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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2019.00499</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Sensing the Danger Signals: <italic>cis</italic>-Jasmone Reduces Aphid Performance on Potato and Modulates the Magnitude of Released Volatiles</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Sobhy</surname> <given-names>Islam S.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<xref ref-type="author-notes" rid="fn004"><sup>&#x02021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/502863/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Caulfield</surname> <given-names>John C.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Pickett</surname> <given-names>John A.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/869958/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Birkett</surname> <given-names>Michael A.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/128171/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Biointeractions and Crop Protection Department, Rothamsted Research</institution>, <addr-line>Harpenden</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Plant Protection, Faculty of Agriculture, Suez Canal University</institution>, <addr-line>Ismailia</addr-line>, <country>Egypt</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Maria L. Pappas, Democritus University of Thrace, Greece</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Alexander Weinhold, German Center for Integrative Biodiversity Research, Germany; Paula Baptista, Polytechnic Institute of Bragan&#x000E7;a, Portugal</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Islam S. Sobhy <email>i.sobhy&#x00040;keele.ac.uk</email></corresp>
<corresp id="c002">Michael A. Birkett <email>mike.birkett&#x00040;rothamsted.ac.uk</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Chemical Ecology, a section of the journal Frontiers in Ecology and Evolution</p></fn>
<fn fn-type="present-address" id="fn002"><p>&#x02020;Present address: Islam S. Sobhy, School of Life Sciences, Huxley Building, Keele University, Keele, United Kingdom</p></fn>
<fn fn-type="present-address" id="fn003"><p>John A. Pickett, School of Chemistry, Cardiff University, Cardiff, United Kingdom</p></fn>
<fn fn-type="other" id="fn004"><p>&#x02021;ORCID: Islam S. Sobhy <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0003-4984-1823">orcid.org/0000-0003-4984-1823</ext-link></p></fn></author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>01</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="collection">
<year>2019</year>
</pub-date>
<volume>7</volume>
<elocation-id>499</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>09</month>
<year>2019</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>12</month>
<year>2019</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2020 Sobhy, Caulfield, Pickett and Birkett.</copyright-statement>
<copyright-year>2020</copyright-year>
<copyright-holder>Sobhy, Caulfield, Pickett and Birkett</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><p>In response to herbivory, plants synthesize and release variable mixtures of herbivore-induced plant volatiles (HIPVs) as indirect defense traits. Such induction of indirect plant defense can also be &#x0201C;switched on&#x0201D; by certain chemicals known as priming agents. Preceding work showed that the plant HIPV <italic>cis</italic>-jasmone (CJ) induced the emission of aphid defense-related volatiles affecting their behavioral response. However, little is known about the extent to which CJ-induced volatiles impacts aphid performance. In the current study, we conducted growth assays of potato aphids, <italic>Macrosiphum euphorbiae</italic>, observing their reproduction, development, and survival on CJ-primed potato plants. Adult <italic>M. euphoribae</italic> produced fewer neonates on CJ-treated plants compared to untreated plants. The weight and survival of <italic>M. euphorbiae</italic> reproduced neonates were significantly lower on CJ-treated plants. Additionally, there was a significant reduction in mean relative growth rate (MRGR) of <italic>M. euphoribae</italic> nymphs that fed on CJ-treated plants. Furthermore, the intrinsic rate of population increase (<italic>r</italic><sub><italic>m</italic></sub>) of <italic>M. euphoribae</italic> was significantly reduced on CJ-treated plants. Volatile analysis showed that CJ treatment significantly increased the emission of differently assigned volatile groups that have functional or biosynthetic characteristics, i.e., alcohols, benzenoids, homoterpenes, ketones, and sesquiterpenes at all sampling periods. Such enhanced volatile emissions were persistent over 7 days, suggesting a long-lasting effect of CJ defense priming. A negative correlation was found between volatile emission and MRGR of <italic>M. euphoribae</italic>. Principal component analysis (PCA) of data for the volatiles showed that (<italic>Z</italic>)-3-hexen-1-ol, &#x003B1;-pinene, (<italic>E</italic>)-ocimene, (<italic>E</italic>)-4,8-dimethyl-1,3,7-nonatriene (DMNT), <italic>cis</italic>-jasmone, indole, and (<italic>E,E</italic>)-4,8,12-trimethyl-1,3,7,11-tridecatetraene (TMTT) were the main volatiles contributing to the emitted blends, suggesting possible involvement in the reduced performance of <italic>M. euphorbiae</italic>. Overall, our findings demonstrate that priming potato with CJ significantly results in elevated emission of known biologically active volatiles, which may negatively impact aphid settling and other performance traits on primed plants.</p></abstract> <kwd-group>
<kwd>defense priming</kwd>
<kwd><italic>cis</italic>-jasmone</kwd>
<kwd>VOCs</kwd>
<kwd>aphids</kwd>
<kwd>growth</kwd>
<kwd>survival</kwd>
<kwd>intrinsic rate</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="2"/>
<ref-count count="90"/>
<page-count count="14"/>
<word-count count="10789"/>
</counts>
</article-meta> 
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Although many crop protection methods are currently utilized, insect pests still reduce the yield and quality of agricultural production worldwide, causing tremendous economic losses and threating global food security (Savary et al., <xref ref-type="bibr" rid="B68">2019</xref>). Spraying chemical pesticides remains the main approach to combatting insect attacks in commercial crops, which entails serious drawbacks such as the evolution of insecticide resistance (Bass et al., <xref ref-type="bibr" rid="B1">2014</xref>) and potential toxicity to beneficial insects such as bees and natural enemies (Desneux et al., <xref ref-type="bibr" rid="B25">2007</xref>). Furthermore, there is an increasing restriction in the registration of conventional pesticides, which globally limits the future availability of active ingredients that are currently used for controlling crop pests (Birch et al., <xref ref-type="bibr" rid="B31">2011</xref>). Thus, more sustainable and ecologically safer alternatives are urgently sought (Bruce, <xref ref-type="bibr" rid="B12">2010</xref>).</p>
<p>During their coevolution with insects, plants have evolved a complex arsenal of defense mechanisms (Wu and Baldwin, <xref ref-type="bibr" rid="B86">2010</xref>; Bruce, <xref ref-type="bibr" rid="B9">2015</xref>). One of these defense traits is the synthesis and release of a diverse mixture of herbivore-induced plant volatiles (HIPVs) in response to insect attack (Pickett and Khan, <xref ref-type="bibr" rid="B64">2016</xref>). These inducible defenses against insect invaders are regulated by a complex network of phytohormonal signaling (Erb et al., <xref ref-type="bibr" rid="B35">2012</xref>), including salicylic acid (SA) and jasmonic acid (JA), which are also involved in HIPVs induction (Dudareva et al., <xref ref-type="bibr" rid="B30">2013</xref>). The emitted HIPVs are perceived by neighboring plants, conspecific and/or heterospecific herbivores, and natural enemies, mediating a diverse array of multitrophic interactions (Turlings and Erb, <xref ref-type="bibr" rid="B78">2018</xref>). Upon perception, whereas herbivores employ HIPVs to avoid infested plants by their conspecifics (De Moraes et al., <xref ref-type="bibr" rid="B23">2001</xref>), neighboring plants make use of HIPVs to potentiate their defense so that they respond faster and more robustly when subsequently challenged by future insect attacks, a phenomenon known as &#x0201C;defense priming&#x0201D; (Engelberth et al., <xref ref-type="bibr" rid="B34">2004</xref>). Such interplay between insects and plants, which is mediated by plant volatiles, has promoted the prospect that manipulating the emission of HIPVs, as a trait of plant natural defense, can be a potential driver for innovation in crop protection against herbivorous insects (Sobhy et al., <xref ref-type="bibr" rid="B71">2014</xref>; Pickett and Khan, <xref ref-type="bibr" rid="B64">2016</xref>; Turlings and Erb, <xref ref-type="bibr" rid="B78">2018</xref>).</p>
<p>More recently, studies have shown that phenotypic manipulation of HIPVs can be achievable by the application of chemical priming agents (Sobhy et al., <xref ref-type="bibr" rid="B72">2012</xref>, <xref ref-type="bibr" rid="B70">2018</xref>). These priming agents represent a new class of agrochemical that does not have a direct toxic impact on the target organisms (Sobhy et al., <xref ref-type="bibr" rid="B74">2015b</xref>), but instead acts on defense signaling pathways and that could be harnessed in ecologically-based pest management programs (Bruce et al., <xref ref-type="bibr" rid="B14">2017</xref>). Nevertheless, whereas chemical agents that prime plant resistance against pathogens are broadly being applied commercially (Gozzo and Faoro, <xref ref-type="bibr" rid="B37">2013</xref>; Walters et al., <xref ref-type="bibr" rid="B82">2013</xref> and references herein), the development and application of such priming agents against herbivorous insects is still at the experimental stage. This is attributed to the fact that plant genotype, environmental conditions and other stressors substantially affect any subsequent enhancement in plant defense against insects caused by priming agents application (Bruce, <xref ref-type="bibr" rid="B8">2014</xref>).</p>
<p>Aphids are important pests of crops that cause yield losses worldwide (Blackman and Eastop, <xref ref-type="bibr" rid="B5">2006</xref>). In addition to their direct damage (i.e., malformation of the foliage and plant growth reduction) and crop contamination by honeydew and sooty mold, aphids are the most important vectors for non-persistent plant viruses, even for non-host plants (van Emden and Harrington, <xref ref-type="bibr" rid="B80">2017</xref>). It is increasingly evident that the application of chemical priming agents, such as &#x003B2;-aminobutyric acid (BABA) (Hodge et al., <xref ref-type="bibr" rid="B45">2005</xref>, <xref ref-type="bibr" rid="B44">2006</xref>; Zhong et al., <xref ref-type="bibr" rid="B90">2014</xref>) and BTH (acibenzolar<italic>-S</italic>-methyl) (Cooper et al., <xref ref-type="bibr" rid="B19">2004</xref>; Boughton et al., <xref ref-type="bibr" rid="B6">2006</xref>), has a negative impact upon aphid populations.</p>
