide variety of other receptor proteins [2527]. The β-strand, β-turn (concave) face of the LRR domain often mediates ligand interactions, although this is not universally true [2729].

Arabidopsis FLAGELLIN-SENSING 2 (FLS2; [16]) is a MAMP receptor that recognizes flagellin or peptides based on the recognized flagellin epitope, such as the 22 amino acid flg22 peptide that matches a segment of Pseudomonas aeruginosa flagellin [30]. Orthologs of FLS2 have been cloned from diverse species including tomato, Nicotiana benthamiana and rice; this presence throughout the higher plant lineage may involve functional distinctions or constraints relative to MAMP receptors such as EFR and Xa21 that have been detected in only one plant family [3135]. Numerous features of the FLS2 receptor and its interactions with other proteins have been defined [6]. This includes the recent solution of a co-crystal structure for the extracellular domains of FLS2 and the co-receptor BAK1, and the FLS2 peptide ligand flg22 [36]. Flagellin activates FLS2 via a two-part ‘address/message’ process in which the binding activity of flagellin peptides with respect to FLS2 is spatially and functionally separable from the signaling activation domains of those peptides [37, 38]. Flagellin is also a recognized MAMP of the mammalian immune system, but the TLR5 receptor of mammals recognizes a different flagellin region [39].

FLS2 can contribute to disease resistance. Arabidopsis fls2- plants exhibit elevated susceptibility to some bacterial infections, and pre-treatment with flg22 can increase disease resistance in FLS2-expressing plants including Arabidopsis and rice [12, 40]. Similarly, constitutive expression of flagellin protein in rice plants increased resistance to Magnaporthe grisea [41]. FLS2 has been implicated as a key component of the non-host resistance of Arabidopsis to Pseudomonas syringae pv phaseolicola [42]. However, FLS2 does not play a detectable role in resistance to all bacterial plant pathogens. This may be due to bacterial evasion of detection through altered flagellin structure [30, 40, 4347]. Glycosylation of flagellin may also be an important determinant of recognition by the host [48, 49]. Other factors include reduced flagellin expression, masking or degradation of flagellins, infection in tissues where FLS2 is less effective, or to effector-mediated suppression of FLS2 signaling [30, 43, 44, 5055]; see also [56, 57]. Yet the successful transfer of EFR across genera [58] provides evidence that transgenic plants with novel MAMP receptors could be a broadly feasible method to expand disease control.

Although MAMPs are defined as broadly conserved, functional variability within MAMP domains has been documented. For example, EF-Tu from some bacterial species is not recognized by EFR, due to a single amino acid change in the recognized EF-Tu epitope [34]. The flg22 epitope also exhibits variation between species, or even between strains within a species [30, 40, 4347]. Relevant to the present study, Xanthomonas campestris pv. campestris (Xcc) strains such as B305 have a flagellin that is recognized by Arabidopsis FLS2 whereas strains such as B186 do not, and the relevant difference is conferred by a single amino acid polymorphism in the flg22 epitope [44]. Ralstonia solanacearum strain K60 flagellin contains the amino acid residue necessary for recognition of Xcc strain B305, but differs at other positions of the flg22 region that apparently are responsible for its evasion of recognition [43]. Despite this occasional variability, the recognized MAMP epitopes of proteins do tend to occur in highly conserved regions whose functional constraints and importance to pathogen fitness make them recalcitrant to mutation, e.g., [47, 59, 60, 61]. This general constraint on MAMP domains suggests that slight modifications to MAMP receptors may be sufficient to enable detection of recognition-escaping MAMP variants. There are well-established paradigms for directed in vitro evolution to select for proteins with desired shifts in specificity or other functions [6266].

Previous study of the β-strand, β-turn face of the FLS2 LRR domain identified the ninth through fifteenth LRR repeats of FLS2 as a likely flg22 binding site, based on the results of FLS2 mutagenesis and flg22-binding studies [14]. This region of FLS2 was also predicted to be functionally significant by Repeat Conservation Mapping, which uses the primary amino acid sequences of related proteins to find regions of conservation on the modeled surface of folded LRR domains [67]. Recent studies, and especially the co-crystal structure of a FLS2/flg22/BAK1 complex, have provided evidence for several FLS2 extracellular domain sites distributed over many LRR repeats that are required for responsiveness to flg22 [36, 38, 67, 68]. However, the present effort was initiated following the results of [14]. That study utilized thirty-four separate site-directed randomizing mutagenesis libraries, each targeting a single LRR β-strand, β-turn amino acid position in the ninth through fifteenth LRR repeats of FLS2. In most libraries a large majority of the mutated FLS2 receptors still conferred flg22-responsiveness [14]. But in five of the libraries (five amino acid positions), more than 60% of the FLS2 variants failed to mediate sensitivity to flg22 in transgenic plants even though full-length FLS2 protein was usually detectable [14]. These five amino acid positions are particularly constrained with respect to FLS2 flg22-responsiveness, and inferences that they form a core of the flg22 binding site are supported by the recently published FLS2/flg22/BAK1 crystal structure [36].

In the present study we sought to broaden the flagellin recognition capacity of Arabidopsis FLS2. We developed a population of FLS2 receptors mutagenized at locations surrounding the flg22 perception residues predicted by [14]. This FLS2 population was screened for receptors that demonstrated increased sensitivity to the canonical Pseudomonas aeruginosa flg22. Positives from this portion of the screen were then tested for enhanced responsiveness to flg22-like peptides designed from plant pathogenic species that wild-type Arabidopsis only recognizes weakly or not at all. Although only modest quantitative shifts toward higher peptide sensitivity were obtained, the results indicate that targeted sequence diversification and screening can be a successful approach to the generation of MAMP receptors with potentially desirable changes in ligand specificity.

Results

Very low elicitation activity of flg22 peptides from E. amylovora and other pathogens

The Arabidopsis eliciting activity of flg22 peptides from three plant pathogen isolates, Ralstonia solanacearum strain K60, Xanthomonas campestris pv. campestris strain 186 and Erwinia amylovora strain CFBP 1430, was assessed. The peptides flg22RK60, flg22X186 and flg22E1430 are herein referred to as R22, X22 and E22 respectively; see Table 1. When plant responsiveness to flg peptides was tested using seedling growth inhibition assays, no response of Arabidopsis to R22 was detected (Fig 1), as predicted [43]. X22 elicited a slight but statistically significant response only when a very high concentration of peptide (10 μM) was used; no response to X22 could be detected at lower concentrations of peptide (Fig 1). This too was expected; a previous study reported a lack of response of Arabidopsis to full-length flagellin extracts from Xcc strain 186 [44]. E22 failed to elicit a response except at a concentration of 10 μM (Fig 1). For comparison, the canonical flg22 (based on P. aeruginosa flagellin) routinely in our laboratory and other laboratories exhibits half-maximal elicitation of Arabidopsis responses at concentrations between 10 nM and 100 nM (e.g., Fig 1, subsequent figures, and references [38, 69]).

