Abstract
Plant‐mediated interactions are an important force in insect ecology. Through such interactions, herbivores feeding on leaves can affect root feeders. However, the mechanisms regulating the effects of above‐ground herbivory on below‐ground herbivores are poorly understood. Here, we investigated the performance of cabbage root fly larvae (Delia radicum) on cabbage plants (Brassica oleracea) previously exposed to above ground herbivores belonging to two feeding guilds: leaf chewing diamondback moth caterpillars (Plutella xylostella) or phloem‐feeding cabbage aphids (Brevicoryne brassicae). Our study focusses on root‐herbivore performance and defence signalling in primary roots by quantifying phytohormones and gene expression. We show that leaf herbivory by caterpillars, but not by aphids, strongly attenuates root herbivore performance. Above‐ground herbivory causes changes in primary roots in terms of gene transcripts and metabolites involved in plant defence. Feeding by below‐ground herbivores strongly induces the jasmonate pathway in primary roots. Caterpillars feeding on leaves cause a slight induction of the primary root jasmonate pathway and interact with plant defence signalling in response to root herbivores. In conclusion, feeding by a leaf chewer and a phloem feeder differentially affects root‐herbivore performance, root‐herbivore‐induced phytohormonal signalling, and secondary metabolites.
Keywords: above–below‐ground interactions, Brassica oleracea, Delia radicum, jasmonic acid signalling, plant‐mediated interactions
Short abstract
Caterpillars (Plutella xylostella) and aphids (Brevicoryne brassicae) feeding on leaves of Brassica oleracea differentially affect gene expression, phytohormone concentrations and defence against cabbage root fly larvae (Delia radicum) in the primary root.
1. INTRODUCTION
Most research on insect–plant interactions focusses on what is visible above ground (Kaplan & Denno, 2007, Papadopoulou & van Dam, 2017, Poelman, Broekgaarden, van Loon, & Dicke, 2008, Poelman, Van Loon, Van Dam, Vet, & Dicke, 2010, Stam et al., 2014), yet there is a hidden world beneath our feet, with its own organisms, ecological interactions, food webs, and abiotic environment (Erb, Robert, Hibbard & Turlings, 2011; Johnson et al., 2012; Johnson & Rasmann, 2015; Rasmann et al., 2005). What happens below ground often has major impacts on what we see above ground. For instance, some of the worst agricultural pests are soil dwelling, and they drastically affect plant health (Brown & Gange, 1990; Johnson, Erb, & Hartley, 2016).
However, plants are by no means defenceless. When attacked by insects, plants respond in terms of gene expression, signal transduction via phytohormonal pathways, and eventually responses such as the biosynthesis of secondary metabolites (Erb & Reymond, 2019; Pieterse, Leon‐Reyes, Van der Ent, & Van Wees, 2009). In leaves, chewing herbivores commonly induce a defence response mediated by the jasmonic acid (JA) pathway, whereas phloem feeders usually induce the salicylic acid (SA) pathway (Pieterse, & Does D.V.d., Zamioudis C., Leon‐Reyes A., & Wees S.C.M.V., 2012). Root herbivores induce the JA pathway, although the regulation is different from the above‐ground‐induced JA pathway; however, they seem not to induce the SA pathway (Acosta et al., 2013; Erb, Glauser, & Robert, 2012; Johnson et al., 2016). Defence responses occur not only locally, but throughout the plant. Although most studies on systemic responses focus on above ground tissues, in response to induction in either another leaf or in the roots (Papadopoulou & van Dam, 2017; Soler et al., 2012), there is an increasing body of literature showing that roots respond to leaf herbivory as well (Gulati, Baldwin, & Gaquerel, 2014; Huang, Siemann, Xiao, Yang, & Ding, 2014; Kim, Song, & Ryu, 2016; Kong, Kim, Song, Lee, & Ryu, 2016; Machado et al., 2013; Machado, Arce, McClure, Baldwin, & Erb, 2018; Soler, Erb, & Kaplan, 2013).
Organisms that are spatially separated can interact via such systemic responses, and in this way, the above‐ground and below‐ground communities are linked (Stam et al., 2014). An example of this is induced systemic resistance, in which nonpathogenic rhizosphere microbes enhance defence against above‐ground attackers (Berendsen, Pieterse, & Bakker, 2012; Pieterse et al., 2014; Pineda, Kaplan, & Bezemer, 2017). Insect herbivores also affect each other through such plant‐mediated interactions (Stam et al., 2014). Herbivores feeding on above‐ground plant parts can have a strong impact on root herbivores (Johnson et al., 2012; Soler et al., 2013), but there are large gaps in our understanding of the underlying mechanisms.
The type of defence response, and thus the plant‐mediated effect on subsequent herbivores, that is initiated by a feeding herbivore depends largely on the feeding guild (e.g., chewing or phloem feeding) of the inducing insect (Stam et al., 2014). Chewing herbivores on leaves generally negatively impact root‐feeding insects (Erb, Robert, & Turlings, 2011; Hunt‐Joshi & Blossey, 2005; Johnson et al., 2012), and this has been correlated to changes in secondary metabolites such as tannins or glucosinolates (Huang et al., 2014; Soler et al., 2013). A recent study showed that simulated leaf chewing facilitates the performance of plant parasitic nematodes on roots and that a functional JA pathway is required for this plant‐mediated interaction (Machado et al., 2018). Furthermore, not only direct defence but also the feeding preference of root herbivores (Erb et al., 2015), and attraction of their natural enemies (Rasmann & Turlings, 2007; Soler et al., 2007), can be affected by above‐ground induction. Sap‐feeding herbivores have been shown to induce changes in primary metabolites (Johnson, Hawes, & Karley, 2009), secondary metabolites (Kutyniok & Müller, 2012), root exudation, and recruitment of rhizosphere microbes (Kim et al., 2016). However, the effect of these changes on root herbivores are not consistent; root chewing beetle larvae grew larger on barley plants induced by aphids on leaves (Johnson et al., 2009), but not on Chinese tallow trees (Huang et al., 2014). Conversely, aphids induce resistance against root‐feeding aphids on Cardamine pratensis and against root‐feeding nematodes on Arabidopsis (Kutyniok & Müller, 2012; Salt, Fenwick, & Whittaker, 1996). The latter was correlated with slight differences in root glucosinolates (Kutyniok & Müller, 2012). Furthermore, above‐ground feeding by whiteflies induced resistance against Agrobacterium in roots in an SA‐dependent manner (Song et al., 2015). Thus, the feeding guild of the above‐ground inducer appears to matter for the plant‐mediated effects on root herbivores.
Here, we study how above‐ground insect herbivores with different feeding modes affect the performance of root herbivores and the potential underlying mechanisms. As a study system, we used Brassica oleracea plants and their interaction with several specialist insect herbivores. This system has been previously used to study interactions between folivorous insects (Kroes, van Loon, & Dicke, 2015) and transcriptomic responses to various insects on leaves (Kroes et al., 2017, Sarde et al., 2010 in prep). Furthermore, in a closely related plant species, Brassica nigra, Pieris brassicae caterpillars were found to negatively affect the root‐chewing herbivore Delia radicum, the cabbage root fly (Soler et al., 2007). Here, we studied how the chewing herbivore Plutella xylostella, the diamondback moth, and the phloem feeder Brevicoryne brassicae, the cabbage aphid, affect D. radicum in roots. All three species are specialist herbivores of the Brassicaceae family. To shed light on the underlying mechanisms, we examined defence signalling in B. oleracea roots. We studied how plants respond to D. radicum feeding on the roots, as well as to P. xylostella or B. brassicae on the leaves. Furthermore, we investigated whether above‐ground herbivory modulates the plant response to root herbivory.
