<?xml version="1.0" encoding="utf-8"?>
<!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" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Sustain. Food Syst.</journal-id>
<journal-title>Frontiers in Sustainable Food Systems</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Sustain. Food Syst.</abbrev-journal-title>
<issn pub-type="epub">2571-581X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fsufs.2024.1523123</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Sustainable Food Systems</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Multi-generational adaptation to <italic>Solanum nigrum</italic> increases reproduction and decreases microbial diversity of <italic>Aphis gossypii</italic></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes"><name><surname>Wang</surname> <given-names>Peng</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes"><name><surname>Jing</surname> <given-names>Yu-Xi</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author"><name><surname>Ma</surname> <given-names>Ya-Jie</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author"><name><surname>Wang</surname> <given-names>Dan</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author"><name><surname>Shan</surname> <given-names>Yong-Pan</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author"><name><surname>Hu</surname> <given-names>Hongyan</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2694101/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author"><name><surname>Wu</surname> <given-names>Changcai</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2141814/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author"><name><surname>Song</surname> <given-names>Xian-Peng</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Ren</surname> <given-names>Xiangliang</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="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2887212/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Ma</surname> <given-names>Yan</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="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2017482/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Ma</surname> <given-names>Xiaoyan</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="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1300869/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Research Base of Zhengzhou University, State Key Laboratory of Cotton Bio-Breeding and Integrated Utilization, School of Agricultural Sciences, Zhengzhou University</institution>, <addr-line>Zhengzhou</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>State Key Laboratory of Cotton Bio-Breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences</institution>, <addr-line>Anyang</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Western Agricultural Research Center, Chinese Academy of Agricultural Sciences</institution>, <addr-line>Changji</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Liming Ye, Ghent University, Belgium</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Sarah Nanyiti, National Crops Resources Research Institute (NaCRRI), Uganda: Kun Xue, Minzu University of China, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Xiangliang Ren, <email>renxiangliang@caas.cn</email>; Yan Ma, <email>aymayan@126.com</email>; Xiaoyan Ma, <email>maxy_caas@126.com</email></corresp>
<fn fn-type="equal" id="fn0001"><p><sup>&#x2020;</sup>These authors share first authorship</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>8</volume>
<elocation-id>1523123</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>12</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Wang, Jing, Ma, Wang, Shan, Hu, Wu, Song, Ren, Ma and Ma.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Wang, Jing, Ma, Wang, Shan, Hu, Wu, Song, Ren, Ma and Ma</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p><italic>Aphis gossypii</italic> Glover (Hemiptera: Aphididae) causes considerable damage to crop yields globally. <italic>Solanum nigrum</italic> (Solanales: Solanaceae), an annual malignant weed, serves as a crucial weed host for <italic>A. gossypii</italic>. However, the potential mechanisms by which <italic>A. gossypii</italic> adapts to different hosts during the transition between crops, such as <italic>Gossypium hirsutum</italic> (Malvales: Malvaceae) and <italic>S. nigrum</italic> remain elusive. We calculated the life table parameters of <italic>A. gossypii</italic> after rearing on <italic>S. nigrum</italic> for ten generations. The fifth generation of <italic>A. gossypii</italic> (T5) exhibited the strongest adaptability to <italic>S. nigrum</italic>, demonstrating notably higher values of <italic>r</italic> (intrinsic rate of increase), <italic>&#x03BB;</italic> (finite rate of increase), and fecundity compared to the first generation of <italic>A. gossypii</italic> (T1). Upon retransferring T1, T5, and the tenth generation of <italic>A. gossypii</italic> (T10) were retransferred to <italic>G. hirsutum</italic> (designated as T1-M, T5-M, and T10-M, respectively), the T5-M showed superior <italic>r</italic>, <italic>&#x03BB;</italic>, and fecundity compared to both T1-M and T10-M. 16S rRNA sequencing and qPCR analyses indicated a significant decrease in the diversity of the symbiotic bacterial community in both T5 and T10. Notably, <italic>Buchnera</italic> and <italic>Arsenophonus</italic> were two dominant symbiotic bacteria related to metabolism and host adaptability in <italic>A. gossypii</italic>. The relative abundance of <italic>Buchnera</italic> in T5 and T10 significantly increased compared to M and T, while the relative abundance of <italic>Arsenophonus</italic> decreased markedly. KEGG (Kyoto Encyclopedia of Genes and Genomes) function prediction analysis suggested that the roles of symbiotic bacteria in <italic>A. gossypii</italic> are primarily linked to metabolic processes. Therefore, the adaptation of <italic>A. gossypii</italic> to <italic>S. nigrum</italic> enhances its population expansion on <italic>G. hirsutum</italic>, potentially involving the metabolic functions of <italic>Buchnera</italic> and <italic>Arsenophonus</italic>. These findings provide a theoretical foundation for the scientific management of <italic>A. gossypii</italic> and <italic>S. nigrum</italic> in the fields.</p>
</abstract>
<kwd-group>
<kwd>cotton aphid</kwd>
<kwd>16S rRNA</kwd>
<kwd>life table</kwd>
<kwd>host shift</kwd>
<kwd>symbiotic bacterium</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="52"/>
<page-count count="10"/>
<word-count count="7282"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Agroecology and Ecosystem Services</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p><italic>Aphis gossypii</italic> Glover (Hemiptera: Aphididae) is a polyphagous pest renowned for causing substantial losses to both crop yields and quality across the globe (<xref ref-type="bibr" rid="ref24">Morando et al., 2021</xref>). Additionally, non-crop plants (such as weeds) might contribute to the host transfer process of <italic>A. gossypii</italic>. These weeds, located within or adjacent to agricultural fields, can serve as alternative hosts, supporting the growth and reproduction of aphid populations (<xref ref-type="bibr" rid="ref6">Caballero-L&#x00F3;pez et al., 2011</xref>). And the secondary metabolites of different plants are different, and aphids that feed on different host plants for a long time may have population differentiation (<xref ref-type="bibr" rid="ref28">Razmjou et al., 2010</xref>; <xref ref-type="bibr" rid="ref38">Vorburger et al., 2017</xref>), thus increasing the biodiversity of farmland pests. However, there are several aspects remain elusive: the specific selection of plant hosts during aphid&#x2019;s transfer from overwintering hosts to crops, the precise role of weeds in the aphid&#x2019;s adaptation to host crops, and the underlying adaptive mechanisms that facilitate aphid&#x2019;s transition between various hosts.</p>
<p>Microbial symbiosis is widely present in insects, with bacteria and insects co-evolving over hundreds of millions of years. This symbiotic relationship is vital for the survival and reproduction of insects. In the case of aphids, bacteria offer numerous benefits, including nutrition supply (<xref ref-type="bibr" rid="ref14">Douglas et al., 2001</xref>; <xref ref-type="bibr" rid="ref26">Rabatel et al., 2013</xref>) and protection from natural predators (<xref ref-type="bibr" rid="ref15">Frago et al., 2017</xref>; <xref ref-type="bibr" rid="ref18">Hr&#x010D;ek et al., 2016</xref>). The symbiotic microorganisms harbored by aphids play a pivotal role in the process of host transfer. Typically, a shift in hosts alters the bacterial community structure within <italic>A. gossypii</italic> (<xref ref-type="bibr" rid="ref49">Zhao et al., 2016</xref>). Furthermore, the bacterial symbionts present in aphids are influenced by the types of plants the aphids consume (<xref ref-type="bibr" rid="ref7">Chandler et al., 2008</xref>). Notable differences exist in populations of <italic>Acyrthosiphon pisum</italic> on peach trees, <italic>Medicago sativa</italic>, and clover, and these variations are closely linked to their symbiotic microflora (<xref ref-type="bibr" rid="ref34">Simon et al., 2003</xref>). Similarly, <italic>Aphis craccivora</italic> demonstrated distinct microbial communities when feeding on <italic>M. sativa</italic> and <italic>Robinia pseudoacacia</italic>, indicating a broad association between bacterial symbionts and host plants (<xref ref-type="bibr" rid="ref5">Brady and White, 2013</xref>). Studies indicates that when the same aphid species feeds on different host plants, the prevalence of their symbionts often varies (<xref ref-type="bibr" rid="ref17">Henry et al., 2015</xref>). Specifically, <italic>Hamiltonella</italic> was only detected in <italic>A. craccivora</italic> feeding on <italic>M. sativa</italic>, whereas <italic>Arsenophonus</italic> was exclusively present in <italic>A. craccivora</italic> feeding on <italic>R. pseudoacacia</italic> (<xref ref-type="bibr" rid="ref5">Brady and White, 2013</xref>). However, there is a dearth of studies exploring the microbial changes of <italic>A. gossypii</italic> upon its transfer from cotton to alternative host plants. In consequence, it remains unclear how host adaptation alters the diversity of microbes within <italic>A. gossypii</italic>.</p>
<p><italic>Solanum nigrum</italic> (Solanales: Solanaceae) is an annual broadleaf weed that grows rapidly in the field, distinguished by its vigorous growth, high fecundity, brief growth cycle, and persistent fruitfulness (<xref ref-type="bibr" rid="ref50">Zhao et al., 2017</xref>). When fully mature, <italic>S. nigrum</italic> can occupy significant space, impeding light penetration and competing for nutrients with crops. These competitions lead to slower growth of crops, ultimately reducing both yield and quality. <italic>S. nigrum</italic> serves as an alternative host for aphids, especially in environments where cultivated crops are temporarily unavailable. Therefore, <italic>A. gossypii</italic> (<xref ref-type="bibr" rid="ref25">Perng, 2002</xref>), <italic>Myzus persicae</italic> (<xref ref-type="bibr" rid="ref2">Almohamad et al., 2006</xref>), <italic>Aulacorthum solani</italic> (<xref ref-type="bibr" rid="ref23">Milbrath and Biazzo, 2012</xref>) and <italic>Brevicoryne brassicae</italic> (<xref ref-type="bibr" rid="ref12">Coutts et al., 2006</xref>) often utilize <italic>S. nigrum</italic> as a host for growth and reproduction. In addition, <italic>S. nigrum</italic> stands as a important weed in corn and soybean fields (<xref ref-type="bibr" rid="ref13">Dalley et al., 2004</xref>), with the potential to be parasitized by aphids. This host adaptability can pose a threat to crops, yields and ultimately food security. Nevertheless, the mechanisms by which <italic>A. gossypii</italic> adapts to <italic>S. nigrum</italic>, as well as the subsequent effects on its population expansion capacity upon returning to the original host crop, remains undefined.</p>
