<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2018.00025</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Gut Microbiota Mediate Insecticide Resistance in the Diamondback Moth, <italic>Plutella xylostella</italic> (L.)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Xia</surname> <given-names>Xiaofeng</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="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/413377/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Sun</surname> <given-names>Botong</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="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Gurr</surname> <given-names>Geoff M.</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="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/281558/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Vasseur</surname> <given-names>Liette</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="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/225085/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Xue</surname> <given-names>Minqian</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="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>You</surname> <given-names>Minsheng</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="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>State Key Laboratory of Ecological Pest Control for Fujian and Taiwan Crops, Institute of Applied Ecology, Fujian Agriculture and Forestry University</institution>, <addr-line>Fuzhou</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Joint International Research Laboratory of Ecological Pest Control, Ministry of Education</institution>, <addr-line>Fuzhou</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Key Laboratory of Green Pest Control (Fujian Agriculture and Forestry University), Fujian Province University</institution>, <addr-line>Fuzhou</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Fujian-Taiwan Joint Centre for Ecological Control of Crop Pests, Fujian Agriculture and Forestry University</institution>, <addr-line>Fuzhou</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>Graham Centre, Charles Sturt University</institution>, <addr-line>Orange, NSW</addr-line>, <country>Australia</country></aff>
<aff id="aff6"><sup>6</sup><institution>Department of Biological Sciences, Brock University</institution>, <addr-line>Ontario, ON</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Zhongtang Yu, The Ohio State University, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: George Newcombe, University of Idaho, United States; Yijuan Xu, South China Agricultural University, China</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Minsheng You <email>msyou&#x00040;iae.fjau.edu.cn</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Microbial Symbioses, a section of the journal Frontiers in Microbiology</p></fn>
<fn fn-type="other" id="fn003"><p>&#x02020;Liette Vasseur <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-001-7289-2675">orcid.org/0000-001-7289-2675</ext-link></p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>01</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="collection">
<year>2018</year>
</pub-date>
<volume>9</volume>
<elocation-id>25</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>07</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>01</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2018 Xia, Sun, Gurr, Vasseur, Xue and You.</copyright-statement>
<copyright-year>2018</copyright-year>
<copyright-holder>Xia, Sun, Gurr, Vasseur, Xue and You</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) or licensor 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>The development of insecticide resistance in insect pests is a worldwide concern and elucidating the underlying mechanisms is critical for effective crop protection. Recent studies have indicated potential links between insect gut microbiota and insecticide resistance and these may apply to the diamondback moth, <italic>Plutella xylostella</italic> (L.), a globally and economically important pest of cruciferous crops. We isolated <italic>Enterococcus</italic> sp. (Firmicutes), <italic>Enterobacter</italic> sp. (Proteobacteria), and <italic>Serratia</italic> sp. (Proteobacteria) from the guts of <italic>P. xylostella</italic> and analyzed the effects on, and underlying mechanisms of insecticide resistance. <italic>Enterococcus</italic> sp. enhanced resistance to the widely used insecticide, chlorpyrifos, in <italic>P. xylostella</italic>, while in contrast, <italic>Serratia</italic> sp. decreased resistance and <italic>Enterobacter</italic> sp. and all strains of heat-killed bacteria had no effect. Importantly, the direct degradation of chlorpyrifos <italic>in vitro</italic> was consistent among the three strains of bacteria. We found that <italic>Enterococcus</italic> sp., vitamin C, and acetylsalicylic acid enhanced insecticide resistance in <italic>P. xylostella</italic> and had similar effects on expression of <italic>P. xylostella</italic> antimicrobial peptides. Expression of cecropin was down-regulated by the two compounds, while gloverin was up-regulated. Bacteria that were not associated with insecticide resistance induced contrasting gene expression profiles to <italic>Enterococcus</italic> sp. and the compounds. Our studies confirmed that gut bacteria play an important role in <italic>P. xylostella</italic> insecticide resistance, but the main mechanism is not direct detoxification of insecticides by gut bacteria. We also suggest that the influence of gut bacteria on insecticide resistance may depend on effects on the immune system. Our work advances understanding of the evolution of insecticide resistance in this key pest and highlights directions for research into insecticide resistance in other insect pest species.</p></abstract>
<kwd-group>
<kwd>diamondback moth</kwd>
<kwd>microbial symbionts</kwd>
<kwd>immunity</kwd>
<kwd>pleiotropic effects</kwd>
<kwd>gut bacteria</kwd>
</kwd-group>
<contract-num rid="cn001">31501639</contract-num>
<contract-num rid="cn001">31230061</contract-num>
<contract-num rid="cn001">31320103922</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="1"/>
<ref-count count="53"/>
<page-count count="10"/>
<word-count count="6991"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>The animal gut is a complicated ecosystem inhabited by a large number of microbes that play important roles in insect physiology and behavior, such as food digestion (Warnecke et al., <xref ref-type="bibr" rid="B45">2007</xref>), host nutrition (Engel et al., <xref ref-type="bibr" rid="B15">2012</xref>), immune response (Ryu et al., <xref ref-type="bibr" rid="B33">2010</xref>), pathogen defense (Dillon et al., <xref ref-type="bibr" rid="B10">2005</xref>), plant specialization (McLean et al., <xref ref-type="bibr" rid="B24">2011</xref>), and mating preference (Sharon et al., <xref ref-type="bibr" rid="B35">2010</xref>). It is known that the insect gut micro-environment influences or may even determine the structure of the gut microbial community and the structure and diversity of the gut microbiota, together with their metabolic activities, may have physiological effects in insects (Zilber-Rosenberg and Rosenberg, <xref ref-type="bibr" rid="B53">2008</xref>; Tang et al., <xref ref-type="bibr" rid="B40">2012</xref>). Indeed, insect gut microbiota are considered to constitute an important organ in insects, however changes in environmental conditions are known to impact the symbiotic relationships between the organism and its microbiota and associated gene expression (Zilber-Rosenberg and Rosenberg, <xref ref-type="bibr" rid="B53">2008</xref>; Possemiers et al., <xref ref-type="bibr" rid="B28">2011</xref>). Recently, studies have increasingly suggested links between insect gut microbiota and insecticide resistance (Broderick et al., <xref ref-type="bibr" rid="B1">2006</xref>; Kikuchi et al., <xref ref-type="bibr" rid="B23">2012</xref>; Engel and Moran, <xref ref-type="bibr" rid="B14">2013</xref>; Xia et al., <xref ref-type="bibr" rid="B48">2013</xref>).</p>
<p>With growing concerns about the rapid rise in insecticide resistance in pests, there is a need to gain a mechanistic understanding of the roles that insect gut microbiota may have in the development of resistance. Some studies have explored the functions of the insect gut microbial communities and how they may contribute to insecticide resistance. Kikuchi et al. (<xref ref-type="bibr" rid="B23">2012</xref>), for example, demonstrated that the gut symbiont <italic>Burkholderia</italic> mediates insecticide resistance in <italic>Riptortus pedestris</italic> (Hemiptera) and insecticide resistance facilitated by the fenitrothion-degrading <italic>Burkholderia</italic> strains may be horizontally transferred to other insects (Kikuchi et al., <xref ref-type="bibr" rid="B23">2012</xref>; Kikuchi and Yumoto, <xref ref-type="bibr" rid="B22">2013</xref>). In their study of a different symbiont, Cheng et al. (<xref ref-type="bibr" rid="B6">2017</xref>) reported that trichlorphon-degrading strains of <italic>Citrobacter</italic> sp. (CF-BD) isolated from the gut of <italic>Bactrocera dorsalis</italic> (Diptera) increased insecticide resistance.</p>
<p>Conflicting roles of gut bacteria in resistance to the biological toxins of <italic>Bacillus thuringiensis</italic> (Bt) have been reported. In one study, an increase in midgut microbiota load of <italic>Spodoptera exigua</italic> (Lepidoptera) induced an increased tolerance to Bt, indicating a relationship between the gut bacteria and insecticide resistance (Hern&#x000E1;ndez-Mart&#x000ED;nez et al., <xref ref-type="bibr" rid="B19">2010</xref>), while, another study reported that Bt was ineffective against <italic>Lymantria dispar</italic> (Lepidoptera) when the gut bacteria had been treated with antibiotics, but following subsequent reestablishment of normal gut microbiota, including <italic>Enterobacter</italic> sp. lethality of Bt was restored (Broderick et al., <xref ref-type="bibr" rid="B1">2006</xref>), whereas Frankenhuyzen et al. (<xref ref-type="bibr" rid="B17">2010</xref>) found that gut bacteria did not contribute to mortality in Bt treated <italic>L. dispar</italic>. Although gut microbiota-dependent mortality is known from other Lepidoptera, such as <italic>Vanessa cardui, Manduca sexta</italic>, and <italic>Pieris rapae</italic> (Broderick et al., <xref ref-type="bibr" rid="B5">2009</xref>), there is evidence of inconsistencies in the activity of microbiota on Bt toxins within species. (Johnston and Crickmore, <xref ref-type="bibr" rid="B20">2009</xref>) reported that although continuous exposure of <italic>M. sexta</italic> to antibiotics reduced pathogenicity of Bt, gut bacteria did not facilitate the activity of Bt toxins DiPel and Cry1Ac, and work by Raymond et al. (<xref ref-type="bibr" rid="B30">2009</xref>) indicated that the Bt toxin was effective in killing <italic>Plutella xylostella</italic> larvae that have been reared aseptically.</p>