Fig 1
Flg22 regions of three plant pathogens elicit little or no response in Arabidopsis.
Table 1
Flagellin peptides and sequences

A screen for FLS2 alleles with elevated sensitivity to flagellin peptides

We attempted to evolve FLS2 towards recognition of previously non-recognized flg22 domains from the above plant pathogenic Ralstonia, Xanthomonas and Erwinia bacteria. This was done by mutagenesis of investigator-chosen amino acid positions in the FLS2 from Arabidopsis Col-0, and screening of the resulting alleles in transgenic Arabidopsis Col-0 fls2-101 plants that have a non-functional allele at the native FLS2 locus. The screen and the results at intermediate steps are summarized in Fig 2. In accord with the findings of other receptor structure-function studies (e.g., [63, 66, 70]), we hypothesized that the five predicted FLS2 solvent-exposed amino acid positions most sensitive to mutation in the study of [14], Arg294, Tyr296, Gly318, Ser320, and Asp414, are essential for binding/recognition of most or all flagellin peptides, whereas the twenty surface amino acids predicted to be adjacent to these critical amino acids could be positions that contribute to flg22 specificity. We pursued the additional hypothesis that some FLS2 alleles conferring an elevated sensitivity towards the canonical P. aeruginosa flg22 would also confer elevated sensitivity to other flg22 peptides. Site-directed randomizing mutagenesis (SDRM) libraries for the twenty residue positions predicted to be spatially adjacent to the above-noted five critical amino acids were therefore tested for increased sensitivity to P. aeruginosa flg22 (referred to below simply as “flg22”), using a 100 nM concentration of flg22 that elicits a sub-maximal response in wild-type Arabidopsis plants in seedling growth inhibition assays. These and all subsequent transgene FLS2 alleles were constructed to carry the wild-type FLS2 upstream (promoter) sequence. Increased sensitivity was defined as seedlings that were more responsive than 95% of the approximately 20–120 wild-type controls tested within the same experiment.

Fig 2
Summary of step-by-step results of screen to identify FLS2 receptors that have increased responsiveness to flg22 peptides.

We screened at least 65 and more typically ~120 clones from each of nineteen SDRM libraries (we were unsuccessful in generating an SDRM library at His316, as also reported by [14]). Screening 65 clones from one of these libraries provides an approximately 90% probability of testing all possible amino acid substitutions in that library. Across all nineteen SDRM libraries, 208 candidate plants were identified with possible increased responsiveness to flg22. These plants were saved for seed, and the progeny were re-screened to confirm increased sensitivity to flg22 at a range of concentrations. Of the 143 lines that survived and produced seed, 38 of these progeny lines once again exhibited elevated sensitivity to flg22 for at least one concentration of peptide upon retesting (examples shown in Fig 3). These lines represented 22 novel alleles of FLS2, as some of the alleles were recovered two or three times.

Fig 3
Examples of variant-FLS2 T2 lines that confer elevated sensitivity to flg22.

Interestingly, 12 of the 38 lines exhibiting elevated flg22 sensitivity had a wild-type FLS2 sequence. To test the hypothesis that increased expression level of the FLS2 protein was responsible for the increased response to flg22 in these lines, Western blots were performed on whole-cell protein extracts from at least six plants from each line. None of these twelve lines exhibited increased expression of FLS2 protein; in fact, a number of them had lower levels of FLS2 protein than Col-0 controls (examples in S1 Fig). When a subset of these lines carrying an FLS2 transgene with wild-type sequence was tested for increased response to the novel flagellin peptides R22, X22 and E22, some seemed to exhibit responsiveness (S1 Fig) but upon further testing none reproducibly showed a significantly enhanced response.

Each of the 22 novel alleles of FLS2 from plant lines in the primary screen that exhibited increased sensitivity towards the canonical flg22 peptide was then independently re-created by site-directed mutagenesis and transformation into Arabidopsis fls2-101 plants. Multiple independent T1 transgenic plants were tested for each construct, to increase the reliability of the test and to expedite progress. When these transgenic plants were screened for elevated sensitivity to P. aeruginosa flg22, six of these FLS2 alleles, E321D, E321G, E321L, E321R, S345D, and F435W, conferred elevated responsiveness relative to the wild-type FLS2 allele, for at least one concentration of flg22, when tested in seedling growth inhibition assays (Fig 4; for dose response curves across several flg22 concentrations see S2 Fig).

Fig 4
Six alleles at three amino acid positions confer elevated sensitivity to flg22.

A subset of FLS2 alleles with increased recognition of flg22 also confer increased recognition of a flagellin peptide from E. amylovora

When tested for their response to R22, X22, and E22, five of the above six FLS2 alleles (all but F435W) also conferred recognition of 3 μM E22 in a seedling growth inhibition assay, whereas a wild-type FLS2 allele does not confer response to this concentration of E22 (Fig 4A). Four of these new alleles were also responsive to 1 μM E22 (Fig 5A). The sixteen re-cloned FLS2 alleles that did not have elevated sensitivity to flg22 also did not respond to any of the tested flagellin peptides (Fig 5A and data not shown). For alleles that did confer a response to E22, the magnitude was markedly less than the response to flg22 (wild-type seedlings grown in the presence of 1 μM flg22 are approximately 25% the fresh weight of their non-treated counterparts (e.g., Figs Figs1,1, ,33 and and4B)4B) whereas plants responding to 3 μM E22 were, at best, approximately 50% the fresh weight of the untreated control). None of the 22 re-cloned FLS2 alleles, including the six elevated-response alleles, conferred recognition of 10 μM R22 or 3 μM X22 in a seedling growth inhibition assay (Fig 5B and data not shown).

Fig 5
Five elevated-flg22-response alleles of FLS2 identify two amino acid positions that confer increased recognition of Erwinia amylovora flg22 (E22).

Fig 5C shows the location of the E321 and S345 residues of FLS2, relative to the site at which flg22 bound to FLS2 in the FLS2/flg22/BAK1 co-crystal structure of [36]. E321 and S345 are adjacent to the S320 and H344 residues that form part of the flg22 binding site, and the proximity of acidic E321 to flg22 acidic residue D15 suggests likely impacts on flg22-FLS2 interaction (see Discussion). The F435W mutation (that caused elevated response to flg22 but not to E22, R22 or X22) is located, together with FLS2 residue L412, at the interaction site with the side chain of flg22 residue L19 in the FLS2/flg22/BAK1 co-crystal structure (not shown). FLS2 residues E321, S345 and F435 do not contact and are not adjacent to FLS2 residues that contact BAK1 in the FLS2/flg22/BAK1 co-crystal structure [36].

We then conducted reactive oxygen species (ROS) burst and P. syringae growth assays to further characterize the immune response mediated by the novel FLS2 alleles. Plants (fls2 mutant background) expressing any of the three alleles identified as most E22-responsive in a seedling growth inhibition assay (E321G, E321L, and E321R) generated a ROS burst in response to 3μM E22, but Col-0 control plants did not (Fig 5D; ROS time course traces shown in S3 Fig). No ROS response to E22 was observed in plants carrying the E321D, S345D or S345G alleles, possibly due to the lower sensitivity of the ROS assay relative to the seedling growth inhibition assay. All alleles tested could confer an ROS response to the canonical flg22 peptide (Fig 5D).

Having confirmed responsiveness to E22, we then tested selected FLS2 alleles to see if the moderate, quantitatively partial response they conferred was sufficient to constrain the growth of virulent P. syringae pv. tomato strain DC3000. Plants were pre-treated with E22 or the canonical flg22 peptide and then, one day later, challenged by infiltration of DC3000 directly into leaves. As previously reported (e.g., [12, 44]), wild-type Col-0 plants pre-treated with flg22 exhibited approximately a 10-fold reduction in the growth of DC3000 in leaves, and as expected, no reduction in DC3000 growth was observed when wild-type plants were treated with 10μM E22 (Fig 5E). The two elevated-response FLS2 alleles tested in this assay included E321R, the most robust responder in ROS and seedling growth inhibition assays. Arabidopsis fls2-101 plants transgenic for the new FLS2 alleles did not display increased resistance to DC3000 following pre-treatment with E22, although pre-treatment of the same genotypes with flg22 was protective (Fig 5E).