<p>Numerous studies have investigated the adaptability of <italic>A. gossypii</italic> to various host plants and the alterations in their internal microorganisms. However, the shifts in the symbiotic bacterial community of <italic>A. gossypii</italic> following host transfer, as well as their adaptive mechanism to plant hosts during this transition is not clear. Therefore, this paper initially constructed a life table for multi-generational growth of <italic>A. gossypii</italic> on <italic>S. nigrum</italic>, thereby assessing its adaptability to this host. Subsequently, utilizing 16S rRNA sequencing technology, we analyzed the dynamics of symbiotic microbial communities during <italic>A. gossypii</italic> adaptation to <italic>S. nigrum</italic>.</p>
<p>The results of this study offer insights into the adaptive mechanism of <italic>A. gossypii</italic> to the weed host <italic>S. nigrum</italic>, which is instrumental in unveiling its broader adaptive strategies following host transfers. Ultimately, this research provides theoretical guidance for the scientific prevention and control of <italic>A. gossypii</italic>.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Insects and plants</title>
<p><italic>A. gossypii</italic> used in this study were collected from the cotton seedlings of the experimental farm of the Institute of Cotton Research of CAAS (Anyang City, Henan Province). These collected aphid were confirmed by examination of the mtDNA COI gene sequences as <italic>A. gossypii</italic> (<xref ref-type="bibr" rid="ref40">Wang et al., 2016</xref>). <italic>A. gossypii</italic> were subsequently reared in laboratory for multiple generations without exposure to insecticides. Additionally, seeds of <italic>Gossypium hirsutum</italic> (Malvales: Malvaceae) (CCRI49) and <italic>S. nigrum</italic> sourced from the same experimental farm. <italic>A. gossypii</italic>, <italic>G. hirsutum</italic>, and <italic>S. nigrum</italic> were maintained under controlled environmental conditions (temperature 25&#x202F;&#x00B1;&#x202F;1&#x00B0;C, relative humidity 65&#x202F;&#x00B1;&#x202F;5%, and photoperiod 14&#x202F;h: 10&#x202F;h photoperiod).</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Construction of life table for <italic>A. gossypii</italic></title>
<p>Fresh leaf of <italic>G. hirsutum</italic> or <italic>S. nigrum</italic> were positioned in a plastic petri dish (9&#x202F;cm diameter, with a 1&#x202F;cm layer of 1.8% agar). A wingless adult aphid was placed onto the leaf. The nymph of <italic>A. gossypii</italic> was transferred on a new leaf of <italic>G. hirsutum</italic> (labeled M) and <italic>S. nigrum</italic> (labeled T1). Subsequently, the nymph borning from T1 adult was moved to fresh <italic>S. nigrum</italic> leaf (labeled T2), and this process continued until T10. Concurrently, nymph from T1, T5, and T10 was transferred to <italic>G. hirsutum</italic> leaves (designated as T1-M, T5-M, and T10-M, respectively). Aphid growth was monitored daily, noting their lifespan and fecundity until their demise. Each aphid served as an individual replicate, with 60 replicates per generation. The leaves are replaced every 2 to 3&#x202F;days, and the feeding conditions of <italic>A. gossypii</italic> are the same as mentioned above.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>16S rRNA sequencing</title>
<p>Thirty adults of M, T1, T5, and T10 were gathered within 48&#x202F;h after the final molt. These samples underwent sterilization with 75% alcohol for 5&#x202F;min (<xref ref-type="bibr" rid="ref8">Chang et al., 2023</xref>), followed by quick-frozen with liquid nitrogen, and were then stored at &#x2212;80&#x00B0;C. From each generation, four samples were collected. The total DNA of <italic>A. gossypii</italic> samples was extracted using the FastDNA Spin kit for soil (MP Biomedicals, United States). The concentration and purity of the extracted DNA were determined using NanoDrop 2000C (Thermo Scientific, United States), and the integrity of DNA was assessed by 1.2% agarose gel electrophoresis.</p>
<p>The genes in the V3&#x202F;~&#x202F;V4 region of bacterial 16S rRNA were amplified with universal primers 338F (5&#x2032;-ACTCCTACGGGAGGCAGCA-3&#x2032;) and 806R (5&#x2019;-GGACTACHVGGGTWTCTAAT-3&#x2032;) (<xref ref-type="bibr" rid="ref43">Xu et al., 2016</xref>), with the extracted DNA as template for 16S rRNA sequencing. PCR amplification, quantification, identification, and purification PCR product, and library preparation as described previously (<xref ref-type="bibr" rid="ref49">Zhao et al., 2016</xref>). Sequencing was then performed on an Illunina Miseq PE 300 platform of Majorbio Bio-Pharm Technology Co. Ltd. (Shanghai, China). Details of the analysis process can be found in <xref ref-type="supplementary-material" rid="SM1">Supplementary Method S1</xref>. Sequencing data have been uploaded to NCBI (BioProject ID PRJNA1155176).</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Absolute quantification of bacterial community</title>
<p>Based on the results of 16S rRNA sequencing, three symbiotic dominant bacteria (bacteria with relative abundance greater than 10% were defined as dominant bacteria) were chosen for absolute quantitative analysis. The copy numbers across various generations were calculated. The bacterial target sequence was cloned into a pUC19 cloning vector (Zhili Zhongte Wuhan Biotechnology Co., Ltd., China), which subsequently served as a standard vector (confirmed through sequencing). The copy numbers calculation process and method of the sample target bacteria refer to previous studies (<xref ref-type="bibr" rid="ref8">Chang et al., 2023</xref>). Primer sequences (<xref ref-type="supplementary-material" rid="SM1">Supplementary Method S2</xref>) and PCR amplification efficiency were shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>. It was ensured that the amplification efficiency (E value) fell within the 0.9 and 1.1, with a correlation (R<sup>2</sup>) is above 0.99. The quantitative polymerase chain reaction (qPCR) were set up according to the MonAmp&#x2122; SYBR&#x00AE; Green qPCR Mix manual (Wuhan Mona Biological Co., Ltd.) and executed using the quantitative fluorescence PCR instrument (CFX Opus 96, Bio-rad, Singapore).</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Statistical analysis</title>
<p>Utilizing the theory of age-stage, sex life table theory, the raw life table data of all individuals were analyzed through TWOSEX-MSChart program (<ext-link xlink:href="http://140.120.197.173/Ecology/" ext-link-type="uri">http://140.120.197.173/Ecology/</ext-link>, Ver. 24/01/2023) (<xref ref-type="bibr" rid="ref10">Chi, 1988</xref>; <xref ref-type="bibr" rid="ref11">Chi and Liu, 1985</xref>). Bootstrap technique was used to estimate the variance and standard deviation of population parameters. Paired bootstrap test in TWOSEX-MSChart program was used to test the difference significance of the data. Additionally, GraphPad Prism (9.0.0) (GraphPad Software Corporation) was used to plot. Student&#x2019;s <italic>t</italic>-test and Log-rank (Mantel-Cox) test were executed via IBM SPSS Statistics 20 (International Business Machines Corporation), with <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 indicating statistical difference.</p>
</sec>
</sec>
<sec sec-type="results" id="sec8">
<label>3</label>
<title>Results</title>
<sec id="sec9">
<label>3.1</label>
<title>Effects of <italic>S. nigrum</italic> on multigenerational life table parameters of <italic>A. gossypii</italic></title>
<p>The life table parameters of different generations of <italic>A. gossypii</italic> reared on <italic>S. nigrum</italic> are shown in <xref ref-type="table" rid="tab1">Table 1</xref>. The results showed that, excluding T5 (0.382 d<sup>&#x2212;1</sup>) and T6 (0.371 d<sup>&#x2212;1</sup>), the <italic>r</italic> (intrinsic rate of increase) value of M (0.408 d<sup>&#x2212;1</sup>) was significantly greater than that of other generations. The <italic>&#x03BB;</italic> (finite rate of increase) of each generation was significantly lower than that of M (1.505 d<sup>&#x2212;1</sup>), yet T5 (1.465 d<sup>&#x2212;1</sup>) exhibited the highest <italic>&#x03BB;</italic> among all generations. In comparison to M (5.20 d), the TPOP (total prereproductive period) of T1 (5.70 d), T9 (5.80 d), and T10 (5.63 d) increased significantly, whereas the TPOP of T5 (4.90 d) decreased notably. The longevity of T5 (19.97 d) and T6 (20.46 d) was surpassed that of M (16.79 d) significantly, and their fecundity also proved higher across all generations. Moreover, the <italic>l<sub>x</sub></italic> (age-specific survival rate) of T5 was elevated compared to other generations between 15 to 20&#x202F;days (<xref ref-type="fig" rid="fig1">Figure 1A</xref>), the <italic>m<sub>x</sub></italic> (age-specific fecundity) of M was superior to other generations (from 3 to 10&#x202F;days), followed by an alternating leadership between T5 and T10 in <italic>m<sub>x</sub></italic> (<xref ref-type="fig" rid="fig1">Figure 1B</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Life table parameters of different generations of <italic>A. gossypii</italic> on <italic>S. nigrum</italic>.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Parameters</th>
<th align="center" valign="top"><italic>r</italic> (d<sup>&#x2212;1</sup>)</th>
<th align="center" valign="top"><italic>&#x03BB;</italic> (d<sup>&#x2212;1</sup>)</th>
<th align="center" valign="top">APOP (d)</th>
<th align="center" valign="top">TPOP (d)</th>
<th align="center" valign="top">Longevity (d)</th>
<th align="center" valign="top">Fecundity (nymphs per female)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">M</td>
<td align="center" valign="middle">0.408&#x202F;&#x00B1;&#x202F;0.009a</td>
<td align="center" valign="middle">1.505&#x202F;&#x00B1;&#x202F;0.013a</td>
<td align="center" valign="middle">0.03&#x202F;&#x00B1;&#x202F;0.02a</td>
<td align="center" valign="middle">5.20&#x202F;&#x00B1;&#x202F;0.09c</td>
<td align="center" valign="middle">16.79&#x202F;&#x00B1;&#x202F;0.52bc</td>
<td align="center" valign="middle">32.43&#x202F;&#x00B1;&#x202F;1.57ab</td>
</tr>
<tr>
<td align="left" valign="middle">T1</td>
<td align="center" valign="middle">0.341&#x202F;&#x00B1;&#x202F;0.017c</td>
<td align="center" valign="middle">1.406&#x202F;&#x00B1;&#x202F;0.023c</td>
<td align="center" valign="middle">0.10&#x202F;&#x00B1;&#x202F;0.07a</td>
<td align="center" valign="middle">5.70&#x202F;&#x00B1;&#x202F;0.19ab</td>
<td align="center" valign="middle">16.73&#x202F;&#x00B1;&#x202F;0.94bcd</td>
<td align="center" valign="middle">22.59&#x202F;&#x00B1;&#x202F;2.86de</td>
</tr>
<tr>
<td align="left" valign="middle">T2</td>
<td align="center" valign="middle">0.340&#x202F;&#x00B1;&#x202F;0.014c</td>
<td align="center" valign="middle">1.406&#x202F;&#x00B1;&#x202F;0.019c</td>
<td align="center" valign="middle">0.03&#x202F;&#x00B1;&#x202F;0.03a</td>
<td align="center" valign="middle">5.27&#x202F;&#x00B1;&#x202F;0.13bc</td>
<td align="center" valign="middle">14.80&#x202F;&#x00B1;&#x202F;1.01d</td>
<td align="center" valign="middle">19.40&#x202F;&#x00B1;&#x202F;2.53e</td>
</tr>
<tr>
<td align="left" valign="middle">T3</td>
<td align="center" valign="middle">0.370&#x202F;&#x00B1;&#x202F;0.010bc</td>
<td align="center" valign="middle">1.448&#x202F;&#x00B1;&#x202F;0.014bc</td>
<td align="center" valign="middle">0.00&#x202F;&#x00B1;&#x202F;0.00a</td>
<td align="center" valign="middle">5.37&#x202F;&#x00B1;&#x202F;0.14bc</td>