<p>Another promising compound that robustly activates plant defense against aphids is <italic>cis</italic>-jasmone (CJ) (Pickett et al., <xref ref-type="bibr" rid="B63">2007b</xref>), which is a plant metabolite that is synthesized from &#x003B1;-linolenic acid <italic>via</italic> the biosynthetic pathway of <italic>iso</italic>-12-oxo-phytodienoic acid (<italic>iso</italic>-OPDA) (Dabrowska and Boland, <xref ref-type="bibr" rid="B22">2007</xref>). Preceding work showed that exogenous application of CJ resulted in the induction of defense-related volatile organic compounds (VOCs), including (<italic>E</italic>)-2-hexenal, 6-methyl-5-hepten-2-one (MHO), (<italic>Z</italic>)-3-hexenyl acetate, myrcene, (<italic>E</italic>)-ocimene, (<italic>E</italic>)-4,8-dimethyl-1,3,7-nonatriene (DMNT), methyl benzoate (MeBA), methyl salicylate (MeSA), (<italic>E</italic>)-(1<italic>R</italic>,9<italic>S</italic>)-caryophyllene, (<italic>E</italic>)-&#x003B2;-farnesene and (<italic>E,E</italic>)-4,8,12-trimethyl-1,3,7,11-tridecatetraene (TMTT) (Birkett et al., <xref ref-type="bibr" rid="B4">2000</xref>; Moraes et al., <xref ref-type="bibr" rid="B54">2009</xref>; Hegde et al., <xref ref-type="bibr" rid="B43">2012</xref>; Sobhy et al., <xref ref-type="bibr" rid="B75">2017</xref>). Most promising was the finding that CJ can also prime maize plants for enhanced production of defensive VOCs that are antagonist toward cicadellid leafhoppers (Oluwafemi et al., <xref ref-type="bibr" rid="B59">2013</xref>). Nevertheless, at present little is known about the extent to which such enhanced production of defensive VOCs, following plant priming with CJ, affects the performance of aphid on other important crops.</p>
<p>In the current study, to explore potential direct effects of the altered VOC emissions during plant priming on aphid performance, we performed growth assays using potato aphid, <italic>Macrosiphum euphorbiae</italic> (Thomas), observing their reproduction, development, and survival on potato (<italic>Solanum tuberosum</italic> L.) plants primed with CJ. <italic>Macrosiphum euphorbiae</italic> is a deleterious polyphagous aphid feeding on hundreds of plant species across 20 taxonomic families worldwide (van Emden and Harrington, <xref ref-type="bibr" rid="B80">2017</xref>). Nevertheless, as an American native aphid, <italic>M. euphorbiae</italic> have Solanaceae as the preferred hosts and is known to vector many viruses while colonizing potato plants (Srinivasan and Alvarez, <xref ref-type="bibr" rid="B76">2011</xref>). To correlate aphid performance with the emitted VOC profiles, volatile entrainment was conducted and the collected VOCs under various treatments were analyzed. The outcomes of our study could provide further insights into the potential of using priming agents of plant defense as a new ecologically-benign strategy for deployment in combination with current integrated pest management (IPM) tactics against aphids.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and Methods</title>
<sec>
<title>Plants and Insects</title>
<p>Potato plants, <italic>Solanum tuberosum</italic> cv. <italic>D&#x000E9;sir&#x000E9;e</italic>, were grown in a glasshouse at 25 &#x000B1; 2&#x000B0;C under a 16L: 8D h photoperiod. In all experiments, potato plants with 30&#x02013;45 cm height (nearly 3-week-old) were used. For the insect model, we used the potato aphid (<italic>Macrosiphum euphorbiae</italic>), which was collected from the field at Rothamsted Research (51.8093&#x000B0; N, 0.3548&#x000B0; W). Afterwards, colonies were maintained from parthenogenetic individuals on the above-mentioned potato variety in a controlled environment room (20 &#x000B1; 1&#x000B0;C, 60 &#x000B1; 10% RH, 16L: 8D h photoperiod), which ensured continuous asexual reproduction. Growth assay and volatiles entrainment experiments were carried out using apterae (wingless) adults.</p>
</sec>
<sec>
<title><italic>cis</italic>-Jasmone Application and Plant Treatments</title>
<p>Plants were treated with an aqueous emulsion of <italic>cis</italic>-jasmone (CJ; 90%; Avocado, Lancaster, UK) as described in Sobhy et al. (<xref ref-type="bibr" rid="B75">2017</xref>) using a hydraulic nozzle (Brown 015-F110) mounted on a variable speed spray track at 1 ms<sup>&#x02212;1</sup>. Plants were randomly allocated to one of the following treatments: (a) untreated plants (Control); (b) surfactant formulation (SUR): non-ionic surfactant Ethylan BV (100 &#x003BC;l) in deionized water (100 ml); and (c) CJ formulation (CJ): CJ (25 &#x003BC;l) and Ethylan BV (100 &#x003BC;l) in deionized water (100 ml). Ethylan BV is often used in this formulation to emulsify CJ in water and to lower the interfacial tension between the spray and the plant&#x00027;s epidermis to increase CJ uptake (Hazen, <xref ref-type="bibr" rid="B41">2000</xref>). Given its ability to penetrate minute cavities such as stomata (Wood et al., <xref ref-type="bibr" rid="B85">1997</xref>), it is highly possible that this surfactant can affect stomatal conductance and therefore may cause a change in the volatile emission. To rule out surfactant effects, a SUR treatment was also included in our study as a positive control. Prior to experiments, plants were kept for 24 h in separate glasshouse compartments to minimize unwanted induction of plant defense or &#x0201C;priming&#x0201D; effects by plant&#x02013;plant volatile interactions between treatments. Plants were thereafter moved, with particular care to avoid any damage, from the glasshouse to laboratory where the experiments took place.</p>
</sec>
<sec>
<title>Aphid Growth Rate and Performance</title>
<p>The performance of <italic>M. euphorbiae</italic> on Control, SUR and CJ potato plants was assessed. Previous studies have shown that most of the inducible changes occur after 48 h following CJ treatment (Dewhirst et al., <xref ref-type="bibr" rid="B26">2012</xref>; Sobhy et al., <xref ref-type="bibr" rid="B75">2017</xref>). Therefore, experiments were carried out 48 h after the plant treatment. Six alate <italic>M. euphorbiae</italic> were placed in one clip cage (5 cm diameter, <italic>N</italic> &#x0003D; 10), which were attached to the lower surface of potato leaves and left overnight for nymphs viviparity as shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. Subsequently, adults were removed from the clip cages the following morning and neonate nymphs were then collected and weighed together in batches of five in Eppendorf tubes (1.5 mL) on a microbalance (Cahn C33; Scientific and Medical Products Ltd, Manchester, UK), and the average birth weight was calculated. Nymphs were transferred back to fresh potato plants of the same treatment on which they started and then confined to clip cages and their survival and reproduction were monitored over 7 days (<xref ref-type="fig" rid="F1">Figure 1</xref>). The plants were kept in a controlled environment room (25&#x000B0;C, 40% RH, 16L: 8D h photoperiod) with supplementary overhead lighting. After one week, survived aphid individuals were reweighed, and the mean relative growth rate (MRGR) of aphid was calculated (Bruce et al., <xref ref-type="bibr" rid="B13">2003</xref>; Dewhirst et al., <xref ref-type="bibr" rid="B26">2012</xref>), which indicates the growth per unit weight per unit time.</p>
<disp-formula id="E1"><mml:math id="M1"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mtext>MRGR</mml:mtext><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mo class="qopname">ln</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>7</mml:mn><mml:mtext>day&#x000A0;weight</mml:mtext></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>-</mml:mo><mml:mo class="qopname">ln</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mtext>birth&#x000A0;weight</mml:mtext></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>7</mml:mn></mml:mrow></mml:mfrac></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Schematic representation shows the experimental procedure of <italic>Macrosiphum euphorbiae</italic> performance on potato plants which were allocated randomly to one of the following treatments: (i) Control &#x0003D; untreated plants, (ii) CJ &#x0003D; <italic>cis</italic>-jasmone-treated plants, and (iii) SUR &#x0003D; surfactant-treated plants. Plants were sprayed and kept separately. <bold>(A)</bold> Aphid performance assay was carried out 48 after plant treatment. <bold>(B)</bold> Volatile collection from potato plants was carried out 24 after plant treatment for 5 days in 24 h period. (&#x0002A;) refers to the volatile organic compound (VOC) collection periods that were used in this study. Yellow bar indicates when plants were induced with CJ, whereas green bar indicates when plants were fully primed. The used compound leaves for both experiments were identical in their height and position on the stem of potato plants.</p></caption>
<graphic xlink:href="fevo-07-00499-g0001.tif"/>
</fig>
<p>To further study the intrinsic rate of population increase (<italic>r</italic><sub><italic>m</italic></sub>), these obtained nymphs were then allowed to grow on fresh potato plants of the same treatment, which had been treated 48 h earlier. The time taken to reach adulthood and produce their first nymph was recorded, after which the number of neonate nymphs produced per day was noted. To prevent overcrowding, the nymphs were removed soon after recording. The <italic>r</italic><sub><italic>m</italic></sub> value was calculated using the time taken from birth to produce the first nymph (D) and the number of nymphs produced over a period equivalent to time D (FD) starting at the production of the first nymph. We used in the calculations a constant obtained from the mean pre-reproductive times for numerous aphid species (Wyatt and White, <xref ref-type="bibr" rid="B87">1977</xref>), using the following equation:</p>
<disp-formula id="E2"><mml:math id="M2"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mi>r</mml:mi><mml:mi>m</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>.</mml:mo><mml:mn>74</mml:mn><mml:mfrac><mml:mrow><mml:mo class="qopname">ln</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>F</mml:mi><mml:mi>D</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mi>D</mml:mi></mml:mrow></mml:mfrac></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>Data were recorded in the form of number of reproduced nymphs, number of survived nymphs, weights of aphids at birth and after 7 days, the time taken from birth to produce the first nymph and the number of nymphs produced.</p>
</sec>
<sec>
<title>Volatile Organic Compound (VOC) Collection</title>