In subsequent work, experiments were performed to determine if the effects of the selected mutations could be additive. All four possible double mutation FLS2 alleles were made based on the single-mutation FLS2 alleles that conferred recognition of E22. Multiple independent transformants were then tested for each construct (Fig 6). Three allele combinations (E321D/S345D, E321G/S345D and E321L/S345D) did not increase sensitivity to E22 or flg22 in seedling growth inhibition assays; these double alleles conferred sensitivity to E22 and flg22 that was similar to or weaker than their respective single alleles (Fig 6A–6C and 6E). However, the double mutant E321R/S345D did provide significantly increased recognition of 1 μM E22 peptide (Fig 6D). The double mutant FLS2 alleles were further tested using ROS assays. Once again, the E321R/S345D allele conferred the strongest observed response to E22 peptide (Fig 6E; y-axis is logarithmic scale). The results suggest the feasibility of gaining enhanced responsiveness to poorly recognized flagellin variants by identifying and then combining FLS2 mutations that individually confer only modest increases in flagellin sensitivity.

Fig 6
Sensitivity of FLS2 alleles with two amino acid mutations that confer recognition of E. amylovora flagellin peptide.

Discussion

MAMP perception is an important component of plant immunity. While plants are able to recognize a diverse repertoire of molecules from microbes, several plant pathogenic species have evolved such that some of their MAMPs are no longer detectable by the immune systems of some plants. We set out to evolve the FLS2 flagellin receptor of Arabidopsis towards recognition of flagellin peptides from three plant pathogen isolates that Arabidopsis FLS2 currently cannot recognize: X. campestris pv. campestris strain B186, E. amylovora strain CFBP 1430, and R. solanacearum strain K60. An FLS2 allele library was generated that carries mutations in residues directly adjacent to residues previously implicated in flagellin recognition. Our approach explored the hypothesis that screening of FLS2 alleles for elevated response to a known high-affinity ligand (canonical P. aeruginosa-based flg22 peptide) could be used to form a foundation for generation of receptor variants with elevated responsiveness to less sensitively detected ligands (such as the E22 E. amylovora-based flg22 peptide). Obvious approaches for future screens could include conducting the initial screen directly with the poorly recognized target peptide, and/or mutagenizing the receptor residues that directly interact with the ligand. However, the peptides X22, R22 and E22 (Table 1) are significantly different from flg22 and a more efficient interaction with these peptides might cause decreased rather than increased responsiveness to commonly present flg22 regions of other bacterial pathogens. The flagellin flg22 regions that are efficiently recognized by current wild-type FLS2 receptors presumably represent the prevailing evolutionary selection that has shaped FLS2 specificity—a recognition capacity that it is important to retain. Nevertheless, ectopic expression of revised-affinity FLS2 receptors in plants that also retain endogenous wild-type FLS2 receptors might be a successful approach to expand the flagellin detection capacity of plant immune systems without sacrificing existing flagellin detection capabilities.

In the primary screen of the present study, it was surprising that twelve of the thirty-eight lines of plants with increased responsiveness to flg22 had a wild-type FLS2 sequence. We initially hypothesized that this elevated sensitivity was due to increased expression of the FLS2 protein–a hypothesis supported by other recent work [71]. However, FLS2 protein levels were similar to or lower than wild-type in the lines with increased responsiveness to flg22 that carried a wild-type FLS2 transgene sequence. Additionally, sixteen novel alleles from lines that had elevated sensitivity to flg22 did not confer this increased responsiveness to flg22 when re-transformed. Because we defined ‘elevated-responsiveness’ candidates to be those that fell outside the range of 95% of all wild-type seedlings tested on a particular day, it was expected that a substantial number of the plant lines recovered would be false positives rather than true elevated responders. However, for some of the alleles that did not reproducibly elevate response to flg22 in subsequently generated allele re-test transformants, results with progeny of the original ‘elevated-responsiveness’ transformants suggested that a true elevation of responsiveness to flg22 had occurred in the original transformed lines independent of the encoded FLS2 sequence. It is possible that the insertion sites of the transgene constructs were the cause of this phenotype, or alteration of epigenetic marks. The work of [71] explicitly suggests that in addition to variation in FLS2 expression levels, variation in the signaling pathways downstream of MAMP receptors is likely to contribute to observed variations in flagellin perception. The transgenic plant lines we isolated that exhibited elevated responsiveness yet contained uninteresting FLS2 alleles may have arisen due to altered epigenetic regulation of other regulators of FLS2 signaling; plant lines with these characteristics may be of interest for future study.

Four of the six single amino acid change FLS2 alleles identified here that confer increased responsiveness to flagellin peptides contained mutations at the same amino acid residue, E321. Furthermore, the properties of the four amino acids in these alleles (glycine, aspartic acid, leucine, and arginine) are markedly different from one another in terms of physical and chemical properties. One possible explanation for this observation is that the wild-type glutamate residue at this position serves as a constraining factor in flg22 recognition, and removal of this amino acid allowed for more promiscuous binding by the receptor. This could be caused by removal of the relatively large, negative amino acid and replacement either by a smaller amino acid (in the case of glycine, aspartic acid, or leucine) or a positively charged amino acid (in the case of arginine). In the FLS2/flg22/BAK1 co-crystal structure [36], and as shown in Fig 5C, FLS2 residues E321 and especially S320 are adjacent to D15 of the flg22 peptide (D15 of flg22 = D44 of commonly referenced Salmonella enterica flagellin crystal structure 1UCU; [72]). Hence the FLS2/flg22/BAK1 co-crystal structure supports this hypothesized repulsive effect between wild-type FLS2 glutamic acid residue 321 and the flg22 aspartic acid residue D15, which is conserved across all four of the flagellins used in the present study (Table 1). The enhanced recognition of the Erwinia amylovora-based E22 peptide by the FLS2 E321 mutants, without detectably elevated recognition of the R22 or X22 peptides, may be due in part to the larger size of the E14 acidic side chain in the E22 peptide relative to the D14 residue in flg22 and R22 and the V14 residue in X22. The E14 residue in E22 may force D15 of the E22 peptide into closer proximity with FLS2 residue E321.

We did not detect a response to the E22 peptide in all types of assays performed. The ROS assay only revealed elevated responses to E22 peptide for three of the six alleles that reproducibly conferred a response to E22 in seedling growth inhibition assays, and none of the responses to E22 was strong enough to activate detectable restriction of P. syringae pv. tomato strain DC3000 bacterial growth. Recent studies have indicated that some MAMP response assays give conflicting results depending on lab-to-lab variation in specific plant culture environment variables [73]. Other work has shown that MAMP receptors do not uniformly or universally activate all of the characteristic downstream responses (e.g., [10, 74, 75, 76]). Our ROS and pathogen restriction assays may not have been performed in conditions that optimize those responses, or, the modest response to E22 conferred by the new FLS2 alleles may be sufficient to surpass a threshold for triggering only some and not all FLS2-mediated plant responses. It was encouraging, however, that testing of only four second-round FLS2 alleles (all pairwise combinations of the E321 and S345 mutations) yielded an allele that mediated even stronger seedling growth inhibition and ROS burst responses to the E22 Erwinia amylovora flagellin segment.