<td align="center" valign="middle">16.40&#x202F;&#x00B1;&#x202F;0.68&#x202F;cd</td>
<td align="center" valign="middle">23.96&#x202F;&#x00B1;&#x202F;1.78de</td>
</tr>
<tr>
<td align="left" valign="middle">T4</td>
<td align="center" valign="middle">0.358&#x202F;&#x00B1;&#x202F;0.012bc</td>
<td align="center" valign="middle">1.430&#x202F;&#x00B1;&#x202F;0.017bc</td>
<td align="center" valign="middle">0.03&#x202F;&#x00B1;&#x202F;0.03a</td>
<td align="center" valign="middle">5.43&#x202F;&#x00B1;&#x202F;0.13abc</td>
<td align="center" valign="middle">16.54&#x202F;&#x00B1;&#x202F;1.02bcd</td>
<td align="center" valign="middle">25.61&#x202F;&#x00B1;&#x202F;2.83cde</td>
</tr>
<tr>
<td align="left" valign="middle">T5</td>
<td align="center" valign="middle">0.382&#x202F;&#x00B1;&#x202F;0.010a</td>
<td align="center" valign="middle">1.465&#x202F;&#x00B1;&#x202F;0.015b</td>
<td align="center" valign="middle">0.00&#x202F;&#x00B1;&#x202F;0.00a</td>
<td align="center" valign="middle">4.90&#x202F;&#x00B1;&#x202F;0.09d</td>
<td align="center" valign="middle">19.97&#x202F;&#x00B1;&#x202F;0.60a</td>
<td align="center" valign="middle">35.61&#x202F;&#x00B1;&#x202F;2.09a</td>
</tr>
<tr>
<td align="left" valign="middle">T6</td>
<td align="center" valign="middle">0.371&#x202F;&#x00B1;&#x202F;0.009a</td>
<td align="center" valign="middle">1.449&#x202F;&#x00B1;&#x202F;0.014bc</td>
<td align="center" valign="middle">0.07&#x202F;&#x00B1;&#x202F;0.05a</td>
<td align="center" valign="middle">5.20&#x202F;&#x00B1;&#x202F;0.13&#x202F;cd</td>
<td align="center" valign="middle">20.46&#x202F;&#x00B1;&#x202F;0.82a</td>
<td align="center" valign="middle">34.45&#x202F;&#x00B1;&#x202F;2.40a</td>
</tr>
<tr>
<td align="left" valign="middle">T7</td>
<td align="center" valign="middle">0.353&#x202F;&#x00B1;&#x202F;0.014bc</td>
<td align="center" valign="middle">1.423&#x202F;&#x00B1;&#x202F;0.020bc</td>
<td align="center" valign="middle">0.00&#x202F;&#x00B1;&#x202F;0.00a</td>
<td align="center" valign="middle">5.17&#x202F;&#x00B1;&#x202F;0.10&#x202F;cd</td>
<td align="center" valign="middle">15.59&#x202F;&#x00B1;&#x202F;1.14&#x202F;cd</td>
<td align="center" valign="middle">25.56&#x202F;&#x00B1;&#x202F;3.59cde</td>
</tr>
<tr>
<td align="left" valign="middle">T8</td>
<td align="center" valign="middle">0.358&#x202F;&#x00B1;&#x202F;0.009bc</td>
<td align="center" valign="middle">1.431&#x202F;&#x00B1;&#x202F;0.012bc</td>
<td align="center" valign="middle">0.03&#x202F;&#x00B1;&#x202F;0.03a</td>
<td align="center" valign="middle">5.37&#x202F;&#x00B1;&#x202F;0.12bc</td>
<td align="center" valign="middle">17.50&#x202F;&#x00B1;&#x202F;0.87bc</td>
<td align="center" valign="middle">27.20&#x202F;&#x00B1;&#x202F;2.18bcd</td>
</tr>
<tr>
<td align="left" valign="middle">T9</td>
<td align="center" valign="middle">0.361&#x202F;&#x00B1;&#x202F;0.014bc</td>
<td align="center" valign="middle">1.435&#x202F;&#x00B1;&#x202F;0.020bc</td>
<td align="center" valign="middle">0.03&#x202F;&#x00B1;&#x202F;0.03a</td>
<td align="center" valign="middle">5.80&#x202F;&#x00B1;&#x202F;0.17a</td>
<td align="center" valign="middle">17.50&#x202F;&#x00B1;&#x202F;0.68bc</td>
<td align="center" valign="middle">26.57&#x202F;&#x00B1;&#x202F;2.23cde</td>
</tr>
<tr>
<td align="left" valign="middle">T10</td>
<td align="center" valign="middle">0.357&#x202F;&#x00B1;&#x202F;0.010bc</td>
<td align="center" valign="middle">1.429&#x202F;&#x00B1;&#x202F;0.014bc</td>
<td align="center" valign="middle">0.03&#x202F;&#x00B1;&#x202F;0.03a</td>
<td align="center" valign="middle">5.63&#x202F;&#x00B1;&#x202F;0.14ab</td>
<td align="center" valign="middle">19.36&#x202F;&#x00B1;&#x202F;1.04ab</td>
<td align="center" valign="middle">31.60&#x202F;&#x00B1;&#x202F;2.38abc</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Values in the table represent mean&#x202F;&#x00B1;&#x202F;SE. Different lower-case letters in each row indicate significant differences between treatments at the level of <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 (Student&#x02BC;s <italic>t</italic>-test). <italic>r</italic>, intrinsic rate of increase (d<sup>&#x2212;1</sup>); &#x03BB;, finite rate of increase (d<sup>&#x2212;1</sup>); APOP, adult pre-reproductive period (days); TPOP, total prereproductive period (days); Fecundity, offspring number per female.</p>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Age specific survival rate (<italic>l<sub>x</sub></italic>) <bold>(A)</bold> and fecundity (<italic>m<sub>x</sub></italic>) <bold>(B)</bold> of <italic>A. gossypii</italic> from <italic>S. nigrum</italic> ten generation and on <italic>G. hirsutum</italic>. Age specific survival rate (<italic>l<sub>x</sub></italic>) <bold>(C)</bold> and fecundity (<italic>m<sub>x</sub></italic>) <bold>(D)</bold> of <italic>A. gossypii</italic> on <italic>S. nigrum</italic> retransferring to <italic>G. hirsutum</italic>.</p>
</caption>
<graphic xlink:href="fsufs-08-1523123-g001.tif"/>
</fig>
<p>The life table parameters of <italic>A. gossypii</italic> after transferred from <italic>S. nigrum</italic> to <italic>G. hirsutum</italic> are shown in <xref ref-type="table" rid="tab2">Table 2</xref>. According to the population parameter listed in <xref ref-type="table" rid="tab1">Table 1</xref>, the T1, T5, and T10 of <italic>A. gossypii</italic> were retransferred to their original host (<italic>G. hirsutum</italic>). The results revealed that the <italic>r</italic> and <italic>&#x03BB;</italic> values of T5-M (<italic>r</italic>&#x202F;=&#x202F;0.528 d<sup>&#x2212;1</sup>, <italic>&#x03BB;</italic>&#x202F;=&#x202F;1.695 d<sup>&#x2212;1</sup>) were significantly higher compared to those of T1-M (<italic>r</italic>&#x202F;=&#x202F;0.470 d<sup>&#x2212;1</sup>, <italic>&#x03BB;</italic>&#x202F;=&#x202F;1.599 d<sup>&#x2212;1</sup>) and T10-M (<italic>r</italic>&#x202F;=&#x202F;0.430 d<sup>&#x2212;1</sup>, <italic>&#x03BB;</italic>&#x202F;=&#x202F;1.538 d<sup>&#x2212;1</sup>). Furthermore, the fecundity of T5-M (53.43) and T10-M (52.20) proved to be significantly greater than that of T1-M (47.70). However, the longevity of T5-M (22.23 d) was considerably shorter than that of T10-M (25.77 d). No substantial disparities were detected in APOP (adult pre-reproductive period) and TPOP across the three generations. The value of <italic>l<sub>x</sub></italic> of T5-M was higher than that of T1-M and T10-M (from 16 to 23&#x202F;days) (<xref ref-type="fig" rid="fig1">Figure 1C</xref>). Additionally, the <italic>m<sub>x</sub></italic> of T5-M prevailed over other two generations (from 5 to 10&#x202F;days), while the <italic>m<sub>x</sub></italic> of T10-M emerged as the highest after 13&#x202F;days (<xref ref-type="fig" rid="fig1">Figure 1D</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Life table parameters of <italic>A. gossypii</italic> on <italic>S. nigrum</italic> retransferring to <italic>G. hirsutum.</italic></p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Parameters</th>
<th align="center" valign="top"><italic>r</italic> (d<sup>&#x2212;1</sup>)</th>
<th align="center" valign="top"><italic>&#x03BB;</italic> (d<sup>&#x2212;1</sup>)</th>
<th align="center" valign="top">APOP (d)</th>
<th align="center" valign="top">TPOP (d)</th>
<th align="center" valign="top">Longevity (d)</th>
<th align="center" valign="top">Fecundity (nymphs per female)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">T1-M</td>
<td align="center" valign="middle">0.470&#x202F;&#x00B1;&#x202F;0.007b</td>
<td align="center" valign="middle">1.599&#x202F;&#x00B1;&#x202F;0.012b</td>
<td align="center" valign="middle">0.00&#x202F;&#x00B1;&#x202F;0.00a</td>
<td align="center" valign="middle">4.67&#x202F;&#x00B1;&#x202F;0.09a</td>
<td align="center" valign="middle">24.60&#x202F;&#x00B1;&#x202F;0.97ab</td>
<td align="center" valign="middle">47.70&#x202F;&#x00B1;&#x202F;1.32b</td>
</tr>
<tr>
<td align="left" valign="middle">T5-M</td>
<td align="center" valign="middle">0.528&#x202F;&#x00B1;&#x202F;0.006a</td>
<td align="center" valign="middle">1.695&#x202F;&#x00B1;&#x202F;0.011a</td>
<td align="center" valign="middle">0.00&#x202F;&#x00B1;&#x202F;0.00a</td>
<td align="center" valign="middle">4.60&#x202F;&#x00B1;&#x202F;0.09a</td>
<td align="center" valign="middle">22.23&#x202F;&#x00B1;&#x202F;0.88b</td>
<td align="center" valign="middle">53.43&#x202F;&#x00B1;&#x202F;0.90a</td>
</tr>
<tr>
<td align="left" valign="middle">T10-M</td>
<td align="center" valign="middle">0.430&#x202F;&#x00B1;&#x202F;0.008c</td>
<td align="center" valign="middle">1.538&#x202F;&#x00B1;&#x202F;0.013c</td>
<td align="center" valign="middle">0.00&#x202F;&#x00B1;&#x202F;0.00a</td>
<td align="center" valign="middle">4.77&#x202F;&#x00B1;&#x202F;0.08a</td>
<td align="center" valign="middle">25.77&#x202F;&#x00B1;&#x202F;0.58a</td>
<td align="center" valign="middle">52.20&#x202F;&#x00B1;&#x202F;1.47a</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Values in the table represent mean&#x202F;&#x00B1;&#x202F;SE. Different lower-case letters in each row indicate significant differences between treatments at the level of <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 (Student&#x02BC;s <italic>t</italic>-test). <italic>r</italic>, intrinsic rate of increase (d<sup>&#x2212;1</sup>); &#x03BB;, finite rate of increase (d<sup>&#x2212;1</sup>); APOP, adult pre-reproductive period (days); TPOP, total prereproductive period (days); Fecundity, offspring number per female.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec10">
<label>3.2</label>
<title>Summary of the 16S rRNA sequencing</title>
<p>To clarify the differences in microbial community diversity of <italic>A. gossypii</italic> on <italic>S. nigrum</italic> and <italic>G. hirsutum</italic>, the M, T1, T5, and T10 of <italic>A. gossypii</italic> were selected for sequencing, based on distinct biological data. A total of 799,239 high-quality, optimized sequences, representing 343,078,429 bases. The average sequencing coverage exceeded 99% across all groups, demonstrating adequate sequencing quantity and reasonable depth (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>).</p>
<p>Rarefaction curves based on Sobs index (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1A</xref>) and Shannon index (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1B</xref>) showed that increasing the sample volume would not produce more OTUs (operational taxonomic units), suggesting that the data accurately reflects the composition of the majority of bacterial communities present in the samples. In comparison to M and T1, the Shannon index for T5 and T10 decreased, while the Simpson index increased (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). Furthermore, both Chao 1 (decreased 18.11%) and Ace (decreased 22.64%) indices decreased relative to M after continuously feed <italic>A. gossypii</italic> with <italic>S. nigrum</italic>.</p>
</sec>
<sec id="sec11">
<label>3.3</label>
<title>Influence of bacterial community of <italic>A. gossypii</italic> feeding with <italic>S. nigrum</italic></title>
<p>M, T1, T5, and T10 exhibited unique OTUs with counts of 33, 22, 16, and 76, respectively, while 119 OTUs were shared by the four groups (<xref ref-type="fig" rid="fig2">Figure 2A</xref>). Principal Co-ordinates Analysis (PCoA) revealed significant disparities in genus level composition of <italic>A. gossypii</italic> among M, T5, and T10 (<xref ref-type="fig" rid="fig2">Figure 2B</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Influence of continuous feeding of <italic>S. nigrum</italic> on bacterial community of <italic>A. gossypii</italic>. The Venn diagram <bold>(A)</bold> illustrates the number of shared and unique bacteria in the four treatments. <bold>(B)</bold> Difference of OTUs types in different treatments based on Principal co-ordinates analysis (PCoA). The relative abundance of dominant bacterial communities of <italic>A. gossypii</italic> at the phylums <bold>(C)</bold> and genus <bold>(D)</bold> levels after feeding on <italic>S. nigrum</italic>. <bold>(E)</bold> Heatmap shows the relative abundance of the dominant bacterial community at the genus level for each sample.</p>
