Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Candidate effector proteins from the oomycetes Plasmopara viticola and Phytophthora parasitica share similar predicted structures and induce cell death in Nicotiana species

Abstract

Effector proteins secreted by plant pathogens are essential for infection. Cytoplasmic RXLR effectors from oomycetes are characterized by the presence of RXLR and EER motifs that are frequently linked to WY- and/or LWY-domains, folds that are exclusive to this effector family. A related family of secreted candidate effector proteins, carrying WY-domains and the EER motif but lacking the canonical RXLR motif, has recently been described in oomycetes and is mainly found in downy mildew pathogens. Plasmopara viticola is an obligate biotrophic oomycete causing grapevine downy mildew. Here we describe a conserved Pl. viticola secreted candidate non-RXLR effector protein with cell death-inducing activity in Nicotiana species. A similar RXLR effector candidate from the broad host range oomycete pathogen Phytophthora parasitica also induces cell death in Nicotiana. Through comparative tertiary structure modelling, we reveal that both proteins are predicted to carry WY- and LWY-domains. Our work supports the presence of LWY-domains in non-RXLR effectors and suggests that effector candidates with similar domain architecture may exert similar activities.

Introduction

Oomycete plant pathogens rely on effector proteins to infect host plants and complete their life cycle. To facilitate infection, effectors typically modify host metabolism and suppress plant defenses [1], either directly in the extracellular space (apoplastic effectors) or after translocation into plant cells (cytoplasmic effectors). RXLR proteins constitute the largest and best-studied oomycete effector family. They comprise an N-terminal signal peptide, followed by RXLR and EER motifs, as well as, in many cases, one or more WY-domains. The latter are known to adopt a structural fold found only in this family of proteins [2]. Another fold, the LWY-domain, often occurs in tandem repeats, provides structural and functional modularity to RXLR effectors, and may facilitate their evolution [3].

Advances in sequencing technologies have accelerated genome sequencing of several plant-pathogenic oomycetes, which has in turn led to the discovery of their effector repertoires [4]. The last 15 years have witnessed important work devoted to the functional analysis of RXLR effectors involved in various plant-oomycete interactions, resulting in the identification of their targets and the characterization of their role as defense suppressors [5, 6]. In parallel, several authors have identified RXLR effectors that induce cell death in Nicotiana species [712], however, because in most cases cell death resulted from constitutive expression of effector proteins in a model plant, its biological significance is not understood. Indeed, the expression of effectors in non-native hosts and at levels much higher than those attained upon natural infection could lead to a cell death induction that, as it has been hypothesized, would not illustrate the actual effector function but would rather be the consequence of excessive effector activity [13].

The oomycete effector repertoire has recently been expanded with the description of secreted proteins carrying WY-domains and the EER motif, but lacking an RXLR motif [1417]. These candidate effector proteins are mainly found in downy mildew pathogens. Their recognition by intracellular NLR disease resistance proteins suggests they fulfil their function in the host cytoplasm [17]. The fact that effectors are targeted by disease resistance proteins has been exploited to use effectors as tools to accelerate disease resistance gene discovery [1820]. Because resistance genes are central to breeding programs, a complete knowledge of the effector repertoire of a plant pathogen is important to increase the efficiency of breeding for plant disease resistance.

The obligate biotroph Plasmopara viticola causes downy mildew of grapevine. This oomycete was introduced to Europe from the United States in the late 19th century and has spread worldwide [21]. The development of genomic and transcriptomic resources for Pl. viticola has enabled the candidate effector repertoire of several Pl. viticola isolates to be predicted [2226]. Functional analysis studies then unveiled the role of some of these effector proteins in plant defense response suppression [2730], and identified some of their host targets [3133]. Frequently, the induction of plant cell death in N. benthamiana has been described for RXLR effectors from Pl. viticola [16, 28, 30, 34, 35].

Recently, we reported the identification of Pl. viticola candidate effector proteins containing WY-domains and EER motifs but lacking the RXLR motif [16]. Understanding the function of this class of effectors might be important to devise strategies to control grapevine downy mildew. To this end, we describe the characterization of a secreted, WY/LWY-domain containing Pl. viticola candidate effector protein, termed Pvit47, with cell death-inducing activity in Nicotiana species.

Results

Pvit47 induces cell death in Nicotiana species

Pvit47 was identified in a previous study as a putatively secreted WY-domain-containing protein from Plasmopara viticola (Plvit221r1_S0324g36070) [16]. While screening candidate effector proteins for their ability to suppress cell death in N. benthamiana, we observed that Agrobacterium-mediated transient expression of Pvit47 lacking its signal peptide (Pvit47ΔSP) triggered cell death, which occurred at 5 days post-agroinfiltration (dpa). Cell death appearance varied from yellowing to different levels of tissue collapse (Fig 1A, S1 Table). By contrast, cell death was not observed following Agrobacterium-mediated transient expression of ß-glucuronidase (GUS) (Fig 1B). A range of phenotypic responses could be observed in plants from the same batch, suggesting that minor differences in leaf physiology could interfere with the extent of cell death development (Fig 1B). Expression of Pvit47ΔSP also triggered cell death in N. occidentalis and N. tabacum (Fig 1C). The response was much stronger in the latter and visible at 2 dpa. In contrast to Pvit33 [16], Pvit47ΔSP did not trigger visible cell death in grapevine and the cell death marker gene VvHSR1 [36] was not induced (Fig 1D). Our results show that Pvit47 induces cell death in Nicotiana species but not in grapevine.

thumbnail
Fig 1. Candidate effector Pvit47 induces cell death in Nicotiana species.

(A) Cell death induction following Agrobacterium-mediated transient expression of Pvit47ΔSP (47ΔSP) in N. benthamiana leaves. Cell death responses were assigned to one of five classes based on strength, from no response to uniform tissue collapse. Images are representative of the five classes and numbers indicate the number of responses falling inside each class. Results correspond to five independent experiments. Details of class definition and results for independent experiments are presented in S1 Table. Orange arrow indicates weak cell death and red arrows indicate patches of collapsing tissue. (B) Cell death induction following Agrobacterium-mediated transient expression of 47ΔSP in plants belonging to the same batch. Agrobacterium-mediated transient expression of ß-glucuronidase (GUS) was used as negative control. Arrows indicate patches of collapsing tissue. (C) Cell death induction following Agrobacterium-mediated transient expression of 47ΔSP in Nicotiana species. Top: daylight, bottom: blue light. Agrobacterium-mediated transient expression of candidate effector protein 31ΔSP, reported not to induce cell death in Nicotiana spp. [16], is shown for comparison. (D) Cell death induction following Agrobacterium-mediated transient expression of 47ΔSP in grapevine leaf discs. Cell death was assessed visually and as expression of the cell death marker VvHSR1 by semiquantitative reverse transcription-polymerase chain reaction (RT-PCR). Leaf discs transiently expressing the green fluorescent protein (GFP) or infiltrated with agroinfiltration buffer are used as negative controls, while leaf discs infiltrated with Agrobacterium carrying the 33ΔSP construct are used as positive control. Arrows indicate cell death spots in leaf discs infiltrated with 33ΔSP. Actin (VvACT) is used as standard for RT-PCRs. Nicotiana pictures were taken at 5 days post-agroinfiltration (dpa). Grapevine pictures and sampling for RT-PCR experiments were done at 5 dpa. Each RT-PCR sample corresponds to four pooled leaf discs. Experiments were repeated two more times with the same results.

https://doi.org/10.1371/journal.pone.0278778.g001

Pvit47 is conserved in Pl. viticola isolates, expressed upon infection and localizes to the plant endoplasmic reticulum

To gain insight into the variability of Pvit47, we analyzed resequencing data [37] from 18 European isolates of Pl. viticola. Pvit47 occurred in all of them with low nucleotide sequence variability (1.3%, 15 out of 1083 positions) and low (2.5%, 9 out of 360 residues) amino acid sequence variability (S1 Fig and S2 Table).