2. MATERIALS AND METHODS
2.1. Study system
Brussels sprouts plants (B. oleracea var. gemmifera cv “Cyrus”) were used for all experiments. Plants were grown in a glasshouse compartment in potting soil (Lentse potgrond, Lent, The Netherlands) at 22 ± 2°C, 50–70% RH, with a 16:8 L:D cycle.
B. brassicae L. (Hemiptera: Aphididae) aphids and P. xylostella L. (Lepidoptera: Plutellidae) caterpillars were reared on Brussels sprouts plants at 22 ± 2°C, 50–70% RH, with a 16:8 L:D cycle. D. radicum L. (Diptera: Anthomyiidae) was collected near Zeewolde, the Netherlands, in 2013 and was reared on swede (Brassica napobrassica) at 20 ± 1°C, 50–70% RH, 16:8 L:D cycle.
2.2. Root herbivore performance
Three‐week‐old Brussels sprouts plants were infested with 10 P. xylostella L1 caterpillars or 10 B. brassicae apterous adults. Insects were constrained to the youngest fully expanded leaf (“induced leaf” hereafter) by placing cotton wool around the petiole; this was also done for control plants. In this way, inducing herbivores always started feeding on the same leaf, and most remained on that leaf for the duration of the experiment. Above‐ground inducers were allowed to feed on the leaf for a total of 6 days, after which they were carefully removed with a fine brush. Plants that were cross‐infested or on which removal of above‐ground insects was unsuccessful were removed from the analysis. After 2 days of above‐ground herbivory, 10 D. radicum neonate larvae were placed directly on the main root of all plants, just below the soil surface. Plants were distributed over a single greenhouse compartment in blocks to be able to test and correct for spatial differences. All plants received 50 ml of Hyponex (Unifarm, Wageningen, The Netherlands) twice weekly. Plants were watered three times each week. The amount of water given was varied depending on the estimated weight of the pots, as water uptake differs largely depending on the severity of root‐herbivore damage. Twenty days after D. radicum induction, plants were individually bagged with mesh nets. From this moment on, plants were checked daily for emerged adults, which were collected and immediately frozen at −18°C. Root fly survival to adulthood was scored, as well as their body weight (Sartorius CP2P micro balance, Germany) and hind tibia length (Dino‐Lite Edge digital microscope, Taiwan).
2.3. Gene expression analysis
Induction of plants was carried out as above. Plants were harvested 6 and 24 hr after the start of infestation (hpi) with D. radicum. Main roots were cut off using scissors and discs of the induced leaf were collected using a 1‐cm‐diameter cork borer; these tissues were immediately frozen in liquid nitrogen and stored at −80°C. Each sample consisted of three pooled plants.
RNA was extracted using the Bioline Isolate II plant RNA kit (GCbiotech, The Netherlands) according to the manufacturer's instructions. After RNA extraction, cDNA libraries were prepared (SensiFAST™, Bioline). To quantify gene expression, quantitative polymerase chain reaction was performed using SYBR Green (SensiFAST™, Bioline) and primers designed specifically for B. oleracea (Table S1). For each tissue type, 10 random samples were analysed for six reference genes (Act‐2, Btub, EF1a, GAPDH, PER4, and SAR1a) to calculate the best combination of reference genes using GeNorm: these were Btub and GAPDH for leaves, and Act‐2 and Btub for roots (Vandesompele et al., 2002). In leaves, the expression of LOX2 and PR1 was assessed. In roots, the transcript levels of LOX6, AOS, VSP2, MYC2, PAL, ACS, ABA2, ORA59, PDF1.2, and PR1 were quantified. Relative expression, normalized to the selected reference genes and the 6‐hr control sample and taking into account primer efficiency, was calculated using the Calibrated Normalized Relative Quantity method in qBase+ version 3.1 (Biogazelle, Zwijnaarde, Belgium).
2.4. Phytohormone analysis
From the same samples that were used for gene expression, a portion was lyophilized (Snijders type 2040 lyophylizer, Tilburg, The Netherlands). Phytohormone analysis was performed as in Vadassery et al. (2012) on an Agilent 1200 series HPLC system (Agilent Technologies) with the modification that a tandem mass spectrometer QTRAP 6500 (SCIEX, Darmstadt, Germany) was used. Because it was observed that both the D6‐labelled JA and D6‐labelled JA‐Ile standards (HPC Standards GmbH, Cunnersdorf, Germany) contained 40% of the corresponding D5‐labelled compounds, the sum of the peak areas of D5‐ and D6‐compounds was used for quantification. Concentration of cis‐OPDA and OH‐JA were determined relative to the quantity of the internal standard D6‐JA applying a response factor (RF) of 1.0. OH‐JA‐Ile and COOH‐JA‐Ile were quantified relative to D6‐JA‐Ile: RF 1.0. Sulfo‐JA was determined relative to the quantity of the internal standard D6‐JA: RF 6.0.
2.5. Statistics
Differences in gene expression levels and metabolite concentrations between the samples were explored through a multivariate approach, using Partial Least Squares Discriminant Analysis in SIMCA‐P version 15 (Umetrics, Umeå, Sweden). Initial models with all measured variables were used to assess variable importance in projection values. Final models were generated by removing the least important variables (variable importance in projection < 0.75).
All other statistical analyses were carried out in R (R Development Core Team, 2017) using the packages lme4, fitdistrplus, lmtest, and lsmeans (Bates, Mächler, Bolker, & Walker, 2015; Delignette‐Muller & Dutang, 2015; Lenth, 2016; Zeileis & Hothorn, 2002). Distributions were assessed by checking QQ‐plots, histograms, and using the functions shapiro. test, and descdist. Survival of D. radicum was analysed using a generalized linear model (GLM) with a Poisson distribution. D. radicum development time, weight, and hind tibia length, gene expression levels, and metabolite concentrations were analysed by Generalized Linear Mixed Model using either Gaussian or gamma distributions, with block (position in the greenhouse) as a random factor where relevant. As multiple flies emerged from most plants, for D. radicum development time, weight, and hind tibia length, plant was included as a random factor to avoid pseudoreplication. Model selection was done by comparing Akaike Information Criterion values.
3. RESULTS
3.1. Plant‐mediated effects of above‐ground herbivores on D. radicum
To investigate whether above‐ground herbivory affects D. radicum performance on B. oleracea roots, a no‐choice experiment was performed (Figure 1). Leaf chewing by P. xylostella negatively affected survival to adulthood of D. radicum (GLM: χ 2 = 8.55, df = 2, p = .014), causing a reduction of ca. 43% in survival compared with the control. Survival of root flies following phloem feeding by B. brassicae infestation on the leaves was intermediate and not different from survival on either control or P. xylostella‐treated plants. Other performance parameters of the flies were unaffected (Figure S1 Development time: GLM: χ 2 = 0.18, df = 2, p = .92, Weight: LMM: χ 2 = 2.16, df = 2, p = .34, Tibia length: GLMM: χ 2 = .05, df = 2, p = .98). This experiment was repeated in a slightly different setup with similar results (Figure S2).