<p>Dynamic headspace collection was carried out following standard procedures as described in Sobhy et al. (<xref ref-type="bibr" rid="B75">2017</xref>). For VOC collection, as shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, a compound leaf with 5&#x02013;7 leaflets from a potato plant was enclosed in a glass vessel (22 cm high &#x000D7; 10 cm internal diameter). It should be noted that we used here identical compound leaves of potato plants to those used earlier in the aphid performance assay in terms of both height and position on potato stem. The bottom of the used glass vessel, which has two ports at the top (one for inlet of air and the other for outlet), was open. To seal such vessels, the bottom was &#x0201C;closed&#x0201D; without pressure around the plant stem using two semicircular aluminum plates with a hole in the center to accommodate the stem, which was wrapped with PTFE tape (Gibbs and Dandy, Luton, UK) at the connection point. To ensure no damage has occurred to plants, plates were clipped to the glass vessel base without constricting the plant. Air, purified by passing through an activated charcoal filter (BDH, 10&#x02013;14 mesh, 50 g), was pushed into the vessel through the inlet port at 700 ml min<sup>&#x02212;1</sup> (flow rate controlled by needle valve and measured by a flow meter). Air was pulled out at 500 ml min<sup>&#x02212;1</sup> through Porapak Q 50/80 (50 mg, Supelco, Bellefonte, PA, USA) held by two plugs of silanised glass wool in a 5-mm diameter glass tube (Alltech Associates, Carnforth, Lancashire, UK). All connections were made with polytetrafluoroethylene (PTFE) tubing (Alltech Associates) with brass ferrules and fittings (North London Valve, London, UK) and sealed with PTFE tape. Upon each experiment, glassware, metal plates and other equipment were washed with Teepol detergent (Teepol, Kent, UK) in an aqueous solution, acetone and distilled water, and then baked overnight at 180&#x000B0;C. Porapak Q filters were conditioned before use by washing with redistilled diethyl ether (4 ml) and heated to 132&#x000B0;C under a stream of purified nitrogen and kept for 2 h. Diethyl ether was purchased from Sigma Aldrich and was distilled prior to use.</p>
<p>VOC extracts required for GC&#x02013;MS analyses were collected over 5 days in 24 h periods (<italic>n</italic> &#x0003D; 3) (Hegde et al., <xref ref-type="bibr" rid="B43">2012</xref>; Sobhy et al., <xref ref-type="bibr" rid="B75">2017</xref>). Although the trapped VOCs in Porapak Q tubes were eluted after each collection period with freshly redistilled diethyl ether (750 &#x003BC;L), we analyzed here only the ones that were collected at 0&#x02013;24, 48&#x02013;72, and 96&#x02013;120 h to be thus consonant with the growth assay. The samples were concentrated under a stream of nitrogen to &#x0007E;50 &#x003BC;L and stored in small vials (Supelco, Amber Vial, 7 mL with solid cap w/PTFE liner) at &#x02212;20&#x000B0;C until required for analysis.</p>
</sec>
<sec>
<title>Chemical Analysis</title>
<p>VOC extracts were analyzed by high-resolution gas chromatography (GC) using an Agilent 6890 GC equipped with a cool on-column injector, flame ionization detector (FID) and a nonpolar HP-bonded phase fused silica capillary column (50 m &#x000D7; 0.32 mm inner diameter, film thickness 0.5 &#x003BC;m; J &#x00026; W Scientific). The GC oven temperature was maintained at 30&#x000B0;C for 1 min after sample injection and then raised by 5&#x000B0;C min<sup>&#x02212;1</sup> to 150&#x000B0;C, thereafter by 10&#x000B0;C min<sup>&#x02212;1</sup> to 230&#x000B0;C. The carrier gas was hydrogen. 4 &#x003BC;l of each eluted sample were manually injected into the injector port of the GC instrument.</p>
<p>Coupled gas chromatography&#x02013;mass spectrometry (GC&#x02013;MS) analysis of VOCs from treated potato plants was performed using a non-polar column (HP-1, 50 m &#x000D7; 0.32 mm inner diameter, film thickness 0.5 &#x003BC;m), attached to a cool on&#x02013;column injector, which was directly coupled to a magnetic sector mass spectrometer (Autospec Ultima, Fisons Instruments, Manchester, UK). Ionization was by electron impact at 70 eV, 250&#x000B0;C (source temperature). Helium was the carrier gas. The GC oven temperature was maintained at 30&#x000B0;C for 5 min, and then programmed at 5&#x000B0;C min<sup>&#x02212;1</sup> to 250&#x000B0;C.</p>
<p>Tentative identifications were made by comparison of spectra with mass spectral databases (NIST, <xref ref-type="bibr" rid="B57">2011</xref>). Peak enhancement by co-injection with authentic standards confirmed tentative identifications (Pickett, <xref ref-type="bibr" rid="B61">1990</xref>). Excluding (<italic>E</italic>)-&#x003B2;-farnesene, (<italic>E</italic>)-4,8-dimethyl-1,3,7-nonatriene (DMNT), and (<italic>E,E</italic>)-4,8,12-trimethyl-1,3,7,11-tridecatetraene (TMTT) that were synthesized as described in Sobhy et al. (<xref ref-type="bibr" rid="B75">2017</xref>), chemicals (&#x0003E;95% pure) were obtained from Sigma-Aldrich&#x000AE; (Gillingham, Kent, UK) and Botanix Ltd&#x000AE; (Paddock Wood, Kent, UK). An external standard (100 ng/&#x003BC;l non-anal) method was used to quantify the amount of identified chemical components present in the air entrainment samples. The amounts of compounds present in VOC extracts were determined in accordance with the weight of sampled plant material, and the duration of entrainment period. Data were analyzed using HP Chemstation software.</p>
</sec>
<sec>
<title>Data Visualization and Statistics</title>
<p>Visualization together with hierarchical clustering of VOCs data was done using the comprehensive online tool suite MetaboAnalyst 4.0 (Chong et al., <xref ref-type="bibr" rid="B17">2018</xref>). Data matrix was first mean-centered, cube-root transformed prior to analysis. Average linkage hierarchical clustering based on Ward clustering algorithm of the Euclidean distance measure for the differentially emitted VOCs detected by ANOVA (Tukey&#x00027;s <italic>post-hoc</italic> tests, <italic>P</italic> &#x0003C; 0.05) was used to construct a heatmap. Additionally, principal component analysis (PCA) was used to visualize overall differences among VOC blends emitted from plants subjected to each treatment (i.e., Control, CJ, and SUR) at each collection point (i.e., 24, 72, and 120 h). In this analysis, we used two outputs from the data; a matrix of &#x0201C;scores&#x0201D; which provides the location of each compound along each principal component (PC) and a matrix of &#x0201C;loadings&#x0201D; which indicates the strength of correlation between individual VOCs and each PC.</p>
<p>We used multivariate analysis of variance (two-way MANOVA) to analyze the effects of treatment, sampling time, and their interaction on volatile emission, with the &#x0201C;treatment&#x0201D; and &#x0201C;time&#x0201D; as fixed factors and the volatile compounds as dependent variables (IBM SPSS Statistics version 22.0, Armonk, NY, USA). Given that these VOCs share common precursors and their variation patterns within groups of compounds can be attributed to variation in the quantity of their common precursor (Hare, <xref ref-type="bibr" rid="B40">2011</xref>), VOCs were grouped into alcohols, aldehydes, benzenoids, esters, homoterpene, ketones, monoterpenes, and sesquiterpenes based on their functional or biosynthetic characteristics. Groups containing two compounds (or more) were considered for two-way MANOVA. Subsequently, two-way MANOVA was followed by two-way ANOVA for the different VOC groups on the sum of all compounds under each to determine the effects of treatment, sampling time and their interaction, or by one-way ANOVA to only determine the effects of treatment only, followed by Tukey <italic>post-hoc</italic> comparisons (<italic>P</italic> &#x0003C; 0.05). Two-way ANOVA was also performed on individual compounds not included in MANOVA, and on total emitted volatiles (i.e., the sum of all VOCs).</p>
<p>For the aphid performance experiments, natural log (ln) transformed data for birth, 7 days and adult weights, the MRGR, <italic>D, FD</italic>, and <italic>r</italic><sub><italic>m</italic></sub> were compared by one-way ANOVA using SigmaPlot 12.3 (SPSS Inc., Chicago, IL, USA). A natural log (ln) transformation was needed in order to normalize the residuals of the weight data. Prior to analysis, data were examined for a Normal distribution using the Shapiro-Wilk test. Comparisons among means were performed using Tukey <italic>post-hoc</italic> test (<italic>P</italic> &#x0003C; 0.05).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Aphid Performance Bioassay</title>
<p>The growth rate parameters of <italic>M. euphorbiae</italic> were significantly affected by CJ treatment. Females of <italic>M. euphorbiae</italic> produced significantly less neonate nymphs on treated potato plants compared to control or SUR plants [<italic>F</italic><sub>(2, 27)</sub> &#x0003D; 27.94; <italic>P</italic> &#x0003D; &#x0003C;0.001; <xref ref-type="fig" rid="F2">Figure 2A</xref>]. In addition, the survival of <italic>M. euphorbiae</italic> nymphs significantly decreased on CJ-treated than on control plants [<italic>F</italic><sub>(2, 27)</sub> &#x0003D; 40.05; <italic>P</italic> &#x0003D; &#x0003C;0.001; <xref ref-type="fig" rid="F2">Figure 2B</xref>]. Further, the MRGR of <italic>M. euphorbiae</italic> nymphs that fed on CJ treated plants was significantly lower compared to those reared on either control or SUR plants [<italic>F</italic><sub>(2, 27)</sub> &#x0003D; 6.203; <italic>P</italic> &#x0003D; 0.006; <xref ref-type="fig" rid="F2">Figure 2C</xref>]. The mean intrinsic rate of population increase (<italic>r</italic><sub><italic>m</italic></sub>) of <italic>M. euphorbiae</italic> was significantly reduced on CJ-treated potato compared to control or SUR plants [<italic>F</italic><sub>(2, 27)</sub> &#x0003D; 6.716; <italic>P</italic> &#x0003D; 0.004; <xref ref-type="fig" rid="F2">Figure 2D</xref>].</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Performance of <italic>Macrosiphum euphorbiae</italic> on treated potato plants. Control &#x0003D; non-sprayed plants, CJ &#x0003D; <italic>cis</italic>-jasmone-sprayed plants and SUR &#x0003D; surfactant-sprayed plants. <bold>(A)</bold> Mean (&#x000B1;SE) no. of reproduced nymphs 24 h after infestation. <bold>(B)</bold> Mean (&#x000B1;SE) no. of survived nymphs after 7 days. <bold>(C)</bold> Mean relative growth rate (MRGR) of <italic>M. euphorbiae</italic> nymphs fed on sprayed potato plants for 7 days. <bold>(D)</bold> Intrinsic rate of population increase of <italic>M. euphorbiae</italic> nymphs fed on sprayed potato plants. Different letters indicate statistically significant differences (<italic>P</italic> &#x0003C; 0.05), based on Tukey&#x00027;s <italic>post-hoc</italic> test (<italic>F</italic>-test).</p></caption>
<graphic xlink:href="fevo-07-00499-g0002.tif"/>
</fig>
</sec>
<sec>
<title>Volatile Emissions</title>
