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<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.2021.652561</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>Only Females Oviposit: Chemical Discrimination of Adult Stink Bug Sex by the Egg Parasitoid <italic>Trissolcus japonicus</italic></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Arif</surname> <given-names>Mokhtar Abdulsattar</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="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1013889/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Al&#x0131;n&#x00E7;</surname> <given-names>Tu&#x011F;can</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1203204/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Guarino</surname> <given-names>Salvatore</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/561327/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Colazza</surname> <given-names>Stefano</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/116980/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Cusumano</surname> <given-names>Antonino</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/119900/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Peri</surname> <given-names>Ezio</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/120802/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Agricultural, Food and Forest Sciences (SAAF), University of Palermo</institution>, <addr-line>Palermo</addr-line>, <country>Italy</country></aff>
<aff id="aff2"><sup>2</sup><institution>Plant Protection Directorate, Ministry of Agriculture</institution>, <addr-line>Baghdad</addr-line>, <country>Iraq</country></aff>
<aff id="aff3"><sup>3</sup><institution>Institute of Biosciences and Bioresources (IBBR), National Research Council of Italy (CNR)</institution>, <addr-line>Palermo</addr-line>, <country>Italy</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Lukasz Lech Stelinski, University of Florida, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Nik G. Wiman, Oregon State University, United States; Lara Maistrello, University of Modena and Reggio Emilia, Italy</p></fn>
<corresp id="c001">&#x002A;Correspondence: Salvatore Guarino, <email>salvatore.guarino@ibbr.cnr.it</email></corresp>
<fn fn-type="other" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Chemical Ecology, a section of the journal Frontiers in Ecology and Evolution</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>04</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>652561</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>01</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>03</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Arif, Al&#x0131;n&#x00E7;, Guarino, Colazza, Cusumano and Peri.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Arif, Al&#x0131;n&#x00E7;, Guarino, Colazza, Cusumano and Peri</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>Egg parasitoids foraging for suitable hosts scattered in the environment rely mainly on chemical cues. Elucidating the chemical ecology of natural enemies is important in the development of effective and successful strategies for conservation biological control. In this context, the host cuticular hydrocarbons, which are exploited by several species of egg parasitoids as contact kairomones, could be used to retain them by providing information about the presence and the sex of adults of the target species: sex is important because only females of the host species lay the eggs that can be subsequently utilized for parasitoid reproduction. However, the chemical basis of host sex discrimination in egg parasitoids is not well understood. We carried out behavioral and chemical bioassays to investigate the role played by contact chemical cues left by adults of the brown marmorated stink bug, <italic>Halyomorpha halys</italic> St&#x00E5;l, in host egg searching behavior and adult host sex discrimination by the egg parasitoid <italic>Trissolcus japonicus</italic> (Ashmead). A first set of bioassays showed that parasitoids spent more time exploring patches contaminated with chemicals associated with adult <italic>H. halys</italic> females compared with adult males. Similar responses were displayed by <italic>T. japonicus</italic> when hexane extracts of <italic>H. halys</italic> were tested suggesting that non-polar chemical compounds are involved in host sex discrimination. GC-MS analysis of hexane extracts revealed quantitative differences in the cuticular compounds of the two sexes, with 1-hexadecene (more abundant in males) being the most important component in determining these differences. Hexane extracts of <italic>H. halys</italic> females blended with synthetic 1-hexadecene significantly reduced the wasps&#x2019; arrestment responses compared to crude extracts.</p>
</abstract>
<kwd-group>
<kwd>host searching behavior</kwd>
<kwd><italic>Halyomorpha halys</italic></kwd>
<kwd>cuticular hydrocarbons</kwd>
<kwd>kairomone</kwd>
<kwd>Scelionidae</kwd>
<kwd>1-hexadecene</kwd>
<kwd>samurai wasp</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="59"/>
<page-count count="10"/>
<word-count count="0"/>
</counts>