3.2. Plant responses to above‐ and belowground herbivory
Effects of the treatments on gene transcription and metabolite concentrations were assessed through multivariate analyses (Figure 2). In total, transcript levels of 10 genes and concentrations of 9 metabolites involved in plant defence were measured in the primary roots. For all samples together, the first principal component (PC, R 2 = .552), clearly separates samples with and without D. radicum (Figure 2a,b; NC = 4, Q 2 = 0.74, p CV‐ANOVA < 0.001), indicating that D. radicum has a strong effect on the set of genes transcribed and metabolite concentrations. D. radicum feeding induced the expression of genes and biosynthesis of metabolites in the jasmonate pathway such as LOX6, JA‐Ile, MYC2 and ORA59 (Figure 2b). Furthermore, the second PC (R 2 = .191) separates samples taken at six hpi from samples at 24 hpi. To further investigate the effects of the above‐ground treatments, a separate model was built using only samples from the 24‐hre time point without root herbivory (Figure 2c,d; NC = 4, Q 2 = 0.92, p CV‐ANOVA = 0.0017). This model shows a separation of the P. xylostella‐induced root samples from the other two treatments on the first PC (R 2 = .463). Breakdown products of JA, such as OH‐JA‐Ile, COOH‐JA, and Sulfo‐JA, appear to be important for this separation (Figure 2d). The second PC (R 2 = .199) separates roots of plants induced by B. brassicae from control roots. Similar results were obtained when this model was repeated for the 6‐hr time point (Figure S3; NC = 3, Q 2 = 0.8, p CV‐ANOVA = 0.0034). Finally, a model was made to explore differences between the D. radicum‐induced roots. Here, the first PC separates samples of roots from plants fed upon by P. xylostella plus D. radicum (R 2 = .291) from the other two treatments (Figure 2e,f); NC = 2, Q 2 = 0.58, p CV‐ANOVA = 0.044). JA‐Ile and ABA2 are associated with roots of plants that were only infested with D. radicum, whereas the dual‐infested plants by P. xylostella and D. radicum are associated with OH‐JA, ACS, and ABA. The second PC (R 2 = .201) separates root samples of plants induced by D. radicum only from samples induced by both D. radicum on roots and B. brassicae on leaves. For the 6‐hr samples, no separation was seen between D. radicum‐induced roots (Figure S3; NC = 2, Q2 = 0.43, p CV‐ANOVA = 0.32).
3.3. Induction of plant defence by D. radicum
Primary roots of plants exhibit a jasmonate response when damaged by D. radicum larvae. Jasmonate biosynthesis genes AOS and LOX6 were upregulated by D. radicum feeding (Figure 3a, Figure S4). The bioactive jasmonates JA and JA‐Ile were strongly induced following D. radicum herbivory (Figure 3f). Compared with control, JA increased 10‐fold and 20‐fold, whereas JA‐Ile increased 25‐fold and 42‐fold, after 6 and 24 hr, respectively. Further downstream, the JA‐related transcription factors MYC2 and ORA59 were induced by Delia herbivory (Figure 3i,k), and after 24 hr of feeding, VSP2 and PDF1.2, two genes encoding defence proteins, were activated (Figure 3j,l).
In addition to the jasmonate pathway, other hormonal pathways also changed in response to D. radicum feeding. The phenylpropanoid pathway marker PAL was activated in plants infested by D. radicum (Figure 3d), but SA levels were unchanged (Figure S3). After 24 hr of Delia feeding, primary roots had decreased ACS transcription, indicating lower ET biosynthesis (Figure 3c), whereas ABA2, an ABA biosynthesis gene, was upregulated (Figure 3b). Conversely, there was a trend for lower ABA hormone levels 24 hr after root herbivore induction compared with control roots (Figure S3; Tukey's least significance difference; z = 2.79, p = .058).
3.4. Effects of P. xylostella on primary root defence signalling
Folivory by P. xylostella systemically enhanced defence responses in the primary roots. Transcription of AOS, involved in biosynthesis of JA, was slightly upregulated relative to control plants in response to caterpillar feeding on leaves (Figure 3a). Indeed, JA levels were slightly increased at the 24‐hr time point (72 hr after P. xylostella induction) compared with control samples (Figure 3f). The jasmonate‐regulated transcription factors MYC2 and ORA59 were also expressed at higher levels in Plutella‐induced roots compared with control (Figure 3i,k). However, compared with control plants, none of the active components of the JA pathway were increased as much by P. xylostella as they were by local induction by D. radicum (Figure 3). Interestingly, inactive jasmonates (OH‐JA, OH‐JA‐Ile, and COOH‐JA‐Ile) accumulated in the primary roots of Plutella‐infested plants (Figure 3h, Figure S4).
3.5. Effects of B. brassicae on primary root defence signalling
Above‐ground feeding by aphids had little effect on the jasmonate pathway in the primary roots. Aside from a slight increase in JA levels at the 24‐hr time point (72 hr after aphid infestation) relative to control roots, no other markers were changed in response to B. brassicae infestation on the leaves (Figure 3). However, at the 6‐hr time point (54 hr after the start of aphid induction), PAL expression was upregulated following B. brassicae treatment compared with control roots, and a PR1 response was seen (Figure 3d, Figure S4). Root SA concentrations were not altered by above‐ground B. brassicae feeding (Figure S4). Interestingly, the SA pathway marker gene PR1 was unaffected in local tissues where aphids fed (Figure S5), even though several colonies had formed on each induced leaf by the time of harvest.
3.6. Interactive effects between above‐ and below‐ground inducers on root defence signalling
The plant response to D. radicum was altered when plants had previously been infested with above‐ground herbivores. When both D. radicum and P. xylostella were present, AOS and LOX6 were downregulated after 24 hr compared with plants that were only induced by D. radicum, implying lower jasmonate biosynthesis rates in these roots (Figure 3a, Figure S4). Levels of cis‐OPDA in the root were lower in plants exposed to dual herbivory, whereas single herbivore treatments did not affect the concentration of this jasmonate precursor (Figure 3e). Expression levels of downstream genes in the JA cascade, MYC2, ORA59, PDF1.2, and VSP2, did not differ between plants induced by D. radicum only and dual‐infested plants (Figure 3i–l). Interestingly, the upregulation of ABA2 24 hr after Delia induction was not found when P. xylostella was present on the plants (Figure 3b). Finally, although SA hormone concentrations were not affected by aphids alone, the combination of B. brassicae and D. radicum caused a decrease in this signalling compound relative to control roots (Figure S4).
4. DISCUSSION
Our data show that leaf herbivory has a strong effect on root herbivores, and that this effect is dependent on the feeding guild of the above‐ground attacker (Figure 4). We show that leaf herbivory causes changes in transcript levels and signalling compounds in primary roots. In particular, we show that the jasmonate pathway is induced by root herbivores and that above‐ground herbivores induce changes in this pathway in the roots, which may underlie the plant‐mediated interaction described here. Furthermore, above‐ground herbivores interact with defence induction by root herbivores, leading to a different signal signature in the primary root.