<p>GC-MS Analysis of headspace collections from potato plants revealed the presence of 22 detectable VOCs following eight various classes based on their functional or biosynthetic characteristics (i.e., alcohols, aldehydes, benzenoids, esters, homoterpenes, ketones, monoterpenes, and sesquiterpenes). Overall, two-way MANOVA revealed that the emission of these VOC classes from potato plants was affected significantly by treatments, sampling time, and their interaction (<xref ref-type="table" rid="T1">Table 1</xref>). In addition, most volatile individuals under the above-mentioned VOC groups were significantly affected by potato treatment with CJ, particularly during 48&#x02013;72 and 96&#x02013;120 h after volatile collection was initiated (<xref ref-type="table" rid="T2">Table 2</xref>). More specifically, the total amount of emitted VOCs was significantly higher from CJ-treated plants compared to the control or SUR plants [0&#x02013;24 h: <italic>F</italic><sub>(2, 6)</sub> &#x0003D; 165.93, <italic>P</italic> &#x0003C; 0.001; 48&#x02013;72 h: <italic>F</italic><sub>(2, 6)</sub> &#x0003D; 154,07, <italic>P</italic> &#x0003C; 0.001; 96&#x02013;120 h: <italic>F</italic><sub>(2, 6)</sub> &#x0003D; 232.89, <italic>P</italic> &#x0003C; 0.001], particularly due to the high emission of several VOCs from CJ-treated plants at the three collection points (i.e., 0&#x02013;24, 48&#x02013;72, 96&#x02013;120 h), including methyl salicylate (MeSA), indole, DMNT, TMTT, CJ, MHO, and (<italic>E</italic>)-&#x003B2;-farnesene (<xref ref-type="table" rid="T2">Table 2</xref>). VOCs that were significantly increased but for which identifications remained tentative included (<italic>Z</italic>)-3-hexen-1-ol, a longifolene isomer, (<italic>E</italic>)-(1<italic>R</italic>,9<italic>S</italic>)-caryophyllene, and a germacrene D isomer (<xref ref-type="table" rid="T2">Table 2</xref>). Similarly, two-way ANOVA revealed that the emission of all assigned VOC groups, the individual compounds [i.e., (<italic>Z</italic>)-3-hexen-1-ol and (<italic>Z</italic>)-3-hexen-1-yl butyrate] and total emitted VOCs were significantly affected by both factors (i.e., treatments and sampling time) and their interactions with one exception for (<italic>Z</italic>)-3-hexen-1-yl butyrate (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Results of Two-way MANOVA for the effects of plant treatment, VOCs sampling time, and their interaction on potato volatile emission.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Chemical class</bold></th>
<th valign="top" align="center" colspan="4"><bold>Treatment</bold><xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref></th>
<th valign="top" align="center" colspan="4"><bold>Time</bold><xref ref-type="table-fn" rid="TN2"><sup>b</sup></xref></th>
<th valign="top" align="center" colspan="4"><bold>Treatment &#x000D7; Time</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold>Pillai&#x00027;s trace</bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold><italic>F</italic></bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold><italic>df</italic></bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold><italic>P</italic></bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold>Pillai&#x00027;s trace</bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold><italic>F</italic></bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold><italic>df</italic></bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold><italic>P</italic></bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold>Pillai&#x00027;s trace</bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold><italic>F</italic></bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold><italic>df</italic></bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold><italic>P</italic></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Aldehydes</td>
<td valign="top" align="center">1.253</td>
<td valign="top" align="center">9.51</td>
<td valign="top" align="center">6, 34</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">1.761</td>
<td valign="top" align="center">41.69</td>
<td valign="top" align="center">6, 34</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">1.777</td>
<td valign="top" align="center">6.53</td>
<td valign="top" align="center">12, 54</td>
<td valign="top" align="center">&#x0003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Benzenoids</td>
<td valign="top" align="center">1.054</td>
<td valign="top" align="center">6.31</td>
<td valign="top" align="center">6, 34</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">1.468</td>
<td valign="top" align="center">15.62</td>
<td valign="top" align="center">6, 34</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">2.103</td>
<td valign="top" align="center">10.54</td>
<td valign="top" align="center">12, 54</td>
<td valign="top" align="center">&#x0003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Homoterpenes</td>
<td valign="top" align="center">0.952</td>
<td valign="top" align="center">8.18</td>
<td valign="top" align="center">4, 36</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">1.608</td>
<td valign="top" align="center">36.92</td>
<td valign="top" align="center">4, 36</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">1.463</td>
<td valign="top" align="center">12.25</td>
<td valign="top" align="center">8, 36</td>
<td valign="top" align="center">&#x0003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Ketones</td>
<td valign="top" align="center">0.969</td>
<td valign="top" align="center">8.45</td>
<td valign="top" align="center">4, 36</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">1.458</td>
<td valign="top" align="center">24.18</td>
<td valign="top" align="center">4, 36</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">1.091</td>
<td valign="top" align="center">5.41</td>
<td valign="top" align="center">8, 36</td>
<td valign="top" align="center">&#x0003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Monoterpenes</td>
<td valign="top" align="center">0.834</td>
<td valign="top" align="center">6.44</td>
<td valign="top" align="center">4, 36</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">1.241</td>
<td valign="top" align="center">14.72</td>
<td valign="top" align="center">4, 36</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">0.707</td>
<td valign="top" align="center">2.46</td>
<td valign="top" align="center">8, 36</td>
<td valign="top" align="center">0.031</td>
</tr>
<tr>
<td valign="top" align="left">Sesquiterpenes</td>
<td valign="top" align="center">1.788</td>
<td valign="top" align="center">12.65</td>
<td valign="top" align="center">16, 24</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">1.814</td>
<td valign="top" align="center">14.66</td>
<td valign="top" align="center">16, 24</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">2.271</td>
<td valign="top" align="center">3.73</td>
<td valign="top" align="center">32, 56</td>
<td valign="top" align="center">&#x0003C;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN1">
<label>a</label>
<p><italic>Treatment: Control plants, CJ plants, and SUR plants</italic>.</p></fn>
<fn id="TN2">
<label>b</label>
<p><italic>Time: VOCs sampling at 24, 72, and 120 h</italic>.</p>
<p><italic>The full list of individual volatiles is found in <xref ref-type="table" rid="T2">Table 2</xref></italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Emission (ng &#x000B1; SE) of volatiles released by <italic>cis</italic>-jasmone treated (CJ), surfactant-treated (SUR), and non-treated (Intact) potato plants over 24, 72, and 120 h air entrainment<xref ref-type="table-fn" rid="TN2"><sup>1</sup></xref>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Plant volatile</bold></th>
<th valign="top" align="center" colspan="4"><bold>VOCs collected during 0&#x02013;24 h air entrainment</bold></th>
<th valign="top" align="center" colspan="4"><bold>VOCs collected during 48&#x02013;72 h air entrainment</bold></th>
<th valign="top" align="center" colspan="4"><bold>VOCs collected during 96&#x02013;120 h air entrainment</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold>Control</bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold>CJ</bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold>SUR</bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold><italic>P</italic>-value</bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold>Control</bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold>CJ</bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold>SUR</bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold><italic>P</italic>-value</bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold>Control</bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold>CJ</bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold>SUR</bold></th>
<th valign="top" align="center" style="border-top: thin solid #000000;"><bold><italic>P</italic>-value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="13"><bold>ALCOHOLS</bold></td>
</tr>
<tr style="background-color:#bbbdc0">
<td valign="top" align="left">(<italic>Z</italic>)-3-Hexen-1-ol<xref ref-type="table-fn" rid="TN5"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">ND<sup>b</sup></td>
<td valign="top" align="center">7.4 &#x000B1; 0.8<sup>a</sup></td>
<td valign="top" align="center">0.6 &#x000B1; 0.2<sup>b</sup></td>
<td valign="top" align="center">&#x0003C;<bold>0.001</bold></td>
<td valign="top" align="center">1.7 &#x000B1; 0.3<sup>b</sup></td>
<td valign="top" align="center">34.1 &#x000B1; 10.2<sup>a</sup></td>
<td valign="top" align="center">4.8 &#x000B1; 0.7<sup>b</sup></td>
<td valign="top" align="center"><bold>0.035</bold></td>
<td valign="top" align="center">0.4 &#x000B1; 0.1<sup>b</sup></td>
<td valign="top" align="center">7.1 &#x000B1; 0.2<sup>a</sup></td>
<td valign="top" align="center">1.3 &#x000B1; 0.3<sup>b</sup></td>
<td valign="top" align="center">&#x0003C;<bold>0.001</bold></td>
</tr>
<tr>
<td valign="top" align="left" colspan="13"><bold>ALDEHYDES</bold></td>
</tr>
<tr>
<td valign="top" align="left">(<italic>E</italic>)-2-hexenal</td>
<td valign="top" align="center">5.1 &#x000B1; 0.9</td>
<td valign="top" align="center">9.8 &#x000B1; 1.5</td>
<td valign="top" align="center">4.9 &#x000B1; 0.5</td>
<td valign="top" align="center">0.060</td>
<td valign="top" align="center">13.6 &#x000B1; 0.4<sup>b</sup></td>
<td valign="top" align="center">95.9 &#x000B1; 3.5<sup>a</sup></td>
<td valign="top" align="center">17.7 &#x000B1; 3.2<sup>b</sup></td>
<td valign="top" align="center"><bold> &#x0003C;0.001</bold></td>
<td valign="top" align="center">3.1 &#x000B1; 0.2<sup>b</sup></td>
<td valign="top" align="center">46.8 &#x000B1; 4.1<sup>a</sup></td>
<td valign="top" align="center">5.2 &#x000B1; 0.4<sup>b</sup></td>
<td valign="top" align="center"><bold> &#x0003C;0.001</bold></td>
</tr>
<tr>
<td valign="top" align="left">Nonanal</td>
<td valign="top" align="center">27.1 &#x000B1; 2.5</td>