Consistent with transcriptomic analyses [16], Pvit47 was expressed in isolate Pv221 in sporangia, germinated spores and during infection (S2 Fig).

To study the subcellular localization of Pvit47, we generated an mCitrine-tagged version of this protein without its signal peptide (Pvit47ΔSP). Agrobacterium-mediated transient expression of Pvit47 in N. benthamiana followed by confocal microscopy resulted in a localization pattern resembling the endoplasmic reticulum (ER, Fig 2A). Co-expression of the mCitrine-tagged version of Pvit47ΔSP with an ER-targeted version of mCherry resulted in both proteins showing the same localization pattern, confirming that mCitrine-Pvit47ΔSP is localized to the ER (Fig 2B, S3 Fig).

thumbnail
Fig 2. mCitrine-tagged Pvit47ΔSP localizes to the endoplasmic reticulum (ER).

(A) Confocal microscopy images of N. benthamiana leaves transiently expressing mCitrine (top row) and mCitrine-tagged Pvit47ΔSP (two bottom rows). Arrowheads indicate nuclei. (B) Confocal microscopy images of N. benthamiana leaves transiently co-expressing mCitrine-tagged 47ΔSP and an ER-targeted version of mCherry. Arrowheads indicate punctate structures that occur at 48 hours post-agroinfiltration (hpa) in mCitrine-tagged Pvit47ΔSP but not in the ER marker. Images taken at 24- and 48-hpa (top and bottom respectively). KDEL is a four-amino acid ER retention motif. SP: signal peptide. Bars = 10 μm. The experiment was repeated once with the same results (S3 Fig).

https://doi.org/10.1371/journal.pone.0278778.g002

Pvit47 expression in N. benthamiana reduces Phytophthora parasitica infection

In the context of biotrophic plant microbe interactions, cell death often results in arrest of pathogen growth. To study the effect of Pvit47ΔSP expression on pathogen infection, we performed Agrobacterium-mediated transient expression of Pvit47ΔSP in N. benthamiana leaves and two days later we inoculated the leaves with P. parasitica. Leaves infiltrated with Agrobacterium carrying a construct leading to the expression of GUS were used as a control. Agrobacterium carrying the Pvit47ΔSP and GUS constructs were infiltrated at a OD600 = 0.4 and P. parasitica was inoculated by infiltration of a spore suspension as previously reported [38]. Pathogen growth was scored three days post-inoculation (dpi) by measuring the necrotic area (excluding the infiltrated patch). P. parasitica lesion size was reduced in leaves agroinfiltrated with Pvit47ΔSP compared to leaves infiltrated with GUS (Fig 3 and S4 Fig).

thumbnail
Fig 3. Pvit47 expression in N. benthamiana leaves reduces P. parasitica lesion size.

Full N. benthamiana leaves were infiltrated with Agrobacterium strains carrying constructs for GUS (negative control) or Pvit47ΔSP (47ΔSP) and 2 days later P. parasitica was inoculated by infiltration of a spore suspension. (A) Representative images of leaves at 3 days post-inoculation (dpi). P. parasitica lesions are outlined in yellow and black circles indicate the area infiltrated with P. parasitica spores. (B) Quantification of lesion size at 3 dpi as necrotic area, excluding the inoculated area. The experiment was repeated a second time with similar results (S4 Fig). Asterisks show statistical significance of p<0.001 (***) in a two-tailed T-test for mean comparison.

https://doi.org/10.1371/journal.pone.0278778.g003

Pvit47 expression in N. benthamiana strongly reduces Botrytis cinerea infection

We used the fungus Botrytis cinerea to study the effect of Pvit47ΔSP expression on a different pathogen. Agrobacterium carrying Pvit47ΔSP and GUS constructs were infiltrated side-by-side in N. benthamiana leaves and two days later leaves were inoculated with a spore suspension of B. cinerea. Pathogen growth was scored at 4 dpi by measuring the lesion size. Leaf sides expressing Pvit47ΔSP showed a strong reduction of B. cinerea growth compared to the sides expressing GUS (Fig 4A and 4B). Intriguingly, following inoculation with B. cinerea, leaf sides expressing Pvit47ΔSP developed a dark patch whose size varied depending on the experiments and did not necessarily correspond to the agroinfiltrated area (Fig 4A and 4C).

thumbnail
Fig 4. Pvit47 expression in N. benthamiana hinders B. cinerea infection.

The two halves of N. benthamiana leaves were infiltrated with A. tumefaciens strains carrying constructs for GUS (negative control) or Pvit47ΔSP (47ΔSP) and 2 days later B. cinerea was inoculated by depositing a drop of a spore suspension. (A) Representative images of leaves at 4 dpi. (B) Quantification of lesion size at 4 dpi as necrotic area. Results pooled from three independent experiments. (***) indicates statistical significance at p<0.001 in a two-tailed T-test for mean comparison. (C) Daylight image and Trypan-blue staining of a representative leaf showing the different tissues observed in the half-leaves expressing 47ΔSP. Tissue zones are arbitrarily named Z1, Z2 and Z3 for further reference. (D) Magnification of the inset in C, showing the three types of tissues. (E) Fluorescence microscopy images following infection of a N. benthamiana leaf expressing 47ΔSP with a B. cinerea strain expressing GFP. Images are taken inside Z2 (middle) and at the Z1-Z2 and Z2-Z3 boundaries (top and bottom, respectively). Autofluorescence caused by cell death is scored in the dsRED and GFP channels. In the merged images, green reveals B. cinerea hyphae while orange exposes cell death.

https://doi.org/10.1371/journal.pone.0278778.g004

To gain insight into the nature of the patch, infected leaves were stained with trypan blue. Three different zones could be observed upon staining: healthy unstained tissue, dark-stained fungal hyphae and a light-blue-stained area corresponding to the patch (Fig 4C and 4D), which suggested that the patch was experiencing cell death. To test this hypothesis, we performed fluorescence microscopy using a GFP-tagged strain of B. cinerea. Cell death-induced autofluorescence was scored by merging signals from the green (525 nm) and red (629 nm) channels, which allowed autofluorescence to be distinguished from GFP-derived fluorescence. Results confirmed that the patch corresponded to tissues undergoing cell death (Fig 4D).

In summary, expression of Pvit47ΔSP strongly reduced B. cinerea infection whilst inducing the collapse of plant tissues around the infected area.