Responses of plants to D. radicum involve a strong activation of jasmonates. The JA pathway is well‐known for regulating defence against chewing herbivores, both in leaves and roots; in rice, mutants lacking a functional JA response were more susceptible to root herbivores (Erb & Reymond, 2019; Lu et al., 2015). Furthermore, both root herbivory and jasmonate treatment triggers maize roots to produce of a volatile compound that attracts entomopathogenic nematodes (Erb et al., 2011; Rasmann et al., 2005). The magnitude of jasmonate induction by D. radicum is quite surprising, as Erb et al. (2012) reported that many plant species lack a strong jasmonate burst in their roots, instead relying on a more subtle increase compared with leaves. In leaves of the same cultivar as we use here, the magnitude of JA induction after 24 hr of feeding by several caterpillar species was shown to lie between 4‐fold and 11‐fold (Bruinsma et al., 2009; Bruinsma et al., 2010), much less compared with the 20‐fold increase we find in primary roots responding to root‐feeding maggots. Possibly, this is due to our focus on primary roots, whereas to the best of our knowledge, previous studies did not distinguish between root tissues in terms of jasmonate concentrations. Root tissues that have a higher value in terms of plant fitness have higher levels of chemical defences in Brassica species and maize, in line with the optimal defence theory (Robert et al., 2012; Tsunoda, Krosse, & van Dam, 2017). Possibly this is also true for the high inducibility of jasmonates in primary roots found here.
In addition to the JA pathway, D. radicum induced changes in the expression of ABA and ET biosynthesis genes after 24 hr, suggesting that these hormones play a role in later stages of the defence response. Because the symptoms of root herbivory by Delia resemble those of drought, involvement of ABA is not surprising, as it is the main regulator of abiotic stress resistance (Finkelstein, Gampala, & Rock, 2002). Furthermore, ABA was shown to play a role in the response of maize to the root herbivore Diabrotica virgifera virgifera (Erb et al., 2009). Moreover, from studies on leaf defence signalling, we know that ABA and ET are important in fine‐tuning JA responses (Pieterse et al., 2009). In above‐ground tissues, MeJA induction regulates over 3,500 transcripts in Arabidopsis thaliana (Hickman et al., 2017), and onion thrips (Thrips tabaci) feeding influences the transcription of about 10% of all B. oleracea genes (Sarde et al., 2010 in prep). Not all of these are involved in defence, as JA regulates many other processes, such as the regulation of root growth, formation of root hairs, lateral roots, and adventitious roots (Wasternack & Feussner, 2018). Indeed, activation of the jasmonate cascade does not always lead to enhanced defence. Exogenous jasmonate treatment of the root caused a decline in Delia pupation in broccoli plants, B. oleracea, but had the opposite effect in turnip, Brassica rapa (Pierre et al., 2012). Possibly, ABA and ET in roots fine‐tune the JA response to a specific subset of genes.
There is ample evidence that chewers feeding on leaves negatively affect chewers feeding on roots, which is in line with our findings (Erb et al., 2011; Johnson et al., 2012; Masters & Brown, 1992; Soler et al., 2007). Although survival of root chewers is usually reduced in these interactions, growth is often increased, which may lead to some level of compensation (Johnson et al., 2012). Here, however, other performance parameters of root chewers were unchanged by above‐ground herbivory, so the surviving D. radicum individuals did not benefit from reduced competition. Several mechanisms have been proposed to explain these plant‐mediated interactions. Primary metabolism seems a likely candidate for mediating interactions between above‐ and below‐ground herbivores, as tolerance is thought to be achieved by plants that allocate their resources in roots upon leaf attack (Schwachtje & Baldwin, 2008). Indeed, leaf herbivory has been found to increase allocation of resources to roots (Holland, Cheng, & Crossley, 1996; Schwachtje et al., 2006). On the other hand, carbohydrate storage decreases in roots following leaf herbivory (Machado et al., 2013). Others have pointed to increased secondary metabolites as the main mediators of antagonism between above‐ and below‐ground chewers (Soler et al., 2013). A well‐documented example of this is found in Chinese tallow trees (Triadica sebifera), on which leaf chewers negatively affected flea beetle larvae in the roots, but conspecific adult beetles feeding on the leaves did not. In this system, root tannin concentrations in the different treatments correlated with the performance of the root herbivores (Huang et al., 2014). In B. oleracea, an increase in indole glucosinolates was recorded in roots of plants challenged by Phyllosticta brassicae caterpillars above ground, which was suggested to play a role in a negative effect on D. radicum (Soler et al., 2007). However, whether these toxins provide defence against the specialist D. radicum is debatable, because glucosinolates did not correlate with D. radicum performance in several studies (Pierre et al., 2012; Van Geem, Harvey, Cortesero, Raaijmakers, & Gols, 2015). Furthermore, D. radicum harnesses gut microbes that can disarm toxic isothiocyanates resulting from the breakdown of gluconasturtiin, an aromatic glucosinolate (Welte et al., 2015), and it may well possess methods to detoxify aliphatic and indolic glucosinolates as well. Research on A. thaliana has shown that flavonoids rather than glucosinolates are involved in defence against specialist insects (Onkokesung et al., 2014; Onkokesung et al., 2019). To understand the mechanism underlying the interaction between P. xylostella and D. radicum, more components of root defence (e.g., secondary metabolites and defensive proteins) should be investigated, and manipulative approaches should be used.
Above‐ground infestation by P. xylostella causes changes in root defence signalling. In maize, above‐ground caterpillar feeding failed to induce jasmonate levels in roots (Erb et al., 2009), whereas in tobacco, an increase in root jasmonates is recorded 2 hr after the application of leaf damage plus caterpillar oral secretion (Machado et al., 2018). Indeed, a functional jasmonate pathway was needed to allow plant‐mediated facilitation of above‐ground‐simulated herbivory on nematodes in tobacco roots (Machado et al., 2018). Here, we report a slight increase in JA levels in roots following leaf herbivory. A small increase may, however, have a large impact in roots (Erb et al., 2012). Furthermore, we find an increase in genes encoding enzymes catalyzing JA biosynthesis and downstream transcription factors. Among the differences, roots of plants infested with P. xylostella on the leaves harboured much higher levels of jasmonate derivatives that are mostly inactive in signal transduction (Wasternack & Hause, 2013). Accumulation of jasmonate derivatives indicates that a jasmonate response occurred before our measurements started. This earlier jasmonate response could have led to more defensive metabolites, or could have primed plant defence in the roots, enabling the plant to respond more rapidly to D. radicum. Interestingly, some JA derivatives may retain partial activity; for instance, OH‐JA treatment leads to slight induction of JA‐related marker genes in Arabidopsis and a faster induction by JA‐Ile treatment when applied together (Smirnova et al., 2017). Furthermore, recently, the inactive OH‐JA‐Ile was synthetically reactivated by modifications that can theoretically occur in nature, and these reactivated compounds can activate defence against Manduca sexta caterpillars (Jimenez‐Aleman, Machado, Baldwin, & Boland, 2017; Jimenez‐Aleman, Machado, Görls, Baldwin, & Boland, 2015).
