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<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>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2024.1395568</article-id>
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<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>Elucidating the structure, and composition of bacterial symbionts in the gut regions of wood-feeding termite, <italic>Coptotermes formosanus</italic> and their functional profile towards lignocellulolytic systems</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Dar</surname> <given-names>Mudasir A.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Xie</surname> <given-names>Rongrong</given-names></name>
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<name><surname>Jing</surname> <given-names>Luohui</given-names></name>
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<name><surname>Qing</surname> <given-names>Xu</given-names></name>
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<name><surname>Ali</surname> <given-names>Shehbaz</given-names></name>
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<name><surname>Pandit</surname> <given-names>Radhakrishna S.</given-names></name>
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<name><surname>Shaha</surname> <given-names>Chaitali M.</given-names></name>
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<name><surname>Sun</surname> <given-names>Jianzhong</given-names></name>
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<aff id="aff1"><sup>1</sup><institution>School of the Environment and Safety Engineering, Biofuels Institute, Jiangsu University</institution>, <addr-line>Zhenjiang</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Zoology, Savitribai Phule Pune University</institution>, <addr-line>Pune</addr-line>, <country>India</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Lifeng Zhu, Nanjing University of Chinese Medicine, China</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Guan-Hong Wang, Chinese Academy of Sciences (CAS), China</p>
<p>Shouke Zhang, Zhejiang Agriculture and Forestry University, China</p>
<p>Cai Wang, South China Agricultural University, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Rongrong Xie, <email>rrxie@ujs.edu.cn</email></corresp>
<corresp id="c002">Jianzhong Sun, <email>jzsun1002@ujs.edu.cn</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>05</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1395568</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>03</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Dar, Xie, Jing, Qing, Ali, Pandit, Shaha and Sun.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Dar, Xie, Jing, Qing, Ali, Pandit, Shaha and Sun</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 wood-feeding termite, <italic>Coptotermes formosanus</italic>, presents an efficient lignocellulolytic system, offering a distinctive model for the exploration of host-microbial symbiosis towards lignocellulose degradation. Despite decades of investigation, understanding the diversity, community structure, and functional profiles of bacterial symbionts within specific gut regions, particularly the foregut and midgut of <italic>C. formosanus</italic>, remains largely elusive. In light of this knowledge gap, our efforts focused on elucidating the diversity, community composition and functions of symbiotic bacteria inhabiting the foregut, midgut, and hindgut of <italic>C. formosanus</italic> via metagenomics. The termite harbored a diverse community of bacterial symbionts encompassing 352 genera and 26 known phyla, exhibiting an uneven distribution across gut regions. Notably, the hindgut displayed a higher relative abundance of phyla such as Bacteroidetes (56.9%) and Spirochetes (23.3%). In contrast, the foregut and midgut were predominantly occupied by Proteobacteria (28.9%) and Firmicutes (21.2%) after Bacteroidetes. The foregut harbored unique phyla like Candidate phylum_TM6 and Armatimonadetes. At the family level, Porphyromonadaceae (28.1, 40.6, and 53.5% abundance in foregut, midgut, and hindgut, respectively) and Spirochaetaceae (foregut&#x2009;=&#x2009;9%, midgut&#x2009;=&#x2009;16%, hindgut&#x2009;=&#x2009;21.6%) emerged as dominant families in the termite&#x2019;s gut regions. Enriched operational taxonomic units (OTUs) were most abundant in the foregut (28), followed by the hindgut (14), while the midgut exhibited enrichment of only two OTUs. Furthermore, the functional analyses revealed distinct influences of bacterial symbionts on various metabolic pathways, particularly carbohydrate and energy metabolisms of the host. Overall, these results underscore significant variations in the structure of the bacterial community among different gut regions of <italic>C. formosanus</italic>, suggesting unique functional roles of specific bacteria, thereby inspiring further investigations to resolve the crosstalk between host and microbiomes in individual gut-regions of the termite.</p>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical abstract</title>
<p><graphic xlink:href="fmicb-15-1395568-g013.tif" xmlns:xlink="http://www.w3.org/1999/xlink"/></p>
</abstract>
<kwd-group>
<kwd>termites</kwd>
<kwd>gut-regions</kwd>
<kwd>bacterial diversity</kwd>
<kwd>microhabitats</kwd>
<kwd>high-throughput sequencing</kwd>
<kwd>symbiotic functions</kwd>
</kwd-group>
<contract-num rid="cn1">32250410285, 31900367</contract-num>
<contract-num rid="cn2">2023YFC3403600</contract-num>
<contract-num rid="cn3">WGXZ2023020L</contract-num>
<contract-num rid="cn4">4013000011</contract-num>
<contract-num rid="cn5">10JDG127</contract-num>
<contract-sponsor id="cn1">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<contract-sponsor id="cn2">National Key R&#x0026;D Program of China</contract-sponsor>
<contract-sponsor id="cn3">Foreign Expert Program, Ministry of Science and Technology (MoST) of China</contract-sponsor>
<contract-sponsor id="cn4">Priority of Academic Program Development of Jiangsu Higher Education Institutions</contract-sponsor>
<contract-sponsor id="cn5">Grant-in-Aid Startup Foundation</contract-sponsor>
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<fig-count count="12"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="118"/>
<page-count count="21"/>
<word-count count="13310"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Microbial Symbioses</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Termites are one of the most successful insect lineages, that have evolved unique evolutionary adaptations linked to their eusocial lifestyle (<xref ref-type="bibr" rid="ref74">Marynowska et al., 2020</xref>; <xref ref-type="bibr" rid="ref25">Dar et al., 2022</xref>; <xref ref-type="bibr" rid="ref123">Xie et al., 2023</xref>). Among termites, the invasive Formosan species, particularly from the genus <italic>Coptotermes</italic> demonstrate significant ecological and economic impacts globally due to their efficient enzymatic arsenal for lignocellulose metabolism (<xref ref-type="bibr" rid="ref56">Husseneder et al., 2010</xref>). These wood-feeding species can digest over 90% of cellulose and 76% of hemicellulose within 24&#x2009;h (<xref ref-type="bibr" rid="ref106">Sun et al., 2014</xref>), posing threat to various plants (over 50 species), wooden structures, and buildings. The Formosan termites also known as super-termites exhibit destructive behavior, colossal colony sizes, and rapid digestion of wood cellulose (<xref ref-type="bibr" rid="ref65">Lee et al., 2021</xref>), making them unique evolutionary models for efficient lignocellulose bioconversion (<xref ref-type="bibr" rid="ref13">Brune, 2014</xref>). To achieve this expertise, termites have evolved a delicate yet highly efficient gut system (<xref ref-type="bibr" rid="ref124">Xie et al., 2014</xref>; <xref ref-type="bibr" rid="ref36">Geng et al., 2018a</xref>,<xref ref-type="bibr" rid="ref35">b</xref>), marked by complex symbiotic mechanisms with gut microbiota including bacteria and flagellates (<xref ref-type="bibr" rid="ref13">Brune, 2014</xref>). The gut system of termites is a long-elongated tube broadly divisible into foregut, midgut and hindgut regions. The foregut comprises esophagus, crop and gizzard while the midgut is a simple, slender-shaped tube distally marked by malpighian tubules. Foregut and midgut are relatively small in size, whereas hindgut is mostly enlarged, paunch that houses the bulk of the flagellate symbionts (characteristic feature of the lower termites). These digestomes are complex, microoxic fermenters and structured microenvironments with fundamental differences in their physicochemical conditions as well as other biotic and abiotic features (<xref ref-type="bibr" rid="ref13">Brune, 2014</xref>). Many of the environmental features are intrinsic to the gut, while others result from the physiological collaborations with symbiotic bacteria, and flagellates residing in respective locations (<xref ref-type="bibr" rid="ref13">Brune, 2014</xref>). Hitherto, several investigations have stated that symbiotic bacteria complement the host for maximum digestion of lignocellulosic biomass, contributing to an impressive enzyme system for extracting carbohydrate energy from wood (<xref ref-type="bibr" rid="ref106">Sun et al., 2014</xref>). Beyond digestive symbiosis, gut bacteria are integral to termite eusociality, immunity, and nitrogen metabolism (<xref ref-type="bibr" rid="ref33">Engel and Moran, 2013</xref>). Furthermore, some bacterial symbionts possess the inherent ability to degrade aromatic hydrocarbons, adding to the multifunctionality of termites (<xref ref-type="bibr" rid="ref106">Sun et al., 2014</xref>). Thus, deciphering the diversity, composition, and functional profiles of bacterial symbionts in individual gut-regions becomes immensely important to underscore the physiology and evolution of termites.</p>