</caption>
<graphic xlink:href="fsufs-08-1523123-g002.tif"/>
</fig>
<p>The histograms of bacterial phylums and genus in four groups of <italic>A. gossypii</italic> were mapped to visualize the composition and distribution of bacterial communities. Then, the difference of symbiotic bacteria abundance among each group was compared at each taxonomic level by averaging the samples within each group. At the phylum level, the five most abundant bacteria were identified as Proteobacteria, Actinobacteriota, Bacteroidota, Firmicutes, and Cyanobacteria (<xref ref-type="fig" rid="fig2">Figure 2C</xref>). Notably, Proteobacteria was the highest relative abundance, accounting for 99.58% in M, and similarly high percentages in T1 (99.62%), T5 (99.48%), and T10 (99.41%).</p>
<p>At the genus level, <italic>Buchnera</italic> and <italic>Arsenophonus</italic> were the dominant bacteria all four groups (<xref ref-type="fig" rid="fig2">Figure 2D</xref>). Specifically, the superiority bacteria in M were <italic>Arsenophonus</italic> (39.59%), <italic>Buchnera</italic> (33.02%), <italic>Acinetobacter</italic> (15.14%), and <italic>Stenotrophomonas</italic> (10.15%) (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>). In T1, the relative abundance of <italic>Buchnera</italic>, <italic>Acinetobacter</italic>, and <italic>Stenotrophomonas</italic> decreased to 33.01, 6.89, and 7.37%, respectively. In compared to M, the relative abundance of <italic>Buchnera</italic> in T5 and T10 increased to 80.30 and 83.28%, respectively. Conversely, the relative abundance of <italic>Arsenophonus</italic> decreased to 13.68 and 13.11%, respectively, while those of <italic>Acinetobacter</italic> decreased to 3.95 and 1.66%, respectively.</p>
<p>The aggregation of bacterial community at the genus level in <italic>A. gossypii</italic> was visualized through a heat map (<xref ref-type="fig" rid="fig2">Figure 2E</xref>). In general, the relative abundance of <italic>Arsenophonus</italic>, <italic>Buchnera</italic>, <italic>Acinetobacter</italic>, and <italic>Stenotrophomonas</italic> in <italic>A. gossypii</italic> was higher in all groups. The relative abundance of <italic>Buchnera</italic> in T5 and T10 was higher than that in M and T1, whereas the relative abundance of <italic>Arsenophonus</italic>, <italic>Acinetobacter</italic>, and <italic>Stenotrophomonas</italic> was comparatively lower in T5 and T10 than in M and T1.</p>
<p>The significant changes in bacterial abundance were compared among the four groups (<xref ref-type="fig" rid="fig3">Figure 3</xref>). There were no significant alterations in the abundance of the four prevalent bacteria (<italic>Arsenophonus</italic>, <italic>Buchnera</italic>, <italic>Acinetobacter</italic>, and <italic>Stenotrophomonas</italic>) in T1 compared with M (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). However, compared with M, the abundance of <italic>Buchnera</italic> in T5 increased significantly by 58.88%, while the abundance of <italic>Arsenophonus</italic> decreased significantly by 65.44% (<xref ref-type="fig" rid="fig3">Figure 3B</xref>). Similarly, the abundance of <italic>Buchnera</italic> in T10 rose significantly by 60.35%, and the abundance of <italic>Arsenophonus</italic> dropped significantly by 66.89% (<xref ref-type="fig" rid="fig3">Figure 3C</xref>). Nevertheless, the abundance of <italic>Acinetobacter</italic> and <italic>Stenotrophomonas</italic> remained largely unchanged in both T5 and T10.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Difference analyses of multiple generations of <italic>S. nigrum</italic> feeding on bacterial community in <italic>A. gossypii</italic>. Analysis of bacterial community differences between M and T1 <bold>(A)</bold>, M and T5 <bold>(B)</bold>, M and T10 <bold>(C)</bold>. Student&#x2019;s <italic>t</italic> test is used for significance analysis (&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, &#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, and &#x002A;&#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001).</p>
</caption>
<graphic xlink:href="fsufs-08-1523123-g003.tif"/>
</fig>
</sec>
<sec id="sec12">
<label>3.4</label>
<title>Absolute quantitative analysis of dominant bacteria</title>
<p>Analysis of dominant bacteria (<italic>Buchnera</italic>, <italic>Arsenophonus</italic>, and <italic>Acinetobacter</italic>) in M, T1, T5, and T10 of <italic>A. gossypii</italic> by qPCR found that, the abundance of <italic>Buchnera</italic> was higher in all groups, with a significant increase in copy number observed in T5 and T10 compared to T1 and M. Conversely, the copy number of <italic>Arsenophonus</italic> was significantly reduced in T5 and T10 compared to T1 and M. No notable difference was detected in the copy number of <italic>Acinetobacter</italic> among the four groups (<xref ref-type="fig" rid="fig4">Figure 4</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>The 16S rRNA gene copy number of bacterial community in <italic>A. gossypii</italic> fed on <italic>G. hirsutum</italic> and different generations of <italic>S. nigrum</italic>. The lower-case letters in each figure indicated that there was a significant difference between the control group and the treatment group at the <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 level (Student&#x2019;s <italic>t</italic>-test).</p>
</caption>
<graphic xlink:href="fsufs-08-1523123-g004.tif"/>
</fig>
</sec>
<sec id="sec13">
<label>3.5</label>
<title>Functional prediction</title>
<p>To investigate the role of different microbial communities in <italic>A. gossypii</italic> after host shift, PICRUSt2, combined with KEGG database, was used to predict and analyze the function of these microbial community. The analysis revealed that 73.41% of the microorganisms in <italic>A. gossypii</italic> were involve in metabolism (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>). According to the KEGG secondary classification function prediction, the top five predicted functions fall under &#x201C;global and overview maps,&#x201D; &#x201C;carbohydrate metabolism,&#x201D; &#x201C;amino acid metabolism,&#x201D; &#x201C;metabolism of cofactors and vitamins,&#x201D; and &#x201C;energy metabolism&#x201D; (<xref ref-type="fig" rid="fig5">Figure 5</xref>). Furthermore, microorganisms in T5 and T10 displayed a notable concentration in &#x201C;carbohydrate metabolism,&#x201D; &#x201C;membrane transport,&#x201D; &#x201C;cellular community-prokaryotes,&#x201D; &#x201C;signal transduction,&#x201D; and other pathways, compared with those in T1 and M. While the symbiotic bacteria in T1 and M showed a significant focus on &#x201C;metabolism of cofactors and vitamins,&#x201D; &#x201C;energy metabolism,&#x201D; &#x201C;nucleotide metabolism,&#x201D; and other functions (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Functional prediction of KEGG secondary classification of microbes in <italic>A. gossypii</italic> under different groups.</p>
</caption>
<graphic xlink:href="fsufs-08-1523123-g005.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec14">
<label>4</label>
<title>Discussion</title>
<p>Although <italic>A. gossypii</italic> is hosted by numerous plants, research on the role of weeds in its host shift remains limited. <italic>S. nigrum</italic> stands as a prominent weed in agricultural fields. Nevertheless, the adaptability mechanism of <italic>A. gossypii</italic> to <italic>S. nigrum</italic>, and the subsequent effects on its population expansion capacity upon returning to original host crop, are still not fully understood. <italic>S. nigrum</italic> serves as an alternative host for <italic>A. gossypii</italic>, particularly in environments where cultivated crops are temporarily unavailable. Our research emphasizes the multi-generational adaptation of <italic>S. nigrum</italic> and its role in enhancing the reproduction rates of <italic>A. gossypii</italic>. This adaptation of the weed may increase habitat suitability for the aphid, thereby facilitating its population growth. Elevated aphid populations can significantly impact crop yields through direct feeding damage (<xref ref-type="bibr" rid="ref27">Ramalho et al., 2012</xref>) and the transmission of plant viruses (<xref ref-type="bibr" rid="ref35">Smith and Chuang, 2014</xref>). In regions such as the North China Plain, where crops like cotton, corn, and vegetables are essential, the increased reproduction of <italic>A. gossypii</italic> could result in considerable economic losses (<xref ref-type="bibr" rid="ref47">Zhang et al., 2018</xref>). <italic>A. gossypii</italic> can diminish plant vigor, stunt growth, and reduce both the quality and quantity of agricultural produce (<xref ref-type="bibr" rid="ref52">Zhong et al., 2022</xref>), directly affecting farmers&#x2019; livelihoods and regional food supplies.</p>
<p>Host adaptation is a long process. The research revealed that no significant difference in <italic>r</italic> between <italic>A. gossypii</italic> initially reared on <italic>Hibiscus syriacus</italic> and those on <italic>Cucumis sativus</italic> after three generations (<xref ref-type="bibr" rid="ref51">Zheng et al., 2007</xref>). When <italic>Tetranychus viennensis</italic> transfers from apple trees to other fruit trees, the first generation experiences negative effects on life table parameters, but these effects dissipate in succeeding generation (<xref ref-type="bibr" rid="ref21">Li et al., 2006</xref>). <italic>A. gossypii</italic> develops faster on the original host compared to non-original host, and its <italic>r</italic> is higher on the original host (<xref ref-type="bibr" rid="ref31">Satar et al., 2013</xref>), indicating inhibited development on the non-original hosts. Transferring <italic>A. gossypii</italic> from cotton to <italic>C. sativus</italic> and <italic>Abelmoschus manihot</italic> for four consecutive generations did not enhance its development (<xref ref-type="bibr" rid="ref31">Satar et al., 2013</xref>). The first-generation life table parameters of <italic>Amphitetranychus viennensis</italic> suffered when transferred from <italic>Prunus serotine</italic>, which is conducive to its growth, to <italic>Malus domestica</italic> (<xref ref-type="bibr" rid="ref19">Kafil et al., 2007</xref>). Likewise, when <italic>A. viennensis</italic> was transferred to <italic>Prunus avium</italic>, its first-generation life table parameters fared better than the third generation, showing no gradual adaptation to <italic>P. avium</italic> (<xref ref-type="bibr" rid="ref19">Kafil et al., 2007</xref>). However, the difference of life table of a pest on different host crops may be caused by the difference of secondary metabolites (<xref ref-type="bibr" rid="ref1">Abdelsalam et al., 2016</xref>), more experiments are essential to uncover the exact mechanism.</p>
<p>Our results demonstrated that <italic>A. gossypii</italic> gradually adapted to <italic>S. nigrum</italic>, with T5 demonstrating significant progress. The shape of <italic>l<sub>x</sub></italic> and <italic>m<sub>x</sub></italic> curves illustrate the interplay of life history traits and determine <italic>r</italic>, a common indicator for evaluating the adaptability of pest to plants (<xref ref-type="bibr" rid="ref4">Bethke et al., 1998</xref>; <xref ref-type="bibr" rid="ref30">Sandstr&#x00F6;m and Pettersson, 1994</xref>). A later decline in the <italic>l<sub>x</sub></italic> curve and higher peak in the <italic>m<sub>x</sub></italic> indicate a the greater <italic>r</italic> and, consequently, higher aphid population growth potential. The <italic>r</italic> of <italic>A. gossypii</italic> on <italic>S. nigrum</italic> peaked at T5, signifying the highest population growth potential for this generation on <italic>S. nigrum</italic>. In the absence of alternative crops like <italic>G. hirsutum</italic>, <italic>A. gossypii</italic> can rapidly multiply on <italic>S. nigrum</italic>, maintaining a dense population.</p>