<p>Although much work has been done on insecticide resistance mediated by gut microbiota, little is known about the underlying mechanisms. Two key processes have been suggested as drivers of development of resistance in insects: direct biodegradation of the pesticides by gut microbiota, such as <italic>R. pedestris</italic> (Kikuchi et al., <xref ref-type="bibr" rid="B23">2012</xref>) and <italic>B. dorsalis</italic> (Cheng et al., <xref ref-type="bibr" rid="B6">2017</xref>), and immune modulation, whereby development of an innate immune response is induced by microbiota (Broderick et al., <xref ref-type="bibr" rid="B2">2010</xref>; Hern&#x000E1;ndez-Mart&#x000ED;nez et al., <xref ref-type="bibr" rid="B19">2010</xref>).</p>
<p><italic>Plutella xylostella</italic> is a globally and economically important insect pest species that attacks cruciferous crops and has been found to be resistant to several classes of insecticide (Talekar and Shelton, <xref ref-type="bibr" rid="B39">1993</xref>; Zalucki et al., <xref ref-type="bibr" rid="B52">2012</xref>). We have previously examined the diversity of gut microbiota in <italic>P. xylostella</italic>, based on 16S rRNA sequencing, and found Proteobacteria, followed by Firmicutes, to be the most abundant bacterial phyla (Xia et al., <xref ref-type="bibr" rid="B48">2013</xref>), accounting for 97% of the <italic>P. xylostella</italic> gut bacteria. It was found that insecticide-resistant strains of <italic>P. xylostella</italic> hosted more Firmicutes and fewer Proteobacteria than susceptible strains, where the proportion of gut Firmicutes increased with exposure to insecticide (Xia et al., <xref ref-type="bibr" rid="B48">2013</xref>). These results indicated an association between <italic>P. xylostella</italic> gut microbiota and insecticide resistance, but a causal role of bacteria in conferring resistance rather than responding to insecticide exposure was not confirmed.</p>
<p>Vilanova et al. (<xref ref-type="bibr" rid="B42">2016</xref>) suggested that <italic>Enterococcus</italic> sp. isolated from <italic>Hyles euphorbiae</italic> confers tolerance to toxic natural latex and plant extracts and both <italic>Serratia</italic> sp. (Xu et al., <xref ref-type="bibr" rid="B50">2007</xref>) and <italic>Enterobacter</italic> sp. (Singh et al., <xref ref-type="bibr" rid="B36">2004</xref>), which are the common genera in the <italic>P. xylostella</italic> gut (Xia et al., <xref ref-type="bibr" rid="B46">2017</xref>), have been associated with degradation of the insecticide, chlorpyrifos. Building on previous findings, this study aimed to explore the effects and mechanisms of gut microbiota in triggering insecticide resistance in <italic>P. xylostella</italic> by analyzing the direct biodegradation of chlorpyrifos <italic>in vitro</italic>, and assessing gut bacteria mediated immune modulation that contributes to the insecticide resistance.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>Insect rearing</title>
<p><italic>Plutella xylostella</italic> used in this study were previously the focus of a genomics analysis (You et al., <xref ref-type="bibr" rid="B51">2013</xref>). The colony was established in 2004 and individuals have been continuously reared on radish seedlings using the method described by Xia et al. (<xref ref-type="bibr" rid="B47">2015</xref>).</p>
</sec>
<sec>
<title>Bacterial cultures</title>
<p><italic>Enterobacter</italic> sp. (JQ396388), <italic>Serratia</italic> sp. (JQ396393), and <italic>Enterococcus</italic> sp. (KC150018), which were previously isolated from <italic>P. xylostella</italic> guts were cultured in LB medium (see Xia et al., <xref ref-type="bibr" rid="B47">2015</xref>). The bacteria were incubated on a rotary shaker at 150 rpm at 37&#x000B0;C overnight in 100 mL of LB medium. The cultures were subsequently centrifuged and the LB medium was removed. The bacteria were washed with double distilled (dd) H<sub>2</sub>O to remove residues of the culture medium, and then diluted with ddH2O to a concentration of OD<sub>600</sub> &#x0003D; 1.0. In order to study the effects of heat treatment on <italic>P. xylostella</italic> gut bacteria, the three bacterial strains, at densities of OD<sub>600</sub> &#x0003D; 1.0, were heat killed at 70&#x000B0;C for 15 min and then 10 &#x003BC;L of the heat killed bacteria solution was spotted onto LB medium and cultured at 37&#x000B0;C for 24 h. Each experiment was replicated three times.</p>
</sec>
<sec>
<title><italic>In vitro</italic> degradation of chlorpyrifos</title>
<p>Content of chlorpyrifos in solution can be determined by ultraviolet (UV) spectrophotometry (Xie et al., <xref ref-type="bibr" rid="B49">2005</xref>), so we constructed a standard curve by dissolving 25 mL of chlorpyrifos (100 mg L<sup>&#x02212;1</sup>) in petroleum ether. The chlorpyrifos solution was diluted to concentrations of 0.0, 3.125, 6.25, 12.5, 25, 50, and 100 mg L<sup>&#x02212;1</sup> using petroleum ether, for measurement using a UV spectrophotometer at 293 nm absorbance. The standard curve, obtained using linear regression, was used to determine the concentration of degraded chlorpyrifos by the three bacterial strains.</p>
<p>To determine the degradation efficiency of the isolated strains of <italic>Enterobacter</italic> sp., <italic>Serratia</italic> sp., and <italic>Enterococcus</italic> sp., we first enriched the strains in LB liquid medium. When OD<sub>600</sub> nm was about 0.5, the cells were harvested by centrifugation at 5,000 r min<sup>&#x02212;1</sup> for 5 min, before being washed twice in minimal salt (MS) solution (1.5 g K<sub>2</sub>HPO<sub>4</sub>, 0.5 g KH<sub>2</sub>PO<sub>4</sub>, 0.5 g (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub>, 0.5 g NaCl, 0.2 g MgSO<sub>4</sub>, 0.05 g CaCl<sub>2</sub>, 0.02 g FeSO<sub>4</sub>, and 20 g agar in 1 L of ddH<sub>2</sub>O; pH 7.0) and re-suspended in MS solution to OD<sub>600</sub> &#x0003D; 1.0. The bacteria (2% MS solution) were inoculated into 100 mL of MS medium that contained 50 mg L<sup>&#x02212;1</sup> of chlorpyrifos; the control containing an equal quantity of chlorpyrifos was not inoculated with bacteria. The control and bacteria treated insecticide MS media were incubated on the rotary shaker at 200 rpm at 37&#x000B0;C. Following incubation for 24 h, 4 mL of the culture medium was removed and an equal volume of petroleum ether was added before vortexing the mixture for 1 min. The organic and aqueous phases separated completely after 1 h, at which point the chlorpyrifos were extracted for analysis, where the organic phase solution of the upper layer was used to determine concentration at 293 nm absorbance. All experiments were replicated three times.</p>
<p>The degradation efficiency of chlorpyrifos was calculated as:</p>
<disp-formula id="E1"><label>(1)</label><mml:math id="M1"><mml:mrow><mml:mi>X</mml:mi><mml:mo>=</mml:mo><mml:mo stretchy='false'>(</mml:mo><mml:msub><mml:mtext>C</mml:mtext><mml:mrow><mml:mtext>CK</mml:mtext></mml:mrow></mml:msub><mml:mo>&#x02212;</mml:mo><mml:msub><mml:mtext>C</mml:mtext><mml:mtext>b</mml:mtext></mml:msub><mml:mo stretchy='false'>)</mml:mo><mml:mo>/</mml:mo><mml:msub><mml:mtext>C</mml:mtext><mml:mrow><mml:mtext>CK</mml:mtext></mml:mrow></mml:msub><mml:mi>x</mml:mi><mml:mn>100.</mml:mn></mml:mrow></mml:math></disp-formula>
<p>where <italic>X</italic> represented percent degradation efficiency; C<sub>b</sub> was the concentration of chlorpyrifos in the medium degraded by a specific strain of bacteria (<sub>b</sub>) after culturing for 24 h; and, C<sub>CK</sub> was the concentration of chlorpyrifos in the control group (no bacteria) that after culturing for 24 h under the same conditions. The degradation efficiency of pesticide was analyzed using one-way ANOVA, followed by an LSD <italic>post-hoc</italic> test.</p>
</sec>
<sec>
<title>Colonization of <italic>P. xylostella</italic> gut bacteria</title>
<p>In order to detect colonization by the three strains of bacteria in the <italic>P. xylostella</italic> gut, cabbage leaves were dipped in a bacterial suspension of <italic>Enterobacter</italic> sp., <italic>Serratia</italic> sp. or <italic>Enterococcus</italic> sp. at OD<sub>600</sub> &#x0003D; 1.0 for 10 min, and then air dried in Petri dishes. Cabbage leaves dipped in ddH<sub>2</sub>O and air dried as before were used as a control. There were three replicates of each treatment. Fifty first instar larvae were placed in a Petri dish containing cabbage leaves, until they reached the third instar. Control and treated cabbage leaves were renewed daily.</p>
<p>Quantitative PCR (qPCR) detection of gut bacteria was analyzed from randomly sampled 50 &#x000D7; third instar larvae. The surface of the larvae was sterilized by immersing the larvae in 75% ethanol for 90 s and then rinsing with sterilized ddH<sub>2</sub>O for three times. The larvae were dissected to remove the gut contents, which were homogenized with 1 mL sterilized ddH<sub>2</sub>O in a vortex mixer for 10 min to lyse the bacteria, before the DNA was extracted using a QIAamp&#x000AE;DNA Stool Mini Kit (QIAGEN, Gene Company Limited, China) following the manufacturer&#x00027;s protocol.</p>
<p>DNA of each of the bacteria-reared lines was analyzed using qPCR, by targeting the 16S-rRNA genes of <italic>Enterococcus, Serratia</italic>, and Enterobacteriaceae. Since the <italic>Enterobacter</italic> primers were difficult to design, we used the abundance of Enterobacteriaceae as a proxy to assess changes in abundance for <italic>Enterobacter</italic>. Primers are listed in Table <xref ref-type="supplementary-material" rid="SM5">S1</xref>. The general bacteria (Eub) primer set with total gut microbial DNA (Denman and Mcsweeney, <xref ref-type="bibr" rid="B8">2006</xref>) was used to calibrate the relative abundance of the strains. Detailed methods for quantifying the bacteria are described in Xia et al. (<xref ref-type="bibr" rid="B48">2013</xref>). A Student&#x00027;s <italic>t</italic>-test was used to compare mean level of gut colonization by the three strains of bacteria.</p>
</sec>
<sec>
<title>Effects of antibiotics on <italic>P. xylostella</italic> gut bacteria</title>