<p>During the last two decades, there has been a notable surge in molecular ecological studies utilizing &#x2018;omics&#x2019; technologies particularly metagenomics, to unravel the structure of bacterial communities in termite guts (<xref ref-type="bibr" rid="ref46">Hongoh, 2011</xref>). The high-throughput sequencing like metagenomics has successfully resolved key differences in microbiota community structures among different termite species (<xref ref-type="bibr" rid="ref96">Scharf, 2015a</xref>). <xref ref-type="bibr" rid="ref63">Lazuka et al. (2018)</xref> reported on the community dynamics of anaerobic bacteria with characteristic xylanase activities in a higher termite, <italic>Nasutitermes ephratae</italic>. Similarly, Warnecke and colleagues elucidated the bacterial community in the hindgut paunch of <italic>Nasutitermes</italic> sp. by using metagenomics (<xref ref-type="bibr" rid="ref121">Warnecke et al., 2007</xref>). Although omics technologies and integrative systems biology approaches have substantially advanced our understanding of termite biology, particularly their eusociality, pathogen defense, and digestive symbiosis, still many knowledge gaps remain unexplored. In particular, the gut-region-specific diversity and interaction of bacterial phylotypes with host termite for lignocellulose digestion is largely elusive. Furthermore, the functions of bacterial symbionts residing in the foregut and midgut are poorly studied, likely due to the smaller size (10&#x2013;20&#x2009;&#x03BC;L) of these compartments and associated technical challenges (<xref ref-type="bibr" rid="ref112">Tokuda et al., 2005</xref>). Unlike the hindgut where flagellates are recognized for cellulose digestion (<xref ref-type="bibr" rid="ref12">Brennan et al., 2004</xref>), the fate of lignocellulose in the foregut and midgut that are devoid of protozoan flagellates, is still unknown. In addition, the majority of the studies are focused on higher termites, characterized by a simpler two-way association between host and bacterial endosymbionts (<xref ref-type="bibr" rid="ref97">Scharf, 2015b</xref>). However, in lower termites, the presence of cytoplasmic and intranuclear endosymbionts in flagellate cells (e.g., Elusimicrobia in <italic>Reticulitermes</italic> sp.) adds to the complexity of the process (<xref ref-type="bibr" rid="ref103">Stingl and Radek, 2005</xref>), challenging to revelation of individual microbiota contributions and interactions. Consequently, limited information exists regarding bacterial diversity and community structures in different gut-regions of the lower wood-feeding termite, <italic>Coptotermes formosanus</italic>. Further, the functional profiles of bacteria elucidating interactions between host and symbionts during survival have not been thoroughly examined in <italic>C. formosanus</italic>.</p>
<p>The wood-feeding termite, <italic>C. formosanus</italic> Shiraki associates with gut symbionts to digest over 90% of cellulose and&#x2009;~&#x2009;60% hemicellulose (<xref ref-type="bibr" rid="ref125">Xie et al., 2012</xref>). This Formosan subterranean termite widespread in distribution, serves as an important structural pest in temperate and subtropical regions causing substantial economic losses globally (<xref ref-type="bibr" rid="ref36">Geng et al., 2018a</xref>; <xref ref-type="bibr" rid="ref65">Lee et al., 2021</xref>). <italic>Coptotermes formosanus</italic> exhibits a broad dietary spectrum, consumes anything that contains wood fiber, such as homes, buildings, crops, plants, and live trees (<xref ref-type="bibr" rid="ref65">Lee et al., 2021</xref>). A mature colony of <italic>C. formosanus</italic> having millions of individuals can swiftly consume large amounts of wood (~400&#x2009;g per day), leading to severe damage to wooden structures within a short period. The annual global economic impact of subterranean termites, with <italic>Coptotermes</italic> as a major contributor is estimated at USD$32 billion (<xref ref-type="bibr" rid="ref93">Rust and Su, 2012</xref>). The <italic>C. formosanus</italic> has been reported as the most destructive termite in southern China (<xref ref-type="bibr" rid="ref118">Wang et al., 2002</xref>), USA (<xref ref-type="bibr" rid="ref104">Su, 2003</xref>), Japan (<xref ref-type="bibr" rid="ref62">Lax and Osbrink, 2003</xref>), Malaysia (<xref ref-type="bibr" rid="ref64">Lee, 2002</xref>), etc. causing tremendous damage to wooden infrastructures. Recently we observed that <italic>C. formosanus</italic> achieves maximum lignocellulose digestion through symbiosis with gut microbiota particularly bacteria (<xref ref-type="bibr" rid="ref35">Geng et al., 2018b</xref>; <xref ref-type="bibr" rid="ref25">Dar et al., 2022</xref>). Additionally, the metatranscriptomic profile of its flagellates also revealed the contribution of lignocellulase encoding bacterial genes, further highlighting the complex processes involved in lignocellulose breakdown (<xref ref-type="bibr" rid="ref125">Xie et al., 2012</xref>). Despite the reported existence of bacterial symbionts in <italic>C. formosanus</italic> (<xref ref-type="bibr" rid="ref125">Xie et al., 2012</xref>; <xref ref-type="bibr" rid="ref25">Dar et al., 2022</xref>), our understanding of the specific processes occurring within individual gut-regions of this termite is fragmentary. Therefore, further research is imperative to elucidate the intricate interplay between gut microbiota and the host toward lignocellulolytic systems.</p>
<p>A comprehensive investigation into the bacterial compositions of individual gut-regions would delineate the predominant lineages that shape the structure of bacterial communities in termites (<xref ref-type="bibr" rid="ref77">Mikaelyan et al., 2017</xref>). Elucidating the region-wise structure and composition of the bacterial communities in termites will improve our understanding of the functional crosstalk between symbiotic microbiota and the host during the programmatic digestion of lignocellulose. In this context, the comparative structure and functional profile of bacterial symbionts residing in different gut-regions of <italic>C. formosanus</italic> warrants thorough investigation. Therefore, we attempted to address this lacuna by fractionating the diversity and community structure of bacteria residing in the individual gut-regions, such as foregut, midgut, and hindgut of <italic>C. formosanus</italic> by using metagenomic analyses. Additionally, we elucidated the potential functions of these bacteria in lignocellulose digestion and other metabolic processes within each gut-region of the termite. Our results provide significant insights into microbial ecology uniquely existing in hitherto unexplored foregut and midgut of <italic>C. formosanus</italic>. The present study further elaborates our knowledge of termite biology that might help to design an efficient bioreactor in lignocellulose degradation via biomimetics besides its significance for integrated pest management.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Chemicals and reagents</title>
<p>The HiPure Soil DNA Kits were purchased from Magen biotechnology (Magen Pvt. Ltd. China). The Kod Plus buffer and DNA polymerase were purchased from TOYOBO (Japan) along with, other reagents required for PCR amplifications. The AxyPrep<sup>&#x2122;</sup> gel DNA extraction kit and StepOnePlus<sup>&#x2122;</sup> Real-Time PCR system were procured from Axygen (Axygen Biosciences, CA, United States) and ABI Life Technologies (Life Foster City, United States) respectively.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Collection and dissection of the termites</title>
<p>The wood-feeding <italic>C. formosanus</italic> termites were collected from Shaoguan City (24&#x00B0;55&#x2032;8&#x2033; N, 113&#x00B0;57&#x2032;44&#x2033; E), Guangdong province, P. R. China. Since <italic>C. formosanus</italic> is among the 100 worst alien invasive species causing tremendous damage to wooden structures and forests, feeding predominantly on pine trees (<xref ref-type="bibr" rid="ref65">Lee et al., 2021</xref>). We reared and maintained these termites in the laboratory at 26&#x2009;&#x00B1;&#x2009;2&#x00B0; with R.H. ~60&#x2013;80% by feeding <italic>ad libitum</italic> on pine wood, <italic>Pinus massoniana</italic> (<xref ref-type="bibr" rid="ref76">Mikaelyan et al., 2015</xref>; <xref ref-type="bibr" rid="ref25">Dar et al., 2022</xref>). To avoid the contamination from environmental microbes including bacteria, the pine wood blocks were autoclaved at 121&#x00B0;C for 15&#x2009;min before feeding to the termites (<xref ref-type="bibr" rid="ref78">Mitaka and Vargo, 2023</xref>). A total of 1,050 worker termites were carefully dissected in a biosafety hood using sterilized instruments (<xref ref-type="bibr" rid="ref25">Dar et al., 2022</xref>). The termites used for the experimentation comprised three different groups that were reared from the same stock colony. Within each group, approximately 350&#x2009;&#x00B1;&#x2009;20 worker termites were subjected to dissection to reveal the individual gut regions. Prior to dissection, the adult worker caste termites were surface sterilized with 50 and 70% ethanol in distilled water each for 30&#x2009;s, followed by a brief wash of sterile double distilled water (SDDW). After dissection, the gut systems were divided into foregut, midgut- and hindgut (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S1</xref>) with the aid of 30X portable optical loupe by using sharp and sterilized needles. Then, each of the gut-regions was separately placed in 1.5&#x2009;mL micro-centrifuge tubes (MCT), frozen immediately in liquid nitrogen, and stored at &#x2212;80&#x00B0;C till further use. The dissection and processing of the gut-regions were carried out carefully to eliminate the chances of bias caused due to the mixing of the gut contents. The gut-regions were suspended in 500&#x2009;&#x03BC;L of sodium phosphate buffer solution (50&#x2009;mM; pH 7.0) and subsequently homogenized with polypropylene micro-pestles. The experiments were replicated three times, with each replication involving the consideration of 350&#x2009;&#x00B1;&#x2009;20 termites to retrieve the individual gut regions.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Microbial DNA extraction and Illumina sequencing</title>