<td valign="top" align="center">35.4 &#x000B1; 3.8</td>
<td valign="top" align="center">30.6 &#x000B1; 2.8</td>
<td valign="top" align="center">0.382</td>
<td valign="top" align="center">30.6 &#x000B1; 2.9</td>
<td valign="top" align="center">36.4 &#x000B1; 0.9</td>
<td valign="top" align="center">26.9 &#x000B1; 1.2</td>
<td valign="top" align="center">0.071</td>
<td valign="top" align="center">25.4 &#x000B1; 1.1</td>
<td valign="top" align="center">24.3 &#x000B1; 1.6</td>
<td valign="top" align="center">21.9 &#x000B1; 1.8</td>
<td valign="top" align="center">0.316</td>
</tr>
<tr>
<td valign="top" align="left">Decanal</td>
<td valign="top" align="center">77.5 &#x000B1; 4.9</td>
<td valign="top" align="center">84.1 &#x000B1; 3.2</td>
<td valign="top" align="center">81.7 &#x000B1; 4.1</td>
<td valign="top" align="center">0.673</td>
<td valign="top" align="center">57.7 &#x000B1; 5.9</td>
<td valign="top" align="center">79.6 &#x000B1; 6.5</td>
<td valign="top" align="center">54.8 &#x000B1; 2.1</td>
<td valign="top" align="center">0.064</td>
<td valign="top" align="center">17.6 &#x000B1; 0.3<sup>b</sup></td>
<td valign="top" align="center">81.7 &#x000B1; 4.1<sup>a</sup></td>
<td valign="top" align="center">23.8 &#x000B1; 1.2<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
</tr>
<tr>
<td valign="top" align="left" colspan="13"><bold>BENZENOIDS</bold></td>
</tr>
<tr>
<td valign="top" align="left">MeBA</td>
<td valign="top" align="center">ND</td>
<td valign="top" align="center">5.3 &#x000B1; 0.4</td>
<td valign="top" align="center">ND</td>
<td valign="top" align="center">0.071</td>
<td valign="top" align="center">ND<sup>c</sup></td>
<td valign="top" align="center">17.6 &#x000B1; 3.8<sup>a</sup></td>
<td valign="top" align="center">8.4 &#x000B1; 0.7<sup>b</sup></td>
<td valign="top" align="center"><bold>0.011</bold></td>
<td valign="top" align="center">2.8 &#x000B1; 0.4<sup>b</sup></td>
<td valign="top" align="center">11.5 &#x000B1; 0.7<sup>a</sup></td>
<td valign="top" align="center">2.3 &#x000B1; 0.3<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
</tr>
<tr style="background-color:#bbbdc0">
<td valign="top" align="left">MeSA</td>
<td valign="top" align="center">ND<sup>b</sup></td>
<td valign="top" align="center">6.2 &#x000B1; 0.9<sup>a</sup></td>
<td valign="top" align="center">2.3 &#x000B1; 0.3<sup>b</sup></td>
<td valign="top" align="center"><bold>0.001</bold></td>
<td valign="top" align="center">0.9 &#x000B1; 0.1<sup>b</sup></td>
<td valign="top" align="center">18.9 &#x000B1; 0.9<sup>a</sup></td>
<td valign="top" align="center">2.5 &#x000B1; 0.5<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
<td valign="top" align="center">1.8 &#x000B1; 0.2<sup>b</sup></td>
<td valign="top" align="center">7.3 &#x000B1; 0.4<sup>a</sup></td>
<td valign="top" align="center">1.7 &#x000B1; 0.1<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
</tr>
<tr style="background-color:#bbbdc0">
<td valign="top" align="left">Indole</td>
<td valign="top" align="center">ND<sup>b</sup></td>
<td valign="top" align="center">87.2 &#x000B1; 6.3<sup>a</sup></td>
<td valign="top" align="center">7.9 &#x000B1; 1.4<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
<td valign="top" align="center">18.7 &#x000B1; 3.2<sup>b</sup></td>
<td valign="top" align="center">93.3 &#x000B1; 8.2<sup>a</sup></td>
<td valign="top" align="center">36.4 &#x000B1; 2.5<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
<td valign="top" align="center">23.9 &#x000B1; 0.9<sup>b</sup></td>
<td valign="top" align="center">37.1 &#x000B1; 1.7<sup>a</sup></td>
<td valign="top" align="center">20.7 &#x000B1; 1.5<sup>b</sup></td>
<td valign="top" align="center"><bold>0.001</bold></td>
</tr>
<tr>
<td valign="top" align="left" colspan="13"><bold>ESTERS</bold></td>
</tr>
<tr>
<td valign="top" align="left">(<italic>Z</italic>)-3-hexen-1-yl butyrate</td>
<td valign="top" align="center">1.1 &#x000B1; 0.1<sup>b</sup></td>
<td valign="top" align="center">6.1 &#x000B1; 0.6<sup>a</sup></td>
<td valign="top" align="center">1.1 &#x000B1; 0.3<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
<td valign="top" align="center">1.8 &#x000B1; 0.3<sup>b</sup></td>
<td valign="top" align="center">7.6 &#x000B1; 0.6<sup>a</sup></td>
<td valign="top" align="center">5.2 &#x000B1; 0.7<sup>b</sup></td>
<td valign="top" align="center"><bold>0.003</bold></td>
<td valign="top" align="center">2.9 &#x000B1; 0.3</td>
<td valign="top" align="center">6.3 &#x000B1; 0.9</td>
<td valign="top" align="center">3.4 &#x000B1; 0.6</td>
<td valign="top" align="center">0.053</td>
</tr>
<tr>
<td valign="top" align="left" colspan="13"><bold>HOMOTERPENES</bold></td>
</tr>
<tr style="background-color:#bbbdc0">
<td valign="top" align="left">DMNT<xref ref-type="table-fn" rid="TN4"><sup>&#x00023;</sup></xref></td>
<td valign="top" align="center">2.6 &#x000B1; 0.5<sup>b</sup></td>
<td valign="top" align="center">8.6 &#x000B1; 1.1<sup>a</sup></td>
<td valign="top" align="center">1.9 &#x000B1; 0.4<sup>b</sup></td>
<td valign="top" align="center"><bold>0.003</bold></td>
<td valign="top" align="center">15.4 &#x000B1; 1.4<sup>b</sup></td>
<td valign="top" align="center">240.9 &#x000B1; 38.3<sup>a</sup></td>
<td valign="top" align="center">17.0 &#x000B1; 0.9<sup>b</sup></td>
<td valign="top" align="center"><bold>0.002</bold></td>
<td valign="top" align="center">8.7 &#x000B1; 5.2<sup>b</sup></td>
<td valign="top" align="center">48.8 &#x000B1; 1.5<sup>a</sup></td>
<td valign="top" align="center">2.9 &#x000B1; 0.3<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
</tr>
<tr style="background-color:#bbbdc0">
<td valign="top" align="left">TMTT<xref ref-type="table-fn" rid="TN4"><sup>&#x00023;</sup></xref></td>
<td valign="top" align="center">1.1 &#x000B1; 0.6<sup>b</sup></td>
<td valign="top" align="center">35.7 &#x000B1; 4.1<sup>a</sup></td>
<td valign="top" align="center">4.4 &#x000B1; 0.4<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
<td valign="top" align="center">17.9 &#x000B1; 2.4<sup>a</sup></td>
<td valign="top" align="center">64.6 &#x000B1; 6.2<sup>a</sup></td>
<td valign="top" align="center">15.2 &#x000B1; 0.6<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
<td valign="top" align="center">19.9 &#x000B1; 1.5<sup>b</sup></td>
<td valign="top" align="center">86.1 &#x000B1; 4.7<sup>a</sup></td>
<td valign="top" align="center">17.9 &#x000B1; 0.9<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
</tr>
<tr>
<td valign="top" align="left" colspan="13"><bold>KETONES</bold></td>
</tr>
<tr style="background-color:#bbbdc0">
<td valign="top" align="left"><italic>cis</italic>-jasmone</td>
<td valign="top" align="center">0.8 &#x000B1; 0.2<sup>b</sup></td>
<td valign="top" align="center">7.6 &#x000B1; 0.8<sup>a</sup></td>
<td valign="top" align="center">0.1 &#x000B1; 0.1<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
<td valign="top" align="center">1.7 &#x000B1; 0.2<sup>b</sup></td>
<td valign="top" align="center">32.4 &#x000B1; 3.2<sup>a</sup></td>
<td valign="top" align="center">2.2 &#x000B1; 0.2<sup>b</sup></td>
<td valign="top" align="center"><bold>0.011</bold></td>
<td valign="top" align="center">3.7 &#x000B1; 0.3<sup>b</sup></td>
<td valign="top" align="center">17.1 &#x000B1; 0.4<sup>a</sup></td>
<td valign="top" align="center">4.3 &#x000B1; 0.7<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
</tr>
<tr style="background-color:#bbbdc0">
<td valign="top" align="left">MHO<xref ref-type="table-fn" rid="TN4"><sup>&#x00023;</sup></xref></td>
<td valign="top" align="center">15.6 &#x000B1; 1.7<sup>b</sup></td>
<td valign="top" align="center">35.0 &#x000B1; 4.5<sup>a</sup></td>
<td valign="top" align="center">14.9 &#x000B1; 1.5<sup>b</sup></td>
<td valign="top" align="center"><bold>0.011</bold></td>
<td valign="top" align="center">23.2 &#x000B1; 3.1<sup>b</sup></td>
<td valign="top" align="center">61.7 &#x000B1; 11.7<sup>a</sup></td>
<td valign="top" align="center">16.4 &#x000B1; 3.7<sup>b</sup></td>
<td valign="top" align="center"><bold>0.024</bold></td>
<td valign="top" align="center">1.2 &#x000B1; 0.1<sup>b</sup></td>
<td valign="top" align="center">7.9 &#x000B1; 0.9<sup>a</sup></td>
<td valign="top" align="center">3.4 &#x000B1; 0.7<sup>b</sup></td>
<td valign="top" align="center"><bold>0.003</bold></td>
</tr>
<tr>
<td valign="top" align="left" colspan="13"><bold>MONOTERPENES</bold></td>
</tr>
<tr>
<td valign="top" align="left">&#x003B1;-pinene</td>
<td valign="top" align="center">5.5 &#x000B1; 0.5</td>
<td valign="top" align="center">6.7 &#x000B1; 1.2</td>
<td valign="top" align="center">6.7 &#x000B1; 0.6</td>
<td valign="top" align="center">0.625</td>
<td valign="top" align="center">8.1 &#x000B1; 1.2</td>
<td valign="top" align="center">14.9 &#x000B1; 1.6</td>
<td valign="top" align="center">12.2 &#x000B1; 2.3</td>
<td valign="top" align="center">0.149</td>
<td valign="top" align="center">11.9 &#x000B1; 0.7</td>
<td valign="top" align="center">14.5 &#x000B1; 0.9</td>
<td valign="top" align="center">15.3 &#x000B1; 0.7</td>
<td valign="top" align="center">0.089</td>
</tr>
<tr>
<td valign="top" align="left">(<italic>E</italic>)-ocimene<xref ref-type="table-fn" rid="TN5"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">2.1 &#x000B1; 0.5</td>
<td valign="top" align="center">2.9 &#x000B1; 0.4</td>
<td valign="top" align="center">1.8 &#x000B1; 0.2</td>
<td valign="top" align="center">0.244</td>
<td valign="top" align="center">4.9 &#x000B1; 0.6<sup>b</sup></td>
<td valign="top" align="center">23.4 &#x000B1; 5.4<sup>a</sup></td>
<td valign="top" align="center">13.1 &#x000B1; 1.2<sup>b</sup></td>
<td valign="top" align="center"><bold>0.016</bold></td>
<td valign="top" align="center">1.2 &#x000B1; 0.1<sup>b</sup></td>
<td valign="top" align="center">13.6 &#x000B1; 1.8<sup>a</sup></td>
<td valign="top" align="center">0.8 &#x000B1; 0.1<sup>b</sup></td>
<td valign="top" align="center"><bold>0.004</bold></td>
</tr>
<tr>
<td valign="top" align="left" colspan="13"><bold>SESQUITERPENES</bold></td>
</tr>
<tr>
<td valign="top" align="left">&#x003B1;-copaene</td>
<td valign="top" align="center">7.7 &#x000B1; 3.2</td>
<td valign="top" align="center">14.6 &#x000B1; 0.9</td>
<td valign="top" align="center">9.4 &#x000B1; 0.8</td>
<td valign="top" align="center">0.181</td>
<td valign="top" align="center">12.1 &#x000B1; 1.9</td>
<td valign="top" align="center">16.0 &#x000B1; 0.9</td>
<td valign="top" align="center">12.0 &#x000B1; 0.9</td>
<td valign="top" align="center">0.232</td>
<td valign="top" align="center">5.7 &#x000B1; 0.4<sup>b</sup></td>
<td valign="top" align="center">16.7 &#x000B1; 0.8<sup>a</sup></td>
<td valign="top" align="center">4.3 &#x000B1; 0.5<sup>b</sup></td>
<td valign="top" align="center"><bold> &#x0003C;0.001</bold></td>
</tr>
<tr style="background-color:#bbbdc0">
<td valign="top" align="left">Longifolene isomer<xref ref-type="table-fn" rid="TN5"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">0.8 &#x000B1; 0.1<sup>b</sup></td>