In the future, it may be possible to enhance the function of insufficiently active MAMP receptors by a number of approaches. Random in vitro mutagenesis of NLR protein LRR domains (and other domains) has, in a few cases, been used to extend the pathogen recognition specificity of those proteins [7782]. Iterative rounds of further modification and screening are the standard approach to protein improvement by in vitro evolution [62, 64, 66, 70, 78]. For PRRs, creation of chimeric receptors with a recognition domain fused to a highly active catalytic domain might increase the response to weakly recognized peptides. Functional chimeric MAMP receptors have been demonstrated [8385]. Elevated efficacy might also be engineered by improved expression of receptors through increased transcription, more efficient protein processing in the ER, decreased protein turnover, elevated affinity for co-receptor proteins, or other mechanisms [71, 86]. ER quality control of MAMP receptors is known to be an important means of regulating expression of these receptors and therefore response to MAMPs [8789]. Protein modifications such as glycosylation also have been shown to be essential for some MAMP receptors including EFR and should be considered when optimizing MAMP receptor performance, although they apparently make a less substantial contribution to FLS2 [90, 91]. A duplication and divergence strategy could also broaden the spectrum of resistance, pyramiding expression of multiple naturally occurring or engineered MAMP receptors that are substantially similar but which recognize a more diverse range of ligands.

Our screen succeeded in identifying mutations that increase sensitivity to a previously unrecognized flagellin peptide, but increasing the throughput of receptor screening would clearly allow searches of wider pools of receptors and more rapid identification of such mutants. For example, although our efforts with yeast to date have not yielded display of FLS2 or EFR extracellular domains that exhibit expected ligand specificity, yeast cell surface display [92] of modified FLS2 or EFR domains could allow functional screening of millions of different alleles. However, yeast display and other methods may be difficult to optimize if for example appropriate MAMP docking relies on other plant cofactors or co-receptors (such as BAK1; [36]), or plant-specific receptor glycosylation. Iterative rounds of mutagenesis and selection, that perform as desired and successfully produce higher-affinity and/or altered-specificity MAMP receptors in yeast, also may or may not lead to receptors that improve disease resistance or overall plant performance when moved back into plants. The in planta experiments presented here, although low-throughput, are achievable with present technology and are more likely to provide biologically relevant data. Higher-throughput in planta selection systems may represent the optimum system for future work.

We chose flagellin sequences from X. campestris pv. campestris, E. amylovora, and R. solanacearum as the targets for our studies, but it should be possible to modify the methods utilized here to target other pathogens or MAMPs. For example, there are elf18 peptides from certain plant pathogenic species that cannot be recognized by EFR [34] and an analogous approach to the one taken here might expand EFR recognition toward such ligands. With ongoing refinement, these approaches may in the future allow guided increases in the plant immune receptor arsenal.

Materials and Methods

Plants and bacterial growth conditions

Arabidopsis thaliana Col-0 and Col-0 fls2-101 plant lines have been previously described [43]. Plants were grown in soil-less potting mix (Sunshine Mix 1, SunGro Horticulture, Agawam MA USA) in nine-hour days, or in fifteen-hour days for plants grown on agar or in liquid half-strength MS plus 1% sucrose. P. syringae pv. tomato strain DC3000 carrying the empty cloning vector pVSP61 [93] was grown at 28°C on NYGA containing 25 μg/mL kanamycin and 50 μg/mL rifampicin.

Cloning and plant transformation

Site-directed randomizing mutagenesis (SDRM) libraries were previously reported [14, 67]. Briefly, the LRR from Arabidopsis thaliana FLS2 from accession Col-0, with added AscI and PacI restriction sites, was cloned into pENTR/D-TOPO (Invitrogen) and used as the template for SDRM. Mutagenic primers containing a randomizing codon at the site of interest (NNB, where N is any nucleotide and B is any nucleotide but A) were used for PCR with a high-fidelity Taq polymerase (Pfu Turbo, Stratagene, La Jolla, CA, USA). Template was digested with the methylation-sensitive restriction endonuclease DpnI, and products were transformed into E. coli. Libraries were verified by sequencing of multiple individual clones and subsequently cut and pasted into the binary vector pHD3300 and pHD3300HA, which contain 1kb of native FLS2 promoter, and the rest of the FLS2 ORF containing the engineered AscI and PacI sites without or with an HA tag, respectively [14]. Mutated FLS2 LRR regions from pENTR/D-TOPO were moved into these vectors by digestion of both vectors with AscI and PacI and subsequent ligation. Stable transformants of Arabidopsis Col-0 fls2-101 plants (containing a premature stop codon in FLS2 open reading frame [43]) were generated via dipping with Agrobacterium tumefaciens GV3101 (pMP90) carrying the construct of interest. FLS2 alleles with multiple amino acids more than a few residues apart were generated sequentially using this strategy, using template containing some of the desired mutations and primers that would generate the additional mutations.

To determine the FLS2 transgene allele in lines with elevated flg22 sensitivity, DNA was extracted and used as a template to amplify the FLS2 LRR-encoding domain (using primers CAGATTGGACCATGATCGGTTCGGCGCGCC and CCCATTAGATCAGAGGCGTTAATTAA, which are specific for the AscI and PacI sites in the transgene and not in the endogenous, mutationally inactivated fls2-101 allele of the host plant), and the DNA sequence of the PCR product was then determined. In sequences from plants with elevated responsiveness to flg22 that had a wild-type sequence, the entire ORF of FLS2 was sequenced to check for the presence of mutations outside of the LRR domain.

Protein detection

Six to eight three-week-old seedlings were ground at room temperature in 2x SDS buffer (2mL buffer per g tissue), boiled, and centrifuged to remove particulates. 50 μl per sample was separated by SDS-PAGE, blotted onto a PVDF membrane, and detected using a rabbit anti-FLS2 antibody (Genscript, Piscataway NJ USA; prepared as in [94]) that was subsequently detected by a goat IgG anti-rabbit antibody conjugated to horseradish peroxidase (Roche, Indianapolis IN USA), made visible using the ECL Plus Kit (Amersham/GE Healthcare, Pittsburgh PA USA).

Peptide response assays

Flagellin peptides used are listed in Table 1 and were obtained from Genscript.

Seedling growth inhibition assays were performed as in [14, 16, 67]. Briefly, seedlings were grown on half-strength MS with relevant selection for five days. Transgenic seedlings were then moved to liquid half-strength MS plus 1% sucrose with indicated concentration of flg22 peptide and grown for 10–14 days before being weighed. For any individual experiment, all seedlings were weighed on the same day.

Reactive oxygen species (ROS) were detected as described previously [15, 67]. Briefly, leaf discs were taken from leaves of four- to eight-week old stable transgenic Arabidopsis plants containing our construct of interest. Leaf discs were floated on 1% DMSO overnight before being treated with indicated peptides in the presence of 1 μg/mL luminol and 1 μg/mL horseradish peroxidase. Luminescence was measured on a Synergy HT or a Berthold Centro microplate reader for 30 minutes immediately following addition of reagents. At least two T2 plants per construct and four leaf discs per treatment per plant were used in each replicate.

