Summary
Graft compatibility is the capacity of two plants to form cohesive vascular connections. Tomato and pepper are incompatible graft partners; however, the underlying cause of graft rejection between these two species remains unknown.
We diagnosed graft incompatibility between tomato and diverse pepper varieties based on weakened biophysical stability, decreased growth, and persistent cell death using trypan blue and TUNEL assays. Transcriptomic analysis of cell death in the junction was performed using RNA-sequencing, and molecular signatures for incompatible graft response were characterized based on meta-transcriptomic comparisons with other biotic processes.
We show that tomato is broadly incompatible with diverse pepper cultivars. These incompatible graft partners activate prolonged transcriptional changes that are highly enriched for defense processes. Amongst these processes was broad NLR upregulation and hypersensitive response. Using transcriptomic datasets for a variety of biotic stress treatments, we identified a significant overlap in the genetic profile of incompatible grafting and plant parasitism. In addition, we found over 1000 genes that are uniquely upregulated in incompatible grafts.
Based on NLR overactivity, DNA damage, and prolonged cell death we have determined that tomato and pepper graft incompatibility is likely caused by a form of genetic incompatibility, which triggers a hyperimmune-response.
Keywords: autoimmunity, graft compatibility, hypersensitive response, programmed cell death, plant grafting, Solanaceae
Introduction
Grafting is an ancient agricultural practice that is used to propagate plants and combine desirable traits between independent root and shoot systems (Harrison & Burgess, 1962; Mudge et al., 2009; Warschefsky et al., 2016; Williams et al., 2021). The apical portion of a graft is known as the scion and the root system is known as the rootstock (Scion:Rootstock). The capacity for two individuals to form continuous vascular connections across the graft site is known as graft compatibility (Harrison & Burgess, 1962; Moore, 1984). The inability to graft is categorized into two types of incompatibility: immediate incompatibility and delayed incompatibility (Mendel, 1936; Argles, 1937). Delayed incompatibility can present months or years after grafting, with symptoms such as swollen, over-proliferated scions, cell death in the junction, and structural instability of the stem (Eames & Cox, 1945; Moore & Walker, 1981; Andrews & Marquez, 2010). Despite a long history of grafting, humans still struggle to understand the mechanisms underlying graft incompatibility. Currently, there are only a few examples where the causes of incompatibility have been identified ( Gur, 1968; Mosse & Herrero, 1951; Moore, 1986). Although there is likely a variety of species-specific cellular mechanisms that determine compatible versus incompatible graft pairings, the presence of persistent cell death in the junction is a common symptom that is observed across diverse plant families (Eames & Cox, 1945; Moore & Walker, 1981).
Cell death can be classified into two main categories: necrosis and programmed cell death (PCD; Burbridge et al., 2007). Necrosis is defined as uncontrolled death and is often caused by stressors such as extreme heat, radiation, or a loss of membrane potential that is so intense that genetic processes are unable to act (Hirsch et al., 1997; Burbridge et al., 2007). In contrast, PCD is the controlled and organized process of cellular destruction (Lockshin & Zakeri, 2004).
All eukaryotes have evolved an innate immune system that is capable of detecting conserved foreign molecules during infection (Janeway et al., 2001). In plants, various elicitors such as pathogen associated molecular patterns (PAMPs) and damage associated molecular patterns (DAMPs) are perceived by membrane bound pattern recognition receptors (PRRs) facing the apoplast (Jones & Dangl, 2006; Amarante-Mendes et al., 2018; Steinbrenner et al., 2020). These molecules trigger downstream pattern triggered immunity (PTI) and signal basal defense processes such as reactive oxygen species (ROS) production (Boller & He, 2009). Alternatively, some pathogens release effector proteins, which are expressed into the symplast to modify host responses and promote infection (Stergiopoulos & de Wit, 2009). These effectors are locked in an arms race with intracellular nucleotide-binding and leucine-rich repeat receptors (NLRs), which perceive effectors or proteins modified by effectors and elicit effector triggered immunity (ETI) and PCD (Wu et al., 2014). Currently, no such molecules, apoplastic or symplastic, have been identified as the underlying cause of graft incompatibility, where an unknown signal from one graft partner is perceived by a protein of the other, thus leading to incompatibility.
Our previous work identified tomato and pepper as an herbaceous model for delayed incompatibility (Thomas et al., 2022, 2023). Despite several studies investigating pepper graft compatibility, much remains unknown about the underlying mechanism (Deloire & Hébant, 1982; Ives, 2012; Kawaguchi et al., 2008; Zeist et al., 2018). To explore this, we grafted tomato to Capsicum annuum varieties, Cayenne, Doux des Landes, California Wonder, and Capsicum chinense variety Habanero. We found that tomato-Capsicum heterografts are all incompatible and exhibit failed xylem reconnections, weakened stem stability, and reduced growth. Using the tomato-pepper combination with the highest graft survival rate, tomato to California Wonder, we analyzed the presence of non-viable tissue in the junction at 7, 14, and 21 days after grafting (DAG), and investigated the cause using viability staining and transcriptomics. In contrast to self-grafted controls that clear nonviable tissue from the junction, we found that incompatible grafts exhibit persistent cell death at the junction. Additionally, we utilized RNA-seq to show that incompatible grafts have a prolonged defense response following grafting, including significant upregulation of many NLRs and signaling components involved in hypersensitive response (HR). Furthermore, we identified a set of potential incompatibility marker genes that are upregulated in incompatible junctions of both tomato and pepper stems. To characterize the molecular response of incompatible grafting in relation to other biotic stress responses, we conducted a transcriptomic meta-analysis comparing the effect of grafting with pathogen infection, herbivory, and plant parasitism. We found a significant overlap in expression patterns between grafting and plant parasitism, indicating similar mechanisms underpin interspecies plant-to-plant interactions. Lastly, we identified a suite of over 1000 genes that are uniquely upregulated in incompatible grafts but not other biological stressors; among these genes, we identified genetic processes involved in immune responses and DNA damage. Together, this work supports a model in which tomato and pepper exhibit genetic incompatibility, which is potentially induced by incompatible cross-species NLRs that trigger the production of defensive compounds, upregulate programmed cell death, and eventually lead to genotoxic DNA damage. Genetic incompatibility between tomato and pepper would be the first identified instance of a hyper-immunity based incompatibility in a cross-species grafted crop.
Materials and methods
Plant materials and growth conditions
Capsicum annuum var. California Wonder (CW), RC Cayenne (Cayenne),Doux des Landes (DDL), and Capsicum chinense var. Habanero and Capsicum chinense (pepper), and Solanum lycopersicum (tomato) seeds were used for graft compatibility screening (Method S1). 21 day old pepper seedlings and 14 day old tomato seedlings were grafted (Method S2–3).
Characterizing graft compatibility
30 DAG the vascular connectivity of tomato and pepper junctions was assayed using propidium iodide staining (Method S4). Graft junction integrity was tested using manual bending (Thomas et al., 2022). (Method S5). Capsicum annuum var. CW and Solanum lycopersicum Var. M82 were used to conduct 3-point bend tests at the University of Delaware. Structural mechanics of the graft junction were assessed by 3-point bend testing (Method S6) (Ennos et al., 1993; Goodman & Ennos, 2001; Hostetler et al., 2022).
DAMP Assay
Hypocotyl explants from Capsicum annuum var. CW and Solanum lycopersicum Var. M82 were placed on callus-inducing media for 7 days (Method S7). The hypocotyl tissue was then placed onto media which either previously cultured tomato or pepper tissue for 7 additional days. The area of the explants was measured after 7 days on the experimental media.