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</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>In recent years, several advances have been made toward the understanding of the chemical ecology of insect parasitoid foraging behavior (<xref ref-type="bibr" rid="B54">Wajnberg and Colazza, 2013</xref>). While foraging for hosts, insect parasitoids can exploit volatile chemical signals (e.g., herbivore-induced plant volatiles, oviposition-induced plant volatiles, host sex pheromones) and contact chemical cues (e.g., host-by products such as wing scales, walking traces, silk, frass, honeydew) (<xref ref-type="bibr" rid="B12">Colazza et al., 2010</xref>; <xref ref-type="bibr" rid="B28">Hilker and Fatouros, 2015</xref>; <xref ref-type="bibr" rid="B51">Turlings and Erb, 2018</xref>; <xref ref-type="bibr" rid="B1">Aartsma et al., 2019</xref>; <xref ref-type="bibr" rid="B4">Aspin et al., 2021</xref>). These cues are particularly relevant for an applied perspective as they have often been proposed to be efficient tools to manipulate wasp behavior in crop protection. Volatile and contact cues have promising potential in conservation biological control (CBC) as they can help to attract and retain natural enemies in cropping systems and also enhance their activity (<xref ref-type="bibr" rid="B32">Khan et al., 2008</xref>; <xref ref-type="bibr" rid="B46">Rodriguez-Saona et al., 2013</xref>). Studies aimed at using semiochemicals in CBC have mainly focused on volatile cues in order to attract parasitoid wasps from the areas surrounding the focal crop (<xref ref-type="bibr" rid="B52">Van Poecke et al., 2001</xref>; <xref ref-type="bibr" rid="B29">James and Grasswitz, 2005</xref>; <xref ref-type="bibr" rid="B14">Conti et al., 2020</xref>). The use of contact chemical cues has received relatively little attention by biological control practitioners (<xref ref-type="bibr" rid="B38">Meiners and Peri, 2013</xref>; <xref ref-type="bibr" rid="B14">Conti et al., 2020</xref>) and yet they could, for example, be used to retain resident parasitoids within a focal crop and thus reduce dispersion into surrounding areas.</p>
<p>Contact semiochemicals are well-explored in egg parasitoids in which they activate &#x201C;biased random search,&#x201D; i.e., a non-directional movement which is characterized by ortho- and klino-kinetic reactions, allowing wasps to explore intensively the area contaminated with the chemical stimulus (<xref ref-type="bibr" rid="B5">Bell, 1990</xref>; <xref ref-type="bibr" rid="B20">Fatouros et al., 2008</xref>; <xref ref-type="bibr" rid="B11">Colazza et al., 2014</xref>). Examples of contact chemical cues are wing scales of butterflies exploited by trichogrammatid egg parasitoids, and walking traces left by stink bugs perceived by scelionid egg parasitoids (<xref ref-type="bibr" rid="B12">Colazza et al., 2010</xref>). In the latter case these contact cues can give information about both the presence of the adults of the target host species as well as their sex (<xref ref-type="bibr" rid="B15">Conti and Colazza, 2012</xref>). Host sex is important because only the females lay the eggs which are parasitized by the scelionids, and indeed foraging scelionids respond more strongly to, and spend more time examining, chemical cues associated with adult stink bug females compared with cues associated with males and immature nymphs (<xref ref-type="bibr" rid="B13">Colazza et al., 1999</xref>; <xref ref-type="bibr" rid="B48">Salerno et al., 2009</xref>; <xref ref-type="bibr" rid="B42">Peri et al., 2016</xref>).</p>
<p>The source of the active compound eliciting egg parasitoid searching behavior is often reported to be the host insect cuticle (<xref ref-type="bibr" rid="B11">Colazza et al., 2014</xref>). The cuticular layer of the insect body comprises several chemicals as lipids, fatty acids, alcohols, alkyl esters, glycerides, sterols and aldehydes (<xref ref-type="bibr" rid="B36">Lockey, 1985</xref>), but in several cases non-polar compounds elicit parasitoid responses (<xref ref-type="bibr" rid="B40">Padmavathi and Paul, 1998</xref>; <xref ref-type="bibr" rid="B41">Paul et al., 2002</xref>; <xref ref-type="bibr" rid="B55">Wang et al., 2019</xref>). For example, <xref ref-type="bibr" rid="B10">Colazza et al. (2007)</xref> found that <italic>n</italic>-nonadecane (<italic>n</italic>-C19), a linear cuticular hydrocarbon present in <italic>Nezara viridula</italic> (L.) (Heteroptera: Pentatomidae), mediates host gender discrimination in the egg parasitoid <italic>Trissolcus basalis</italic> (Wollaston) (Hymenoptera: Scelionidae). Other scelionids have been reported to use similar strategies (<xref ref-type="bibr" rid="B7">Borges et al., 2003</xref>; <xref ref-type="bibr" rid="B16">Conti et al., 2004</xref>; <xref ref-type="bibr" rid="B48">Salerno et al., 2009</xref>; <xref ref-type="bibr" rid="B22">Gomes Lag&#x00F4;a et al., 2020</xref>); however, the chemical basis of host sex discrimination has not been investigated.</p>
<p>Here we explore the chemical ecology of host sex discrimination in the samurai wasp, <italic>Trissolcus japonicus</italic> (Ashmead) (Hymenoptera: Scelionidae), the main egg parasitoid of the brown marmorated stink bug, <italic>Halyomorpha halys</italic> St&#x00E5;l (Heteroptera: Pentatomidae). <italic>Halyomorpha halys</italic> is a highly polyphagous species native to Asia that has become a serious invasive agricultural and nuisance pest across North America and Europe (<xref ref-type="bibr" rid="B45">Rice et al., 2014</xref>; <xref ref-type="bibr" rid="B34">Leskey and Nielsen, 2018</xref>). <italic>Trissolcus japonicus</italic> was introduced adventively into Europe and North America but is now well established in both continents (<xref ref-type="bibr" rid="B31">Kaser et al., 2018</xref>; <xref ref-type="bibr" rid="B50">Stahl et al., 2019</xref>) and is considered to have the potential to control the stink bug pest population density to below economic thresholds (<xref ref-type="bibr" rid="B2">Abram et al., 2017</xref>). In this context, a better understanding of the host searching mechanisms used by <italic>T. japonicus</italic> could help to develop effective and successful CBC programs (<xref ref-type="bibr" rid="B14">Conti et al., 2020</xref>). The few prior studies on behavioral interactions between <italic>T. japonicus</italic> and <italic>H. halys</italic> indicate that the parasitoid spends more time on substrates contaminated with <italic>H. halys</italic> walking traces rather than on untreated substrates, suggesting the presence of a contact kairomone (<xref ref-type="bibr" rid="B27">Hedstrom et al., 2017</xref>; <xref ref-type="bibr" rid="B8">Boyle et al., 2020</xref>; <xref ref-type="bibr" rid="B37">Malek, 2020</xref>), but the chemical bases mediating host sex discrimination were not explored. Our objective was thus to evaluate the use of cuticular compounds of <italic>H. halys</italic> as contact chemical cues by <italic>T. japonicus</italic> during short-range searching behavior. Specifically, we analyze the chemical compounds present in the cuticula of male and female <italic>H. halys</italic> and evaluate their role in mediating host sex discrimination by <italic>T. japonicus</italic>.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Insect Rearing</title>
<p>The colony of <italic>H. halys</italic> was established from field-collected individuals around Palermo, Italy, and reared in cages (47.5 &#x00D7; 47.5 &#x00D7; 47.5 cm; BugDorm-44545, Mega View Science Co., Ltd. Taichung, Taiwan) under controlled conditions (24 &#x00B1; 2 &#x00B0;C; 70 &#x00B1; 5% RH; 16L:8D photoperiod). The colony was fed with seasonal fresh vegetables and sunflower seeds. Food was renewed every 2 days, and water was provided with soaked cotton wool in small containers. Paper towels were hung inside each adult cage as oviposition substrates. Egg masses were collected daily and used to maintain both stink bugs and wasp colonies. Every 2&#x2013;3 days, newly emerged <italic>H. halys</italic> adults were collected and placed in fresh cages so that individuals of known age were continuously available for experiments.</p>
<p>The colony of <italic>T. japonicus</italic> was established from wasps emerging from <italic>H. halys</italic> sentinel egg masses located in fields around Turin, Italy, and was reared on <italic>H. halys</italic> egg masses. Wasps were maintained in 85-ml glass tubes, fed with a honey&#x2013;water solution (80:20 v/v) and kept in a controlled environmental room (24 &#x00B1; 2&#x00B0;C; 70 &#x00B1; 5% RH; 16L:8D photoperiod). <italic>Halyomorpha halys</italic> egg masses were singly glued onto a strip of paper and exposed to 2 female wasps for 24 h, and, after emergence, male and female wasps were kept together to allow mating. Before the bioassays, 3&#x2013;5 days old female wasps were individually isolated in a 2 mL vial with a drop of honey-water for 24 h and then transferred to the bioassay room in order to be acclimatized 1 h before the tests.</p>
</sec>
<sec id="S2.SS2">
<title>Stimulus Preparation Procedure</title>
<p>The following stimuli were prepared.</p>
<sec id="S2.SS2.SSS1">
<title>Freshly Killed <italic>H. halys</italic> Adults</title>
<p>Females in pre-ovipositional state (i.e., which displayed enlarged abdomen) and virgin males were individually isolated for 3 days and then killed at &#x2212;18&#x00B0;C for 1 h.</p>
</sec>
<sec id="S2.SS2.SSS2">
<title>Hexane Extracts of <italic>H. halys</italic> Cuticular Compounds</title>
<p>Freshly killed pre-ovipositional females and virgin males were dissected under a binocular stereo microscope (Leica MZ12, Leica Microsystems GmbH, Wetzlar, Germany) with fine scissors to separate legs at coxal level, wings, pronotum and scutellum. The residual internal tissue remained inside of the pronotum was thoroughly cleaned by forceps to reduce contamination. Mesonotum, metanotum, and abdomen were discarded due to possible contamination by defensive chemicals from the glandular structures in these segments. For each adult, dissected body parts were weighed, placed in 4 ml glass vials and extracted with 2 ml of hexane at 30&#x00B0;C for 1 h. After removal of the body parts, the resulting extract was evaporated under a gentle nitrogen stream, and re-dissolved in 100 &#x03BC;l hexane (&#x003E;99% pure, Sigma-Aldrich, Milan, Italy). Extracts were individually stored at &#x2013;18&#x00B0;C until used in bioassays and analyzed by GC-MS (see below). Ten extracts were carried out for pre-ovipositional females and 10 for virgin males.</p>
</sec>
<sec id="S2.SS2.SSS3">
<title>Hexane Extracts of <italic>H. halys</italic> Females Blended With Synthetic 1-Hexadecene</title>
<p>In consideration of the results obtained from the multivariate analysis of chemical profiles (see section &#x201C;Results&#x201D;) the role of synthetic 1-hexadecene (&#x003E;99% pure, Sigma-Aldrich, Milan, Italy) was further investigated in the host gender discrimination displayed by <italic>T. japonicus</italic> females. Dissected body parts of 6 pre-ovipositional females were split into two groups, and each group was extracted with 6 ml of hexane at 30&#x00B0;C for 1 h. After removal of the body parts, the resulting extracts were evaporated under a gentle nitrogen stream. One group was re-dissolved in 300 &#x03BC;l of a hexane solution of 1-hexadecene at 0.66 ppm (test), while the other group was re-dissolved in 300 &#x03BC;l of hexane (control). The 1-hexadecene amount was determined by the quantitative differences observed in the cuticular extracts of individual <italic>H. halys</italic> males and females (see section &#x201C;Chemical Analyses&#x201D;). Extracts were individually stored at &#x2212;18&#x00B0;C until assayed.</p>
</sec>
</sec>
<sec id="S2.SS3">
<title>Open Arena Bioassay</title>