Pvit47 contains WY- and LWY-domains

Pvit47 induces cell death in Nicotiana species but not in grapevine. Identifying proteins with similar cell death-inducing activity from Nicotiana-infecting oomycetes could help to understand the mechanisms underlying cell death induction. We searched the proteomes of the Nicotiana-infecting Phytophthora infestans, Phytophthora nicotianae, Phytophthora palmivora and P. parasitica for sequence-similar proteins and retrieved the closest proteins. All four proteins are predicted to be secreted and contain an EER motif and WY-domains, and the proteins from P. palmivora, P. nicotianae and P. parasitica have an RXLR motif (Fig 5A). Similarity of the retrieved sequences to Pvit47 is low, ranging from 35% to 44%. To gain insight into the possible structural similarity of these proteins, we performed de novo structural predictions using Alphafold2 for Pvit47 and two closest sequence-matching proteins from P. parasitica (Ppara) and P. palmivora (Ppalm). Models show overall high confidence, except for the first 80–90 residues (S5 Fig) and reveal that all three proteins contain WY- and LWY-domains (Fig 5B–5D). Sequence alignment of the predicted LWY-domains highlighted the conserved residues contributing to the fold (Fig 5E). Structural modelling of Pvit47, Ppara and Ppalm indicates that they share structural similarities. The structure models of Ppara and Ppalm consist of three LWY-domains, whilst the Pvit47 structure model contains two LWY-domains and what appears to be a truncated third domain. Superimposition of the predicted structures revealed that the Ppara an Ppalm structures align fully. By contrast, a comparison of Pvit47 with the Ppara and Ppalm structure models only showed good alignment in the C-terminal part of the protein (Fig 5F and 5G).

thumbnail
Fig 5. Pvit47 contains WY- and LWY-domains.

(A) Alignment of Pvit47 from Pl. viticola with sequence-similar candidate effector proteins from Phytophthora species that infect Nicotiana species. Pinfs: P. infestans, Pnico: P. nicotianae, Ppara: P. parasitica, Ppalm: P. palmivora. Red box: signal peptide, blue box: RXLR motif, green box: EER motif; orange box: WY-domain, purple boxes: LWY-domain. (B,C,D) Predicted tertiary structures for candidate effector proteins from P. parasitica (B), P. palmivora (C) and Pvit47 (D). Predicted WY- and LWY-domains are indicated. N-terminal sequences up to the EER motif are not shown. (E) Alignment of LWY-domains from Pvit47 and candidate effector proteins from P. parasitica (Ppara) and P. palmivora (Ppalm). Bars represent α-helices on the Ppara sequence. Conserved residues defining the LWY-domain are show in red letters. (F) Superimposition of the predicted structures of Pvit47 (brown), Ppara (blue) and Ppalm (pink). N- and C-termini of the proteins are indicated. The region showing the best structural alignment between the three proteins is boxed. (G) Detail of the region boxed in F, comprising from LWY3 domain to the C-terminus, from two different angles. In (A) and (E), black background shows identity and grey background shows similarity (70% cutoff). Superimpositions in (F) and (G) were performed using the Pvit47 sequence as a template.

https://doi.org/10.1371/journal.pone.0278778.g005

We next searched for similarity between Pvit47 and oomycete effectors described as inducing plant cell death. The closest proteins were PlAvh23 (22% identity, 38% similarity) from Peronophythora litchi and PaRXLR54 (23% identity, 38% similarity) from Phytophthora agathidicida. PaRXLR54 shows 40% identity and 58% similarity to Ppara, and its predicted structure also consists of a WY-domain and three LWY-domains (S6 Fig). Superimposition of the PaRXLR54 and Pvit47 predicted structures revealed the alignment of the N-terminal part of the protein, whereas superimposition of the PaRXLR54 and Ppara structures resulted in the alignment of the C-terminal part of the protein (S6 Fig).

To gain insight into the structural relationships between proteins, we quantified the level of similarity between LWY-domains by superimposing the predicted structures for individual LWY-domains and calculating the average per residue Root Mean Square Deviation (RMSD) for each structural alignment. Next, for each LWY-domain, we identified the structurally most similar LWY-domain from each other protein (lower average RMSD) (S7a Fig). For most LWY-domains, structural similarity was higher to LWY-domains from other proteins than to domains from the same protein. Co-linearity between proteins (i.e., for each LWY-domain from one protein, the most similar LWY-domain occupies the same position in the second protein) could be observed for three pairwise comparisons: Ppara-Ppalm, Ppara-PaRXLR54 and Pvit47-Ppalm. Furthermore, in all pairwise comparisons the best hits for LWY2 domains occupied the LWY2 position. It is worth noting the high level of structural similarity between the Ppalm and Ppara LWY-domains, which is in agreement with the superimposition of the two proteins (Fig 5F).

In parallel, we produced a sequence identity matrix and, for each LWY-domain, we identified the most similar LWY-domain from each other protein (S7b Fig). For all LWY-domains, similarity was higher to LWY-domains from other proteins than to domains from the same protein, and we could observe co-linearity in all pairwise comparisons between proteins except for Pvit47-PaRXLR54.

A candidate RXLR effector from Phytophthora parasitica induces cell death in Nicotiana species

We cloned the coding sequence from the P. parasitica protein closest in amino acid sequence to Pvit47, which we hereby name Ppar47. Agrobacterium-mediated transient expression of Ppar47 without its signal peptide (Ppar47ΔSP) in leaves from N. benthamiana and N. tabacum resulted in induction of cell death in both species (Fig 6). In N. tabacum, the onset of the response induced by Ppar47ΔSP was delayed by 1 day compared to Pvit47ΔSP. Our results show that two putative effector proteins from P. viticola and P. parasitica, showing 44% sequence similarity as well as some level of structural similarity, induce similar cell-death responses when constitutively expressed in Nicotiana species.

thumbnail
Fig 6. Ppar47 induces cell death in Nicotiana species.

Cell death induction following Agrobacterium-mediated transient expression of Pvit47ΔSP (47ΔSP) and Ppar47ΔSP (47ΔSPpara) in leaves from N. tabacum (left) and N. benthamiana (right). Agrobacterium-mediated transient expression of GUS was used as negative control. Pictures were taken under daylight at 1, 2 and 5 days post-agroinfiltration (dpa) for N. tabacum and under daylight and blue light at 5 dpa for N. benthamiana. Results are representative of three independent experiments.

https://doi.org/10.1371/journal.pone.0278778.g006

Discussion

Here we reported that Pvit47, a candidate effector protein from Plasmopara viticola, induced cell death in Nicotiana species but not in V. vinifera, the pathogen’s host species. Pvit47 is unrelated in sequence to any previously described Pl. viticola cell death-inducing effector but highly conserved among European isolates of the pathogen and expressed in sporangia, germinated spores and upon infection. By performing transient expression of the Pvit47 protein lacking its signal peptide (Pvit47ΔSP) in Nicotiana benthamiana leaves, we showed that the protein localizes to the endoplasmic reticulum and that it reduces infection by Phytophthora parasitica and Botrytis cinerea. Next, we showed that the closest protein from P. parasitica, which was a candidate RXLR effector 44% similar to Pvit47 that we named Ppar47, also exerted cell death activity in Nicotiana species. Finally, structural predictions revealed that Pvit47 and Ppar47 both contained WY- and LWY-domains.

