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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2024.1387248</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Microbiomes, diet flexibility, and the spread of a beetle parasite of honey bees</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Huang</surname> <given-names>Qiang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/217622/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Han</surname> <given-names>Wensu</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1995286/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Posada-Florez</surname> <given-names>Francisco</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<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>Evans</surname> <given-names>Jay D.</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/186872/overview"/>
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</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Honeybee Research Institute, Jiangxi Agricultural University</institution>, <addr-line>Nanchang</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Integrative Biology, The University of Texas at Austin</institution>, <addr-line>Austin, TX</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Environment and Plant Protection Institute, Chinese Academy of Tropical Agricultural Sciences</institution>, <addr-line>Haikou</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>USDA, Beltsville Agricultural Research Center, Bee Research Laboratory, Agricultural Research Service</institution>, <addr-line>Beltsville, MD</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Yijuan Xu, South China Agricultural University, China</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Muhammad Noor-Ul-Ane, Andong National University, Republic of Korea</p>
<p>Hao-Sen Li, Sun Yat-sen University, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Qiang Huang, <email>qiang-huang@live.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>31</day>
<month>05</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1387248</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>05</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Huang, Han, Posada-Florez and Evans.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Huang, Han, Posada-Florez and Evans</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>Invasive pests may disturb and destructively reformat the local ecosystem. The small hive beetle (SHB), <italic>Aethina tumida</italic>, originated in Africa and has expanded to America, Australia, Europe, and Asia. A key factor facilitating its fast global expansion is its ability to subsist on diverse food inside and outside honey bee colonies. SHBs feed on various plant fruits and exudates in the environment while searching for bee hives. After sneaking into a bee hive, they switch their diet to honey, pollen, and bee larvae. How SHBs survive on such a broad range of food remains unclear. In this study, we simulated the outside and within hive stages by providing banana and hive resources and quantified the SHB associated microbes adjusted by the diet. We found that SHBs fed on bananas were colonized by microbes coding more carbohydrate-active enzymes and a higher alpha diversity than communities from SHBs feeding on hive products or those collected directly from bee hives. SHBs fed on bananas and those collected from the hive showed high symbiont variance, indicated by the beta diversity. Surprisingly, we found the honey bee core symbiont <italic>Snodgrassella alvi</italic> in the guts of SHBs collected in bee hives. To determine the role of <italic>S. alvi</italic> in SHB biology, we inoculated SHBs with a genetically tagged culture of <italic>S. alvi,</italic> showing that this symbiont is a likely transient of SHBs. In contrast, the fungus <italic>Kodamaea ohmeri</italic> is the primary commensal of SHBs. Diet-based microbiome shifts are likely to play a key role in the spread and success of SHBs.</p>
</abstract>
<kwd-group>
<kwd>invasive pest</kwd>
<kwd>symbiosis</kwd>
<kwd>beetle</kwd>
<kwd>bee</kwd>
<kwd>engineered bacteria</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="59"/>
<page-count count="8"/>
<word-count count="6037"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Microbial Symbioses</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>Invasive species are organisms introduced to a new habitat where they are not known to occur. In new habitats, these species thrive and continue to expand their territory (<xref ref-type="bibr" rid="ref47">Rohner and Moczek, 2020</xref>). Invasive species compete for limited food and shelter resources and parasitize or prey upon local species, causing ecological and economic damage. Invasive species are predicted to have caused 25% of plant extinction and 33% of animal extinction events (<xref ref-type="bibr" rid="ref9">Blackburn et al., 2019</xref>; <xref ref-type="bibr" rid="ref4">Angulo et al., 2022</xref>). To which extent species can explore local food resources determines the success of invasions. Species with broad food breadth can have competitive advantages and better pathogenic bacteria tolerance (<xref ref-type="bibr" rid="ref5">Barthel et al., 2014</xref>; <xref ref-type="bibr" rid="ref34">Machovsky-Capuska et al., 2016</xref>).</p>