<p>The microbial community DNA was extracted by using the HiPure Soil DNA extraction Kit (Magen, Guangzhou, China) following the manufacturer&#x2019;s instructions. The extracted DNA was quantified and quality checked on a nanodrop Biospectrophotometer. The V3 and V4 regions of the 16S rDNA genes of the bacterial community were PCR amplified (<xref ref-type="bibr" rid="ref68">Liu et al., 2019</xref>) by using the primers listed in <xref ref-type="table" rid="tab1">Table 1</xref>. The PCR amplifications were operated at 94&#x00B0;C for 2&#x2009;min, 30&#x2009;cycles at 98&#x00B0;C for 10&#x2009;s, 55&#x00B0;C for 30&#x2009;s, and 68&#x00B0;C for 30&#x2009;s followed by a final extension step at 68&#x00B0;C for 5&#x2009;min. The PCR amplifications were performed in triplicates using a 50&#x2009;&#x03BC;L reaction mixture comprising 5&#x2009;&#x03BC;L of 2&#x2009;mM dNTPs, 3&#x2009;&#x03BC;L of MgSO<sub>4</sub> (25&#x2009;mM), 5&#x2009;&#x03BC;L of 10&#x00D7; KOD Buffer, 1.5&#x2009;&#x03BC;L of each primer (10&#x2009;&#x03BC;M), and 1&#x2009;&#x03BC;L of KOD Polymerase added to 100&#x2009;ng of template DNA. The successful PCR amplicons were extracted from agarose gels (2%) and then purified by using an AxyPrep DNA Gel extraction kit (Axygen Biosciences, CA, United States) according to the manufacturer&#x2019;s instructions followed by quantification with ABI StepOnePlus Real-Time PCR System (Life Technologies Foster City, United States). The quantified amplicons were pooled and used to construct paired-end DNA libraries. The constructed libraries were sequenced (250 paired-end sequencing) on the Illumina MiSeq platform according to the standard protocols.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Primer sets used for the generation of metagenomic libraries based on target regions of 16S rDNA gene of the bacterial communities in <italic>C. formosanus</italic>.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Target gene</th>
<th align="left" valign="top">Target region</th>
<th align="center" valign="top">Primer pair</th>
<th align="left" valign="top">Nucleotide sequence</th>
<th align="center" valign="top">Product size</th>
<th align="left" valign="top">References</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="4">16S rDNA</td>
<td align="left" valign="top" rowspan="2">V4</td>
<td align="center" valign="top">515F</td>
<td align="left" valign="top">5&#x2032;-GTGYCAGCMGCCGCGGTAA-3&#x2032;</td>
<td align="center" valign="top" rowspan="2">~292</td>
<td align="left" valign="top" rowspan="2"><xref ref-type="bibr" rid="ref89">Parada et al. (2016)</xref>, <xref ref-type="bibr" rid="ref1">Apprill et al. (2015)</xref></td>
</tr>
<tr>
<td align="center" valign="top">806R</td>
<td align="left" valign="top">5&#x2032;-GGACTACNVGGGTWTCTAAT-3&#x2032;</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">V3-V4</td>
<td align="center" valign="top">341F</td>
<td align="left" valign="top">5&#x2032;-CCTACGGGNGGCWGCAG-3&#x2032;</td>
<td align="center" valign="top" rowspan="2">~466</td>
<td align="left" valign="top" rowspan="2">
<xref ref-type="bibr" rid="ref41">Guo et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="center" valign="top">806R</td>
<td align="left" valign="top">5&#x2032;-GGACTACNVGGGTWTCTAAT-3&#x2032;</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Sequence data analysis</title>
<p>The obtained raw sequences were processed by using the Quantitative insights into microbial ecology software v1.9.1 (QIIME, <xref ref-type="bibr" rid="ref15">Caporaso et al., 2010</xref>). Before analysis, the raw sequence reads containing adapters or low-quality reads were quality-filtered using FASTP software v0.18.0 (<xref ref-type="bibr" rid="ref19">Chen et al., 2018</xref>). The quality clean-up was carried out by removing the sequence reads containing more than 10% unknown nucleotides and base quality (<italic>Q</italic>-value) &#x003E; 20. Subsequently, the paired-end clean reads were merged into consensus sequences using FLASH v1.2.11 (<xref ref-type="bibr" rid="ref72">Mago&#x010D; and Salzberg, 2011</xref>) based on the overlaps longer than 10&#x2009;bp and a mismatch error rate of 2%. All chimeric tags were removed by UCHIME algorithm v4.2 (<xref ref-type="bibr" rid="ref32">Edgar et al., 2011</xref>), resulting in effective tags that were used for further analysis. These effective tags were clustered into operational taxonomic units (OTUs) based on &#x2265;97% sequence similarity using UPARSE pipeline v9.2.64 (<xref ref-type="bibr" rid="ref31">Edgar, 2013</xref>). The number of OTUs was summarized with USEARCH 7.0 to generate OTU data table for each group. The annotation of the OTUs was performed by the Ribosomal Database Project classifier (RDP), and then the representative sequences of each OTU were selected for taxonomic information with an identity threshold of 0.8 (<xref ref-type="bibr" rid="ref117">Wang et al., 2007</xref>). The initial OTU matrix often contains several OTUs showing extremely low abundance that reduces the number of OTUs having high abundances thereby increasing the complexity of the data analysis. The elimination of these rare OTUs depicts a negligible effect on bacterial diversity, while significantly increasing the efficiency of data analysis. Therefore, OTUs that showed a relative abundance of less than 0.1% of all OTUs were excluded from the analysis (<xref ref-type="bibr" rid="ref9">Bokulich et al., 2013</xref>). The rarefaction curves representing the bacterial diversity of each sample were drawn in the Mothur software package (<xref ref-type="bibr" rid="ref58">Kemp and Aller, 2004</xref>) to determine the sequencing depth.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Comparative analysis of the community structure in <italic>Coptotermes formosanus</italic></title>
<p>The sampling depth of the obtained OTUs was estimated from rarefaction curves by using good&#x2019;s coverage (<xref ref-type="bibr" rid="ref39">Good, 1953</xref>). An overview of the work flow of methodology used for the present study is provided in <xref ref-type="fig" rid="fig1">Figure 1</xref>. The Alpha diversity index such as expected richness (<xref ref-type="bibr" rid="ref16">Chao, 1984</xref>), diversity (<xref ref-type="bibr" rid="ref17">Chao and Shen, 2003</xref>), and Evenness in terms of Chao, Shannon, and Simpson indices of the bacterial communities were calculated for each sample in QIIME (<xref ref-type="bibr" rid="ref15">Caporaso et al., 2010</xref>). The community structure was compared between the gut regions by using the taxonomy-dependent Bray-Curtis metrics, a statistical test used to quantify the compositional dissimilarity among samples (<xref ref-type="bibr" rid="ref11">Bray and Curtis, 1957</xref>). To visualize the dissimilarity among the gut-regions, the high dimensionality of the pairwise dissimilarity scores were compressed into two dimensions and plotted on non-metric multidimensional scaling (NMDS) using vegan package v2.5.3 (<xref ref-type="bibr" rid="ref87">Oksanen et al., 2010</xref>) in R program. Similarly, the covariance between the community structure of gut compartments was determined by permutation multivariate analysis of variance (PERMANOVA) and subsequently visualized by principal coordinate analysis (PCoA) using the adonis function implemented in the vegan package (<xref ref-type="bibr" rid="ref92">Ramette, 2007</xref>). Later, the biomarker features in each group were screened by LEfSe software version 1.0 (<xref ref-type="bibr" rid="ref99">Segata et al., 2011</xref>), in the R project. Similarly, the ternary plots depicting the species abundance were plotted using R ggtern package v3.1.0 (<xref ref-type="bibr" rid="ref42">Hamilton and Ferry, 2018</xref>). Further, the tests of significance for both intragroup and intergroup Unifrac distances were carried out by using the Monte Carlo permutation test in the QIIME software. To explore the differences between the intergroup distances, an analysis of similarity (ANOSIM) was performed and effects were visualized through biplots in the R project using the vegan package.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>A schematic overview of the methodologies and algorithms used for the processing of the metagenomic data related to the gut microbial communities of <italic>C. formosanus</italic>.</p>
</caption>
<graphic xlink:href="fmicb-15-1395568-g001.tif"/>
</fig>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Functional prediction analysis of the bacteria</title>
<p>The functional characterization of bacterial communities residing in the gut system of animals is the key element to understanding host-symbiont interactions. To accomplish this, the KEGG pathway analysis of the OTUs was inferred by using Tax4Fun v1.0 (<xref ref-type="bibr" rid="ref4">A&#x00DF;hauer et al., 2015</xref>) by predicting the potential functions of observed microbial communities within the termite gut. Further, the microbiome phenotypes were classified using Bug Base (<xref ref-type="bibr" rid="ref119">Ward et al., 2017</xref>). The functional annotation of the prokaryotic taxa database (FAPROTAX) v1.0 (<xref ref-type="bibr" rid="ref70">Louca et al., 2016</xref>) was used for generating the ecological functional profiles of the gut bacteria. The analysis of function difference between bacterial groups was calculated by Tukey&#x2019;s HSD test in the R project using the Vegan package (version 2.5.3, <xref ref-type="bibr" rid="ref87">Oksanen et al., 2010</xref>).</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Nucleotide sequence accession number</title>