Pvit47 is localized to the endoplasmic reticulum (ER), which is not common for effectors from plant-pathogenic oomycetes but has been described for Hyaloperonospora arabidopsisis (9 out of 50 effectors tested, [39]), Plasmopara halstedii (4 out of 30 effectors tested, [40]) and P. infestans [41]. The Pvit47 protein sequence does not carry a recognizable ER retention signal nor a predicted transmembrane domain. In absence of those targeting signals, the ER localization of Pvit47 most likely arises from an interaction with an ER-associated protein or other ER-associated molecule, as it has been reported for the Pi03182 RXLR effector from P. infestans [41].

Our study does not permit conclusions as to the relevance of Pvit47’s association with the ER. Experiments involving Agrobacterium-mediated transient expression of Pvit47 were performed using a cytoplasmic GUS as control to account for the eventual effect of agroinfiltration in cell death induction or pathogen growth. Pvit47 mutants without cell death activity and/or ER association would represent suitable alternative controls but were beyond the scope of this study.

Transient expression of Pvit47ΔSP in N. benthamiana leaves reduced the infection by the hemibiotrophic pathogen P. parasitica, suggesting that Pvit47 induces immune responses. Since the pathogen was inoculated as a spore suspension two days after transient expression of Pvit47ΔSP, we were most likely observing the effect of Pvit47 expression on the biotrophic phase of infection. While no visible cell death was visible at the time of inoculation, microscopic cell death could have contributed to this pathogen arrest regardless of induction of other immune responses.

The reduction of B. cinerea growth following transient expression of Pvit47 was accompanied by the appearance of a dark patch surrounding the infected area, corresponding to dead tissue (Fig 4). B. cinerea has an initial biotrophic phase in its infection cycle [42]. Our current understanding of the B. cinerea infection cycle implies two different cell death types: a plant-induced, autophagic cell death, aiming to block biotrophic pathogen development and a pathogen-induced, apoptotic cell death, allowing pathogen necrotrophic development [42, 43]. Under normal N. benthamiana infection conditions, once the biotrophic phase manages to overcome the plant-induced cell death there is pathogen-induced cell death, transition to the necrotrophic phase and pathogen growth. In N. benthamiana leaves transiently expressing Pvit47, there is an initial development of fungal hyphae that is later blocked even though the pathogen is surrounded by dead tissue which could support necrotrophic colonization (Fig 4). This observation could be explained if Pvit47-induced responses are not strong enough to block the biotrophic development of B. cinerea, but, following the secretion of cell death-inducing molecules allowing the beginning of the necrotrophic phase, there is a synergistic effect on the Pvit47-induced response (as observed by the dark patch), intensifying it and resulting in blocking of pathogen development. Under this hypothesis, Pvit47-induced responses may include immune responses which impair pathogen growth.

The intensity of the cell death response induced by Pvit47 and Ppar47 was dependent on the Nicotiana species. Both proteins induced strong cell death in N. tabacum, visible as soon as 1 dpa, and a weak response in N. benthamiana, most of the times barely visible macroscopically. Similar observations have been reported for the cell death responses mediated by the N disease resistance protein upon recognition of the TMV P50 protein and the INF2B elicitin from P. infestans [44, 45]. N-mediated responses lead to resistance to TMV, and INF2B-mediated responses have been suggested to be involved in the resistance of N.tabacum to P. infestans; it is thus tempting to speculate that Pvit47-induced cell death may also induce immune responses. It could be argued that N. benthamiana its somehow hindered in its ability to mount a cell death response, but results reported with other cell-death inducers like INF1, BcNEP and Pv33 [16, 44, 46], which behave similarly in both species, argue against this possibility.

Structural predictions revealed that Pvit47 and Ppar47 carried one WY-domain, and two and three LWY-domains, respectively (Fig 5). PaRXLR54, a third candidate effector with cell death-inducing activity, presented the same structural organization, and its primary sequence was 58% similar to Ppar47 (S6 Fig). Analyses of structural and sequence similarity of LWY-domains showed that Pvit47 and Ppar47 have co-linearity of LWY-domains at the sequence level but not at the structural level (S7 Fig), making it difficult to draw any conclusion about their eventual functional similarity. Indeed, based on sequence co-linearity it is tempting to speculate that both proteins may have similar functions, but, because function is based on structure, the lack of structural co-linearity prevents us from advancing such a hypothesis. The comparison between Pvit47 and PaRXLR54 did not provide much information regarding functional similarity, the only common point being the structural similarity between the LWY2s from both proteins. Interestingly, Ppar47 and PaRXLR54 showed co-linearity at the sequence and structural level (S7 Fig), so it is tempting to speculate that both proteins may be functional homologues. Further research will be required to know if cell death induction is the real function of the proteins or it is rather a proxy for their virulence activities due to overexpression.

In summary, here we reported two related candidate effector proteins from Pl. viticola and P. parasitica that trigger cell death in Nicotiana species when they are expressed inside plant cells. Although both oomycete species have different life styles and host ranges, recent phylogenetic analysis revealed a close relationship between Plasmopara species (Pl. halstedii and Pl. viticola) and several Phytophthora species, including P. parasitica [4749]. This phylogenetic proximity could partly explain the fact that both candidate effector proteins trigger similar responses. The increasing number of oomycete effectors with assigned cell death activity when expressed alone in N. benthamiana may support a relevance in the infection biology of obligate biotrophic oomycetes. Less likely, cell death induction may be the consequence of these effectors all activating R protein-mediated responses. During an infection, other effectors could counteract specific effector cell death activities, alleviating a negative impact on pathogen development. Finally, it always remains possible that cell death induction may reflect the limitations of their overexpression in N. benthamiana as a system for the functional analysis of effector proteins.

Materials and methods

Plant and pathogen materials

Vitis vinifera Syrah was grown on soil from green cuttings in a greenhouse at 22°C-19°C (day/night) and with a photoperiod of 16h-8h (light/dark). New cuttings were produced every 3 months.

Nicotiana benthamiana, N. tabacum and N. occidentalis were grown on soil in a greenhouse at 28°C-18°C (max/min) and with a photoperiod of 14h/10h (light/dark; 10 klx min).

Plasmopara viticola isolate Pv221 was maintained in detached leaves of V. vinifera Muscat Ottonel. Methods for obtaining infected tissues and germinated spores have been described elsewhere [50].

Phytophthora parasitica strain 329 [38] was maintained in Malt Agar media at 24°C in darkness. Mycelium was transferred to fresh media every 3 week.

Botrytis cinerea strains BMM [51] and B05-10-GFP (B05.10 strain expressing GFP, kindly provided by Muriel Viaud at INRAE Versailles) were maintained in 5% clarified V8-agar media and transferred to fresh media every 2 weeks for a maximum of 4 transfers. New cultures were prepared from spores as described below.