<td valign="top" align="center">3.9 &#x000B1; 0.7<sup>a</sup></td>
<td valign="top" align="center">0.6 &#x000B1; 0.2<sup>b</sup></td>
<td valign="top" align="center"><bold>0.006</bold></td>
<td valign="top" align="center">3.1 &#x000B1; 0.6<sup>b</sup></td>
<td valign="top" align="center">38.9 &#x000B1; 7.3<sup>a</sup></td>
<td valign="top" align="center">5.9 &#x000B1; 0.9<sup>b</sup></td>
<td valign="top" align="center"><bold>0.004</bold></td>
<td valign="top" align="center">2.4 &#x000B1; 0.3<sup>b</sup></td>
<td valign="top" align="center">12.9 &#x000B1; 1.2<sup>a</sup></td>
<td valign="top" align="center">2.2 &#x000B1; 0.4<sup>b</sup></td>
<td valign="top" align="center"><bold> &#x0003C;0.001</bold></td>
</tr>
<tr>
<td valign="top" align="left">&#x003B1;-cedrene<xref ref-type="table-fn" rid="TN5"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">1.1 &#x000B1; 0.1</td>
<td valign="top" align="center">5.3 &#x000B1; 0.3</td>
<td valign="top" align="center">1.3 &#x000B1; 0.2</td>
<td valign="top" align="center">0.052</td>
<td valign="top" align="center">4.2 &#x000B1; 0.6</td>
<td valign="top" align="center">6.7 &#x000B1; 0.8</td>
<td valign="top" align="center">5.3 &#x000B1; 0.5</td>
<td valign="top" align="center">0.243</td>
<td valign="top" align="center">2.7 &#x000B1; 0.1</td>
<td valign="top" align="center">2.9 &#x000B1; 0.3</td>
<td valign="top" align="center">2.7 &#x000B1; 0.5</td>
<td valign="top" align="center">0.837</td>
</tr>
<tr style="background-color:#bbbdc0">
<td valign="top" align="left">(<italic>E</italic>)-(1<italic>R</italic>,9<italic>S</italic>)-caryophyllene<xref ref-type="table-fn" rid="TN5"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">3.8 &#x000B1; 0.4<sup>b</sup></td>
<td valign="top" align="center">9.5 &#x000B1; 0.5<sup>a</sup></td>
<td valign="top" align="center">3.2 &#x000B1; 0.5<sup>b</sup></td>
<td valign="top" align="center"><bold> &#x0003C;0.001</bold></td>
<td valign="top" align="center">4.7 &#x000B1; 0.4<sup>b</sup></td>
<td valign="top" align="center">11.6 &#x000B1; 0.5<sup>a</sup></td>
<td valign="top" align="center">10.3 &#x000B1; 0.9<sup>b</sup></td>
<td valign="top" align="center"><bold>0.003</bold></td>
<td valign="top" align="center">4.1 &#x000B1; 0.5<sup>b</sup></td>
<td valign="top" align="center">12.5 &#x000B1; 1.3<sup>a</sup></td>
<td valign="top" align="center">4.6 &#x000B1; 0.7<sup>b</sup></td>
<td valign="top" align="center"><bold>0.003</bold></td>
</tr>
<tr style="background-color:#bbbdc0">
<td valign="top" align="left">(<italic>E</italic>)-&#x003B2;-farnesene</td>
<td valign="top" align="center">6.4 &#x000B1; 0.5<sup>b</sup></td>
<td valign="top" align="center">12.3 &#x000B1; 0.5<sup>a</sup></td>
<td valign="top" align="center">6.4 &#x000B1; 0.6<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
<td valign="top" align="center">13.3 &#x000B1; 0.5<sup>b</sup></td>
<td valign="top" align="center">127.8 &#x000B1; 6.1<sup>a</sup></td>
<td valign="top" align="center">8.7 &#x000B1; 0.6<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
<td valign="top" align="center">4.8 &#x000B1; 0.2<sup>b</sup></td>
<td valign="top" align="center">15.5 &#x000B1; 0.9<sup>a</sup></td>
<td valign="top" align="center">3.5 &#x000B1; 0.6<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
</tr>
<tr>
<td valign="top" align="left">&#x003B1;-humulene<xref ref-type="table-fn" rid="TN5"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">1.2 &#x000B1; 0.3</td>
<td valign="top" align="center">3.7 &#x000B1; 1.1</td>
<td valign="top" align="center">1.6 &#x000B1; 0.2</td>
<td valign="top" align="center">0.132</td>
<td valign="top" align="center">1.6 &#x000B1; 0.2<sup>b</sup></td>
<td valign="top" align="center">20.7 &#x000B1; 3.9<sup>a</sup></td>
<td valign="top" align="center">2.8 &#x000B1; 0.3<sup>b</sup></td>
<td valign="top" align="center"><bold>0.005</bold></td>
<td valign="top" align="center">0.3 &#x000B1; 0.1<sup>b</sup></td>
<td valign="top" align="center">15.7 &#x000B1; 1.3<sup>a</sup></td>
<td valign="top" align="center">0.8 &#x000B1; 0.2<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
</tr>
<tr style="background-color:#bbbdc0">
<td valign="top" align="left">(<italic>R</italic>) or (<italic>S</italic>)-germacrene D<xref ref-type="table-fn" rid="TN5"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">2.9 &#x000B1; 0.4<sup>b</sup></td>
<td valign="top" align="center">10.9 &#x000B1; 0.9<sup>a</sup></td>
<td valign="top" align="center">4.2 &#x000B1; 4.2<sup>b</sup></td>
<td valign="top" align="center"><bold>&#x0003C;0.001</bold></td>
<td valign="top" align="center">6.3 &#x000B1; 0.8<sup>b</sup></td>
<td valign="top" align="center">24.4 &#x000B1; 4.9<sup>a</sup></td>
<td valign="top" align="center">8.3 &#x000B1; 0.4<sup>b</sup></td>
<td valign="top" align="center"><bold>0.020</bold></td>
<td valign="top" align="center">1.0 &#x000B1; 0.5<sup>b</sup></td>
<td valign="top" align="center">5.4 &#x000B1; 0.6<sup>a</sup></td>
<td valign="top" align="center">1.5 &#x000B1; 0.3<sup>b</sup></td>
<td valign="top" align="center"><bold>0.003</bold></td>
</tr>
<tr>
<td valign="top" align="left">Bisabolene isomer<xref ref-type="table-fn" rid="TN5"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">6.5 &#x000B1; 1.0</td>
<td valign="top" align="center">6.5 &#x000B1; 0.3</td>
<td valign="top" align="center">6.9 &#x000B1; 0.5</td>
<td valign="top" align="center">0.891</td>
<td valign="top" align="center">10.7 &#x000B1; 0.8</td>
<td valign="top" align="center">13.3 &#x000B1; 0.7</td>
<td valign="top" align="center">13.7 &#x000B1; 1.1</td>
<td valign="top" align="center">0.165</td>
<td valign="top" align="center">1.7 &#x000B1; 0.4<sup>b</sup></td>
<td valign="top" align="center">4.9 &#x000B1; 0.4<sup>a</sup></td>
<td valign="top" align="center">1.9 &#x000B1; 0.35<sup>b</sup></td>
<td valign="top" align="center"><bold>0.005</bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN3">
<label>1</label>
<p><italic>Plants were treated 24 h before the start of VOCs air entrainment (see <xref ref-type="fig" rid="F1">Figure 1</xref>). Under each chemical class, VOCs are ordered in accordance with their increasing retention time in a gas chromatograph. Different letters indicate significant differences between treatments (P&#x0003C;0.05). P-values in bold indicate significant difference</italic>.</p></fn>
<fn id="TN4">
<label>&#x00023;</label>
<p>[DMNT: (E)-4,8-dimethyl-1,3,7-nonatriene, MHO: 6-methyl-5-hepten-2-one, TMTT: (E,E)-4,8,12-trimethyl-1,3,7,11-tridecatetraene].</p></fn>
<fn id="TN5">
<label>&#x0002A;</label>
<p><italic>VOCs were tentatively identified with spectra and high-probability matches (&#x0003E;85%) according to NIST mass spectral database. The shaded rows represent the VOCs that significantly released in high amounts from CJ-primed plants at the three collection points</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The resulting heatmap showed differential magnitude of VOC emission between treatments with a greater increase from CJ-treated plants (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Hierarchical cluster of the volatile profiles emitted by potato plants that were treated with <italic>cis</italic>-jasmone (CJ) or surfactant (SUR) in comparison to untreated plants (Control). Cube root transformed values of biological replicates (<italic>n</italic> &#x0003D; 3) are represented as a heatmap according to the scale in which red corresponds to higher VOCs emission whereas green denotes lower VOCs emission. The heatmap was constructed using the average of three biological replicates in each collection point (i.e., 24, 72, and 120 h). The sample/VOC grouping is based on Ward clustering algorithm of the Euclidean distance measure for the differentially emitted VOCs detected by ANOVA (Tukey&#x00027;s <italic>post-hoc</italic> tests, <italic>P</italic> &#x0003C; 0.05). Quantitative data are shown in <xref ref-type="table" rid="T2">Table 2</xref>.</p></caption>
<graphic xlink:href="fevo-07-00499-g0003.tif"/>
</fig>
<p>Furthermore, principal component analysis (PCA) of the VOCs showed that the first two principal components accounted for around 47.8, 46.1, and 43.6% of the total variation between treatment groups at 0&#x02013;24, 48&#x02013;72, and 96&#x02013;120 h VOC collection points, respectively (<xref ref-type="fig" rid="F4">Figure 4</xref>). Hence, these two PCs illustrated most of the variation in the data of likely biological relevance. Overall, PCA revealed a clear separation in the obtained VOC profiles, which was mainly driven by <italic>cis</italic>-jasmone treatment. Specifically, the score plot visualized three neatly separated groups of control plants, SUR plants and CJ-primed plants at 0&#x02013;24, 48&#x02013;72, and 96&#x02013;120 h VOC collection points. The greatest loadings of PC1<sub>0&#x02013;24h</sub>, in descending order, were for TMTT (0.31), &#x003B1;-pinene (0.29), and DMNT (0.27), whereas the greatest loadings of PC2<sub>0&#x02013;24h</sub> were for longifolene isomer (0.31), bisabolene isomer (0.28), and <italic>cis</italic>-jasmone (0.25). In addition, the main loadings of PC1<sub>48&#x02013;72h</sub> were for &#x003B1;-copaene (0.37), bisabolene isomer (0.30), and MHO (0.23), whereas the main loadings of PC2<sub>48&#x02013;72h</sub> were for (<italic>E</italic>)-ocimene (0.42), <italic>cis</italic>-jasmone (0.39), and indole (0.27). Finally, the major loadings of PC1<sub>96&#x02013;120h</sub> were for MeBA (0.36), MHO (0.34), and &#x003B1;-humulene (0.31), whereas the major loadings of PC2<sub>48&#x02013;72h</sub> were for (<italic>Z</italic>)-3-hexen-1-ol (0.33), DMNT (0.32), and (<italic>E</italic>)-ocimene (0.31). This suggests that these VOCs are contributing to both PC1 and PC2 at each collection point and may subsequently impact aphid overall performance on potato. Interestingly, as shown in <xref ref-type="fig" rid="F4">Figure 4C</xref>, the vectors of several VOCs were more associated with CJ treatment, indicating enhanced VOC emissions from CJ-plants.</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Principal Component Analysis (PCA) of the volatile profiles produced from the different treated potato plants (i.e., Control, non-treated plants; CJ, <italic>cis</italic>-jasmone-treated plants; SUR, surfactant-treated plants). Score plot visualizes the location of each collected sample on each PC at 24 h <bold>(A)</bold>, 72 h <bold>(B)</bold>, and 120 h <bold>(C)</bold> with the percentage of explained variation in parentheses, whereas vectors (blue lines) visualize the loadings for each volatile compound. Vector numbers refer to the different volatile compounds measured, including (1) (<italic>Z</italic>)-3-hexen-1-ol, (2) (<italic>E</italic>)-2-hexenal, (3) &#x003B1;-pinene, (4) 6-methyl-5-hepten-2-one, (5) (<italic>E</italic>)-ocimene, (6) methyl benzoate (MeBA), (7) nonanal, (8) (<italic>E</italic>)-4,8-dimethyl-1,3,7-nonatriene (DMNT), (9) (<italic>Z</italic>)-3-hexen-1-yl butyrate, (10) methyl salicylate (MeSA), (11) decanal, (12) indole, (13) <italic>cis</italic>-jasmone (CJ), (14) &#x003B1;-copaene, (15) &#x003B1;-cedrene, (16) longifolene isomer, (17) (<italic>E</italic>)-(1<italic>R</italic>,9<italic>S</italic>)-caryophyllene, (18) &#x003B1;-humulene, (19) (<italic>E</italic>)-&#x003B2;-farnesene, (20) (<italic>R</italic>) or (<italic>S</italic>)-germacrene D, (21) bisabolene isomer, and (22) (<italic>E,E</italic>)-4,8,12-trimethyl-1,3,7,11-tridecatetraene (TMTT).</p></caption>