<p>Bioassays were conducted in an open arena consisting of a square sheet of filter paper Whatman No. 1 (25 &#x00D7; 25 cm; wasp/arena ratio: 0.003%). In the center of the arena, a circular area (6 cm diameter; 28.26 cm<sup>2</sup>, about 4.5% of the entire arena; wasp/arena ratio: 0.07%) was contaminated with stimuli described below. One wasp female was gently released in the middle of the circular area and tracked by a CCD video camera (Sony SSC M370 CE) fitted with a 12.5&#x2013;75 mm F-1 1.8 zoom lens. The arena was illuminated from above by two 22-W cool white fluorescent tubes (Full spectrum 5,900 K, 11 W; Lival, Italy). The analogic signal from the camera was digitalized by a video grabber, and analyzed with XBug, a video tracking and motion analysis software (<xref ref-type="bibr" rid="B10">Colazza et al., 2007</xref>). Data recording was defined as the time between the wasp was gently released on the patch until had left the arena either by walking or by flying off. The time spent on the entire arena (25 &#x00D7; 25 cm) was scored as the residence time and used for statistical analyses. This value was used, rather than only the time spent on the treated area, because more representative of the active searching behavior elicited by the kairomonal stimuli (<xref ref-type="bibr" rid="B10">Colazza et al., 2007</xref>).</p>
<p>For each experiment, the following bioassay procedure was used.</p>
<sec id="S2.SS3.SSS1">
<title>Freshly Killed <italic>H. halys</italic> Adults</title>
<p>The dorsal part of a female or male bug (pronotum, scutellum and wings) was gently rubbed with the use of featherweight forceps (BioQuip&#x00A9;) in the circular area of the arena continuously for about 5 min in order to contaminate the area homogenously with cuticular compounds. A total of 30 wasp females was assayed for each treatment.</p>
</sec>
<sec id="S2.SS3.SSS2">
<title>Hexane Extracts of <italic>H. halys</italic> Cuticular Compounds</title>
<p>Hexane extracts of <italic>H. halys</italic> male and female were tested by pipetting 100 &#x03BC;l of extracts separately onto the circular area. As control treatment the same amount of hexane was pipetted onto the circular area of the arena. Wasps were assayed after solvent evaporation. A total of 30 wasp females was used for each treatment.</p>
</sec>
<sec id="S2.SS3.SSS3">
<title>Hexane Extracts of <italic>H. halys</italic> Females Blended With Synthetic 1-Hexadecene</title>
<p>The response of the wasps toward <italic>H. halys</italic> female extract blended with synthetic 1-hexadecene was compared to crude <italic>H. halys</italic> female extract. The test and control extracts were tested by pipetting 100&#x03BC;l onto the circular area of the arena. A total of 30 wasp females was tested for each treatment.</p>
<p>All the bioassays were carried out in a controlled environmental room at 26 &#x00B1; 1&#x00B0;C from 10:00 a.m. to 3:00 p.m. The treated arena was changed for each replication. The bioassays were performed in three blocks and trials randomized within each block. The wasps were used only once and discarded at the end of each replication.</p>
</sec>
</sec>
<sec id="S2.SS4">
<title>Chemical Analysis</title>
<p>Coupled gas chromatography-mass spectrometry (GC-MS) analyses of cuticular extracts from <italic>H. halys</italic> males and females were performed on an Agilent 6890 GC system interfaced with an MS5973 quadruple mass spectrometer. For each sample, 1 &#x03BC;l of extract was injected in a DB5-MS column in splitless mode with helium used carrier gas. Injector and detector temperatures were 260 and 280&#x00B0;C, respectively. The GC oven temperature was set at 40&#x00B0;C for 5 min, and then increased by 10&#x00B0;C/min to 250&#x00B0;C. Electron impact ionization spectra were obtained at 70 eV, recording mass spectra from 40 to 550 amu. For quantification purposes, peak area of each detected compound was calculated. Compounds were tentatively identified based on comparison of RI and mass spectra with those reported in literature (<xref ref-type="bibr" rid="B3">Adams et al., 2007</xref>; <ext-link ext-link-type="uri" xlink:href="http://www.pherobase.com">www.pherobase.com</ext-link>) and the NIST 2011 library. For dodecane, tridecane, tetradecane, pentadecane, 1-hexadecene, pentacosane, and nonacosane identification was confirmed by injection of authentic standards, obtained from Sigma-Aldrich (Milan, Italy). For the compound contributing the most (according to multivariate statistics) in explaining a chemical difference between the hexane extracts of male and female bugs, we carried out additional analyses. For this compound, a calibration curve with the standard at the concentration of 0.5, 1, 2, 10, and 20 ng/&#x03BC;l diluted in hexane (linearity <italic>R</italic><sup>2</sup> = 0.99) was carried out to calculate the amount present in <italic>H. halys</italic> extracts from males or females.</p>
</sec>
<sec id="S2.SS5">
<title>Statistical Analyses</title>
<p>Residence time data were not normally distributed (which is typical of time-to-event data) and thus were analyzed with General Linear Models (GLMs) fitting gamma error distribution and a reciprocal link function (<xref ref-type="bibr" rid="B17">Crawley, 2007</xref>). For each of the three experiments, the different stink bug treatments were modeled as fixed factors while wasp residence time was fitted in the GLMs as response variable. Significance of the factor in each GLM was tested using Likelihood Ratio Tests (LRTs) comparing the full model with and without the factor in question (<xref ref-type="bibr" rid="B17">Crawley, 2007</xref>). Model fit was assessed by inspecting residual plots. For the experiment with hexane extracts of <italic>H. halys</italic> cuticular compounds, significant differences amongst factor levels were determined using the <italic>glht</italic> function of the <italic>multcomp</italic> package of the R software (<xref ref-type="bibr" rid="B9">Bretz et al., 2010</xref>).</p>