Sequence analysis

Search for Phytophthora spp. proteins similar to Pvit47 was performed by BlastP against the nr database at NCBI, limited to the taxon oomycetes. Accession numbers for the Phytophthora spp. proteins are: XP_002895862 (P. infestans), KUF89403 (P. nicotianae), ETI39065 (P. parasitica) and POM79043 (P. palmivora). Alignments were performed with ClustalW and displayed with Boxshade. Signal peptides were predicted with SignalPv5.0 [52]. LWY-domain identity matrix was done with ClustalW. Primary sequence from LWY-domains was extracted from structural predictions.

Structural predictions

Structural predictions were performed using Alphafold2 [53] implemented at ColabFold [54] using default settings. Visualization and superimposition of predicted structures was performed on UCSF Chimera X 1.1.1 [55]. Root Mean Square Deviation (RMSD) calculations were carried out using UCSF ChimeraX software (https://www.cgl.ucsf.edu/chimerax/).

Plasmid constructs

The coding sequences of Pvit47 and Ppar47 lacking their predicted signal peptides (Pvit47ΔSP and Ppar47ΔSP) were amplified by PCR with Phusion polymerase (NEB) from genomic DNA of Pl. viticola and P. parasitica, respectively, using primers containing restriction sites, digested (NEB restriction enzymes) and cloned directionally into plasmid pBIN61. Genomic DNA from P. parasitica strain 329 was extracted from mycelium using the Qiagen DNeasy Plant Mini kit. Genomic DNA isolation from P. viticola isolate Pv221 was performed using the same kit with the modifications described in [16]. Identity of the clones was confirmed by sequencing. Primers used for cloning are listed in S3 Table.

For mCitrine fusions, overlapping amplicons corresponding to mCitrine:FLAG and FLAG:Pvit47 were PCR-amplified with Phusion polymerase (NEB), separated by agarose gel electrophoresis and purified using the Qiagen MinElute Gel Extraction Kit. The final amplicon was obtained by overlap extension PCR using Phusion polymerase and a 1:10th dilution of the purified amplicons and subsequently cloned into a modified pUB-Dest vector as previously described [16].

Other constructs used in this study have been described elsewhere: 33ΔSP [16], mCherry-KDEL [56], GUS and GFP [57].

Agrobacterium-mediated transient expression

Agrobacterium-mediated transient expression was performed as described in [58] for Nicotiana spp. and [16] for grapevine. In brief, for Nicotiana spp., Agrobacterium cultures were grown for 2 days at 28°C in 5 mL of L medium containing kanamycin (50 μg/mL) and tetracycline (2.5 μg/mL). Bacterial suspensions were centrifuged and the pellets were resuspended in a solution containing 10 mM MES, 10 mM MgCl2 and 150 μM acetosyringone. After 2–3 hours of incubation at room temperature, bacterial suspensions were infiltrated at an optical density at 600 nm (OD600) of 0.2 using a needleless syringe. For grapevine, bacterial cultures were grown for two days as described above. Then, 1 mL of the bacterial suspension was used to inoculate 5 mL of L medium containing kanamycin (50 μg/mL), tetracycline (2.5 μg/mL), 10 mM MES and 150 μM acetosyringone. Cultures were incubated in the same conditions for one day, centrifuged, resuspended in 10 mM MES, 10 mM MgCl2, 150 μM acetosyringone and 2% sucrose and incubated at room temperature for 2–3 hours. Infiltrations were performed on leaf discs by immerging the discs for 10 minutes in the bacterial solution (OD600 = 0.4) supplemented with 0.3% Silwet L-77.

Semi-quantitative RT-PCR

RNA extraction, cDNA synthesis and PCR were done as in [58]. Each sample from infected tissues consisted of 4 leaf discs. Following RNA extraction, DNAse treatment was performed with the Invitrogen-Turbo DNA free kit, and first strand cDNA was synthetized using the RevertAid First Strand cDNA synthesis kit (Thermo Scientific). PCR amplifications consisted of 25 cycles of 20 s at 94°C, 20 s at 58°C and 60 s at 72°C, followed by a final extension step of 10 min at 72°C for VvACT and 30 cycles for VvHSR, PvACT and Pvit47. Primers are listed in S3 Table. Original images of the gels presented in Fig 1 and S2 Fig are shown in S1 Raw images.

Pathogen inoculation

Phytophthora parasitica.

Four plugs of 2-week-old mycelium grown in Malt-Agar media were transferred to Petri dishes containing 5% clarified V8-Agar media and dishes were incubated for 7 days at 24°C under continuous light. The resulting mycelium was recovered, cut into pieces, transferred to Petri dishes containing sterile distilled water with 2% agar and incubated at 24°C under continuous light for 4 days. To release the zoospores, dishes were incubated at 4°C for 1 hour, then 10 mL of sterile distilled water was added and the dishes were incubated at 37°C for 30 minutes. The water was recovered and zoospore number was measured using a Malassez cell-counting chamber. Spore concentration was adjusted at 103 zoospores/mL and roughly 50 μl of zoospore suspension was infiltrated in the abaxial side of leaves of N. benthamiana plants. Leaves were detached, the infiltrated area was marked and leaves were placed abaxial side up in 90 mm Petri dishes containing wet filter paper (4 mL H2O). Dishes were sealed and incubated at 24°C with a 14h/10h (light/dark) photoperiod. Symptoms were scored by taking pictures at 3 days post-inoculation (dpi) and measuring the necrotic area with ImageJ using the Freehand selection and Measure tools.

Botrytis cinerea.

Mycelium was grown on clarified V8-Agar on 90 mm Petri dishes. Spores were prepared by adding 5 mL of distilled sterile water and scraping the mycelium with a bacterial spreader. The suspension was collected, filtered through mesh and centrifuged at 250 g for 5 minutes. The pellet was then resuspended in 500 μl of distilled sterile water and the spore concentration was adjusted to 5x105 sp/mL. Detached leaves from N. benthamiana were placed abaxial side up in 90 mm Petri dishes containing wet filter paper and a 5 μl drop of spore suspension was placed on the leaf surface. Dishes were sealed, covered with kitchen towel to dim the light and incubated at 22°C with a 16h/18h (light/dark) photoperiod. Symptoms were scored as for P. parasitica, with pictures taken at 4 dpi.

Trypan-blue staining

Infiltrated N. benthamiana leaves were placed inside 50-mL Falcon tubes and incubated overnight in lactophenol-trypan blue solution (1 mL lactic acid, 1 mL glycerol, 10 mL phenol, 10 mg trypan blue, 10 mL distilled water). Samples were then boiled for 1 minute and distained by incubating twice for 60 min in chloral hydrate (2.5 g/mL). Leaves were transferred to glass plates and observed both macroscopically and using a stereomicroscope.

Imaging

Visible light pictures of plant leaves were taken using a Nikon D5000 digital camera.

Epifluorescence microscopy images of B. cinerea-infected N. benthamiana leaves were obtained using a Zeiss Axio Imager M2 Microscope. Samples were excited at 470 nm and green and red fluorescence were observed using 525 nm and 629 nm filters, respectively.

Confocal laser scanning microscopy images of mCitrine-tagged Pvit47 were obtained with a Leica SP8 laser-scanning confocal microscope equipped with a 63× 1.2 numerical aperture (NA) objective (Leica, Wetzlar, Germany). A white-light laser was used for excitation at 514 nm for mCitrine and 580 nm for mCherry. Emission wavelengths were optimized with Leica Dye Assistant module (LAS X, Leica, Germany). Detection windows ranging from 525 nm to 555 nm and from 595 nm to 635 nm were used to detect mCitrine and mCherry, respectively.

