<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2024.1367127</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>The Eurasian spruce bark beetle <italic>Ips typographus</italic> shapes the microbial communities of its offspring and the gallery environment</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Ba&#x000F1;os-Quintana</surname> <given-names>Ana Patricia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2551188/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<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/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Gershenzon</surname> <given-names>Jonathan</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/12324/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Kaltenpoth</surname> <given-names>Martin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/320556/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Insect Symbiosis, Max-Planck-Institute for Chemical Ecology</institution>, <addr-line>Jena</addr-line>, <country>Germany</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Biochemistry, Max-Planck-Institute for Chemical Ecology</institution>, <addr-line>Jena</addr-line>, <country>Germany</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Sebastian Fraune, Heinrich Heine University of D&#x000FC;sseldorf, Germany</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Peter H. W. Biedermann, University of Freiburg, Germany</p>
<p>C. Rikard Unelius, Linnaeus University, Sweden</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Martin Kaltenpoth <email>kaltenpoth&#x00040;ice.mpg.de</email></corresp>
<corresp id="c002">Jonathan Gershenzon <email>gershenzon&#x00040;ice.mpg.de</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1367127</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2024 Ba&#x000F1;os-Quintana, Gershenzon and Kaltenpoth.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Ba&#x000F1;os-Quintana, Gershenzon and Kaltenpoth</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>The Eurasian spruce bark beetle (<italic>Ips typographus</italic>) is currently the most economically relevant pest of Norway spruce (<italic>Picea abies</italic>). <italic>Ips typographus</italic> associates with filamentous fungi that may help it overcome the tree&#x00027;s chemical defenses. However, the involvement of other microbial partners in this pest&#x00027;s ecological success is unclear. To understand the dynamics of the bark beetle-associated microbiota, we characterized the bacterial and fungal communities of wild-collected and lab-reared beetles throughout their development by culture-dependent approaches, meta-barcoding, and quantitative PCR. Gammaproteobacteria dominated the bacterial communities, while the fungal communities were mainly composed of yeasts of the Saccharomycetales order. A stable core of microbes is shared by all life stages, and is distinct from those associated with the surrounding bark, indicating that <italic>Ips typographus</italic> influences the microbial communities of its environment and offspring. These findings coupled with our observations of maternal behavior, suggest that <italic>Ips typographus</italic> transfers part of its microbiota to eggs via deposition of an egg plug treated with maternal secretions, and by inducing an increase in abundance of a subset of taxa from the adjacent bark.</p></abstract>
<kwd-group>
<kwd>bark beetles</kwd>
<kwd>microbiota</kwd>
<kwd>yeasts</kwd>
<kwd>symbiosis</kwd>
<kwd>transmission</kwd>
<kwd><italic>Ips typographus</italic></kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="88"/>
<page-count count="16"/>
<word-count count="11789"/>
</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="s1">
<title>Introduction</title>
<p>Bark beetles (Curculionidae: Scolytinae) are a diverse group of coleopterans that reproduce inside the tissues of their host trees. These weevils contribute to cycling of nutrients and shaping the landscape of forest ecosystems, as most of them feed on weakened, windthrown or dead trees. However, a handful of bark beetle species are capable of colonizing and killing healthy trees (Raffa et al., <xref ref-type="bibr" rid="B69">2015</xref>). The rise in global temperatures has allowed these beetles to increase their number of generations per year, while a higher incidence of extreme climatic events, such as drought, have made trees more susceptible to insect attacks (Netherer et al., <xref ref-type="bibr" rid="B62">2021</xref>). Moreover, the intensification of forest management in the Northern Hemisphere has resulted in higher tree densities and increased connectivity of homogeneous forest patches. These abiotic and anthropogenic factors have driven recent bark beetle population outbreaks that resulted in considerable losses of forest area worldwide (Biedermann et al., <xref ref-type="bibr" rid="B9">2019</xref>). The Eurasian spruce bark beetle (<italic>Ips typographus</italic>) is the most aggressive pest of Norway spruce (<italic>Picea abies</italic>: Pinaceae). In Europe, the number of trees killed by <italic>I. typographus</italic> has doubled in the past decade, and the number continues to increase. In 2019 alone, the volume of timber affected by bark beetles in Europe was estimated at 70.1 Mm<sup>3</sup> (Patacca et al., <xref ref-type="bibr" rid="B64">2023</xref>).</p>
<p>Insect-microorganism associations are widespread and diverse, ranging from pathogenic to mutualistic. The insect body provides multiple habitats for microorganisms to colonize. In turn, fungi and bacteria may carry out tasks that allow the insects to thrive in challenging environments, such as providing essential nutrients, detoxifying harmful dietary molecules, producing volatiles involved in insect communication, and defending their hosts against natural enemies (Douglas, <xref ref-type="bibr" rid="B29">2015</xref>). Bark beetles form symbiotic associations with fungi of diverse taxonomical groups, and, similar to ambrosia beetles, several bark beetle species have dedicated structures (i.e., mycangia) in which they harbor their fungal partners in a yeast-like phase (Francke-Grosmann, <xref ref-type="bibr" rid="B35">1967</xref>). The Eurasian spruce bark beetle associates with Sordariomycetes fungi from the genera <italic>Endoconidiophora, Ophiostoma</italic>, and <italic>Grosmannia</italic>. While no mycangia are known in <italic>I. typographus</italic>, these beetles appear to carry fungal spores attached to pits in their elytra to vector the fungi to a new host tree (Six and Wingfield, <xref ref-type="bibr" rid="B77">2011</xref>). The fungal ectosymbionts are thought to facilitate beetle attack on the tree in various ways. <italic>Endoconidiophora polonica</italic> may hasten tree death, since it is capable of killing healthy spruce even in the absence of bark beetles (Krokene and Solheim, <xref ref-type="bibr" rid="B46">2002</xref>). Different strains of <italic>Endoconidiophora, Ophiostoma</italic> and <italic>Grosmannia</italic> may degrade tree defense metabolites (phenolic compounds) and use them as a carbon source, or metabolize them (oxygenated monoterpenes) to generate volatile cues that attract the beetles (Zhao et al., <xref ref-type="bibr" rid="B87">2019</xref>; Kandasamy et al., <xref ref-type="bibr" rid="B43">2023</xref>). However, the relevance of fungal ectosymbionts in promoting a successful beetle invasion has yet to be determined in natural settings (Six and Wingfield, <xref ref-type="bibr" rid="B77">2011</xref>).</p>
<p>Although spruce bark beetle-fungi-spruce interactions have been intensively researched, the roles of other microorganisms in the invasive success of <italic>I. typographus</italic> remain poorly understood. Recent efforts to characterize the bacteria and fungi associated with this insect have increased our knowledge of the taxonomical composition of the fungal and bacterial communities (Fang et al., <xref ref-type="bibr" rid="B32">2020</xref>; Chakraborty et al., <xref ref-type="bibr" rid="B21">2023</xref>; Moussa et al., <xref ref-type="bibr" rid="B59">2023</xref>; Veselsk&#x000E1; et al., <xref ref-type="bibr" rid="B81">2023</xref>). However, the transmission mode of the microbiota has not been elucidated, as there is a lack of behavioral studies and quantitative data on the microbial loads present throughout the beetle&#x00027;s life cycle. Moreover, a large portion of experimental bark beetle research relies on laboratory-reared colonies. The effect of such rearing systems on the microbiome and the implications of possible lab-associated changes for the outcome of other experimental work on the beetles are unknown.</p>
<p>In this study, we used microbiological and molecular techniques to characterize the microbial communities associated with wild-collected and laboratory-reared bark beetles. We combined behavioral observations of the beetles with data on the composition and quantities of microbes to shed light on their transmission route.</p></sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>Laboratory rearing of <italic>I. typographus</italic></title>
<p>A continuous rearing of <italic>I. typographus</italic> was established in the laboratory in the summer of 2021. The initial population was started with adult beetles captured in a state-owned forest near Jena, Germany (50&#x000B0;54&#x00027;28.3&#x00022;N 11&#x000B0;39&#x00027;28.9&#x00022;E). A healthy Norway spruce tree (<italic>Picea abies</italic>) was felled monthly from the aforementioned location and cut into 25 cm long logs. The logs&#x00027; cut ends were coated in paraffin to prevent desiccation and placed individually in plastic boxes with a metallic mesh on the lid. Each log was exposed to 40 adult beetles and kept in a walk-in rearing chamber (Viessmann) with 16 h of light and 8 h of darkness at a temperature of 25&#x000B0;C and relative humidity of 60%. The colony has now been kept for over 14 generations.</p></sec>
<sec>
<title>Isolation of bacteria from bark beetle guts and maternal oral secretions</title>
<p>Three larvae and three teneral adults from a wild collection, plus four mature adults from the laboratory colony were anesthetized for 1 min at &#x02212;20&#x000B0;C, washed individually in 0.1% SDS sterile solution inside of a microcentrifuge tube, and shaken for 30 s. Then the individuals were transferred to another microcentrifuge tube with 70% ethanol and were shaken for 30 s. Subsequently, each specimen was washed thrice in sterile 1x PBS. The gut was dissected and homogenized with a sterile micropestle in 500 &#x003BC;L of 1 x PBS. The sample was vortexed for 10 s and then serially diluted up to 1 &#x000D7; 10<sup>&#x02212;4</sup>. Each dilution was plated twice (100 &#x003BC;L) on lysogeny broth (LB) agar and incubated at 25&#x000B0;C and 28&#x000B0;C, respectively, for 48 to 96 h. Individual colonies were picked and streaked out three subsequent times to obtain pure cultures.</p>
<p>To isolate microorganisms from female oral secretions, five female beetles were collected during egg-laying from the laboratory rearing. They were gently rinsed with sterile distilled water and allowed to walk in a clean Petri dish until they were dry. A 50 &#x003BC;L drop of sterile 1x PBS was placed in the middle of an LB agar plate. The maternal oral secretions were collected by holding the female with sterile forceps and placing its mouthparts in contact with the PBS drop in the agar plate for 10 s&#x02212;15 s. The PBS drop was plated and incubated at 28&#x000B0;C for 48 h to 96 h. Individual colonies were picked and streaked out three subsequent times to obtain pure cultures. These pure cultures were grown in liquid LB medium at 28&#x000B0;C and 300 rpm for 12 h. The resulting liquid cultures were used to create glycerol stocks that were kept at &#x02212;80&#x000B0;C for long-term storage.</p></sec>
<sec>
<title>Identification of bacterial isolates</title>
<p>Liquid cultures of all the isolates were prepared by dipping an autoclaved toothpick in a single colony and inoculating 7 mL of LB liquid medium in a 15 mL Falcon tube with a vented lid. The cultures were incubated for 24 h at 28&#x000B0;C and 250 rpm. Then, 1 ml of the culture was transferred to a 1.5 ml microcentrifuge tube and centrifuged at 16,000 g for 1 min. The supernatant was discarded and the pellet was re-suspended in 1x PBS by vortexing for 10 s. The sample was centrifuged again and the supernatant discarded. The washing step in PBS was repeated twice and the pellet was stored at &#x02212;80&#x000B0;C until DNA was extracted. The MasterPure<sup>TM</sup> complete DNA and RNA isolation Kit (Epicenter Technologies) was used following the manufacturer&#x00027;s protocol. The extracted DNA was used for isolate identification using the primers fD1 (5&#x02032;-AGAGTTTGATCCTGGCTCAG-3&#x02032;) and rP2 (5&#x02032;-ACGGCTACCTTGTTACGACTT-3&#x02032;) targeting the bacterial 16S rRNA gene (Weisburg et al., <xref ref-type="bibr" rid="B83">1991</xref>). For amplification, 1 &#x003BC;l of DNA was used in a 25 &#x003BC;l PCR reaction with the Taq PCR Master Mix Kit (Qiagen) under the following cycling conditions: 94&#x000B0;C for 3 min, 35 cycles of 94&#x000B0;C for 60 s, 57&#x000B0;C for 60 s, 72&#x000B0;C for 60 s, and a final extension at 72&#x000B0;C for 10 min. The PCR products were cleaned with the DNA Clean and Concentrator-5 kit (Zymo Research) following the manufacturer&#x00027;s protocol and sequenced bidirectionally on a 3730XL DNA Analyser (Applied Biosystems from Thermo Fisher Scientific). Reads with minimum 700 bp and quality &#x0003E; 70% were used. The resulting forward and reverse sequences were trimmed by removing parts with &#x0003E;5% chance of error base and aligned using Geneious Prime version 2022.1 to create a consensus sequence. These consensus sequences were blasted against the NCBI database and the taxonomy was assigned to the species level when possible (&#x0003E;99% identity match) or to the genus level. Later, the sequences were also blasted against the 16S rRNA amplicon sequencing dataset generated in this study to confirm their presence in other sampled individuals. Isolates with no matches within the culture-independent microbiota profiling analysis were considered contaminants and removed from the isolate collection.</p></sec>
<sec>
<title>Sample collection for culture-independent microbial community analysis</title>
<p>To characterize the microbiota of field-collected beetles, insects were collected between June and July 2021 near Jena, Germany (50&#x000B0;54&#x00027;28.3&#x00022;N 11&#x000B0;39&#x00027;28.9&#x00022;E). Mature adults and larvae were collected from five standing spruce trees. When possible, more than one gallery was sampled from each tree, ensuring that at least three individuals per life stage per gallery were present. The samples from each gallery were labeled and kept separately for future handling. In addition, 2 cm &#x000D7; 2 cm squares of bark were sampled from the galleries and from adjacent unattacked bark. Each sample was stored in a 15 ml Falcon tube and placed inside a cooler with ice packs to transport them to the lab.</p>
<p>For the microbiota profiling of laboratory-reared samples, the gallery environment (galleries, unattacked bark, pupal chambers) and beetles (mature adults, larvae, pupae, teneral adults) were sampled from generations 12 to 14 after their introduction to the laboratory colony between January and April 2022. As in the case of wild-collected samples, individuals from at least two galleries were sampled per generation and were identified accordingly for the subsequent pooling steps. A detailed overview of the sampling and replication is provided in the <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>. Additionally, three logs from the F14 generation were opened 5 days after the initial beetle colonization to sample the eggs and the tightly packed bark that covered the oviposition site (henceforth referred to as &#x0201C;the egg plug&#x0201D;).</p>
<p>The bark pieces, eggs, and egg plugs were flash frozen in liquid nitrogen and stored at &#x02212;80&#x000B0;C until DNA extraction. The larvae and adults were anesthetized for 1 min at &#x02212;20&#x000B0;C, washed individually in 0.1% SDS sterile solution inside of a microcentrifuge tube, and shaken for 30 s. They were then transferred to another microcentrifuge tube with 70% ethanol and again shaken for 30 s. Subsequently, each specimen was washed thrice in sterile 1x PBS and dissected as described elsewhere (Ceja-Navarro et al., <xref ref-type="bibr" rid="B18">2012</xref>). The entire gut was transferred to a microcentrifuge tube, flash frozen in liquid nitrogen and stored at &#x02212;80&#x000B0;C until DNA was extracted. The pupae underwent the same washing steps but the specimens were not dissected, as the morphology at this life stage makes it difficult to dissect the gut. Individuals carrying mites, parasitoid larvae or visible nematodes were omitted from the study.</p></sec>
<sec>
<title>DNA extractions for microbial community analysis</title>
<p>The insect samples were homogenized in 1.5 ml microcentrifuge tubes with liquid nitrogen and sterile micro pestles. For the larvae, teneral adults and mature adults, three guts of individuals belonging to the same gallery were pooled per tube to create one biological replicate. The pupae were processed individually (a detailed overview of the sampling and replication is provided in the <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>). The gallery and bark samples were ground in liquid nitrogen in autoclaved mortars and pestles. A volume of &#x0007E;50 &#x003BC;l of homogenized bark per sample was transferred to a microcentrifuge tube. For the pupal chamber samples, a volume of &#x0007E;50 &#x003BC;l per sample was homogenized in 1.5 ml microcentrifuge tubes with liquid nitrogen and sterile micro pestles. The MasterPure<sup>TM</sup> complete DNA and RNA isolation Kit (Epicenter Technologies) was used following the manufacturer&#x00027;s protocol, with an additional incubation step with 4 &#x003BC;L lysozyme (100 mg/mL) at 37&#x000B0;C before protein digestion. A positive control (ZymoBIOMICS&#x02122; Microbial Community Standard, Zymo Research, USA) and negative controls (extraction reagents without sample tissue) were included throughout the extraction steps. The DNA was re-suspended in Low TE buffer (1:10 dilution of TE) and the concentration was measured on a Qubit fluorometer using a 1x dsDNA High sensitivity assay (Thermo Fisher Scientific).</p></sec>