<p>The small hive beetle (<italic>Aethina tumida</italic>, SHB) is a honey bee pest that originated in sub-Saharan Africa. In its native range, honey bees efficiently guard against SHBs, limiting their populations (<xref ref-type="bibr" rid="ref38">Neumann et al., 2016</xref>; <xref ref-type="bibr" rid="ref39">Ouessou Idrissou et al., 2019</xref>). Thus, the impact of SHBs on native honey bee colonies is minor. Following international trade lines, SHBs have moved out of Africa and expanded rapidly into novel habitats (<xref ref-type="bibr" rid="ref23">Idrissou et al., 2019</xref>; <xref ref-type="bibr" rid="ref30">Liu et al., 2021</xref>). During this expansion, SHBs were first reported in the USA in 1996. SHBs were further dispersed to Australia, Europe, and Asia over two decades (<xref ref-type="bibr" rid="ref21">Hood, 2000</xref>; <xref ref-type="bibr" rid="ref20">Gillespie et al., 2003</xref>; <xref ref-type="bibr" rid="ref40">Palmeri et al., 2014</xref>; <xref ref-type="bibr" rid="ref14">Cervancia et al., 2016</xref>). SHBs have been introduced in and out of America several times (<xref ref-type="bibr" rid="ref38">Neumann et al., 2016</xref>). <italic>Kodamaea ohmeri</italic> is a commensal fungus of SHBs, fermenting the honey and eventually sliming the hive, presumably attracting other SHBs (<xref ref-type="bibr" rid="ref6">Benda et al., 2008</xref>; <xref ref-type="bibr" rid="ref3">Amos et al., 2018</xref>, <xref ref-type="bibr" rid="ref2">2019</xref>). SHBs also carry and disperse bee viruses, causing colony failure (<xref ref-type="bibr" rid="ref18">Eyer et al., 2009</xref>). SHB infestation has caused substantial damage to the apicultural industry (<xref ref-type="bibr" rid="ref21">Hood, 2000</xref>; <xref ref-type="bibr" rid="ref57">Zhao et al., 2020</xref>). One reason for their rapid dispersal is that the SHBs can feed on diverse fruits and saps while searching for bee hives (<xref ref-type="bibr" rid="ref53">Stuhl, 2021</xref>).</p>
<p>By colonizing the guts or specialized organs, symbionts improve the nutritional yields of flies, bees, aphids, and beetles (<xref ref-type="bibr" rid="ref46">Reis et al., 2020</xref>; <xref ref-type="bibr" rid="ref28">Li et al., 2022</xref>; <xref ref-type="bibr" rid="ref51">Smith et al., 2022</xref>; <xref ref-type="bibr" rid="ref33">Luo et al., 2023</xref>). In SHBs, neither a symbiont organ nor symbiont shifts in response to nutrition have been reported. Previously, we found distinctive microbes associated with SHB larvae and the co-occurrence of several known bee symbionts (<xref ref-type="bibr" rid="ref22">Huang et al., 2019</xref>). We hypothesized that the ability to feed on a variety of plant products, including diverse fruits and saps, along with the specialized diet provided by honey bee colonies may require the assistance of gut symbionts. Further, this symbiont community might adjust in response to extreme diets (<xref ref-type="bibr" rid="ref17">David et al., 2014</xref>). As SHBs may disperse through the banana trade line (<xref ref-type="bibr" rid="ref30">Liu et al., 2021</xref>), we simulated the dispersal and within hive stages by feeding SHBs with banana (Banana group) and a mixture of bee pollen and honey (Bee_Bread group). We also directly collected SHBs from a honey bee hive (Wild group) to assess natural variation in SHB microbes (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>). <italic>Snodgrassella alvi</italic> is a core honey bee gut symbiont. This bacterium colonizes the hindgut, helping lipid metabolism (<xref ref-type="bibr" rid="ref44">Quinn et al., 2024</xref>). To assess whether honey bee symbionts play a significant role in SHB health, we also used a genetically tagged <italic>S. alvi</italic> and measured the transit of this microbe in the SHB gut.</p>
</sec>
<sec sec-type="results" id="sec2">
<title>Results</title>
<sec id="sec3">
<title>Minor impact of diet on SHBs survival</title>
<p>We first investigated the impact of the banana and bee bread on beetle survival in the lab condition. After 3&#x2009;weeks of rearing, 30 beetles survived in the Banana group, and 27 survived in the Bee_Bread group (<xref ref-type="supplementary-material" rid="SM1">Supplementary Tables S1</xref>), hence the variance of the banana and bread on SHBs survival was minor (Pearson&#x2019;s Chi-squared test, df&#x2009;=&#x2009;2, <italic>P</italic>&#x2009;=&#x2009;0.516).</p>
</sec>
<sec id="sec4">
<title><italic>De novo</italic> assembly of metagenomes associated with SHBs</title>