<p>Peak areas of chemical compounds were analyzed through multivariate data analysis using projection to latent structures discriminant analysis (PSL-DA). The results of the analysis are visualized in score plots, which reveal the sample structure according to model components, and loading plots, which display the contribution of the variables to these components as well as the relationships among the variables, with the ranking based on the variable importance in the projection (VIP values) (<xref ref-type="bibr" rid="B57">Wold et al., 2001</xref>). The measured peak areas were first divided by the fresh stink bug weight and, subsequently, mean-centered and scaled to unit variance before they were subjected to the analysis using the software metaboanalyst (<xref ref-type="bibr" rid="B58">Xia et al., 2009</xref>).</p>
</sec>
</sec>
<sec id="S3">
<title>Results</title>
<sec id="S3.SS1">
<title>Open Arena Bioassay</title>
<sec id="S3.SS1.SSS1">
<title>Freshly Killed <italic>H. halys</italic> Adults</title>
<p>The residence time of <italic>T. japonicus</italic> females was significantly affected by the gender of the stink bugs (GLM, &#x03C7;<sup>2</sup> = 8.88, <italic>df</italic> = 1, <italic>P</italic> = 0.003). Parasitoids spent more time exploring patches contaminated with chemical residues of host females compared with males (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Response of <italic>Trissolcus japonicus</italic> females to substrate treated with traces of freshly killed <italic>Halyomorpha halys</italic> females (red box) or males (blue box). Bold horizontal lines show medians, boxes contain the 25<sup>th</sup>&#x2013;50<sup>th</sup> percentiles, whiskers show the upper and lower quartiles and points represent individual replicates. Different letters indicate statistically significant difference (<italic>P</italic> &#x003C; 0.05, GLM).</p></caption>
<graphic xlink:href="fevo-09-652561-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS1.SSS2">
<title>Hexane Extracts of <italic>H. halys</italic> Cuticular Compounds</title>
<p>The residence time of <italic>T. japonicus</italic> females was significantly affected by the extract treatments (GLM, &#x03C7;<sup>2</sup> = 43.12, <italic>df</italic> = 2, <italic>P</italic> &#x003C; 0.001). Parasitoids displayed host sex discrimination (<italic>Z</italic> = 2.84, <italic>P</italic> = 0.012), spending, on average, the highest amount of time on crude extract from <italic>H. halys</italic> females, intermediate levels on <italic>H. halys</italic> males and the lowest amount of time on control (solvent only) (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Response of <italic>Trissolcus japonicus</italic> females to substrate treated with hexane extracts of <italic>Halyomorpha halys</italic> females (red box) or males (blue box) or with hexane only (white box). Bold horizontal lines show medians, boxes contain the 25<sup>th</sup>&#x2013;50<sup>th</sup> percentiles, whiskers show the upper and lower quartiles and points represent individual replicates. Different letters indicate statistically significant difference (<italic>P</italic> &#x003C; 0.05, GLM).</p></caption>
<graphic xlink:href="fevo-09-652561-g002.tif"/>
</fig>
</sec>
<sec id="S3.SS1.SSS3">
<title>Hexane Extracts of <italic>H. halys</italic> Females Blended With Synthetic 1-Hexadecene</title>
<p>The residence time of <italic>T. japonicus</italic> females was significantly affected by the addition of 1-hexadecene to the crude hexane extract (GLM, &#x03C7;<sup>2</sup> = 35.40, <italic>df</italic> = 1, <italic>P</italic> &#x003C; 0.001). Parasitoids spent significantly less time on patches contaminated with hexane extract of <italic>H. halys</italic> females blended with 1-hexadecene compared with crude extract of <italic>H. halys</italic> females (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Response of <italic>Trissolcus japonicus</italic> females to substrate treated with hexane extract of <italic>Halyomorpha halys</italic> females (red box) or with hexane extracts of <italic>H. halys</italic> females blended with 1-hexadecene (blue box). Bold horizontal lines show medians, boxes contain the 25<sup>th</sup>&#x2013;50<sup>th</sup> percentiles, whiskers show the upper and lower quartiles and points represent individual replicates. Different letters indicate statistically significant difference (<italic>P</italic> &#x003C; 0.05, GLM).</p></caption>
<graphic xlink:href="fevo-09-652561-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="S3.SS2">
<title>Chemical Analysis</title>
<p>Chemical analysis of hexane extracts of dissected body parts from <italic>H. halys</italic> females or males showed the presence of 21 compounds (<xref ref-type="table" rid="T1">Table 1</xref>), Among them, 11 linear hydrocarbons (5 saturated and 6 mono-unsaturated), 3 aldehydes, 2 alcohols, 2 esters and 1 carboxylic acid were detected, while 2 compounds remained unidentified. Overall, the same compounds were detected in male and female extracts but in different proportions. Thus, the chemical composition of the extracts varied according to the stink bug sex (<xref ref-type="fig" rid="F4">Figure 4A</xref>). In fact, the pairwise comparison by PLS-DA between males and females resulted in a model with a significant principal component (PCs) (<xref ref-type="fig" rid="F4">Figure 4B</xref>). For this model, 9 compounds had VIP (Variable Important for the Projection) values of &#x2265; 1.0, which means that they strongly contributed to explaining the differences between stink bug extracts (<xref ref-type="fig" rid="F4">Figure 4C</xref>). The compound with the highest VIP value (=1.995) was 1-hexadecene.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Compounds detected in hexane extracts of dissected body parts from <italic>Halyomorpha halys</italic> adults.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"><bold>RT</bold></td>