<sec>
<title>Amplicon sequencing</title>
<p>Altogether, 55 beetle gut samples (at least 6 per life stage), 14 pupae, 3 egg samples, 3 egg plug samples, 3 pupal chamber samples, 13 bark samples, 9 gallery samples, one mock community as positive control and 4 negative extraction controls were sequenced. Bacterial 16S rRNA gene regions and fungal internal transcribed spacer 1 regions (ITS1) were sequenced by a commercial provider (StarSeq, Mainz, Germany) on a MiSeq platform (Illumina) using double indexing and a paired end approach with a read length of 300 nucleotides. The primers 341F (5&#x02032;-CCTACGGGNGGCWGCAG-3&#x02032;) and 806R (5&#x02032;-GACTACNVGGGTWTCTAATCC-3&#x02032;) were used to sequence the V3-V4 regions of the bacterial 16Ss rRNA (Klindworth et al., <xref ref-type="bibr" rid="B45">2013</xref>). The primers ITS1F (5&#x00027;-CTTGGTCATTTAGAGGAAGTAA-3&#x02032;) and ITS2 (5&#x02032;-GCTGCGTTCTTCATCGATGC-3&#x02032;) (White et al., <xref ref-type="bibr" rid="B84">1990</xref>; Gardes and Bruns, <xref ref-type="bibr" rid="B37">1993</xref>) were used to sequence the fungal ITS1 region.</p></sec>
<sec>
<title>Microbial community analysis</title>
<p>The reads were demultiplexed onboard in MiSeq Reporter software, allowing for one mismatch. The demultiplexed reads were processed following the DADA2 pipeline (version 1.28.0) (Callahan et al., <xref ref-type="bibr" rid="B15">2016</xref>). For the bacterial sequences, the last 30 base pairs of all forward reads and the last 50 base pairs of the reverse reads were trimmed to remove nucleotides with low quality scores. For the fungal sequences, Cutadapt (version 4.0) (Martin, <xref ref-type="bibr" rid="B51">2011</xref>) was used to remove the primer sequences and then a minimum sequence length of 50 base pairs was enforced to remove spurious short sequences. This different choice in the trimming approach was due to the large variability in the sequence lengths obtained in the fungal dataset (Schoch et al., <xref ref-type="bibr" rid="B75">2014</xref>). For both datasets, the maximum expected error was set to 2 and the minimal overlap for merging the sequences was set to 12 nucleotides. Chimera removal was done with the &#x0201C;consensus&#x0201D; method. The resulting bacterial sequences were further filtered to remove any consensus sequence of length below 300 bp, as shorter reads were likely resulting from sequencing artifacts. The databases used for taxonomy assignment were SILVA trainset v138.1 for bacteria (Quast et al., <xref ref-type="bibr" rid="B67">2013</xref>) and the UNITE general FASTA release for Fungi 2 version 8.3 (Abarenkov et al., <xref ref-type="bibr" rid="B1">2021</xref>). The identities of the most abundant taxa were verified by blasting the sequence against the NCBI Nucleotide database (National Center for Biotechnology Information, <xref ref-type="bibr" rid="B61">1988</xref>).</p>
<p>The &#x0201C;phyloseq&#x0201D; R package (version 1.44.0) (McMurdie and Holmes, <xref ref-type="bibr" rid="B53">2013</xref>) was used to analyse the amplicon sequence variant (ASV) tables. Single reads and taxa that could not be classified as &#x0201C;bacteria&#x0201D; (e.g., Chloroplasts) or &#x0201C;fungi&#x0201D; were removed from the dataset. The data were not rarefied to improve the detection of differentially abundant species (McMurdie and Holmes, <xref ref-type="bibr" rid="B54">2014</xref>). The alpha diversity was estimated with the Shannon and Simpson indices, and the beta diversity among groups was visualized with principal component analysis (PCoA) of the Bray-Curtis dissimilarity index. Significant differences in alpha diversity between samples were assessed with the Wilcoxon or Kruskal&#x02013;Wallis rank-sum tests. Dunn&#x00027;s test was used to calculate pairwise comparisons between the sample types (population of origin, tissue, insect life stage) using Bonferroni&#x00027;s correction for multiple sample comparison. A permutational multivariate analysis of variance (PERMANOVA) was performed to evaluate the differences in beta diversity among samples. The absolute abundance data were transformed to relative counts to create the ordination plots. Core taxa shared by different life stages were identified and visualized with the R package &#x0201C;microbiome&#x0201D; (Lahti and Sudarshan, <xref ref-type="bibr" rid="B47">2012</xref>). The core sequences were defined as ASVs that were present in at least 50% of the insect samples with a relative abundance of more than 0.1% per sample, respectively.</p></sec>
<sec>
<title>Quantification of the bacterial and fungal titers in guts, eggs and gallery environment</title>
<p>The DNA obtained for the microbial community analysis was also used to estimate bacterial and fungal titers across different beetle life stages. Additional DNA extracts from eggs and egg plugs were included for this analysis: the eggs and their respective egg plugs were sampled from five galleries from two logs of the laboratory colony as described before. The eggs of each gallery were pooled together in a 1.5 ml microcentrifuge tube to create a biological replicate (&#x0007E;20 eggs). Their matching plugs were pooled in a separate tube. Five additional galleries were sampled to create pooled samples containing both the eggs and the plugs. DNA was extracted and measured following the same kits and protocols as the previous samples.</p>
<p>Quantitative PCR (qPCR) was carried out in 20 &#x003BC;l reactions using Blue S&#x00027;Green qPCR mix (Biozym), 1 &#x003BC;l template DNA and 0.4 &#x003BC;M of each primer. The bacterial 16S primers EUB338mod (5&#x02032;- TCCTACGGGAGGCAGCAG-3&#x02032;) and EUB518 (5&#x02032;- ATTACCGCGGCTGCTGG-3&#x02032;) and fungal 18S primers FR1(5&#x02032;- AICCATTCAATCGGTAIT-3&#x02032;) and FF390 (5&#x02032;-CGATAACGAACGAGACCT-3&#x02032;) were used (Fierer et al., <xref ref-type="bibr" rid="B33">2005</xref>; Chemidlin Pr&#x000E9;vost-Bour&#x000E9; et al., <xref ref-type="bibr" rid="B22">2011</xref>).</p>
<p>Standard curves with defined copy numbers of the 16S rRNA gene were created by amplifying the fragment first, followed by purification and determination of the DNA concentration via NanoDrop1000 (Peqlab, Germany). After determination of the DNA concentration, eight serial 1:10 dilutions were prepared to generate the standards. One &#x003BC;L of each dilution was included in the qPCR reaction to standardize the measurements across reactions. The number of copies of DNA in the standard dilutions was calculated using the formula <inline-formula><mml:math id="M1"><mml:mi>N</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mi>D</mml:mi><mml:mi>N</mml:mi><mml:mi>A</mml:mi><mml:mtext>&#x000A0;</mml:mtext><mml:mi>a</mml:mi><mml:mi>m</mml:mi><mml:mi>o</mml:mi><mml:mi>u</mml:mi><mml:mi>n</mml:mi><mml:mi>t</mml:mi><mml:mtext>&#x000A0;</mml:mtext><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>n</mml:mi><mml:mi>g</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mtext>&#x000A0;</mml:mtext><mml:mo>&#x000D7;</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mn>6</mml:mn><mml:mo>.</mml:mo><mml:mn>022</mml:mn><mml:mtext>&#x000A0;</mml:mtext><mml:mo>&#x000D7;</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mn>1</mml:mn><mml:msup><mml:mrow><mml:mn>0</mml:mn></mml:mrow><mml:mrow><mml:mn>23</mml:mn></mml:mrow></mml:msup><mml:mtext>&#x000A0;</mml:mtext><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mfrac><mml:mrow><mml:mi>n</mml:mi><mml:mi>u</mml:mi><mml:mi>m</mml:mi><mml:mi>b</mml:mi><mml:mi>e</mml:mi><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>o</mml:mi><mml:mi>l</mml:mi><mml:mi>e</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mi>f</mml:mi><mml:mi>r</mml:mi><mml:mi>a</mml:mi><mml:mi>g</mml:mi><mml:mi>m</mml:mi><mml:mi>e</mml:mi><mml:mi>n</mml:mi><mml:mi>t</mml:mi><mml:mtext>&#x000A0;</mml:mtext><mml:mi>l</mml:mi><mml:mi>e</mml:mi><mml:mi>n</mml:mi><mml:mi>g</mml:mi><mml:mi>t</mml:mi><mml:mi>h</mml:mi><mml:mtext>&#x000A0;</mml:mtext><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>b</mml:mi><mml:mi>p</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>&#x000D7;</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mn>1</mml:mn><mml:mo>&#x000D7;</mml:mo><mml:mn>1</mml:mn><mml:msup><mml:mrow><mml:mn>0</mml:mn></mml:mrow><mml:mrow><mml:mn>9</mml:mn></mml:mrow></mml:msup><mml:mtext>&#x000A0;</mml:mtext><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mfrac><mml:mrow><mml:mi>n</mml:mi><mml:mi>g</mml:mi></mml:mrow><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>&#x000D7;</mml:mo><mml:mn>330</mml:mn><mml:mfrac><mml:mrow><mml:mi>g</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>o</mml:mi><mml:mi>l</mml:mi><mml:mi>e</mml:mi><mml:mtext>&#x000A0;</mml:mtext></mml:mrow></mml:mfrac></mml:mrow></mml:mfrac></mml:math></inline-formula>. The DNA copy numbers in the samples were estimated taking into account the efficiency of each reaction, using the formula: <inline-formula><mml:math id="M2"><mml:mrow><mml:msub><mml:mi>X</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mo>=</mml:mo><mml:msup><mml:mrow><mml:mn>10</mml:mn></mml:mrow><mml:mrow><mml:mo stretchy='false'>(</mml:mo><mml:msub><mml:mi>C</mml:mi><mml:mi>q</mml:mi></mml:msub><mml:mo>&#x02212;</mml:mo><mml:mi>b</mml:mi><mml:mo stretchy='false'>)</mml:mo><mml:mo>&#x000B7;</mml:mo><mml:msup><mml:mi>m</mml:mi><mml:mrow><mml:mo>&#x02212;</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>where <italic>X</italic> is the estimated DNA copy numbers, <italic>Cq</italic> is the quantification cycle of the qPCR, <italic>b</italic> is the intercept of the reaction&#x00027;s standard curve and <italic>m</italic> is the slope.</p></sec>
<sec>
<title>Behavioral observations</title>
<p>Modified phloem sandwiches (Bedard, <xref ref-type="bibr" rid="B5">1933</xref>) were used to study maternal gallery construction and egg laying behavior. In short, a 15 &#x000D7; 8 cm strip of phloem was peeled from a freshly cut <italic>P. abies</italic> log and placed between two 18 &#x000D7; 10 cm Plexiglas panels. The panels were sealed together with electrical insulation tape and secured with four binder clips. A male bark beetle was placed in an opening in the top panel and covered with a piece of plastic mesh. After 24 h, a female beetle was added if the male had initiated a mating chamber. Twelve successfully mated pairs were observed with an EOS 600D (Canon) camera mounted on a Stemi 2000-C microscope (Zeiss). The different life stages were photographed and egg laying behavior was recorded whenever possible.</p></sec>
<sec>
<title>Statistical analysis</title>
<p>Significant differences in alpha diversity between samples were assessed with the Wilcoxon or Kruskal&#x02013;Wallis rank-sum tests using the &#x0201C;biostat&#x0201D; package (Gegzna, <xref ref-type="bibr" rid="B38">2020</xref>). Dunn&#x00027;s test was used to calculate pairwise comparisons between the sample types (population of origin, tissue, insect life stage) using Bonferroni&#x00027;s correction for multiple sample comparison. A PERMANOVA was performed to evaluate the differences in beta diversity among samples using the R packages &#x0201C;vegan&#x0201D; and &#x0201C;pairwiseAdonis&#x0201D; (Martinez Arbizu, <xref ref-type="bibr" rid="B52">2017</xref>; Oksanen et al., <xref ref-type="bibr" rid="B63">2022</xref>). For the microbial titers, the differences in estimated DNA copy numbers normalized by individual were assessed with a negative binomial model to correct for the data&#x00027;s over dispersion using the package &#x0201C;MASS&#x0201D; (Venables and Ripley, <xref ref-type="bibr" rid="B80">2002</xref>). A least-squares means test (LS means) was used to assess the significant differences among sample types using the &#x0201C;emmeans&#x0201D; package (Lenth, <xref ref-type="bibr" rid="B48">2023</xref>). All analyses were carried out in R version 4.3.0 (R Core Team, <xref ref-type="bibr" rid="B68">2023</xref>). Figures were created with &#x0201C;ggplot2&#x0201D; (Wickham, <xref ref-type="bibr" rid="B85">2009</xref>) and illustrations with <ext-link ext-link-type="uri" xlink:href="https://app.biorender.com/">BioRender.com</ext-link> (2023).</p></sec></sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Bacterial isolates from guts and maternal oral secretions</title>
<p>Bacterial isolates were obtained from the guts of larvae, teneral adults and mature adults, and from maternal oral secretions and cultivated on LB medium. These predominantly belonged to the class Gammaproteobacteria (<xref ref-type="table" rid="T1">Table 1</xref>). <italic>Erwinia typographi</italic> was the most frequently isolated bacterium, <italic>Rahnella</italic> species were isolated only from teneral adults, and <italic>Pseudoxanthomonas</italic> isolates were obtained from mature adults and maternal oral secretions. Bacilli were the second most abundant group of bacteria, with <italic>Paenibacillus</italic> being the dominant genus, followed by <italic>Lactococcus</italic>. Most of the <italic>Paenibacillus</italic> isolates were obtained from teneral adults. Bacteria belonging to Actinomycetia, Alphaproteobacteria, Sphigobacteriia, and Streptomycetales were also present to a lesser extent in mature adults, larvae, and female oral secretions.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Number of bacterial isolates obtained per sample type and their taxonomical assignment.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919497;color:#ffffff">
<th/>
<th valign="top" align="left" colspan="5"><bold>Number of isolates per sample type</bold></th>
</tr>
</thead>
<tbody>
<tr style="background-color:#919497;color:#ffffff">
<td valign="top" align="left"><bold>Taxonomic assignment</bold></td>
<td valign="top" align="center"><bold>Mature adults</bold></td>
<td valign="top" align="center"><bold>Teneral adults</bold></td>
<td valign="top" align="center"><bold>Larvae</bold></td>
<td valign="top" align="center"><bold>Female oral secretions</bold></td>
<td valign="top" align="center"><bold>Total</bold></td>
</tr> 
<tr style="background-color:#dee1e1">
<td valign="top" align="left"><bold>Actinomycetia</bold></td>
<td valign="top" align="center"><bold>4</bold></td>
<td/>
<td/>
<td valign="top" align="center"><bold>3</bold></td>
<td valign="top" align="center"><bold>7</bold></td>
</tr> <tr>
<td valign="top" align="left"><italic>Microbacterium azadirachtae</italic></td>
<td valign="top" align="center">1</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1</td>
</tr> <tr>
<td valign="top" align="left"><italic>Microbacterium flavum</italic></td>
<td valign="top" align="center">1</td>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td valign="top" align="center">2</td>
</tr> <tr>
<td valign="top" align="left"><italic>Microbacterium</italic> sp.</td>
<td valign="top" align="center">1</td>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td valign="top" align="center">2</td>
</tr> <tr>
<td valign="top" align="left"><italic>Micrococcus yunnanensis</italic></td>
<td valign="top" align="center">1</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1</td>
</tr> <tr>
<td valign="top" align="left"><italic>Streptomyces anthocyanicus</italic></td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
</tr> 
<tr style="background-color:#dee1e1">
<td valign="top" align="left"><bold>Bacilli</bold></td>
<td valign="top" align="center"><bold>3</bold></td>
<td valign="top" align="center"><bold>22</bold></td>
<td valign="top" align="center"><bold>3</bold></td>
<td/>
<td valign="top" align="center"><bold>28</bold></td>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus cereus</italic></td>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td/>
<td valign="top" align="center">1</td>
</tr> <tr>
<td valign="top" align="left"><italic>Brevibacillus agri</italic></td>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td/>
<td valign="top" align="center">1</td>
</tr> <tr>
<td valign="top" align="left"><italic>Lactococcus cremoris</italic></td>
<td valign="top" align="center">2</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2</td>
</tr> <tr>
<td valign="top" align="left"><italic>Lactococcus lactis</italic></td>
<td/>
<td valign="top" align="center">3</td>
<td/>
<td/>
<td valign="top" align="center">3</td>
</tr> <tr>
<td valign="top" align="left"><italic>Lactococcus</italic> sp.</td>
<td/>
<td valign="top" align="center">1</td>
<td/>
<td/>
<td valign="top" align="center">1</td>
</tr> <tr>
<td valign="top" align="left"><italic>Paenibacillus</italic> sp.</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">13</td>
<td/>
<td/>
<td valign="top" align="center">14</td>
</tr> <tr>
<td valign="top" align="left"><italic>Paenibacillus typhae</italic></td>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td/>
<td valign="top" align="center">1</td>
</tr> <tr>
<td valign="top" align="left"><italic>Paenibacillus xylanilyticus</italic></td>
<td/>
<td valign="top" align="center">5</td>
<td/>
<td/>
<td valign="top" align="center">5</td>
</tr> 
<tr style="background-color:#dee1e1">
<td valign="top" align="left"><bold>Sphingobacteriia</bold></td>
<td valign="top" align="center"><bold>3</bold></td>
<td/>
<td valign="top" align="center"><bold>1</bold></td>
<td/>
<td valign="top" align="center"><bold>4</bold></td>
</tr> <tr>
<td valign="top" align="left"><italic>Sphingobacterium</italic> sp.</td>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td/>