In addition to altering the basal levels of defence in systemic tissues, plant‐mediated interactions can involve defence priming, in which the induced response is altered because of a previous event (Erb, Ton, Degenhardt, & Turlings, 2008). Indeed, plants previously infested by P. xylostella responded differently to D. radicum. Transcripts of JA biosynthesis genes were less abundant in coinfested plants compared with plants only infested by D. radicum. This reduction could be the result of negative feedback in the jasmonate pathway, suggesting an earlier plant response to D. radicum when P. xylostella was already present (Chini et al., 2007; Liu et al., 2019). Alternatively, D. radicum may have fed less or died early on roots of P. xylostella induced plants. In maize plants, root herbivores were shown to avoid plants that were previously induced by caterpillars (Erb et al., 2015). However, because D. radicum tunnels through the tap root of cabbage plants, their feeding behaviour is hard to observe, especially in the early stages of infestation. Interestingly, although D. radicum‐infested roots contained higher levels of ABA2 transcripts at 24 hr, this was attenuated when P. xylostella was present. It is tempting to suggest that fine‐tuning differences within the JA pathway, or differences in other ABA‐regulated genes, may play a role in the plant‐mediated interaction between P. xylostella and D. radicum. To investigate this further, a transcriptomic approach with more time points is required.
Plant‐mediated interactions between different feeding guilds are rarely studied, in particular the effects of above‐ground phloem‐feeding insects on below‐ground chewers. In T. sebifera, aphids had no effect on root‐feeding flea beetle larvae (Huang et al., 2014). In barley, aphids did not affect survival of root‐feeding wireworm larvae, but positively influenced their growth (Johnson et al., 2009). In line with these two studies, the effect of aphids on D. radicum in our study was weak. Interestingly, other below‐ground feeders are more strongly affected by above‐ground induction. For instance, B. brassicae negatively affected plant‐parasitic nematode performance in roots of A. thaliana (Kutyniok & Müller, 2012), and on Cardamine pratensis, leaf feeding aphids negatively affected root‐feeding aphids (Salt et al., 1996). In above‐ground tissues, phloem‐feeding insects and chewers have been shown to facilitate one another (Soler et al., 2012). The finding that this does not occur between foliar aphids and root‐feeding insects may indicate that mechanisms underlying these interactions do not travel into the roots.
Although the plant‐mediated effects of aphids on below‐ground chewers may be weak or absent, this does not necessarily indicate a lack of induction of below‐ground defence. Systemic effects of aphids from leaves to roots have been reported in terms of primary metabolites (Johnson et al., 2009; Masters & Brown, 1992), secondary metabolites (Kutyniok & Müller, 2012), and root exudates (Kim et al., 2016). Another phloem‐feeding hemipteran, Bemisia tabaci, induces genes involved in biosynthesis of jasmonates and anthocyanins of maize roots (Park, Bae, & Ryu, 2015). In our study, however, above‐ground infestation of aphids had little effect on the measured root defence markers. It is quite possible that we missed changes induced by the aphids, because we focussed mainly on markers in the jasmonate defence pathway. On the other hand, SA levels and PR1 transcripts in roots did not exhibit a strong aphid response either. Aphid‐induced effects can be highly density dependent (Kroes et al., 2015), perhaps a higher initial number of aphids would yield a different result. The differences induced by aphids that we observed, such as a slight increase in PAL transcripts, as well as changes we may have missed, did not change plant defence against D. radicum at the aphid density we studied.
D. radicum appears to elicit a suboptimal defence response in their host plants, because induction by P. xylostella leads to much more effective defence. Herbivorous insects are known to be able to manipulate their host's immune system by using effectors in their saliva (Acevedo, Rivera‐Vega, Chung, Ray, & Felton, 2015; Consales et al., 2012) or even by symbiosis with microorganisms (Chung et al., 2013; Kazan & Lyons, 2014; Ziebell et al., 2011), leading to induced susceptibility. For instance, Colorado potato beetle (Leptinotarsa decemlineata) larvae use bacteria in their saliva to trick their host plant into an SA‐based defence response (Chung et al., 2013). Root herbivores can also cause induced susceptibility, for example, D. v. virgifera aggregate on maize roots and facilitate each other in a plant‐mediated manner (Robert et al., 2012). It is unknown whether D. radicum possesses a similar mechanism, although it seems feasible, especially because D. radicum shows aggregated distributions in cabbage fields (Mukerji & Harcourt, 1970), prefers to oviposit on conspecific‐damaged plants (Robert, Vladimír, Bruno, & Erich, 1996), and also performs better on plants previously damaged by conspecifics (Pierre et al., 2012). A targeted search for host‐manipulation mechanisms by D. radicum is likely to provide insights into the evolutionary arms race between brassicaceous plants and these specialist root‐feeding herbivores.
5. CONCLUSION
The current study shows that above‐ground herbivores, depending on the species, can influence root herbivores. We show that above‐ground herbivory influences not only the basal defence but also root‐herbivore induced defence in primary roots. Research on interactions between above‐ and below‐ground herbivory improves the understanding of plants as a whole organism. This can help not only in breeding for better crops but also to better understand ecological processes in nature, where plants are always dealing with multiple stressors in multiple organs.
Supporting information
ACKNOWLEDGMENTS
We thank Andre Gidding, Frans van Aggelen, and Pieter Rouweler for rearing the insects and Sean Geurts for growing the experimental plants. We thank Pieter Rouweler and Julia Friman for help during the experiments. Finally, we thank Matthias Erb and two anonymous reviewers for helpful comments on an earlier version of the manuscript.
Karssemeijer PN, Reichelt M, Gershenzon J, van Loon J, Dicke M. Foliar herbivory by caterpillars and aphids differentially affects phytohormonal signalling in roots and plant defence to a root herbivore. Plant Cell Environ. 2020;43:775–786. 10.1111/pce.13707
Caterpillars (Plutella xylostella) and aphids (Brevicoryne brassicae) feeding on leaves of Brassica oleracea differentially affect gene expression, phytohormone concentrations and defence against cabbage root fly larvae (Delia radicum) in the primary root.
Funding information This research was funded by the Wageningen University.