<p>The sequences obtained in this study are deposited to the NCBI Sequence Read Archive database with Bioproject ID, PRJNA1013132. The accession numbers for the sequence reads are SRR25919998 to SRR25920006.</p>
</sec>
<sec id="sec10">
<label>2.8</label>
<title>Data analyses</title>
<p>The results are presented as means and standard deviations derived from three replicates. The data were subjected to statistical analyses in R program v4.3.1 (<xref ref-type="bibr" rid="ref90">R Core Team, 2023</xref>), and the principal component analysis were performed to generate the biplots of first two components by using ggtern package v3.1.0 (<xref ref-type="bibr" rid="ref42">Hamilton and Ferry, 2018</xref>). A <italic>p&#x2009;&#x2264;</italic> 0.05 was considered statistically significant. Each experiment was replicated at least three times to ensure the reproducibility of the results.</p>
</sec>
</sec>
<sec sec-type="results" id="sec11">
<label>3</label>
<title>Results</title>
<sec id="sec12">
<label>3.1</label>
<title>Data set statistics</title>
<p>A total of 1.17 million pair-end reads were obtained from 9 metagenomic libraries by sequencing the V3 and V4 regions of the bacterial communities, derived from the foregut, midgut, and hindgut of the wood-feeding termite, <italic>C. formosanus</italic>. These pair-end reads were processed into 1,172,293 clean-end reads. The high-quality cleaned reads were further binned and filtered into 1,072,995 raw tags (<xref ref-type="table" rid="tab2">Table 2</xref>). These raw tags were further processed for chimera removal resulting in 1,034,446 effective tags. Subsequently, the effective tags were classified into 893,035 taxon tags after removing 141,411 singleton tags. The high-quality reads based on the read length of ~450&#x2009;bp led to the assignment of 3,505 OTUs after defining 97% sequence similarity (<xref ref-type="fig" rid="fig2">Figure 2</xref>). The calculated rarefaction curves inferred from species richness reached a plateau, except for a few more diverse samples from hindgut (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S2</xref>). However, the good&#x2019;s coverage depicted efficient sequencing depth covering over &#x003E;99.4% of the bacterial communities harbored by the termite. The presence of the Archaeal sequences was not detected in the microbial metagenomes. Since bacteria comprise an integral component of the termite gut microbiota, all of the divisions found in our metagenomic analysis were bacterial lineages, suggesting their indispensable role in fostering digestive symbiosis among termites.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Summary statistics of the annotation of tags generated from the bacterial metagenomes in the gut system of <italic>C. formosanus</italic>.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Sample</th>
<th align="center" valign="top">Domain</th>
<th align="center" valign="top">Phylum</th>
<th align="center" valign="top">Class</th>
<th align="center" valign="top">Order</th>
<th align="center" valign="top">Family</th>
<th align="center" valign="top">Genus</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">FG1</td>
<td align="center" valign="top">107,470</td>
<td align="center" valign="top">106,541</td>
<td align="center" valign="top">106,277</td>
<td align="center" valign="top">104,800</td>
<td align="center" valign="top">102,231</td>
<td align="center" valign="top">93,432</td>
</tr>
<tr>
<td align="left" valign="top">FG2</td>
<td align="center" valign="top">109,742</td>
<td align="center" valign="top">109,544</td>
<td align="center" valign="top">109,277</td>
<td align="center" valign="top">108,011</td>
<td align="center" valign="top">98,591</td>
<td align="center" valign="top">74,105</td>
</tr>
<tr>
<td align="left" valign="top">FG3</td>
<td align="center" valign="top">110,091</td>
<td align="center" valign="top">109,835</td>
<td align="center" valign="top">109,457</td>
<td align="center" valign="top">108,913</td>
<td align="center" valign="top">104,244</td>
<td align="center" valign="top">84,462</td>
</tr>
<tr>
<td align="left" valign="top">MG1</td>
<td align="center" valign="top">106,339</td>
<td align="center" valign="top">105,465</td>
<td align="center" valign="top">105,065</td>
<td align="center" valign="top">103,904</td>
<td align="center" valign="top">101,878</td>
<td align="center" valign="top">94,717</td>
</tr>
<tr>
<td align="left" valign="top">MG2</td>
<td align="center" valign="top">92,288</td>
<td align="center" valign="top">91,854</td>
<td align="center" valign="top">91,370</td>
<td align="center" valign="top">90,841</td>
<td align="center" valign="top">88,200</td>
<td align="center" valign="top">75,961</td>
</tr>
<tr>
<td align="left" valign="top">MG3</td>
<td align="center" valign="top">104,649</td>
<td align="center" valign="top">104,048</td>
<td align="center" valign="top">103,848</td>
<td align="center" valign="top">103,619</td>
<td align="center" valign="top">102,474</td>
<td align="center" valign="top">95,385</td>
</tr>
<tr>
<td align="left" valign="top">HG1</td>
<td align="center" valign="top">91,266</td>
<td align="center" valign="top">90,530</td>
<td align="center" valign="top">89,689</td>
<td align="center" valign="top">88,519</td>
<td align="center" valign="top">87,372</td>
<td align="center" valign="top">78,971</td>
</tr>
<tr>
<td align="left" valign="top">HG2</td>
<td align="center" valign="top">88,071</td>
<td align="center" valign="top">87,380</td>
<td align="center" valign="top">86,513</td>
<td align="center" valign="top">82,360</td>
<td align="center" valign="top">81,582</td>
<td align="center" valign="top">69,686</td>
</tr>
<tr>
<td align="left" valign="top">HG3</td>
<td align="center" valign="top">83,119</td>
<td align="center" valign="top">82,422</td>
<td align="center" valign="top">81,576</td>
<td align="center" valign="top">79,621</td>
<td align="center" valign="top">78,756</td>
<td align="center" valign="top">69,842</td>
</tr>
<tr>
<td align="left" valign="top">Total</td>
<td align="center" valign="top">893,035</td>
<td align="center" valign="top">887,619</td>
<td align="center" valign="top">883,072</td>
<td align="center" valign="top">870,588</td>
<td align="center" valign="top">845,368</td>
<td align="center" valign="top">736,561</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The sample codes represent three replicates for each of the foregut, midgut and hindgut metagenomes.</p>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Summary of the overall processing of taxon tags for species annotation to operation taxonomic units (OTU).</p>
</caption>
<graphic xlink:href="fmicb-15-1395568-g002.tif"/>
</fig>
</sec>
<sec id="sec13">
<label>3.2</label>
<title>Bacterial complexity of the microbiome in <italic>Coptotermes formosanus</italic></title>
<p>Among the gut regions, the highest number of taxon tags were achieved with foregut (109101) followed by midgut and hindgut which contributed 101,092 and 87485.3 taxon reads, respectively. Of the 3,505 OTUs observed in the gut system of <italic>C. formosanus</italic>, the indicator species analysis revealed an abundance of 2,177 OTUs only, among the three gut-regions of the termite. Among them, the maximum number of OTUs was harbored by foregut having 1,287 OTUs. Though lower than the foregut, the midgut and hindgut regions sheltered an average of 1,146 and 1,130 OTUs, respectively (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Approximately 500 OTUs assigned to species-level classification were shared between the foregut and hindgut. The highest number of 711 OTUs were shared between the foregut and midgut regions. The total OTUs shared by the midgut with hindgut was found to be 644 while 469 OTUs were shared between all the three gut-regions under consideration. The number of unique OTUs were observed as 545, and 455 for foregut, and hindgut respectively, while being lowest for the midgut which restricted the unique OTUs to 260 only (<xref ref-type="fig" rid="fig3">Figure 3</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Venn diagram depicting the number of unique and shared operational taxonomic units (OTUs) between the gut-regions of wood-feeding lower termite, <italic>C. formosanus</italic>.</p>
</caption>
<graphic xlink:href="fmicb-15-1395568-g003.tif"/>
</fig>
<p>The Shannon index of 5.48 together with Simpson and Pielou indices (0.87 and 0.54 respectively) suggested higher bacterial diversity in the foregut than midgut and hindgut. However, the nonparametric estimation of the bacterial species demonstrated highest species richness in hindgut depicting a chao1 value of 1,722 (<xref ref-type="fig" rid="fig4">Figure 4</xref>, <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S2</xref>) which was further supported by ACE value of 1884.7. After hindgut, the chao1 and ACE indices revealed higher species richness in the midgut (1,620 and 1,710) while least in the foregut (1,454 and 1,469). The phylogenetic diversity (PD) analysis of the hindgut metagenome having PD-tree value of 128.2, was significantly different from foregut metagenome (98) showing statistical significance of <italic>p</italic>&#x2009;&#x003C;&#x2009;0.005. Similarly, the Tukey HSD test based on Sob index revealed significant variation in alpha diversity (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01) of the bacteria in the gut-regions of <italic>C. formosanus</italic>. Significant differences in bacterial species richness and diversity were observed among the three gut-regions of the termite, in terms of an evaluation by Kruskal-Wallis test (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Comparison of alpha diversity (<bold>A</bold>: Sob index, <bold>B</bold>: Shannon index, <bold>C</bold>: phylogenetic diversity index, and <bold>D</bold>: ACE index) of the bacterial communities of <italic>C. formosanus</italic> between Foregut, midgut and hindgut regions (Tukey&#x2019;s HSD test, <italic>&#x002A;p</italic>&#x2009;&#x2264;&#x2009;0.05 and <italic>&#x002A;&#x002A;p</italic>&#x2009;&#x2264;&#x2009;0.01).</p>