<p>Inhibition effects of antibiotics on the isolated gut bacteria were analyzed <italic>in vitro</italic> in MS medium (1 g yeast extract, 1.5 g K<sub>2</sub>HPO<sub>4</sub>, 0.5 g KH<sub>2</sub>PO<sub>4</sub>, 0.5 g (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub>, 0.5 g NaCl, 0.2 g MgSO<sub>4</sub>, 0.05 g CaCl<sub>2</sub>, 0.02 g FeSO<sub>4</sub>, and 20 g agar in 1 L of ddH<sub>2</sub>O; pH 7.0) containing 1 mg mL<sup>&#x02212;1</sup> ciprofloxacin, 1 mg mL<sup>&#x02212;1</sup> levofloxacin, and 2 mg mL<sup>&#x02212;1</sup> metronidazole. The medium was spotted with 10 &#x003BC;L solution of each bacterium (<italic>Enterobacter</italic> sp. <italic>Serratia</italic> sp. and <italic>Enterococcus</italic> sp.; OD<sub>600</sub> &#x0003D; 1.0) and the bacteria were cultured at 37&#x000B0;C for 24 h. In order to detect the efficiency of antibiotics against gut bacteria <italic>in vivo</italic>, cabbage leaves were dipped in a solution of 1 mg mL<sup>&#x02212;1</sup> ciprofloxacin, 1 mg mL<sup>&#x02212;1</sup> levofloxacin, and 2 mg mL<sup>&#x02212;1</sup> metronidazole in ddH<sub>2</sub>O for 10 min, air dried, and then put into Petri dishes. Control cabbage leaves were dipped in ddH<sub>2</sub>O. Next, 50 &#x000D7; first instar larvae were placed in a Petri dish and reared on the cabbage leaves until they reached the third instar. The cabbage leaves were renewed daily and there were three replicates of the treatments. The surface of the third instar larvae was sterilized by immersing in 75% ethanol for 90 s, before rinsing with sterilized ddH<sub>2</sub>O. The larvae were dissected to remove the gut contents and these were homogenized in 1 mL sterilized ddH<sub>2</sub>O. Next, 10 &#x003BC;L of the gut content suspension was used to culture bacteria in MS medium at 37&#x000B0;C for 24 h to assess the effect of the antibiotics on <italic>P. xylostella</italic> gut bacteria.</p>
</sec>
<sec>
<title>Effects of vitamin C and acetylsalicylic acid</title>
<p>Vitamin C is an antioxidant that affects immune response (Hardie et al., <xref ref-type="bibr" rid="B18">1991</xref>; Molina-Cruz et al., <xref ref-type="bibr" rid="B25">2008</xref>; El-Gendy et al., <xref ref-type="bibr" rid="B13">2010</xref>) and acetylsalicylic acid is believed to trigger eicosanoids (Claria and Serhan, <xref ref-type="bibr" rid="B7">1995</xref>) that are an important component of immunity (Stanley and Miller, <xref ref-type="bibr" rid="B38">2006</xref>). Previous studies have revealed that vitamin C repairs damage in <italic>Drosophila melanogaster</italic> caused by acephate (Rajak et al., <xref ref-type="bibr" rid="B29">2017</xref>) and acetylsalicylic acid increases larval survival in <italic>L. dispar</italic> treated with Bt toxins (Broderick et al., <xref ref-type="bibr" rid="B2">2010</xref>), so these two compounds that innately modulate immunity were selected to analyze their effect on the development of insecticide resistance in <italic>P. xylostella</italic>. Cabbage leaves were dipped in a suspension of vitamin C (5 mg ml<sup>&#x02212;1</sup>), acetylsalicylic acid (10 mg ml<sup>&#x02212;1</sup>) or ddH<sub>2</sub>O (as a control) for 10 min and air dried, before being added to Petri dishes, along with10 &#x000D7; first instar larvae. The leaves were renewed every day until the larvae had reached the third instar. There were three replicates of each treatment.</p>
</sec>
<sec>
<title>Testing for resistance to chlorpyrifos in <italic>P. xylostella</italic></title>
<p>Cabbage leaves were dipped in a solution of chlorpyrifos (50 g L<sup>&#x02212;1</sup>) or in ddH<sub>2</sub>O (control) for 10 min, air dried and then put into Petri dishes, to which 10 &#x000D7; third instar larvae, which had been reared under the different bacteria, antibiotics, vitamin C and acetylsalicylic acid conditions, were added, after having been starved for 6 h. Survival was assessed at 24 h and 36 h, and there were three replicates of each treatment.</p>
<p>In order to study the effect of heat-killed bacteria on insecticide resistance, bacteria of the three strains (OD<sub>600</sub> &#x0003D; 1.0) were heat-killed at 70&#x000B0;C for 15 min, and cabbage leaves were dipped in the suspensions for 10 min. Then, 10 &#x000D7; first instar larvae were added to Petri dishes, and reared on the cabbage leaves until the third instar. The third instar larvae were collected as for bioassay, as detailed above, and survival was assessed at 24 and 36 h; there were three replicates of each treatment. One-way ANOVA followed by an LSD <italic>post-hoc</italic> test was used to compare treatment means, using SPSS v. 23.</p>
</sec>
<sec>
<title>Immune gene expression in <italic>P. xylostella</italic></title>
<p>Batches of 10 &#x000D7; third instar larvae were randomly selected and starved for 6 h, before being transferred to Petri dishes and reared, for 24 h, on cabbage leaves treated with the different bacteria, antibiotic, vitamin C and acetylsalicylic acid conditions, as detailed above. Whole body total RNA of the larvae was extracted using qPCR following the methods described by Xia et al. (<xref ref-type="bibr" rid="B47">2015</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Effect of gut bacteria on insecticide resistance</title>
<p>The antibiotic treatment containing ciprofloxacin, levofloxacin, and metronidazole reduced bacterial growth <italic>in vitro</italic> (Figure <xref ref-type="supplementary-material" rid="SM1">S1</xref>) and similarly, gut bacteria collected from <italic>P. xylostella</italic> were inhibited by the antibiotics (Figure <xref ref-type="supplementary-material" rid="SM2">S2</xref>). We found that gut contents collected from <italic>P. xylostella</italic> that had been reared on a diet containing antibiotics contained no bacteria when cultured on antibiotic-free medium (Figure <xref ref-type="supplementary-material" rid="SM3">S3</xref>). When we examined the introduction of bacteria into the gut of <italic>P. xylostella</italic>, we found that all three strains of bacteria increased in abundance compared with the control (<italic>Enterococcus</italic> sp.: <italic>t</italic> &#x0003D; 3.43, <italic>P</italic> &#x0003D; 0.003; <italic>Enterobacter</italic> sp.: <italic>t</italic> &#x0003D; 4.00, <italic>P</italic> &#x0003D; 0.003; and, <italic>Serratia</italic> sp.: <italic>t</italic> &#x0003D; 8.24, <italic>P</italic> &#x0003C; 0.001; Figure <xref ref-type="fig" rid="F1">1</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Changes in relative abundance of <italic>P. xylostella</italic> gut bacteria after consuming cabbage leaves inoculated with Enterobacteriaceae, <italic>Serratia</italic>, and <italic>Enterococcus</italic>. CK, control; error bars are standard deviation (SD), <sup>&#x0002A;&#x0002A;</sup> indicates significant difference at <italic>P</italic> &#x0003C; 0.01.</p></caption>
<graphic xlink:href="fmicb-09-00025-g0001.tif"/>
</fig>
<p>The insecticide resistance bioassay indicated that <italic>Enterococcus</italic> sp. significantly enhanced insecticide resistance in <italic>P. xylostella</italic> after 24 h [survival rate: 86.7 &#x000B1; 15.3% compared to the 63.3 &#x000B1; 15.3% in the control, <italic>F</italic><sub>(4, 10)</sub> &#x0003D; 8.02, <italic>P</italic> &#x0003C; 0.05] and 36 h [survival rate: 46.7 &#x000B1; 5.8% compared to the 23.3 &#x000B1; 5.8% in the control, <italic>F</italic><sub>(4, 10)</sub> &#x0003D; 8.71, <italic>P</italic> &#x0003C; 0.05], but <italic>Serratia</italic> sp. decreased insecticide resistance at 24 h [survival rate: 40.0% &#x000B1; 10.0% compared to the 63.3 &#x000B1; 15.3% in the control, <italic>P</italic> &#x0003C; 0.05], while <italic>Enterobacter</italic> sp. had no effect [survival rate: 80.0 &#x000B1; 10.0% compared to the 63.3 &#x000B1; 15.3% in the control, <italic>P</italic> &#x0003D; 0.07; Figure <xref ref-type="fig" rid="F2">2A</xref>]. Moreover, antibiotics enhanced the insecticide resistance significantly at 36 h [survival rate: 36.7 &#x000B1; 5.8% compared to the 23.3 &#x000B1; 5.8% in the control, <italic>P</italic> &#x0003C; 0.05; Figure <xref ref-type="fig" rid="F2">2A</xref>]. Heat-killed bacteria (Figure <xref ref-type="supplementary-material" rid="SM4">S4</xref>) had no effect on <italic>P. xylostella</italic> insecticide resistance, irrespective of strain, at 24 h [<italic>F</italic><sub>(3, 8)</sub> &#x0003D; 1.58, <italic>P</italic> &#x0003D; 0.268] or 36 h [<italic>F</italic><sub>(3, 8)</sub> &#x0003D; 0.90, <italic>P</italic> &#x0003D; 0.487] (Figure <xref ref-type="fig" rid="F2">2B</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Effect of gut bacteria and compounds on mediation of insecticide resistance in <italic>P. xylostella</italic>. <bold>(A)</bold> Effects of live gut bacteria in mediation of resistance to chlorpyrifos; <bold>(B)</bold> effect of heat-killed gut bacteria in mediation of resistance to chlorpyrifos; and <bold>(C)</bold> effects of vitamin C and acetylsalicylic acid on mediation of resistance to chlorpyrifos. Eb, <italic>Enterobacter</italic> sp.; Sm, <italic>Serratia</italic> sp.; Ec, <italic>Enterococcus</italic> sp.; Ab, antibiotics; Vc, vitamin C, Ap, acetylsalicylic acid; and CK, control. Error bars are SD.</p></caption>
<graphic xlink:href="fmicb-09-00025-g0002.tif"/>
</fig>
</sec>
<sec>
<title>Effect of vitamin C and acetylsalicylic acid on insecticide resistance</title>
<p>The survival rate of <italic>P. xylostella</italic> was higher for larvae reared on vitamin C treated cabbage leaves (80.0 &#x000B1; 10.0%) at 24 h than the control (60.0 &#x000B1; 10.0%) [<italic>F</italic><sub>(2, 6)</sub> &#x0003D; 4.43, <italic>P</italic> &#x0003C; 0.05], and the survival rate of <italic>P. xylostella</italic> reared on cabbage leaves treated with acetylsalicylic acid (70.0 &#x000B1; 10.0%) at 36 h was higher than the control (33.3 &#x000B1; 5.8%) [<italic>F</italic><sub>(2, 6)</sub> &#x0003D; 22.20, <italic>P</italic> &#x0003C; 0.01; Figure <xref ref-type="fig" rid="F2">2C</xref>].</p>
</sec>
<sec>
<title>Degradation of chlorpyrifos</title>
<p>All three strains of bacteria degraded chlorpyrifos <italic>in vitro</italic>, with mean degradation efficiencies of 34.1 &#x000B1; 4.6%, 36.7 &#x000B1; 4.6%, and 33.0 &#x000B1; 6.0% for <italic>Enterococcus</italic> sp., <italic>Enterobacter</italic> sp., and <italic>Serratia</italic> sp. respectively, but this difference was not significant overall [<italic>F</italic><sub>(2, 6)</sub> &#x0003D; 0.36, <italic>P</italic> &#x0003D; 0.711; Figure <xref ref-type="fig" rid="F3">3</xref>].</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Degradation efficiency of <italic>P. xylostella</italic> gut bacteria on chlorpyrifos. <bold>(A)</bold> Standard curve of chlorpyrifos detected by ultraviolet spectrophotometry under OD<sub>293</sub> nm; <bold>(B)</bold> degradation efficiency of chlorpyrifos by different gut bacteria. Eb, <italic>Enterobacter</italic> sp.; Sm, <italic>Serratia</italic> sp.; Ec, <italic>Enterococcus</italic> sp.; and CK, control. Error bars are SD; n.s. indicates no significant difference.</p></caption>
<graphic xlink:href="fmicb-09-00025-g0003.tif"/>
</fig>
</sec>
<sec>
<title>Immune responses to gut bacteria and other compounds</title>