Supporting information

S1 Fig. Protein sequence logo showing Pvit47 variability.

Variability of Pvit47 in 18 European isolates of Pl. viticola. Signal peptide is coloured in blue and EER motif in green. Polymorphisms are shown in yellow and residues from the reference sequence in red. Conserved amino acids are shown in black. Sequences used to generate the logo are show in Dataset S1.

https://doi.org/10.1371/journal.pone.0278778.s001

(TIF)

S2 Fig. Pvit47 is expressed in spores and upon infection.

Semi-quantitative RT-PCR of Pvit47 expression in sporangia (Sp), germinated spores (Sg) and infected tissues at 0, 24, 48 and 72 hours post-inoculation (hpi). V. vinifera Actin (VvActin) expression is shown as equal loading of samples from infected tissues. Pl. viticola Actin (PvActin) expression reveals pathogen biomass and illustrates progression of infection. Amplicon sizes: Pvit47 1050 bp, PvACT 480 bp, VvACT 430 bp.

https://doi.org/10.1371/journal.pone.0278778.s002

(TIF)

S3 Fig. mCitrine-tagged Pvit47ΔSP localizes to the endoplasmic reticulum.

Results of a second experiment for cellular localization of Pvit47. (A) Confocal microscopy images of N. benthamiana leaves transiently expressing mCitrine-tagged Pvit47ΔSP (47ΔSP). (B) Confocal microscopy images of N. benthamiana leaves transiently co-expressing mCitrine-tagged 47ΔSP and an ER-targeted version of mCherry. Bars = 15 μm. Images in B were obtained using a LSM700 confocal laser microscope (Carl Zeiss, Jena, Germany).

https://doi.org/10.1371/journal.pone.0278778.s003

(TIF)

S4 Fig. Pvit47 expression in N. benthamiana leaves reduces P. parasitica lesion size following spore inoculation.

Results of a second experiment to study the effect of transient expression of Pvit47 on P. parasitica infection following inoculation as spore suspension. Methods and legends as described in the main text and Fig 3.

https://doi.org/10.1371/journal.pone.0278778.s004

(TIF)

S5 Fig. Confidence metrics of the predicted structures.

Predicted template modelling (pTM) score, per-residue predicted local distance difference test (pLDDT) score of the five models proposed by Alphafold2 and predicted aligned error (pAE) score of the best ranked model are shown for each protein. pTM scores above 0.5 indicate confident predictions. pLDDT scores between 70 and 90 indicate good backbone prediction, while scores above 90 are associated to high accuracy prediction. For pAE scores, the lower the score the more confident the prediction.

https://doi.org/10.1371/journal.pone.0278778.s005

(TIF)

S6 Fig. Alignment of Pvit47 and cell death-inducing candidate RXLR effectors from other oomycetes.

(A) Alignment of Pvit47, Ppar47, PlAvh23 from Pe. litchi and PaRXLR54 from P. agathidicida. Red box: signal peptide, blue box: RXLR, green box: EER motif; orange box: WY domain, purple boxes: LWY-domain. Black background shows identity, grey background shows similarity (70% cutoff). (B) Alignment of LWY-domains from Pvit47, Ppar47 and PaRXLR54. Conserved residues defining the LWY-domain are show in red letters. (C) Superimposition of the predicted structures of Pvit47 (brown), Pa RXLR54 (green). Superimposition done using Pvit47 as reference. (D) Superimposition of the predicted structures of Ppar47 (blue) and PaRXLR54 (green). Superimposition done using Ppar47 as reference.

https://doi.org/10.1371/journal.pone.0278778.s006

(TIF)

S7 Fig. Structural and sequence similarity of LWY-domains.

(A) Average per residue Root Mean Square Deviation (RMSD) of structural alignments between LWY-domains of Pvit47, Ppara, Ppalm and PaRXLR54. Blue filling and white lettering indicate the structurally most similar LWY-domain for each domain in a pairwise protein comparison. (B) Sequence identity matrix of LWY-domains of Pvit47, Ppara, Ppalm and PaRXLR54. Blue filling and white lettering indicate the most sequence-similar LWY-domain for each domain in a pairwise protein comparison.

https://doi.org/10.1371/journal.pone.0278778.s007

(TIF)

S1 Table. Cell-death responses observed following Agrobacterium-mediated transient expression of Pvit47ΔSP in N. benthamiana leaves.

Results from five independent experiments. Representative images for each class are presented in Fig 1A.

https://doi.org/10.1371/journal.pone.0278778.s008

(PDF)

S2 Table. European isolates of Plasmopara viticola used for the study of Pv47 variability leading to the logo presented in S1 Fig.

Geographical coordinates for each collection point and resequencing information for the isolates is described in Dussert el al 2020 (https://doi.org/10.1016/j.cub.2020.07.057).

https://doi.org/10.1371/journal.pone.0278778.s009

(PDF)

S1 Dataset. Protein sequences used to generate the WebLogo shown in S1 Fig.

https://doi.org/10.1371/journal.pone.0278778.s011

(TXT)

S1 Raw images. Original images for gels presented in Fig 1 and S2 Fig.

https://doi.org/10.1371/journal.pone.0278778.s012

(PDF)

Acknowledgments

We thank Eric Galiana at Institut Sophia Agobiotech for P. parasitica strain 329, Olivier Lamotte at INRAE Dijon for B. cinerea strain BMM, Muriel Viaud at INRAE Versailles for B. cinerea strain B05-10-GFP and Jérôme Mutterer at IBMP Strasbourg for assistance with confocal microscopy. We are grateful to the UEAV at INRAE Colmar for technical support in the production of plants.