</caption>
<graphic xlink:href="fmicb-15-1395568-g004.tif"/>
</fig>
<p>The ANOSIM R was equal to 0.835 (<italic>p</italic> &#x003C;&#x2009;0.01) which suggested differences in the intergroup similarity ratio for unweighted Unifrac distance (<xref ref-type="fig" rid="fig5">Figure 5</xref>, <xref ref-type="table" rid="tab3">Table 3</xref>). The unweighted Unifrac distance-based NMDs analysis revealed higher intergroup distances than the intragroup variants (<xref ref-type="fig" rid="fig6">Figure 6</xref>). A similar trend (R2&#x2009;=&#x2009;0.4274, <italic>p</italic> &#x003C;&#x2009;0.01) was also shown by the unweighted-Unifrac distance based on the Adonis (PERMANOVA) analysis (<xref ref-type="table" rid="tab3">Table 3</xref>). The weighted-Unifrac distance measurements (<italic>R</italic> =&#x2009;0.547, <italic>p</italic> &#x003C;&#x2009;0.05) further indicated noticeable differences between intergroup and intragroup gut microbiomes. The PERMANOVA analysis (<italic>p</italic> &#x003C;&#x2009;0.01) based on the Unifrac distance matrices for bacterial community profiles confirmed that each of the gut-regions possessed unique bacterial diversity which might be due to the physiology and pH milieu of the gut environments.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Similarity between the foregut, midgut and hindgut bacterial communities harbored by <italic>C. formosanus.</italic> Analysis of similarity (ANOSIM) box plot comparing the phylogenetic distances of the bacterial communities between the gut-regions of <italic>C. formosanus</italic> based on unweighted UniFrac distance.</p>
</caption>
<graphic xlink:href="fmicb-15-1395568-g005.tif"/>
</fig>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Differences between intragroup and intergroup unweighted Unifrac distances based on the Adonis (PERMANOVA) analysis.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Intergroup</th>
<th align="center" valign="top">DF</th>
<th align="center" valign="top">Sum of squares</th>
<th align="center" valign="top">Mean squares</th>
<th align="center" valign="top"><italic>F</italic> value</th>
<th align="center" valign="top"><italic>R</italic><sup>2</sup></th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">FG-<italic>vs</italic>-MG</td>
<td align="center" valign="top">1</td>
<td align="char" valign="top" char=".">0.170</td>
<td align="char" valign="top" char=".">0.170</td>
<td align="char" valign="top" char=".">1.23</td>
<td align="char" valign="top" char=".">0.23</td>
<td align="char" valign="top" char=".">0.2</td>
</tr>
<tr>
<td align="left" valign="top">FG-<italic>vs</italic>-HG</td>
<td align="center" valign="top">1</td>
<td align="char" valign="top" char=".">0.421</td>
<td align="char" valign="top" char=".">0.421</td>
<td align="char" valign="top" char=".">3.39</td>
<td align="char" valign="top" char=".">0.45</td>
<td align="char" valign="top" char=".">0.1</td>
</tr>
<tr>
<td align="left" valign="top">MG-<italic>vs</italic>-HG</td>
<td align="center" valign="top">1</td>
<td align="char" valign="top" char=".">0.267</td>
<td align="char" valign="top" char=".">0.267</td>
<td align="char" valign="top" char=".">2.18</td>
<td align="char" valign="top" char=".">0.35</td>
<td align="char" valign="top" char=".">0.1</td>
</tr>
<tr>
<td align="left" valign="top">FG-<italic>vs</italic>-MG-<italic>vs</italic>-HG</td>
<td align="center" valign="top">2</td>
<td align="char" valign="top" char=".">0.572</td>
<td align="char" valign="top" char=".">0.286</td>
<td align="char" valign="top" char=".">2.23</td>
<td align="char" valign="top" char=".">0.42</td>
<td align="char" valign="top" char=".">0.007&#x002A;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>DF, degree of freedom.</p>
<p>&#x002A;Indicates statistically significant at <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01.</p>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Similarity in the composition of bacterial community in three gut-regions of the termite, <italic>C. formosanus</italic>. <bold>(A)</bold> Representation of the UPGMA-based clustering dendrogram showing the distance matrix information between the samples while <bold>(B,C)</bold> depict principal coordinate analysis and nonmetric multidimensional scaling analyses of the bacterial communities in the gut system of the termite.</p>
</caption>
<graphic xlink:href="fmicb-15-1395568-g006.tif"/>
</fig>
</sec>
<sec id="sec14">
<label>3.3</label>
<title>Taxonomic structure of the bacterial community in <italic>Coptotermes formosanus</italic></title>
<p>To characterize the phylogenetic affiliations of the bacterial communities associated with different gut-regions of the termite, <italic>C. formosanus</italic>, we analyzed gene sequencing of the community DNA. Overall, the identified bacteria were represented by 26 different phyla in the gut system of <italic>C. formosanus</italic>. All of the gut regions represented dominance of the Bacteroidetes with 30.2, 43.5, and 56.9%, respectively, in foregut, midgut and hindgut of the termite. However, after Bacteroidetes, the gut systems exhibited variable dominance of different phyla such as foregut, sheltered 28.9% of the Proteobacteria accounting for second dominant phylum in that region (<xref ref-type="fig" rid="fig7">Figure 7</xref>). In contrast, midgut and hindgut were dominated by Firmicutes and Spirochaetes with 21.2 and 23.3% abundance, respectively. In the foregut and midgut regions, the bacteria from 7 different phyla <italic>viz.</italic>, Bacteroidetes, Spirochaetes, Cyanobacteria, Firmicutes, Proteobacteria, Planctomycetes and Actinobacteria comprised over 97.73% and 96.58% of the total prokaryotic communities. However, the hindgut region was dominated by the members of Bacteroidetes, Spirochaetes and Firmicutes together with Verrucomicrobia that accounted for over 94% of the observed bacteria. One astonishing feature was the predominance of Verrucomicrobia in the hindgut where it contributed 4.78%, however its load in the foregut and midgut regions was very low (0.89 and 0.95% respectively). The members of the phylum Planctomycetes showed higher abundance in the foregut among the three gut-regions where it comprised over 2.39% as compared to midgut (0.33%) and hindgut (0.03%). Among the gut regions, the highest number of bacterial phyla were represented in midgut, i.e., 23 phyla followed by foregut that harbored the members of 22 bacterial phylotypes (<xref ref-type="fig" rid="fig7">Figure 7</xref>). However, bacteria belonging to only 18 phyla were represented in the hindgut signifying the autochthonous characteristic of some particular phylotypes like Bacteroidetes and Spirochaetes. The other phyla such as Actinobacteria, Verrucomicrobia, Synergistetes, Elusimicrobia and Tenericutes etc. were represented in lower fraction ranging from 0.03 to 4.8% in different regions of the gut of <italic>C. formosanus</italic>.</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Taxonomic profiles of gut bacterial communities in the gut system of <italic>C. formosanus</italic>. A Cluster dendrogram calculated from the Bray&#x2013;Curtis dissimilarity in bacterial community structure based on 16S rRNA gene amplicon sequencing, together with the distribution of OTUs into bacterial phyla and heat map representation of relative abundance of dominant OTUs from 4 major bacterial phyla in gut-regions of <italic>C. formosanus</italic>. ANOSIM R was equal to 0.877 with <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05.</p>
</caption>
<graphic xlink:href="fmicb-15-1395568-g007.tif"/>
</fig>
<p>A total of bacteria affiliated to 142 families were observed in the gut system of <italic>C. formosanus</italic>, being highest, i.e., 120 families in the foregut, and then midgut (117 families). Out of the total observed families of bacteria, highest dominance was exhibited by Porphyromonadaceae being 53.5, 40.6 and 28.1% in the hindgut, midgut and foregut, respectively. After Porphyromonadaceae, the second most abundant family was Spirochaetaceae showing, 21.6, 16.5, and 9.0% in hindgut, midgut, and foregut, respectively. Similarly, the abundance of the Lachnospiraceae were higher in the midgut represented by 16.8%. The members of all other families such as Enterobacteriaceae, Moraxellaceae, Streptococcaceae, Caulobacteraceae, Rikenellaceae, etc. were found in lower numbers.</p>
</sec>
<sec id="sec15">
<label>3.4</label>
<title>Analysis of the unique and enriched taxa specific to gut-regions</title>
<p><italic>Coptotermes formosanus</italic> harbored a considerable diversity of bacteria belonging to 26 different phyla and 352 known genera. The members of the phyla like <italic>Deinococcus thermus</italic>, <italic>Chlamydiae</italic>, <italic>Candidate phylum_TM6</italic>, and <italic>Armatimonadetes</italic>, etc. were specific to particular gut regions (<xref rid="SM1" ref-type="supplementary-material">Supplementary additional file 1</xref>). The bacteria belonging to lineages of <italic>Candidate_phylum</italic>_TM6, and <italic>Chlamydiae</italic> were uniquely observed in foregut while the members of the bacterial groups such as <italic>Deinococcus thermus,</italic> and <italic>Armatimonadetes</italic> were shared by foregut and midgut regions.</p>