For bacterial growth assays, leaves of five- to six-week old plants were infiltrated via syringe with 10mM MgCl2 with the indicated concentration of flagellin peptide. 24 hours later, the same leaves were infiltrated with P. syringae pv. tomato strain DC3000(pVSP61) at a concentration of 105 CFU/mL. Two days later, four leaf discs from two plants (two leaves per plant) were ground in 10mM MgCl2 and dilution-plated on NYGA containing cycloheximide (antifungal) and rifampicin to determine bacteria levels for a single replicate. Each genotype/treatment combination was tested in triplicate. Colonies were counted two days later for enumeration of leaf bacteria.

Statistical tests (ANOVA with Tukey’s multiple comparison test) were performed using Minitab.

Supporting Information

S1 Fig

Characterization of fls2- Arabidopsis lines, carrying an FLS2 transgene with wild-type sequence, that exhibited increased sensitivity to flg22.

(PDF)

S2 Fig

Six alleles at three amino acid positions confer elevated sensitivity to flg22.

(PDF)

S3 Fig

ROS burst in response to Erwinia amylovora flg22 (E22) peptide conferred by some elevated-flg22-response alleles of FLS2.

(PDF)

Funding Statement

This research was funded by the U.S. Department of Energy (http://science.energy.gov/bes/csgb/, Contract No. DE-FG02-02ER15342) to AFB and an NSF Predoctoral Fellowship (https://www.nsfgrfp.org) to LH. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Data Availability

Data Availability

All relevant data are within the paper and its Supporting Information files.