<td valign="top" align="center">1</td>
</tr> <tr>
<td valign="top" align="left"><italic>Sphingobacterium detergens</italic></td>
<td valign="top" align="center">2</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2</td>
</tr> <tr>
<td valign="top" align="left"><italic>Sphingobacterium multivorum</italic></td>
<td valign="top" align="center">1</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1</td>
</tr> 
<tr style="background-color:#dee1e1">
<td valign="top" align="left">&#x003B3;<bold>-Proteobacteria</bold></td>
<td valign="top" align="center"><bold>14</bold></td>
<td valign="top" align="center"><bold>10</bold></td>
<td valign="top" align="center"><bold>15</bold></td>
<td valign="top" align="center"><bold>11</bold></td>
<td valign="top" align="center"><bold>50</bold></td>
</tr> <tr>
<td valign="top" align="left"><italic>Erwinia</italic> sp.</td>
<td/>
<td/>
<td valign="top" align="center">4</td>
<td/>
<td valign="top" align="center">4</td>
</tr> <tr>
<td valign="top" align="left"><italic>Erwinia</italic> sp.</td>
<td/>
<td/>
<td valign="top" align="center">3</td>
<td/>
<td valign="top" align="center">3</td>
</tr> <tr>
<td valign="top" align="left"><italic>Erwinia typographi</italic></td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">26</td>
</tr> <tr>
<td valign="top" align="left"><italic>Pseudoxanthomonas sp</italic>.</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">4</td>
<td valign="top" align="center">4</td>
</tr> <tr>
<td valign="top" align="left"><italic>Pseudoxanthomonas spadix</italic></td>
<td valign="top" align="center">3</td>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td valign="top" align="center">4</td>
</tr> <tr>
<td valign="top" align="left"><italic>Rahnella aquatilis</italic></td>
<td/>
<td valign="top" align="center">1</td>
<td/>
<td/>
<td valign="top" align="center">1</td>
</tr> <tr>
<td valign="top" align="left"><italic>Rahnella</italic> sp.</td>
<td/>
<td valign="top" align="center">2</td>
<td/>
<td/>
<td valign="top" align="center">2</td>
</tr> <tr>
<td valign="top" align="left"><italic>Rahnella variigena</italic></td>
<td/>
<td valign="top" align="center">3</td>
<td/>
<td/>
<td valign="top" align="center">3</td>
</tr> <tr>
<td valign="top" align="left"><italic>Rahnella woolbedingensis</italic></td>
<td/>
<td valign="top" align="center">1</td>
<td/>
<td/>
<td valign="top" align="center">1</td>
</tr> <tr>
<td valign="top" align="left"><italic>Rouxiella silvae</italic></td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
</tr> <tr>
<td valign="top" align="left"><italic>Stenotrophomonas maltophilia</italic></td>
<td valign="top" align="center">1</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1</td>
</tr> 
<tr style="background-color:#dee1e1">
<td valign="top" align="left">&#x003B1;<bold>-Proteobacteria</bold></td>
<td valign="top" align="center"><bold>1</bold></td>
<td/>
<td/>
<td/>
<td valign="top" align="center"><bold>1</bold></td>
</tr> <tr>
<td valign="top" align="left"><italic>Ochrobactrum</italic> sp.</td>
<td valign="top" align="center">1</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1</td>
</tr></tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Bacterial community composition and structure</title>
<p>In the culture-independent high-throughput profiling, Gammaproteobacteria largely dominated the bacterial communities associated with the beetle gut across all the life stages, as well as the eggs and the beetle-modified environment. The most abundant taxon was <italic>E. typographi</italic>, followed by <italic>Pseudoxanthomonas spadix</italic> and <italic>Rahnella</italic> sp. All three taxa were present in both wild-collected and laboratory-reared specimens, but the wild-collected samples had a higher prevalence of <italic>Rahnella</italic> sp., while <italic>P. spadix</italic> was more common in the laboratory population. Additionally, a further <italic>Erwinia</italic> ASV (not identifiable to the species level) was abundant in most of the beetle and the beetle-modified environment samples. Even though these Gammaproteobacteria were also present in the unattacked bark samples, they were not as abundant as in the beetle guts, eggs, and gallery environment (<xref ref-type="fig" rid="F1">Figure 1A</xref>). <italic>E. typographi, P. spadix, Rahnella</italic> sp. and <italic>Erwinia</italic> sp. formed the core gut bacterial community shared by all life stages across the wild-collected and laboratory-reared samples (<xref ref-type="fig" rid="F2">Figure 2A</xref>). <italic>Serratia</italic> sp., <italic>Pseudomonas bohemica, Ochrobactrum</italic> sp., and an unidentified ASV belonging to Rhizobiaceae were present to a lesser extent in the galleries, larvae, pupae, teneral adults and mature adults of both populations. An unidentified Chitinophagaceae ASV was present in the galleries and some of the adults. The mollicute <italic>Spiroplasma</italic> sp. was identified in variable abundances in all the mature adults captured in the wild, but it was almost absent from the laboratory-reared individuals. Overall, the composition and structure of the bacterial communities associated with <italic>I. typographus</italic> and the gallery environment were largely different from the ones in the unattacked bark. The unattacked bark harbored taxa belonging mostly to Alphaproteobacteria, Gammaproteobacteria and Verrucomicrobiota (<xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 2A</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Relative abundances of the 20 most abundant bacterial and fungal amplicon sequence variants across wild-caught and laboratory-reared life stages of <italic>I. typographus</italic> and their environment. <bold>(A)</bold> Bacteria, <bold>(B)</bold> fungi. Relative abundances are indicated at species level; taxa marked with an asterisk (<sup>&#x0002A;</sup>) were refined to species by nucleotide blast against the NCBI database. When blasted against NCBI database, the assigned taxonomies were <sup>1</sup><italic>Endoconidiophora polonica</italic> and the anamorph <sup>2</sup><italic>Leptiographium piceaperdum</italic>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1367127-g0001.tif"/>
</fig>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Core microbial taxa shared by different life stages of <italic>I. typographus</italic> in both laboratory-reared and wild-collected insects. <bold>(A)</bold> Core bacterial community, <bold>(B)</bold> core fungal community. The core taxa were defined as ASVs present in &#x02265; 50% of all samples, with a relative abundance &#x02265; 0.1% per individual. Taxa marked with an asterisk (&#x0002A;) are present in multiple life stages at the species level, but a particular ASV was identified in each life stage. <sup>1</sup>Further identified as <italic>Endoconidiophora polonica</italic> when blasted against the NCBI database.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1367127-g0002.tif"/>
</fig>
</sec>
<sec>
<title>Fungal community composition and structure</title>
<p>Saccharomycetales yeasts largely dominated the fungal communities across all beetle life stages, as well as the gallery environment (<xref ref-type="fig" rid="F1">Figure 1B</xref>). <italic>Wickerhamomyces bisporus</italic> was ubiquitous, followed in abundance by <italic>Kuraishia molischiana, Ogataea ramenticola</italic> and <italic>Cyberlindnera amylophila</italic>. These four yeasts formed the core gut community of all life stages across the wild-collected and laboratory-reared samples (<xref ref-type="fig" rid="F2">Figure 2B</xref>). <italic>Nakazawaea ernobii</italic> and <italic>Saccharomycopsis lassenensis</italic> were also widespread among different life stages but their relative abundances were lower when compared to the core yeasts. The second most abundant order of fungi were the Sordariomycetes. Interestingly, the abundance of <italic>Endoconidiophora polonica</italic>, one of the best known fungal ectosymbionts of <italic>I. typographus</italic>, was higher in the samples from the wild population than in the laboratory-reared beetles and galleries. Another ASV, assigned to <italic>Grosmannia aenigmatica</italic>, was abundant in some of the larvae, pupae, pupal chambers and teneral adults of the laboratory-reared samples. A search of this ASV against the NCBI database revealed multiple 100% sequence identity hits with <italic>Leptiographium piceaperdum</italic> (the anamorph of <italic>G. piceaperda</italic>). A third sordariomycete fungus, <italic>Rhexographium fimbriasporum</italic>, was present mostly in the laboratory-reared insects. Additionally, <italic>Sistotrema brinkmannii</italic> and <italic>Cylindrobasidium torrendi</italic> (Basidiomycetes) were very abundant in the wild-caught teneral adults. An unidentified Basidiomycete appeared in several gallery and insect samples from the wild and, in lower abundances, in the laboratory-reared samples. As observed in the bacterial communities, the composition and structure of the fungal communities associated with the unattacked bark were remarkably distinct from the ones present in the beetle guts, eggs, and gallery environment. The unattacked phloem harbored taxa belonging mostly to Sordariomycetes, Dothideomycetes, Leotiomycetes and Lecanoromycetes (<xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 2B</xref>).</p></sec>
<sec>
<title>Bacterial and fungal diversity</title>
<p>The 16S rRNA dataset had an average of 14107 reads with a minimum of 6 and a maximum of 48820 across samples. The ITS dataset had an average of 48030 reads with a minimum of 12 and a maximum of 334941 across samples. The bacterial alpha diversity of the unattacked bark was significantly higher than that of all other samples (Kruskal&#x02013;Wallis test: Shannon &#x003C7;<sup>2</sup> = 40.03, <italic>p</italic> &#x0003C; 0.0001; Simpson &#x003C7;<sup>2</sup> = 38.196, <italic>p</italic> &#x0003C; 0.0001; <xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 1B</xref>) and did not differ significantly between wild-collected and laboratory-reared samples (Wilcoxon test: Shannon <italic>p</italic> = 0.093, Simpson <italic>p</italic> = 0.079; <xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 1A</xref>). Similar to the case of bacteria, fungal alpha diversity was also higher in the bark and in the galleries than in the beetle guts, eggs, pupal chambers, and bark plugs placed over the eggs immediately after oviposition (Kruskal&#x02013;Wallis test: Shannon &#x003C7;<sup>2</sup> = 48.673, <italic>p</italic> &#x0003C; 0.0001; Simpson &#x003C7;<sup>2</sup> = 37.234, <italic>p</italic> &#x0003C; 0.0001; <xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 1D</xref>). In contrast, the wild-collected samples showed a significantly higher fungal alpha diversity than the ones from the laboratory colony (Wilcoxon test: Shannon index <italic>p</italic> = 0.002, Simpson index <italic>p</italic> = 0.02, <xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 1C</xref>).</p>
<p>The beta diversity analysis revealed significant differences in the microbial community composition across beetle life stages. The principal component analysis (PCoA) of both the bacterial and fungal Bray-Curtis distances showed the unattacked bark clustering separately from the rest of the samples (<xref ref-type="fig" rid="F3">Figures 3A</xref>, <xref ref-type="fig" rid="F3">C</xref>), and the PERMANOVA generated significant results for the bacterial (<italic>F</italic> = 3.215, <italic>p</italic> = 0.001) and fungal (<italic>F</italic> = 4.227, <italic>p</italic> = 0.001) Bray-Curtis metrics. Further inspection of the data revealed a clear separation of the bark samples from the beetle-modified environment (galleries, egg plugs, and pupal chambers) (<xref ref-type="fig" rid="F3">Figures 3B</xref>, <xref ref-type="fig" rid="F3">D</xref>, <xref ref-type="supplementary-material" rid="SM2">Supplementary Tables 2</xref>, <xref ref-type="supplementary-material" rid="SM2">3</xref>). The beta diversity analysis across life stages did not reveal significant differences in community composition except for the pupae, both in the bacterial (<italic>F</italic> = 2.636, <italic>p</italic> = 0.001) and the fungal communities (<italic>F</italic> = 2.902, <italic>p</italic> = 0.001) (<xref ref-type="supplementary-material" rid="SM4">Supplementary Figures 5A</xref>, <xref ref-type="supplementary-material" rid="SM4">B</xref>, <xref ref-type="supplementary-material" rid="SM2">Supplementary Tables 4</xref>, <xref ref-type="supplementary-material" rid="SM2">5</xref>). PERMANOVA analysis showed significant differences between the bacterial (<italic>F</italic> = 6.1837, <italic>p</italic> = 0.001) and fungal (<italic>F</italic> = 12.100, <italic>p</italic> = 0.001) communities of the samples from the wild collection and the laboratory rearing, but no clear patterns were observed in the PCoA (<xref ref-type="supplementary-material" rid="SM4">Supplementary Figures 5C</xref>, <xref ref-type="supplementary-material" rid="SM4">D</xref>).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Beta diversity of bacterial and fungal communities associated with <italic>I. typographus</italic>. Principal Component Analysis (PCoA) plots of the Bray-Curtis distances for <bold>(A)</bold> bacterial taxa in all sample types, <bold>(B)</bold> bacterial taxa in bark and beetle-modified environment, <bold>(C)</bold> fungal taxa in all sample types, <bold>(D)</bold> fungal taxa in bark and beetle-modified environment.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1367127-g0003.tif"/>
</fig>
</sec>
<sec>
<title>Bacterial and fungal titers across life stages</title>
<p>The bacterial loads in the gut did not differ significantly across life stages except for the pupae, where the entire individual including the gut was sampled. The copy number of the 16S gene was higher for the pupae than the mean copy number for the first instar larvae, teneral and mature adults (Negative Binomial GLM <italic>p</italic> = 1.98 &#x000D7; 10<sup>&#x02212;11</sup>, LS means <italic>p</italic> &#x0003C; 0.0001, <xref ref-type="fig" rid="F4">Figure 4A</xref>). Due to the pooling of egg samples, it is difficult to assess the microbial load on individual eggs accurately. Assuming an average of 20 eggs per sampled gallery, the bacterial load of an individual egg was lower than that in the gut of the other life stages, which was not statistically significant except for the teneral adults (Negative Binomial GLM <italic>p</italic> = 0.00718, LS means <italic>p</italic> &#x0003C; 0.0081). When compared to their matching plugs, the eggs themselves had higher numbers of 16S rRNA gene copies (Negative Binomial GLM <italic>p</italic> = 0.0046, LS means <italic>p</italic> &#x0003C; 0.0127, <xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 4A</xref>). The bacterial titers in the additional samples where the eggs and plugs were collected together were not statistically different from the egg-only samples, suggesting that the contribution of the plugs to the bacteria in the oviposition site is lower than the contribution from the bacteria present on the egg surface (Negative Binomial GLM <italic>p</italic> = 0.0.094, LS means <italic>p</italic> &#x0003C; 0.215). The 16S rRNA gene copy numbers were an order of magnitude higher in the galleries than in the unattacked phloem (Negative Binomial GLM <italic>p</italic> = 0.00104, LS means <italic>p</italic> &#x0003C; 0.003, <xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 3A</xref>). The same trend was observed for the pupal chambers, but was not statistically significant (Negative Binomial GLM <italic>p</italic> = 0.05507, LS means <italic>p</italic> &#x0003C; 0.1335).</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Microbial rRNA gene copy numbers across bark beetle life stages. <bold>(A)</bold> Bacterial 16S gene copy numbers, <bold>(B)</bold> Fungal ITS gene copy numbers. Letters indicate significant differences among groups (least-squares means pairwise comparison with Tukey adjustment, <italic>p</italic> &#x0003C; 0.05). Data were log-transformed to facilitate their visualization. Negative controls were samples without any insect or plant tissue, but extraction reagents only, that were processed and subjected to quantitative PCR in the same manner as other samples.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1367127-g0004.tif"/>
</fig>
<p>The fungal load in the gut remained stable as the life stages progressed (<xref ref-type="fig" rid="F4">Figure 4B</xref>). As in the case of bacteria, the pupae were the exception, as they had higher titers than the rest of the life stages (Negative Binomial GLM <italic>p</italic> = 5.1 &#x000D7; 10<sup>&#x02212;8</sup>, LS means <italic>p</italic> &#x0003C; 0.0001). As opposed to bacteria, the egg plugs carried significantly higher ITS gene copy numbers than the eggs (Negative Binomial GLM <italic>p</italic> = 2.99 &#x000D7; 10<sup>&#x02212;9</sup>, LS means <italic>p</italic> &#x0003C; 0.0001, <xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 4B</xref>). The fungal titers in the samples where eggs and plugs were collected together were also higher than in the egg-only samples (Negative Binomial GLM <italic>p</italic> = 2.75 &#x000D7; 10<sup>&#x02212;10</sup>, LS means <italic>p</italic> &#x0003C; 0.0001), which indicates that the plugs make a major contribution to the presence of fungi in the oviposition site. As for the bacteria, the fungal load was an order of magnitude higher in the galleries than in the unattacked phloem (Negative Binomial GLM <italic>p</italic> = 0.00289, LS means <italic>p</italic> &#x0003C; 0.0081, <xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 3B</xref>). This was also the case for the pupal chambers, which had a significantly higher number of ITS gene copies than the unattacked phloem (Negative Binomial GLM <italic>p</italic> = 0.00594, LS means <italic>p</italic> &#x0003C; 0.0164) and did not differ in fungal titers from the galleries (Negative Binomial GLM <italic>p</italic> = 0.00594, LS means <italic>p</italic> &#x0003C; 0.9260).</p></sec>