<p>As the microbes associated with SHB are largely unknown, we then assembled the microbiome genomes. We randomly selected 10 SHBs in the Banana and Bee_Bread groups and eight SHBs collected in bee hive for metagenomic analyses to quantify the associated gene content and microbes. On average, 5.5&#x2009;&#x00B1;&#x2009;1.3 million reads (150&#x2009;bp per read) were assigned to microbes in each library, and the ratios of microbe to host reads did not differ significantly between libraries (<italic>t</italic>-test, <italic>P</italic>&#x2009;&#x003E;&#x2009;0.05, <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). We assembled 196,214 metagenome contigs (<xref ref-type="supplementary-material" rid="SM1">Supplementary File S2</xref>). In those contigs, 436,918 genes were predicted, and 200,587 protein-coding genes retrieved functional annotation in KEGG (<xref ref-type="supplementary-material" rid="SM1">Supplementary File S3-S4</xref>; <xref ref-type="fig" rid="fig1">Figure 1</xref>). The symbionts showed a substantial number of genes involved in nucleotide, energy, carbohydrate, and amino acid metabolism. We also noticed that the symbionts harbor a few xenobiotics biodegradation genes, presumably to degrade toxic compounds (<xref ref-type="table" rid="tab1">Table 1</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Functional annotation of predicted genes from the assembled metagenomic contigs. Overall, 436,918 genes were predicted, and 200,587 showed functional annotation. Among them, 11,650 genes were involved in carbohydrate metabolism, 6,583 in amino acid metabolism, and 3,471 in lipid metabolism. The color of the functional category was used in global pathway maps and genome maps of KEGG. The functional category on the right was indicated in the pie chart in clockwise order.</p>
</caption>
<graphic xlink:href="fmicb-15-1387248-g001.tif"/>
</fig>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>The top six enriched pathways modulated by symbiotic genes.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Pathway</th>
<th align="center" valign="top">KEGG ID</th>
<th align="center" valign="top">SHB genome</th>
<th align="center" valign="top">Banana</th>
<th align="center" valign="top">Bee_Bread</th>
<th align="center" valign="top">Wild</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Purine metabolism</td>
<td align="center" valign="top">ko00230</td>
<td align="center" valign="top">270</td>
<td align="center" valign="top">225</td>
<td align="center" valign="top">47</td>
<td align="center" valign="top">131</td>
</tr>
<tr>
<td align="left" valign="top">Pyrimidine metabolism</td>
<td align="center" valign="top">ko00240</td>
<td align="center" valign="top">133</td>
<td align="center" valign="top">146</td>
<td align="center" valign="top">24</td>
<td align="center" valign="top">83</td>
</tr>
<tr>
<td align="left" valign="top">Oxidative phosphorylation</td>
<td align="center" valign="top">ko00190</td>
<td align="center" valign="top">187</td>
<td align="center" valign="top">132</td>
<td align="center" valign="top">26</td>
<td align="center" valign="top">87</td>
</tr>
<tr>
<td align="left" valign="top">Glycolysis/Glucogeogenesis</td>
<td align="center" valign="top">ko00010</td>
<td align="center" valign="top">107</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">14</td>
<td align="center" valign="top">60</td>
</tr>
<tr>
<td align="left" valign="top">Pyruvate metabolism</td>
<td align="center" valign="top">ko00620</td>
<td align="center" valign="top">83</td>
<td align="center" valign="top">94</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">59</td>
</tr>
<tr>
<td align="left" valign="top">Cysteine and methionine metabolism</td>
<td align="center" valign="top">ko00270</td>
<td align="center" valign="top">63</td>
<td align="center" valign="top">82</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">44</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Interestingly, the same pathways were enriched by the diet, even though the number of genes varied. SHB genome indicates the genes in the beetle genomes. Banana indicates symbiotic genes mediated by banana feeding. Bee_Bread indicates symbiotic genes mediated by bee bread feeding. Wild indicates symbiotic genes in wild-collected beetles.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec5">
<title>Banana feeding enhanced metabolic gene number</title>