<p>Similar to the phyla distribution, the lowest number (80) of bacterial families were observed in the hindgut. At the family level description, the top 10 families including Porphyromonadaceae contributed about 69.3% of the foregut bacteria (<xref ref-type="fig" rid="fig8">Figure 8</xref>). The midgut was dominated by Lachnospiraceae (16.8%) and Spirochaetaceae (16.5%) after Porphyromonadaceae (40.6%). Unlike foregut and midgut, the hindgut possessed members of 80 bacterial families being dominated by the Porphyromonadaceae (53.5%) and Spirochaetaceae (21.6%). The most dominant 10 families occupied about 84.9 and 84.7% of the bacterial families in the midgut and hindgut, respectively. The members of the families like Streptococcaceae, Enterobacteriaceae, and Leuconostocaceae were found more in the foregut region while species of Lachnospiraceae were uniquely abundant in the midgut region.</p>
<fig position="float" id="fig8">
<label>Figure 8</label>
<caption>
<p>Region-wise distribution and abundance of the top 10 bacterial families in the gut system of wood-feeding termite, <italic>C. formosanus</italic>.</p>
</caption>
<graphic xlink:href="fmicb-15-1395568-g008.tif"/>
</fig>
<p>The identified bacteria from all the gut regions were found affiliated with 352 known genera apart from some unclassified species (<xref ref-type="fig" rid="fig9">Figure 9</xref>). The top 20 genera and their abundances in the gut-regions are shown in <xref ref-type="table" rid="tab4">Table 4</xref>. At the genus level, <italic>Candidatus</italic> Azobacteroides was the most dominant throughout the gut system represented by 27.5, 39.8, and 51.7%, respectively, in the foregut, midgut, and hindgut. The Lactobacillaceae represented by <italic>Weissella</italic>, and <italic>Lactobacillus</italic> were majorly found in the foregut. Noteworthy, gut cluster 15 was highly abundant (15.8%) in the midgut after <italic>Candidatus</italic> Azobacteroides. However, the Moraxellaceae represented by <italic>Acinetobacter</italic> showed slight variations in the abundance between midgut (3.2%) and foregut (3.3%). The members of the genera like <italic>Candidatus</italic> and <italic>Treponema</italic> were most dominant in the hindgut showing 1.8 and 1.2-fold abundances when compared with foregut and midgut, respectively (<xref ref-type="fig" rid="fig9">Figure 9</xref>).</p>
<fig position="float" id="fig9">
<label>Figure 9</label>
<caption>
<p>Genera-wise distribution and relative abundance of the bacteria in the gut-regions of the termite.</p>
</caption>
<graphic xlink:href="fmicb-15-1395568-g009.tif"/>
</fig>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Relative abundance of the top 20 bacterial genera in different gut-regions of the wood-feeding termite, <italic>C. formosanus</italic>.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Bacterial genera</th>
<th align="center" valign="top" colspan="3">Relative abundance %</th>
<th align="center" valign="top" rowspan="2">Average relative abundance in whole gut (%)</th>
</tr>
<tr>
<th align="center" valign="top">FG</th>
<th align="center" valign="top">MG</th>
<th align="center" valign="top">HG</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top"><italic>Candidatus_azobacteroides</italic></td>
<td align="char" valign="top" char=".">27.5</td>
<td align="char" valign="top" char=".">39.8</td>
<td align="char" valign="top" char=".">51. 7</td>
<td align="char" valign="top" char=".">33.7</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Treponema</italic></td>
<td align="char" valign="top" char=".">6.9</td>
<td align="char" valign="top" char=".">12.7</td>
<td align="char" valign="top" char=".">15.9</td>
<td align="char" valign="top" char=".">9.8</td>
</tr>
<tr>
<td align="left" valign="top">Gut_cluster</td>
<td align="char" valign="top" char=".">1.8</td>
<td align="char" valign="top" char=".">15.8</td>
<td align="char" valign="top" char=".">1.9</td>
<td align="char" valign="top" char=".">8.8</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Acinetobacter</italic></td>
<td align="char" valign="top" char=".">3.3</td>
<td align="char" valign="top" char=".">3.2</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">3.3</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Termite_group</italic></td>
<td align="char" valign="top" char=".">0.2</td>
<td align="char" valign="top" char=".">0.7</td>
<td align="char" valign="top" char=".">2.4</td>
<td align="char" valign="top" char=".">0.5</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Brevundimonas</italic></td>
<td align="char" valign="top" char=".">1.0</td>
<td align="char" valign="top" char=".">2.4</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">1.7</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Enhydrobacter</italic></td>
<td align="char" valign="top" char=".">2.9</td>
<td align="char" valign="top" char=".">0.2</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">1.5</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Candidatus_armantifilum</italic></td>
<td align="char" valign="top" char=".">0.4</td>
<td align="char" valign="top" char=".">0.5</td>
<td align="char" valign="top" char=".">1.3</td>
<td align="char" valign="top" char=".">0.5</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Candidatus_arthromitus</italic></td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">0.9</td>
<td align="char" valign="top" char=".">0.5</td>
<td align="char" valign="top" char=".">0.5</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Weissella</italic></td>
<td align="char" valign="top" char=".">1.0</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">0.5</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Dysgonomonas</italic></td>
<td align="char" valign="top" char=".">0.2</td>
<td align="char" valign="top" char=".">0.3</td>
<td align="char" valign="top" char=".">0.5</td>
<td align="char" valign="top" char=".">0.3</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Serratia</italic></td>
<td align="char" valign="top" char=".">0.9</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">0.5</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Rs-D38_Termite group</italic></td>
<td align="char" valign="top" char=".">0.2</td>
<td align="char" valign="top" char=".">0.4</td>
<td align="char" valign="top" char=".">0.3</td>
<td align="char" valign="top" char=".">0.3</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Lactobacillus</italic></td>
<td align="char" valign="top" char=".">0.8</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">0.4</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Incertae_Sedis_34</italic></td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">0.5</td>
<td align="char" valign="top" char=".">0.2</td>
<td align="char" valign="top" char=".">0.3</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Endomicrobium</italic></td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">0.5</td>
<td align="char" valign="top" char=".">0.2</td>
<td align="char" valign="top" char=".">0.3</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Ruminococcus</italic></td>
<td align="char" valign="top" char=".">0.1</td>
<td align="char" valign="top" char=".">0.2</td>
<td align="char" valign="top" char=".">0.4</td>
<td align="char" valign="top" char=".">0.2</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Stenotrophomonas</italic></td>
<td align="char" valign="top" char=".">0.6</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">0.4</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Planctomyces</italic></td>
<td align="char" valign="top" char=".">0.7</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">0.4</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Azospirillum</italic></td>
<td align="char" valign="top" char=".">0.2</td>
<td align="char" valign="top" char=".">0.5</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">0.3</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Pseudomonas</italic></td>
<td align="char" valign="top" char=".">0.4</td>
<td align="char" valign="top" char=".">0.2</td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">0.3</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Alistipes</italic></td>
<td align="char" valign="top" char=".">&#x003C;0.1</td>
<td align="char" valign="top" char=".">0.2</td>
<td align="char" valign="top" char=".">0.4</td>
<td align="char" valign="top" char=".">0.2</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Termite_cockroach_cluster</italic></td>
<td align="char" valign="top" char=".">0.3</td>
<td align="char" valign="top" char=".">0.8</td>
<td align="char" valign="top" char=".">0.9</td>
<td align="char" valign="top" char=".">0.5</td>
</tr>
<tr>
<td align="left" valign="top">Uncultured bacteria</td>
<td align="char" valign="top" char=".">1.6</td>
<td align="char" valign="top" char=".">1.6</td>
<td align="char" valign="top" char=".">2.4</td>
<td align="char" valign="top" char=".">1.6</td>
</tr>
<tr>
<td align="left" valign="top">Other genera</td>
<td align="char" valign="top" char=".">16.8</td>
<td align="char" valign="top" char=".">8.4</td>
<td align="char" valign="top" char=".">6.7</td>
<td align="char" valign="top" char=".">12.6</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>FG, foregut; MG, midgut; HG, hindgut.</p>
</table-wrap-foot>
</table-wrap>
<p>Among the gut-regions, Ruminicoccaceae was more abundant in hindgut that were classified as Termite group_aaa (OTU_13, OTU_73, OTU_79), Termite cockroach cluster (OTU_134), Gut_cluster_6 (OTU_152), Gut_cluster_7 (OTU_224), and uncultured_12 (OTU_76, OTU_33), <italic>Ruminicoccus</italic>_2 (OTU_71, OTU_116) (<xref rid="SM1" ref-type="supplementary-material">Supplementary additional file 2</xref>). The NCBI BLAST analysis for many OTUs from hindgut matched with uncultured <italic>Treponema</italic> 16S rRNA gene clones isolated from the gut of other termites such as <italic>Reticulitermes speratus</italic> and Formosan subterranean termite, etc. However, some <italic>Treponema</italic> represented OTUs showed confidence levels &#x003C;90%, signifying the presence of possible novel <italic>Treponema</italic> phylotypes in <italic>C. formosanus</italic> (<xref ref-type="fig" rid="fig10">Figure 10</xref>).</p>