Grafting for TUNEL, trypan blue staining, and RNA-seq
Capsicum annuum var. (CW) and Solanum lycopersicum Var. M82 were grown as described above. 36 of each tomato and pepper species were left ungrafted. The rest of the plants were grafted as described above in the following combinations: 50 tomato:tomato, 50 CW:CW, 70 tomato:CW, and 70 CW:tomato. Ungrafted CW and tomato plants were included in the recovery procedure. Plastic domes were vented 7 DAG and removed 14 DAG.
Trypan Blue staining
Stems from 7, 14, 21 DAG, and ungrafted plants were collected and stained with 1% Trypan Blue as previously reported (Method S8; Fernández-Bautista, 2016).
TUNEL Assay
A 0.5 cm piece of the junction from 7, 14, 21 DAG, and ungrafted plants were used to image PCD. Assays were performed using the Promega DeadEnd™ Fluorometric TUNEL System (Method S9).
Transcriptomic Analysis
Capsicum annuum var. CW and Solanum lycopersicum Var. M82 were grafted as previously described. A 0.5 cm of the junctions of 7, 14, 21 DAG, and ungrafted plants were collected from 5 biological replicates for each sample. Each piece of tissue was flash-frozen and ground with a mortar and pestle. Total RNA was purified and 3’ Seq libraries were constructed at the Cornell Institute of Biotechnology, Biotechnology Resource Center, and the libraries were sequenced on an Illumina NextSeq 500/550 using an Illumina High-output kit (Method S10). Fasta files were processed to yield raw reads and differential expression analysis was performed using DESeq2 (Method S10; Love et al., 2014). Putative orthogroups were determined using OrthoFinder with Diamond as the sequence search program (Method S11; Buchfink et al., 2014; Emms & Kelly, 2019). Publicly available RNA-seq data was downloaded and processed to yield raw read counts (Method S12).
Statistical analysis and image analysis
All statistical computation and graph generation were performed in R v4.1.2 (R Core Team, 2021) (Method S13).
Results
Incompatible tomato and pepper heterografts are characterized by low survival, reduced growth, failed vascular connectivity, and physical instability
To investigate grafting between Solanum lycopersicum (tomato) and Capsicum (pepper) species, we performed a graft compatibility assay between self- and reciprocal grafts of Solanum lycopersicum var. M82 and Capsicum annuum varieties Cayenne, Doux des Landes (DDL), California Wonder (CW), and Capsicum chinense var. Habanero 30 DAG (Fig. 1, Fig. S1a-d, Table S1). Compared with self-grafted controls, heterografted tomato/pepper combinations exhibited significantly lower survival and higher break rates based on bend testing (Fig. 1a). Despite a low survival rate, self-grafted DDL plants that persisted formed strong graft junctions and were able to withstand the bend test (Moore, 1983; Thomas et al., 2022, 2023). Previous work reported DDL as a compatible graft partner with tomato, yet when we challenged the integrity of the graft using the bend test, the plants broke at the junction 92% of the time, indicating a high level of incompatibility that was previously undetected (Deloire & Hébant, 1982). We also analyzed growth of the grafted shoot and root systems to test for developmental restrictions. Compatible shoot and root systems were 92.7% and 38.2% larger than incompatible plants (Figure 1b–c, Table S2). Additionally, the scion and stock diameters 2 cm above or below the junction were significantly restricted in their lateral development in incompatible grafts compared to self-grafted controls (Kruskal-Wallis Fig. S2a-b).
To examine the vascular connectivity of the grafts, we analyzed the anatomical organization of junctions from every tomato/pepper combination 30 DAG (Fig. 2). Consistent with our previous findings (Thomas et al., 2023), all self-grafted combinations formed continuous xylem bridges across the graft junction (Fig. 2b, d, j, p, v), demonstrating compatibility (Moore, 1981; Melnyk et al., 2015; Thomas et al., 2022). Tomato grafted to any of the pepper varieties, formed non-vascular parenchymatous connections across the graft but failed to form xylem bridges (Fig. 2f, h, l, n, r, t, x, z). We noticed that overproliferated callus (Fig. 2l,t,x), as well as adventitious root growth (Fig. 2f, n, t) were common features in these incompatible combinations.
Because CW exhibited high survival rates when heterografted with tomato, we selected this genotype for further analysis. Incompatible grafts are commonly discovered when the junction breaks, due to failed vascular connectivity or cell death in the junction (Eames & Cox, 1945; Moore & Walker, 1981; Andrews & Marquez, 2010). With a better understanding of the vascular anatomy of compatible and incompatible plants, we sought to determine if we could quantify the instability observed in the manual bend test using a quantitative 3-point bend test. Congruent with reduced biophysical stability observed with the 3-point bend test, we found that there was a significant reduction in the structural stiffness of the heterografted junctions compared to self- and ungrafted stems (Fig. S1e-f, Table S3).
Incompatible graft junctions accumulate significantly more non-viable tissue than compatible grafts
Cell death is a common symptom associated with incompatible grafts (Moore, 1983). To examine the extent to which tomato/pepper (CW variety) heterografts exhibit elevated levels of cell death, we collected tissue from ungrafted tomato and pepper, self-graft tomato and pepper, and reciprocally heterografted tomato and pepper at 7, 14, and 21 DAG (Fig. S3). To quantify cell death in the junction, we used trypan blue staining to detect regions of deep tissue cell death (Fig. 3, Table S4). We measured a 2.5 mm region of the junction, including any callus present at the interface. When we considered just this sample area, the area of all graft junctions increased at a similar rate, independent of the stem diameter (Fig S5a). To quantify the percent of non-viable tissue (NVT) versus viable tissue, we made a macro in ImageJ to extract tissue that was deeply stained with trypan blue (Fig. 3ak, Fig. S4) and divided this area by the entire area of the junction (Fig S5b). We first analyzed ungrafted tomato (Fig. 3a, g, m) and pepper (Fig. 3b, h, n) stems that were the same age as the grafts we harvested at 7, 14, and 21 DAG. At most, the ungrafted stems from tomato and pepper contained 0.341% and 0.147% NVT respectively. Self-grafted tomato graft junctions consisted of 13.0% NVT at 7 DAG, which decreased to 3.51% by 21 DAG (Fig. 3u, aa, ag; Wilcoxon Paired Test p = 0.0589). Similarly, self-grafted pepper junctions contained 24.8% NVT at 7 DAG but steadily decreased to only 2.92% by 21 DAG ( Fig. 3v, ab, ah; p = 2.78E-02). Unlike the self-grafts, which exhibited decreasing NVT over time, tomato:pepper and pepper:tomato incompatible grafts maintained a consistent percent of NVT over the three week sample period (Fig. 3s–aj). Tomato:pepper junctions contained 20.9%, 20.2%, and 20.8% NVT at 7, 14, and 21 DAG, respectively (Fig. 3w, ac, ai), and reciprocal pepper:tomato junctions exhibited similar levels of NVT: 21.9%, 17.9%, and 17.1% NVT at 7, 14, and 21 DAG, respectively (Fig. 3x, ad, aj). Overall, tomato and pepper exhibited prolonged cell death up to three weeks post-grafting relative to self-grafted controls.
Previous work has attributed this incompatible symptom of NVT to the accumulation of trapped cellular debris that creates a necrotic layer in the graft (Tiedemann, 1989). However, the active accumulation of NVT through programmed cell death (PCD) provides an alternative explanation. To test whether NVT accumulation in incompatible grafts was due to PCD, we performed terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) assays on graft junctions from all graft combinations at 7, 14, and 21 DAG (Fig 4, Fig S6-S7). We observed that ungrafted tomato and pepper stems contain cells undergoing PCD at low rates within the stem tissues particularly in xylem and epidermal cells, and indeed PCD could be detected in graft junctions as well (Fig S6–7). Despite detecting PCD in the peripheral areas of the graft junction that overlapped with the region of NVT identified by trypan blue, the high amount of developmental cell death due to vasculogenesis confounded our ability to quantify differences in PCD between compatible (Fig. 4a,b,e,f) and incompatible (Fig. 4c,d,g,h) grafts.