<p>To quantify the gene copy number, we aligned the reads back to the metagenome. In a pairwise analysis, 15,748 genes were significantly differentially represented between the Banana and Wild groups, 10,678 genes between the Banana and Bee_Bread groups, and 7,994 genes between the Wild and Bee_Bread groups (<xref ref-type="table" rid="tab2">Table 2</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S4</xref>). The Banana group showed a substantially higher number of over-represented genes than the Bee_bread and Wild groups in carbohydrate, lipid, and amino acid metabolism (Chi-squared test, FDR&#x2009;&#x003C;&#x2009;0.001). Among the differentially represented genes, 143 carbohydrate-active enzymes (CAZy) were over-represented in the Banana group, compared with 130 in the Wild group and 35 in the Bee_Bread group (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S5</xref>). The Banana group showed more CAZy than random among the three treatment groups (Pearson&#x2019;s Chi-squared test, df&#x2009;=&#x2009;2, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>The number of over-represented genes in paired groups.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="3">Groups</th>
<th align="center" valign="top" colspan="4">Number of over-represented genes</th>
<th align="center" valign="top" colspan="10">Number of over-represented metabolism genes</th>
</tr>
<tr>
<th align="center" valign="top" rowspan="2">Banana</th>
<th align="center" valign="top" rowspan="2">Bee_Bread</th>
<th align="center" valign="top" rowspan="2">Wild</th>
<th align="center" valign="top" rowspan="2">FDR</th>
<th align="center" valign="top" colspan="3">Banana</th>
<th align="center" valign="top" colspan="3">Bee_Bread</th>
<th align="center" valign="top" colspan="3">Wild</th>
<th align="center" valign="top" rowspan="2">FDR</th>
</tr>
<tr>
<th align="center" valign="top">C</th>
<th align="center" valign="top">L</th>
<th align="center" valign="top">A</th>
<th align="center" valign="top">C</th>
<th align="center" valign="top">L</th>
<th align="center" valign="top">A</th>
<th align="center" valign="top">C</th>
<th align="center" valign="top">L</th>
<th align="center" valign="top">A</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Banana</td>
<td/>
<td align="center" valign="top">574</td>
<td align="center" valign="top">5,616</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">25</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">44</td>
<td align="center" valign="top">370</td>
<td align="center" valign="top">165</td>
<td align="center" valign="top">393</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Bee_Bread</td>
<td align="center" valign="top">10,104</td>
<td/>
<td align="center" valign="top">5,505</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">781</td>
<td align="center" valign="top">257</td>
<td align="center" valign="top">756</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">366</td>
<td align="center" valign="top">165</td>
<td align="center" valign="top">377</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Wild</td>
<td align="center" valign="top">10,131</td>
<td align="center" valign="top">2,489</td>
<td/>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">785</td>
<td align="center" valign="top">256</td>
<td align="center" valign="top">767</td>
<td align="center" valign="top">220</td>
<td align="center" valign="top">63</td>
<td align="center" valign="top">262</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The genes were assigned to carbohydrate metabolism (indicated as C), lipid metabolism (indicated as L), and amino acid metabolism (indicated as A). The Banana group showed more over-represented genes than the other two groups in all three metabolism categories when compared with random.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec6">
<title>High microbial diversity in banana feeding SHBs</title>
<p>To determine microbial diversity, we aligned the microbial reads to the Kraken2 standard database (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2-S4</xref>). Despite high symbiont diversity overall, 13 bacterial genera dominated the microbial community (&#x003E; 99% of relative abundance, <xref ref-type="fig" rid="fig2">Figure 2A</xref>). The diet separated the microbes and accounted for 87% of the variance (<xref ref-type="fig" rid="fig2">Figure 2B</xref>). The Banana group maintained 95 microbial species/strains, followed by 67 in the Bee_Bread group and 56 in the Wild group (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). The Banana group showed the highest alpha diversity (2.1&#x2009;&#x00B1;&#x2009;0.31), compared with the Bee_Bread group (1.83&#x2009;&#x00B1;&#x2009;0.40) and the Hive group (1.70&#x2009;&#x00B1;&#x2009;0.30; Kruskal-Wallis test, df&#x2009;=&#x2009;2, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.05, <xref ref-type="fig" rid="fig3">Figure 3B</xref>). We also compared the beta diversity between the paired groups. The Wild and Banana group showed the highest beta diversity (0.425), followed by 0.301 between the Wild and Bee_Bread groups. The Banana and Bee_Bread showed the lowest beta diversity of 0.196 (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Genome sequencing-based community profiles of the bacteria mediated by the diet in the small hive beetles. <bold>(A)</bold> Relative abundance of the dominant bacterial genera. Banana indicates beetles fed on bananas; Bee_Bread indicates beetles fed on bee bread; Wild indicates beetles collected from bee hives. These bacterial genera were present across all beetle groups at &#x003E;1% relative abundance. More rare genera (&#x003C; 1%) were summed up as &#x201C;Other.&#x201D; <bold>(B)</bold> PCA plot of the beetles showing the impacts of diet on microbial composition. The microbes were separated by the diet.</p>