<td valign="top" align="center"><bold>RI</bold></td>
<td valign="top" align="center"><bold>Chemical</bold></td>
<td valign="top" align="center" colspan="2"><bold>% (Mean &#x00B1; SE)</bold><hr/></td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="center"><bold>Male</bold></td>
<td valign="top" align="center"><bold>Female</bold></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">14.450</td>
<td valign="top" align="center">1,205</td>
<td valign="top" align="center">dodecane<sup>a</sup></td>
<td valign="top" align="center">1.48 &#x00B1; 0.87</td>
<td valign="top" align="center">1.19 &#x00B1; 0.79</td>
</tr>
<tr>
<td valign="top" align="left">15.400</td>
<td valign="top" align="center">1,262</td>
<td valign="top" align="center">(<italic>E</italic>)-2-decenal<sup>b</sup></td>
<td valign="top" align="center">4.06 &#x00B1; 2.29</td>
<td valign="top" align="center">2.66 &#x00B1; 1.77</td>
</tr>
<tr>
<td valign="top" align="left">15.819</td>
<td valign="top" align="center">1,293</td>
<td valign="top" align="center">(<italic>E</italic>)-3-tridecene<sup>b</sup></td>
<td valign="top" align="center">1.56 &#x00B1; 0.38</td>
<td valign="top" align="center">0.58 &#x00B1; 0.29</td>
</tr>
<tr>
<td valign="top" align="left">17.085</td>
<td valign="top" align="center">1,382</td>
<td valign="top" align="center">n-hexyl n-hexanoate<sup>b</sup></td>
<td valign="top" align="center">2.06 &#x00B1; 0.26</td>
<td valign="top" align="center">0.69 &#x00B1; 0.29</td>
</tr>
<tr>
<td valign="top" align="left">17.188</td>
<td valign="top" align="center">1,398</td>
<td valign="top" align="center">(<italic>E</italic>)-2-tetradecene<sup>b</sup></td>
<td valign="top" align="center">0.76 &#x00B1; 0.10</td>
<td valign="top" align="center">0.51 &#x00B1; 0.24</td>
</tr>
<tr>
<td valign="top" align="left">17.292</td>
<td valign="top" align="center">1,400</td>
<td valign="top" align="center">tetradecane<sup>a</sup></td>
<td valign="top" align="center">0.51 &#x00B1; 0.20</td>
<td valign="top" align="center">0.50 &#x00B1; 0.21</td>
</tr>
<tr>
<td valign="top" align="left">17.371</td>
<td valign="top" align="center">1,407</td>
<td valign="top" align="center">(<italic>E</italic>)-2-decenyl acetate<sup>b</sup></td>
<td valign="top" align="center">1.50 &#x00B1; 0.90</td>
<td valign="top" align="center">0.24 &#x00B1; 0.19</td>
</tr>
<tr>
<td valign="top" align="left">18.253</td>
<td valign="top" align="center">1,471</td>
<td valign="top" align="center">1-dodecanol<sup>b</sup></td>
<td valign="top" align="center">14.18 &#x00B1; 1.50</td>
<td valign="top" align="center">5.32 &#x00B1; 1.33</td>
</tr>
<tr>
<td valign="top" align="left">18.578</td>
<td valign="top" align="center">1,500</td>
<td valign="top" align="center">pentadecane<sup>a</sup></td>
<td valign="top" align="center">1.16 &#x00B1; 0.45</td>
<td valign="top" align="center">0.45 &#x00B1; 0.18</td>
</tr>
<tr>
<td valign="top" align="left">19.704</td>
<td valign="top" align="center">1,589</td>
<td valign="top" align="center">1-hexadecene<sup>a</sup></td>
<td valign="top" align="center">4.35 &#x00B1; 0.43</td>
<td valign="top" align="center">1.04 &#x00B1; 0.40</td>
</tr>
<tr>
<td valign="top" align="left">20.685</td>
<td valign="top" align="center">1,673</td>
<td valign="top" align="center">1-tetradecanol<sup>b</sup></td>
<td valign="top" align="center">5.62 &#x00B1; 0.65</td>
<td valign="top" align="center">3.39 &#x00B1; 0.88</td>
</tr>
<tr>
<td valign="top" align="left">21.964</td>
<td valign="top" align="center">1,788</td>
<td valign="top" align="center">1-octadecene<sup>b</sup></td>
<td valign="top" align="center">6.10 &#x00B1; 0.67</td>
<td valign="top" align="center">4.93 &#x00B1; 1.50</td>
</tr>
<tr>
<td valign="top" align="left">22.235</td>
<td valign="top" align="center">1,813</td>
<td valign="top" align="center">hexadecanal<sup>b</sup></td>
<td valign="top" align="center">13.69 &#x00B1; 1.07</td>
<td valign="top" align="center">14.34 &#x00B1; 2.21</td>
</tr>
<tr>
<td valign="top" align="left">24.011</td>
<td valign="top" align="center">1,988</td>
<td valign="top" align="center">1-eicosene<sup>b</sup></td>
<td valign="top" align="center">3.96 &#x00B1; 0.43</td>
<td valign="top" align="center">2.00 &#x00B1; 0.42</td>
</tr>
<tr>
<td valign="top" align="left">24.295</td>
<td valign="top" align="center">2,009</td>
<td valign="top" align="center">octadecanal<sup>b</sup></td>
<td valign="top" align="center">16.35 &#x00B1; 1.48</td>
<td valign="top" align="center">17.68 &#x00B1; 2.60</td>
</tr>
<tr>
<td valign="top" align="left">25.550</td>
<td valign="top" align="center">2,155</td>
<td valign="top" align="center">octadecadenoic acid<sup>b</sup></td>
<td valign="top" align="center">0.45 &#x00B1; 0.08</td>
<td valign="top" align="center">0.58 &#x00B1; 0.22</td>
</tr>
<tr>
<td valign="top" align="left">25.881</td>
<td valign="top" align="center">2,188</td>
<td valign="top" align="center">docosene<sup>a</sup></td>
<td valign="top" align="center">1.90 &#x00B1; 0.19</td>
<td valign="top" align="center">1.91 &#x00B1; 0.43</td>
</tr>
<tr>
<td valign="top" align="left">26.175</td>
<td valign="top" align="center">2,220</td>
<td valign="top" align="center">unknown 1</td>
<td valign="top" align="center">0.86 &#x00B1; 0.12</td>
<td valign="top" align="center">1.67 &#x00B1; 0.20</td>
</tr>
<tr>
<td valign="top" align="left">26.829</td>
<td valign="top" align="center">2,294</td>
<td valign="top" align="center">unknown 2</td>
<td valign="top" align="center">1.04 &#x00B1; 0.17</td>
<td valign="top" align="center">3.05 &#x00B1; 1.92</td>
</tr>
<tr>
<td valign="top" align="left">29.368</td>
<td valign="top" align="center">2,500</td>
<td valign="top" align="center">pentacosane<sup>a</sup></td>