To understand the cause of the NVT present in the incompatible grafts, we first investigated if DAMPs, which activate PAMP-triggered immunity (PTI) upon cellular rupture during infection and herbivory, also play a role in determining incompatible species combinations (Brutus et al., 2010; Ferrari et al., 2013; Nothnagel et al., 1983). To see if a component of the cell wall could act as an antagonist to inter-species grafting, we designed an in vitro assay to test for DAMP-induced changes in callus growth similar to work conducted in quince (Moore, 1986). Tomato and pepper explants were allowed to grow on media containing either tomato or pepper wound exudates for 7 days. If wounding caused the secretion of an inhibitory chemical during callus formation, the hypocotyls growing on cross-species exudates would be stunted. Despite a significant difference in overall growth rates between tomato and pepper explants, the presence of cross-species DAMPs had no effect (Fig. S8, Table S5). Our results indicate that cross-species secreted exudates do not affect callus growth; however, this does not rule out the role of DAMPs in triggering graft-incompatibility during other stages of junction formation.
Tomato and Pepper heterografts express prolonged transcriptional defense profiles
To further investigate the underlying cause of NVT in incompatible grafts, we collected and performed RNA-sequencing on ungrafted, self-grafted, and heterografted tissue at 7, 14, and 21 DAG (Table S6–7). When compared to ungrafted stems, self-grafted junctions expressed 4.5x, 5x, and 15x less differentially expressed genes compared to heterografts at 7, 14, and 21 DAG, respectively. (Fig. 5, Table S8–9). The reduced number of differentially expressed genes in self-grafts correlates with the healing timeline, where compatible tomato and pepper self-grafts heal within the first week (Thomas et al., 2022).
To identify genes uniquely upregulated in the incompatible grafts, we used likelihood ratio testing (Table S10). Distinct genes were expressed in the scion and stock, with only a fraction in common at any time point, suggesting that the genetic response in incompatible grafts is spatially and temporally regulated (Fig. S9a-f). For example, at 7 DAG, 1530 and 2380 genes were uniquely upregulated in the scion and stock of incompatible tomato grafts (Fig. S9). Of these 3910 genes, only 576 were shared between scion and stock. The percent of genes upregulated in the scion that were also upregulated in stock for tomato was only 38%, 2%, and 11% of the total scion DEGs at 7, 14, and 21 DAG respectively. Similarly, genes upregulated in the pepper scion that were also upregulated in the stock made up only 6%, 29%, and 17% of the total scion genes at 7, 14, and 21 DAG. Additionally, scion tissue shared more genes across time than stocks, further supporting that the position in relation to the graft junction, holds a significant role in the genetic process (Fig. S9g-j).
Using significantly upregulated genes from either tomato:pepper or pepper:tomato incompatible graft combinations, we performed GO term enrichment (Figure S10, Table S11). We found that processes associated with defense and stress displayed the highest enrichment in heterografted tomato stocks 14 DAG and pepper stocks 7 DAG (Fig. 6a–b). To further explore how defense processes might be involved in the incompatible response, we targeted NLRs and downstream molecular signaling involved in defense for deeper analysis. Using a collection of 320 previously annotated tomato NLRs (Bashir et al., 2022), we identified 97 defense-related receptors that were significantly upregulated in incompatible grafts (Fig. 6c, Table S12). Of these 97 NLRs, 82 were upregulated in the pepper:tomato 14 DAG sample, indicating this is a critical time point for activating defense-related molecular responses to incompatibility. Similarly, 145 of the 356 annotated pepper NLRs were upregulated during incompatible grafting (Fig. 6d), with a pronounced molecular signature of 101 NLRs upregulated in tomato:pepper grafts 7 DAG (Lee et al., 2021). Notably, stock tissue from both tomato and pepper incompatible grafts exhibit highly upregulated NLR expression within the first two weeks post-grafting (Fig 6a–b). In the absence of an effector protein or pathogen, overexpression of NLRs can trigger autoimmunity that leads to hypersensitive response (HR; Freh et al., 2022). To test whether cell death in incompatible grafts could result from HR, we analyzed the expression of tomato and pepper orthologs EDS1, SAG101, and PAD4, which are known regulators of HR in arabidopsis (Fig. 6e, Table S12; Rietz et al., 2011; Zhu et al., 2011; Gantner et al., 2019). Again, we identified incompatible graft-specific upregulation, especially at 14 DAG, for these HR regulators (Fig. 6e).
Next, to explore the role of hormonal regulation in graft compatibility, we identified the closest tomato and pepper putative homologs for annotated Arabidopsis genes involved in salicylic acid (SA), jasmonic acid (JA), and ethylene biosynthesis and response (Fig. S11a-c, Table S12) All three of these hormones are known to play a role in defense processes, with SA serving a critical function in NLR-induced HR (Enyedi et al., 1992; Lorenzo et al., 2003; Koornneef & Pieterse, 2008). In addition, JA and ethylene are associated with graft junction formation (Wang et al., 2020; Thomas et al., 2022). At 7 DAG, SA, JA, and ethylene biosynthesis were upregulated in self and incompatible grafted samples relative to ungrafted controls, indicating that the 7 day response is dominated by general graft healing processes. By 14 and 21 DAG, SA, JA, and ethylene biosynthesis and perception were predominantly upregulated in the incompatible scions compared to self-grafted controls (Fig S11). Congruent with this response, we noticed that the tomato and pepper orthologs for PR1, a defense gene downstream of SA signaling, was upregulated at 21 DAG in incompatible scions. The expression of these genes three-weeks after grafting indicates that the prolonged incompatible graft response is related to defense processes which may be activated or mediated by SA, JA, and ethylene hormonal pathways.
Another hormonal-regulated defense process that was significantly enriched across our incompatible graft time points is the biosynthesis of steroidal glycoalkaloids (SGAs; Fig. S12, Table S12). SGAs are a class of jasmonate-dependent defensive compounds produced by Solanaceous species (Cárdenas et al. 2016; Milner et al. 2011; Itkin et al. 2013; Panda et al. 2022). Upon further investigation, we were able to find that many genes in SGA biosynthesis (GAME1,4,6,7,11,12,17,18, and MKB1) were significantly upregulated in the incompatible tissue, especially in the scion (Nakayasu et al., 2018). Since this response is shared in tomato and pepper, it is possible that SGA biosynthesis could be triggered by the graft incompatibility immune response (Abdelkareem et al. 2017). Furthermore, SGA content could be a useful metric for gauging graft compatibility in Solanaceae.
We also explored molecular markers for ROS production, which is capable of causing cell death. We examined the expression profiles of known RBOHs (Li et al., 2019; Raziq et al., 2022), and found that of the 8 RBOHs annotated in tomato, only SlRBOH1 and SlRBOHF were both upregulated in incompatible tissue (Fig. S11d, Table S12). Surprisingly, none of the antioxidant enzymes previously shown to be upregulated alongside RBOHs were significantly upregulated in any of our incompatible grafts (Raziq et al., 2022). This data indicates that ROS production is not a dominant by-product of tomato-pepper graft incompatibility at 7 DAG and beyond.
We observed that the stocks of incompatible grafts exhibited high levels of RNA degradation, especially at 21 DAG (Fig. S13). RNA degradation over time in incompatible tissue might be a by-product of genotoxic stress or DNA damage as a part of NLR-activated HR (Rodriguez et al., 2018; Nisa et al., 2019). To see if known genes associated with PCD in Arabidopsis could shed light on the genetic response seen in the incompatible tissue, we identified putative orthologs for programmed cell death indicator genes from Arabidopsis (Olvera-Carrillo et al., 2015). We found that several orthologs for PCD-associated genes were upregulated in incompatible grafts, including HSFB1, ATHB12, and LEA7. Although our TUNEL assays were inconclusive due to the confounding effects of vasculogenesis during graft formation, this data provides molecular support for the role of PCD in promoting persistent cell death in incompatible tomato-pepper graft junctions.