<graphic xlink:href="fevo-07-00499-g0004.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>The prospect of potentiating plant defense against insects by using priming agents that are naturally derived from plants has received recently substantial attention because of its potential for providing more environment-friendly agrochemicals for crop protection (Bruce et al., <xref ref-type="bibr" rid="B14">2017</xref>; Turlings and Erb, <xref ref-type="bibr" rid="B78">2018</xref>). Here, we demonstrate that potato pretreatment with the priming agent CJ reduces aphid reproduction, survival, intrinsic rate of population increase and overall performance. In addition, primed potato plants notably release elevated profiles of defense-related VOCs. Further, a significant negative correlation between elevated VOC profiles and aphid performance was detected when the plants were primed by CJ. This may in turn affect aphid settling on treated plants.</p>
<sec>
<title><italic>cis</italic>-Jasmone Negatively Impacts Aphid Performance</title>
<p>Growth assays revealed that adults of <italic>M. euphoribae</italic> produced fewer neonates on CJ plants compared to control ones. Similarly, the numbers of grain aphid (<italic>Sitobion avenae</italic> Fabricius) were reduced in plots of winter wheat treated with CJ (Birkett et al., <xref ref-type="bibr" rid="B4">2000</xref>; Bruce et al., <xref ref-type="bibr" rid="B13">2003</xref>). Using our study model, Brunissen et al. (<xref ref-type="bibr" rid="B15">2010</xref>) reported that potato treatment with MeJA, which is JA volatile derivative, reduced the fecundity of <italic>M. euphoribae</italic> and further prolonged its pre-reproductive period. Likewise, induced tomato plants drastically reduced the reproductive rate of <italic>M. euphorbiae</italic> (Guerrieri et al., <xref ref-type="bibr" rid="B38">2004</xref>).</p>
<p>The suppressed performance of aphids on CJ-primed plants has been reported on many different crop plants. For instance, cereal aphids were negatively affected by CJ treatment and fewer aphids were observed on CJ plants than on untreated ones (Bayram and Ton&#x0011F;a, <xref ref-type="bibr" rid="B2">2018</xref>). Furthermore, the developmental rate and MRGR, but not intrinsic rate, of the glasshouse potato aphid (<italic>Aulacorthum solani</italic> Kalt.) were significantly reduced on sweet pepper plants treated with CJ (Dewhirst et al., <xref ref-type="bibr" rid="B26">2012</xref>). Congruously, Bruce et al. (<xref ref-type="bibr" rid="B13">2003</xref>) reported a reduced intrinsic rate of population increase and fewer numbers of grain aphid on CJ-treated wheat. This negative influence of CJ application can be also extended to include the foraging activity of aphids (Paprocka et al., <xref ref-type="bibr" rid="B60">2018</xref>). Interestingly, more deleterious insects are negatively influenced by CJ application as such as thrips (Egger and Koschier, <xref ref-type="bibr" rid="B32">2014</xref>; Egger et al., <xref ref-type="bibr" rid="B33">2016</xref>) and stink bugs (da Gra&#x000E7;a et al., <xref ref-type="bibr" rid="B21">2016</xref>). Further, not only puncturing and/or sucking insects are adversely affected by CJ application, but also chewing lepidopteran pests such as the noctuid, <italic>Spodoptera exigua</italic> (H&#x000FC;bner), which laid fewer egg masses when reared on CJ-treated tomato plants (Disi et al., <xref ref-type="bibr" rid="B28">2017</xref>). Such broader negative impact on diverse herbivore species raises the question whether CJ may be a common defense-priming signal in nature.</p>
</sec>
<sec>
<title><italic>cis</italic>-Jasmone Elicits Elevated Volatile Profiles</title>
<p>VOC analysis disclosed a drastic increase in VOC emission from CJ primed plants which clearly illustrated by heatmap analysis. Most promising was our finding that such increased VOC emission was detected at the three collection points (i.e., 0&#x02013;24, 48&#x02013;72, and 96&#x02013;120 h), suggesting long-lasting induction for nearly a week following plant treatment with CJ.</p>
<p>(<italic>Z</italic>)-3-hexen-1-ol was significantly emitted in higher amounts from CJ plants. (Z)-3-Hexen-1-ol is a key VOC emitted from plants upon aphid herbivory (Webster et al., <xref ref-type="bibr" rid="B83">2008</xref>), as demonstrated by being electrophysiologically and behaviorally active to aphids (Webster et al., <xref ref-type="bibr" rid="B84">2010</xref>) and highly attractive to their natural enemies (Du et al., <xref ref-type="bibr" rid="B29">1998</xref>).</p>
<p>Benzenoid VOCs (i.e., MeSA and indole) were released in considerably higher amounts from CJ-primed plants at all VOC sampling points. Concordant with this, cotton priming with CJ induced the emission of several VOCs, including MeSA (Hegde et al., <xref ref-type="bibr" rid="B43">2012</xref>). For the latter benzenoid, previous work has shown an increased emission of indole from CJ-primed plants (Delaney et al., <xref ref-type="bibr" rid="B24">2013</xref>), which has been shown to be an electrophysiologically active VOC to <italic>M. euphorbiae</italic> (Sobhy et al., <xref ref-type="bibr" rid="B75">2017</xref>), suggesting its potential role in potato/aphid interactions.</p>
<p>Production of both homoterpenes, DMNT and TMTT, was robustly elicited upon plant treatment with CJ. Similarly, the release of TMTT and/or DMNT was substantially increased following bean (Birkett et al., <xref ref-type="bibr" rid="B4">2000</xref>), soybean (Moraes et al., <xref ref-type="bibr" rid="B54">2009</xref>), maize (Oluwafemi et al., <xref ref-type="bibr" rid="B59">2013</xref>), and potato (Sobhy et al., <xref ref-type="bibr" rid="B75">2017</xref>) treatment with CJ. Boosting the long-lasting induction of CJ treatment, induced release of DMNT and TMTT was observed in CJ-primed cotton over a period of 5 days (Hegde et al., <xref ref-type="bibr" rid="B43">2012</xref>). Interestingly, plant application with other priming agents such as BTH, laminarin (&#x003B2;-1,3 glucan) and JA also increased the emission of both homoterpenes (Smart et al., <xref ref-type="bibr" rid="B69">2013</xref>; Sobhy et al., <xref ref-type="bibr" rid="B73">2015a</xref>, <xref ref-type="bibr" rid="B70">2018</xref>).</p>
<p>CJ treated plants released higher amounts of the ketones MHO and CJ, which have been shown to possess biological activity against aphids (Sobhy et al., <xref ref-type="bibr" rid="B75">2017</xref>). In particular, a higher emission of MHO was reported from various crop plants treated with jasmonate related compounds, such as CJ (Pickett et al., <xref ref-type="bibr" rid="B62">2007a</xref>; Dewhirst et al., <xref ref-type="bibr" rid="B26">2012</xref>; Sobhy et al., <xref ref-type="bibr" rid="B75">2017</xref>) and MeJA (Yu et al., <xref ref-type="bibr" rid="B89">2018</xref>). It should be noted that CJ itself is a stress-related VOC that is emitted in elevated concentrations from plants treated with different priming agents (Sobhy et al., <xref ref-type="bibr" rid="B73">2015a</xref>, <xref ref-type="bibr" rid="B75">2017</xref>).</p>
<p>Of all detected sesquiterpenes, the emission of (<italic>E</italic>)-&#x003B2;-farnesene and the tentatively identified longifolene isomer, (<italic>E</italic>)-(1<italic>R</italic>,9<italic>S</italic>)-caryophyllene, and (<italic>R</italic>) or (<italic>S</italic>)-germacrene D was notably induced upon CJ treatment. Consistent with our results, Oluwafemi et al. (<xref ref-type="bibr" rid="B59">2013</xref>) found that primed maize released higher quantities of germacrene D when exposed to CJ. Moreover, it has been also shown that significant emission of germacrene D was released from plants induced by either JA (Obara et al., <xref ref-type="bibr" rid="B58">2002</xref>) or MeJA (Yu et al., <xref ref-type="bibr" rid="B89">2018</xref>). A growing body of evidence suggest that plant priming with CJ elicits the emission of (<italic>E</italic>)-(1<italic>R</italic>,9<italic>S</italic>)-caryophyllene and (<italic>E</italic>)-&#x003B2;-farnesene (Delaney et al., <xref ref-type="bibr" rid="B24">2013</xref>; Oluwafemi et al., <xref ref-type="bibr" rid="B59">2013</xref>). It should be noted that majority of the above-mentioned VOCs that were induced upon CJ priming are indeed key semiochemicals in plant/aphid interactions.</p>
</sec>
<sec>
<title>Associational Resistance of <italic>cis</italic>-Jasmone Primed Plants</title>
<p>One mechanistic interpretation for the reduced aphid performance observed on CJ-primed plants would be attributed to the higher emission of aphid defense-related HIPVs following CJ application. Aphids may therefore perceive such induced or altered HIPV profiles from CJ-primed plants as signals of a greater risk of competition from conspecifics or as a greater risk of predation from natural enemies (Bruce and Pickett, <xref ref-type="bibr" rid="B11">2011</xref>). Consistent with our findings, the coordinated defense responses expressed in primed plants, when exposed to contact-induced volatiles, reduced aphid settling, making these plants a less suitable host for aphids (Markovic et al., <xref ref-type="bibr" rid="B50">2019</xref>). Furthermore, exposing potato to VOCs from undamaged onion plants altered its volatile profile and this had a deterrent effect against host-seeking <italic>M. persicae</italic>, which was further confirmed in the field where migration of aphids into potato was significantly reduced by intercropping with onion (Ninkovic et al., <xref ref-type="bibr" rid="B55">2013</xref>). Similarly, lower MRGR of the bird cherry oat aphid (<italic>Rhopalosiphum padi</italic> L) was reported on barley plants exposed to the volatiles of the weed <italic>Chenopodium album</italic> (Ninkovic et al., <xref ref-type="bibr" rid="B56">2009</xref>). Remarkably, such reduced aphid performance on primed plants can be also obtained by exposing these aphid-infested plants to a single stress-related volatile. For instance, the fertility of <italic>M. euphoribae</italic> was significantly reduced when individuals fed on tomato plants exposed to MeSA (Digilio et al., <xref ref-type="bibr" rid="B27">2012</xref>). In addition, exposing Chinese cabbage to &#x003B2;-ocimene negatively influenced the feeding behavior of <italic>M. persicae</italic> (Kang et al., <xref ref-type="bibr" rid="B46">2018</xref>). Similarly, using <italic>M. euphoribae</italic>, significant lower numbers of newborn nymphs and lower number of settled individuals, with lower weight, were recorded on tomato plants when primed by &#x003B2;-ocimene (Cascone et al., <xref ref-type="bibr" rid="B16">2015</xref>). More recently, Maurya et al. (<xref ref-type="bibr" rid="B52">2019</xref>) reported a reduced fecundity of pea aphid on barrel medic plants upon their exposure to indole.</p>