<sec>
<title>Observations on female oviposition behavior</title>
<p>To explore the likelihood of vertical transmission of microbes from parents to offspring, we first used phloem sandwiches to observe parental behavior, offspring development, and feeding habits of the different life stages (<xref ref-type="fig" rid="F5">Figure 5</xref>). The gallery excavation and developmental stages have been extensively documented in previous works [as summarized by Schebeck et al. (<xref ref-type="bibr" rid="B74">2023</xref>)]. Earlier literature indicates that the parent beetles &#x0201C;groom&#x0201D; the eggs, but a detailed description of this behavior is missing. We observed that, while boring the maternal gallery, the female removed most of the bark debris by pushing it toward the mating chamber with its elytral declivity. However, it stored part of the chewed bark at the farthest end of the tunnel. Every 2&#x02013;3 millimeters, the female stopped boring the main gallery and carved a niche with its mouthparts on one of the sides. Once the niche was large enough to harbor an egg, the mother traveled back to the mating chamber to make a 180&#x000B0; turn. With the abdomen facing the end of the maternal gallery, it laid an egg in the niche. It then rapidly moved back to the mating chamber to turn around, and returned to the freshly laid egg at a considerable speed. Using the chewed bark stored at the end of the gallery, the mother quickly created a bark plug to cover the egg (<xref ref-type="supplementary-material" rid="SM3">Supplementary Video 1</xref>, <xref ref-type="fig" rid="F5">Figures 5A</xref>, <xref ref-type="fig" rid="F5">B</xref>).</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Development of <italic>Ips typographus</italic> inside the phloem of <italic>Picea abies</italic>. <bold>(A)</bold> Adult female in the maternal gallery. <bold>(B)</bold> Detail of an egg in its niche, protected by a plug of chewed bark. <bold>(C)</bold> Individual larval galleries radiating from the oviposition site. <bold>(D)</bold> Close-up of a second instar larva. <bold>(E)</bold> Pupa inside the pupal chamber lined with frass. <bold>(F)</bold> Teneral adult during maturation feeding.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1367127-g0005.tif"/>
</fig>
</sec></sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>In this study, we characterized the microbial communities associated with the gut and galleries of the European spruce bark beetle (<italic>I. typographus</italic>) across its life stages. Additionally, we carried out behavioral observations to record possible modes of symbiont acquisition and transmission, as well as quantitative PCR to assess the changes in microbial loads throughout the beetle&#x00027;s life cycle.</p>
<p>Microbial amplicon sequencing analyses showed that the composition and structure of the bacterial communities were stable throughout the beetle&#x00027;s development and broadly overlapping between wild-caught and laboratory-reared beetles (<xref ref-type="fig" rid="F1">Figures 1A</xref>, <xref ref-type="fig" rid="F1">B</xref>). However, some of the bacterial taxa found in the field-collected beetles were lost or diminished in most of the individuals raised in the laboratory, such as <italic>Spiroplasma</italic>, certain <italic>Rahnella</italic> ASVs, and <italic>Yersinia</italic> (<xref ref-type="fig" rid="F1">Figure 1A</xref>). Similarly, the fungal communities associated with field-collected vs. laboratory-reared beetles showed considerable overlap, but also distinct differences. The ectosymbiont <italic>E. polonica</italic>, while present in most wild-collected samples, was generally absent from the laboratory-reared ones. In turn, an ASV assigned to the fungus <italic>Leptiographium piceaperdum</italic> (the anamorph of <italic>G. piceaperda</italic>) was present in high abundance in some of the laboratory individuals and largely absent from the wild population. While it may be possible that this fungus is present in the beetle population and the better known ectosymbiont <italic>G. penicillata</italic> is absent, an alternative explanation may lie in the limitations of the primers we used for amplicon sequencing. Combining the ITS data with sequences from the &#x003B2;-tubulin and the ribosomal large subunit (LSU) genes may offer a better resolution at species level in Ophiostomatoid fungi (Zipfel et al., <xref ref-type="bibr" rid="B88">2006</xref>). A subset of saprophytic Basidiomycetes (<italic>C. torrendii</italic> and <italic>S. brinkmanii</italic>) were abundant in the wild teneral and mature adults, but largely absent from the laboratory-reared beetles. Reduction in diversity and loss or replacement of some gut symbionts can be expected when bark beetles are kept in captivity (Dohet et al., <xref ref-type="bibr" rid="B28">2016</xref>). Stable temperature and humidity, a reduced number of interactions with other invertebrate species, and the sanitization practices in our rearing could explain these differences. A comparable phenomenon is observed in industrial pollinator rearing, where minor gut symbionts are lost or replaced in artificially-reared bumblebee colonies, but the core taxa remain (Meeus et al., <xref ref-type="bibr" rid="B55">2015</xref>).</p>
<p>Wild-collected and laboratory-reared insects shared several of the most abundant gut bacteria (<italic>E. typographi, P. spadix, Rhanella aquatilis</italic>, and <italic>Erwinia</italic> sp.; <xref ref-type="fig" rid="F2">Figure 2A</xref>) and fungi (<italic>W. bisporus, O. ramenticola, K. molischiana</italic>, and <italic>C. amylophila;</italic> <xref ref-type="fig" rid="F2">Figure 2B</xref>) throughout their development. These taxa have previously been reported in <italic>I. typographus</italic> at different life stages (Chakraborty et al., <xref ref-type="bibr" rid="B21">2023</xref>; Veselsk&#x000E1; et al., <xref ref-type="bibr" rid="B81">2023</xref>), across geographic locations (Chakraborty et al., <xref ref-type="bibr" rid="B21">2023</xref>; Moussa et al., <xref ref-type="bibr" rid="B59">2023</xref>) and seasons (Moussa et al., <xref ref-type="bibr" rid="B59">2023</xref>; Veselsk&#x000E1; et al., <xref ref-type="bibr" rid="B81">2023</xref>), and regardless of whether the beetle populations were experiencing an endemic or an epidemic phase (Moussa et al., <xref ref-type="bibr" rid="B59">2023</xref>). The consistency of these associations throughout time and space indicates the existence of a common core community in the <italic>I. typographus</italic> gut (Risely, <xref ref-type="bibr" rid="B70">2020</xref>).</p>
<p>This core microbiome was also dominant in the gallery environment. In fact, our beta-diversity analysis showed that the communities in the beetle tissues clustered together with those of the galleries, egg plugs and pupal chambers but were significantly different from those in the bark (<xref ref-type="fig" rid="F3">Figure 3</xref>). In addition, the overall bacterial alpha-diversity was higher in the bark than in the gallery environment or the beetle guts (<xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 1B</xref>), and the bark communities were characterized by high abundances of Alphaproteobacteria, Verrucomicrobiota, Acidobacteria and, to a lesser extent, Gammaproteobacteria (<xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 2A</xref>). Indeed, the core taxa <italic>E. typographi, P. spadix, Rhanella aquatilis</italic>, and <italic>Erwinia</italic> sp. were present in the bark, but at much lower relative abundances than in the beetle samples or galleries (<xref ref-type="fig" rid="F1">Figure 1A</xref>). The fungal alpha-diversity was also higher in the bark than in the beetle guts (<xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 1D</xref>), and the communities were dominated by Sordariomycetes, Dothideomycetes, Leotiomycetes and Lecanoromycetes (<xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 2B</xref>). As noted earlier, the beetle core yeasts and the fungal ectosymbionts were seldom found in the unattacked phloem. The occasional identification of these fungi in the intact phloem may be due to inconsistencies in sampling or contamination and not necessarily to the fungal taxa being already present before the arrival of the colonizing adults. The present study and two earlier surveys (Chakraborty et al., <xref ref-type="bibr" rid="B21">2023</xref>; Veselsk&#x000E1; et al., <xref ref-type="bibr" rid="B81">2023</xref>) used the bark adjacent to the galleries as a control and omitted unattacked trees, which could have given greater certainty about the composition of the microbial communities in the absence of a beetle attack. The similarities among the communities in beetle samples and their gallery environment, along with the distinct bacterial and fungal profile of the bark, indicate that the beetle modifies the microbial community of the substrate it inhabits and feeds on.</p>
<p>By raising beetles in the laboratory in &#x0201C;phloem sandwiches,&#x0201D; strips of phloem tissue sealed in a Plexiglas chamber, we observed that female <italic>I. typographus</italic> provided each egg with a protective plug made from masticated phloem (<xref ref-type="fig" rid="F5">Figures 5A</xref>, <xref ref-type="fig" rid="F5">B</xref>, <xref ref-type="supplementary-material" rid="SM3">Supplementary Video 1</xref>). This has been described previously as &#x0201C;egg grooming&#x0201D; and is part of a series of subsocial behaviors shared by <italic>I. typographus</italic> and other related bark beetle species (Schebeck et al., <xref ref-type="bibr" rid="B74">2023</xref>). The 16S amplicon sequencing data showed that <italic>E. typographi, P. spadix</italic>, and an unassigned <italic>Erwinia</italic> species dominated the bacterial communities of the eggs and the plugs (<xref ref-type="fig" rid="F1">Figure 1A</xref>). This was consistent with the culture-dependent bacterial characterization, where most of the isolates obtained from the maternal oral secretions belonged to <italic>E. typographi</italic> and <italic>Pseudoxanthomonas</italic> spp. as well as <italic>Microbacterium</italic> spp. (<xref ref-type="table" rid="T1">Table 1</xref>). The ITS amplicon sequencing data revealed that the dominant fungi on the eggs and plugs were the yeasts <italic>W. bisporus, O. ramenticola, K. molischiana</italic>, and <italic>C. amylophila</italic> (<xref ref-type="fig" rid="F1">Figure 1B</xref>). The communities of the eggs and plugs differed significantly from those of the unattacked bark (<xref ref-type="fig" rid="F1">Figures 1A</xref>, <xref ref-type="fig" rid="F1">B</xref>) and matched the core bacterial and fungal taxa shared by all life stages (<xref ref-type="fig" rid="F2">Figures 2A</xref>, <xref ref-type="fig" rid="F2">B</xref>). Additionally, microbial loads on the eggs and plugs were similar or higher than those in the larval guts (<xref ref-type="fig" rid="F4">Figure 4</xref>, <xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 3</xref>). These results indicate that females promote the presence of the core gut symbionts on the egg and the oviposition site. Further, the quantitative data support the hypothesis of maternal transmission of fungi via the egg plugs, which carry the highest fungal load in the oviposition site (<xref ref-type="supplementary-material" rid="SM4">Supplementary Figure 4A</xref>).</p>
<p>Vertical extracellular transmission is well documented across different insect orders, where females pass on the symbionts to the next generation by inoculating their eggs or the oviposition sites (Salem et al., <xref ref-type="bibr" rid="B73">2015</xref>). In Coleoptera, the roles of these microbial partners range from chemically defending the eggs to supplementing the diet of the newly hatched larvae with essential nutrients. For example, females of the tenebrionid <italic>Lagria villosa</italic> house <italic>Burkholderia gladioli</italic> bacteria in two accessory glands connected to their reproductive system. The female smears these bacteria onto the egg surface during oviposition, where the symbionts produce antimicrobial compounds that defend the insect&#x00027;s eggs against fungal pathogens (Fl&#x000F3;rez et al., <xref ref-type="bibr" rid="B34">2017</xref>). Some beetles transmit their symbiotic partners to their offspring in specialized packaging. This is the case for the tortoise beetle <italic>Cassida rubiginosa</italic>, which deposits its obligate <italic>Stammera</italic> symbiont packed in a caplet on top of each egg. This extracellular symbiont improves the beetle&#x00027;s diet by supplying its host with pectinolytic enzymes (Salem et al., <xref ref-type="bibr" rid="B72">2017</xref>). Other coleopterans rely on the transmission of yeast symbionts to ensure the survival of their offspring in nutrient-poor diets, such as the longicorn beetle <italic>Leptura ochraceofasciata</italic> (Kishigami et al., <xref ref-type="bibr" rid="B44">2023</xref>), and the lizard beetle <italic>Doubledaya bucculenta</italic> (Toki et al., <xref ref-type="bibr" rid="B79">2012</xref>). In all of the above, the female harbors a single bacterial or fungal taxon in a specialized organ and inoculates the egg during oviposition.</p>
<p>Our results show that <italic>I. typographus</italic> females promote a group of taxa in the oviposition site rather than transmitting a single symbiont. While no dedicated symbiotic organs (i.e., bacteriomes, mycangia or specialized glands) have been reported in <italic>I. typographus</italic> to date, the maternal oral secretions may serve as a source of additional bacterial inoculum for the plugs and eggs. Similar behaviors have been recorded in the North American spruce beetle <italic>Dendroctonus rufipennis</italic>: when challenged by fungal entomopathogens, the adults spread oral secretions around their bodies and galleries (Cardoza et al., <xref ref-type="bibr" rid="B16">2006</xref>). These secretions contain Proteobacteria, Actinobacteria, Bacteroidetes, and Firmicutes that are able to inhibit the growth of the noxious fungi to different degrees. Subsequent work revealed that the mountain pine beetle <italic>Dendroctonus ponderosae</italic> and the pine engraver <italic>Ips pini</italic> also harbor closely related bacteria in their oral secretions (Cardoza et al., <xref ref-type="bibr" rid="B17">2009</xref>). Among the isolates we obtained from the mouthparts of female <italic>I. typographus</italic>, we identified two <italic>Microbacterium</italic> and one <italic>Streptomyces</italic> (<xref ref-type="table" rid="T1">Table 1</xref>), genera that were able to inhibit the growth of <italic>Aspergillus fumigatus</italic> and <italic>Trichoderma harzianum</italic> in the North American spruce beetle (Cardoza et al., <xref ref-type="bibr" rid="B16">2006</xref>). Even if these taxa were not among the dominant members of the bacterial communities of the eggs and plugs, they may be able to produce antifungal compounds that contribute to protecting the offspring from opportunistic entomopathogens. Of the dominant taxa present in the oviposition site, multiple <italic>E. typographi</italic> strains isolated from <italic>I. typographus</italic> have been shown to fully or partially inhibit the growth of <italic>Beauveria</italic> spp., <italic>Metarhizium anisopliae, Lecanicillium muscarium</italic> and <italic>Isaria</italic> spp. in <italic>in vitro</italic> assays (Peral-Aranega et al., <xref ref-type="bibr" rid="B65">2023</xref>). Thus, bacteria associated with <italic>I. typographus</italic> may have the potential to protect the beetles and their galleries from detrimental fungi.</p>
<p>Aside from dedicated organs, fungi can attach to less specialized structures on the insect&#x00027;s exoskeleton, such as elytral pits (Furniss et al., <xref ref-type="bibr" rid="B36">1990</xref>; Bleiker et al., <xref ref-type="bibr" rid="B10">2009</xref>; Kandasamy et al., <xref ref-type="bibr" rid="B43">2023</xref>) or setae (Brysch-Herzberg, <xref ref-type="bibr" rid="B14">2004</xref>). Some of the Saccharomycetes detected were present in the unattacked phloem samples, but their abundance was significantly lower than in the eggs, beetle guts, and gallery environment (<xref ref-type="fig" rid="F1">Figure 1B</xref>). This is consistent with previous studies, where the authors found low (Veselsk&#x000E1; et al., <xref ref-type="bibr" rid="B81">2023</xref>) or near-zero (Chakraborty et al., <xref ref-type="bibr" rid="B21">2023</xref>) relative abundances of yeasts in the phloem adjacent to the galleries. This shift in abundance is another indicator of microbial community manipulation by the female beetles in the oviposition site.</p>