Another interesting group of genes uniquely upregulated in the incompatible grafts were identified plant paralogs to BREAST CANCER SUSCEPTIBILITY GENE 1 (BRCA1, Solyc09g066080, Solyc12g041980) and BRCA1 ASSOCIATED RING DOMAIN PROTEIN 1 (BARD1, Solyc05g016230). In mammals, these genes form a homodimer which is required for homologous recombination, a mode of DNA repair following genotoxic stress. Homologous recombination is a less common method of DNA-repair in eukaryotes, whereas non-homologous end joining is the most prevalent mode. Regardless, the Arabidopsis paralogs for BRCA1/BARD1 are upregulated by genotoxic damage, so it is possible that the NLR-induced immune response in incompatible grafts leads to DNA damage which triggers BRCA1/BARD1. This is especially interesting considering that incompatible tissue showed a genetic overlap with NLR-induced HR, increased defensive processes, an indication of reduced DNA quality over time, and prolonged NVT in the junction. Together this suggests that incompatible grafts might indeed undergo a type of cross-species immune response inducing DNA breakdown and subsequently leading to cell death at the graft junction.
Evolutionary conservation of incompatible tomato and pepper gene families
To determine whether incompatible graft response genes were conserved between tomato and pepper genomes, we generated strict orthogroups between tomato, pepper, and Arabidopsis (Table S14), and then identified significantly upregulated genes (between grafted versus ungrafted controls) with shared ortholog groupings in both tomato and pepper (Tabel S15–16). For instance, out of the 1074 and 428 genes upregulated in the heterografted scions of tomato:pepper and pepper:tomato at 7 DAG, there were 69 orthogroups conserved between the two species. We identified relatively more shared orthogroups in incompatible graft samples versus self-grafted controls, especially with respect to incompatible scion samples (Fig. 7a). Even when considering the magnitude of DEGs between samples, the number of shared orthogroups in incompatible tissue remains proportionately higher than self-grafted tissue. This finding indicates that molecular responses to incompatibility share a high degree of overlap between the tomato and pepper genomes. From this analysis, we identified ERF114 (Solyc03g118190/CA03g31320) as a shared orthogroup that is present in incompatible grafts at 7, 14, and 21 DAG. ERF14 is closely related to RAP2.6L (RELATED to AP2.6L; Fig. 7b), a wound-responsive transcription factor that exhibits overlapping expression with auxin depletion and high levels of JA in stock tissue within the first 24 hours of grafting (Asahina et al., 2011; Matsuoka et al., 2018; Lakehal et al., 2020). Although AtERF114 has not been tested for a direct role in grafting, similar to RAP2.6L, it has been shown to be upregulated under high JA (Lakehal et al., 2020). Incompatible-specific expression of SlERF114 could be explained by its role in ectopic xylem and lateral root formation in arabidopsis (Canher et al. 2022). This hypothesis is supported by the formation of unorganized overproliferated xylem tissue in the incompatible grafts, many of which produce adventitious roots (Fig. 2). These orthologs, much like SGA biosynthesis, serve as candidate markers for detecting incompatibility in Solanaceae.
Incompatible grafting upregulates a set of unique defense processes
Our analyses of incompatible graft responses indicate that both tomato and pepper upregulate strong disease resistance-related molecular responses. To test whether this response is specific to incompatible grafting, or whether these genes share overlapping functions with plant immunity and defense, we compared upregulated incompatible grafting genes with published datasets of three biotic stressors: early plant-parasitism (Jhu et al., 2021), insect herbivory (Ke et al., 2021), and established necrotrophic fungal infections (47 hours post-inoculation; Srivastava et al., 2020). We also used an arbuscular mycorrhizal symbiosis dataset as a control for non-destructive biotic processes (Zeng et al., 2023). Despite these processes occurring in differing tissues and developmental stages, all datasets were moderately correlated with all 7 DAG tomato samples (Spearman Rank average correlation; 0.58; Fig. 8a) and we were able to identify shared transcriptional responses with grafted plants (Fig. 8d–g), as well as between different biotic treatments (Fig. 8b, Table S17). Additionally, all stressors were found to have a significant representation factor (RF) greater than 1 with self and heterografted tissue; meaning that there was a significantly increased overlap of genes upregulated in the stressed tissue and the grafted tissue than expected by chance (Fisher’s Exact Test with hypergeometric probability; Table S18). This is in comparison to the Arbuscular mycorrhizal fungi (AMF) dataset, which contained 1385 significantly upregulated genes but lacked enriched overlap with self- or heterografted tissue (Fig. 8d).
Amongst the three biotic stressors analyzed, the necrotrophic fungi, Botrytis cinerea, elicited the highest transcriptional responses with 2761 differentially upregulated genes. 223 of these genes were also upregulated in self and incompatible grafts. 541 genes were upregulated in only infected and incompatible grafted tissue (RF: 2.2, Fig. 8e). Shared genes were involved in defense-related processes such as RLKs, MAP kinases, LRR-proteins, and cell death, such as HSR4 (Solyc02g062550; Table S19; Zhang et al. 2014). Plants stressed with herbivory by the tobacco hornworm (Manduca sexta) expressed 537 upregulated genes (Fig. 8f). Of these, 44 were shared between herbivory, self-and incompatible grafted plants, 2 were uniquely shared with self-grafted datasets (RF:5.9), and 93 were uniquely shared with incompatible grafts (RF:1.9).
The parasitic plant, Cuscuta campestris, led to 1073 upregulated DEGs, of which 182 are shared between parasitized, self-, and incompatible grafted tissue (Fig. 8g). 280 genes were both upregulated in only parasitized tissue and incompatible grafts (RF:3.2), while 5 were upregulated in both parasitized and self-grafted, but not incompatible grafts (RF:6.4). The developmental and anatomical processes of parasitic haustorium formation and graft formation share strong parallels; both structures involve tissue reunion and the patterning of newly formed vascular connections. Given these parallels, we hypothesized that parasitism would have the greatest overlap in DEGs with grafted stems, which we found to be especially true for compatible grafts (total gene overlap, RF:5.7). Surprisingly, parasitism also shared the most significant overlap with incompatible grafts out of all 3 biotic stress treatments (total gene overlap, RF: 3.4). Enriched processes in parasitized, self- and heterografted plants include: polysaccharide catabolic processes, response to molecules of fungal origin, defense response to other organisms, and cellular response to oxygen-containing compounds. Genes from these categories include Pathogenesis-related (PR) genes, endochitinases, chitinases, and ethylene biosynthesis components. Genes upregulated in both parasitized tissue and incompatible grafts were enriched for GO terms such as MAPK cascades, regulation of defense responses, regulation of immune response, and defense response to other organisms suggesting that both incompatible grafting and plant parasitism elicit interspecies defense responses.
While we identified a significant overlap between self-, incompatible grafts, and tissue subjected to the three biotic stressors, we also identified a large set of genes that were uniquely upregulated in grafted samples only (Fig.8c). Self- and incompatible grafts uniquely upregulated 227 genes, and incompatible grafts alone expressed a unique signature of 1019 upregulated genes. These genes were enriched for GO terms including polysaccharide catabolic process and anthocyanin biosynthesis, ABA/salt stress/drought, salicylic acid perception, and response to oxidative stress (Table S20). Within these GO categories, we identified the putative tomato ortholog to AtWRKY70 (Solyc03g095770), which functions at the interface of SA and JA signaling (Li et al., 2006), in incompatible graft samples at 7 and 14 DAG. Interestingly, the grape ortholog to AtWRKY70 (VIT_08s0058g01390) was previously identified as an upregulated gene in incompatible grape grafts (Assunção et al., 2019), making this gene an extremely interesting candidate for future studies in graft incompatibility.