<p>Multivariate analysis (PCA) of VOC data further indicated which volatiles may be involved in aphid reduced performance. In particular, TMTT, &#x003B1;-pinene, and DMNT had the greatest loadings for PC1, which separated the CJ from the Control and SUR treatments, from the 0&#x02013;24 h air entrainment. For both the 48&#x02013;72 and 96&#x02013;120 h air entrainment periods, PC2 separated the CJ from the Control and SUR treatments. (<italic>E</italic>)-ocimene, <italic>cis</italic>-jasmone and indole had the greatest loadings for PC2<sub>48&#x02013;72h</sub>, whereas (<italic>Z</italic>)-3-hexen-1-ol, DMNT, and (<italic>E</italic>)-ocimene had the greatest loadings for PC2<sub>96&#x02013;120h</sub> and thus were much likely dominating in the emitted VOC blends. This suggests that these volatiles correlate most strongly with aphid reduced performance. Indeed, these VOCs are key semiochemicals in aphid trophic interactions and are directly associated with aphid repellency and/or attraction of aphid natural enemies. Previous work has shown an increased emission of (<italic>Z</italic>)-3-hexen-1-ol (Sasso et al., <xref ref-type="bibr" rid="B66">2007</xref>; Webster et al., <xref ref-type="bibr" rid="B83">2008</xref>), &#x003B1;-pinene (Sasso et al., <xref ref-type="bibr" rid="B66">2007</xref>), (<italic>E</italic>)-&#x003B2;-ocimene (Sasso et al., <xref ref-type="bibr" rid="B66">2007</xref>; Staudt et al., <xref ref-type="bibr" rid="B77">2010</xref>), DMNT, and TMTT (Hegde et al., <xref ref-type="bibr" rid="B42">2011</xref>), CJ (Birkett et al., <xref ref-type="bibr" rid="B4">2000</xref>), and indole (Sobhy et al., <xref ref-type="bibr" rid="B75">2017</xref>) in response to aphid herbivory. It should be noted that these aphid-stress signals are significantly repellent to aphids (Bruce et al., <xref ref-type="bibr" rid="B10">2005</xref>; Beale et al., <xref ref-type="bibr" rid="B3">2006</xref>; Hegde et al., <xref ref-type="bibr" rid="B42">2011</xref>). Further, we have shown recently that alate <italic>M. euphorbiae</italic> showed electrophysiological activity to most of these VOCs that are emitted from CJ treated plants (Sobhy et al., <xref ref-type="bibr" rid="B75">2017</xref>). Alternatively, (Z)-3-hexen-1-ol (Du et al., <xref ref-type="bibr" rid="B29">1998</xref>; Sasso et al., <xref ref-type="bibr" rid="B67">2009</xref>), &#x003B1;-pinene (Corrado et al., <xref ref-type="bibr" rid="B20">2007</xref>), (<italic>E</italic>)-&#x003B2;-ocimene (Birkett et al., <xref ref-type="bibr" rid="B4">2000</xref>), DMNT and TMTT (Hegde et al., <xref ref-type="bibr" rid="B42">2011</xref>), CJ (Birkett et al., <xref ref-type="bibr" rid="B4">2000</xref>), and indole (Han and Chen, <xref ref-type="bibr" rid="B39">2002</xref>) have shown robust potential in attracting several natural enemies of aphids. This points to possible association of the emission of these VOCs as danger signals and the likely risk of being attacked by their parasitoids and/or predators.</p>
<p>The reduced performance of other herbivores following exposure to HIPVs has been reported previously. For example, exposure to HIPVs decreased the growth rate of <italic>Spodoptera littoralis</italic> (Boisduval) caterpillars at early larval stages (von M&#x000E9;rey et al., <xref ref-type="bibr" rid="B81">2013</xref>). In addition, leaf beetle, <italic>Plagiodera versicolora</italic> (Laicharting), larvae showed decreased performance on uninfested host plants when exposed to HIPVs from plants infested by conspecific larvae (Yoneya et al., <xref ref-type="bibr" rid="B88">2014</xref>). Interestingly, such decreased herbivore performance following exposure to HIPVs can be also achieved by treating the plants with priming agents. In this respect, using CJ but with a chewing herbivore, females of <italic>S. exigua</italic> laid fewer egg masses when subjected to filter papers containing VOCs of CJ-primed plants (Disi et al., <xref ref-type="bibr" rid="B28">2017</xref>). Furthermore, plant treatment with the priming agent prohydrojasmone [propyl (1<italic>RS</italic>, 2<italic>RS</italic>)-(3-oxo-2-pentylcyclopentyl) acetate] negatively affected the oviposition of <italic>Tetranychus urticae</italic> Koch (Uefune et al., <xref ref-type="bibr" rid="B79">2013</xref>), due to several quantitative and qualitative changes in HIPVs in prohydrojasmone-treated plants.</p>
<p>Additional indirect evidence on the potential of bioactive volatiles as priming agents that render exposed plants less appealing to herbivores and possibly more attractive to natural enemies comes from cotton growers in developing countries. More specifically, farmers used to remove the growing buds of cotton plants just before flowering, which is known as cotton topping (Renou et al., <xref ref-type="bibr" rid="B65">2011</xref>). This in turn, in addition to branching and flowers increase, significantly reduced the attack of many lepidopteran pests in cotton. Remarkably, this not only occurred in topped plants, but also was extended to encompass neighboring plants that were not topped, suggesting that the released VOCs from topped plants can protect their neighbor plants from an impending attack by repelling herbivores and/or attracting beneficial insects (Llandres et al., <xref ref-type="bibr" rid="B49">2019</xref>).</p>
<p>Another interpretation of the reduced performance of <italic>M. euphorbiae</italic> when fed on CJ-plants is that treating plants with CJ may induce the accumulation of certain anti-herbivore secondary metabolites that renders CJ-plants more inappropriate for aphid survival. In this respect, significantly higher levels of 2,4-dihydroxy-7-methoxy-2H-1,4-benzoxazin-3(4H)-one (DIMBOA), 2-hydroxy-7-methoxy-(2H)-1,4-benzoxazin-3(4H)-one (HBOA), and phenolic acids were detected in aerial parts and roots of wheat, following CJ treatment (Moraes et al., <xref ref-type="bibr" rid="B53">2008</xref>). Similarly, increased levels of the defensive isoflavonoids (i.e., daidzein and genistein) were reported by da Gra&#x000E7;a et al. (<xref ref-type="bibr" rid="B21">2016</xref>) upon CJ treatment, which negatively impacted the weight gain of stink bug (<italic>Euschistus heros</italic>).</p>
<p>Yet, many questions remain unknown and require more studies to answer, especially concerning the underlying induced changes upon plant priming and how induced responses precisely reduce the herbivore performance. To this end and to obtain further empirical evidence, it is advised that similar experimental work should be performed but using knock-out mutant plants in which the pathways producing specific classes of VOCs are silenced (Matthes et al., <xref ref-type="bibr" rid="B51">2010</xref>; Christensen et al., <xref ref-type="bibr" rid="B18">2013</xref>).</p>
</sec>
<sec>
<title>Potential Implications for Durable Aphid Control in Potato</title>
<p>Potato is currently one of the five major crops worldwide that contributes with 2.2% of the global human calorific intake (King and Slavin, <xref ref-type="bibr" rid="B47">2013</xref>). While the increase in consumption requires drastic increase in potato yield (FAO, <xref ref-type="bibr" rid="B36">2009</xref>), insect infestation is still a major constraint reducing potato production worldwide, especially those vector plant viruses and have tremendous indirect damage such as aphids (van Emden and Harrington, <xref ref-type="bibr" rid="B80">2017</xref>). Our results show clear evidence that CJ application decreases aphid growth, reproduction, intrinsic rate and survival. These life history traits are indeed vital factors determining the success of aphid population (Leather and Dixon, <xref ref-type="bibr" rid="B48">1984</xref>). Thus, negatively affecting these traits would likely reduce the overall aphid fitness. Given the current thinking that effective control does not necessarily have to rely on aphid mortality, we believe that priming potato defense against aphids using CJ has the potential to provide new opportunities for sustainable crop protection, especially if being used in the context of IPM, through the induction of VOC emissions (Turlings and Erb, <xref ref-type="bibr" rid="B78">2018</xref>; Brilli et al., <xref ref-type="bibr" rid="B7">2019</xref>). This could minimize the need for applying conventional toxic agrochemicals in potato fields. Bearing in mind that plant genotype, application method and other environmental conditions strongly influence the magnitude of any enhancement in plant defense acquired by these priming agents, more field research is needed before upscaling their application under field conditions.</p>
</sec>
</sec>
<sec sec-type="data-availability-statement" id="s5">
<title>Data Availability Statement</title>
<p>The datasets generated for this study are available on request to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>Experimental manipulation of aphids and plants occurred according to the common and ethical requirements for organism&#x00027;s welfare where both insects and plants, used in this study, were carefully handled during experiments and maintained in the laboratory under appropriate conditions.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>IS, JP, and MB conceived the ideas and designed the experiments. IS performed the experiments and collected the data. IS, JC, JP, and MB analyzed the data. IS and JC contributed to the GC chemical analysis. IS, JP, and MB led the writing of the manuscript. All authors contributed critically to the drafts and gave final approval for publication.</p>
<sec>
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</sec>
</body>
<back>
<ack><p>We deeply thank Janet Martin for aphid rearing, Barry Pye for CJ plant treatment, and Lesley Smart for her help in the experimental set-up. IS gratefully acknowledges the permission of Suez Canal University, Ismailia, Egypt for his leave of absence to conduct research in UK.</p>
</ack>
<sec sec-type="supplementary-material" id="s8">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fevo.2019.00499/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fevo.2019.00499/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
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<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This work was supported by a Rothamsted International Fellowship (RIF Project No: 0006) to IS. Rothamsted Research receives grant-aided support from the Biotechnology and Biological Sciences Research Council (BBSRC) of the United Kingdom.</p>
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