<p>Microbial symbionts play a pivotal role in enhancing the adaptability of pests to their hosts. In this study, significant changes were observed in the bacterial community of T5 and T10 of <italic>A. gossypii</italic> feeding on <italic>S. nigrum</italic>. At the phylum level, the abundance and species of bacterial communities remained stable across all groups, and the highest abundance of bacteria was Proteobacteria. Proteobacteria are recognized as a vital component of the intestinal flora in numerous herbivorous insects and fostering a beneficial symbiotic relationship with their hosts (<xref ref-type="bibr" rid="ref33">Show et al., 2022</xref>). These insects provide a stable environment for Proteobacteria, which, in turn, endow their hosts with novel metabolic capabilities (<xref ref-type="bibr" rid="ref20">Latorre et al., 2003</xref>).</p>
<p><italic>Buchnera</italic> is a member of the Proteobacteria, which is the dominant bacterium in aphids growing on various host plants (<xref ref-type="bibr" rid="ref22">Ma et al., 2021</xref>). Its roles extend to DNA replication, transcription, protein translation, secretion, energy metabolism, and amino acid biosynthesis for aphids (<xref ref-type="bibr" rid="ref3">Baumann et al., 1995</xref>; <xref ref-type="bibr" rid="ref29">Richards et al., 2010</xref>; <xref ref-type="bibr" rid="ref37">Tian et al., 2023</xref>). In our study, a notable increase in the relative abundance of <italic>Buchnera</italic> was observed in T5 and T10, while no significant alteration was detected in the M and T1. Similarly, <italic>Buchnera</italic> content was significantly higher in <italic>A. gossypii</italic> reared on <italic>C. sativus</italic> for over 10 years compared to those on cotton (<xref ref-type="bibr" rid="ref46">Zhang et al., 2016</xref>). The relative abundance of <italic>Buchnera</italic> in <italic>A. gossypii</italic> reared on <italic>Cucurbita pepo</italic> was also significantly higher than those on cotton (<xref ref-type="bibr" rid="ref42">Xu et al., 2023</xref>). Collectively, the elevated abundance of <italic>Buchnera</italic> is related to the adaptation of <italic>A. gossypii</italic> to new host plants.</p>
<p><italic>Arsenophonus</italic> (Proteobacteria) is an intracellular symbiotic bacteria of insects, generally belonging to the secondary symbiotic bacteria, which has a wide range of hosts and rich biodiversity (<xref ref-type="bibr" rid="ref9">Chen et al., 2014</xref>). This bacterium plays a crucial part in enhancing the growth performance of aphids during amino acid deficiency (<xref ref-type="bibr" rid="ref37">Tian et al., 2023</xref>; <xref ref-type="bibr" rid="ref39">Wang et al., 2024</xref>). Furthermore, it mitigates the harmful effects of parasitic wasps to aphids (<xref ref-type="bibr" rid="ref16">Heidari Latibari et al., 2023</xref>) and mediates host specialization of aphids (<xref ref-type="bibr" rid="ref36">Tian et al., 2019</xref>). Notably, <italic>Arsenophonus</italic> is also the dominant bacteria in <italic>A. gossypii</italic> (<xref ref-type="bibr" rid="ref41">Xu et al., 2020</xref>; <xref ref-type="bibr" rid="ref48">Zhang et al., 2021</xref>). In our study, the relative abundance of <italic>Arsenophonus</italic> was significantly lower in T5 and T10 compared to M and T1. This finding suggests a decline in <italic>Arsenophonus</italic> as <italic>A. gossypii</italic> adapts to <italic>S. nigrum</italic>. Similar study has showed that a reduction in <italic>Arsenophonus</italic> abundance of <italic>plutella xylostella</italic> after treatment with the insecticide sulfoxaflor (<xref ref-type="bibr" rid="ref32">Shang et al., 2021</xref>).</p>
<p>Based on the changes in the abundance of symbiotic bacteria and predictions from the KEGG function database, <italic>Buchnera</italic> and <italic>Arsenophonus</italic> may regulated metabolic processes, enabling <italic>A. gossypii</italic> to gradually adapt to the <italic>S. nigrum</italic>. Across various life stages of <italic>Adelphocoris suturalis</italic>, the function of symbiotic bacteria predominantly focuses on metabolic pathway (<xref ref-type="bibr" rid="ref44">Xue et al., 2021</xref>). The signal transduction function of intestinal bacteria increased after 17 generations of <italic>P. xylostella</italic> shifted from <italic>Raphanus sativus</italic> to <italic>Amygdalus persica</italic> (<xref ref-type="bibr" rid="ref45">Yang et al., 2020</xref>). In comparison to the findings of this study, KEGG function prediction analysis suggests that <italic>Buchnera</italic> and <italic>Arsenophonus</italic> contribute to the adaptation of <italic>A. gossypii</italic> to <italic>S. nigrum</italic> by engaging in metabolic functions, particularly in &#x201C;carbohydrate metabolism,&#x201D; &#x201C;membrane transport,&#x201D; &#x201C;metabolism of cofactors and vitamins,&#x201D; &#x201C;energy metabolism,&#x201D; and so on. To gain a comprehensive understanding of these disparities, further investigation is necessary, possibly including metagenomic analyses to explore the functional significance of these symbiotic bacteria and to unravel the causal relationships.</p>
<p>In this study, the growth and reproduction parameters of <italic>A. gossypii</italic> demonstrated a gradual adaptation process as its generations progressed on <italic>S. nigrum</italic>. Notably, the T5 generation of <italic>A. gossypii</italic> exhibited the highest level of adaptation to <italic>S. nigrum</italic>. Upon transferring <italic>A. gossypii</italic>, which had been domesticated by <italic>S. nigrum</italic>, back to <italic>G. hirsutum</italic>, T5-M displayed the greatest values for <italic>r</italic>, <italic>&#x03BB;</italic>, and fecundity. Furthermore, significant changes were observed in the symbiotic bacteria of <italic>A. gossypii</italic> after several generations on <italic>S. nigrum</italic> compared to those on <italic>G. hirsutum</italic>. The abundance of <italic>Buchnera</italic> in T5 and T10 of <italic>A. gossypii</italic> reared on <italic>S. nigrum</italic> increased significantly, whereas the abundance of <italic>Arsenophonus</italic> decreased significantly.</p>
<p>The adaptability of <italic>A. gossypii</italic> to transition between distinct host species, for instance, from <italic>S. nigrum</italic> to <italic>G. hirsutum</italic>, underscores the intricate interactions within agricultural ecosystems. These interactions can impact biodiversity and crop yields, as the presence of adaptable pests like <italic>A. gossypii</italic> has the potential to exacerbate pest infestation on economically crucial crops such as cotton, corn or soybean. By comprehending the mechanisms of host adaptation and the symbiotic relationships involved, more effective strategies could be devised to reduce the negative influence of <italic>A. gossypii</italic> on food production.</p>
</sec>
<sec sec-type="conclusions" id="sec15">
<label>5</label>
<title>Conclusion</title>
<p>In conclusion, this article unveils the consequences of adaptation of <italic>A. gossypii</italic> to <italic>S. nigrum</italic> on their capacity for population growth and the abundance of dominant bacteria, while clarifying the function of <italic>S. nigrum</italic> in the host transition process of <italic>A. gossypii</italic>. The findings of this study offer valuable insights for the development of an innovative control technology system targeting <italic>A. gossypii</italic>, as well as advancing scientific and comprehensive methods for managing pests and weeds in fields.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec16">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found at: <ext-link xlink:href="https://www.ncbi.nlm.nih.gov/" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/</ext-link>, PRJNA1155176.</p>
</sec>
<sec sec-type="ethics-statement" id="sec17">
<title>Ethics statement</title>
<p>The manuscript presents research on animals that do not require ethical approval for their study.</p>
</sec>
<sec sec-type="author-contributions" id="sec18">
<title>Author contributions</title>
<p>PW: Formal analysis, Investigation, Writing &#x2013; original draft. Y-XJ: Formal analysis, Investigation, Writing &#x2013; original draft. Y-JM: Conceptualization, Supervision, Writing &#x2013; original draft. DW: Investigation, Resources, Writing &#x2013; original draft. Y-PS: Formal analysis, Writing &#x2013; original draft. HH: Investigation, Software, Writing &#x2013; original draft. CW: Data curation, Investigation, Writing &#x2013; original draft. X-PS: Methodology, Supervision, Writing &#x2013; original draft. XR: Methodology, Validation, Writing &#x2013; original draft. YM: Project administration, Writing &#x2013; review &#x0026; editing. XM: Funding acquisition, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec19">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by National Key R&#x0026;D Program of China (2022YFD1400300), the earmarked fund for CARS (CARS-15-21), the Agricultural Science and Technology Innovation Program (ASTIP) (CAAS-ZDRW202412), and Central Public-interest Scientific Institution Basal Research Fund (No. 1610162023025).</p>
</sec>
<sec sec-type="COI-statement" id="sec20">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec21">
<title>Generative AI statement</title>
<p>The authors declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec22">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec23">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fsufs.2024.1523123/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fsufs.2024.1523123/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abdelsalam</surname> <given-names>S. A.</given-names></name> <name><surname>Awad</surname> <given-names>A. M. A.</given-names></name> <name><surname>Abdelrahman</surname> <given-names>M. A. A.</given-names></name> <name><surname>Nasser</surname> <given-names>M. A. K.</given-names></name> <name><surname>Abdelhamid</surname> <given-names>N. M. R.</given-names></name></person-group> (<year>2016</year>). <article-title>Antioxidant defense response of the green peach aphid, <italic>Myzus persicae</italic> against secondary metabolites of the host plants cumin, anise, and coriander</article-title>. <source>J. Agric. Sci. Technol.</source> <volume>18</volume>, <fpage>1583</fpage>&#x2013;<lpage>1592</lpage>.</citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Almohamad</surname> <given-names>R.</given-names></name> <name><surname>Verheggen</surname> <given-names>F.</given-names></name> <name><surname>Francis</surname> <given-names>F.</given-names></name> <name><surname>Haubruge</surname> <given-names>E.</given-names></name></person-group> (<year>2006</year>). <article-title>Evaluation of hoverfly <italic>Episyrphus balteatus</italic> De Geer (Diptera: Syrphidae) oviposition behaviour toward aphid-infested plants using a leaf disc system</article-title>. <source>Commun. Agric. Appl. Biol. Sci.</source> <volume>71</volume>, <fpage>403</fpage>&#x2013;<lpage>412</lpage>, PMID: <pub-id pub-id-type="pmid">17385507</pub-id></citation></ref>