Discussion
In this study, we use an expanded set of germplasm (four pepper varieties from two different Capsicum species) to demonstrate that tomato and pepper are broadly incompatible. This assessment is based on the formation of weak graft junctions and failed vascular reconnections between all tomato/pepper combinations (Fig 1). Notably, previous literature cited the Doux des Landes (DDL) pepper variety as graft-compatible with tomato (Deloire & Hébant, 1982). This historic assessment was likely based on high survival rates and the overall healthy appearance of tomato:DDL combinations. However, we demonstrate that along with all other varieties of pepper tested, tomato-DDL grafts fail to form xylem bridges, and as a consequence, develop biophysically unstable junctions that fail the bend test. Based on our findings, we emphasize the importance of verifying anatomical connectivity when diagnosing graft compatibility, and we recommend additional analyses investigating xylem formation and long-term productivity, to unambiguously assess compatible combinations. For all of the heterografts tested, we also were able to show that vascular bridges were not formed and growth was reduced (Fig. 1–2).
In order to analyze cell death in the graft junction, we tracked the percent of non-viable tissue (NVT) in the junction during the first 3 weeks post-grafting (Fig. 3). All grafts exhibited elevated NVT at 7 days after-grafting (DAG), compatible grafts exhibited significantly reduced NVT at 14 and 21 DAG, while incompatible grafts maintained the same percentage of NVT over time. Programmed Cell Death (PCD) is an important genetic mechanism that allows for selective cell death. In addition to its function in developmental processes (e.g. tracheid and vessel element maturation), PCD plays a central role in specific defense responses, including HR. Due to the high rate of developmental cell death related to vasculogenesis, we were unable to definitively show that PCD caused NVT in incompatible junctions (Fig. 4). To further investigate the cause of sustained NVT in incompatible grafts, we used RNA-seq to analyze the molecular signature of compatible versus incompatible grafts (Fig. 5). In addition to the incompatible grafts displaying a prolonged transcriptional response up to 21 DAG compared to self-grafts, genes upregulated at these later time points were enriched for processes associated with defense responses. Of these upregulated incompatible genes were many NLRs (Fig. 6). NLRs form complexes that monitor both effector presence and effector mediated changes to other proteins; when activated, NLRs trigger ETI and downstream defense responses (Jones et al., 2016). NLRs can also self-activate, triggering an inappropriate immune response (Bomblies et al., 2007; Tran et al., 2017). This phenomenon was originally identified as a type of genetic incompatibility present in F1 offspring of interspecific crosses, leading to the name “hybrid necrosis” (Hollingshead, 1929). Plants executing this immune response display cell death lesions, reduced growth, yellowing, and even complete death (Bomblies & Weigel, 2007). This phenomenon is now attributed to an autoactivated immune response. The neofunctionalization of NLRs in individual species has led to expanded and diverse families, which when crossed can interact deleteriously, activating defense responses in a similar mode to pathogen triggered defense (Tran et al., 2017). The expression of NLRs must remain tightly controlled, since upregulation leads to serious growth penalties (Tian et al., 2003). Furthermore, overexpression of NLRs can be sufficient to activate autoimmunity (Lai & Eulgem, 2018). Like in other instances of NLR autoactivity, where many NLRs are upregulated, we found significant upregulation of the NLRs from both tomato and pepper (Barragan et al., 2021). The Capsicum genomes have undergone extensive expansion of the NLR family (Kim et al., 2017). It is possible that the phenotypes we observed in incompatible tomato-pepper grafts are caused by NLR-related genetic incompatibility. This would be the first instance of NLR autoactivation being triggered by physical rather than reproductive genomic combinations. Given that the graft junction is composed of an interspecific fusion of tissues, where the genetic information of tomato and pepper are in intimate proximity, it is logical that grafting could elicit a similar response to hybrid incompatibility. Hypersensitive response requires salicylic acid and a core set of genes PAD4, SAG101, and EDS1 in Arabidopsis. We found that most of the orthologs to these HR regulators, in addition to SA responsive genes, were upregulated in incompatible grafts compared to self-grafted controls. Our molecular evidence points to a model in which tomato-pepper graft incompatibility is caused by an immune response activated by incompatible genetic information, which is perceived by differing NLR alleles present in the tomato and pepper genomes.
In addition to the shared NLR-upregulation in tomato and pepper heterografts, we also identified a set of shared orthologs that are upregulated in both the tomato and pepper genomes during incompatible grafting. Further analysis of these shared orthologs may help to identify genetic markers for incompatibility in Solanaceae (Fig. 7).
Next, to explore the genetic fingerprint of graft incompatibility, we compared upregulated genes from compatible grafts, incompatible grafts, and 3 biotic stress datasets (herbivory, fungal infection, and plant parasitism (Fig. 8). We identified an overlap between grafting and these biotic stressors, with a significantly pronounced overlap of upregulated genes between grafting and plant parasitism. Given that the formation of the parasitic haustorium and the graft junction both require inter-specific tissue coordination leading to vascular reconnection, it is logical that the two processes share molecular machinery. The similarity between these two phenomena, both genetically and physiologically, will require future research to fully explore. This analysis also revealed over 1000 uniquely upregulated genes that are expressed in incompatible grafts, including DNA damage repair genes, BRCA1 and BARD1 (Fig 8). Previous work has shown that autoimmune responses caused by NLR overactivation induce DNA damage via EDS1 (Rodriguez et al., 2018). Based on these findings we propose that NLR autoactivation is triggered by genetic incompatibility between the diverged immune systems of tomato and pepper, and this immune response triggers a hypersensitive response producing the prolonged accumulation of non-viable tissue in incompatible graft junctions that shares similarities with HR-induced lesions. Further supporting our model, our incompatible grafts shared a unique upregulation of DNA damage repair and HR-related genes that are associated with NLR-mediated autoimmunity. From this analysis, we have identified NLR-mediated genetic incompatibility as a likely cause for tomato-pepper graft incompatibility.
Acknowledgments
H.R.T. was supported by a United States Department of Agriculture National Institute of Food and Agriculture (USDA-NIFA) Predoctoral Fellowship (2020-67011-31882); M.H.F., A.G., S.P., and M.N. were supported by the National Science Foundation (NSF) (CAREER IOS-1942437). Imaging data was acquired through the Cornell Institute of Biotechnology’s Imaging Facility, with NIH (S10OD018516) funding for the shared Zeiss LSM880 confocal/multiphoton microscope. Access to the Instron Universal testing stand was supported by the Delaware Center for Musculoskeletal Research from the National Institute of Health’s National Institute of General Medical Sciences (P20GM139760). Thank you to Noor AlBader for assistance with data transfer.
Footnotes
Competing interests
None to declare.
Fig. S1 Tomato and pepper heterografts have reduced survival and weak graft junctions.
Fig. S2 Incompatible grafts have reduced secondary growth 30 DAG.
Fig. S3 Tomato and pepper grafts were collected at 7, 14, and 21 DAG for TUNEL assays, trypan blue, and RNA-seq
Fig. S4 Non-viable tissue was quantified in ImageJ
Fig. S5 Heterografted tomato and pepper have consistent growth and persistent non-viable tissue
Fig. S6 All grafted plants have elevated programmed cell death in the graft junction
Fig. S7 All grafted plants have elevated programmed cell death in the graft junction (merged)
Fig. S8 Cross-species exudates do not affect callus growth of tomato or pepper
Fig. S9 Genetic overlap between tomato and pepper grafts shows scion-stock specificity.
Fig. S10 Scion and stock tissue have distinct upregulated genes at any given time point
Fig. S11 Hormonal regulation but not ROS production is upregulated in incompatible grafts
Fig. S12 DNA quality decreases over time in incompatible stocks
Fig. S13 The steroidal glycoalkaloid biosynthesis pathway is significantly upregulated in heterografted grafted scions.