REFERENCES
- Acevedo, F. E. , Rivera‐Vega, L. J. , Chung, S. H. , Ray, S. , & Felton, G. W. (2015). Cues from chewing insects — The intersection of DAMPs, HAMPs, MAMPs and effectors. Current Opinion in Plant Biology, 26, 80–86. [DOI] [PubMed] [Google Scholar]
- Acosta, I. F. , Gasperini, D. , Chételat, A. , Stolz, S. , Santuari, L. , & Farmer, E. E. (2013). Role of NINJA in root jasmonate signaling. Proceedings of the National Academy of Sciences, 110(38), 15473–15478. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bates, D. , Mächler, M. , Bolker, B. , & Walker, S. (2015). Fitting linear mixed‐effects models using lme4. Journal of Statistical Software, 67(1), 1–48. [Google Scholar]
- Berendsen, R. L. , Pieterse, C. M. J. , & Bakker, P. A. H. M. (2012). The rhizosphere microbiome and plant health. Trends in Plant Science, 17(8), 478–486. [DOI] [PubMed] [Google Scholar]
- Brown, V. K. , & Gange, A. C. (1990). Insect herbivory below ground In Begon M., Fitter A. H., & Macfadyen A. (Eds.), Advances in ecological research (pp. 1–58). Cambridge, MA: Academic Press. [Google Scholar]
- Bruinsma, M. , Posthumus, M. A. , Mumm, R. , Mueller, M. J. , van Loon, J. J. A. , & Dicke, M. (2009). Jasmonic acid‐induced volatiles of Brassica oleracea attract parasitoids: Effects of time and dose, and comparison with induction by herbivores. Journal of Experimental Botany, 60(9), 2575–2587. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bruinsma, M. , van Broekhoven, S. , Poelman, E. H. , Posthumus, M. A. , Müller, M. J. , van Loon, J. J. A. , & Dicke, M. (2010). Inhibition of lipoxygenase affects induction of both direct and indirect plant defences against herbivorous insects. Oecologia, 162(2), 393–404. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chini, A. , Fonseca, S. , Fernández, G. , Adie, B. , Chico, J. M. , Lorenzo, O. , … Solano, R. (2007). The JAZ family of repressors is the missing link in jasmonate signalling. Nature, 448, 666–671. [DOI] [PubMed] [Google Scholar]
- Chung, S. H. , Rosa, C. , Scully, E. D. , Peiffer, M. , Tooker, J. F. , Hoover, K. , … Felton, G. W. (2013). Herbivore exploits orally secreted bacteria to suppress plant defenses. Proceedings of the National Academy of Sciences, 110(39), 15728–15733. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Consales, F. , Schweizer, F. , Erb, M. , Gouhier‐Darimont, C. , Bodenhausen, N. , Bruessow, F. , … Reymond, P. (2012). Insect oral secretions suppress wound‐induced responses in Arabidopsis . Journal of Experimental Botany, 63(2), 727–737. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Delignette‐Muller, M. L. , & Dutang, C. (2015). Fitdistrplus: An R package for fitting distributions. Journal of Statistical Software, 64(4), 1–34. [Google Scholar]
- Development Core Team, R. (2017). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. [Google Scholar]
- Erb, M. , Balmer, D. , De Lange, E. S. , Von Merey, G. , Planchamp, C. , Robert, C. A. M. , … Turlings, T. C. J. (2011). Synergies and trade‐offs between insect and pathogen resistance in maize leaves and roots. Plant, Cell & Environment, 34(7), 1088–1103. [DOI] [PubMed] [Google Scholar]
- Erb, M. , Flors, V. , Karlen, D. , De Lange, E. , Planchamp, C. , D'Alessandro, M. , … Ton, J. (2009). Signal signature of aboveground‐induced resistance upon belowground herbivory in maize. The Plant Journal, 59(2), 292–302. [DOI] [PubMed] [Google Scholar]
- Erb, M. , Glauser, G. , & Robert, C. A. M. (2012). Induced immunity against belowground insect herbivores‐ activation of defenses in the absence of a jasmonate burst. Journal of Chemical Ecology, 38(6), 629–640. [DOI] [PubMed] [Google Scholar]
- Erb, M. , & Reymond, P. (2019). Molecular interactions between plants and insect herbivores. Annual Review of Plant Biology, 70(1), 527–557. [DOI] [PubMed] [Google Scholar]
- Erb, M. , Robert, C. A. M. , Hibbard, B. E. , & Turlings, T. C. J. (2011). Sequence of arrival determines plant‐mediated interactions between herbivores. Journal of Ecology, 99(1), 7–15. [Google Scholar]
- Erb, M. , Robert, C. A. M. , Marti, G. , Lu, J. , Doyen, G. R. , Villard, N. , … Gershenzon, J. (2015). A physiological and behavioral mechanism for leaf herbivore‐induced systemic root resistance. Plant Physiology, 169(4), 2884–2894. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Erb, M. , Robert, C. A. M. , & Turlings, T. C. J. (2011). Induction of root‐resistance by leaf‐herbivory follows a vertical gradient. Journal of Plant Interactions, 6(2–3), 133–136. [Google Scholar]
- Erb, M. , Ton, J. , Degenhardt, J. , & Turlings, T. C. J. (2008). Interactions between arthropod‐induced aboveground and belowground defenses in plants. Plant Physiology, 146(3), 867–874. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Finkelstein, R. R. , Gampala, S. S. L. , & Rock, C. D. (2002). Abscisic acid signaling in seeds and seedlings. The Plant Cell, 14(suppl 1), S15–S45. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gulati, J. , Baldwin, I. T. , & Gaquerel, E. (2014). The roots of plant defenses: Integrative multivariate analyses uncover dynamic behaviors of gene and metabolic networks of roots elicited by leaf herbivory. The Plant Journal, 77(6), 880–892. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hickman, R. , Van Verk, M. C. , Van Dijken, A. J. H. , Mendes, M. P. , Vroegop‐Vos, I. A. , Caarls, L. , … Van Wees, S. C. M. (2017). Architecture and dynamics of the jasmonic acid gene regulatory network. The Plant Cell, 29(9), 2086–2105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Holland, J. N. , Cheng, W. , & Crossley, D. A. (1996). Herbivore‐induced changes in plant carbon allocation: Assessment of below‐ground C fluxes using carbon‐14. Oecologia, 107(1), 87–94. [DOI] [PubMed] [Google Scholar]
- Huang, W. , Siemann, E. , Xiao, L. , Yang, X. , & Ding, J. (2014). Species‐specific defence responses facilitate conspecifics and inhibit heterospecifics in above–belowground herbivore interactions. Nature Communications, 5, 4851. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hunt‐Joshi, T. R. , & Blossey, B. (2005). Interactions of root and leaf herbivores on purple loosestrife (Lythrum salicaria). Oecologia, 142(4), 554–563. [DOI] [PubMed] [Google Scholar]
- Jimenez‐Aleman, G. H. , Machado, R. A. , Baldwin, I. T. , & Boland, W. (2017). JA‐Ile‐macrolactones uncouple growth and defense in wild tobacco. Organic & Biomolecular Chemistry, 15(16), 3391–3395. [DOI] [PubMed] [Google Scholar]
- Jimenez‐Aleman, G. H. , Machado, R. A. R. , Görls, H. , Baldwin, I. T. , & Boland, W. (2015). Synthesis, structural characterization and biological activity of two diastereomeric JA‐Ile macrolactones. Organic & Biomolecular Chemistry, 13(21), 5885–5893. [DOI] [PubMed] [Google Scholar]