<ref id="ref3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baumann</surname> <given-names>P.</given-names></name> <name><surname>Baumann</surname> <given-names>L.</given-names></name> <name><surname>Lai</surname> <given-names>C. Y.</given-names></name> <name><surname>Rouhbakhsh</surname> <given-names>D.</given-names></name> <name><surname>Moran</surname> <given-names>N. A.</given-names></name> <name><surname>Clark</surname> <given-names>M. A.</given-names></name></person-group> (<year>1995</year>). <article-title>Genetics, physiology, and evolutionary relationships of the genus <italic>Buchnera</italic>: intracellular symbionts of aphids</article-title>. <source>Ann. Rev. Microbiol.</source> <volume>49</volume>, <fpage>55</fpage>&#x2013;<lpage>94</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev.mi.49.100195.000415</pub-id>, PMID: <pub-id pub-id-type="pmid">8561471</pub-id></citation></ref>
<ref id="ref4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bethke</surname> <given-names>J. A.</given-names></name> <name><surname>Redak</surname> <given-names>R. A.</given-names></name> <name><surname>Schuch</surname> <given-names>U. K.</given-names></name></person-group> (<year>1998</year>). <article-title>Melon aphid performance on chrysanthemum as mediated by cultivar, and differential levels of fertilization and irrigation</article-title>. <source>Entomol. Exp. Appl.</source> <volume>88</volume>, <fpage>41</fpage>&#x2013;<lpage>47</lpage>. doi: <pub-id pub-id-type="doi">10.1046/j.1570-7458.1998.00344.x</pub-id></citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brady</surname> <given-names>C. M.</given-names></name> <name><surname>White</surname> <given-names>J. A.</given-names></name></person-group> (<year>2013</year>). <article-title>Cowpea aphid (<italic>Aphis craccivora</italic>) associated with different host plants has different facultative endosymbionts</article-title>. <source>Ecol. Entomol.</source> <volume>38</volume>, <fpage>433</fpage>&#x2013;<lpage>437</lpage>. doi: <pub-id pub-id-type="doi">10.1111/een.12020</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Caballero-L&#x00F3;pez</surname> <given-names>B.</given-names></name> <name><surname>Blanco-Moreno</surname> <given-names>J. M.</given-names></name> <name><surname>P&#x00E9;rez-Hidalgo</surname> <given-names>N.</given-names></name> <name><surname>Michelena-Saval</surname> <given-names>J. M.</given-names></name> <name><surname>Pujade-Villar</surname> <given-names>J.</given-names></name> <name><surname>Guerrieri</surname> <given-names>E.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Weeds, aphids, and specialist parasitoids and predators benefit differently from organic and conventional cropping of winter cereals</article-title>. <source>J. Pest. Sci.</source> <volume>85</volume>, <fpage>81</fpage>&#x2013;<lpage>88</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10340-011-0409-7</pub-id>, PMID: <pub-id pub-id-type="pmid">39751530</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chandler</surname> <given-names>S. M.</given-names></name> <name><surname>Wilkinson</surname> <given-names>T. L.</given-names></name> <name><surname>Douglas</surname> <given-names>A. E.</given-names></name></person-group> (<year>2008</year>). <article-title>Impact of plant nutrients on the relationship between a herbivorous insect and its symbiotic bacteria</article-title>. <source>Proc. R. Soc. B-Biol. Sci.</source> <volume>275</volume>, <fpage>565</fpage>&#x2013;<lpage>570</lpage>. doi: <pub-id pub-id-type="doi">10.1098/rspb.2007.1478</pub-id>, PMID: <pub-id pub-id-type="pmid">18089538</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chang</surname> <given-names>G.</given-names></name> <name><surname>Xue</surname> <given-names>H.</given-names></name> <name><surname>Ji</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Zhu</surname> <given-names>X.</given-names></name> <name><surname>Zhang</surname> <given-names>K.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Risk assessment of predatory lady beetle <italic>Propylea japonica</italic>'s multi-generational exposure to three non-insecticidal agrochemicals</article-title>. <source>Sci. Total Environ.</source> <volume>886</volume>:<fpage>163931</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.scitotenv.2023.163931</pub-id>, PMID: <pub-id pub-id-type="pmid">37156379</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>Y.</given-names></name> <name><surname>Wang</surname> <given-names>W. W.</given-names></name> <name><surname>Chen</surname> <given-names>Y.</given-names></name> <name><surname>Fu</surname> <given-names>Q.</given-names></name></person-group> (<year>2014</year>). <article-title>Research progress on the bacterial symbiont <italic>Arsenophonus</italic> of insects</article-title>. <source>Acta Agric. Zhejiangensis</source> <volume>26</volume>, <fpage>530</fpage>&#x2013;<lpage>536</lpage>. doi: <pub-id pub-id-type="doi">10.3969/j.issn.1004-1524.2014.02.49</pub-id></citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chi</surname> <given-names>H.</given-names></name></person-group> (<year>1988</year>). <article-title>Life-table analysis incorporating both sexes and variable development rates among individuals</article-title>. <source>Environ. Entomol.</source> <volume>17</volume>, <fpage>26</fpage>&#x2013;<lpage>34</lpage>. doi: <pub-id pub-id-type="doi">10.1093/ee/17.1.26</pub-id></citation></ref>
<ref id="ref11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chi</surname> <given-names>H.</given-names></name> <name><surname>Liu</surname> <given-names>H.</given-names></name></person-group> (<year>1985</year>). <article-title>Two new methods for the study of insect population ecology</article-title>. <source>Bull. Inst. Zool. Acad. Sin.</source> <volume>24</volume>, <fpage>225</fpage>&#x2013;<lpage>240</lpage>.</citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Coutts</surname> <given-names>B. A.</given-names></name> <name><surname>Hawkes</surname> <given-names>J. R.</given-names></name> <name><surname>Jones</surname> <given-names>R. A. C.</given-names></name></person-group> (<year>2006</year>). <article-title>Occurrence of beet western yellows virus and its aphid vectors in over-summering broad-leafed weeds and volunteer crop plants in the grainbelt region of South-Western Australia</article-title>. <source>Aust. J. Agric. Res.</source> <volume>57</volume>, <fpage>975</fpage>&#x2013;<lpage>982</lpage>. doi: <pub-id pub-id-type="doi">10.1071/AR05407</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dalley</surname> <given-names>C. D.</given-names></name> <name><surname>Kells</surname> <given-names>J. J.</given-names></name> <name><surname>Renner</surname> <given-names>K. A.</given-names></name></person-group> (<year>2004</year>). <article-title>Effect of glyphosate application timing and row spacing on corn (<italic>Zea mays</italic>) and soybean (<italic>Glycine max</italic>) yields</article-title>. <source>Weed Technol.</source> <volume>18</volume>, <fpage>165</fpage>&#x2013;<lpage>176</lpage>. doi: <pub-id pub-id-type="doi">10.1614/02-150A</pub-id></citation></ref>
<ref id="ref14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Douglas</surname> <given-names>A. E.</given-names></name> <name><surname>Minto</surname> <given-names>L. B.</given-names></name> <name><surname>Wilkinson</surname> <given-names>T. L.</given-names></name></person-group> (<year>2001</year>). <article-title>Quantifying nutrient production by the microbial symbionts in an aphid</article-title>. <source>J. Exp. Biol.</source> <volume>204</volume>, <fpage>349</fpage>&#x2013;<lpage>358</lpage>. doi: <pub-id pub-id-type="doi">10.1242/jeb.204.2.349</pub-id>, PMID: <pub-id pub-id-type="pmid">11136620</pub-id></citation></ref>
<ref id="ref15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Frago</surname> <given-names>E.</given-names></name> <name><surname>Mala</surname> <given-names>M.</given-names></name> <name><surname>Weldegergis</surname> <given-names>B. T.</given-names></name> <name><surname>Yang</surname> <given-names>C.</given-names></name> <name><surname>McLean</surname> <given-names>A.</given-names></name> <name><surname>Godfray</surname> <given-names>H. C. J.</given-names></name></person-group> (<year>2017</year>). <article-title>Symbionts protect aphids from parasitic wasps by attenuating herbivore-induced plant volatiles</article-title>. <source>Nat. Commun.</source> <volume>8</volume>:<fpage>1860</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-017-01935-0</pub-id>, PMID: <pub-id pub-id-type="pmid">29192219</pub-id></citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heidari Latibari</surname> <given-names>M.</given-names></name> <name><surname>Moravvej</surname> <given-names>G.</given-names></name> <name><surname>Rakhshani</surname> <given-names>E.</given-names></name> <name><surname>Karimi</surname> <given-names>J.</given-names></name> <name><surname>Arias-Penna</surname> <given-names>D. C.</given-names></name> <name><surname>Butcher</surname> <given-names>B.</given-names></name></person-group> (<year>2023</year>). <article-title><italic>Arsenophonus</italic>: a double-edged sword of aphid defense against parasitoids</article-title>. <source>Insects.</source> <volume>14</volume>:<fpage>763</fpage>. doi: <pub-id pub-id-type="doi">10.3390/insects14090763</pub-id>, PMID: <pub-id pub-id-type="pmid">37754731</pub-id></citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Henry</surname> <given-names>L. M.</given-names></name> <name><surname>Maiden</surname> <given-names>M. C. J.</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> <name><surname>Bourke</surname> <given-names>A.</given-names></name></person-group> (<year>2015</year>). <article-title>Insect life history and the evolution of bacterial mutualism</article-title>. <source>Ecol. Lett.</source> <volume>18</volume>, <fpage>516</fpage>&#x2013;<lpage>525</lpage>. doi: <pub-id pub-id-type="doi">10.1111/ele.12425</pub-id>, PMID: <pub-id pub-id-type="pmid">25868533</pub-id></citation></ref>
<ref id="ref18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hr&#x010D;ek</surname> <given-names>J.</given-names></name> <name><surname>McLean</surname> <given-names>A. H. C.</given-names></name> <name><surname>Godfray</surname> <given-names>H. C. J.</given-names></name></person-group> (<year>2016</year>). <article-title>Symbionts modify interactions between insects and natural enemies in the field</article-title>. <source>J. Anim. Ecol.</source> <volume>85</volume>, <fpage>1605</fpage>&#x2013;<lpage>1612</lpage>. doi: <pub-id pub-id-type="doi">10.1111/1365-2656.12586</pub-id>, PMID: <pub-id pub-id-type="pmid">27561159</pub-id></citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kafil</surname> <given-names>M.</given-names></name> <name><surname>Allahyari</surname> <given-names>H.</given-names></name> <name><surname>Saboori</surname> <given-names>A.</given-names></name></person-group> (<year>2007</year>). <article-title>Effect of host plants on developmental time and life table parameters of <italic>Amphitetranychus viennensis</italic> (Acari: Tetranychidae)</article-title>. <source>Exp. Appl. Acarol.</source> <volume>42</volume>, <fpage>273</fpage>&#x2013;<lpage>281</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10493-007-9095-9</pub-id>, PMID: <pub-id pub-id-type="pmid">17710558</pub-id></citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Latorre</surname> <given-names>A.</given-names></name> <name><surname>Gil</surname> <given-names>R.</given-names></name> <name><surname>Silva</surname> <given-names>F. J.</given-names></name> <name><surname>Mart&#x00ED;nez-Torres</surname> <given-names>D.</given-names></name> <name><surname>Moya</surname> <given-names>A.</given-names></name></person-group> (<year>2003</year>). <article-title>Tempo and mode of genomic evolution in endosymbiotic bacteria of insects: the case of <italic>Buchnera aphidicola</italic></article-title>. <source>Symbiosis</source> <volume>34</volume>, <fpage>301</fpage>&#x2013;<lpage>316</lpage>.</citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>D.</given-names></name> <name><surname>Hou</surname> <given-names>Y.