<p>We found that <italic>Enterococcus</italic> sp. induced the expression of gloverin [<italic>F</italic><sub>(4, 10)</sub> &#x0003D; 225.24, <italic>P</italic> &#x0003C; 0.01] and lysozyme [<italic>F</italic><sub>(4, 10)</sub> &#x0003D; 113.50, <italic>P</italic> &#x0003C; 0.01], but down-regulated expression of cecropin [<italic>F</italic><sub>(4, 10)</sub> &#x0003D; 560.12, <italic>P</italic> &#x0003C; 0.05] and had no effect on moricin expression [<italic>F</italic><sub>(4, 10)</sub> &#x0003D; 41.88, <italic>P</italic> &#x0003D; 0.377]. <italic>Enterobacter</italic> sp. induced cecropin [<italic>P</italic> &#x0003C; 0.01], moricin [<italic>P</italic> &#x0003C; 0.01], and lysozyme [<italic>P</italic> &#x0003C; 0.01] expression, but not that of gloverin [<italic>P</italic> &#x0003D; 0.184]. <italic>Serratia</italic> sp. induced moricin expression [<italic>P</italic> &#x0003C; 0.01] (Figure <xref ref-type="fig" rid="F4">4</xref>).</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Effect of live gut bacteria on expression of AMPs in <italic>P. xylostella</italic>. <bold>(A)</bold> Expression of lysozyme; <bold>(B)</bold>, expression of moricin; <bold>(C)</bold> expression of gloverin; and <bold>(D)</bold> expression of cecropin. Eb, <italic>Enterobacter</italic> sp.; Sm, <italic>Serratia</italic> sp.; Ec, <italic>Enterococcus</italic> sp.; Ab, antibiotics; and CK, control. Error bars are SD.</p></caption>
<graphic xlink:href="fmicb-09-00025-g0004.tif"/>
</fig>
<p>We studied the effect of heat-killed bacteria on expression of the <italic>P. xylostella</italic> immune genes, and found a different expression profile compared to the live cells. The heat-killed <italic>Enterococcus</italic> sp. and <italic>Serratia</italic> sp. induced the antimicrobial peptides (AMPs) of cecropin [<italic>F</italic><sub>(3, 8)</sub> &#x0003D; 680.05, <italic>P</italic> &#x0003C; 0.01], moricin [<italic>F</italic><sub>(3, 8)</sub> &#x0003D; 49.88, <italic>P</italic> &#x0003C; 0.01], gloverin [<italic>F</italic><sub>(3, 8)</sub> &#x0003D; 256.42, <italic>P</italic> &#x0003C; 0.01], and lysozyme [<italic>F</italic><sub>(3, 8)</sub> &#x0003D; 1005.25, <italic>P</italic> &#x0003C; 0.01]. Heat-killed <italic>Enterobacter</italic> sp. only induced lysozyme [<italic>P</italic> &#x0003C; 0.01] (Figure <xref ref-type="fig" rid="F5">5</xref>).</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Effect of heat-killed gut bacteria on expression of AMPs in <italic>P. xylostella</italic>. <bold>(A)</bold> Expression of lysozyme; <bold>(B)</bold> expression of moricin; <bold>(C)</bold> expression of gloverin; and <bold>(D)</bold>: expression of cecropin. Eb, heat-killed <italic>Enterobacter</italic> sp.; Sm, heat-killed <italic>Serratia</italic> sp.; Ec, heat-killed <italic>Enterococcus</italic> sp.; and CK, control. Error bars are SD.</p></caption>
<graphic xlink:href="fmicb-09-00025-g0005.tif"/>
</fig>
<p>Antibiotics were found to induce expression of moricin [<italic>P</italic> &#x0003C; 0.01] and lysozyme [<italic>P</italic> &#x0003C; 0.05], but down-regulate cecropin expression [<italic>P</italic> &#x0003C; 0.01] with no effect on gloverin expression [<italic>P</italic> &#x0003D; 0.573] (Figure <xref ref-type="fig" rid="F4">4</xref>). Vitamin C up-regulated the expression of gloverin [<italic>F</italic><sub>(2, 6)</sub> &#x0003D; 43.22, <italic>P</italic> &#x0003C; 0.01] and lysozyme [<italic>F</italic><sub>(2, 6)</sub> &#x0003D; 165.97, <italic>P</italic> &#x0003C; 0.01], but down-regulated cecropin [<italic>F</italic><sub>(2, 6)</sub> &#x0003D; 55.69, <italic>P</italic> &#x0003C; 0.01] and moricin [<italic>F</italic><sub>(2, 6)</sub> &#x0003D; 129.41, <italic>P</italic> &#x0003C; 0.01]. Finally, we found that acetylsalicylic acid up-regulated moricin [<italic>P</italic> &#x0003C; 0.01] and gloverin [<italic>P</italic> &#x0003C; 0.01], but down-regulated cecropin [<italic>P</italic> &#x0003C; 0.01] (Figure <xref ref-type="fig" rid="F6">6</xref>).</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>Effect of compounds on expression of AMPs in <italic>P. xylostella</italic>. <bold>(A)</bold> Expression of lysozyme; <bold>(B)</bold> expression of moricin; <bold>(C)</bold> expression of gloverin; and <bold>(D)</bold> expression of cecropin. Vc, vitamin C, Ap: acetylsalicylic acid; and CK, control. Error bars are SD.</p></caption>
<graphic xlink:href="fmicb-09-00025-g0006.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>In our previous study, we reported an association between <italic>P. xylostella</italic> gut microbiota and insecticide resistance, especially for the phylum, Firmicutes (Xia et al., <xref ref-type="bibr" rid="B48">2013</xref>). Here, we isolated three bacterial strains, <italic>Enterococcus</italic> sp. (Firmicutes), <italic>Enterobacter</italic> sp. (Proteobacteria), and <italic>Serratia</italic> sp. (Proteobacteria), from the guts of <italic>P. xylostella</italic> to evaluate their effect on and role in insecticide resistance. <italic>Enterococcus</italic> sp. was found to enhance resistance of <italic>P. xylostella</italic> to the insecticide chlorpyrifos while the Proteobacteria either had no effect (<italic>Enterobacter</italic> sp.) or decreased resistance (<italic>Serratia</italic> sp.). Moreover, we found that heat treatment to kill bacteria rendered all three species inactive. Our results suggest that gut microbiota may play an important role in <italic>P. xylostella</italic> insecticide resistance. Earlier research suggested that <italic>L. dispar</italic> larvae that were more susceptible to Bt toxin had a smaller population of gut bacteria, such as <italic>Enterococcus faecalis</italic>, leading to a decrease in pH of the midgut (Broderick et al., <xref ref-type="bibr" rid="B4">2003</xref>, <xref ref-type="bibr" rid="B3">2004</xref>). The mechanisms within the insect gut that affect resistance to Bt and chemical insecticides may differ, however, the composition of gut bacteria may affect host metabolism, immune system or degree of mutualism when the host is challenged with toxins.</p>
<p>The <italic>in vitro</italic> degradation of chlorpyrifos by <italic>Enterococcus</italic> was not significantly different from that of the other two strains (<italic>Enterobacter</italic> sp. and <italic>Serratia</italic> sp.), but its degree of improvement in resistance to chlorpyrifos was greatest. This indicates that there may be other mechanisms that are more important in gut bacteria mediated resistance to chlorpyrifos than direct metabolic degradation, especially given <italic>Serratia</italic> sp. enhanced the susceptibility of <italic>P. xylostella</italic> to chlorpyrifos. Our results differ from those reported by Kikuchi et al. (<xref ref-type="bibr" rid="B23">2012</xref>), who found that fenitrothion-degrading strains of <italic>Burkholderia</italic> mediated insecticide resistance in <italic>Riptortus pedestris</italic>, and by Cheng et al. (<xref ref-type="bibr" rid="B6">2017</xref>), who found that trichlorphon-degrading strains of <italic>Citrobacter</italic> sp. (CF-BD) contributed to the development of insecticide resistance in <italic>B. dorsalis</italic>. Their studies indicated that only strains with high pesticide degradation efficiency mediate insecticide resistance, since strains without degradation capacity cannot trigger host resistance to pesticides (Kikuchi et al., <xref ref-type="bibr" rid="B23">2012</xref>; Cheng et al., <xref ref-type="bibr" rid="B6">2017</xref>).</p>
<p>Immune responses are of obvious importance in insect pathogen interactions and our results suggest that immunological effects may be important in the development of resistance. The concept of gut bacteria influencing the development and response of host immunity in invertebrates and vertebrates is increasingly accepted (Kelly et al., <xref ref-type="bibr" rid="B21">2005</xref>; Ryu et al., <xref ref-type="bibr" rid="B34">2008</xref>; Hern&#x000E1;ndez-Mart&#x000ED;nez et al., <xref ref-type="bibr" rid="B19">2010</xref>), where modulation of host immune response by gut bacteria not only contributes to defense against pathogens (Dong et al., <xref ref-type="bibr" rid="B11">2009</xref>), but also plays a role in insecticide resistance (Ericsson et al., <xref ref-type="bibr" rid="B16">2009</xref>; Hern&#x000E1;ndez-Mart&#x000ED;nez et al., <xref ref-type="bibr" rid="B19">2010</xref>; Vezilier et al., <xref ref-type="bibr" rid="B41">2013</xref>). Here, we found that <italic>Enterococcus</italic> sp., vitamin C, and acetylsalicylic acid enhanced resistance to chlorpyrifos in <italic>P. xylostella</italic> and also regulated the expression of <italic>P. xylostella</italic> AMPs. The expression of cecropin was down-regulated by these two compounds, while gloverin was up-regulated. The other bacteria, however, which did not confer insecticide resistance (either suppressing or having no significant effect) induced a different gene expression profile to that of <italic>Enterococcus</italic> sp. and the compounds treatments. Our previous transcriptome analysis of <italic>P. xylostella</italic> immune genes also revealed that the AMP genes of cecropin in chlorpyrifos resistant <italic>P. xylostella</italic> were down-regulated when compared with the susceptible strain (Xia et al., <xref ref-type="bibr" rid="B47">2015</xref>). We speculate that pleiotropic effects of insect immunity and insecticide resistance may be a possible mechanism in gut bacteria mediated pesticide resistance in <italic>P. xylostella</italic>. For example, recent studies have shown pleiotropic effects of insect immunity on insecticide resistance in the <italic>Anopheles</italic> mosquito (Vontas et al., <xref ref-type="bibr" rid="B43">2005</xref>, <xref ref-type="bibr" rid="B44">2007</xref>), and Vezilier et al. (<xref ref-type="bibr" rid="B41">2013</xref>) reported that the AMP immune genes were increased in the insecticide-resistant mosquito <italic>Culex pipiens</italic> in isogenic lines. The mechanisms underlying these pleiotrophic effects remain unclear, although Rivero et al. (<xref ref-type="bibr" rid="B32">2010</xref>) proposed two possibilities: first, the effects of some genes that participate in immunity (from recognition to signal transduction) may be exploited in insecticide resistance and second, insecticide resistance and insect immunity may interact via trade-offs in resource allocation.</p>
<p>Insecticide resistance and immune response are energetically costly (Moret and Schmid-Hempel, <xref ref-type="bibr" rid="B26">2000</xref>; Rivero et al., <xref ref-type="bibr" rid="B31">2011</xref>). Insecticides damage the immune system of animals, such as decreasing immunocytes in birds exposed to chlorpyrifos (Singh et al., <xref ref-type="bibr" rid="B37">2016</xref>), causing abnormal haemocyte counts in <italic>Apis dorsata</italic> (Perveen and Ahmad, <xref ref-type="bibr" rid="B27">2017</xref>), stimulating cellular and humoral immunity in <italic>Leptinotarsa decemlineata</italic> (Coleoptera) and <italic>Galleria mellonella</italic> (Lepidoptera) (Dubovskiy et al., <xref ref-type="bibr" rid="B12">2013</xref>), and affecting the nuclear factor-&#x003BA;B (NF-&#x003BA;B) that regulates expression of AMPs in <italic>Apis mellifera</italic> (Di et al., <xref ref-type="bibr" rid="B9">2013</xref>). Gut symbioses are known to contribute to development of the insect gut immune system (Kelly et al., <xref ref-type="bibr" rid="B21">2005</xref>; Ryu et al., <xref ref-type="bibr" rid="B33">2010</xref>) and studies have suggested that acetylsalicylic acid modulates the immunity of the <italic>L. dispar</italic> and affect its susceptibility to Bt (Broderick et al., <xref ref-type="bibr" rid="B2">2010</xref>) and vitamin C mitigates cytotoxicity of immunocytes in the <italic>D. melanogaster</italic> (Rajak et al., <xref ref-type="bibr" rid="B29">2017</xref>). Thus, we propose that the gut bacteria, vitamin C and acetylsalicylic acid may prevent or restore damage to the <italic>P. xylostella</italic> immune system caused by insecticides, with this rather than bacterial degradation constituting the mechanism of the acquired resistance.</p>