- Johnson, S. N. , Clark, K. E. , Hartley, S. E. , Jones, T. H. , McKenzie, S. W. , & Koricheva, J. (2012). Aboveground–belowground herbivore interactions: A meta‐analysis. Ecology, 93(10), 2208–2215. [DOI] [PubMed] [Google Scholar]
- Johnson, S. N. , Erb, M. , & Hartley, S. E. (2016). Roots under attack: Contrasting plant responses to below‐ and aboveground insect herbivory. New Phytologist, 210(2), 413–418. [DOI] [PubMed] [Google Scholar]
- Johnson, S. N. , Hawes, C. , & Karley, A. J. (2009). Reappraising the role of plant nutrients as mediators of interactions between root‐ and foliar‐feeding insects. Functional Ecology, 23(4), 699–706. [Google Scholar]
- Johnson, S. N. , & Rasmann, S. (2015). Root‐feeding insects and their interactions with organisms in the rhizosphere. Annual Review of Entomology, 60(1), 517–535. [DOI] [PubMed] [Google Scholar]
- Kaplan, I. , & Denno, R. F. (2007). Interspecific interactions in phytophagous insects revisited: A quantitative assessment of competition theory. Ecology Letters, 10(10), 977–994. [DOI] [PubMed] [Google Scholar]
- Kazan, K. , & Lyons, R. (2014). Intervention of phytohormone pathways by pathogen effectors. The Plant Cell, 26(6), 2285–2309. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kim, B. , Song, G. C. , & Ryu, C.‐M. (2016). Root exudation by aphid leaf infestation recruits root‐associated Paenibacillus spp. to lead plant insect susceptibility. Journal of Microbiology and Biotechnology, 26, 549–557. [DOI] [PubMed] [Google Scholar]
- Kong, H. G. , Kim, B. K. , Song, G. C. , Lee, S. , & Ryu, C.‐M. (2016). Aboveground whitefly infestation‐mediated reshaping of the root microbiota. Frontiers in Microbiology, 7, 1314. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kroes, A. , Broekgaarden, C. , Castellanos, U. M. , May, S. , van Loon, J. J. A. , & Dicke, M. (2017). Brevicoryne brassicae aphids interfere with transcriptome responses of Arabidopsis thaliana to feeding by Plutella xylostella caterpillars in a density‐dependent manner. Oecologia, 183(1), 107–120. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kroes, A. , van Loon, J. J. A. , & Dicke, M. (2015). Density‐dependent interference of aphids with caterpillar‐induced defenses in Arabidopsis: Involvement of phytohormones and transcription factors. Plant and Cell Physiology, 56(1), 98–106. [DOI] [PubMed] [Google Scholar]
- Kutyniok, M. , & Müller, C. (2012). Crosstalk between above‐ and belowground herbivores is mediated by minute metabolic responses of the host Arabidopsis thaliana . Journal of Experimental Botany, 63(17), 6199–6210. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lenth, R. V. (2016). Least‐squares means: The R package lsmeans. Journal of Statistical Software, 69(1), 1–33. [Google Scholar]
- Liu, Y. , Du, M. , Deng, L. , Shen, J. , Fang, M. , Chen, Q. , … Zhai, Q. (2019). MYC2 regulates the termination of jasmonate signaling via an autoregulatory negative feedback loop. The Plant Cell, 31(1), 106–127. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lu, J. , Robert, C. A. M. , Riemann, M. , Cosme, M. , Mène‐Saffrané, L. , Massana, J. , … Erb, M. (2015). Induced jasmonate signaling leads to contrasting effects on root damage and herbivore performance. Plant Physiology, 167(3), 1100–1116. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Machado, R. A. R. , Arce, C. C. M. , McClure, M. A. , Baldwin, I. T. , & Erb, M. (2018). Aboveground herbivory induced jasmonates disproportionately reduce plant reproductive potential by facilitating root nematode infestation. Plant, Cell & Environment, 41(4), 797–808. [DOI] [PubMed] [Google Scholar]
- Machado, R. A. R. , Ferrieri, A. P. , Robert, C. A. M. , Glauser, G. , Kallenbach, M. , Baldwin, I. T. , & Erb, M. (2013). Leaf‐herbivore attack reduces carbon reserves and regrowth from the roots via jasmonate and auxin signaling. New Phytologist, 200(4), 1234–1246. [DOI] [PubMed] [Google Scholar]
- Masters, G. J. , & Brown, V. K. (1992). Plant‐mediated interactions between two spatially separated insects. Functional Ecology, 6(2), 175–179. [Google Scholar]
- Mukerji, M. K. , & Harcourt, D. G. (1970). Spatial pattern of the immature stages of Hylemya brassicae on cabbage. The Canadian Entomologist, 102(10), 1216–1222. [Google Scholar]
- Onkokesung, N. , Reichelt, M. , van Doorn, A. , Schuurink, R. C. , van Loon, J. J. A. , & Dicke, M. (2014). Modulation of flavonoid metabolites in Arabidopsis thaliana through overexpression of the MYB75 transcription factor: Role of kaempferol‐3,7‐dirhamnoside in resistance to the specialist insect herbivore Pieris brassicae . Journal of Experimental Botany, 65(8), 2203–2217. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Onkokesung, N. , Reichelt, M. , Wright, L. P. , Phillips, M. A. , Gershenzon, J. , & Dicke, M. (2019). The plastidial metabolite 2‐C‐methyl‐D‐erythritol‐2,4‐cyclodiphosphate modulates defence responses against aphids. Plant, Cell & Environment, 42(7), 2309–2323. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Papadopoulou, G. V. , & van Dam, N. M. (2017). Mechanisms and ecological implications of plant‐mediated interactions between belowground and aboveground insect herbivores. Ecological Research, 32(1), 13–26. [Google Scholar]
- Park, Y. S. , Bae, D. W. , & Ryu, C. M. (2015). Aboveground whitefly infestation modulates transcriptional levels of anthocyanin biosynthesis and Jasmonic acid signaling‐related genes and augments the cope with drought stress of maize. PLoS One, 10(12), e0143879. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pierre, P. S. , Dugravot, S. , Cortesero, A. M. , Poinsot, D. , Raaijmakers, C. E. , Hassan, H. M. , & van Dam, N. M. (2012). Broccoli and turnip plants display contrasting responses to belowground induction by Delia radicum infestation and phytohormone applications. Phytochemistry, 73(1), 42–50. [DOI] [PubMed] [Google Scholar]
- Pieterse, C. M. J. , Does, D. V.d. , Zamioudis, C. , Leon‐Reyes, A. , & Wees, S. C. M. V. (2012). Hormonal modulation of plant immunity. Annual Review of Cell and Developmental Biology, 28(1), 489–521. [DOI] [PubMed] [Google Scholar]
- Pieterse, C. M. J. , Leon‐Reyes, A. , Van der Ent, S. , & Van Wees, S. C. M. (2009). Networking by small‐molecule hormones in plant immunity. Nature Chemical Biology, 5(5), 308–316. [DOI] [PubMed] [Google Scholar]
- Pieterse, C. M. J. , Zamioudis, C. , Berendsen, R. L. , Weller, D. M. , Van Wees, S. C. M. , & Bakker, P. A. H. M. (2014). Induced systemic resistance by beneficial microbes. Annual Review of Phytopathology, 52(1), 347–375. [DOI] [PubMed] [Google Scholar]
- Pineda, A. , Kaplan, I. , & Bezemer, T. M. (2017). Steering soil microbiomes to suppress aboveground insect pests. Trends in Plant Science, 22(9), 770–778. [DOI] [PubMed] [Google Scholar]