<p>Veselsk&#x000E1; et al. (<xref ref-type="bibr" rid="B81">2023</xref>) suggest that the beetles acquire their gut communities strictly horizontally from the diet. Certainly, the core gut and gallery bacteria are already present in the unattacked phloem and the beetles might acquire them through feeding. However, some selected bacterial taxa, along with beetle-associated yeasts, are enriched in the eggs and the plugs by the females, which makes the inoculum available on the egg surface (<xref ref-type="fig" rid="F1">Figure 1A</xref>). The parents likely vector the yeasts and filamentous ectosymbionts into the phloem by carrying them attached to their setae and elytral pits (Kandasamy et al., <xref ref-type="bibr" rid="B43">2023</xref>). The feces may also serve as a source of inoculum from the beetle gut to the gallery environment. Subsocial and eusocial insects are considerably more exposed to their own frass than solitary insects, and in some cases, the fecal microbiome is crucial in protecting their nest or gallery environment from pathogens (Cole et al., <xref ref-type="bibr" rid="B24">2021</xref>; Pessotti et al., <xref ref-type="bibr" rid="B66">2021</xref>). Therefore, we hypothesize that rather than a strict horizontal transmission, the females inoculate the offspring&#x00027;s environment with their core microbial associates and set favorable conditions for the proliferation of potentially beneficial symbionts from the bark. The burying beetle <italic>Nicrophorus vespilloides</italic> displays a similar behavior, using oral and anal secretions to transmit their gut microbiota to the carcasses they colonize. The parent beetles regulate the bacterial and fungal communities on the carcass to preserve this ephemeral food resource for their offspring during the larval stages (Vogel et al., <xref ref-type="bibr" rid="B82">2017</xref>). We propose a mixed mode of transmission for <italic>I. typographus</italic> as well, with vertical transmission of microbes via the egg surface and egg plugs as well as the gallery environment, in addition to horizontal acquisition from the bark. This has not only been suggested for other bark beetles (Rivera et al., <xref ref-type="bibr" rid="B71">2009</xref>), but is also the predominant mode of microbiota transmission in vertebrates and invertebrates (Ebert, <xref ref-type="bibr" rid="B30">2013</xref>).</p>
<p>Subsocial insects structure their microbial communities through parental care, selective feeding, collective feeding, direct management of the microbes (e.g., applying secretions), and vertical transmission (Biedermann and Rohlfs, <xref ref-type="bibr" rid="B8">2017</xref>). The European spruce bark beetle displays all of these strategies (i.e., grooming the eggs, feeding on a narrow host range, mass-attacking their host tree with the aid of aggregation pheromones, protecting the egg niche with a plug, and applying oral secretions loaded with bacterial and fungal cells on the oviposition sites), resulting in a stable core community. The association with Gammaproteobacteria in the gut and galleries is common in other bark and ambrosia beetles, as well as in other conifer-feeding coleopterans in which no fungal partners are known (Delalibera et al., <xref ref-type="bibr" rid="B27">2007</xref>; Morales-Jimenez et al., <xref ref-type="bibr" rid="B58">2009</xref>, <xref ref-type="bibr" rid="B57">2012</xref>; Berasategui et al., <xref ref-type="bibr" rid="B6">2016</xref>; Dohet et al., <xref ref-type="bibr" rid="B28">2016</xref>; Briones-Roblero et al., <xref ref-type="bibr" rid="B13">2017</xref>; Hernandez-Garcia et al., <xref ref-type="bibr" rid="B40">2018</xref>; Barcoto et al., <xref ref-type="bibr" rid="B4">2020</xref>; Chakraborty et al., <xref ref-type="bibr" rid="B20">2020</xref>). This widespread pattern points toward the importance of dietary acquisition for shaping the microbiota in these insects.</p>
<p>In addition to transgenerational transmission, holometabolism poses several challenges for the persistence of insect microbiota. The gut undergoes considerable changes during complete metamorphosis. The larvae eliminate most of their gut contents before pupation, and the rest is packaged in the form of the meconium that remains in the peritrophic matrix of the pupae and is expelled from the adult body during ecdysis. This eliminates a large portion of the gut bacteria, but microorganisms can persist in bacteriocytes, specialized crypts or pouches (Nardi et al., <xref ref-type="bibr" rid="B60">2006</xref>; Engel and Moran, <xref ref-type="bibr" rid="B31">2013</xref>; Hammer and Moran, <xref ref-type="bibr" rid="B39">2019</xref>). However, contamination of the adult gut with the larval gut microbiota can also occur without such structures. In some cases, an interplay between the insect&#x00027;s immune response and the microbe&#x00027;s competitive abilities ensures the persistence of the gut microbiota from larvae to adults (Johnston and Rolff, <xref ref-type="bibr" rid="B42">2015</xref>). In <italic>I. typographus</italic>, the bacterial and fungal titers increased during pupation (<xref ref-type="fig" rid="F4">Figure 4</xref>). These patterns may be explained by the larvae accumulating microbes during development by feeding, resulting in high titers in the third-instar larvae (not sampled) and pupae. The pupae may then shed most of the microorganisms, resulting in lower titers in the adults. Since we did not dissect the pupal guts, it is also possible that other parts of the body serve as a reservoir of bacteria and fungi, e.g., the presence of yeasts in pupal integuments has been recorded in several bark beetle species (Davis, <xref ref-type="bibr" rid="B25">2015</xref>). Localizing the microorganisms in the pupae with microscopy would clarify whether this is the case.</p>
<p>The stability of the gut microbiota could be an indicator of its functional relevance to the host (Barcoto et al., <xref ref-type="bibr" rid="B4">2020</xref>). Genomic and <italic>in-vitro</italic> approaches have revealed multiple possible contributions of fungal associates to the success of <italic>I. typographus</italic> in colonizing well-defended host trees. For example, bark beetle-associated yeasts have metabolic capabilities that could directly benefit the insects, such as the production of anti-aggregation pheromones (Leufv&#x000E9;n et al., <xref ref-type="bibr" rid="B49">1984</xref>; Hunt and Borden, <xref ref-type="bibr" rid="B41">1990</xref>), the emission of attractants (Brand et al., <xref ref-type="bibr" rid="B12">1977</xref>), the assimilation of carbohydrates (Rivera et al., <xref ref-type="bibr" rid="B71">2009</xref>), and the breakdown of cellulose, chitin and lipids (Cheng et al., <xref ref-type="bibr" rid="B23">2023</xref>). Further, the genomes of the yeasts <italic>K. molischiana, Cryptococcus</italic> sp., <italic>Nakazawaea ambrosiae, O. ramenticola</italic>, and <italic>W. bisporus</italic> contain complete pathways for essential amino acid and vitamin B6 biosynthesis (Cheng et al., <xref ref-type="bibr" rid="B23">2023</xref>), and so could be directly involved in improving the quality of the insect diet (Stefanini, <xref ref-type="bibr" rid="B78">2018</xref>). Similarly, the filamentous fungi have been suggested to play important roles in bark beetle ecology by exhausting the tree defenses and providing the beetle with nutritional benefits (Six and Wingfield, <xref ref-type="bibr" rid="B77">2011</xref>). Ophiostomatoid fungi associated with <italic>Dendroctonus</italic> bark beetles can translocate nitrogen and phosphorus to increase their availability in the insect feeding sites (Six and Elser, <xref ref-type="bibr" rid="B76">2020</xref>). However, direct fungus consumption by <italic>I. typographus</italic> requires further experimental confirmation.</p>
<p>In addition to fungi, bacteria isolated from conifer-feeding beetles and their galleries have been shown to regulate the growth and reproduction of the fungal partners (Adams et al., <xref ref-type="bibr" rid="B3">2009</xref>), inhibit the growth of entomopathogenic fungi (Cardoza et al., <xref ref-type="bibr" rid="B16">2006</xref>; Peral-Aranega et al., <xref ref-type="bibr" rid="B65">2023</xref>), degrade terpenes (Adams et al., <xref ref-type="bibr" rid="B2">2013</xref>; Boone et al., <xref ref-type="bibr" rid="B11">2013</xref>; Xu et al., <xref ref-type="bibr" rid="B86">2016</xref>; Berasategui et al., <xref ref-type="bibr" rid="B7">2017</xref>), break down cellulose (Morales-Jimenez et al., <xref ref-type="bibr" rid="B57">2012</xref>) and fix nitrogen (Morales-Jimenez et al., <xref ref-type="bibr" rid="B56">2013</xref>). However, these potential benefits have not been tested experimentally <italic>in beetlo</italic>. Assessing the extent of these microbial contributions to host fitness requires the design of manipulative assays, which would allow testing the functional roles of the gut symbionts and their implications for their insect host (Ceja-Navarro et al., <xref ref-type="bibr" rid="B19">2015</xref>; Dearing et al., <xref ref-type="bibr" rid="B26">2022</xref>; Liu et al., <xref ref-type="bibr" rid="B50">2022</xref>). Uncovering the functional importance of gut symbionts for <italic>I. typographus</italic> would provide us with a better understanding of this insect&#x00027;s ability to successfully invade chemically defended host trees. Improving our knowledge of this and other aspects of bark beetle ecology will help develop sustainable strategies to manage this pest in forests that are already challenged by a changing climate.</p></sec>
<sec sec-type="data-availability" id="s5">
<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: NCBI &#x02013; accession PRJNA1060889, <ext-link ext-link-type="uri" xlink:href="http://www.ncbi.nlm.nih.gov/bioproject/PRJNA1060889">http://www.ncbi.nlm.nih.gov/bioproject/PRJNA1060889</ext-link>; Data repository of the Max Planck Society (&#x0201C;Edmond&#x0201D;): <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.17617/3.JXBYHO">https://doi.org/10.17617/3.JXBYHO</ext-link>; GenBank accessions PP227293-PP227362: <ext-link ext-link-type="uri" xlink:href="https://ncbi.nlm.nih.gov/nuccore">https://ncbi.nlm.nih.gov/nuccore</ext-link>.</p></sec>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>AB-Q: Conceptualization, Formal analysis, Investigation, Methodology, Visualization, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. JG: Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing &#x02013; review &#x00026; editing. MK: Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing &#x02013; review &#x00026; editing.</p></sec>
</body>
<back>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. We are grateful for the financial support from the Max Planck Society and the European Research Council through an ERC Consolidator Grant to MK (ERC CoG 819585 &#x0201C;SYMBeetle&#x0201D;).</p>
</sec>
<ack><p>We would like to thank Dr. Henrik Hartmann for providing the spruce logs for the rearing and the Forstamt Jena-Holzland for facilitating the tree felling and sample collection.</p>
</ack>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="disclaimer" id="s8">
<title>Publisher&#x00027;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="s9">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2024.1367127/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2024.1367127/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.XLSX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_2.PDF" id="SM2" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Video_1.MP4" id="SM3" mimetype="video/mp4" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_1.PDF" id="SM4" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/></sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abarenkov</surname> <given-names>K.</given-names></name> <name><surname>Zirk</surname> <given-names>A.</given-names></name> <name><surname>Piirmann</surname> <given-names>T.</given-names></name> <name><surname>P&#x000F6;h&#x000F6;nen</surname> <given-names>R.</given-names></name> <name><surname>Ivanov</surname> <given-names>F.</given-names></name> <name><surname>Nilsson</surname> <given-names>R. H.</given-names></name> <etal/></person-group>. (<year>2021</year>). <source>UNITE general FASTA release for Fungi 2</source>. <pub-id pub-id-type="doi">10.15156/BIO/1280089</pub-id></citation>
</ref>
<ref id="B2">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adams</surname> <given-names>A. S.</given-names></name> <name><surname>Aylward</surname> <given-names>F. O.</given-names></name> <name><surname>Adams</surname> <given-names>S. M.</given-names></name> <name><surname>Erbilgin</surname> <given-names>N.</given-names></name> <name><surname>Aukema</surname> <given-names>B. H.</given-names></name> <name><surname>Currie</surname> <given-names>C. R.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Mountain pine beetles colonizing historical and na&#x000EF;ve host trees are associated with a bacterial community highly enriched in genes contributing to terpene metabolism</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>79</volume>, <fpage>3468</fpage>&#x02013;<lpage>3475</lpage>. <pub-id pub-id-type="doi">10.1128/AEM.00068-13</pub-id><pub-id pub-id-type="pmid">23542624</pub-id></citation></ref>
<ref id="B3">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adams</surname> <given-names>A. S.</given-names></name> <name><surname>Currie</surname> <given-names>C. R.</given-names></name> <name><surname>Cardoza</surname> <given-names>Y.</given-names></name> <name><surname>Klepzig</surname> <given-names>K. D.</given-names></name> <name><surname>Raffa</surname> <given-names>K. F.</given-names></name></person-group> (<year>2009</year>). <article-title>Effects of symbiotic bacteria and tree chemistry on the growth and reproduction of bark beetle fungal symbionts</article-title>. <source>Can. J. Forest Res.</source> <volume>39</volume>, <fpage>1133</fpage>&#x02013;<lpage>1147</lpage>. <pub-id pub-id-type="doi">10.1139/X09-034</pub-id></citation>
</ref>
<ref id="B4">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barcoto</surname> <given-names>M. O.</given-names></name> <name><surname>Carlos-Shanley</surname> <given-names>C.</given-names></name> <name><surname>Fan</surname> <given-names>H.</given-names></name> <name><surname>Ferro</surname> <given-names>M.</given-names></name> <name><surname>Nagamoto</surname> <given-names>N. S.</given-names></name> <name><surname>Bacci</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Fungus-growing insects host a distinctive microbiota apparently adapted to the fungiculture environment</article-title>. <source>Sci. Rep</source> <volume>10</volume>, <fpage>12384</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-020-68448-7</pub-id><pub-id pub-id-type="pmid">32709946</pub-id></citation></ref>
<ref id="B5">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bedard</surname> <given-names>W. D.</given-names></name></person-group> (<year>1933</year>). <article-title>The number of larval instars and the approximate length of the larval stadia of dendroctonus pseudotsugae hopk., with a method for their determination in relation to other bark beetles</article-title>. <source>J. Econ. Entomol.</source> <volume>26</volume>, <fpage>1128</fpage>&#x02013;<lpage>1134</lpage>. <pub-id pub-id-type="doi">10.1093/jee/26.6.1128</pub-id></citation>
</ref>
<ref id="B6">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Berasategui</surname> <given-names>A.</given-names></name> <name><surname>Axelsson</surname> <given-names>K.</given-names></name> <name><surname>Nordlander</surname> <given-names>G.</given-names></name> <name><surname>Schmidt</surname> <given-names>A.</given-names></name> <name><surname>Borg-Karlson</surname> <given-names>A. K.</given-names></name> <name><surname>Gershenzon</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>The gut microbiota of the pine weevil is similar across Europe and resembles that of other conifer-feeding beetles</article-title>. <source>Mol. Ecol.</source> <volume>25</volume>, <fpage>4014</fpage>&#x02013;<lpage>4031</lpage>. <pub-id pub-id-type="doi">10.1111/mec.13702</pub-id><pub-id pub-id-type="pmid">27199034</pub-id></citation></ref>
<ref id="B7">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Berasategui</surname> <given-names>A.</given-names></name> <name><surname>Salem</surname> <given-names>H.</given-names></name> <name><surname>Paetz</surname> <given-names>C.</given-names></name> <name><surname>Santoro</surname> <given-names>M.</given-names></name> <name><surname>Gershenzon</surname> <given-names>J.</given-names></name> <name><surname>Kaltenpoth</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Gut microbiota of the pine weevil degrades conifer diterpenes and increases insect fitness</article-title>. <source>Mol. Ecol.</source> <volume>26</volume>, <fpage>4099</fpage>&#x02013;<lpage>4110</lpage>. <pub-id pub-id-type="doi">10.1111/mec.14186</pub-id><pub-id pub-id-type="pmid">28543918</pub-id></citation></ref>
<ref id="B8">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Biedermann</surname> <given-names>P. H.</given-names></name> <name><surname>Rohlfs</surname> <given-names>M.</given-names></name></person-group> (<year>2017</year>). <article-title>Evolutionary feedbacks between insect sociality and microbial management</article-title>. <source>Curr. Opin. Insect Sci</source>. <volume>22</volume>, <fpage>92</fpage>&#x02013;<lpage>100</lpage>. <pub-id pub-id-type="doi">10.1016/j.cois.2017.06.003</pub-id><pub-id pub-id-type="pmid">28805645</pub-id></citation></ref>
<ref id="B9">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Biedermann</surname> <given-names>P. H. W.</given-names></name> <name><surname>Muller</surname> <given-names>J.</given-names></name> <name><surname>Gregoire</surname> <given-names>J. C.</given-names></name> <name><surname>Gruppe</surname> <given-names>A.</given-names></name> <name><surname>Hagge</surname> <given-names>J.</given-names></name> <name><surname>Hammerbacher</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Bark beetle population dynamics in the anthropocene: challenges and solutions</article-title>. <source>Trends Ecol. Evol.</source> <volume>34</volume>, <fpage>914</fpage>&#x02013;<lpage>924</lpage>. <pub-id pub-id-type="doi">10.1016/j.tree.2019.06.002</pub-id><pub-id pub-id-type="pmid">31262532</pub-id></citation></ref>
<ref id="B10">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bleiker</surname> <given-names>K. P.</given-names></name> <name><surname>Potter</surname> <given-names>S. E.</given-names></name> <name><surname>Lauzon</surname> <given-names>C. R.</given-names></name> <name><surname>Six</surname> <given-names>D. L.</given-names></name></person-group> (<year>2009</year>). <article-title>Transport of fungal symbionts by mountain pine beetles</article-title>. <source>The Can. Entomol.</source> <volume>141</volume>, <fpage>503</fpage>&#x02013;<lpage>514</lpage>. <pub-id pub-id-type="doi">10.4039/n09-034</pub-id></citation>