Fig.S14 Biological stressors upregulate distinct and shared genetic responses
Method S1 Plant material and growth conditions
Method S2 Grafting
Method S3 Pepper Compatibility Grafts
Method S4 Propidium Iodide Staining
Method S5 Bend Test
Method S6 Instron three-point bend test
Method S7 DAMP Assay
Method S8 Trypan Blue staining
Method S9 TUNEL Assay
Method S10 RNA-sequencing and bioinformatic processing
Method S11 Orthogroup Parsing
Method S12 Comparative Transcriptomics
Method S13 Statistical Analysis
Table S1 Graft survival overtime and manual bend tests
Table S2 Phenotypic data from pepper and tomato compatibility screen
Table S3 Instron 3-point bend test results and statistical analysis
Table S4 Non-viable tissue data and statistical analysis
Table S5 Wound exudate and DAMP assay on callus growth and statistical analysis
Table S6 Solanum lycopersicum (tomato) raw read counts
Table S7 Capsicum annuum (pepper) raw read counts
Table S8 Tomato Wald Test output
Table S9 Pepper Wald Test output
Table S10 Genes with upregulation in heterografts based on likelihood ratio test
Table S11 GO term enrichment of genes upregulated in heterografted plants as determined by likelihood ratio testing
Table S12 Genes involved in processes of interest which were used to generate heatmaps
Table S13 Alignment rate of RNA-seq libraries
Table S14 Orthogrouping of TAIR10 (Arabidopsis), ITAG4 (tomato), and CM334 (pepper)
Table S15 Shared Orthogroups
Table S16 GO term enrichment from orthogroup overlap
Table S17 Genes upregulated following biological stressors
Table S18 Genetic overlap and statistical analysis
Table S19 GO enrichment of genes overlap between grafting and biological stressors
Table S20 GO enrichment for heterograft-specific upregulated genes
Data availability
RNA reads collected for this project have been deposited on NCBI GEO (GSE256079). Previously published RNA-seq data used in this research can be accessed on NCBI at PRJNA628162, PRJNA687611, PRJNA756681, PRJNA600385, and PRJNA773605.
References
- Abdelkareem A, Thagun C, Nakayasu M, Mizutani M, Hashimoto T, Shoji T. 2017. Jasmonate-induced biosynthesis of steroidal glycoalkaloids depends on COI1 proteins in tomato. Biochemical and biophysical research communications 489: 206–210. [DOI] [PubMed] [Google Scholar]
- Amarante-Mendes GP, Adjemian S, Branco LM, Zanetti LC, Weinlich R, Bortoluci KR. 2018. Pattern Recognition Receptors and the Host Cell Death Molecular Machinery. Frontiers in immunology 9: 2379. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Andrews PK, Marquez CS. 2010. Graft Incompatibility. Horticultural Reviews: 183–232. [Google Scholar]
- Argles GK. 1937. A Review of the Literature on Stock-scion Incompatibility in Fruit Trees: With Particular Reference to Pome and Stone Fruits.
- Asahina M, Azuma K, Pitaksaringkarn W, Yamazaki T, Mitsuda N, Ohme-Takagi M, Yamaguchi S, Kamiya Y, Okada K, Nishimura T, et al. 2011. Spatially selective hormonal control of RAP2.6L and ANAC071 transcription factors involved in tissue reunion in Arabidopsis. Proceedings of the National Academy of Sciences of the United States of America 108: 16128–16132. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Assunção M, Santos C, Brazão J, Eiras-Dias JE, Fevereiro P. 2019. Understanding the molecular mechanisms underlying graft success in grapevine. BMC plant biology 19: 396. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Barragan AC, Collenberg M, Wang J, Lee RRQ, Cher WY, Rabanal FA, Ashkenazy H, Weigel D, Chae E. 2021. A Truncated Singleton NLR Causes Hybrid Necrosis in Arabidopsis thaliana. Molecular biology and evolution 38: 557–574. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bashir S, Rehman N, Fakhar Zaman F, Naeem MK, Jamal A, Tellier A, Ilyas M, Silva Arias GA, Khan MR. 2022. Genome-wide characterization of the gene family in tomato () and their relatedness to disease resistance. Frontiers in genetics 13: 931580. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Boller T, He SY. 2009. Innate immunity in plants: an arms race between pattern recognition receptors in plants and effectors in microbial pathogens. Science 324: 742–744. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bomblies K, Lempe J, Epple P, Warthmann N, Lanz C, Dangl JL, Weigel D. 2007. Autoimmune response as a mechanism for a Dobzhansky-Muller-type incompatibility syndrome in plants. PLoS biology 5: e236. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bomblies K, Weigel D. 2007. Hybrid necrosis: autoimmunity as a potential gene-flow barrier in plant species. Nature reviews. Genetics 8: 382–393. [DOI] [PubMed] [Google Scholar]
- Brutus A, Sicilia F, Macone A, Cervone F, De Lorenzo G. 2010. 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 107: 9452–9457. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Buchfink B, Xie C, Huson DH. 2014. Fast and sensitive protein alignment using DIAMOND. Nature methods 12: 59–60. [DOI] [PubMed] [Google Scholar]
- Burbridge E, Diamond M, Dix PJ, McCabe PF. 2007. Use of cell morphology to evaluate the effect of a peroxidase gene on cell death induction thresholds in tobacco. Plant Science 172: 853–860. [Google Scholar]
- Cárdenas PD, Sonawane PD, Pollier J, Vanden Bossche R, Dewangan V, Weithorn E, Tal L, Meir S, Rogachev I, Malitsky S, et al. 2016. GAME9 regulates the biosynthesis of steroidal alkaloids and upstream isoprenoids in the plant mevalonate pathway. Nature communications 7: 10654. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Deloire A, Hébant C. 1982. Peroxidase Activity and Lignification at the Interface Between Stock and Scion of Compatible and Incompatible Grafts of Capsicum on Lycopersicum. Annals of Botany 49: 887–891. [Google Scholar]
- Eames AJ, Cox LG. 1945. A REMARKABLE TREE-FALL AND AN UNUSUAL TYPE OF GRAFT-UNION FAILURE. American Journal of Botany 32: 331–335. [Google Scholar]
- Emms DM, Kelly S. 2019. OrthoFinder: phylogenetic orthology inference for comparative genomics. Genome biology 20: 238. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ennos AR, Crook MJ, Grimshaw C. 1993. The Anchorage Mechanics of Maize,Zea mays. Journal of Experimental Botany 44: 147–153. [Google Scholar]
- Enyedi AJ, Yalpani N, Silverman P, Raskin I. 1992. Localization, conjugation, and function of salicylic acid in tobacco during the hypersensitive reaction to tobacco mosaic virus. Proceedings of the National Academy of Sciences of the United States of America 89: 2480–2484. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fernández-Bautista N., Domínguez-Núñez J. A., Moreno M. M. C., & Berrocal-Lobo M. 2016. Plant tissue trypan blue staining during phytopathogen infection. Bio-protocol, 6: e2078–e2078. [Google Scholar]
- Ferrari S, Savatin DV, Sicilia F, Gramegna G, Cervone F, Lorenzo GD. 2013. Oligogalacturonides: plant damage-associated molecular patterns and regulators of growth and development. Frontiers in plant science 4: 49. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Freh M, Gao J, Petersen M, Panstruga R. 2022. Plant autoimmunity-fresh insights into an old phenomenon. Plant physiology 188: 1419–1434. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gantner J, Ordon J, Kretschmer C, Guerois R, Stuttmann J. 2019. An EDS1-SAG101 Complex Is Essential for TNL-Mediated Immunity in. The Plant cell 31: 2456–2474. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Goodman AM, Ennos AR. 2001. The Effects of Mechanical Stimulation on the Morphology and Mechanics of Maize Roots Grown in an Aerated Nutrient Solution. International Journal of Plant Sciences 162: 691–696. [Google Scholar]