<p>These results build on our earlier work that showed a causal link between the composition of the gut microbiota and chlorpyrifos resistance in <italic>P. xylostella</italic>. The mechanism mediating insecticide resistance of the gut bacteria remains unclear, however, Firmicutes and immunity appeared to be particularly important. Our studies suggest an interaction between gut microbiota and the insect immune system results in enhanced chemical insecticide resistance, but further studies are needed to support this hypothesis, and to clarify the other roles of the gut bacteria and chemicals used in this study. In conclusion, our study advances the understanding of the evolution of insecticide resistance in <italic>P. xylostella</italic>, and has identified areas of further research to fully elucidate the mechanisms in this species and more generally in other insect species with evolved insecticide resistance.</p>
</sec>
<sec id="s5">
<title>Author contributions</title>
<p>XX and MY designed the project; XX, BS, and MX conducted the experiment; XX, MY, GG, and LV analyzed the data and wrote the paper.</p>
<sec>
<title>Conflict of interest statement</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>Many thanks for the support through the project of the Fellowship of Outstanding PhD Students at Fujian Agriculture and Forestry University (1122Yb010) and the Fund for Distinguished Young Scholars at Fujian Agriculture and Forestry University (XJQ201624).</p>
</ack>
<sec sec-type="supplementary-material" id="s6">
<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/fmicb.2018.00025/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2018.00025/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Image1.JPEG" id="SM1" mimetype="image/jpeg" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Figure S1</label>
<caption><p><italic>P. xylostella</italic> gut bacteria cultured on the plates containing antibiotics. Eb: <italic>Enterobacter</italic> sp., Sm: <italic>Serratia</italic> sp., Ec: <italic>Enterococcus</italic> sp., CK: the plates containing no antibiotics; Antibiotics: plates containing antibiotics with the concentration of 1 mg/mL Ciprofloxacin, 1 mg/mL Levofloxacin, 2 mg/mL Metronidazole.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Image2.JPEG" id="SM2" mimetype="image/jpeg" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Figure S2</label>
<caption><p><italic>P. xylostella</italic> gut content cultured on the plates containing antibiotics. CK: the plates containing no antibiotics; Antibiotics: plates containing antibiotics with the concentration of 1 mg/mL Ciprofloxacin, 1 mg/mL Levofloxacin, 2 mg/mL Metronidazole.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Image3.JPEG" id="SM3" mimetype="image/jpeg" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Figure S3</label>
<caption><p>Gut contents cultured on the plates after the <italic>P. xylostella</italic> were reared with a diet (radish leaves) containing antibiotics. CK: <italic>P. xylostella</italic> reared with no antibiotics; Antibiotics: <italic>P. xylostella</italic> reared with a diet (radish leaves) containing with antibiotics at the concentration of 1 mg/mL Ciprofloxacin, 1 mg/mL Levofloxacin, 2 mg/mL Metronidazole.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Image4.JPEG" id="SM4" mimetype="image/jpeg" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Figure S4</label>
<caption><p>Effect of heat on the <italic>P. xylostella</italic> gut bacteria. Eb: <italic>Enterobacter</italic> sp., Sm: <italic>Serratia</italic> sp., Ec: <italic>Enterococcus</italic> sp., CK: the control with no heat; Heat killed: the bacteria cultured under 70&#x000B0;C for 15 min.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table1.DOC" id="SM5" mimetype="application/msword" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Broderick</surname> <given-names>N. A.</given-names></name> <name><surname>Raffa</surname> <given-names>K. F.</given-names></name> <name><surname>Handelsman</surname> <given-names>J.</given-names></name></person-group> (<year>2006</year>). <article-title>Midgut bacteria required for <italic>Bacillus thuringiensis</italic> insecticidal activity</article-title>. <source>Proc. Natl. Acad. Sci. U.S.A</source>. <volume>103</volume>, <fpage>15196</fpage>&#x02013;<lpage>15199</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0604865103</pub-id><pub-id pub-id-type="pmid">17005725</pub-id></citation></ref>
<ref id="B2">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Broderick</surname> <given-names>N. A.</given-names></name> <name><surname>Raffa</surname> <given-names>K. F.</given-names></name> <name><surname>Handelsman</surname> <given-names>J.</given-names></name></person-group> (<year>2010</year>). <article-title>Chemical modulators of the innate immune response alter gypsy moth larval susceptibility to <italic>Bacillus thuringiensis</italic></article-title>. <source>BMC Microbiol.</source> <volume>10</volume>:<fpage>129</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2180-10-129</pub-id><pub-id pub-id-type="pmid">20423490</pub-id></citation></ref>
<ref id="B3">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Broderick</surname> <given-names>N. A.</given-names></name> <name><surname>Raffa</surname> <given-names>K. F.</given-names></name> <name><surname>Goodman</surname> <given-names>R. M.</given-names></name> <name><surname>Handelsman</surname> <given-names>J.</given-names></name></person-group> (<year>2004</year>). <article-title>Census of the bacterial community of the gypsy moth larval midgut by using culturing and culture-independent methods</article-title>. <source>Appl. Environ. Microb</source>. <volume>70</volume>, <fpage>293</fpage>&#x02013;<lpage>300</lpage>. <pub-id pub-id-type="doi">10.1128/AEM.70.1.293-300.2004</pub-id><pub-id pub-id-type="pmid">14711655</pub-id></citation></ref>
<ref id="B4">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Broderick</surname> <given-names>N.</given-names></name> <name><surname>Goodman</surname> <given-names>R.</given-names></name> <name><surname>Handelsman</surname> <given-names>J.</given-names></name> <name><surname>Raffa</surname> <given-names>K.</given-names></name></person-group> (<year>2003</year>). <article-title>Effect of host diet and insect source on synergy of gypsy moth (Lepidoptera: Lymantriidae) mortality to <italic>Bacillus thuringiensis</italic> subsp. kurstaki by zwittermicin A</article-title>. <source>Environ. Entomol</source>. <volume>32</volume>, <fpage>387</fpage>&#x02013;<lpage>391</lpage>. <pub-id pub-id-type="doi">10.1603/0046-225X-32.2.387</pub-id></citation></ref>
<ref id="B5">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Broderick</surname> <given-names>N.</given-names></name> <name><surname>Robinson</surname> <given-names>C.</given-names></name> <name><surname>McMahon</surname> <given-names>M.</given-names></name> <name><surname>Holt</surname> <given-names>J.</given-names></name> <name><surname>Handelsman</surname> <given-names>J.</given-names></name> <name><surname>Raffa</surname> <given-names>K.</given-names></name></person-group> (<year>2009</year>). <article-title>Contributions of gut bacteria to <italic>Bacillus thuringiensis</italic>-induced mortality vary across a range of Lepidoptera</article-title>. <source>BMC Biol.</source> <volume>7</volume>:<fpage>11</fpage>. <pub-id pub-id-type="doi">10.1186/1741-7007-7-11</pub-id><pub-id pub-id-type="pmid">19261175</pub-id></citation></ref>
<ref id="B6">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cheng</surname> <given-names>D.</given-names></name> <name><surname>Guo</surname> <given-names>Z.</given-names></name> <name><surname>Riegler</surname> <given-names>M.</given-names></name> <name><surname>Xi</surname> <given-names>Z.</given-names></name> <name><surname>Liang</surname> <given-names>G.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2017</year>). <article-title>Gut symbiont enhances insecticide resistance in a significant pest, the oriental fruit fly <italic>Bactrocera dorsalis</italic> (Hendel)</article-title>. <source>Microbiome</source> <volume>5</volume>:<fpage>13</fpage>. <pub-id pub-id-type="doi">10.1186/s40168-017-0236-z</pub-id><pub-id pub-id-type="pmid">28143582</pub-id></citation></ref>
<ref id="B7">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Claria</surname> <given-names>J.</given-names></name> <name><surname>Serhan</surname> <given-names>C. N.</given-names></name></person-group> (<year>1995</year>). <article-title>Aspirin triggers previously undescribed bioactive eicosanoids by human endothelial cell-leukocyte interactions</article-title>. <source>Proc. Natl. Acad. Sci. U.S.A</source>. <volume>92</volume>, <fpage>9475</fpage>&#x02013;<lpage>9479</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.92.21.9475</pub-id><pub-id pub-id-type="pmid">7568157</pub-id></citation></ref>
<ref id="B8">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Denman</surname> <given-names>S. E.</given-names></name> <name><surname>Mcsweeney</surname> <given-names>C. S.</given-names></name></person-group> (<year>2006</year>). <article-title>Development of a real-time PCR assay for monitoring anaerobic fungal and cellulolytic bacterial populations within the rumen</article-title>. <source>FEMS Microbiol. Ecol.</source> <volume>58</volume>, <fpage>572</fpage>&#x02013;<lpage>582</lpage>. <pub-id pub-id-type="doi">10.1111/j.1574-6941.2006.00190.x</pub-id><pub-id pub-id-type="pmid">17117998</pub-id></citation></ref>
<ref id="B9">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Di</surname> <given-names>P. G.</given-names></name> <name><surname>Cavaliere</surname> <given-names>V.</given-names></name> <name><surname>Annoscia</surname> <given-names>D.</given-names></name> <name><surname>Varricchio</surname> <given-names>P.</given-names></name> <name><surname>Caprio</surname> <given-names>E.</given-names></name> <name><surname>Nazzi</surname> <given-names>F.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Neonicotinoid clothianidin adversely affects insect immunity and promotes replication of a viral pathogen in honey bees</article-title>. <source>Proc. Natl. Acad. Sci. U.S.A.</source> <volume>110</volume>, <fpage>18466</fpage>&#x02013;<lpage>18471</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1314923110</pub-id></citation></ref>