</given-names></name> <name><surname>Shen</surname> <given-names>Z.</given-names></name></person-group> (<year>2006</year>). <article-title>Influence of host plant species on the development and reproduction of hawthorn spider mite <italic>Tetranychus viennensis</italic> Zacher</article-title>. <source>Acta Ecol. Sin.</source> <volume>1</volume>, <fpage>182</fpage>&#x2013;<lpage>189</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11461-006-0010-z</pub-id>, PMID: <pub-id pub-id-type="pmid">39751530</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ma</surname> <given-names>Y. J.</given-names></name> <name><surname>He</surname> <given-names>H. P.</given-names></name> <name><surname>Zhao</surname> <given-names>H. M.</given-names></name> <name><surname>Xian</surname> <given-names>Y. D.</given-names></name> <name><surname>Guo</surname> <given-names>H.</given-names></name> <name><surname>Liu</surname> <given-names>B.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Microbiome diversity of cotton aphids (<italic>Aphis gossypii</italic>) is associated with host alternation</article-title>. <source>Sci. Rep.</source> <volume>11</volume>:<fpage>5260</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-021-83675-2</pub-id>, PMID: <pub-id pub-id-type="pmid">33664278</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Milbrath</surname> <given-names>L. R.</given-names></name> <name><surname>Biazzo</surname> <given-names>J.</given-names></name></person-group> (<year>2012</year>). <article-title>Development and reproduction of the foxglove aphid (hemiptera: Aphididae) on invasive swallow-worts (vincetoxicum spp.)</article-title>. <source>Environ. Entomol.</source> <volume>41</volume>, <fpage>665</fpage>&#x2013;<lpage>668</lpage>. doi: <pub-id pub-id-type="doi">10.1603/EN11239</pub-id>, PMID: <pub-id pub-id-type="pmid">22732625</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morando</surname> <given-names>R.</given-names></name> <name><surname>Da Silva</surname> <given-names>I. F.</given-names></name> <name><surname>Da Silva Santana</surname> <given-names>A.</given-names></name> <name><surname>Sampaio</surname> <given-names>G. S. L.</given-names></name> <name><surname>Louren&#x00E7;&#x00E3;o</surname> <given-names>A. L.</given-names></name> <name><surname>Baldin</surname> <given-names>E. L. L.</given-names></name></person-group> (<year>2021</year>). <article-title>Assessing cotton genotypes for resistance to <italic>Aphis gossypii</italic> (Hemiptera: Aphididae)</article-title>. <source>J. Econ. Entomol.</source> <volume>114</volume>, <fpage>387</fpage>&#x2013;<lpage>396</lpage>. doi: <pub-id pub-id-type="doi">10.1093/jee/toaa303</pub-id>, PMID: <pub-id pub-id-type="pmid">33399198</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Perng</surname> <given-names>J. J.</given-names></name></person-group> (<year>2002</year>). <article-title>Life history traits of <italic>Aphis gossypii</italic> glover (Hom., Aphididae) reared on four widely distributed weeds</article-title>. <source>J. Appl. Entomol.</source> <volume>126</volume>, <fpage>97</fpage>&#x2013;<lpage>100</lpage>. doi: <pub-id pub-id-type="doi">10.1046/j.1439-0418.2002.00613.x</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rabatel</surname> <given-names>A.</given-names></name> <name><surname>Febvay</surname> <given-names>G.</given-names></name> <name><surname>Gaget</surname> <given-names>K.</given-names></name> <name><surname>Duport</surname> <given-names>G.</given-names></name> <name><surname>Baa-Puyoulet</surname> <given-names>P.</given-names></name> <name><surname>Sapountzis</surname> <given-names>P.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Tyrosine pathway regulation is host-mediated in the pea aphid symbiosis during late embryonic and early larval development</article-title>. <source>BMC Genomics</source> <volume>14</volume>:<fpage>235</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2164-14-235</pub-id>, PMID: <pub-id pub-id-type="pmid">23575215</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ramalho</surname> <given-names>F. S.</given-names></name> <name><surname>Fernandes</surname> <given-names>F. S.</given-names></name> <name><surname>Nascimento</surname> <given-names>A. R. B.</given-names></name> <name><surname>Nascimento</surname> <given-names>J. L.</given-names></name> <name><surname>Malaquias</surname> <given-names>J. B.</given-names></name> <name><surname>Silva</surname> <given-names>C. A. D.</given-names></name></person-group> (<year>2012</year>). <article-title>Feeding damage from cotton aphids, <italic>Aphis gossypii</italic> glover (Hemiptera: Heteroptera: Aphididae), in cotton with colored fiber intercropped with fennel</article-title>. <source>Ann. Entomol. Soc. Am.</source> <volume>105</volume>, <fpage>20</fpage>&#x2013;<lpage>27</lpage>. doi: <pub-id pub-id-type="doi">10.1603/AN11122</pub-id></citation></ref>
<ref id="ref28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Razmjou</surname> <given-names>J.</given-names></name> <name><surname>Vorburger</surname> <given-names>C.</given-names></name> <name><surname>Moharramipour</surname> <given-names>S.</given-names></name> <name><surname>Mirhoseini</surname> <given-names>S. Z.</given-names></name> <name><surname>Fathipour</surname> <given-names>Y.</given-names></name></person-group> (<year>2010</year>). <article-title>Host-associated differentiation and evidence for sexual reproduction in Iranian populations of the cotton aphid, <italic>Aphis gossypii</italic></article-title>. <source>Entomol. Exp. Appl.</source> <volume>134</volume>, <fpage>191</fpage>&#x2013;<lpage>199</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1570-7458.2009.00951.x</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Richards</surname> <given-names>S.</given-names></name> <name><surname>Gibbs</surname> <given-names>R. A.</given-names></name> <name><surname>Gerardo</surname> <given-names>N. M.</given-names></name> <name><surname>Moran</surname> <given-names>N.</given-names></name> <name><surname>Nakabachi</surname> <given-names>A.</given-names></name> <name><surname>Stern</surname> <given-names>D.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Genome sequence of the pea aphid <italic>Acyrthosiphon pisum</italic></article-title>. <source>PLoS Biol.</source> <volume>8</volume>:<fpage>e1000313</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pbio.1000313</pub-id>, PMID: <pub-id pub-id-type="pmid">20186266</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sandstr&#x00F6;m</surname> <given-names>J.</given-names></name> <name><surname>Pettersson</surname> <given-names>J.</given-names></name></person-group> (<year>1994</year>). <article-title>Amino acid composition of phloem sap and the relation to intraspecific variation in pea aphid (<italic>Acyrthosiphon pisum</italic>) performance</article-title>. <source>J. Insect Physiol.</source> <volume>40</volume>, <fpage>947</fpage>&#x2013;<lpage>955</lpage>. doi: <pub-id pub-id-type="doi">10.1016/0022-1910(94)90133-3</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Satar</surname> <given-names>S.</given-names></name> <name><surname>Kersting</surname> <given-names>U.</given-names></name> <name><surname>Yokomi</surname> <given-names>R.</given-names></name></person-group> (<year>2013</year>). <article-title>Presence of two host races of <italic>Aphis gossypii</italic> glover (Hemiptera: Aphididae) collected in Turkey</article-title>. <source>Ann. Appl. Biol.</source> <volume>162</volume>, <fpage>41</fpage>&#x2013;<lpage>49</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1744-7348.2012.00578.x</pub-id></citation></ref>
<ref id="ref32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shang</surname> <given-names>J.</given-names></name> <name><surname>Yao</surname> <given-names>Y. S.</given-names></name> <name><surname>Zhu</surname> <given-names>X. Z.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Li</surname> <given-names>D. Y.</given-names></name> <name><surname>Zhang</surname> <given-names>K. X.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Evaluation of sublethal and transgenerational effects of sulfoxaflor on <italic>Aphis gossypii</italic> via life table parameters and 16S rRNA sequencing</article-title>. <source>Pest Manag. Sci.</source> <volume>77</volume>, <fpage>3406</fpage>&#x2013;<lpage>3418</lpage>. doi: <pub-id pub-id-type="doi">10.1002/ps.6385</pub-id>, PMID: <pub-id pub-id-type="pmid">33786972</pub-id></citation></ref>
<ref id="ref33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Show</surname> <given-names>B. K.</given-names></name> <name><surname>Banerjee</surname> <given-names>S.</given-names></name> <name><surname>Banerjee</surname> <given-names>A.</given-names></name> <name><surname>GhoshThakur</surname> <given-names>R.</given-names></name> <name><surname>Hazra</surname> <given-names>A. K.</given-names></name> <name><surname>Mandal</surname> <given-names>N. C.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Insect gut bacteria: a promising tool for enhanced biogas production</article-title>. <source>Rev. Environ. Sci. Biotechnol.</source> <volume>21</volume>, <fpage>1</fpage>&#x2013;<lpage>25</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11157-021-09607-8</pub-id></citation></ref>
<ref id="ref34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Simon</surname> <given-names>J. C.</given-names></name> <name><surname>Carr&#x00E9;</surname> <given-names>S.</given-names></name> <name><surname>Boutin</surname> <given-names>M.</given-names></name> <name><surname>Prunier-Leterme</surname> <given-names>N.</given-names></name> <name><surname>Sabater-Mu&#x00F1;oz</surname> <given-names>B.</given-names></name> <name><surname>Latorre</surname> <given-names>A.</given-names></name></person-group> (<year>2003</year>). <article-title>Host-based divergence in populations of the pea aphid: insights from nuclear markers and the prevalence of facultative symbionts</article-title>. <source>Proc. R. Soc. B-Biol. Sci.</source> <volume>270</volume>, <fpage>1703</fpage>&#x2013;<lpage>1712</lpage>. doi: <pub-id pub-id-type="doi">10.1098/rspb.2003.2430</pub-id>, PMID: <pub-id pub-id-type="pmid">12964998</pub-id></citation></ref>
<ref id="ref35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Smith</surname> <given-names>C. M.</given-names></name> <name><surname>Chuang</surname> <given-names>W. P.</given-names></name></person-group> (<year>2014</year>). <article-title>Plant resistance to aphid feeding: behavioral, physiological, genetic and molecular cues regulate aphid host selection and feeding</article-title>. <source>Pest Manag. Sci.</source> <volume>70</volume>, <fpage>528</fpage>&#x2013;<lpage>540</lpage>. doi: <pub-id pub-id-type="doi">10.1002/ps.3689</pub-id>, PMID: <pub-id pub-id-type="pmid">24282145</pub-id></citation></ref>
<ref id="ref36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tian</surname> <given-names>P. P.</given-names></name> <name><surname>Chang</surname> <given-names>C. Y.</given-names></name> <name><surname>Miao</surname> <given-names>N. H.</given-names></name> <name><surname>Li</surname> <given-names>M. Y.</given-names></name> <name><surname>Liu</surname> <given-names>X. D.</given-names></name></person-group> (<year>2019</year>). <article-title>Infections with <italic>Arsenophonus</italic> facultative endosymbionts Alter performance of aphids (<italic>Aphis gossypii</italic>) on an amino-acid-deficient diet</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>85</volume>, <fpage>e01407</fpage>&#x2013;<lpage>e01419</lpage>. doi: <pub-id pub-id-type="doi">10.1128/aem.01407-12</pub-id></citation></ref>