<fig position="float" id="fig10">
<label>Figure 10</label>
<caption>
<p><bold>(A)</bold> Ternary plot demonstrating the enriched OTU particular to the gut region of the termite. <bold>(B)</bold> Phylogenetic tree revealing the taxonomic classification and relatedness of the enriched OTUs drawn on the basis of metagenomic sequences of the bacterial community in the gut-regions of the <italic>C. formosanus</italic>. Only nodes with bootstrap values based on 1,000 replicates &#x003E;90% (&#x25CF;) and &#x003E;50% (&#x03BF;) are marked.</p>
</caption>
<graphic xlink:href="fmicb-15-1395568-g010.tif"/>
</fig>
<p>Out of the total OTUs, only 44 OTUs were enriched in individual gut regions. Among these unique OTUs, majority 28 (63.6%) were sheltered in the foregut, while only 2 OTUs (OTU_03, and OTU_94) representing gut cluster_15, and gut cluster_13 from Lachnospiraceae were predominantly enriched in the midgut. The number of the unique OTUs enriched in the hindgut was 14 that were affiliated with Ruminicoccaceae, Termite gut cluster, Rhodocyclaceae, Porphyromonadaceae, Spirochaetaceae, Veillonellaceae besides some uncultured taxa (<xref ref-type="fig" rid="fig10">Figure 10</xref>). Among the 26 bacterial families that enriched in the gut system, the LEfSe indicated the enrichment of the Spirochaetaceae, Veillonellaceae, and Rhodocyclaceae in the hindgut while none of the families were enriched in the midgut (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S3</xref>). The highest and most diverse bacteria were enriched in the foregut (23 families) probably due to its immediate contact with the surrounding environment ingested some environmental bacteria with food.</p>
</sec>
<sec id="sec16">
<label>3.5</label>
<title>Putative functional profile of the bacteria toward lignocellulose digestion</title>
<p>The functional profiling of the metagenomic data revealed shared metabolic signatures of bacterial communities residing in the foregut, midgut, and hindgut of <italic>C. formosanus</italic>. The bacteria showed a diverse array of symbiotic functions, such as carbohydrate and amino acid metabolisms, detoxification, and degradation of xenobiotics and terpenoids besides many other pivotal roles (<xref ref-type="fig" rid="fig11">Figure 11</xref>). The carbohydrate and energy metabolisms were perpetual processes for the gut microbiota system of the lower wood-feeding termite, showing 12&#x2013;13% and ~7% relative abundances among the gut-regions, respectively (<xref ref-type="fig" rid="fig11">Figure 11</xref>). For energy metabolism, the Tukey&#x2019;s HSD test was significant when the functions of bacteria from hindgut were compared with foregut and midgut regions (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). However, the relative abundance of different metabolic modules assigned to the carbohydrate metabolism (<xref ref-type="fig" rid="fig11">Figure 11B</xref>) was statistically insignificant among the gut-regions indicating it as a continuous process.</p>
<fig position="float" id="fig11">
<label>Figure 11</label>
<caption>
<p>Putative functional profile of the bacterial symbionts in the gut of <italic>C. formosanus</italic>. <bold>(A)</bold> Metabolic pathway information of the bacterial symbionts based on KEGG prediction and KO abundance. <bold>(B)</bold> Heatmap of the relative abundance of modules related to carbohydrate metabolism identified in prokaryotic microbiomes of <italic>C. formosanus</italic>. &#x002A;<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05 indicates statistical significance of particular functions of bacteria between gut-regions based on Tukey HSD test. The abbreviations FG, MG, and HG denote the 3 sample replicates each of the foregut, midgut, and hindgut regions of the termite under consideration.</p>
</caption>
<graphic xlink:href="fmicb-15-1395568-g011.tif"/>
</fig>
</sec>
<sec id="sec17">
<label>3.6</label>
<title>Symbiosis of the bacteria with the host for other metabolic functions</title>
<p>Besides energy and glycan metabolisms, the bacterial communities of the hindgut were chiefly involved in cellular processes like signal transduction and cell motility. Since the foregut acts as the main recipient of the environmental bacteria it showed higher (&#x003E;4.1%) relative abundance toward detoxification mechanisms like xenobiotic and terpenoid degradation. The relative abundance of lipid metabolism was above 3.8 and 3.7% in the anterior gut (foregut and midgut) when compared to the hindgut which showed a lower amount of sequence reads, i.e., 3.3% (<xref ref-type="fig" rid="fig11">Figure 11</xref>). The functional profiles calculated from the KEGG Orthology (KO) database of prokaryotes revealed sequence reads that encode for environmental adaptation were predominant in the hindgut with a relative abundance of 0.0025. The BugBase analysis demonstrated a high prevalence of the gram-positive and biofilm-forming bacteria in the midgut (4.2%), followed by the foregut (3.9%) while the hindgut showed a higher abundance of aerobic, and gram-negative bacteria affiliated with Bacteroidetes (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S4</xref>). The foregut being a major hub for reception of the environmental microorganisms showed predominance of anaerobic/facultative anaerobes and mobile-element-containing bacteria having high stress tolerance potentially oxidative stress imposed by the lignin contents of the diet besides the toxicity caused by some pathogens ingested from the environment. The representation of the gram-positive bacteria was observed least in the hindgut. The major community of the biofilm-forming bacteria was comprised of the members belonging to the phyla of Spirochaetes, Proteobacteria, and Firmicutes from midgut (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S3E</xref>). Likewise, most of the Bacteroidetes members formed anaerobic consortium that were found abundant in the hindgut, however, least in the foregut.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec18">
<label>4</label>
<title>Discussion</title>
<p>The gut microbial symbionts are known to provide a diverse array of services to the host including eusociality, nutrition, immunity, and digestive symbiosis (<xref ref-type="bibr" rid="ref121">Warnecke et al., 2007</xref>; <xref ref-type="bibr" rid="ref24">Dar et al., 2021a</xref>,<xref ref-type="bibr" rid="ref23">b</xref>, <xref ref-type="bibr" rid="ref25">2022</xref>, <xref ref-type="bibr" rid="ref26">2024</xref>; <xref ref-type="bibr" rid="ref129">Zhang et al., 2023</xref>). During the last three decades, a plethora of information has been accumulated regarding the diversity and functions of microbiota within termite gut systems (<xref ref-type="bibr" rid="ref106">Sun et al., 2014</xref>; <xref ref-type="bibr" rid="ref14">Brune and Dietrich, 2015</xref>; <xref ref-type="bibr" rid="ref98">Scharf and Peterson, 2021</xref>). Despite numerous studies characterizing hindgut microbial communities, there remains a notable gap in our understanding of the structure and complexity of bacteria in individual gut-regions, particularly the foregut, and midgut of termites. Moreover, the functions of symbiotic bacteria in specific gut-regions of termites are still not well-defined. To this end, we demonstrate the variety of microbial communities sheltered in individual gut-regions of the wood-feeding termite, <italic>C. formosanus</italic> by dissecting over 1,000 gut samples from worker termites and analyzed their metagenomes to identify bacterial symbionts. The observed results demonstrate significant differences in the composition of bacterial communities across the foregut, midgut, and hindgut regions of the wood-feeding termites. This report contributes to the existing knowledge of gut bacterial communities, particularly in previously understudied foregut and midgut regions, besides shedding light on the metagenomics of the hindgut in wood-feeding lower termites. Importantly, this study represents the first comprehensive investigation into the diversity and composition of bacterial symbionts across the spatial structure of the gut system of wood-feeding lower termites, particularly <italic>C. formosanus</italic>. In this perspective, the present study may serve as the basis for future research focused on the localization, characterization, diversity, and functional analysis of termite gut bacterial symbionts.</p>