<ref id="B10">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dillon</surname> <given-names>R. J.</given-names></name> <name><surname>Vennard</surname> <given-names>C. T.</given-names></name> <name><surname>Buckling</surname> <given-names>A.</given-names></name> <name><surname>Charnley</surname> <given-names>A. K.</given-names></name></person-group> (<year>2005</year>). <article-title>Diversity of locust gut bacteria protects against pathogen invasion</article-title>. <source>Ecol. Lett.</source> <volume>8</volume>, <fpage>1291</fpage>&#x02013;<lpage>1298</lpage>. <pub-id pub-id-type="doi">10.1111/j.1461-0248.2005.00828.x</pub-id></citation></ref>
<ref id="B11">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dong</surname> <given-names>Y.</given-names></name> <name><surname>Manfredini</surname> <given-names>F.</given-names></name> <name><surname>Dimopoulos</surname> <given-names>G.</given-names></name></person-group> (<year>2009</year>). <article-title>Implication of the mosquito midgut microbiota in the defense against malaria parasites</article-title>. <source>PLoS Pathog.</source> <volume>5</volume>:<fpage>e1000423</fpage>. <pub-id pub-id-type="doi">10.1371/journal.ppat.1000423</pub-id><pub-id pub-id-type="pmid">19424427</pub-id></citation></ref>
<ref id="B12">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dubovskiy</surname> <given-names>I. M.</given-names></name> <name><surname>Yaroslavtseva</surname> <given-names>O. N.</given-names></name> <name><surname>Kryukov</surname> <given-names>V. Y.</given-names></name> <name><surname>Benkovskaya</surname> <given-names>G. V.</given-names></name> <name><surname>Glupov</surname> <given-names>V. V.</given-names></name></person-group> (<year>2013</year>). <article-title>An increase in the immune system activity of the wax moth <italic>Galleria mellonella</italic>, and of the colorado potato beetle <italic>Leptinotarsa decemlineata</italic>, under effect of organophosphorus insecticide</article-title>. <source>Zh. Evol. Biokhim. Fiziol.</source> <volume>49</volume>, <fpage>428</fpage>&#x02013;<lpage>432</lpage>. <pub-id pub-id-type="doi">10.1134/S0022093013060066</pub-id><pub-id pub-id-type="pmid">25490848</pub-id></citation></ref>
<ref id="B13">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>El-Gendy</surname> <given-names>K. S.</given-names></name> <name><surname>Aly</surname> <given-names>N. M.</given-names></name> <name><surname>Mahmoud</surname> <given-names>F. H.</given-names></name> <name><surname>Kenawy</surname> <given-names>A.</given-names></name> <name><surname>El-Sebae</surname> <given-names>A. K. H.</given-names></name></person-group> (<year>2010</year>). <article-title>The role of vitamin C as antioxidant in protection of oxidative stress induced by imidacloprid</article-title>. <source>Food Chem. Toxicol.</source> <volume>48</volume>, <fpage>215</fpage>&#x02013;<lpage>221</lpage>. <pub-id pub-id-type="doi">10.1016/j.fct.2009.10.003</pub-id><pub-id pub-id-type="pmid">19833166</pub-id></citation></ref>
<ref id="B14">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Engel</surname> <given-names>P.</given-names></name> <name><surname>Moran</surname> <given-names>N. A.</given-names></name></person-group> (<year>2013</year>). <article-title>The gut microbiota of insects-diversity in structure and function</article-title>. <source>FEMS Microbiol. Rev.</source> <volume>37</volume>, <fpage>699</fpage>&#x02013;<lpage>735</lpage>. <pub-id pub-id-type="doi">10.1111/1574-6976.12025</pub-id><pub-id pub-id-type="pmid">23692388</pub-id></citation></ref>
<ref id="B15">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Engel</surname> <given-names>P.</given-names></name> <name><surname>Martinson</surname> <given-names>V. G.</given-names></name> <name><surname>Moran</surname> <given-names>N. A.</given-names></name></person-group> (<year>2012</year>). <article-title>Functional diversity within the simple gut microbiota of the honey bee</article-title>. <source>Proc. Natl. Acad. Sci. U.S.A</source>. <volume>109</volume>, <fpage>11002</fpage>&#x02013;<lpage>11007</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1202970109</pub-id><pub-id pub-id-type="pmid">22711827</pub-id></citation></ref>
<ref id="B16">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ericsson</surname> <given-names>J. D.</given-names></name> <name><surname>Janmaat</surname> <given-names>A. F.</given-names></name> <name><surname>Lowenberger</surname> <given-names>C.</given-names></name> <name><surname>Myers</surname> <given-names>J. H.</given-names></name></person-group> (<year>2009</year>). <article-title>Is decreased generalized immunity a cost of Bt resistance in cabbage loopers <italic>Trichoplusia ni</italic>?</article-title> <source>J. Invertebr. Pathol.</source> <volume>100</volume>, <fpage>61</fpage>&#x02013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1016/j.jip.2008.10.007</pub-id><pub-id pub-id-type="pmid">19026655</pub-id></citation></ref>
<ref id="B17">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Frankenhuyzen</surname> <given-names>K.</given-names></name> <name><surname>Liu</surname> <given-names>Y.</given-names></name> <name><surname>Tonon</surname> <given-names>A.</given-names></name></person-group> (<year>2010</year>). <article-title>Interactions between <italic>Bacillus thuringiensis</italic> subsp. kurstaki HD-1 and midgut bacteria in larvae of gypsy moth and spruce budworm</article-title>. <source>J. invertebr. Pathol</source>. <volume>103</volume>, <fpage>124</fpage>&#x02013;<lpage>131</lpage>. <pub-id pub-id-type="doi">10.1016/j.jip.2009.12.008</pub-id><pub-id pub-id-type="pmid">20035766</pub-id></citation></ref>
<ref id="B18">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hardie</surname> <given-names>L.</given-names></name> <name><surname>Fletcher</surname> <given-names>T.</given-names></name> <name><surname>Secombes</surname> <given-names>C.</given-names></name></person-group> (<year>1991</year>). <article-title>The effect of dietary vitamin C on the immune response of the Atlantic salmon (Salmo salar L.)</article-title>. <source>Aquaculture</source> <volume>95</volume>, <fpage>201</fpage>&#x02013;<lpage>214</lpage>. <pub-id pub-id-type="doi">10.1016/0044-8486(91)90087-N</pub-id></citation></ref>
<ref id="B19">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hern&#x000E1;ndez-Mart&#x000ED;nez</surname> <given-names>P.</given-names></name> <name><surname>Naseri</surname> <given-names>B.</given-names></name> <name><surname>Navarro-Cerrillo</surname> <given-names>G.</given-names></name> <name><surname>Escriche</surname> <given-names>B.</given-names></name> <name><surname>Ferr&#x000E9;</surname> <given-names>J.</given-names></name> <name><surname>Herrero</surname> <given-names>S.</given-names></name></person-group> (<year>2010</year>). <article-title>Increase in midgut microbiota load induces an apparent immune priming and increases tolerance to Bacillus thuringiensis</article-title>. <source>Environ. Microbiol.</source> <volume>12</volume>, <fpage>2730</fpage>&#x02013;<lpage>2737</lpage>. <pub-id pub-id-type="doi">10.1111/j.1462-2920.2010.02241.x</pub-id><pub-id pub-id-type="pmid">20482744</pub-id></citation></ref>
<ref id="B20">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Johnston</surname> <given-names>P. R.</given-names></name> <name><surname>Crickmore</surname> <given-names>N.</given-names></name></person-group> (<year>2009</year>). <article-title>Gut bacteria are not required for the insecticidal activity of <italic>Bacillus thuringiensis</italic> toward the tobacco hornworm, <italic>Manduca sexta</italic></article-title>. <source>Appl. Environ. Microbiol.</source> <volume>75</volume>, <fpage>5094</fpage>&#x02013;<lpage>5099</lpage>. <pub-id pub-id-type="doi">10.1128/AEM.00966-09</pub-id></citation></ref>
<ref id="B21">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kelly</surname> <given-names>D.</given-names></name> <name><surname>Conway</surname> <given-names>S.</given-names></name> <name><surname>Aminov</surname> <given-names>R.</given-names></name></person-group> (<year>2005</year>). <article-title>Commensal gut bacteria: mechanisms of immune modulation</article-title>. <source>Trends Immunol.</source> <volume>26</volume>, <fpage>326</fpage>&#x02013;<lpage>333</lpage>. <pub-id pub-id-type="doi">10.1016/j.it.2005.04.008</pub-id><pub-id pub-id-type="pmid">15922949</pub-id></citation></ref>
<ref id="B22">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kikuchi</surname> <given-names>Y.</given-names></name> <name><surname>Yumoto</surname> <given-names>I.</given-names></name></person-group> (<year>2013</year>). <article-title>Efficient colonization of the bean bug <italic>Riptortus pedestris</italic> by an environmentally transmitted burkholderia symbiont</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>79</volume>, <fpage>2088</fpage>&#x02013;<lpage>2091</lpage>. <pub-id pub-id-type="doi">10.1128/AEM.03299-12</pub-id><pub-id pub-id-type="pmid">23291548</pub-id></citation></ref>
<ref id="B23">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kikuchi</surname> <given-names>Y.</given-names></name> <name><surname>Hayatsu</surname> <given-names>M.</given-names></name> <name><surname>Hosokawa</surname> <given-names>T.</given-names></name> <name><surname>Nagayama</surname> <given-names>A.</given-names></name> <name><surname>Tago</surname> <given-names>K.</given-names></name> <name><surname>Fukatsu</surname> <given-names>T.</given-names></name></person-group> (<year>2012</year>). <article-title>Symbiont-mediated insecticide resistance</article-title>. <source>Proc. Natl. Acad. Sci. U.S.A.</source> <volume>109</volume>, <fpage>8618</fpage>&#x02013;<lpage>8622</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1200231109</pub-id><pub-id pub-id-type="pmid">22529384</pub-id></citation></ref>
<ref id="B24">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>McLean</surname> <given-names>A. H. C.</given-names></name> <name><surname>Asch</surname> <given-names>M.</given-names></name> <name><surname>Ferrari</surname> <given-names>J.</given-names></name> <name><surname>Godfray</surname> <given-names>H. C. J.</given-names></name></person-group> (<year>2011</year>). <article-title>Effects of bacterial secondary symbionts on host plant use in pea aphids</article-title>. <source>Proc. Biol. Sci.</source> <volume>278</volume>, <fpage>760</fpage>&#x02013;<lpage>766</lpage>. <pub-id pub-id-type="doi">10.1098/rspb.2010.1654</pub-id><pub-id pub-id-type="pmid">20843842</pub-id></citation></ref>