</ref>
<ref id="B11">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boone</surname> <given-names>C. K.</given-names></name> <name><surname>Keefover-Ring</surname> <given-names>K.</given-names></name> <name><surname>Mapes</surname> <given-names>A. C.</given-names></name> <name><surname>Adams</surname> <given-names>A. S.</given-names></name> <name><surname>Bohlmann</surname> <given-names>J.</given-names></name> <name><surname>Raffa</surname> <given-names>K. F.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Bacteria associated with a tree-killing insect reduce concentrations of plant defense compounds</article-title>. <source>J. Chem. Ecol.</source> <volume>39</volume>, <fpage>1003</fpage>&#x02013;<lpage>1006</lpage>. <pub-id pub-id-type="doi">10.1007/s10886-013-0313-0</pub-id><pub-id pub-id-type="pmid">23807433</pub-id></citation></ref>
<ref id="B12">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brand</surname> <given-names>J. M.</given-names></name> <name><surname>Schultz</surname> <given-names>J.</given-names></name> <name><surname>Barras</surname> <given-names>S. J.</given-names></name> <name><surname>Edson</surname> <given-names>L. J.</given-names></name> <name><surname>Payne</surname> <given-names>T. L.</given-names></name> <name><surname>Hedden</surname> <given-names>R. L.</given-names></name> <etal/></person-group>. (<year>1977</year>). <article-title>Bark-beetle pheromones</article-title>. <source>J. Chem. Ecol.</source> <volume>3</volume>, <fpage>657</fpage>&#x02013;<lpage>666</lpage>. <pub-id pub-id-type="doi">10.1007/BF00988065</pub-id></citation>
</ref>
<ref id="B13">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Briones-Roblero</surname> <given-names>C. I.</given-names></name> <name><surname>Hern&#x000E1;ndez-Garc&#x000ED;a</surname> <given-names>J. A.</given-names></name> <name><surname>Gonzalez-Escobedo</surname> <given-names>R.</given-names></name> <name><surname>Soto-Robles</surname> <given-names>L. V.</given-names></name> <name><surname>Rivera-Ordu&#x000F1;a</surname> <given-names>F. N.</given-names></name> <name><surname>Z&#x000FA;&#x000F1;iga</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Structure and dynamics of the gut bacterial microbiota of the bark beetle, <italic>Dendroctonus rhizophagus</italic> (Curculionidae: Scolytinae) across their life stages</article-title>. <source>PLoS ONE</source> <volume>12</volume>, <fpage>e0175470</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0175470</pub-id><pub-id pub-id-type="pmid">28406998</pub-id></citation></ref>
<ref id="B14">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brysch-Herzberg</surname> <given-names>M.</given-names></name></person-group> (<year>2004</year>). <article-title>Ecology of yeasts in plant&#x02013;bumblebee mutualism in Central Europe</article-title>. <source>FEMS Microbiol. Ecol.</source> <volume>50</volume>, <fpage>87</fpage>&#x02013;<lpage>100</lpage>. <pub-id pub-id-type="doi">10.1016/j.femsec.2004.06.003</pub-id></citation>
</ref>
<ref id="B15">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Callahan</surname> <given-names>B. J.</given-names></name> <name><surname>McMurdie</surname> <given-names>P. J.</given-names></name> <name><surname>Rosen</surname> <given-names>M. J.</given-names></name> <name><surname>Han</surname> <given-names>A. W.</given-names></name> <name><surname>Johnson</surname> <given-names>A. J. A.</given-names></name> <name><surname>Holmes</surname> <given-names>S. P.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>DADA2: High-resolution sample inference from Illumina amplicon data</article-title>. <source>Nat. Methods</source> <volume>13</volume>, <fpage>581</fpage>&#x02013;<lpage>583</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.3869</pub-id><pub-id pub-id-type="pmid">27214047</pub-id></citation></ref>
<ref id="B16">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cardoza</surname> <given-names>Y. J.</given-names></name> <name><surname>Klepzig</surname> <given-names>K. D.</given-names></name> <name><surname>Raffa</surname> <given-names>K. F.</given-names></name></person-group> (<year>2006</year>). <article-title>Bacteria in oral secretions of an endophytic insect inhibit antagonistic fungi</article-title>. <source>Ecol. Entomol.</source> <volume>31</volume>, <fpage>636</fpage>&#x02013;<lpage>645</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2311.2006.00829.x</pub-id></citation>
</ref>
<ref id="B17">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cardoza</surname> <given-names>Y. J.</given-names></name> <name><surname>Vasanthakumar</surname> <given-names>A.</given-names></name> <name><surname>Suazo</surname> <given-names>A.</given-names></name> <name><surname>Raffa</surname> <given-names>K. F.</given-names></name></person-group> (<year>2009</year>). <article-title>Survey and phylogenetic analysis of culturable microbes in the oral secretions of three bark beetle species</article-title>. <source>Entomol. Exp. Appl.</source> <volume>131</volume>, <fpage>138</fpage>&#x02013;<lpage>147</lpage>. <pub-id pub-id-type="doi">10.1111/j.1570-7458.2009.00844.x</pub-id></citation>
</ref>
<ref id="B18">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ceja-Navarro</surname> <given-names>J. A.</given-names></name> <name><surname>Brodie</surname> <given-names>E. L.</given-names></name> <name><surname>Vega</surname> <given-names>F. E.</given-names></name></person-group> (<year>2012</year>). <article-title>A technique to dissect the alimentary canal of the coffee berry borer (<italic>Hypothenemus hampei</italic>), with isolation of internal microorganisms</article-title>. <source>J. Entomol. Acarol. Res.</source> <volume>44</volume>, <fpage>e21</fpage>. <pub-id pub-id-type="doi">10.4081/jear.2012.e21</pub-id></citation>
</ref>
<ref id="B19">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ceja-Navarro</surname> <given-names>J. A.</given-names></name> <name><surname>Vega</surname> <given-names>F. E.</given-names></name> <name><surname>Karaoz</surname> <given-names>U.</given-names></name> <name><surname>Hao</surname> <given-names>Z.</given-names></name> <name><surname>Jenkins</surname> <given-names>S.</given-names></name> <name><surname>Lim</surname> <given-names>H. C.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Gut microbiota mediate caffeine detoxification in the primary insect pest of coffee</article-title>. <source>Nat. Commun.</source> <volume>6</volume>, <fpage>7618</fpage>. <pub-id pub-id-type="doi">10.1038/ncomms8618</pub-id><pub-id pub-id-type="pmid">26173063</pub-id></citation></ref>
<ref id="B20">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chakraborty</surname> <given-names>A.</given-names></name> <name><surname>Ashraf</surname> <given-names>M. Z.</given-names></name> <name><surname>Modlinger</surname> <given-names>R.</given-names></name> <name><surname>Synek</surname> <given-names>J.</given-names></name> <name><surname>Schlyter</surname> <given-names>F.</given-names></name> <name><surname>Roy</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Unravelling the gut bacteriome of Ips (Coleoptera: Curculionidae: Scolytinae): identifying core bacterial assemblage and their ecological relevance</article-title>. <source>Sci. Rep.</source> <volume>10</volume>, <fpage>18572</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-020-75203-5</pub-id><pub-id pub-id-type="pmid">33122700</pub-id></citation></ref>
<ref id="B21">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chakraborty</surname> <given-names>A.</given-names></name> <name><surname>Purohit</surname> <given-names>A.</given-names></name> <name><surname>Khara</surname> <given-names>A.</given-names></name> <name><surname>Modlinger</surname> <given-names>R.</given-names></name> <name><surname>Roy</surname> <given-names>A.</given-names></name></person-group> (<year>2023</year>). <article-title>Life-stage and geographic location determine the microbial assemblage <italic>in Eurasian spruce</italic> bark beetle, Ips typographus L. (Coleoptera: Curculionidae)</article-title>. <italic>Front. Forest. Glob. Change</italic> <volume>6</volume>, <fpage>1176160</fpage>. <pub-id pub-id-type="doi">10.3389/ffgc.2023.1176160</pub-id></citation>
</ref>
<ref id="B22">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chemidlin Pr&#x000E9;vost-Bour&#x000E9;</surname> <given-names>N.</given-names></name> <name><surname>Christen</surname> <given-names>R.</given-names></name> <name><surname>Dequiedt</surname> <given-names>S.</given-names></name> <name><surname>Mougel</surname> <given-names>C.</given-names></name> <name><surname>Leli&#x000E8;vre</surname> <given-names>M.</given-names></name> <name><surname>Jolivet</surname> <given-names>C.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Validation and application of a PCR primer set to quantify fungal communities in the soil environment by real-time quantitative PCR</article-title>. <source>PLoS ONE</source> <volume>6</volume>, <fpage>e24166</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0024166</pub-id><pub-id pub-id-type="pmid">21931659</pub-id></citation></ref>
<ref id="B23">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cheng</surname> <given-names>T.</given-names></name> <name><surname>Veselsk&#x000E1;</surname> <given-names>T.</given-names></name> <name><surname>K&#x00159;&#x000ED;&#x0017E;kov&#x000E1;</surname> <given-names>B.</given-names></name> <name><surname>&#x00160;vec</surname> <given-names>K.</given-names></name> <name><surname>Havl&#x000ED;&#x0010D;ek</surname> <given-names>V.</given-names></name> <name><surname>Stadler</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Insight into the genomes of dominant yeast symbionts of European spruce bark beetle, Ips typographus</article-title>. <source>Front. Microbiol.</source> <volume>14</volume>, <fpage>1108975</fpage>. <pub-id pub-id-type="doi">10.3389/fmicb.2023.1108975</pub-id><pub-id pub-id-type="pmid">37077248</pub-id></citation></ref>
<ref id="B24">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cole</surname> <given-names>M. E.</given-names></name> <name><surname>Ceja-Navarro</surname> <given-names>J. A.</given-names></name> <name><surname>Mikaelyan</surname> <given-names>A.</given-names></name></person-group> (<year>2021</year>). <article-title>The power of poop: defecation behaviors and social hygiene in insects</article-title>. <source>PLOS Pathogens</source> <volume>17</volume>, <fpage>e1009964</fpage>. <pub-id pub-id-type="doi">10.1371/journal.ppat.1009964</pub-id><pub-id pub-id-type="pmid">34710195</pub-id></citation></ref>
<ref id="B25">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Davis</surname> <given-names>T. S.</given-names></name></person-group> (<year>2015</year>). <article-title>The ecology of yeasts in the bark beetle holobiont: a century of research revisited</article-title>. <source>Microb. Ecol.</source> <volume>69</volume>, <fpage>723</fpage>&#x02013;<lpage>732</lpage>. <pub-id pub-id-type="doi">10.1007/s00248-014-0479-1</pub-id><pub-id pub-id-type="pmid">25117532</pub-id></citation></ref>
<ref id="B26">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dearing</surname> <given-names>M. D.</given-names></name> <name><surname>Kaltenpoth</surname> <given-names>M.</given-names></name> <name><surname>Gershenzon</surname> <given-names>J.</given-names></name></person-group> (<year>2022</year>). <article-title>Demonstrating the role of symbionts in mediating detoxification in herbivores</article-title>. <source>Symbiosis</source> <volume>87</volume>, <fpage>59</fpage>&#x02013;<lpage>66</lpage>. <pub-id pub-id-type="doi">10.1007/s13199-022-00863-y</pub-id><pub-id pub-id-type="pmid">36164313</pub-id></citation></ref>
<ref id="B27">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Delalibera</surname> <given-names>I.</given-names></name> <name><surname>Klepzig</surname> <given-names>K. D.</given-names></name> <name><surname>Handelsman</surname> <given-names>J.</given-names></name> <name><surname>Raffa</surname> <given-names>K. F.</given-names></name></person-group> (<year>2007</year>). <article-title>Composition of the bacterial community in the gut of the pine engraver, Ips pini (Say) (Coleoptera) colonizing red pine</article-title>. <source>Symbiosis</source> <volume>43</volume>, <fpage>97</fpage>&#x02013;<lpage>104</lpage>.</citation>
</ref>
<ref id="B28">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dohet</surname> <given-names>L.</given-names></name> <name><surname>Gr&#x000E9;goire</surname> <given-names>J.-. C</given-names></name> <name><surname>Berasategui</surname> <given-names>A.</given-names></name> <name><surname>Kaltenpoth</surname> <given-names>M.</given-names></name> <name><surname>Biedermann</surname> <given-names>P. H. W.</given-names></name></person-group> (<year>2016</year>). <article-title>Bacterial and fungal symbionts of parasitic Dendroctonus bark beetles</article-title>. <source>FEMS Microbiol. Ecology</source> <volume>92</volume>, <fpage>fiw129</fpage>. <pub-id pub-id-type="doi">10.1093/femsec/fiw129</pub-id><pub-id pub-id-type="pmid">27387908</pub-id></citation></ref>
<ref id="B29">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Douglas</surname> <given-names>A. E.</given-names></name></person-group> (<year>2015</year>). <article-title>Multiorganismal insects: diversity and function of resident microorganisms</article-title>. <source>Annual Rev. Entomol.</source> <volume>60</volume>, <fpage>17</fpage>&#x02013;<lpage>34</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-ento-010814-020822</pub-id><pub-id pub-id-type="pmid">25341109</pub-id></citation></ref>
<ref id="B30">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ebert</surname> <given-names>D.</given-names></name></person-group> (<year>2013</year>). <article-title>The epidemiology and evolution of symbionts with mixed-mode transmission</article-title>. <source>Ann. Rev. Ecol. Evol. Syst.</source> <volume>44</volume>, <fpage>623</fpage>&#x02013;<lpage>643</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-ecolsys-032513-100555</pub-id></citation>
</ref>
<ref id="B31">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Engel</surname> <given-names>P.</given-names></name> <name><surname>Moran</surname> <given-names>N. A.</given-names></name></person-group> (<year>2013</year>). <article-title>The gut microbiota of insects &#x02013; diversity in structure and function</article-title>. <source>FEMS Microbiol. Rev.</source> <volume>37</volume>, <fpage>699</fpage>&#x02013;<lpage>735</lpage>. <pub-id pub-id-type="doi">10.1111/1574-6976.12025</pub-id><pub-id pub-id-type="pmid">23692388</pub-id></citation></ref>
<ref id="B32">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fang</surname> <given-names>J. X.</given-names></name> <name><surname>Zhang</surname> <given-names>S. F.</given-names></name> <name><surname>Liu</surname> <given-names>F.</given-names></name> <name><surname>Zhang</surname> <given-names>X.</given-names></name> <name><surname>Zhang</surname> <given-names>F. B.</given-names></name> <name><surname>Guo</surname> <given-names>X. B.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Differences in gut bacterial communities of ips typographus (<italic>Coleoptera: Curculionidae</italic>) induced by enantiomer-specific alpha-pinene</article-title>. <source>Environ. Entomol.</source> <volume>49</volume>, <fpage>1198</fpage>&#x02013;<lpage>1205</lpage>. <pub-id pub-id-type="doi">10.1093/ee/nvaa098</pub-id><pub-id pub-id-type="pmid">32860052</pub-id></citation></ref>
<ref id="B33">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fierer</surname> <given-names>N.</given-names></name> <name><surname>Jackson</surname> <given-names>J. A.</given-names></name> <name><surname>Vilgalys</surname> <given-names>R.</given-names></name> <name><surname>Jackson</surname> <given-names>R. B.</given-names></name></person-group> (<year>2005</year>). <article-title>Assessment of soil microbial community structure by use of taxon-specific quantitative PCR assays</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>71</volume>, <fpage>4117</fpage>&#x02013;<lpage>4120</lpage>. <pub-id pub-id-type="doi">10.1128/AEM.71.7.4117-4120.2005</pub-id><pub-id pub-id-type="pmid">16000830</pub-id></citation></ref>
<ref id="B34">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fl&#x000F3;rez</surname> <given-names>L. V.</given-names></name> <name><surname>Scherlach</surname> <given-names>K.</given-names></name> <name><surname>Gaube</surname> <given-names>P.</given-names></name> <name><surname>Ross</surname> <given-names>C.</given-names></name> <name><surname>Sitte</surname> <given-names>E.</given-names></name> <name><surname>Hermes</surname> <given-names>C.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Antibiotic-producing symbionts dynamically transition between plant pathogenicity and insect-defensive mutualism</article-title>. <source>Nat. Commun.</source> <volume>8</volume>, <fpage>15172</fpage>. <pub-id pub-id-type="doi">10.1038/ncomms15172</pub-id><pub-id pub-id-type="pmid">28452358</pub-id></citation></ref>
<ref id="B35">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Francke-Grosmann</surname> <given-names>H.</given-names></name></person-group> (<year>1967</year>). <source>Ectosymbiosis in Wood-Inhabiting Insects Symbiosis</source>. <publisher-loc>NewYork, NY</publisher-loc>: <publisher-name>Academic Press</publisher-name>, <fpage>141</fpage>&#x02013;<lpage>205</lpage>.</citation>
</ref>
<ref id="B36">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Furniss</surname> <given-names>M. M.</given-names></name> <name><surname>Solheim</surname> <given-names>H.</given-names></name> <name><surname>Christiansen</surname> <given-names>E.</given-names></name></person-group> (<year>1990</year>). <article-title>Transmission of blue-stain fungi by ips typographus (Coleoptera: Scolytidae) in Norway Spruce</article-title>. <source>Annal. Entomol. Soc. Am.</source> <volume>83</volume>, <fpage>712</fpage>&#x02013;<lpage>716</lpage>. <pub-id pub-id-type="doi">10.1093/aesa/83.4.712</pub-id></citation>