</caption>
<graphic xlink:href="fmicb-15-1387248-g002.tif"/>
</fig>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Metagenomic analysis of SHB symbionts. <bold>(A)</bold> Venn diagram of microbes found in the three groups. The banana showed the highest number of microbes and was enriched in acetic-acid bacteria. <bold>(B)</bold> Alpha diversity of the three groups. The banana group showed significantly higher alpha diversity than the Hive group (Wilcoxon rank sum exact test, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05).</p>
</caption>
<graphic xlink:href="fmicb-15-1387248-g003.tif"/>
</fig>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Beta diversity in the paired groups.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Treatment groups</th>
<th align="center" valign="top">Bee_Bread</th>
<th align="center" valign="top">Wild</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Banana</td>
<td align="center" valign="top">0.196</td>
<td align="center" valign="top">0.425</td>
</tr>
<tr>
<td align="left" valign="top">Bee_Bread</td>
<td/>
<td align="center" valign="top">0.301</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The highest variance was between the Wild and Banana groups.</p>
</table-wrap-foot>
</table-wrap>
<p>We found plant-associated bacteria in the Banana group, such as <italic>Corynebacterium glyciniphilum,</italic> which was the same species initially isolated from the banana for fermentation. The Banana group was significantly enriched in the acetic acid bacteria. Microbes associated with fermentation (<italic>Gluconobacter albidus</italic>, <italic>Mammaliicoccus sciuri</italic>, <italic>Corynebacterium nuruki</italic>) were also highly enriched in the Bee_bread group. We found a few honey bee symbionts in the Wild group, including <italic>Lactococcus lactis</italic> and the core symbiont <italic>Snodgrassella alvi</italic> (<xref ref-type="supplementary-material" rid="SM1">Supplementary File S5-S7</xref>).</p>
</sec>
<sec id="sec7">
<title>Honey bee symbiont in SHBs and an antibiotic-resistant commensal fungus</title>
<p>We further tested whether SHB can support the colonization of honey bee gut symbionts. We inoculated newly emerged beetles with a genetically tagged clone of the symbiont <italic>S. alvi</italic> (wkB2:pBTK570). All the beetles survived by the end of the experiment. Tagged symbionts were found in all inoculated beetles, with the average CFU (colony forming unit) of 5,380 at 1 dpi (day post inoculation) on selective plates. Even though the CFU increased to 18,300, the colonization rate dropped to 20% at 3 dpi. When counting the CFU, we observed some microbial colonies morphologically different from <italic>S. alvi</italic> wkB2:pBTK570 in all beetles. To identify the microbial species, we sequenced one such colony, and the ITS2 region aligned with <italic>K. ohmeri</italic> (97% identity, <italic>P</italic>&#x2009;=&#x2009;7e-97), forming a cluster in the phylogenetic tree (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S5</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec8">
<title>Discussion</title>
<p>Beetles are the most diverse taxon, making up 40% of all described insect species, including many agricultural pests (<xref ref-type="bibr" rid="ref10">Bouchard et al., 2011</xref>). From a nutritional point of view, most plant-feeding beetles need more time and enzymes to process large amounts of food because nutrient levels in plants are often low. Symbionts assist beetles in surviving on foods with poor nutritional quality while also helping their hosts cope with toxic plant defenses (<xref ref-type="bibr" rid="ref7">Bentz and Six, 2006</xref>; <xref ref-type="bibr" rid="ref35">Morales-Jim&#x00E9;nez et al., 2012</xref>; <xref ref-type="bibr" rid="ref49">Salem and Kaltenpoth, 2022</xref>). In aquatic beetles, symbionts provide essential amino acids and the B vitamin riboflavin for beetle larvae and pectinases to complement host cellulases (<xref ref-type="bibr" rid="ref46">Reis et al., 2020</xref>). Weevils exhibit convergence in their gut microbial communities when feeding on similar food sources, suggesting that these communities are determined by the environment and host ecology (<xref ref-type="bibr" rid="ref8">Berasategui et al., 2016</xref>). The gut microbiota help invasive moths feed on new host plant (<xref ref-type="bibr" rid="ref56">Zhang et al., 2024</xref>). Beetles feed on different plants (generalists) harbor more complex microbes than the specialists (<xref ref-type="bibr" rid="ref11">Brunetti et al., 2022</xref>). Our study found more diverse microbes in SHBs in the banana group than in the wild group. This suggests that fruit feeding supports more diverse microbes than the protein-rich diet. Alternatively, this high alpha diversity could indicate more transient microbes. Additionally, we found a plant-associated bacterium in the banana group, <italic>C. glyciniphilum,</italic> which was initially isolated from the banana and could temporarily pass through the gut of SHBs (<xref ref-type="bibr" rid="ref1">Al-Dilaimi et al., 2015</xref>). We also found that SHBs in the banana group were enriched in acetic-acid bacteria, which assist the fermentation of sugar and saps and have established symbioses in bees, flies, and bugs (<xref ref-type="bibr" rid="ref16">Crotti et al., 2010</xref>).</p>
<p>In the dispersal stage of SHBs, the primary energy source is carbohydrates. Symbiont-mediated carbohydrate-active enzymes (CAZy) facilitate breaking down the major components of plant cell walls, releasing energy sources (<xref ref-type="bibr" rid="ref12">Calder&#x00F3;n-Cort&#x00E9;s et al., 2012</xref>; <xref ref-type="bibr" rid="ref58">Zheng et al., 2019</xref>). In our study, the SHBs fed with banana showed the highest number of CAZy, suggesting that more CAZy genes might be required when providing fruit than the hive resources. In termites, fungus-mediated CAZy assisted the host in decomposing the plant (<xref ref-type="bibr" rid="ref41">Poulsen et al., 2014</xref>). Symbiont encoding a more dynamic digestive range allows hosts to overcome diet restrictions corresponding to a broader ecological distribution (<xref ref-type="bibr" rid="ref50">Salem et al., 2020</xref>). In our study, the number of lipid and amino acid metabolism genes was folds higher in the Banana group than in the Bee_Bread and Wild groups. This suggests the symbionts may cooperatively recycle metabolites, as found in social bees (<xref ref-type="bibr" rid="ref58">Zheng et al., 2019</xref>; <xref ref-type="bibr" rid="ref28">Li et al., 2022</xref>). When bee hives are located, SHBs sneak in and switch their diet to bee hive resources. Thus, the beetle may switch microbes to adapt to the digestion of hive resources. Future studies quantifying the gene expression and enzymatic activity can explain to what extent the increased gene number reflects functional enhancement.</p>
<p><italic>K. ohmeri</italic> has been reported to be a commensal fungus in SHBs (<xref ref-type="bibr" rid="ref54">Torto et al., 2007</xref>; <xref ref-type="bibr" rid="ref6">Benda et al., 2008</xref>; <xref ref-type="bibr" rid="ref3">Amos et al., 2018</xref>, <xref ref-type="bibr" rid="ref2">2019</xref>). In our study, we found <italic>K. ohmeri</italic> is antibiotic-resistant. It is possible that other SHB-associated antibiotic-resistant bacteria cultivating under different or the same conditions when increasing sequenced colonies. <italic>K. ohmeri</italic> ferments honey and serves as a kairomone to attract other SHBs, a fact used to track and kill SHBs (<xref ref-type="bibr" rid="ref52">Stuhl, 2020</xref>). The route for beetle progeny to acquire this symbiont remains unclear. We used newly emerged beetles hatched in a new container. Thus, the chance of acquiring fungi from parental feeding or the soil is low. The symbiont might instead be vertically transferred from females. In a previous study, we found the honey bee gut symbiont <italic>S. alvi</italic> in SHBs when feeding the SHBs with bee larvae (<xref ref-type="bibr" rid="ref22">Huang et al., 2019</xref>). A specialized diet may lead to different gut chemical conditions, creating a gut micro-ecosystem selected for other symbionts (<xref ref-type="bibr" rid="ref59">Zmora et al., 2019</xref>). For example, <italic>S. alvi</italic> reduces oxygen in the gut, favoring anaerobic microbes and shapes competition (<xref ref-type="bibr" rid="ref36">Motta and Moran, 2024</xref>). We found this symbiont <italic>S. alvi</italic> again in SHBs metagenome, which is rarely found outside bees. In our data, the colonization rate of <italic>S. alvi</italic> dropped from 100% at 1 dpi to 20% at 3 dpi, even while CFUs increased. This suggests that this bee symbiont cannot consistently colonize SHBs outside the bee hive. In a follow-up study, it will be interesting to reveal the enzymatic activity of bee symbionts in SHBs, to determine if they play a role in SHB fitness while in the hive environment.</p>
</sec>
<sec sec-type="materials|methods" id="sec9">
<title>Materials and methods</title>
<sec id="sec10">
<title>SHB rearing, DNA extraction, and Illumina sequencing</title>