References

1. Medzhitov R, Janeway CA Jr. Innate immunity: the virtues of a nonclonal system of recognition. Cell. 1997;91(3):295–8. . [PubMed]
2. Boller T, Felix G. A renaissance of elicitors: perception of microbe-associated molecular patterns and danger signals by pattern-recognition receptors. Annu Rev Plant Biol. 2009;60:379–406. Epub 2009/04/30. doi: 10.1146/annurev.arplant.57.032905.105346 . [PubMed]
3. Zipfel C. Plant pattern-recognition receptors. Trends Immunol. 2014;35(7):345–51. doi: 10.1016/j.it.2014.05.004 . [PubMed]
4. Win J, Chaparro-Garcia A, Belhaj K, Saunders DG, Yoshida K, Dong S, et al. Effector biology of plant-associated organisms: concepts and perspectives. Cold Spring Harbor symposia on quantitative biology. 2012;77:235–47. doi: 10.1101/sqb.2012.77.015933 . [PubMed]
5. Dou D, Zhou JM. Phytopathogen effectors subverting host immunity: different foes, similar battleground. Cell host & microbe. 2012;12(4):484–95. doi: 10.1016/j.chom.2012.09.003 . [PubMed]
6. Robatzek S, Wirthmueller L. Mapping FLS2 function to structure: LRRs, kinase and its working bits. Protoplasma. 2013. doi: 10.1007/s00709-012-0459-6 . [PubMed]
7. Schwessinger B, Zipfel C. News from the frontline: recent insights into PAMP-triggered immunity in plants. Current opinion in plant biology. 2008;11(4):389–95. doi: 10.1016/J.Pbi.2008.06.001 . [PubMed]
8. Zipfel C. Early molecular events in PAMP-triggered immunity. Current opinion in plant biology. 2009;12(4):414–20. doi: 10.1016/j.pbi.2009.06.003 . [PubMed]
9. Adams-Phillips L, Briggs AG, Bent AF. Disruption of poly(ADP-ribosyl)ation mechanisms alters responses of Arabidopsis to biotic stress. Plant physiology. 2010;152(1):267–80. doi: 10.1104/pp.109.148049 [PubMed]
10. Aslam SN, Erbs G, Morrissey KL, Newman MA, Chinchilla D, Boller T, et al. Microbe associated molecular pattern (MAMP) signatures, synergy, size and charge: influences on perception or mobility and host defence responses. Molecular plant pathology. 2009;10(3):375–87. doi: 10.1111/j.1364-3703.2009.00537.x . [PubMed]
11. Tintor N, Ross A, Kanehara K, Yamada K, Fan L, Kemmerling B, et al. Layered pattern receptor signaling via ethylene and endogenous elicitor peptides during Arabidopsis immunity to bacterial infection. Proceedings of the National Academy of Sciences of the United States of America. 2013;110(15):6211–6. doi: 10.1073/pnas.1216780110 ; PubMed Central PMCID: PMC3625345. [PubMed]
12. Zipfel C, Robatzek S, Navarro L, Oakeley EJ, Jones JD, Felix G, et al. Bacterial disease resistance in Arabidopsis through flagellin perception. Nature. 2004;428(6984):764–7. . [PubMed]
13. Belkhadir Y, Yang L, Hetzel J, Dangl JL, Chory J. The growth-defense pivot: crisis management in plants mediated by LRR-RK surface receptors. Trends in biochemical sciences. 2014;39(10):447–56. doi: 10.1016/j.tibs.2014.06.006 ; PubMed Central PMCID: PMC4177940. [PMC free article] [PubMed]
14. Dunning FM, Sun W, Jansen KL, Helft L, Bent AF. Identification and mutational analysis of Arabidopsis FLS2 leucine-rich repeat domain residues that contribute to flagellin perception. The Plant cell. 2007;19(10):3297–313. . [PubMed]
15. Gómez-Gómez L, Felix G, Boller T. A single locus determines sensitivity to bacterial flagellin in Arabidopsis thaliana. Plant J. 1999;18(3):277–84. . [PubMed]
16. Gómez-Gómez L, Boller T. FLS2: an LRR receptor-like kinase involved in the perception of the bacterial elicitor flagellin in Arabidopsis. Mol Cell. 2000;5(6):1003–11. . [PubMed]
17. Kaku H, Nishizawa Y, Ishii-Minami N, Akimoto-Tomiyama C, Dohmae N, Takio K, et al. Plant cells recognize chitin fragments for defense signaling through a plasma membrane receptor. Proceedings of the National Academy of Sciences of the United States of America. 2006;103(29):11086–91. . [PubMed]
18. Miya A, Albert P, Shinya T, Desaki Y, Ichimura K, Shirasu K, et al. CERK1, a LysM receptor kinase, is essential for chitin elicitor signaling in Arabidopsis. Proceedings of the National Academy of Sciences of the United States of America. 2007. . [PubMed]
19. Kishimoto K, Kouzai Y, Kaku H, Shibuya N, Minami E, Nishizawa Y. Perception of the chitin oligosaccharides contributes to disease resistance to blast fungus Magnaporthe oryzae in rice. Plant J. 2010;64(2):343–54. doi: 10.1111/j.1365-313X.2010.04328.x [PubMed]
20. Wan J, Zhang XC, Neece D, Ramonell KM, Clough S, Kim SY, et al. A LysM receptor-like kinase plays a critical role in chitin signaling and fungal resistance in Arabidopsis. The Plant cell. 2008;20(2):471–81. doi: 10.1105/tpc.107.056754 [PubMed]
21. Cao Y, Liang Y, Tanaka K, Nguyen CT, Jedrzejczak RP, Joachimiak A, et al. The kinase LYK5 is a major chitin receptor in Arabidopsis and forms a chitin-induced complex with related kinase CERK1. eLife. 2014;3 doi: 10.7554/eLife.03766 . [PMC free article] [PubMed]
22. Zipfel C, Kunze G, Chinchilla D, Caniard A, Jones JD, Boller T, et al. Perception of the bacterial PAMP EF-Tu by the receptor EFR restricts Agrobacterium-mediated transformation. Cell. 2006;125(4):749–60. . [PubMed]
23. Ron M, Avni A. The receptor for the fungal elicitor ethylene-inducing xylanase is a member of a resistance-like gene family in tomato. The Plant cell. 2004;16(6):1604–15. . [PubMed]
24. Thomma BP, Nurnberger T, Joosten MH. Of PAMPs and effectors: the blurred PTI-ETI dichotomy. The Plant cell. 2011;23(1):4–15. doi: 10.1105/tpc.110.082602 ; PubMed Central PMCID: PMC3051239. [PubMed]
25. Padmanabhan M, Cournoyer P, Dinesh-Kumar SP. The leucine-rich repeat domain in plant innate immunity: a wealth of possibilities. Cell Microbiol. 2009;11(2):191–8. doi: 10.1111/J.1462-5822.2008.01260.X . [PMC free article] [PubMed]
26. Kobe B, Kajava AV. The leucine-rich repeat as a protein recognition motif. Current opinion in structural biology. 2001;11(6):725–32. . [PubMed]
27. Zhang Z, Thomma BP. Structure-function aspects of extracellular leucine-rich repeat-containing cell surface receptors in plants. Journal of integrative plant biology. 2013;55(12):1212–23. doi: 10.1111/jipb.12080 . [PubMed]
28. Bell JK, Askins J, Hall PR, Davies DR, Segal DM. The dsRNA binding site of human Toll-like receptor 3. Proceedings of the National Academy of Sciences of the United States of America. 2006;103(23):8792–7. doi: 10.1073/pnas.0603245103 . [PubMed]
29. Deng L, Luo M, Velikovsky A, Mariuzza RA. Structural insights into the evolution of the adaptive immune system. Annual review of biophysics. 2013;42:191–215. doi: 10.1146/annurev-biophys-083012-130422 . [PubMed]
30. Felix G, Duran JD, Volko S, Boller T. Plants have a sensitive perception system for the most conserved domain of bacterial flagellin. Plant J. 1999;18(3):265–76. . [PubMed]
31. Robatzek S, Bittel P, Chinchilla D, Kochner P, Felix G, Shiu SH, et al. Molecular identification and characterization of the tomato flagellin receptor LeFLS2, an orthologue of Arabidopsis FLS2 exhibiting characteristically different perception specificities. Plant Mol Biol. 2007;64(5):539–47. doi: 10.1007/s11103-007-9173-8 . [PubMed]
32. Hann DR, Rathjen JP. Early events in the pathogenicity of Pseudomonas syringae on Nicotiana benthamiana. The Plant Journal. 2007;49(4):607–18. . [PubMed]
33. Takai R, Isogai A, Takayama S, Che F. Analysis of flagellin perception mediated by flg22 receptor OsFLS2 in rice. Molecular Plant-Microbe Interactions. 2008;21(12):1635–42. doi: 10.1094/MPMI-21-12-1635 . [PubMed]
34. Kunze G, Zipfel C, Robatzek S, Niehaus K, Boller T, Felix G. The N terminus of bacterial elongation factor Tu elicits innate immunity in Arabidopsis plants. The Plant cell. 2004;16(12):3496–507. . [PubMed]