References

  1. 1. Toruño TY, Stergiopoulos I, Coaker G. Plant-pathogen effectors: cellular probes interfering with plant defenses in spatial and temporal manners. Annu Rev Phytopathol. 2016;54: 419–441. pmid:27359369
  2. 2. Anderson RG, Deb D, Fedkenheuer K, McDowell JM. Recent progress in RXLR effector research. Mol Plant-Microbe Interact. 2015;28: 1063–1072. pmid:26125490
  3. 3. He J, Ye W, Choi DS, Wu B, Zhai Y, Guo B, et al. Structural analysis of Phytophthora suppressor of RNA silencing 2 (PSR2) reveals a conserved modular fold contributing to virulence. Proc Natl Acad Sci U S A. 2019;116: 8054–8059. pmid:30926664
  4. 4. McGowan J, Fitzpatrick DA. Genomic, network, and phylogenetic analysis of the oomycete effector arsenal. Msphere. 2017;2: e00408–17. pmid:29202039
  5. 5. He Q, McLellan H, Boevink PC, Birch PRJ. All roads lead to susceptibility: the many modes of action of fungal and oomycete intracellular effectors. Plant Commun. 2020;1: 100050. pmid:33367246
  6. 6. Fabro G. Oomycete intracellular effectors: specialised weapons targeting strategic plant processes. New Phytol. 2021; 233: 1074–1082. pmid:34705271
  7. 7. Oh S, Young C, Lee M, Oliva R, Bozkurt T, Cano L, et al. In planta expression screens of Phytophthora infestans RXLR effectors reveal diverse phenotypes, including activation of the Solanum bulbocastanum disease resistance protein Rpi-blb2. Plant Cell. 2009;21: 2928–2947. pmid:19794118
  8. 8. Wang Q, Han C, Ferreira AO, Yu X, Ye W, Tripathy S, et al. Transcriptional programming and functional interactions within the Phytophthora sojae RXLR effector repertoire. Plant Cell. 2011;23: 2064–2086. pmid:21653195
  9. 9. Huang G, Liu Z, Gu B, Zhao H, Jia J, Fan G, et al. An RXLR effector secreted by Phytophthora parasitica is a virulence factor and triggers cell death in various plants. Mol Plant Pathol. 2019;20: 356–371. pmid:30320960
  10. 10. Li Q, Ai G, Shen D, Zou F, Wang J, Bai T, et al. A Phytophthora capsici effector targets ACD11 binding partners that regulate ROS-mediated defense response in Arabidopsis. Mol Plant. 2019;12: 565–581. pmid:30703564
  11. 11. Situ J, Jiang L, Fan X, Yang W, Li W, Xi P, et al. An RXLR effector PlAvh142 from Peronophythora litchii triggers plant cell death and contributes to virulence. Mol Plant Pathol. 2020;21: 415–428. pmid:31912634
  12. 12. Guo Y, Dupont P-Y, Mesarich CH, Yang B, McDougal RL, Panda P, et al. Functional analysis of RXLR effectors from the New Zealand kauri dieback pathogen Phytophthora agathidicida. Mol Plant Pathol. 2020;21: 1131–1148. pmid:32638523
  13. 13. Stam R, Jupe J, Howden AJM, Morris JA, Boevink PC, Hedley PE, et al. Identification and characterisation of CRN effectors in Phytophthora capsici shows modularity and functional diversity. PLoS One. 2013;8(3): e59517. pmid:23536880
  14. 14. Derevnina L, Chin-Wo-Reyes S, Martin F, Wood K, Froenicke L, Spring O, et al. Genome sequence and architecture of the tobacco downy mildew pathogen Peronospora tabacina. Mol Plant-Microbe Interact MPMI. 2015;28: 1198–1215. pmid:26196322
  15. 15. Sharma R, Xia X, Cano LM, Evangelisti E, Kemen E, Judelson H, et al. Genome analyses of the sunflower pathogen Plasmopara halstedii provide insights into effector evolution in downy mildews and Phytophthora. BMC Genomics. 2015;16: 741. pmid:26438312
  16. 16. Combier M, Evangelisti E, Piron M-C, Rengel D, Legrand L, Shenhav L, et al. A secreted WY-domain-containing protein present in European isolates of the oomycete Plasmopara viticola induces cell death in grapevine and tobacco species. PLoS One. 2019;14: e0220184. pmid:31356604
  17. 17. Wood KJ, Nur M, Gil J, Fletcher K, Lakeman K, Gann D, et al. Effector prediction and characterization in the oomycete pathogen Bremia lactucae reveal host-recognized WY domain proteins that lack the canonical RXLR motif. PLoS Pathog. 2020;16: e1009012. pmid:33104763
  18. 18. Vleeshouwers V, Rietman H, Krenek P, Champouret N, Young C, Oh S, et al. Effector genomics accelerates discovery and functional profiling of potato disease resistance and Phytophthora infestans avirulence genes. PLoS One. 2008;3: e2875. pmid:18682852
  19. 19. Vleeshouwers VGAA, Oliver RP. Effectors as tools in disease resistance breeding against biotrophic, hemibiotrophic, and necrotrophic plant pathogens. Mol Plant-Microbe Interact. 2014;27: 196–206. pmid:24405032
  20. 20. Giesbers AKJ, Pelgrom AJE, Visser RGF, Niks RE, Van den Ackerveken G, Jeuken MJW. Effector-mediated discovery of a novel resistance gene against Bremia lactucae in a nonhost lettuce species. New Phytol. 2017;216: 915–926. pmid:28833168
  21. 21. Gessler C, Pertot I, Perazzolli M. Plasmopara viticola: a review of knowledge on downy mildew of grapevine and effective disease management. Phytopathol Mediterr. 2011;50: 3–44.
  22. 22. Yin L, Li X, Xiang J, Qu J, Zhang Y, Dry IB, et al. Characterization of the secretome of Plasmopara viticola by de novo transcriptome analysis. Physiol Mol Plant Pathol. 2015;91: 1–10.
  23. 23. Mestre P, Carrere S, Gouzy J, Piron M-C, de Labrouhe DT, Vincourt P, et al. Comparative analysis of expressed CRN and RXLR effectors from two Plasmopara species causing grapevine and sunflower downy mildew. Plant Pathol. 2016;65: 767–781.
  24. 24. Yin L, An Y, Qu J, Li X, Zhang Y, Dry I, et al. Genome sequence of Plasmopara viticola and insight into the pathogenic mechanism. Sci Rep. 2017;7: 46553. pmid:28417959
  25. 25. Brilli M, Asquini E, Moser M, Bianchedi PL, Perazzolli M, Si-Ammour A. A multi-omics study of the grapevine-downy mildew (Plasmopara viticola) pathosystem unveils a complex protein coding- and noncoding-based arms race during infection. Sci Rep. 2018;8: 757. pmid:29335535
  26. 26. Dussert Y, Mazet ID, Couture C, Gouzy J, Piron M-C, Kuchly C, et al. A high-quality grapevine downy mildew genome assembly reveals rapidly evolving and lineage-specific putative host adaptation genes. Genome Biol Evol. 2019;11: 954–969. pmid:30847481
  27. 27. Xiang J, Li X, Wu J, Yin L, Zhang Y, Lu J. Studying the mechanism of Plasmopara viticola RXLR effectors on suppressing plant immunity. Front Microbiol. 2016;7: 709. pmid:27242731
  28. 28. Liu Y, Lan X, Song S, Yin L, Dry IB, Qu J, et al. In planta functional analysis and subcellular localization of the oomycete pathogen Plasmopara viticola candidate RXLR effector repertoire. Front Plant Sci. 2018;9: 286. pmid:29706971