<ref id="B25">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Molina-Cruz</surname> <given-names>A.</given-names></name> <name><surname>DeJong</surname> <given-names>R. J.</given-names></name> <name><surname>Charles</surname> <given-names>B.</given-names></name> <name><surname>Gupta</surname> <given-names>L.</given-names></name> <name><surname>Kumar</surname> <given-names>S.</given-names></name> <name><surname>Jaramillo-Gutierrez</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2008</year>). <article-title>Reactive oxygen species modulate <italic>Anopheles gambiae</italic> immunity against bacteria and plasmodium</article-title>. <source>J. Biol. Chem.</source> <volume>283</volume>, <fpage>3217</fpage>&#x02013;<lpage>3223</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M705873200</pub-id><pub-id pub-id-type="pmid">18065421</pub-id></citation></ref>
<ref id="B26">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moret</surname> <given-names>Y.</given-names></name> <name><surname>Schmid-Hempel</surname> <given-names>P.</given-names></name></person-group> (<year>2000</year>). <article-title>Survival for immunity: the price of immune system activation for bumblebee workers</article-title>. <source>Science</source> <volume>290</volume>, <fpage>1166</fpage>&#x02013;<lpage>1168</lpage>. <pub-id pub-id-type="doi">10.1126/science.290.5494.1166</pub-id><pub-id pub-id-type="pmid">11073456</pub-id></citation></ref>
<ref id="B27">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Perveen</surname> <given-names>N.</given-names></name> <name><surname>Ahmad</surname> <given-names>M.</given-names></name></person-group> (<year>2017</year>). <article-title>Toxicity of some insecticides to the haemocytes of giant honeybee, <italic>Apis dorsata</italic> F. under laboratory conditions</article-title>. <source>Saudi J. Biol. Sci</source>. <volume>24</volume>, <fpage>1016</fpage>&#x02013;<lpage>1022</lpage>. <pub-id pub-id-type="doi">10.1016/j.sjbs.2016.12.011</pub-id><pub-id pub-id-type="pmid">28663697</pub-id></citation></ref>
<ref id="B28">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Possemiers</surname> <given-names>S.</given-names></name> <name><surname>Bolca</surname> <given-names>S.</given-names></name> <name><surname>Verstraete</surname> <given-names>W.</given-names></name> <name><surname>Heyerick</surname> <given-names>A.</given-names></name></person-group> (<year>2011</year>). <article-title>The intestinal microbiome: a separate organ inside the body with the metabolic potential to influence the bioactivity of botanicals</article-title>. <source>Fitoterapia</source> <volume>82</volume>, <fpage>53</fpage>&#x02013;<lpage>66</lpage>. <pub-id pub-id-type="doi">10.1016/j.fitote.2010.07.012</pub-id><pub-id pub-id-type="pmid">20655994</pub-id></citation></ref>
<ref id="B29">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rajak</surname> <given-names>P.</given-names></name> <name><surname>Dutta</surname> <given-names>M.</given-names></name> <name><surname>Khatun</surname> <given-names>S.</given-names></name> <name><surname>Mandi</surname> <given-names>M.</given-names></name> <name><surname>Roy</surname> <given-names>S.</given-names></name></person-group> (<year>2017</year>). <article-title>Exploring hazards of acute exposure of acephate in <italic>Drosophila melanogaster</italic> and search for L-ascorbic acid mediated defense in it</article-title>. <source>J. Hazard. Mater.</source> <volume>321</volume>, <fpage>690</fpage>&#x02013;<lpage>702</lpage>. <pub-id pub-id-type="doi">10.1016/j.jhazmat.2016.09.067</pub-id><pub-id pub-id-type="pmid">27701059</pub-id></citation></ref>
<ref id="B30">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Raymond</surname> <given-names>B.</given-names></name> <name><surname>Johnston</surname> <given-names>P. R.</given-names></name> <name><surname>Wright</surname> <given-names>D. J.</given-names></name> <name><surname>Ellis</surname> <given-names>R. J.</given-names></name> <name><surname>Crickmore</surname> <given-names>N.</given-names></name> <name><surname>Bonsall</surname> <given-names>M. B.</given-names></name></person-group> (<year>2009</year>). <article-title>A mid-gut microbiota is not required for the pathogenicity of <italic>Bacillus thuringiensis</italic> to diamondback moth larvae</article-title>. <source>Environ. Microbiol.</source> <volume>11</volume>, <fpage>2556</fpage>&#x02013;<lpage>2563</lpage>. <pub-id pub-id-type="doi">10.1111/j.1462-2920.2009.01980.x</pub-id></citation></ref>
<ref id="B31">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rivero</surname> <given-names>A.</given-names></name> <name><surname>Magaud</surname> <given-names>A.</given-names></name> <name><surname>Nicot</surname> <given-names>A.</given-names></name> <name><surname>Vezilier</surname> <given-names>J.</given-names></name></person-group> (<year>2011</year>). <article-title>Energetic cost of insecticide resistance in <italic>Culex pipiens</italic> mosquitoes</article-title>. <source>J. Med. Entomol.</source> <volume>48</volume>, <fpage>694</fpage>&#x02013;<lpage>700</lpage>. <pub-id pub-id-type="doi">10.1603/ME10121</pub-id><pub-id pub-id-type="pmid">21661333</pub-id></citation></ref>
<ref id="B32">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rivero</surname> <given-names>A.</given-names></name> <name><surname>Vezilier</surname> <given-names>J.</given-names></name> <name><surname>Weill</surname> <given-names>M.</given-names></name> <name><surname>Read</surname> <given-names>A. F.</given-names></name> <name><surname>Gandon</surname> <given-names>S.</given-names></name></person-group> (<year>2010</year>). <article-title>Insecticide control of vector-borne diseases: when is insecticide resistance a problem?</article-title> <source>PLoS Pathog.</source> <volume>6</volume>:<fpage>e1001000</fpage>. <pub-id pub-id-type="doi">10.1371/journal.ppat.1001000</pub-id><pub-id pub-id-type="pmid">20700451</pub-id></citation></ref>
<ref id="B33">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ryu</surname> <given-names>J. H.</given-names></name> <name><surname>Ha</surname> <given-names>E. M.</given-names></name> <name><surname>Lee</surname> <given-names>W. J.</given-names></name></person-group> (<year>2010</year>). <article-title>Innate immunity and gut&#x02013;microbe mutualism in Drosophila</article-title>. <source>Dev. Comp. Immunol.</source> <volume>34</volume>, <fpage>369</fpage>&#x02013;<lpage>376</lpage>. <pub-id pub-id-type="doi">10.1016/j.dci.2009.11.010</pub-id><pub-id pub-id-type="pmid">19958789</pub-id></citation></ref>
<ref id="B34">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ryu</surname> <given-names>J. H.</given-names></name> <name><surname>Kim</surname> <given-names>S. H.</given-names></name> <name><surname>Lee</surname> <given-names>H. Y.</given-names></name> <name><surname>Bai</surname> <given-names>J. Y.</given-names></name> <name><surname>Nam</surname> <given-names>Y. D.</given-names></name> <name><surname>Bae</surname> <given-names>J. W.</given-names></name> <etal/></person-group>. (<year>2008</year>). <article-title>Innate immune homeostasis by the homeobox gene caudal and commensal-gut mutualism in Drosophila</article-title>. <source>Science</source> <volume>319</volume>, <fpage>777</fpage>&#x02013;<lpage>782</lpage>. <pub-id pub-id-type="doi">10.1126/science.1149357</pub-id><pub-id pub-id-type="pmid">18218863</pub-id></citation></ref>
<ref id="B35">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sharon</surname> <given-names>G.</given-names></name> <name><surname>Segal</surname> <given-names>D.</given-names></name> <name><surname>Ringo</surname> <given-names>J. M.</given-names></name> <name><surname>Hefetz</surname> <given-names>A.</given-names></name> <name><surname>Zilber-Rosenberg</surname> <given-names>I.</given-names></name> <name><surname>Rosenberg</surname> <given-names>E.</given-names></name></person-group> (<year>2010</year>). <article-title>Commensal bacteria play a role in mating preference of <italic>Drosophila melanogaster</italic></article-title>. <source>Proc. Natl. Acad. Sci. U.S.A.</source> <volume>107</volume>, <fpage>20051</fpage>&#x02013;<lpage>20056</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1009906107</pub-id><pub-id pub-id-type="pmid">21041648</pub-id></citation></ref>
<ref id="B36">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Singh</surname> <given-names>B. K.</given-names></name> <name><surname>Walker</surname> <given-names>A.</given-names></name> <name><surname>Morgan</surname> <given-names>J. A.</given-names></name> <name><surname>Wright</surname> <given-names>D. J.</given-names></name></person-group> (<year>2004</year>). <article-title>Biodegradation of chlorpyrifos by Enterobacter strain B-14 and its use in bioremediation of contaminated soils</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>70</volume>, <fpage>4855</fpage>&#x02013;<lpage>4863</lpage>. <pub-id pub-id-type="doi">10.1128/AEM.70.8.4855-4863.2004</pub-id><pub-id pub-id-type="pmid">15294824</pub-id></citation></ref>
<ref id="B37">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Singh</surname> <given-names>P. P.</given-names></name> <name><surname>Kumar</surname> <given-names>A.</given-names></name> <name><surname>Chauhan</surname> <given-names>R. S.</given-names></name> <name><surname>Pankaj</surname> <given-names>P. K.</given-names></name></person-group> (<year>2016</year>). <article-title>How safe is the use of chlorpyrifos: revelations through its effect on layer birds</article-title>. <source>Vet. World</source> <volume>9</volume>, <fpage>753</fpage>&#x02013;<lpage>758</lpage>. <pub-id pub-id-type="doi">10.14202/vetworld.2016.753-758</pub-id><pub-id pub-id-type="pmid">27536038</pub-id></citation></ref>
<ref id="B38">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stanley</surname> <given-names>D. W.</given-names></name> <name><surname>Miller</surname> <given-names>J. S.</given-names></name></person-group> (<year>2006</year>). <article-title>Eicosanoid actions in insect cellular immune functions</article-title>. <source>Entomol. Exp. Appl.</source> <volume>119</volume>, <fpage>1</fpage>&#x02013;<lpage>13</lpage>. <pub-id pub-id-type="doi">10.1111/j.1570-7458.2006.00406.x</pub-id></citation></ref>
<ref id="B39">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Talekar</surname> <given-names>N. S.</given-names></name> <name><surname>Shelton</surname> <given-names>A. M.</given-names></name></person-group> (<year>1993</year>). <article-title>Biology, ecology, and management of the diamondback moth</article-title>. <source>Annu. Rev. Entomol.</source> <volume>38</volume>, <fpage>275</fpage>&#x02013;<lpage>301</lpage>. <pub-id pub-id-type="doi">10.1146/annurev.en.38.010193.001423</pub-id></citation></ref>
<ref id="B40">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tang</surname> <given-names>X.</given-names></name> <name><surname>Freitak</surname> <given-names>D.</given-names></name> <name><surname>Vogel</surname> <given-names>H.</given-names></name> <name><surname>Ping</surname> <given-names>L.</given-names></name> <name><surname>Shao</surname> <given-names>Y.</given-names></name> <name><surname>Cordero</surname> <given-names>E. A.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Complexity and variability of gut commensal microbiota in polyphagous lepidopteran larvae</article-title>. <source>PLoS ONE</source> <volume>7</volume>:<fpage>e36978</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0036978</pub-id><pub-id pub-id-type="pmid">22815679</pub-id></citation></ref>