- Gur A. 1968. The role of the cyanogensic glycoside of the quince in the incompatibility between pear cultivars and quince rootstocks. Horticulture Research 8: 113–134. [Google Scholar]
- Harrison DJ, Burgess PG. 1962. Use of rootstock resistance for controlling fusarium wilt of tomatoes. Plant Pathology 11: 23–25. [Google Scholar]
- Hirsch T, Marchetti P, Susin SA, Dallaporta B, Zamzami N, Marzo I, Geuskens M, Kroemer G. 1997. The apoptosis-necrosis paradox. Apoptogenic proteases activated after mitochondrial permeability transition determine the mode of cell death. Oncogene 15: 1573–1581. [DOI] [PubMed] [Google Scholar]
- Hollingshead L. 1929. A Lethal Factor in Crepis Effective Only in an Interspecific Hybrid. Genetics 15: 114–140 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hostetler AN, Erndwein L, Ganji E, Reneau JW, Killian ML, Sparks EE. 2022. Maize brace root mechanics vary by whorl, genotype, and reproductive stage. Annals of botany 126: 657–668. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Itkin M, Heinig U, Tzfadia O, Bhide AJ, Shinde B, Cardenas PD, Bocobza SE, Unger T, Malitsky S, Finkers R, et al. 2013. Biosynthesis of antinutritional alkaloids in solanaceous crops is mediated by clustered genes. Science 341: 175–179. [DOI] [PubMed] [Google Scholar]
- Ives L., Brathwaite R., Barclay G., Isaac W. A., Bowen-O’Connor C., & Bekele I. 2012. Graft Compatibility of Scotch Bonnet (Capsicum chinense Jacq) with selected salt-tolerant solanaceous. Journal of Agricultural Science and Technology B: 2(1B). [Google Scholar]
- Janeway C., Travers P., Walport M. and Shlomchik M., 2001. Immunobiology: the immune system in health and disease (Vol. 2, p. 154). New York: Garland Pub.. [Google Scholar]
- Jhu M-Y, Farhi M, Wang L, Zumstein K, Sinha NR. 2021. Investigating Host and Parasitic Plant Interaction by Tissue-Specific Gene Analyses on Tomato and Interface at Three Haustorial Developmental Stages. Frontiers in plant science 12: 764843. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jones JDG, Dangl JL. 2006. The plant immune system. Nature 444: 323–329. [DOI] [PubMed] [Google Scholar]
- Jones JDG, Vance RE, Dangl JL. 2016. Intracellular innate immune surveillance devices in plants and animals. Science 354. [DOI] [PubMed] [Google Scholar]
- Kawaguchi M, Taji A, Backhouse D, Oda M. 2008. Anatomy and physiology of graft incompatibility in solanaceous plants. The Journal of Horticultural Science and Biotechnology 83: 581–588. [Google Scholar]
- Ke L, Wang Y, Schäfer M, Städler T, Zeng R, Fabian J, Pulido H, De Moraes CM, Song Y, [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xu S. 2021. Transcriptomic Profiling Reveals Shared Signalling Networks Between Flower Development and Herbivory-Induced Responses in Tomato. Frontiers in plant science 12: 722–810. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kim S, Park J, Yeom S-I, Kim Y-M, Seo E, Kim K-T, Kim M-S, Lee JM, Cheong K, Shin H-S, et al. 2017. New reference genome sequences of hot pepper reveal the massive evolution of plant disease-resistance genes by retroduplication. Genome biology 18: 210. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Koornneef A, Pieterse CMJ. 2008. Cross talk in defense signaling. Plant physiology 146: 839–844. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lai Y, Eulgem T. 2018. Transcript-level expression control of plant NLR genes. Molecular plant pathology 19: 1267–1281. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lakehal A, Dob A, Rahneshan Z, Novák O, Escamez S, Alallaq S, Strnad M, Tuominen H, Bellini C. 2020. ETHYLENE RESPONSE FACTOR 115 integrates jasmonate and cytokinin signaling machineries to repress adventitious rooting in Arabidopsis. The New phytologist 228: 1611–1626. [DOI] [PubMed] [Google Scholar]
- Lee H, Mang H, Choi E, Seo Y, Kim M, Oh S, Kim S, Choi D. 2021. Genome-wide functional analysis of hot pepper immune receptors reveals an autonomous NLR clade in seed plants. New Phytologist 229: 532–547. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li J, Brader G, Kariola T, Palva ET. 2006. WRKY70 modulates the selection of signaling pathways in plant defense. The Plant journal: for cell and molecular biology 46: 477–491. [DOI] [PubMed] [Google Scholar]
- Li X, Li Y, Ahammed GJ, Zhang X-N, Ying L, Zhang L, Yan P, Zhang L-P, Li Q-Y, Han W-Y. 2019. RBOH1-dependent apoplastic H2O2 mediates epigallocatechin-3-gallate-induced abiotic stress tolerance in Solanum lycopersicum L. Environmental and experimental botany 161: 357–366. [Google Scholar]
- Lockshin RA, Zakeri Z. 2004. Apoptosis, autophagy, and more. The International Journal of Biochemistry & Cell Biology 36: 2405–2419. [DOI] [PubMed] [Google Scholar]
- Lorenzo O, Piqueras R, Sánchez-Serrano JJ, Solano R. 2003. ETHYLENE RESPONSE FACTOR1 integrates signals from ethylene and jasmonate pathways in plant defense. The Plant cell 15: 165–178. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Love MI, Huber W, Anders S. 2014. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome biology 15: 550. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Matsuoka K, Yanagi R, Yumoto E, Yokota T, Yamane H, Satoh S, Asahina M. 2018. RAP2.6L and jasmonic acid-responsive genes are expressed upon Arabidopsis hypocotyl grafting but are not needed for cell proliferation related to healing. Plant molecular biology 96: 531–542. [DOI] [PubMed] [Google Scholar]
- Melnyk CW, Schuster C, Leyser O, Meyerowitz EM. 2015. A Developmental Framework for Graft Formation and Vascular Reconnection in Arabidopsis thaliana. Current biology: CB 25: 1306–1318. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mendel K. 1936. The Anatomy and Histology of the Bud-union in Citrus. Palestine Journal of Botanical and Horticultural Science 1: 13–46 [Google Scholar]
- Milner SE, Brunton NP, Jones PW, O’Brien NM, Collins SG, Maguire AR. 2011. Bioactivities of glycoalkaloids and their aglycones from Solanum species. Journal of agricultural and food chemistry 59: 3454–3484. [DOI] [PubMed] [Google Scholar]
- Moore R. 1981. Graft compatibility and incompatibility in higher plants. Developmental and comparative immunology 5: 377–389. [DOI] [PubMed] [Google Scholar]
- Moore R. 1983. Studies of vegetative compatibility-incompatibility in higher plants. Iv. The development of tensile strength in a compatible and an incompatible graft. American Journal of Botany 70: 226–231. [Google Scholar]
- Moore R. 1984. A model for graft compatibility-incompatibility in higher plants. American Journal of Botany 71: 752–758. [Google Scholar]
- Moore R. 1986. Graft incompatibility between pear and quince: the influence of metabolites of Cydonia oblonga on suspension cultures of Pyrus communis. American journal of botany 73: 1–4. [DOI] [PubMed] [Google Scholar]
- Moore R, Walker DB. 1981. Studies of vegetative compatibility-incompatibility in higher plants. Ii. A structural study of an incompatible heterograft between Sedum telephoides (crassulaceae) and Solanum pennellii (solanaceae). American Journal of Botany 68: 831–842. [Google Scholar]