35. Albert M, Jehle AK, Lipschis M, Mueller K, Zeng Y, Felix G. Regulation of cell behaviour by plant receptor kinases: Pattern recognition receptors as prototypical models. European journal of cell biology. 2010;89(2–3):200–7. doi: 10.1016/j.ejcb.2009.11.015 [PubMed]
36. Sun Y, Li L, Macho AP, Han Z, Hu Z, Zipfel C, et al. Structural basis for flg22-induced activation of the Arabidopsis FLS2-BAK1 immune complex. Science (New York, NY. 2013;342(6158):624–8. doi: 10.1126/science.1243825 . [PubMed]
37. Meindl T, Boller T, Felix G. The bacterial elicitor flagellin activates its receptor in tomato cells according to the address-message concept. The Plant cell. 2000;12(9):1783–94. . [PubMed]
38. Mueller K, Bittel P, Chinchilla D, Jehle AK, Albert M, Boller T, et al. Chimeric FLS2 receptors reveal the basis for differential flagellin perception in Arabidopsis and tomato. The Plant cell. 2012;24(5):2213–24. doi: 10.1105/tpc.112.096073 ; PubMed Central PMCID: PMC3442597. [PubMed]
39. Smith KD, Andersen-Nissen E, Hayashi F, Strobe K, Bergman MA, Barrett SL, et al. Toll-like receptor 5 recognizes a conserved site on flagellin required for protofilament formation and bacterial motility. Nat Immunol. 2003;4(12):1247–53. . [PubMed]
40. Wang S, Sun Z, Wang H, Liu L, Lu F, Yang J, et al. Rice OsFLS2-mediated perception of bacterial flagellins is evaded by Xanthomonas oryzae pvs. oryzae and oryzicola. Molecular plant. 2015. doi: 10.1016/j.molp.2015.01.012 . [PubMed]
41. Takakura Y, Che F, Ishida Y, Tsutsumi F, Kurotani K, Usami S, et al. Expression of a bacterial flagellin gene triggers plant immune responses and confers disease resistance in transgenic rice plants. Molecular plant pathology. 2008;9(4):525 doi: 10.1111/j.1364-3703.2008.00477.x . [PubMed]
42. Forsyth A, Mansfield J, Grabov N, Sinapidou E, de Torres M, Grant M. Genetic Dissection of Basal Resistance to Pseudomonas syringae pv. phaseolicola in accessions of Arabidopsis. Molecular Plant-Microbe Interactions. 2010;23(12):1545–52. doi: 10.1094/MPMI-02-10-0047 . [PubMed]
43. Pfund C, Tans-Kersten J, Dunning FM, Alonso JM, Ecker JR, Allen C, et al. Flagellin is not a major defense elicitor in Ralstonia solanacearum cells or extracts applied to Arabidopsis thaliana. Mol Plant-Microbe Interact. 2004;17:696–706. . [PubMed]
44. Sun W, Dunning FM, Pfund C, Weingarten R, Bent AF. Within-species flagellin polymorphism in Xanthomonas campestris pv campestris and its impact on elicitation of Arabidopsis FLAGELLIN SENSING2-dependent defenses. The Plant cell. 2006;18(3):764–79. . [PubMed]
45. Trda L, Fernandez O, Boutrot F, Heloir MC, Kelloniemi J, Daire X, et al. The grapevine flagellin receptor VvFLS2 differentially recognizes flagellin-derived epitopes from the endophytic growth-promoting bacterium Burkholderia phytofirmans and plant pathogenic bacteria. The New phytologist. 2014;201(4):1371–84. doi: 10.1111/nph.12592 . [PubMed]
46. Cai R, Lewis J, Yan S, Liu H, Clarke CR, Campanile F, et al. The plant pathogen Pseudomonas syringae pv. tomato is genetically monomorphic and under strong selection to evade tomato immunity. PLoS Pathog. 2011;7(8):e1002130 doi: 10.1371/journal.ppat.1002130 ; PubMed Central PMCID: PMC3161960. [PMC free article] [PubMed]
47. Clarke CR, Chinchilla D, Hind SR, Taguchi F, Miki R, Ichinose Y, et al. Allelic variation in two distinct Pseudomonas syringae flagellin epitopes modulates the strength of plant immune responses but not bacterial motility. The New phytologist. 2013;200(3):847–60. doi: 10.1111/nph.12408 ; PubMed Central PMCID: PMC3797164. [PMC free article] [PubMed]
48. Takeuchi K, Taguchi F, Inagaki Y, Toyoda K, Shiraishi T, Ichinose Y. Flagellin glycosylation island in Pseudomonas syringae pv. glycinea and its role in host specificity. J Bacteriol. 2003;185(22):6658–65. . [PMC free article] [PubMed]
49. Hirai H, Takai R, Iwano M, Nakai M, Kondo M, Takayama S, et al. Glycosylation regulates specific induction of rice immune responses by Acidovorax avenae flagellin. The Journal of biological chemistry. 2011;286(29):25519–30. doi: 10.1074/jbc.M111.254029 ; PubMed Central PMCID: PMC3138280. [PMC free article] [PubMed]
50. Sun W, Liu L, Bent AF. Type III secretion-dependent host defence elicitation and type III secretion-independent growth within leaves by Xanthomonas campestris pv. campestris. Molecular plant pathology. 2011;12(8):731–45. doi: 10.1111/j.1364-3703.2011.00707.x . [PubMed]
51. Bardoel BW, van der Ent S, Pel MJ, Tommassen J, Pieterse CM, van Kessel KP, et al. Pseudomonas evades immune recognition of flagellin in both mammals and plants. PLoS Pathog. 2011;7(8):e1002206 doi: 10.1371/journal.ppat.1002206 ; PubMed Central PMCID: PMC3161968. [PMC free article] [PubMed]
52. Dodds PN, Rathjen JP. Plant immunity: towards an integrated view of plant-pathogen interactions. Nat Rev Genet. 2010;11(8):539–48. doi: 10.1038/nrg2812 . [PubMed]
53. Zhang J, Li W, Xiang T, Liu Z, Laluk K, Ding X, et al. Receptor-like cytoplasmic kinases integrate signaling from multiple plant immune receptors and are targeted by a Pseudomonas syringae effector. Cell host & microbe. 2010;7(4):290–301. . [PubMed]
54. Nicaise V, Joe A, Jeong BR, Korneli C, Boutrot F, Westedt I, et al. Pseudomonas HopU1 modulates plant immune receptor levels by blocking the interaction of their mRNAs with GRP7. EMBO J. 2013;32(5):701–12. doi: 10.1038/emboj.2013.15 ; PubMed Central PMCID: PMC3590987. [PubMed]
55. Pel MJ, van Dijken AJ, Bardoel BW, Seidl MF, van der Ent S, van Strijp JA, et al. Pseudomonas syringae evades host immunity by degrading flagellin monomers with alkaline protease AprA. Mol Plant Microbe Interact. 2014;27(7):603–10. doi: 10.1094/MPMI-02-14-0032-R . [PubMed]
56. Ramos HC, Rumbo M, Sirard JC. Bacterial flagellins: mediators of pathogenicity and host immune responses in mucosa. Trends Microbiol. 2004;12(11):509–17. doi: 10.1016/j.tim.2004.09.002 . [PubMed]
57. Roy CR, Mocarski ES. Pathogen subversion of cell-intrinsic innate immunity. Nat Immunol. 2007;8(11):1179–87. doi: 10.1038/ni1528 . [PubMed]
58. Lacombe S, Rougon-Cardoso A, Sherwood E, Peeters N, Dahlbeck D, van Esse H, et al. Interfamily transfer of a plant pattern-recognition receptor confers broad-spectrum bacterial resistance. Nature Biotechnology. 2010;28(4):365–9. doi: 10.1038/nbt.1613 . [PubMed]
59. Andersen-Nissen E, Smith KD, Strobe KL, Barrett SL, Cookson BT, Logan SM, et al. Evasion of Toll-like receptor 5 by flagellated bacteria. Proceedings of the National Academy of Sciences of the United States of America. 2005;102(26):9247–52. doi: 10.1073/pnas.0502040102 ; PubMed Central PMCID: PMC1166605. [PubMed]
60. Zipfel C, Felix G. Plants and animals: a different taste for microbes? Current opinion in plant biology. 2005;8(4):353–60. . [PubMed]
61. Cook DE, Mesarich CH, Thomma BP. Understanding plant immunity as a surveillance system to detect invasion. Annual review of phytopathology. 2015;53:541–63. doi: 10.1146/annurev-phyto-080614-120114 . [PubMed]
62. Castle LA, Siehl DL, Gorton R, Patten PA, Chen YH, Bertain S, et al. Discovery and directed evolution of a glyphosate tolerance gene. Science (New York, NY. 2004;304(5674):1151–4. . [PubMed]
63. Minshull J, Govindarajan S, Cox T, Ness JE, Gustafsson C. Engineered protein function by selective amino acid diversification. Methods. 2004;32(4):416–27. . [PubMed]
64. Reetz MT, Carballeira JD. Iterative saturation mutagenesis (ISM) for rapid directed evolution of functional enzymes. Nature protocols. 2007;2(4):891–903. . [PubMed]
65. Bratkovič T. Progress in phage display: evolution of the technique and its applications. Cellular and molecular life sciences. 2010;67(5):749–67. . [PubMed]
66. Lane MD, Seelig B. Advances in the directed evolution of proteins. Current opinion in chemical biology. 2014;22:129–36. doi: 10.1016/j.cbpa.2014.09.013 ; PubMed Central PMCID: PMC4253873. [PMC free article] [PubMed]