</ref>
<ref id="B37">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gardes</surname> <given-names>M.</given-names></name> <name><surname>Bruns</surname> <given-names>T. D.</given-names></name></person-group> (<year>1993</year>). <article-title>ITS primers with enhanced specificity for basidiomycetes - application to the identification of mycorrhizae and rusts</article-title>. <source>Mol. Ecol.</source> <volume>2</volume>, <fpage>113</fpage>&#x02013;<lpage>118</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-294X.1993.tb00005.x</pub-id><pub-id pub-id-type="pmid">8180733</pub-id></citation></ref>
<ref id="B38">
<citation citation-type="web"><person-group person-group-type="author"><name><surname>Gegzna</surname> <given-names>V.</given-names></name></person-group> (<year>2020</year>). <source>biostat: Routines for Basic (Bio)Statistics</source>. Available online at: <ext-link ext-link-type="uri" xlink:href="https://gegznav.github.io/biostat/">https://gegznav.github.io/biostat/</ext-link> (accessed February 5, 2024).</citation>
</ref>
<ref id="B39">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hammer</surname> <given-names>T. J.</given-names></name> <name><surname>Moran</surname> <given-names>N. A.</given-names></name></person-group> (<year>2019</year>). <article-title>Links between metamorphosis and symbiosis in holometabolous insects</article-title>. <source>Philos. Trans. Royal Soc. Biol. Sci.</source> <volume>374</volume>, <fpage>20190068</fpage>. <pub-id pub-id-type="doi">10.1098/rstb.2019.0068</pub-id><pub-id pub-id-type="pmid">31438811</pub-id></citation></ref>
<ref id="B40">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hernandez-Garcia</surname> <given-names>J. A.</given-names></name> <name><surname>Gonzalez-Escobedo</surname> <given-names>R.</given-names></name> <name><surname>Briones-Roblero</surname> <given-names>C. I.</given-names></name> <name><surname>Cano-Ramirez</surname> <given-names>C.</given-names></name> <name><surname>Rivera-Orduna</surname> <given-names>F. N.</given-names></name> <name><surname>Z&#x000FA;&#x000F1;iga</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Gut bacterial communities of dendroctonus valens and <italic>D. mexicanus</italic> (Curculionidae: Scolytinae): a metagenomic analysis across different geographical locations in Mexico</article-title>. <source>Int. J. Mol. Sci.</source> <volume>19</volume>, <fpage>16</fpage>. <pub-id pub-id-type="doi">10.3390/ijms19092578</pub-id><pub-id pub-id-type="pmid">30200218</pub-id></citation></ref>
<ref id="B41">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hunt</surname> <given-names>D. W. A.</given-names></name> <name><surname>Borden</surname> <given-names>J. H.</given-names></name></person-group> (<year>1990</year>). <article-title>Conversion of verbenols to verbenone by yeasts isolated from <italic>Dendroctonus ponderosae</italic> (Coleoptera: Scolytidae)</article-title>. <source>J Chem Ecol</source> <volume>16</volume>, <fpage>1385</fpage>&#x02013;<lpage>1397</lpage>. <pub-id pub-id-type="doi">10.1007/BF01021034</pub-id><pub-id pub-id-type="pmid">24263735</pub-id></citation></ref>
<ref id="B42">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Johnston</surname> <given-names>P. R.</given-names></name> <name><surname>Rolff</surname> <given-names>J.</given-names></name></person-group> (<year>2015</year>). <article-title>Host and symbiont jointly control gut microbiota during complete metamorphosis</article-title>. <source>PLOS Pathogens</source> <volume>11</volume>, <fpage>e1005246</fpage>. <pub-id pub-id-type="doi">10.1371/journal.ppat.1005246</pub-id><pub-id pub-id-type="pmid">26544881</pub-id></citation></ref>
<ref id="B43">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kandasamy</surname> <given-names>D.</given-names></name> <name><surname>Zaman</surname> <given-names>R.</given-names></name> <name><surname>Nakamura</surname> <given-names>Y.</given-names></name> <name><surname>Zhao</surname> <given-names>T.</given-names></name> <name><surname>Hartmann</surname> <given-names>H.</given-names></name> <name><surname>Andersson</surname> <given-names>M. N.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Conifer-killing bark beetles locate fungal symbionts by detecting volatile fungal metabolites of host tree resin monoterpenes</article-title>. <source>PLOS Biol.</source> <volume>21</volume>, <fpage>e3001887</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pbio.3001887</pub-id><pub-id pub-id-type="pmid">36802386</pub-id></citation></ref>
<ref id="B44">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kishigami</surname> <given-names>M.</given-names></name> <name><surname>Matsuoka</surname> <given-names>F.</given-names></name> <name><surname>Maeno</surname> <given-names>A.</given-names></name> <name><surname>Yamagishi</surname> <given-names>S.</given-names></name> <name><surname>Abe</surname> <given-names>H.</given-names></name> <name><surname>Toki</surname> <given-names>W.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Yeast associated with flower longicorn beetle <italic>Leptura ochraceofasciata</italic> (Cerambycidae: Lepturinae), with implication for its function in symbiosis</article-title>. <source>PLOS ONE</source> <volume>18</volume>, <fpage>e0282351</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0282351</pub-id><pub-id pub-id-type="pmid">36947508</pub-id></citation></ref>
<ref id="B45">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Klindworth</surname> <given-names>A.</given-names></name> <name><surname>Pruesse</surname> <given-names>E.</given-names></name> <name><surname>Schweer</surname> <given-names>T.</given-names></name> <name><surname>Peplies</surname> <given-names>J.</given-names></name> <name><surname>Quast</surname> <given-names>C.</given-names></name> <name><surname>Horn</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Evaluation of general 16S ribosomal RNA gene PCR primers for classical and next-generation sequencing-based diversity studies</article-title>. <source>Nucleic Acids Res</source>. <volume>41</volume>:<fpage>e1</fpage>. <pub-id pub-id-type="doi">10.1093/nar/gks808</pub-id><pub-id pub-id-type="pmid">22933715</pub-id></citation></ref>
<ref id="B46">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Krokene</surname> <given-names>P.</given-names></name> <name><surname>Solheim</surname> <given-names>H.</given-names></name></person-group> (<year>2002</year>). <article-title>Assessing the virulence of four bark beetle-associated bluestain fungi using Norway spruce seedlings</article-title>. <source>Plant Pathol.</source> <volume>47</volume>, <fpage>537</fpage>&#x02013;<lpage>540</lpage>. <pub-id pub-id-type="doi">10.1046/j.1365-3059.1998.00268.x</pub-id></citation>
</ref>
<ref id="B47">
<citation citation-type="web"><person-group person-group-type="author"><name><surname>Lahti</surname> <given-names>L.</given-names></name> <name><surname>Sudarshan</surname> <given-names>S.</given-names></name></person-group> (<year>2012</year>). <source>Microbiome R Package</source>. Available online at: <ext-link ext-link-type="uri" xlink:href="http://microbiome.github.io">http://microbiome.github.io</ext-link> (accessed February 5, 2024).</citation>
</ref>
<ref id="B48">
<citation citation-type="web"><person-group person-group-type="author"><name><surname>Lenth</surname> <given-names>R.</given-names></name></person-group> (<year>2023</year>). <source>Emmeans: Estimated Marginal Means, aka Least-Squares Means</source>. Available online at: <ext-link ext-link-type="uri" xlink:href="http://https:/CRAN.R-project.org/package=emmeans">https:/CRAN.R-project.org/package=emmeans</ext-link> (accessed February 5, 2024).</citation>
</ref>
<ref id="B49">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leufv&#x000E9;n</surname> <given-names>A.</given-names></name> <name><surname>Bergstr&#x000F6;m</surname> <given-names>G.</given-names></name> <name><surname>Falsen</surname> <given-names>E.</given-names></name></person-group> (<year>1984</year>). <article-title>Interconversion of verbenols and verbenone by identified yeasts isolated from the spruce bark beetleIps typographus</article-title>. <source>J. Chem. Ecol.</source> <volume>10</volume>, <fpage>1349</fpage>&#x02013;<lpage>1361</lpage>. <pub-id pub-id-type="doi">10.1007/BF00988116</pub-id><pub-id pub-id-type="pmid">24317586</pub-id></citation></ref>
<ref id="B50">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>F.</given-names></name> <name><surname>Ye</surname> <given-names>F.</given-names></name> <name><surname>Cheng</surname> <given-names>C.</given-names></name> <name><surname>Kang</surname> <given-names>Z.</given-names></name> <name><surname>Kou</surname> <given-names>H.</given-names></name> <name><surname>Sun</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Symbiotic microbes aid host adaptation by metabolizing a deterrent host pine carbohydrate d-pinitol in a beetle-fungus invasive complex</article-title>. <source>Sci. Adv.</source> 8, eadd5051. <pub-id pub-id-type="doi">10.1126/sciadv.add5051</pub-id><pub-id pub-id-type="pmid">36563163</pub-id></citation></ref>
<ref id="B51">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martin</surname> <given-names>M.</given-names></name></person-group> (<year>2011</year>). <article-title>Cutadapt removes adapter sequences from high-throughput sequencing reads</article-title>. <source>EMBnet. J.</source> <volume>17</volume>, <fpage>10</fpage>&#x02013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.14806/ej.17.1.200</pub-id></citation>
</ref>
<ref id="B52">
<citation citation-type="web"><person-group person-group-type="author"><name><surname>Martinez Arbizu</surname> <given-names>P.</given-names></name></person-group> (<year>2017</year>). <source>Pairwiseadonis: Pairwise Multilevel Comparison Using Adonis</source>. Available online at: <ext-link ext-link-type="uri" xlink:href="https://github.com/pmartinezarbizu/pairwiseAdonis">https://github.com/pmartinezarbizu/pairwiseAdonis</ext-link> (accessed February 2, 2024).</citation>
</ref>
<ref id="B53">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>McMurdie</surname> <given-names>P. J.</given-names></name> <name><surname>Holmes</surname> <given-names>S.</given-names></name></person-group> (<year>2013</year>). <article-title>phyloseq: An R package for reproducible interactive analysis and graphics of microbiome census data</article-title>. <source>PLoS ONE</source> <volume>8</volume>, <fpage>e61217</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0061217</pub-id><pub-id pub-id-type="pmid">23630581</pub-id></citation></ref>
<ref id="B54">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>McMurdie</surname> <given-names>P. J.</given-names></name> <name><surname>Holmes</surname> <given-names>S.</given-names></name></person-group> (<year>2014</year>). <article-title>Waste not, want not: why rarefying microbiome data is inadmissible</article-title>. <source>PLoS Comput. Biol.</source> <volume>10</volume>, <fpage>e1003531</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pcbi.1003531</pub-id><pub-id pub-id-type="pmid">24699258</pub-id></citation></ref>
<ref id="B55">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Meeus</surname> <given-names>I.</given-names></name> <name><surname>Parmentier</surname> <given-names>L.</given-names></name> <name><surname>Billiet</surname> <given-names>A.</given-names></name> <name><surname>Maebe</surname> <given-names>K.</given-names></name> <name><surname>Nieuwerburgh</surname> <given-names>F. V.</given-names></name> <name><surname>Deforce</surname> <given-names>D.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>16S rRNA amplicon sequencing demonstrates that indoor-reared bumblebees (<italic>Bombus terrestris</italic>) harbor a core subset of bacteria normally associated with the wild host</article-title>. <source>PLoS ONE</source> <volume>10</volume>, <fpage>e0125152</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0125152</pub-id><pub-id pub-id-type="pmid">25923917</pub-id></citation></ref>
<ref id="B56">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morales-Jimenez</surname> <given-names>J.</given-names></name> <name><surname>de Leon Garcia-Dominguez</surname> <given-names>A. V. P.</given-names></name> <name><surname>Martinez-Romero</surname> <given-names>A.</given-names></name> <name><surname>Z&#x000FA;&#x000F1;iga</surname> <given-names>E. G.</given-names></name> <name><surname>Hernandez-Rodriguez</surname> <given-names>C.</given-names></name></person-group> (<year>2013</year>). <article-title>Nitrogen-fixing and uricolytic bacteria associated with the gut of dendroctonus rhizophagus and dendroctonus valens (Curculionidae: Scolytinae)</article-title>. <source>Microb. Ecol.</source> <volume>66</volume>, <fpage>200</fpage>&#x02013;<lpage>210</lpage>. <pub-id pub-id-type="doi">10.1007/s00248-013-0206-3</pub-id><pub-id pub-id-type="pmid">23525792</pub-id></citation></ref>
<ref id="B57">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morales-Jimenez</surname> <given-names>J.</given-names></name> <name><surname>Z&#x000FA;&#x000F1;iga</surname> <given-names>G.</given-names></name> <name><surname>Ramirez-Saad</surname> <given-names>H. C.</given-names></name> <name><surname>Hernandez-Rodriguez</surname> <given-names>C.</given-names></name></person-group> (<year>2012</year>). <article-title>Gut-associated bacteria throughout the life cycle of the bark beetle dendroctonus rhizophagus thomas and bright (Curculionidae: Scolytinae) and their cellulolytic activities</article-title>. <source>Microb. Ecol.</source> <volume>64</volume>, <fpage>268</fpage>&#x02013;<lpage>278</lpage>. <pub-id pub-id-type="doi">10.1007/s00248-011-9999-0</pub-id><pub-id pub-id-type="pmid">22234511</pub-id></citation></ref>
<ref id="B58">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morales-Jimenez</surname> <given-names>J.</given-names></name> <name><surname>Z&#x000FA;&#x000F1;iga</surname> <given-names>G.</given-names></name> <name><surname>Villa-Tanaca</surname> <given-names>L.</given-names></name> <name><surname>Hernandez-Rodriguez</surname> <given-names>C.</given-names></name></person-group> (<year>2009</year>). <article-title>Bacterial community and nitrogen fixation in the red turpentine beetle, dendroctonus valens leconte (Coleoptera: Curculionidae: Scolytinae)</article-title>. <source>Microb. Ecol.</source> <volume>58</volume>, <fpage>879</fpage>&#x02013;<lpage>891</lpage>. <pub-id pub-id-type="doi">10.1007/s00248-009-9548-2</pub-id><pub-id pub-id-type="pmid">19543937</pub-id></citation></ref>
<ref id="B59">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moussa</surname> <given-names>A.</given-names></name> <name><surname>Nones</surname> <given-names>S.</given-names></name> <name><surname>Vannucchi</surname> <given-names>P. E.</given-names></name> <name><surname>Shahzad</surname> <given-names>G. R.</given-names></name> <name><surname>Dittmer</surname> <given-names>J.</given-names></name> <name><surname>Corretto</surname> <given-names>E.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>(2023). <italic>The bacterial community of the European spruce bark beetle in space and time</italic></article-title>. <source>Bio</source> <volume>4</volume>, <fpage>538755</fpage>. <pub-id pub-id-type="doi">10.1101/2023.04.28.538755</pub-id></citation>
</ref>
<ref id="B60">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nardi</surname> <given-names>J. B.</given-names></name> <name><surname>Bee</surname> <given-names>C. M.</given-names></name> <name><surname>Miller</surname> <given-names>L. A.</given-names></name> <name><surname>Nguyen</surname> <given-names>N. H.</given-names></name> <name><surname>Suh</surname> <given-names>S. O.</given-names></name> <name><surname>Blackwell</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2006</year>). <article-title>Communities of microbes that inhabit the changing hindgut landscape of a subsocial beetle</article-title>. <source>Arthropod. Struct. Dev.</source> <volume>35</volume>, <fpage>57</fpage>&#x02013;<lpage>68</lpage>. <pub-id pub-id-type="doi">10.1016/j.asd.2005.06.003</pub-id><pub-id pub-id-type="pmid">18089058</pub-id></citation></ref>
<ref id="B61">
<citation citation-type="web"><person-group person-group-type="author"><collab>National Center for Biotechnology Information</collab></person-group> (<year>1988</year>). <source>Nucleotide</source>. Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nucleotide/">https://www.ncbi.nlm.nih.gov/nucleotide/</ext-link> (accessed December 5, 2023).</citation>
</ref>
<ref id="B62">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Netherer</surname> <given-names>S.</given-names></name> <name><surname>Kandasamy</surname> <given-names>D.</given-names></name> <name><surname>Jirosov,&#x000E1;</surname> <given-names>A.</given-names></name> <name><surname>Kalinov,&#x000E1;</surname> <given-names>B.</given-names></name> <name><surname>Schebeck</surname> <given-names>M.</given-names></name> <name><surname>Schlyter</surname> <given-names>F.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title><italic>Interactions among Norway</italic> spruce, the bark beetle Ips typographus and its fungal symbionts in times of drought</article-title>. <source>J. Pest Sci</source>. <volume>21</volume>, <fpage>1</fpage>&#x02013;<lpage>15</lpage>. <pub-id pub-id-type="doi">10.1007/s10340-021-01341-y</pub-id><pub-id pub-id-type="pmid">34720785</pub-id></citation></ref>
<ref id="B63">
<citation citation-type="web"><person-group person-group-type="author"><name><surname>Oksanen</surname> <given-names>J.</given-names></name> <name><surname>Blanchet</surname> <given-names>F. G.</given-names></name> <name><surname>Kindt</surname> <given-names>R.</given-names></name> <name><surname>MInchin</surname> <given-names>P. R.</given-names></name> <name><surname>O&#x00027;Hara</surname> <given-names>R. B.</given-names></name> <name><surname>Simpson</surname> <given-names>G. L.</given-names></name> <etal/></person-group>. (<year>2022</year>). <source>Vegan: Community Ecology Package</source>. Available online at: <ext-link ext-link-type="uri" xlink:href="https://CRAN.R-project.org/package=vegan">https://CRAN.R-project.org/package=vegan</ext-link> (accessed February 2, 2024).</citation>