- Mosse B, Herrero J. 1951. Studies on Incompatibility Between Some Pear and Quince Grafts. Journal of Horticultural Science 26: 238–245. [Google Scholar]
- Mudge K, Janick J, Scofield S, Goldschmidt EE. 2009. A History of Grafting. Horticultural Reviews: 437–493. [Google Scholar]
- Nakayasu M, Shioya N, Shikata M, Thagun C, Abdelkareem A, Okabe Y, Ariizumi T, Arimura G-I, Mizutani M, Ezura H, et al. 2018. JRE4 is a master transcriptional regulator of defense-related steroidal glycoalkaloids in tomato. The Plant journal: for cell and molecular biology 94: 975–990. [DOI] [PubMed] [Google Scholar]
- Nisa M-U, Huang Y, Benhamed M, Raynaud C. 2019. The Plant DNA Damage Response: Signaling Pathways Leading to Growth Inhibition and Putative Role in Response to Stress Conditions. Frontiers in plant science 10: 653. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nothnagel EA, McNeil M, Albersheim P, Dell A. 1983. Host-Pathogen Interactions : XXII. A Galacturonic Acid Oligosaccharide from Plant Cell Walls Elicits Phytoalexins. Plant physiology 71: 916–926. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Olvera-Carrillo Y, Van Bel M, Van Hautegem T, Fendrych M, Huysmans M, Simaskova M, van Durme M, Buscaill P, Rivas S, Coll NS, et al. 2015. A Conserved Core of Programmed Cell Death Indicator Genes Discriminates Developmentally and Environmentally Induced Programmed Cell Death in Plants. Plant physiology 169: 2684–2699. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Panda S, Jozwiak A, Sonawane PD, Szymanski J, Kazachkova Y, Vainer A, Vasuki Kilambi H, Almekias-Siegl E, Dikaya V, Bocobza S, et al. 2022. Steroidal alkaloids defence metabolism and plant growth are modulated by the joint action of gibberellin and jasmonate signalling. The New phytologist 233: 1220–1237. [DOI] [PubMed] [Google Scholar]
- R Core Team. 2021. R: A language and environment for statistical computing. R Foundation for Statistical Computing. [Google Scholar]
- Raziq A, Wang Y, Mohi Ud Din A, Sun J, Shu S, Guo S. 2022. A Comprehensive Evaluation of Salt Tolerance in Tomato (Var. Ailsa Craig): Responses of Physiological and Transcriptional Changes in RBOH’s and ABA Biosynthesis and Signalling Genes. International journal of molecular sciences 23. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rietz S, Stamm A, Malonek S, Wagner S, Becker D, Medina-Escobar N, Corina Vlot A, Feys BJ, Niefind K, Parker JE. 2011. Different roles of Enhanced Disease Susceptibility1 (EDS1) bound to and dissociated from Phytoalexin Deficient4 (PAD4) in Arabidopsis immunity. The New phytologist 191: 107–119. [DOI] [PubMed] [Google Scholar]
- Rodriguez E, Chevalier J, El Ghoul H, Voldum-Clausen K, Mundy J, Petersen M. 2018. DNA damage as a consequence of NLR activation. PLoS genetics 14: e1007235. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Srivastava DA, Arya GC, Pandaranayaka EP, Manasherova E, Prusky DB, Elad Y, Frenkel O, Harel A. 2020. Transcriptome Profiling Data of Infection on Whole Plant. Molecular plant-microbe interactions: MPMI 33: 1103–1107. [DOI] [PubMed] [Google Scholar]
- Steinbrenner AD, Muñoz-Amatriaín M, Chaparro AF, Aguilar-Venegas JM, Lo S, Okuda S, Glauser G, Dongiovanni J, Shi D, Hall M, et al. 2020. A receptor-like protein mediates plant immune responses to herbivore-associated molecular patterns. Proceedings of the National Academy of Sciences of the United States of America 117: 31510–31518. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Stergiopoulos I, de Wit PJGM. 2009. Fungal effector proteins. Annual review of phytopathology 47: 233–263. [DOI] [PubMed] [Google Scholar]
- Thomas HR, Gevorgyan A, Frank MH. 2023. Anatomical and biophysical basis for graft incompatibility within the Solanaceae. Journal of experimental botany 74: 4461–4470. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Thomas H, Van den Broeck L, Spurney R, Sozzani R, Frank M. 2022. Gene regulatory networks for compatible versus incompatible grafts identify a role for SlWOX4 during junction formation. The Plant cell 34: 535–556. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tian D, Traw MB, Chen JQ, Kreitman M, Bergelson J. 2003. Fitness costs of R-gene-mediated resistance in Arabidopsis thaliana. Nature 423: 74–77. [DOI] [PubMed] [Google Scholar]
- Tiedemann R. 1989. Graft Union Development and Symplastic Phloem Contact in the Heterograft Cucumis sativus on Cucurbita ficifolia. Journal of Plant Physiology 134: 427–440. [Google Scholar]
- Tran DTN, Chung E-H, Habring-Müller A, Demar M, Schwab R, Dangl JL, Weigel D, Chae E. 2017. Activation of a Plant NLR Complex through Heteromeric Association with an Autoimmune Risk Variant of Another NLR. Current biology: CB 27: 1148–1160. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Waldman A. D., Fritz J. M., & Lenardo M. J. 2020. A guide to cancer immunotherapy: from T cell basic science to clinical practice. Nature Reviews Immunology, 20: 651–668 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Walker-Simmons M , Hollander-Czytko H, Andersen JK, Ryan CA. 1984. Wound signals in plants: a systemic plant wound signal alters plasma membrane integrity. Proceedings of the National Academy of Sciences: 81.12: 3737–3741. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang J, Li D, Chen N, Chen J, Mu C, Yin K, He Y, Liu H. 2020. Plant grafting relieves asymmetry of jasmonic acid response induced by wounding between scion and rootstock in tomato hypocotyl. PloS one 15: e0241317. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Warschefsky EJ, Klein LL, Frank MH, Chitwood DH, Londo JP, von Wettberg EJB, Miller AJ. 2016. Rootstocks: Diversity, Domestication, and Impacts on Shoot Phenotypes. Trends in plant science 21: 418–437. [DOI] [PubMed] [Google Scholar]
- Williams B, Ahsan MU, Frank MH. 2021. Getting to the root of grafting-induced traits. Current opinion in plant biology 59: 101988. [DOI] [PubMed] [Google Scholar]
- Wu L, Chen H, Curtis C, Fu ZQ. 2014. Go in for the kill: How plants deploy effector-triggered immunity to combat pathogens. [Corrected]. Virulence 5: 710–721. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zeist AR, Giacobbo CL, da Silva Neto GF, Zeist RA, da R Dorneles K, de Resende JTV. 2018. Compatibility of tomato cultivar Santa Cruz Kada grafted on different Solanaceae species and control of bacterial wilt. Horticultura Brasileira 36: 377–381. [Google Scholar]
- Zeng Z, Liu Y, Feng X-Y, Li S-X, Jiang X-M, Chen J-Q, Shao Z-Q. 2023. The RNAome landscape of tomato during arbuscular mycorrhizal symbiosis reveals an evolving RNA layer symbiotic regulatory network. Plant communications 4: 100429. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhu S, Jeong R-D, Venugopal SC, Lapchyk L, Navarre D, Kachroo A, Kachroo P. 2011. SAG101 forms a ternary complex with EDS1 and PAD4 and is required for resistance signaling against turnip crinkle virus. PLoS pathogens 7: e1002318. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
RNA reads collected for this project have been deposited on NCBI GEO (GSE256079). Previously published RNA-seq data used in this research can be accessed on NCBI at PRJNA628162, PRJNA687611, PRJNA756681, PRJNA600385, and PRJNA773605.