<ref id="B41">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vezilier</surname> <given-names>J.</given-names></name> <name><surname>Nicot</surname> <given-names>A.</given-names></name> <name><surname>Lorgeril</surname> <given-names>J.</given-names></name> <name><surname>Gandon</surname> <given-names>S.</given-names></name> <name><surname>Rivero</surname> <given-names>A.</given-names></name></person-group> (<year>2013</year>). <article-title>The impact of insecticide resistance on <italic>Culex pipiens</italic> immunity</article-title>. <source>Evol. Appl.</source> <volume>6</volume>, <fpage>497</fpage>&#x02013;<lpage>509</lpage>. <pub-id pub-id-type="doi">10.1111/eva.12037</pub-id><pub-id pub-id-type="pmid">23745141</pub-id></citation></ref>
<ref id="B42">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vilanova</surname> <given-names>C.</given-names></name> <name><surname>Baixeras</surname> <given-names>J.</given-names></name> <name><surname>Latorre</surname> <given-names>A.</given-names></name> <name><surname>Porcar</surname> <given-names>M.</given-names></name></person-group> (<year>2016</year>). <article-title>The generalist inside the specialist: gut bacterial communities of two insect species feeding on toxic plants are dominated by <italic>Enterococcus</italic> sp</article-title>. <source>Front. Microbiol.</source> <volume>7</volume>:<fpage>1005</fpage>. <pub-id pub-id-type="doi">10.3389/fmicb.2016.01005</pub-id><pub-id pub-id-type="pmid">27446044</pub-id></citation></ref>
<ref id="B43">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vontas</surname> <given-names>J.</given-names></name> <name><surname>Blass</surname> <given-names>C.</given-names></name> <name><surname>Koutsos</surname> <given-names>A. C.</given-names></name> <name><surname>David</surname> <given-names>J. P.</given-names></name> <name><surname>Kafatos</surname> <given-names>F. C.</given-names></name> <name><surname>Louis</surname> <given-names>C.</given-names></name> <etal/></person-group>. (<year>2005</year>). <article-title>Gene expression in insecticide resistant and susceptible <italic>Anopheles gambiae</italic> strains constitutively or after insecticide exposure</article-title>. <source>Insect Mol. Biol.</source> <volume>14</volume>, <fpage>509</fpage>&#x02013;<lpage>521</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2583.2005.00582.x</pub-id></citation></ref>
<ref id="B44">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vontas</surname> <given-names>J.</given-names></name> <name><surname>David</surname> <given-names>J. P.</given-names></name> <name><surname>Nikou</surname> <given-names>D.</given-names></name> <name><surname>Hemingway</surname> <given-names>J.</given-names></name> <name><surname>Christophides</surname> <given-names>G. K.</given-names></name> <name><surname>Louis</surname> <given-names>C.</given-names></name> <etal/></person-group>. (<year>2007</year>). <article-title>Transcriptional analysis of insecticide resistance in <italic>Anopheles stephensi</italic> using cross-species microarray hybridization</article-title>. <source>Insect Mol. Biol.</source> <volume>16</volume>, <fpage>315</fpage>&#x02013;<lpage>324</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2583.2007.00728.x</pub-id><pub-id pub-id-type="pmid">17433071</pub-id></citation></ref>
<ref id="B45">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Warnecke</surname> <given-names>F.</given-names></name> <name><surname>Luginb&#x000FC;hl</surname> <given-names>P.</given-names></name> <name><surname>Ivanova</surname> <given-names>N.</given-names></name> <name><surname>Ghassemian</surname> <given-names>M.</given-names></name> <name><surname>Richardson</surname> <given-names>T. H.</given-names></name> <name><surname>Stege</surname> <given-names>J. T.</given-names></name> <etal/></person-group>. (<year>2007</year>). <article-title>Metagenomic and functional analysis of hindgut microbiota of a wood-feeding higher termite</article-title>. <source>Nature</source> <volume>450</volume>, <fpage>560</fpage>&#x02013;<lpage>565</lpage>. <pub-id pub-id-type="doi">10.1038/nature06269</pub-id><pub-id pub-id-type="pmid">18033299</pub-id></citation></ref>
<ref id="B46">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xia</surname> <given-names>X.</given-names></name> <name><surname>Gurr</surname> <given-names>G. M.</given-names></name> <name><surname>Vasseur</surname> <given-names>L.</given-names></name> <name><surname>Zheng</surname> <given-names>D.</given-names></name> <name><surname>Zhong</surname> <given-names>H.</given-names></name> <name><surname>Qin</surname> <given-names>B.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Metagenomic sequencing of diamondback moth gut microbiome unveils key holobiont adaptations for herbivory</article-title>. <source>Front. Microbiol.</source> <volume>8</volume>:<fpage>663</fpage>. <pub-id pub-id-type="doi">10.3389/fmicb.2017.00663</pub-id><pub-id pub-id-type="pmid">28491055</pub-id></citation></ref>
<ref id="B47">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xia</surname> <given-names>X.</given-names></name> <name><surname>Yu</surname> <given-names>L.</given-names></name> <name><surname>Xue</surname> <given-names>M.</given-names></name> <name><surname>Yu</surname> <given-names>X.</given-names></name> <name><surname>Vasseur</surname> <given-names>L.</given-names></name> <name><surname>Gurr</surname> <given-names>G. M.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Genome-wide characterization and expression profiling of immune genes in the diamondback moth, <italic>Plutella xylostella</italic> (L.)</article-title>. <source>Sci. Rep.</source> <volume>5</volume>:<fpage>9877</fpage>. <pub-id pub-id-type="doi">10.1038/srep09877</pub-id><pub-id pub-id-type="pmid">25943446</pub-id></citation></ref>
<ref id="B48">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xia</surname> <given-names>X.</given-names></name> <name><surname>Zheng</surname> <given-names>D.</given-names></name> <name><surname>Zhong</surname> <given-names>H.</given-names></name> <name><surname>Qin</surname> <given-names>B.</given-names></name> <name><surname>Gurr</surname> <given-names>G. M.</given-names></name> <name><surname>Vasseur</surname> <given-names>L.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>DNA Sequencing reveals the midgut microbiota of diamondback moth, <italic>Plutella xylostella</italic> (L.) and a possible relationship with insecticide resistance</article-title>. <source>PLoS ONE</source> <volume>8</volume>:<fpage>e68852</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0068852</pub-id><pub-id pub-id-type="pmid">23894355</pub-id></citation></ref>
<ref id="B49">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xie</surname> <given-names>H.</given-names></name> <name><surname>Zhu</surname> <given-names>L. S.</given-names></name> <name><surname>Wang</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>X. G.</given-names></name> <name><surname>Liu</surname> <given-names>W.</given-names></name> <name><surname>Qian</surname> <given-names>B.</given-names></name> <etal/></person-group>. (<year>2005</year>). <article-title>Enzymatic degradation of organophosphorus insecticide chlorpyrifos by fungus WZ-I</article-title>. <source>Environ. Sci.</source> <volume>26</volume>, <fpage>164</fpage>&#x02013;<lpage>168</lpage>. <pub-id pub-id-type="pmid">16447452</pub-id></citation></ref>
<ref id="B50">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>G.</given-names></name> <name><surname>Li</surname> <given-names>Y.</given-names></name> <name><surname>Wei</surname> <given-names>Z.</given-names></name> <name><surname>Xiang</surname> <given-names>P.</given-names></name> <name><surname>Wen</surname> <given-names>L.</given-names></name> <name><surname>Yan</surname> <given-names>Y.</given-names></name></person-group> (<year>2007</year>). <article-title>Mineralization of chlorpyrifos by co-culture of <italic>Serratia</italic> and <italic>Trichosporon</italic> spp</article-title>. <source>Biotechnol. Lett.</source> <volume>29</volume>, <fpage>1469</fpage>&#x02013;<lpage>1473</lpage>. <pub-id pub-id-type="doi">10.1007/s10529-007-9444-0</pub-id><pub-id pub-id-type="pmid">17609859</pub-id></citation></ref>
<ref id="B51">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>You</surname> <given-names>M.</given-names></name> <name><surname>Yue</surname> <given-names>Z.</given-names></name> <name><surname>He</surname> <given-names>W.</given-names></name> <name><surname>Yang</surname> <given-names>X.</given-names></name> <name><surname>Yang</surname> <given-names>G.</given-names></name> <name><surname>Xie</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>A heterozygous moth genome provides insights into herbivory and detoxification</article-title>. <source>Nat. Genet.</source> <volume>45</volume>, <fpage>220</fpage>&#x02013;<lpage>225</lpage>. <pub-id pub-id-type="doi">10.1038/ng.2524</pub-id><pub-id pub-id-type="pmid">23313953</pub-id></citation></ref>
<ref id="B52">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zalucki</surname> <given-names>M. P.</given-names></name> <name><surname>Shabbir</surname> <given-names>A.</given-names></name> <name><surname>Silva</surname> <given-names>R.</given-names></name> <name><surname>Adamson</surname> <given-names>D.</given-names></name> <name><surname>Liu</surname> <given-names>S. S.</given-names></name> <name><surname>Furlong</surname> <given-names>M. J.</given-names></name></person-group> (<year>2012</year>). <article-title>Estimating the economic cost of one of the world&#x00027;s major insect pests, <italic>Plutella xylostella</italic> (<italic>Lepidoptera: Plutellidae</italic>): just how long is a piece of string?</article-title> <source>J. Econ. Entomol.</source> <volume>105</volume>, <fpage>1115</fpage>&#x02013;<lpage>1129</lpage>. <pub-id pub-id-type="doi">10.1603/EC12107</pub-id><pub-id pub-id-type="pmid">22928287</pub-id></citation></ref>
<ref id="B53">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zilber-Rosenberg</surname> <given-names>I.</given-names></name> <name><surname>Rosenberg</surname> <given-names>E.</given-names></name></person-group> (<year>2008</year>). <article-title>Role of microorganisms in the evolution of animals and plants: the hologenome theory of evolution</article-title>. <source>FEMS Microbiol. Rev.</source> <volume>32</volume>, <fpage>723</fpage>&#x02013;<lpage>735</lpage>. <pub-id pub-id-type="doi">10.1111/j.1574-6976.2008.00123.x</pub-id><pub-id pub-id-type="pmid">18549407</pub-id></citation></ref>
</ref-list>
<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This work was supported by the project of the National Natural Science Foundation of China (Nos. 31501639, 31230061 and 31320103922).</p>
</fn>
</fn-group>
</back>
</article>