<p>We directly collected adult SHBs from collapsed beehives (<italic>Apis cerana</italic>) in a commercial apiary. These beetles were maintained in an incubator (28 &#x00B1;&#x2009;1&#x00B0;C temperature and 65%&#x2009;&#x00B1;&#x2009;10% humidity), and then we transferred their pupal offspring to a new container until hatching (<xref ref-type="bibr" rid="ref37">Neumann et al., 2013</xref>). We collected pollen from the honey bee <italic>Apis mellifera</italic> hive entrance. We randomly assigned newly hatched SHBs into two diet groups. SHBs fed on bananas were defined as the Banana group (<italic>N</italic>&#x2009;=&#x2009;45), and those fed with simulated bee bread (an equal mix of pollen and 50% w/v sugar water to avoid bee hive microbes) comprised the Bee_Bread group (<italic>N</italic>&#x2009;=&#x2009;45). We then assigned each of the 15 SHBs to a rearing tube. We additionally collected 13 SHBs from a beehive as the wild group because these SHBs were directly from the bee hive without lab feeding (<italic>N</italic>&#x2009;=&#x2009;13). We refreshed the banana and bee bread daily and collected SHBs after 3&#x2009;weeks of feeding. We rinsed SHB surfaces with distilled water, then extracted genomic DNA from individual SHBs using MagPure Soil DNA KF Kit (MP Biomedicals, USA). We prepared DNA sequencing libraries using the TruSeq Nano DNA LT Sample Preparation Kit (Illumina, USA). Ten adult SHBs in the Banana group, 10 in the Bee_Bread group, and eight in the Wild group were randomly selected for metagenomic sequencing using the Illumina NovaSeq 6,000 Platform, generating 150&#x2009;bps paired-end reads.</p>
</sec>
<sec id="sec11">
<title><italic>De novo</italic> metagenomic assembly and gene annotation</title>
<p>First, we filtered the sequencing reads using Fastp (Version 0.23.2) with default parameters (<xref ref-type="bibr" rid="ref15">Chen et al., 2018</xref>). Then we aligned the reads to the small hive beetle genome assembly (GCA_024364675.1) using BWA (Version 0.7.17-r1188) with default parameters and retrieved the unmapped reads using samtools (Version 1.7) and converted the bam to fastq file using bedtools (Version 2.26.0) (<xref ref-type="bibr" rid="ref27">Li et al., 2009</xref>; <xref ref-type="bibr" rid="ref26">Li and Durbin, 2009</xref>; <xref ref-type="bibr" rid="ref43">Quinlan and Hall, 2010</xref>). After that, the unmapped reads were concatenated for all samples to assemble contigs using Megahit (Version 1.2.9) with default parameters (<xref ref-type="bibr" rid="ref29">Li et al., 2015</xref>), and the contigs were further collapsed using redundans (Version 2020.01.28) (<xref ref-type="bibr" rid="ref42">Pryszcz and Gabald&#x00F3;n, 2016</xref>). The genes were predicted using MetaGeneMark2 with default parameters.<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> The protein sequences were queried with the eggNOG-mapper and KEGG database to retrieve the putative function (<xref ref-type="bibr" rid="ref13">Cantalapiedra et al., 2021</xref>). The code is provided in the <xref ref-type="supplementary-material" rid="SM1">Supplementary File S1</xref>.</p>
</sec>
<sec id="sec12">
<title>Gene distribution among microbes associated with diet</title>
<p>The unmapped reads in each beetle were re-aligned to the assembled meta-contigs using BWA (Version 0.7.17-r1188) with default parameters. The number of reads aligned to each gene was quantified using bedtools (Version 2.26.0) (<xref ref-type="bibr" rid="ref43">Quinlan and Hall, 2010</xref>). The number of aligned reads was normalized to the library size, and the over-represented genes were calculated with edgeR (<xref ref-type="bibr" rid="ref43">Quinlan and Hall, 2010</xref>). The code is provided in the <xref ref-type="supplementary-material" rid="SM1">Supplementary File S1</xref>.</p>
</sec>
<sec id="sec13">
<title>Binning the sequencing reads to microbial species</title>
<p>We performed two steps to bin the sequencing reads to the microbial species. We first aligned the assembled contigs to the most closely related microbes using the BusyBee tool (<xref ref-type="bibr" rid="ref24">Laczny et al., 2017</xref>). Additionally, we aligned the reads to the Kraken2 (Version 2.1.2) standard database (built on 12/9/2022) (<xref ref-type="bibr" rid="ref55">Wood et al., 2019</xref>). The number of reads assigned to each microbe was normalized using bracken (Version 2.8) (<xref ref-type="bibr" rid="ref31">Lu et al., 2017</xref>). The relative abundance of the microbial species was used to calculate alpha (Shannon&#x2019;s alpha diversity) and beta (Bray&#x2013;Curtis dissimilarity) diversity using KrakenTools (<xref ref-type="bibr" rid="ref32">Lu et al., 2022</xref>). The code is provided in the <xref ref-type="supplementary-material" rid="SM1">Supplementary File S1</xref>.</p>
</sec>
<sec id="sec14">
<title>Inoculating the bee symbiont to the small hive beetles</title>