</ref>
<ref id="B64">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Patacca</surname> <given-names>M.</given-names></name> <name><surname>Lindner</surname> <given-names>M.</given-names></name> <name><surname>Lucas-Borja</surname> <given-names>M. E.</given-names></name> <name><surname>Cordonnier</surname> <given-names>T.</given-names></name> <name><surname>Fidej</surname> <given-names>G.</given-names></name> <name><surname>Gardiner</surname> <given-names>B.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Significant increase in natural disturbance impacts on European forests since 1950</article-title>. <source>Global Change Biol.</source> <volume>29</volume>, <fpage>1359</fpage>&#x02013;<lpage>1376</lpage>. <pub-id pub-id-type="doi">10.1111/gcb.16531</pub-id><pub-id pub-id-type="pmid">36504289</pub-id></citation></ref>
<ref id="B65">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peral-Aranega</surname> <given-names>E.</given-names></name> <name><surname>Saati-Santamar&#x000ED;a</surname> <given-names>Z.</given-names></name> <name><surname>Ayuso-Calles</surname> <given-names>M.</given-names></name> <name><surname>Kostov&#x0010D;&#x000ED;k</surname> <given-names>M.</given-names></name> <name><surname>Veselsk&#x000E1;</surname> <given-names>T.</given-names></name> <name><surname>&#x00160;vec</surname> <given-names>K.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>New insight into the bark beetle Ips typographus bacteriome reveals unexplored diversity potentially beneficial to the host</article-title>. <source>Environ. Microb.</source> <volume>18</volume>, <fpage>53</fpage>. <pub-id pub-id-type="doi">10.1186/s40793-023-00510-z</pub-id><pub-id pub-id-type="pmid">37296446</pub-id></citation></ref>
<ref id="B66">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pessotti</surname> <given-names>R. C.</given-names></name> <name><surname>Hansen</surname> <given-names>B. L.</given-names></name> <name><surname>Reaso</surname> <given-names>J. N.</given-names></name> <name><surname>Ceja-Navarro</surname> <given-names>J. A.</given-names></name> <name><surname>El-Hifnawi</surname> <given-names>L.</given-names></name> <name><surname>Brodie</surname> <given-names>E. L.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Multiple lineages of Streptomyces produce antimicrobials within passalid beetle galleries across eastern North America</article-title>. <source>Elife</source> <volume>10</volume>, <fpage>sa2</fpage>. <pub-id pub-id-type="doi">10.7554/eLife.65091.sa2</pub-id><pub-id pub-id-type="pmid">33942718</pub-id></citation></ref>
<ref id="B67">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Quast</surname> <given-names>C.</given-names></name> <name><surname>Pruesse</surname> <given-names>E.</given-names></name> <name><surname>Yilmaz</surname> <given-names>P.</given-names></name> <name><surname>Gerken</surname> <given-names>J.</given-names></name> <name><surname>Schweer</surname> <given-names>T.</given-names></name> <name><surname>Yarza</surname> <given-names>P.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>The SILVA ribosomal RNA gene database project: improved data processing and web-based tools</article-title>. <source>Nucleic Acids Res.</source> <volume>41</volume>, <fpage>D590</fpage>&#x02013;<lpage>D596</lpage>. <pub-id pub-id-type="doi">10.1093/nar/gks1219</pub-id><pub-id pub-id-type="pmid">23193283</pub-id></citation></ref>
<ref id="B68">
<citation citation-type="web"><person-group person-group-type="author"><collab>R Core Team</collab></person-group> (<year>2023</year>). <source>R: A Language and Environment for Statistical Computing</source>. Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.R-project.org">https://www.R-project.org</ext-link> (accessed February 5, 2024).</citation>
</ref>
<ref id="B69">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Raffa</surname> <given-names>K. F.</given-names></name> <name><surname>Gr&#x000E9;goire</surname> <given-names>J. C.</given-names></name> <name><surname>Staffan Lindgren</surname> <given-names>B.</given-names></name></person-group> (<year>2015</year>). <article-title>&#x0201C;Chapter 1 - natural history and ecology of bark beetles,&#x0201D;</article-title> in <source>Bark Beetles</source>, eds. <person-group person-group-type="editor"><name><surname>Vega</surname> <given-names>F. E.</given-names></name> <name><surname>Hofstetter</surname> <given-names>R. W.</given-names></name></person-group> (<publisher-loc>San Diego, CA</publisher-loc>: <publisher-name>Academic Press</publisher-name>), <fpage>1</fpage>&#x02013;<lpage>40</lpage>.</citation>
</ref>
<ref id="B70">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Risely</surname> <given-names>A.</given-names></name></person-group> (<year>2020</year>). <article-title>Applying the core microbiome to understand host-microbe systems</article-title>. <source>J. Anim. Ecol.</source> <volume>89</volume>, <fpage>1549</fpage>&#x02013;<lpage>1558</lpage>. <pub-id pub-id-type="doi">10.1111/1365-2656.13229</pub-id><pub-id pub-id-type="pmid">32248522</pub-id></citation></ref>
<ref id="B71">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rivera</surname> <given-names>F. N.</given-names></name> <name><surname>Gonz&#x000E1;lez</surname> <given-names>E.</given-names></name> <name><surname>G&#x000F3;mez</surname> <given-names>Z.</given-names></name> <name><surname>L&#x000F3;pez</surname> <given-names>N.</given-names></name> <name><surname>Hern&#x000E1;ndez-Rodr&#x000ED;guez</surname> <given-names>C.</given-names></name> <name><surname>Berkov</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Gut-associated yeast in bark beetles of the genus <italic>Dendroctonus erichson</italic> (Coleoptera: Curculionidae: Scolytinae)</article-title>. <source>Biol. J. Linnean Soc.</source> <volume>98</volume>, <fpage>325</fpage>&#x02013;<lpage>342</lpage>. <pub-id pub-id-type="doi">10.1111/j.1095-8312.2009.01289.x</pub-id></citation>
</ref>
<ref id="B72">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Salem</surname> <given-names>H.</given-names></name> <name><surname>Bauer</surname> <given-names>E.</given-names></name> <name><surname>Kirsch</surname> <given-names>R.</given-names></name> <name><surname>Berasategui</surname> <given-names>A.</given-names></name> <name><surname>Cripps</surname> <given-names>M.</given-names></name> <name><surname>Weiss</surname> <given-names>B.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Drastic genome reduction in an herbivore&#x00027;s pectinolytic symbiont</article-title>. <source>Cell</source> <volume>171</volume>, <fpage>1520</fpage>&#x02013;<lpage>1531</lpage>.e13. <pub-id pub-id-type="doi">10.1016/j.cell.2017.10.029</pub-id><pub-id pub-id-type="pmid">29153832</pub-id></citation></ref>
<ref id="B73">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Salem</surname> <given-names>H.</given-names></name> <name><surname>Florez</surname> <given-names>L.</given-names></name> <name><surname>Gerardo</surname> <given-names>N.</given-names></name> <name><surname>Kaltenpoth</surname> <given-names>M.</given-names></name></person-group> (<year>2015</year>). <article-title>An out-of-body experience: the extracellular dimension for the transmission of mutualistic bacteria in insects</article-title>. <source>Proc. Biol. Sci.</source> <volume>282</volume>, <fpage>20142957</fpage>. <pub-id pub-id-type="doi">10.1098/rspb.2014.2957</pub-id><pub-id pub-id-type="pmid">25740892</pub-id></citation></ref>
<ref id="B74">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schebeck</surname> <given-names>M.</given-names></name> <name><surname>Schopf</surname> <given-names>A.</given-names></name> <name><surname>Ragland</surname> <given-names>G. J.</given-names></name> <name><surname>Stauffer</surname> <given-names>C.</given-names></name> <name><surname>Biedermann</surname> <given-names>P. H. W.</given-names></name></person-group> (<year>2023</year>). <article-title>Evolutionary ecology of the bark beetles Ips typographus and <italic>Pityogenes chalcographus</italic></article-title>. <source>Bullet. Entomol. Res.</source> <volume>113</volume>, <fpage>1</fpage>&#x02013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1017/S0007485321000353</pub-id><pub-id pub-id-type="pmid">36239260</pub-id></citation></ref>
<ref id="B75">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schoch</surname> <given-names>C. L.</given-names></name> <name><surname>Robbertse</surname> <given-names>B.</given-names></name> <name><surname>Robert</surname> <given-names>V.</given-names></name> <name><surname>Vu</surname> <given-names>D.</given-names></name> <name><surname>Cardinali</surname> <given-names>G.</given-names></name> <name><surname>Irinyi</surname> <given-names>L.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Finding needles in haystacks: linking scientific names, reference specimens and molecular data for Fungi</article-title>. <source>Database</source> <volume>2014</volume>, <fpage>bau061</fpage>&#x02013;<lpage>bau061</lpage>. <pub-id pub-id-type="doi">10.1093/database/bau061</pub-id><pub-id pub-id-type="pmid">24980130</pub-id></citation></ref>
<ref id="B76">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Six</surname> <given-names>D. L.</given-names></name> <name><surname>Elser</surname> <given-names>J. J.</given-names></name></person-group> (<year>2020</year>). <article-title>Mutualism is not restricted to tree-killing bark beetles and fungi: the ecological stoichiometry of secondary bark beetles, fungi, and a scavenger</article-title>. <source>Ecol. Entomol.</source> <volume>45</volume>, <fpage>1134</fpage>&#x02013;<lpage>1145</lpage>. <pub-id pub-id-type="doi">10.1111/een.12897</pub-id></citation>
</ref>
<ref id="B77">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Six</surname> <given-names>D. L.</given-names></name> <name><surname>Wingfield</surname> <given-names>M. J.</given-names></name></person-group> (<year>2011</year>). <article-title>The role of phytopathogenicity in bark beetle&#x02013;fungus symbioses: a challenge to the classic paradigm</article-title>. <source>Ann. Rev. Entomol.</source> <volume>56</volume>, <fpage>255</fpage>&#x02013;<lpage>272</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-ento-120709-144839</pub-id><pub-id pub-id-type="pmid">20822444</pub-id></citation></ref>
<ref id="B78">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stefanini</surname> <given-names>I.</given-names></name></person-group> (<year>2018</year>). <article-title>Yeast-insect associations: it takes guts</article-title>. <source>Yeast</source> <volume>35</volume>, <fpage>315</fpage>&#x02013;<lpage>330</lpage>. <pub-id pub-id-type="doi">10.1002/yea.3309</pub-id><pub-id pub-id-type="pmid">29363168</pub-id></citation></ref>
<ref id="B79">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Toki</surname> <given-names>W.</given-names></name> <name><surname>Tanahashi</surname> <given-names>M.</given-names></name> <name><surname>Togashi</surname> <given-names>K.</given-names></name> <name><surname>Fukatsu</surname> <given-names>T.</given-names></name></person-group> (<year>2012</year>). <article-title>Fungal farming in a non-social beetle</article-title>. <source>PLoS ONE</source> <volume>7</volume>, <fpage>e41893</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0041893</pub-id><pub-id pub-id-type="pmid">22848648</pub-id></citation></ref>
<ref id="B80">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Venables</surname> <given-names>W. N.</given-names></name> <name><surname>Ripley</surname> <given-names>B. D.</given-names></name></person-group> (<year>2002</year>). <source>Modern Applied Statistics with S</source>. <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Springer</publisher-name>.</citation>
</ref>
<ref id="B81">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Veselsk&#x000E1;</surname> <given-names>T.</given-names></name> <name><surname>&#x00160;vec</surname> <given-names>K.</given-names></name> <name><surname>Kostov&#x0010D;&#x000ED;k</surname> <given-names>M.</given-names></name> <name><surname>Peral-Aranega</surname> <given-names>E.</given-names></name> <name><surname>Garcia-Fraile</surname> <given-names>P.</given-names></name> <name><surname>Kr&#x000ED;&#x0017D;kov&#x000E1;</surname> <given-names>B.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Proportions of taxa belonging to the gut core microbiome change throughout the life cycle and season of the bark beetle Ips typographus</article-title>. <source>FEMS Microbiol. Ecol. 8, fiad 072</source>. <pub-id pub-id-type="doi">10.1093/femsec/fiad072</pub-id><pub-id pub-id-type="pmid">37370225</pub-id></citation></ref>
<ref id="B82">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vogel</surname> <given-names>H.</given-names></name> <name><surname>Shukla</surname> <given-names>S. P.</given-names></name> <name><surname>Engl</surname> <given-names>T.</given-names></name> <name><surname>Weiss</surname> <given-names>B.</given-names></name> <name><surname>Fischer</surname> <given-names>R.</given-names></name> <name><surname>Steiger</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>The digestive and defensive basis of carcass utilization by the burying beetle and its microbiota</article-title>. <source>Nat. Commun.</source> <volume>8</volume>, <fpage>15186</fpage>. <pub-id pub-id-type="doi">10.1038/ncomms15186</pub-id><pub-id pub-id-type="pmid">28485370</pub-id></citation></ref>
<ref id="B83">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weisburg</surname> <given-names>W. G.</given-names></name> <name><surname>Barns</surname> <given-names>S. M.</given-names></name> <name><surname>Pelletier</surname> <given-names>D. A.</given-names></name> <name><surname>Lane</surname> <given-names>D. J.</given-names></name></person-group> (<year>1991</year>), <article-title>16S. ribosomal DNA amplification for phylogenetic study</article-title>. <source>J. Bacteriol.</source> <volume>173</volume>, <fpage>697</fpage>&#x02013;<lpage>703</lpage>. <pub-id pub-id-type="doi">10.1128/jb.173.2.697-703.1991</pub-id><pub-id pub-id-type="pmid">1987160</pub-id></citation></ref>
<ref id="B84">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>White</surname> <given-names>T. J.</given-names></name> <name><surname>Bruns</surname> <given-names>T. D.</given-names></name> <name><surname>Lee</surname> <given-names>S. B. L.</given-names></name> <name><surname>Taylor</surname> <given-names>J. W.</given-names></name></person-group> (<year>1990</year>). <article-title>&#x0201C;Amplification and direct sequencing of fungal ribosomal RNA genes for phylogenetics,&#x0201D;</article-title> in <source>PCR Protocols: A Guide to Methods and Applications</source>, eds <person-group person-group-type="editor"><name><surname>Innis</surname> <given-names>M. A.</given-names></name> <name><surname>Gelfand</surname> <given-names>D. H.</given-names></name></person-group> (<publisher-loc>New York, NY</publisher-loc>: <publisher-name>Academic Press</publisher-name>), <fpage>315</fpage>&#x02013;<lpage>322</lpage>.</citation>
</ref>
<ref id="B85">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Wickham</surname> <given-names>H.</given-names></name></person-group> (<year>2009</year>). <source>ggplot2: Elegant Graphics for Data Analysis</source>. <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Springer</publisher-name>.</citation>
</ref>
<ref id="B86">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>L. T.</given-names></name> <name><surname>Lu</surname> <given-names>M.</given-names></name> <name><surname>Sun</surname> <given-names>J. H.</given-names></name></person-group> (<year>2016</year>). <article-title>Invasive bark beetle-associated microbes degrade a host defensive monoterpene</article-title>. <source>Insect Sci.</source> <volume>23</volume>, <fpage>183</fpage>&#x02013;<lpage>190</lpage>. <pub-id pub-id-type="doi">10.1111/1744-7917.12255</pub-id><pub-id pub-id-type="pmid">26224144</pub-id></citation></ref>
<ref id="B87">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname> <given-names>T.</given-names></name> <name><surname>Kandasamy</surname> <given-names>D.</given-names></name> <name><surname>Krokene</surname> <given-names>P.</given-names></name> <name><surname>Chen</surname> <given-names>J.</given-names></name> <name><surname>Gershenzon</surname> <given-names>J.</given-names></name> <name><surname>Hammerbacher</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Fungal associates of the tree-killing bark beetle, Ips typographus, vary in virulence, ability to degrade conifer phenolics and influence bark beetle tunneling behavior</article-title>. <source>Fungal Ecol.</source> <volume>38</volume>, <fpage>71</fpage>&#x02013;<lpage>79</lpage>. <pub-id pub-id-type="doi">10.1016/j.funeco.2018.06.003</pub-id></citation>
</ref>
<ref id="B88">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zipfel</surname> <given-names>R. D.</given-names></name> <name><surname>de Beer</surname> <given-names>D.</given-names></name> <name><surname>Jacobs</surname> <given-names>Z. W.</given-names></name> <name><surname>Wingfield</surname> <given-names>K. B. D.</given-names></name> <name><surname>Wingfield</surname> <given-names>M. J.</given-names></name></person-group> (<year>2006</year>). <article-title>Multi-gene phylogenies define Ceratocystiopsis and Grosmannia distinct from Ophiostoma</article-title>. <source>Stu. Mycol.</source> <volume>55</volume>, <fpage>75</fpage>&#x02013;<lpage>97</lpage>. <pub-id pub-id-type="doi">10.3114/sim.55.1.75</pub-id><pub-id pub-id-type="pmid">18490973</pub-id></citation></ref>
</ref-list>
</back>
</article> 