<td valign="top" align="center">3.16 &#x00B1; 0.41</td>
<td valign="top" align="center">1.86 &#x00B1; 0.35</td>
</tr>
<tr>
<td valign="top" align="left">40.068</td>
<td valign="top" align="center">2,900</td>
<td valign="top" align="center">nonacosane<sup>a</sup></td>
<td valign="top" align="center">15.23 &#x00B1; 1.48</td>
<td valign="top" align="center">35.38 &#x00B1; 6.43</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic><italic>RT, retention time; RI, retention index. <sup><italic>a</italic></sup>Identification based by comparisons with authentic standard. <sup><italic>b</italic></sup>Tentative identification based on interpretation of mass spectra and retention indexes relative to related compounds and isomers of known structure.</italic></italic></attrib>
</table-wrap-foot>
</table-wrap>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Projection to latent structures discriminant analysis (PLS-DA) of cuticular compounds extracted from <italic>Halyomorpha</italic> halys females (F) and males (M). <bold>(A)</bold> Score plot visualizing the grouping pattern of the samples according to the first two principal components (PCs) with the explained variance in parenthesis. The PLS-DA resulted in a model with a significant component (<italic>R</italic><sup>2</sup>X = 0.319, <italic>R</italic><sup>2</sup>Y = 0.628, <italic>Q</italic><sup>2</sup> = 0.470), but only the first two PCs are shown for representational purposes. <bold>(B)</bold> Loading plot of the first two PCs shows the contribution of each compound to the two PLS-DA components. <bold>(C)</bold> Compounds ranked according to values of Variable Important for the Projection (VIP). Compounds with VIP value &#x003C; 0.5 are not shown. Red squares indicate higher relative amounts between males and females, blue squares indicate lower relative amounts.</p></caption>
<graphic xlink:href="fevo-09-652561-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="S4">
<title>Discussion</title>
<p>We have provided behavioral and chemical evidence on the role of specific cuticular compounds left on the substrate by <italic>H. halys</italic> which are subsequently exploited as contact chemical cue by its egg parasitoid <italic>T. japonicus</italic> while foraging for host eggs. Contact chemicals left by the insects during walking activity can act as intraspecific and interspecific signals (<xref ref-type="bibr" rid="B53">Waage, 1979</xref>; <xref ref-type="bibr" rid="B33">Klomp, 1981</xref>; <xref ref-type="bibr" rid="B47">Rost&#x00E1;s et al., 2008</xref>; <xref ref-type="bibr" rid="B56">Wilms and Eltz, 2008</xref>). In the case of egg parasitoids of the family Scelionidae, chemical traces play a role as interspecific signals exploited during host searching behavior; for example this is the cases of <italic>T. basalis</italic> and <italic>Trissolcus brochymenae</italic> Ashmed (Hymenoptera: Scelionidae) the main egg parasitoids of <italic>N. viridula</italic> and <italic>Murgantia histrionica</italic> Hahn (Heteroptera: Pentatomidae), respectively (<xref ref-type="bibr" rid="B13">Colazza et al., 1999</xref>; <xref ref-type="bibr" rid="B48">Salerno et al., 2009</xref>). Our results showed that <italic>T. japonicus</italic> responded to the substrates contaminated with <italic>H. halys</italic> chemical traces, exploring more intensively and spending more time on female-associated cues over male-associated cues. Moreover, the preference of the <italic>T. japonicus</italic> for <italic>H. halys</italic> pre-ovipositional females observed when hexane extracts were used, suggests that non-polar cuticular compounds are responsible for host sex discrimination. This behavioral response is adaptive because host females are more likely to be linked with egg presence, thus a wide exploration of the area contaminated with female chemical traces left by females may increase the chances of finding reproductive opportunities for egg parasitoids (<xref ref-type="bibr" rid="B43">Peri et al., 2006</xref>, <xref ref-type="bibr" rid="B42">2016</xref>). Other studies also reported that non-polar compounds associated with traces left by walking and crawling insects can act as kairomones for parasitoids (<xref ref-type="bibr" rid="B23">Gonz&#x00E1;lez et al., 2011</xref>; <xref ref-type="bibr" rid="B11">Colazza et al., 2014</xref>; <xref ref-type="bibr" rid="B21">F&#x00FC;rstenau and Hilker, 2017</xref>; <xref ref-type="bibr" rid="B22">Gomes Lag&#x00F4;a et al., 2020</xref>). For example, cuticular hydrocarbons of <italic>Tribolium confusum</italic> Jacquelin du Val (Coleoptera: Tenebrionidae) larvae mediate trail following and host recognition in the ectoparasitoid <italic>Holepyris sylvanidis</italic> Brethes (Hymenoptera: Bethylidae) (<xref ref-type="bibr" rid="B21">F&#x00FC;rstenau and Hilker, 2017</xref>).</p>
<p>The chemical analysis of the cuticular extracts of <italic>H. halys</italic> adults indicated the presence of non-polar compounds such as hydrocarbons as also reported by <xref ref-type="bibr" rid="B37">Malek (2020)</xref> and as also observed in other stink bugs (<xref ref-type="bibr" rid="B18">De Pasquale et al., 2007</xref>; <xref ref-type="bibr" rid="B24">Guarino et al., 2008</xref>). Our chemical investigations showed that the whole chemical profiles of <italic>H. halys</italic> males and pre-ovipositional females are quantitatively different. Our multivariate statistical analysis showed that this difference is mainly due to quantitative changes in linear hydrocarbons such as 1-hexadecene which was more abundant in males, suggesting a possible role in mediating the parasitoid&#x2019;s host discrimination. In fact, the hexane extracts of <italic>H. halys</italic> females blended with synthetic 1-hexadecene mimic the chemical profile of <italic>H. halys</italic> males