- Poelman, E. H. , Broekgaarden, C. , van Loon, J. J. A. , & Dicke, M. (2008). Early season herbivore differentially affects plant defence responses to subsequently colonizing herbivores and their abundance in the field. Molecular Ecology, 17(14), 3352–3365. [DOI] [PubMed] [Google Scholar]
- Poelman, E. H. , Van Loon, J. J. A. , Van Dam, N. M. , Vet, L. E. M. , & Dicke, M. (2010). Herbivore‐induced plant responses in Brassica oleracea prevail over effects of constitutive resistance and result in enhanced herbivore attack. Ecological Entomology, 35(2), 240–247. [Google Scholar]
- Rasmann, S. , Kollner, T. G. , Degenhardt, J. , Hiltpold, I. , Toepfer, S. , Kuhlmann, U. , … Turlings, T. C. J. (2005). Recruitment of entomopathogenic nematodes by insect‐damaged maize roots. Nature, 434(7034), 732–737. [DOI] [PubMed] [Google Scholar]
- Rasmann, S. , & Turlings, T. C. J. (2007). Simultaneous feeding by aboveground and belowground herbivores attenuates plant‐mediated attraction of their respective natural enemies. Ecology Letters, 10(10), 926–936. [DOI] [PubMed] [Google Scholar]
- Robert, B. , Vladimír, K. , Bruno, P. , & Erich, S. (1996). Preference for plants damaged by conspecific larvae in ovipositing cabbage root flies: Influence of stimuli from leaf surface and roots. Entomologia Experimentalis et Applicata, 81(3), 353–364. [Google Scholar]
- Robert, C. A. M. , Erb, M. , Hibbard, B. E. , Wade, F. B. , Zwahlen, C. , & Turlings, T. C. J. (2012). A specialist root herbivore reduces plant resistance and uses an induced plant volatile to aggregate in a density‐dependent manner. Functional Ecology, 26(6), 1429–1440. [Google Scholar]
- Robert, C. A. M. , Veyrat, N. , Glauser, G. , Marti, G. , Doyen, G. R. , Villard, N. , … Erb, M. (2012). A specialist root herbivore exploits defensive metabolites to locate nutritious tissues. Ecology Letters, 15(1), 55–64. [DOI] [PubMed] [Google Scholar]
- Salt, D. T. , Fenwick, P. , & Whittaker, J. B. (1996). Interspecific herbivore interactions in a high CO2 environment: Root and shoot aphids feeding on Cardamine . Oikos, 77(2), 326–330. [Google Scholar]
- Sarde S.J., Hickman R., Steenbergen M., Wiegers G.L., Pieterse C.M.J., van Wees S.C.M. & Dicke M. (2010. in prep) Comparative high‐density transcriptomics reveals rapid and complex rearrangement of white cabbage transcriptome in response to thrips feeding.
- Schwachtje, J. , & Baldwin, I. T. (2008). Why does herbivore attack reconfigure primary metabolism? Plant Physiology, 146(3), 845–851. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schwachtje, J. , Minchin, P. E. H. , Jahnke, S. , van Dongen, J. T. , Schittko, U. , & Baldwin, I. T. (2006). SNF1‐related kinases allow plants to tolerate herbivory by allocating carbon to roots. Proceedings of the National Academy of Sciences, 103(34), 12935–12940. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Smirnova, E. , Marquis, V. , Poirier, L. , Aubert, Y. , Zumsteg, J. , Ménard, R. , … Heitz, T. (2017). Jasmonic acid oxidase 2 hydroxylates jasmonic acid and represses basal defense and resistance responses against Botrytis cinerea infection. Molecular Plant, 10(9), 1159–1173. [DOI] [PubMed] [Google Scholar]
- Soler, R. , Badenes‐Pérez, F. R. , Broekgaarden, C. , Zheng, S.‐J. , David, A. , Boland, W. , & Dicke, M. (2012). Plant‐mediated facilitation between a leaf‐feeding and a phloem‐feeding insect in a brassicaceous plant: From insect performance to gene transcription. Functional Ecology, 26(1), 156–166. [Google Scholar]
- Soler, R. , Bezemer, T. M. , Cortesero, A. M. , Van der Putten, W. H. , Vet, L. E. M. , & Harvey, J. A. (2007). Impact of foliar herbivory on the development of a root‐feeding insect and its parasitoid. Oecologia, 152(2), 257–264. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Soler, R. , Erb, M. , & Kaplan, I. (2013). Long distance root–shoot signalling in plant–insect community interactions. Trends in Plant Science, 18(3), 149–156. [DOI] [PubMed] [Google Scholar]
- Song, G. C. , Lee, S. , Hong, J. , Choi, H. K. , Hong, G. H. , Bae, D.‐W. , … Ryu, C.‐M. (2015). Aboveground insect infestation attenuates belowground agrobacterium‐mediated genetic transformation. New Phytologist, 207(1), 148–158. [DOI] [PubMed] [Google Scholar]
- Stam, J. M. , Kroes, A. , Li, Y. , Gols, R. , van Loon, J. J. , Poelman, E. H. , & Dicke, M. (2014). Plant interactions with multiple insect herbivores: From community to genes. Annual Review of Plant Biology, 65(1), 689–713. [DOI] [PubMed] [Google Scholar]
- Tsunoda, T. , Krosse, S. , & van Dam, N. M. (2017). Root and shoot glucosinolate allocation patterns follow optimal defence allocation theory. Journal of Ecology, 105(5), 1256–1266. [Google Scholar]
- Vadassery, J. , Reichelt, M. , Hause, B. , Gershenzon, J. , Boland, W. , & Mithöfer, A. (2012). CML42‐mediated calcium signaling coordinates responses to Spodoptera herbivory and abiotic stresses in Arabidopsis . Plant Physiology, 159(3), 1159–1175. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Van Geem, M. , Harvey, J. A. , Cortesero, A. M. , Raaijmakers, C. E. , & Gols, R. (2015). Interactions between a belowground herbivore and primary and secondary root metabolites in wild cabbage. Journal of Chemical Ecology, 41(8), 696–707. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vandesompele J., De Preter K., Pattyn F., Poppe B., Van Roy N., De Paepe A. & Speleman F. (2002). Accurate normalization of real‐time quantitative RT‐PCR data by geometric averaging of multiple internal control genes. Genome Biology, 3(7), research0034.0031. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wasternack, C. , & Feussner, I. (2018). The oxylipin pathways: Biochemistry and function. Annual Review of Plant Biology, 69(1), 363–386. [DOI] [PubMed] [Google Scholar]
- Wasternack, C. , & Hause, B. (2013). Jasmonates: Biosynthesis, perception, signal transduction and action in plant stress response, growth and development. An update to the 2007 review in annals of botany. Annals of Botany, 111(6), 1021–1058. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Welte, C. U. , de Graaf, R. M. , van den Bosch, T. J. M. , Op den Camp, H. J. M. , van Dam, N. M. , & Jetten, M. S. M. (2015). Plasmids from the gut microbiome of cabbage root fly larvae encode SaxA that catalyses the conversion of the plant toxin 2‐phenylethyl isothiocyanate. Environmental Microbiology, 18(5), 1379–1390. [DOI] [PubMed] [Google Scholar]
- Zeileis, A. , & Hothorn, T. (2002). Diagnostic checking in regression relationships. R News, 2(3), 7–10. [Google Scholar]
- Ziebell, H. , Murphy, A. M. , Groen, S. C. , Tungadi, T. , Westwood, J. H. , Lewsey, M. G. , … Carr, J. P. (2011). Cucumber mosaic virus and its 2b RNA silencing suppressor modify plant‐aphid interactions in tobacco. Scientific Reports, 1, 187. [DOI] [PMC free article] [PubMed] [Google Scholar]
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