  29. 29. Lei X, Lan X, Ye W, Liu Y, Song S, Lu J. Plasmopara viticola effector PvRXLR159 suppresses immune responses in Nicotiana benthamiana. Plant Signal Behav. 2019;14: e1682220. pmid:31647363
  30. 30. Chen T, Liu R, Dou M, Li M, Li M, Yin X, et al. Insight into function and subcellular localization of Plasmopara viticola putative RXLR effectors. Front Microbiol. 2020;11: 692. pmid:32373100
  31. 31. Lan X, Liu Y, Song S, Yin L, Xiang J, Qu J, et al. Plasmopara viticola effector PvRXLR131 suppresses plant immunity by targeting plant receptor-like kinase inhibitor BKI1. Mol Plant Pathol. 2019;20: 765–783. pmid:30945786
  32. 32. Ma T, Chen S, Liu J, Fu P, Wu W, Song S, et al. Plasmopara viticola effector PvRXLR111 stabilizes VvWRKY40 to promote virulence. Mol Plant Pathol. 2021;22: 231–242. pmid:33253483
  33. 33. Liu R, Chen T, Yin X, Xiang G, Peng J, Fu Q, et al. A Plasmopara viticola RXLR effector targets a chloroplast protein PsbP to inhibit ROS production in grapevine. Plant J. 2021;106: 1557–1570. pmid:33783031
  34. 34. Xiang J, Li X, Yin L, Liu Y, Zhang Y, Qu J, et al. A candidate RxLR effector from Plasmopara viticola can elicit immune responses in Nicotiana benthamiana. BMC Plant Biol. 2017;17: 75. pmid:28410577
  35. 35. Yin X, Shang B, Dou M, Liu R, Chen T, Xiang G, et al. The nuclear-localized RXLR effector Pvavh74 from Plasmopara viticola induces cell death and immunity responses in Nicotiana benthamiana. Front Microbiol. 2019;10: 1531. pmid:31354650
  36. 36. Bézier A, Lambert B, Baillieul F. Cloning of a grapevine Botrytis-responsive gene that has homology to the tobacco hypersensitivity-related hsr203J. J Exp Bot. 2002;53: 2279–2280. pmid:12379797
  37. 37. Dussert Y, Legrand L, Mazet ID, Couture C, Piron M-C, Serre R-F, et al. Identification of the first oomycete mating-type locus sequence in the grapevine downy mildew pathogen, Plasmopara viticola. Curr Biol. 2020;30: 3897-+. pmid:32795448
  38. 38. Galiana E, Marais A, Mura C, Industri B, Arbiol G, Ponchet M. Ecosystem screening approach for pathogen-associated microorganisms affecting host disease. Appl Env Microbiol. 2011;77: 6069–6075. pmid:21742919
  39. 39. Caillaud M-C, Piquerez SJM, Fabro G, Steinbrenner J, Ishaque N, Beynon J, et al. Subcellular localization of the Hpa RxLR effector repertoire identifies a tonoplast-associated protein HaRxL17 that confers enhanced plant susceptibility. Plant J. 2012;69: 252–265. pmid:21914011
  40. 40. Pecrix Y, Buendia L, Penouilh-Suzette C, Marechaux M, Legrand L, Bouchez O, et al. Sunflower resistance to multiple downy mildew pathotypes revealed by recognition of conserved effectors of the oomycete Plasmopara halstedii. Plant J. 2019;97: 730–748. pmid:30422341
  41. 41. McLellan H, Boevink PC, Armstrong MR, Pritchard L, Gomez S, Morales J, et al. An RxLR effector from Phytophthora infestans prevents re-localisation of two plant NAC transcription factors from the endoplasmic reticulum to the nucleus. PLoS Pathog. 2013;9: e1003670. pmid:24130484
  42. 42. Veloso J, van Kan JAL. Many shades of grey in Botrytis-host plant interactions. Trends Plant Sci. 2018;23: 613–622. pmid:29724660
  43. 43. Shlezinger N, Minz A, Gur Y, Hatam I, Dagdas YF, Talbot NJ, et al. Anti-apoptotic machinery protects the necrotrophic fungus Botrytis cinerea from host-induced apoptotic-like cell death during plant infection. PLoS Pathog. 2011;7: e1002185. pmid:21876671
  44. 44. Huitema E, Vleeshouwers V, Cakir C, Kamoun S, Govers F. Differences in intensity and specificity of hypersensitive response induction in Nicotiana spp. by INN, INF2A, and INF2B of Phytophthora infestans. Mol Plant-Microbe Interact. 2005;18: 183–193. pmid:15782632
  45. 45. Mestre P, Baulcombe DC. Elicitor-mediated oligomerization of the tobacco N disease resistance protein. Plant Cell. 2006;18: 491–501. pmid:16387833
  46. 46. Schouten A, Van Baarlen P, Van Kan JAL. Phytotoxic Nep1-like proteins from the necrotrophic fungus Botrytis cinerea associate with membranes and the nucleus of plant cells. New Phytol. 2008;177: 493–505. pmid:18028294
  47. 47. Bourret TB, Choudhury RA, Mehl HK, Blomquist CL, McRoberts N, Rizzo DM. Multiple origins of downy mildews and mitonuclear discordance within the paraphyletic genus Phytophthora. PLoS One. 2018;13: e0192502. pmid:29529094
  48. 48. McCarthy CGP, Fitzpatrick DA. Phylogenomic reconstruction of the oomycete phylogeny derived from 37 genomes. Msphere. 2017;2: e00095–17. pmid:28435885
  49. 49. McGowan J, Byrne KP, Fitzpatrick DA. Comparative analysis of oomycete genome evolution using the oomycete gene order browser (OGOB). Genome Biol Evol. 2019;11: 189–206. pmid:30535146
  50. 50. Mestre P, Piron M-C, Merdinoglu D. Identification of effector genes from the phytopathogenic oomycete Plasmopara viticola through the analysis of gene expression in germinated zoospores. Fungal Biol. 2012;116: 825–835. pmid:22749169
  51. 51. Zimmerli L, Métraux J-P, Mauch-Mani B. β-Aminobutyric acid-induced protection of Arabidopsis against the necrotrophic fungus Botrytis cinerea. Plant Physiol. 2001;126: 517–523. pmid:11402183
  52. 52. Almagro Armenteros JJ, Tsirigos KD, Sønderby CK, Petersen TN, Winther O, Brunak S, et al. SignalP 5.0 improves signal peptide predictions using deep neural networks. Nat Biotechnol. 2019;37: 420–423. pmid:30778233
  53. 53. Jumper J, Evans R, Pritzel A, Green T, Figurnov M, Ronneberger O, et al. Highly accurate protein structure prediction with AlphaFold. Nature. 2021;596: 583–589. pmid:34265844
  54. 54. Mirdita M, Schütze K, Moriwaki Y, Heo L, Ovchinnikov S, Steinegger M. ColabFold: making protein folding accessible to all. Nat Methods. 2022;19: 679–682. pmid:35637307
  55. 55. Goddard TD, Huang CC, Meng EC, Pettersen EF, Couch GS, Morris JH, et al. UCSF ChimeraX: Meeting modern challenges in visualization and analysis. Protein Sci. 2018;27: 14–25. pmid:28710774
  56. 56. Nelson BK, Cai X, Nebenführ A. A multicolored set of in vivo organelle markers for co-localization studies in Arabidopsis and other plants. Plant J Cell Mol Biol. 2007;51: 1126–1136. pmid:17666025
  57. 57. Santos-Rosa M, Poutaraud A, Merdinoglu D, Mestre P. Development of a transient expression system in grapevine via agro-infiltration. Plant Cell Rep. 2008;27: 1053–1063. pmid:18317773
  58. 58. Mestre P, Arista G, Piron M-C, Rustenholz C, Ritzenthaler C, Merdinoglu D, et al. Identification of a Vitis vinifera endo-β-1,3-glucanase with antimicrobial activity against Plasmopara viticola. Mol Plant Pathol. 2017;18: 708–719. pmid:27216084