67. Helft L, Reddy V, Chen X, Koller T, Federici L, Fern·ndez-Recio J, et al. LRR Conservation Mapping to predict functional sites within protein leucine-rich repeat domains. PLoS One. 2011;6(7):e21614 doi: 10.1371/journal.pone.0021614 [PMC free article] [PubMed]
68. Koller T, Bent AF. FLS2-BAK1 extracellular domain interaction sites required for defense signaling activation. PLoS One. 2014;9(10):e111185 doi: 10.1371/journal.pone.0111185 ; PubMed Central PMCID: PMC4214723. [PMC free article] [PubMed]
69. Bauer Z, Gómez-Gómez L, Boller T, Felix G. Sensitivity of different ecotypes and mutants of Arabidopsis thaliana toward the bacterial elicitor flagellin correlates with the presence of receptor-binding sites. The Journal of biological chemistry. 2001;276(49):45669–76. . [PubMed]
70. Gilbreth RN, Koide S. Structural insights for engineering binding proteins based on non-antibody scaffolds. Current opinion in structural biology. 2012;22(4):413–20. doi: 10.1016/j.sbi.2012.06.001 ; PubMed Central PMCID: PMC3423532. [PMC free article] [PubMed]
71. Vetter MM, Kronholm I, He F, Haweker H, Reymond M, Bergelson J, et al. Flagellin perception varies quantitatively in Arabidopsis thaliana and its relatives. Mol Biol Evol. 2012;29(6):1655–67. doi: 10.1093/molbev/mss011 . [PubMed]
72. Yonekura K, Maki-Yonekura S, Namba K. Complete atomic model of the bacterial flagellar filament by electron cryomicroscopy. Nature. 2003;424(6949):643–50. . [PubMed]
73. Luna E, Pastor V, Robert J, Flors V, Mauch-Mani B, Ton J. Callose deposition: a multifaceted plant defense response. Molecular Plant-Microbe Interactions. 2011;24(2):183–93. doi: 10.1094/MPMI-07-10-0149 . [PubMed]
74. Segonzac C, Feike D, Gimenez-Ibanez S, Hann DR, Zipfel C, Rathjen JP. Hierarchy and roles of pathogen-associated molecular pattern-induced responses in Nicotiana benthamiana. Plant physiology. 2011;156(2):687–99. doi: 10.1104/pp.110.171249 ; PubMed Central PMCID: PMC3177268. [PubMed]
75. Kadota Y, Sklenar J, Derbyshire P, Stransfeld L, Asai S, Ntoukakis V, et al. Direct regulation of the NADPH oxidase RBOHD by the PRR-associated kinase BIK1 during plant immunity. Mol Cell. 2014;54(1):43–55. doi: 10.1016/j.molcel.2014.02.021 . [PubMed]
76. Faulkner C, Petutschnig E, Benitez-Alfonso Y, Beck M, Robatzek S, Lipka V, et al. LYM2-dependent chitin perception limits molecular flux via plasmodesmata. Proceedings of the National Academy of Sciences of the United States of America. 2013;110(22):9166–70. doi: 10.1073/pnas.1203458110 ; PubMed Central PMCID: PMC3670346. [PubMed]
77. Farnham G, Baulcombe DC. Artificial evolution extends the spectrum of viruses that are targeted by a disease-resistance gene from potato. Proceedings of the National Academy of Sciences of the United States of America. 2006;103(49):18828–33. . [PubMed]
78. Harris CJ, Slootweg EJ, Goverse A, Baulcombe DC. Stepwise artificial evolution of a plant disease resistance gene. Proceedings of the National Academy of Sciences of the United States of America. 2013;110(52):21189–94. doi: 10.1073/pnas.1311134110 ; PubMed Central PMCID: PMC3876221. [PubMed]
79. Segretin ME, Pais M, Franceschetti M, Chaparro-Garcia A, Bos JI, Banfield MJ, et al. Single amino acid mutations in the potato immune receptor R3a expand response to Phytophthora effectors. Mol Plant Microbe Interact. 2014;27(7):624–37. doi: 10.1094/MPMI-02-14-0040-R . [PubMed]
80. Chapman S, Stevens LJ, Boevink PC, Engelhardt S, Alexander CJ, Harrower B, et al. Detection of the virulent form of AVR3a from Phytophthora infestans following artificial evolution of potato resistance gene R3a. PLoS One. 2014;9(10):e110158 doi: 10.1371/journal.pone.0110158 ; PubMed Central PMCID: PMC4207746. [PMC free article] [PubMed]
81. Stirnweis D, Milani SD, Jordan T, Keller B, Brunner S. Substitutions of two amino acids in the nucleotide-binding site domain of a resistance protein enhance the hypersensitive response and enlarge the PM3F resistance spectrum in wheat. Mol Plant Microbe Interact. 2014;27(3):265–76. doi: 10.1094/MPMI-10-13-0297-FI . [PubMed]
82. Giannakopoulou A, Steele JF, Segretin ME, Bozkurt TO, Zhou J, Robatzek S, et al. Tomato I2 immune receptor can be engineered to confer partial resistance to the oomycete Phytophthora infestans in addition to the fungus Fusarium oxysporum. Mol Plant Microbe Interact. 2015;28(12):1316–29. doi: 10.1094/MPMI-07-15-0147-R . [PubMed]
83. Brutus A, Sicilia F, Macone A, Cervone F, De Lorenzo G. A domain swap approach reveals a role of the plant wall-associated kinase 1 (WAK1) as a receptor of oligogalacturonides. Proceedings of the National Academy of Sciences of the United States of America. 2010;107(20):9452–7. doi: 10.1073/pnas.1000675107 [PubMed]
84. Albert M, Jehle AK, Mueller K, Eisele C, Lipschis M, Felix G. Arabidopsis thaliana pattern recognition receptors for bacterial elongation factor Tu and flagellin can be combined to form functional chimeric receptors. The Journal of biological chemistry. 2010;285(25):19035–42. doi: 10.1074/jbc.M110.124800 [PMC free article] [PubMed]
85. Jehle AK, Lipschis M, Albert M, Fallahzadeh-Mamaghani V, Furst U, Mueller K, et al. The receptor-like protein ReMAX of Arabidopsis detects the microbe-associated molecular pattern eMax from Xanthomonas. The Plant cell. 2013;25(6):2330–40. doi: 10.1105/tpc.113.110833 ; PubMed Central PMCID: PMC3723629. [PubMed]
86. Beck M, Heard W, Mbengue M, Robatzek S. The INs and OUTs of pattern recognition receptors at the cell surface. Current opinion in plant biology. 2012;15(4):367–74. doi: 10.1016/j.pbi.2012.05.004 . [PubMed]
87. Saijo Y, Tintor N, Lu X, Rauf P, Pajerowska-Mukhtar K, H‰weker H, et al. Receptor quality control in the endoplasmic reticulum for plant innate immunity. The EMBO Journal. 2009;28(21):3439–49. doi: 10.1038/emboj.2009.263 . [PubMed]
88. Li J, Zhao-Hui C, Batoux M, Nekrasov V, Roux M, Chinchilla D, et al. Specific ER quality control components required for biogenesis of the plant innate immune receptor EFR. Proceedings of the National Academy of Sciences of the United States of America. 2009;106(37):15973–8. doi: 10.1073/pnas.0905532106 ; PubMed Central PMCID: PMC2747228. [PubMed]
89. Nekrasov V, Li J, Batoux M, Roux M, Chu ZH, Lacombe S, et al. Control of the pattern-recognition receptor EFR by an ER protein complex in plant immunity. EMBO J. 2009;28(21):3428–38. doi: 10.1038/emboj.2009.262 ; PubMed Central PMCID: PMC2776097. [PubMed]
90. Häweker H, Rips S, Koiwa H, Salomon S, Saijo Y, Chinchilla D, et al. Pattern recognition receptors require N-glycosylation to mediate plant immunity. Journal of Biological Chemistry. 2010;285(7):4629 doi: 10.1074/jbc.M109.063073 [PMC free article] [PubMed]
91. Sun W, Cao Y, Jansen Labby K, Bittel P, Boller T, Bent AF. Probing the Arabidopsis flagellin receptor: FLS2-FLS2 association and the contributions of specific domains to signaling function. The Plant cell. 2012;24(3):1096–113. doi: 10.1105/tpc.112.095919 ; PubMed Central PMCID: PMC3336135. [PubMed]
92. Pepper LR, Cho YK, Boder ET, Shusta EV. A decade of yeast surface display technology: where are we now? Combinatorial chemistry & high throughput screening. 2008;11(2):127–34. . [PMC free article] [PubMed]
93. Kunkel BN, Bent AF, Dahlbeck D, Innes RW, Staskawicz BJ. RPS2, an Arabidopsis disease resistance locus specifying recognition of Pseudomonas syringae strains expressing the avirulence gene avrRpt2. The Plant cell. 1993;5(8):865–75. . [PubMed]
94. Chinchilla D, Bauer Z, Regenass M, Boller T, Felix G. The Arabidopsis receptor kinase FLS2 binds flg22 and determines the specificity of flagellin perception. The Plant cell. 2006;18(2):465–76. . [PubMed]

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