<ref id="ref37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tian</surname> <given-names>P. P.</given-names></name> <name><surname>Zhang</surname> <given-names>Y. L.</given-names></name> <name><surname>Huang</surname> <given-names>J. L.</given-names></name> <name><surname>Li</surname> <given-names>W. Y.</given-names></name> <name><surname>Liu</surname> <given-names>X. D.</given-names></name></person-group> (<year>2023</year>). <article-title><italic>Arsenophonus</italic> interacts with <italic>Buchnera</italic> to improve growth performance of aphids under amino acid stress</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>11</volume>:<fpage>e01792-23</fpage>. doi: <pub-id pub-id-type="doi">10.1128/spectrum.01792-23</pub-id>, PMID: <pub-id pub-id-type="pmid">37222634</pub-id></citation></ref>
<ref id="ref38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vorburger</surname> <given-names>C.</given-names></name> <name><surname>Herzog</surname> <given-names>J.</given-names></name> <name><surname>Rouchet</surname> <given-names>R.</given-names></name></person-group> (<year>2017</year>). <article-title>Aphid specialization on different summer hosts is associated with strong genetic differentiation and unequal symbiont communities despite a common mating habitat</article-title>. <source>J. Evol. Biol.</source> <volume>30</volume>, <fpage>762</fpage>&#x2013;<lpage>772</lpage>. doi: <pub-id pub-id-type="doi">10.1111/jeb.13040</pub-id>, PMID: <pub-id pub-id-type="pmid">28055138</pub-id></citation></ref>
<ref id="ref39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>Y. H.</given-names></name> <name><surname>Mikaelyan</surname> <given-names>A.</given-names></name> <name><surname>Coates</surname> <given-names>B. S.</given-names></name> <name><surname>Lorenzen</surname> <given-names>M.</given-names></name></person-group> (<year>2024</year>). <article-title>The genome of <italic>Arsenophonus</italic> sp. and its potential contribution in the corn Planthopper, <italic>Peregrinus maidis</italic></article-title>. <source>Insects.</source> <volume>15</volume>:<fpage>113</fpage>. doi: <pub-id pub-id-type="doi">10.3390/insects15020113</pub-id>, PMID: <pub-id pub-id-type="pmid">38392531</pub-id></citation></ref>
<ref id="ref40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Zhang</surname> <given-names>S.</given-names></name> <name><surname>Luo</surname> <given-names>J. Y.</given-names></name> <name><surname>Wang</surname> <given-names>C. Y.</given-names></name> <name><surname>Lv</surname> <given-names>L. M.</given-names></name> <name><surname>Zhu</surname> <given-names>X. Z.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Identification of <italic>Aphis gossypii</italic> glover (Hemiptera: Aphididae) biotypes from different host plants in North China</article-title>. <source>PLoS One</source> <volume>11</volume>:<fpage>e0146345</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0146345</pub-id>, PMID: <pub-id pub-id-type="pmid">26735973</pub-id></citation></ref>
<ref id="ref41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>S.</given-names></name> <name><surname>Jiang</surname> <given-names>L.</given-names></name> <name><surname>Qiao</surname> <given-names>G.</given-names></name> <name><surname>Chen</surname> <given-names>J.</given-names></name></person-group> (<year>2020</year>). <article-title>The bacterial Flora associated with the polyphagous aphid <italic>Aphis gossypii</italic> glover (Hemiptera: Aphididae) is strongly affected by host plants</article-title>. <source>Microb. Ecol.</source> <volume>79</volume>, <fpage>971</fpage>&#x2013;<lpage>984</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00248-019-01435-2</pub-id>, PMID: <pub-id pub-id-type="pmid">31802184</pub-id></citation></ref>
<ref id="ref42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>W.</given-names></name> <name><surname>Liu</surname> <given-names>W.</given-names></name> <name><surname>Li</surname> <given-names>J.</given-names></name> <name><surname>Zhu</surname> <given-names>X.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Li</surname> <given-names>D.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title><italic>Buchnera</italic> breaks the specialization of the cotton-specialized aphid (<italic>Aphis gossypii</italic>) by providing nutrition through zucchini</article-title>. <source>Front. Nutr.</source> <volume>10</volume>:<fpage>1128272</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnut.2023.1128272</pub-id>, PMID: <pub-id pub-id-type="pmid">37025616</pub-id></citation></ref>
<ref id="ref43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>N.</given-names></name> <name><surname>Tan</surname> <given-names>G.</given-names></name> <name><surname>Wang</surname> <given-names>H.</given-names></name> <name><surname>Gai</surname> <given-names>X.</given-names></name></person-group> (<year>2016</year>). <article-title>Effect of biochar additions to soil on nitrogen leaching, microbial biomass and bacterial community structure</article-title>. <source>Eur. J. Soil Biol.</source> <volume>74</volume>, <fpage>1</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ejsobi.2016.02.004</pub-id></citation></ref>
<ref id="ref44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xue</surname> <given-names>H.</given-names></name> <name><surname>Zhu</surname> <given-names>X.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Zhang</surname> <given-names>K.</given-names></name> <name><surname>Li</surname> <given-names>D.</given-names></name> <name><surname>Ji</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Gut bacterial diversity in different life cycle stages of <italic>Adelphocoris suturalis</italic> (Hemiptera: Miridae)</article-title>. <source>Front. Microbiol.</source> <volume>12</volume>:<fpage>670383</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2021.670383</pub-id>, PMID: <pub-id pub-id-type="pmid">34149656</pub-id></citation></ref>
<ref id="ref45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>F. Y.</given-names></name> <name><surname>Saqib</surname> <given-names>H. S. A.</given-names></name> <name><surname>Chen</surname> <given-names>J. H.</given-names></name> <name><surname>Ruan</surname> <given-names>Q. Q.</given-names></name> <name><surname>Vasseur</surname> <given-names>L.</given-names></name> <name><surname>He</surname> <given-names>W. Y.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Differential profiles of gut microbiota and metabolites associated with host shift of <italic>plutella xylostella</italic></article-title>. <source>Int. J. Mol. Sci.</source> <volume>21</volume>, <fpage>1</fpage>&#x2013;<lpage>15</lpage>. doi: <pub-id pub-id-type="doi">10.3390/ijms21176283</pub-id>, PMID: <pub-id pub-id-type="pmid">32872681</pub-id></citation></ref>
<ref id="ref46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Y. C.</given-names></name> <name><surname>Cao</surname> <given-names>W. J.</given-names></name> <name><surname>Zhong</surname> <given-names>L. R.</given-names></name> <name><surname>Godfray</surname> <given-names>H. C. J.</given-names></name> <name><surname>Liu</surname> <given-names>X. D.</given-names></name></person-group> (<year>2016</year>). <article-title>Host plant determines the population size of an obligate symbiont (<italic>Buchnera aphidicola</italic>) in aphids</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>82</volume>, <fpage>2336</fpage>&#x2013;<lpage>2346</lpage>. doi: <pub-id pub-id-type="doi">10.1128/AEM.04131-15</pub-id>, PMID: <pub-id pub-id-type="pmid">26850304</pub-id></citation></ref>
<ref id="ref47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Q.</given-names></name> <name><surname>Lu</surname> <given-names>Z.</given-names></name> <name><surname>Li</surname> <given-names>L.</given-names></name> <name><surname>Guan</surname> <given-names>X.</given-names></name> <name><surname>Ouyang</surname> <given-names>F.</given-names></name> <name><surname>Zhang</surname> <given-names>Y.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Ecological effects of farmland landscape patterns on the populations of cotton aphids, <italic>Aphis gossypii</italic> glover, in North China</article-title>. <source>Shengtai Xuebao</source> <volume>38</volume>, <fpage>1366</fpage>&#x2013;<lpage>1374</lpage>. doi: <pub-id pub-id-type="doi">10.5846/stxb201701040031</pub-id></citation></ref>
<ref id="ref48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>S.</given-names></name> <name><surname>Su</surname> <given-names>H.</given-names></name> <name><surname>Jiang</surname> <given-names>W.</given-names></name> <name><surname>Hu</surname> <given-names>D.</given-names></name> <name><surname>Ali</surname> <given-names>I.</given-names></name> <name><surname>Jin</surname> <given-names>T.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Symbiotic microbial studies in diverse populations of <italic>Aphis gossypii</italic>, existing on altered host plants in different localities during different times</article-title>. <source>Ecol. Evol.</source> <volume>11</volume>, <fpage>13948</fpage>&#x2013;<lpage>13960</lpage>. doi: <pub-id pub-id-type="doi">10.1002/ece3.8100</pub-id>, PMID: <pub-id pub-id-type="pmid">34707830</pub-id></citation></ref>
<ref id="ref49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname> <given-names>Y.</given-names></name> <name><surname>Zhang</surname> <given-names>S.</given-names></name> <name><surname>Luo</surname> <given-names>J. Y.</given-names></name> <name><surname>Wang</surname> <given-names>C. Y.</given-names></name> <name><surname>Lv</surname> <given-names>L. M.</given-names></name> <name><surname>Cui</surname> <given-names>J. J.</given-names></name></person-group> (<year>2016</year>). <article-title>Bacterial communities of the cotton aphid <italic>Aphis gossypii</italic> associated with <italic>Bt</italic> cotton in northern China</article-title>. <source>Sci. Rep.</source> <volume>6</volume>:<fpage>22958</fpage>. doi: <pub-id pub-id-type="doi">10.1038/srep22958</pub-id>, PMID: <pub-id pub-id-type="pmid">27079679</pub-id></citation></ref>
<ref id="ref50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname> <given-names>B. M.</given-names></name> <name><surname>Zhu</surname> <given-names>Y. Y.</given-names></name> <name><surname>Zhang</surname> <given-names>Q.</given-names></name></person-group> (<year>2017</year>). <article-title>Efficacy of Oxyfluorfen and Pendimethalin on <italic>Solanum nigrum</italic> in film covered cotton field</article-title>. <source>Agrochemicals.</source> <volume>56</volume>, <fpage>612</fpage>&#x2013;<lpage>620</lpage>. doi: <pub-id pub-id-type="doi">10.16820/j.cnki.1006-0413.2017.08.021</pub-id></citation></ref>
<ref id="ref51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zheng</surname> <given-names>C. L.</given-names></name> <name><surname>Liu</surname> <given-names>X. D.</given-names></name> <name><surname>Zhai</surname> <given-names>B. P.</given-names></name></person-group> (<year>2007</year>). <article-title>The fitness of host biotypes of the cotton aphid (<italic>Aphis gossypii</italic> glover) to host plants and their reciprocal transfer pathways</article-title>. <source>Acta Ecol. Sin.</source> <volume>27</volume>, <fpage>1879</fpage>&#x2013;<lpage>1886</lpage>.</citation></ref>
<ref id="ref52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhong</surname> <given-names>X.</given-names></name> <name><surname>Yang</surname> <given-names>Y.</given-names></name> <name><surname>Feng</surname> <given-names>P.</given-names></name> <name><surname>Ma</surname> <given-names>Q.</given-names></name> <name><surname>Su</surname> <given-names>Q.</given-names></name> <name><surname>Wang</surname> <given-names>X.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Transcriptomic profiling of cotton leaves in response to cotton aphid damage</article-title>. <source>Acta Physiol. Plant.</source> <volume>44</volume>:<fpage>98</fpage>. doi: <pub-id pub-id-type="doi">10.1007/s11738-022-03438-y</pub-id></citation></ref>
</ref-list>
</back>
</article>