and induced a behavioral response in <italic>T. japonicus</italic> with intensity comparable to what we observed when male extracts were tested. In a similar study carried out by <xref ref-type="bibr" rid="B10">Colazza et al. (2007)</xref>, it was found that another cuticular hydrocarbon, n-nonadecane, mediates analogous effects in the interaction between <italic>T. basalis</italic> and <italic>N. viridula</italic>, whereas <xref ref-type="bibr" rid="B22">Gomes Lag&#x00F4;a et al. (2020)</xref> showed that hydrocarbons left by stink bugs on the walking substrate play a role in host species discrimination by <italic>T. basalis</italic> and <italic>Telenomus podisi</italic> (Ashmead) (Hymenoptera: Scelionidae). We can thus speculate that the use of linear hydrocarbons to discriminate the sex of adults of the host species might be a common strategy that has evolved in members of the Scelionidae.</p>
<p>In addition to being important components of the external layers of the insect body, hydrocarbons are abundant in the epicuticular waxes of foliage and other plant tissues (<xref ref-type="bibr" rid="B19">Eigenbrode and Espelie, 1995</xref>; <xref ref-type="bibr" rid="B39">M&#x00FC;ller and Riederer, 2005</xref>). Despite this chemical similarity between hosts and leaves (<xref ref-type="bibr" rid="B35">Lo Giudice et al., 2010</xref>), <italic>Trissolcus</italic> females are able to find hosts. In the epicuticular wax layer of stink bugs there are other components in addition to linear hydrocarbons, such as branched hydrocarbons or more polar components, the roles of which remain to be investigated in the context of the host searching behavior. Further, although the stink bug&#x2019;s cuticle appears to be the source of the contact kairomones that mediate the foraging response of egg parasitoids to walking traces, it cannot be excluded that cues may derive from adhesive substances produced by tarsal glands that facilitate the bugs&#x2019; walking activity on different substrates, as recently observed in other Heteropteran species (<xref ref-type="bibr" rid="B44">Rebora et al., 2021</xref>). Although we tried to minimize the presence of defensive compounds, it cannot be excluded that a few chemicals observed in our analyses, such as dodecane and (<italic>E</italic>)-2-decenal were originated from methatoracic glands. However, these compounds did not appear to play an important role in explaining the differences between the chemical profiles of <italic>H. halys</italic> sexes, based on our multivariate statistical analysis.</p>
<p>The study of the semiochemicals involved in the foraging behavior of insect parasitoids is not only important from a basic ecological perspective but also in the optimization of CBC. To date, the manipulation of parasitoid behavior in order to improve the effectiveness of biological control programs has been mainly focused in the application to crops of exogenous forms of herbivore induced plant volatiles that can draw natural enemies from nearby donor habitats into crops when pests arrive (<xref ref-type="bibr" rid="B30">James and Price, 2004</xref>; <xref ref-type="bibr" rid="B29">James and Grasswitz, 2005</xref>; <xref ref-type="bibr" rid="B26">Gurr and You, 2016</xref>). In this context, there is also now the possibility of applying by-products of the target host species that act as contact kairomones and retain parasitoids in the focal crop. These methods could be integrated with well-known CBC practices such as planting flower strips alongside crops to provide additional food resources for natural enemies (<xref ref-type="bibr" rid="B25">Gurr et al., 2017</xref>). Such combined strategy, called &#x201C;attract-and-reward&#x201D; (<xref ref-type="bibr" rid="B49">Simpson et al., 2011</xref>) has been shown to mitigate the negative effects of aversion learning in parasitoid wasps, which can occur when parasitoids are lured in the focal crop with synthetic semiochemicals without finding resources such as hosts or food. Yet future studies under field conditions are needed to test the possibility to maximize <italic>T. japonicus</italic> performance by combining both volatile (<xref ref-type="bibr" rid="B59">Zhong et al., 2017</xref>; <xref ref-type="bibr" rid="B6">Bertoldi et al., 2019</xref>) and contact kairomones with floral resources. Integrating chemical ecology with habitat manipulation could be of particular importance given the large and negative economic impact that <italic>H. halys</italic> has in both North American and European cropping systems that adventive populations of <italic>T. japonicus</italic> have been found in areas previously invaded by <italic>H. halys</italic> and that <italic>T. japonicus</italic> is currently the most promising biocontrol agent in both continents.</p>
</sec>
<sec id="S5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="S6">
<title>Author Contributions</title>
<p>MA and TA carried out the behavioral experiments. SG carried out the chemical analysis. AC carried out the statistical analysis. EP and SC conceived and designed the research All authors wrote and revised the manuscript.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<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>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> This research was partially funded by the University of Palermo (FFR_D13-2018/2021).</p>
</fn>
</fn-group>
<ack>
<p>We thank Prof. Ian Hardy (University of Nottingham) for his insightful critical comments on a previous version of the manuscript. We thank Prof. Luciana Tavella and Dr. Silvia Moraglio (University of Turin) for kindly providing a colony of <italic>Trissolcus japonicus</italic>.</p>
</ack>
<ref-list>
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