<p>As the bee symbionts were constantly reported from SHB metagenomes, we inoculated SHBs with a genetically tagged bee symbiont to validate its colonization. The honey bee symbiont <italic>S. alvi</italic> wkB2:pBTK570 (Addgene accession ID#110615) was previously engineered to be spectinomycin resistant and stored at &#x2212;80&#x00B0;C (<xref ref-type="bibr" rid="ref25">Leonard et al., 2018</xref>). This symbiont isolate was activated on Columbia Blood Agar Base (Difco&#x2122;, 279,220) with 5% sheep blood for 72&#x2009;h, after which bacterial cells were diluted in 1000&#x2009;&#x03BC;L PBS and adjusted to OD<sub>600</sub>&#x2009;=&#x2009;1. Then, we mixed the homogenized bacterial cells with filter-sterilized 50% sucrose (50%) at a 1:1 ratio. SHBs were fed sucrose with tagged <italic>S. alvi</italic> wkB2:pBTK570 (<italic>N</italic>&#x2009;=&#x2009;50), then SHBs were rinsed in ethanol and homogenized individually. Homogenates were plated on Columbia Blood Agar Base with 5% sheep blood and spectinomycin (60&#x2009;&#x03BC;g/mL) to count the Colony Forming Unite (CFU) at 1, 3, 5, and 7&#x2009;days post-inoculation. Detailed procedures are described in the <xref ref-type="supplementary-material" rid="SM1">Supplementary File S1</xref>.</p>
</sec>
<sec id="sec15">
<title>Commensal fungal identification</title>
<p>We observed microbes morphologically distinct from <italic>S. alvi</italic> in all CBA plates. We collected a colony using an inoculating loop to extract DNA using the Qiagen DNeasy Plant Mini kit (cat#69104). The DNA was amplified using fungal ITS primers (FungITS.F 5&#x2019;GTTAAAAAGCTCGTAGTTG3&#x2019;; FungITS.R5&#x2019;CTCTCAATCTGTCAATCCTTATT 3&#x2032;) in a 30ul reaction consisting of 0.2ul Taq DNA polymerase (Invitrogen, 18038&#x2013;240), 0.4ul primers, 0.2ul 10uM dNTP mix. The reactions were run with the cycling parameters: 94&#x00B0;C for 3&#x2009;min., followed by 35&#x2009;cycles of (94&#x00B0;C 15&#x2009;s., 54&#x00B0;C 30s., 72&#x00B0;C 1&#x2009;min.), 72&#x00B0;C for 5&#x2009;min, and maintained in 4&#x00B0;C. The products were visualized on a 1.75% agarose gel, producing a single band. PCR products were sent for PCR clean-up and Sanger sequencing at Azenta Life Sciences, Rockville, Maryland. Sequences were searched in the NCBI Blastn MegaBlast. An additional nine sequences of fungal species were downloaded from NCBI and aligned with MUSCLE (Version 5.1) with default parameters. The tree was built with MrBayes (Version 3.2.7) and viewed with FigTree (Version 1.4.4). Detailed procedures are described in the <xref ref-type="supplementary-material" rid="SM1">Supplementary File S1</xref>.</p>
</sec>
<sec id="sec16">
<title>Statistics</title>
<p>We performed all statistics with R (Version 4.2.2) in RStudio (Version 2022.12.0) (<xref ref-type="bibr" rid="ref45">R Core Team, 2013</xref>; <xref ref-type="bibr" rid="ref48">RStudio Team, 2020</xref>). We compared surviving SHBs using Pearson&#x2019;s Chi-squared test. The number of differentially enriched genes among the paired comparisons was analyzed with Pearson&#x2019;s Chi-squared test and viewed with the VennDiagram package (<xref ref-type="bibr" rid="ref19">Gao et al., 2021</xref>). The number of genes in metabolic categories was compared with random using a Chi-squared test, adjusted with the false discovery rate (FDR). The alpha diversity was first analyzed using the Kruskal-Wallis rank sum test, followed by pairwise comparisons using the Wilcoxon rank sum exact test, adjusted with FDR.</p>
</sec>
</sec>
<sec sec-type="data-availability" id="sec17">
<title>Data availability statement</title>
<p>The original contributions presented in the study are publicly available. This data can be found at the National Center for Biotechnology Information (NCBI) using accession number PRJNA953927.</p>
</sec>
<sec sec-type="ethics-statement" id="sec18">
<title>Ethics statement</title>
<p>The study involves small hive beetles, which are neither endangered nor a protected insect. No specific permit is required for the described study.</p>
</sec>
<sec sec-type="author-contributions" id="sec19">
<title>Author contributions</title>
<p>QH: Formal analysis, Funding acquisition, Writing &#x2013; original draft. WH: Resources, Writing &#x2013; original draft. FP-F: Resources, Writing &#x2013; original draft. JE: Funding acquisition, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec20">
<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 the Initiation package of Jiangxi Agricultural University 050014/923230722 (QH), the Hainan Province Science and Technology Special fund ZDYF2021XDNY282 (WH).</p>
</sec>
<sec sec-type="COI-statement" id="sec21">
<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="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/fmicb.2024.1387248/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2024.1387248/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn id="fn0001">
<p><sup>1</sup><ext-link xlink:href="https://github.com/gatech-genemark/MetaGeneMark-2" ext-link-type="uri">https://github.com/gatech-genemark/MetaGeneMark-2</ext-link></p>
</fn>
</fn-group>
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