<p>The generated metagenomic libraries revealed that <italic>C. formosanus</italic> harbors a diverse array of bacterial symbionts in its gut system. The cumulative abundance of Bacteroidetes, Spirochaetes, Firmicutes, Proteobacteria, and Actinobacteria in all the three gut-regions of <italic>C. formosanus</italic> were 43.5, 17.2, 17.1, 14, and 2.3%, respectively. Notably, the abundance of Bacteroidetes in our data sets (30.2, 43.5, and 56.9% in the foregut, midgut, and hindgut respectively) exceeded that observed in some lower termites (<xref ref-type="bibr" rid="ref30">Dietrich et al., 2014</xref>), although, it was comparatively lower than the prevalence in closely related species like <italic>Coptotermes niger</italic> (<xref ref-type="bibr" rid="ref85">Noda et al., 2005</xref>) and other termites (<xref ref-type="bibr" rid="ref81">Nakajima et al., 2006</xref>; <xref ref-type="bibr" rid="ref69">Liu et al., 2013</xref>; <xref ref-type="bibr" rid="ref73">Makonde et al., 2013</xref>). The abundance of other phyla that are metabolically diverse such as Elusimicrobia, and Synergistetes was almost similar among the termite&#x2019;s gut-regions (<xref ref-type="bibr" rid="ref75">M&#x00E9;heust et al., 2020</xref>). However, the absence of Fibrobacteres is surprising as it constitutes a prevalent member involved in rumen fermentations (<xref ref-type="bibr" rid="ref47">Hongoh et al., 2006</xref>; <xref ref-type="bibr" rid="ref76">Mikaelyan et al., 2015</xref>, <xref ref-type="bibr" rid="ref77">2017</xref>). The gut bacteria of <italic>C. formosanus</italic> can be categorized into 8 dominant families when considering their relative abundance of over 5% (<xref ref-type="fig" rid="fig8">Figure 8</xref>). At the family level, Porphyromonadaceae, Spirochaetaceae, Lachnospiraceae, Moraxellaceae, Enterobacteriaceae, Ruminicoccaceae, and Streptococcaceae exhibited the highest species richness across all three gut-regions. The majority of the taxa of these bacterial families prefer gut systems of termites and invertebrates, comprising a diverse array of genus-level lineages (<xref ref-type="bibr" rid="ref10">Bourguignon et al., 2018</xref>; <xref ref-type="bibr" rid="ref55">Huang et al., 2022</xref>; <xref ref-type="bibr" rid="ref128">Zhang et al., 2024</xref>). The dominance of Porphyromonadaceae is consistent with other lower termites such as <italic>Stolotermes ruficeps</italic> (<xref ref-type="bibr" rid="ref001">Reid et al., 2014</xref>). Most of the bacterial lineages, particularly Porphyromonadaceae, Ruminococcaceae, and Spirochaetaceae are typically associated with hindgut compartments, and high pH in cockroach gut that share a common ancestor with termites (<xref ref-type="bibr" rid="ref61">Lampert et al., 2019</xref>). Unlike the dominance of <italic>Treponema</italic> cluster Ic and If that are exclusive to higher termites (<xref ref-type="bibr" rid="ref60">K&#x00F6;hler et al., 2012</xref>; <xref ref-type="bibr" rid="ref30">Dietrich et al., 2014</xref>; <xref ref-type="bibr" rid="ref91">Rahman et al., 2015</xref>; <xref ref-type="bibr" rid="ref113">Tokuda et al., 2018</xref>), the higher abundance of <italic>Treponema</italic>_Ib and _Ia in <italic>C. formosanus</italic> corroborates with the consistency of these bacterial lineages in wood-feeding termite species like <italic>Globitermes brachycerastes</italic> (<xref ref-type="bibr" rid="ref68">Liu et al., 2019</xref>). Interestingly, few OTUs (OTU_17, OTU_58, and OTU_127) representing <italic>Treponema</italic> cluster Ic and <italic>Treponema</italic>_Ig lineages were found in the hindgut of the termite which is surprising and necessitates further research to comprehensively evaluate their co-speciation in termites. Many OTUs classified as Rs-D38 termite group affiliated with Rikenellaceae were prevalent throughout the gut system, exhibiting higher expression in the hindgut. The occurrence of Rs-D38 group in cockroaches and termites, especially in <italic>S. ruficeps</italic> (Stolotermitidae) and <italic>Incisitermes marginipennis</italic> (Kalotermitidae), emphasizes its adaptability to diverse habitats (<xref ref-type="bibr" rid="ref120">Ware et al., 2010</xref>; <xref ref-type="bibr" rid="ref30">Dietrich et al., 2014</xref>). Most of the Lachnospiraceae sequences affiliated with <italic>Incertae sedis</italic> 34 (OUTs_42), <italic>Candidatus</italic> Arthromitus (OTU_25, OTU_171), and Termite gut clusters (OTU_03, OTU_94, OTU_117) displayed higher abundance in the midgut. These lineages are generally less abundant in cockroaches, and many lower termites but are predominant in some higher termites (<xref ref-type="bibr" rid="ref59">Kohler, 2011</xref>).</p>
<p>The Synergistaceae, represented by the Termite cockroach cluster, was not among the most abundant families, however, it demonstrated a uniform distribution across the gut systems. Many studies have suggested that this family is underrepresented in DNA data sets (<xref ref-type="bibr" rid="ref001">Reid et al., 2014</xref>), while others highlighted its presence with <italic>Candidatus</italic> Tammella, playing crucial roles in amino acid fermentation within termite gut systems (<xref ref-type="bibr" rid="ref81">Nakajima et al., 2006</xref>; <xref ref-type="bibr" rid="ref49">Hongoh et al., 2007b</xref>). Though low in abundance, Tenericutes also exhibited uniform distribution among the gut-regions. This aligns with recent findings indicating the prevalence of Tenericutes in various termite and cockroach species (<xref ref-type="bibr" rid="ref30">Dietrich et al., 2014</xref>; <xref ref-type="bibr" rid="ref001">Reid et al., 2014</xref>). Nevertheless, the fate and distribution of major lineages like <italic>Candidatus</italic> Azobacteroides, <italic>Candidatus</italic> Armantifilum, <italic>Treponema</italic>_Ia, and <italic>Treponema</italic>_Ib, etc. that are present in all the three gut-regions (though with variable abundance) is worth further investigation and thorough attention. Irrespective of the absence of flagellates in the anterior gut-regions, these lineages persist throughout the entire gut system, suggesting that physiology, processed diet, and microenvironmental conditions play pivotal roles in the distribution and selection of these bacteria in termites (<xref ref-type="bibr" rid="ref60">K&#x00F6;hler et al., 2012</xref>; <xref ref-type="bibr" rid="ref76">Mikaelyan et al., 2015</xref>, <xref ref-type="bibr" rid="ref77">2017</xref>). Moreover, our analysis suggests that these bacteria might differ considerably with regards to species or strain level bacterial lineages in the case of the termites feeding on the same diet and across the gut system of the same hosts. These differences may further reflect their unique functions toward the metabolism of lignocellulose or other physiological processes of the host.</p>
<sec id="sec19">
<label>4.1</label>
<title><italic>Coptotermes formosanus</italic> harbors gut-region specific bacterial taxa</title>
<p>Indeed, our data showed that the composition of symbiotic bacteria in <italic>C. formosanus</italic> varies significantly concerning the structure as well as gut physiology of the termite. The highest &#x03B1;-diversity was observed in the foregut followed by the hindgut as revealed by Shannon and Simpson indices. This could be attributed primarily to the foregut&#x2019;s exposure to the environmental bacteria ingested through food (<xref ref-type="bibr" rid="ref8">Bignell et al., 2011</xref>). The higher diversity of bacterial symbionts in the hindgut is due to its large size and available surface area provided by flagellates, accommodating endo and ecto-symbionts (<xref ref-type="bibr" rid="ref101">Smith et al., 2017</xref>; <xref ref-type="bibr" rid="ref82">Nalepa, 2020</xref>). Flagellates also influence the composition of bacterial communities in termite guts (<xref ref-type="bibr" rid="ref001">Reid et al., 2014</xref>). Several species of Verrucomicrobia<italic>, Candidate phylum</italic>_SR1, <italic>Candidate phylum</italic>_BD1-5 besides Bacteroidetes, and Spirochaetes, dominant in the data sets of hindguts are well-known as ecto- and endo- symbionts of flagellates in termites (<xref ref-type="bibr" rid="ref50">Hongoh et al., 2007a</xref>, <xref ref-type="bibr" rid="ref51">2008a</xref>; <xref ref-type="bibr" rid="ref95">Sato et al., 2014</xref>, <xref ref-type="bibr" rid="ref94">2009</xref>). Notably, bacterial lineages like Porphyromonadaceae cluster_V, Spirochaetaceae_<italic>Treponema</italic> I, and Pseudomonadaceae, identified as endosymbionts of <italic>C. formosanus</italic> residing within the cells of cellulolytic protist <italic>Pseudotrichonympha grassii</italic>, have been associated with high redox potential in other termites and Surinam cockroach, <italic>Pycnoscelus surinamensis</italic> (<xref ref-type="bibr" rid="ref51">Hongoh et al., 2008a</xref>; <xref ref-type="bibr" rid="ref61">Lampert et al., 2019</xref>). Additionally, many sequences (OTU_135) from the hindgut represented by bristle-like uncultured bacteria were classified as <italic>Candidatus</italic> Symbiothrix, a taxon exclusive to termite guts, acting as ectosymbionts of protists coexisting with Spirochaetes (<xref ref-type="bibr" rid="ref50">Hongoh et al., 2007a</xref>). Although we observed a low abundance of <italic>Candidatus</italic> Symbiothrix in <italic>C. formosanus,</italic> it has been reported as highly dominant in other termites, including <italic>C. niger</italic> (<xref ref-type="bibr" rid="ref59">Kohler, 2011</xref>; <xref ref-type="bibr" rid="ref001">Reid et al., 2014</xref>). The observed low abundance of OTUs representing <italic>Candidatus</italic> Symbiothrix could be attributed to different geographical distributions and evolutionary history, as <italic>C. niger</italic> is native to neotropics having distinct biogeographical attributes (<xref ref-type="bibr" rid="ref20">Chouvenc et al., 2016</xref>).</p>
<p>The spatial structure of the bacteria in <italic>C. formosanus</italic> also showed an abundance of Proteobacteria (28.9%), Actinobacteria (4.5%), and Planctomycetes (2.3%) in the foregut. This could be attributed to their procurement from the environment through wood particles as Proteobacteria is the most diverse and largest bacterial group in the environment (<xref ref-type="bibr" rid="ref40">Guimaraes et al., 2020</xref>). The predominance of these bacterial phylotypes aligns with previous findings (<xref ref-type="bibr" rid="ref115">Utami et al., 2018</xref>; <xref ref-type="bibr" rid="ref25">Dar et al., 2022</xref>), suggesting their symbiosis and functional roles in <italic>C. formosanus</italic>. These inferences are further evidenced by our previous observations that demonstrated Proteobacteria, as the dominant culturable phylotype in the termite&#x2019;s gut-regions (<xref ref-type="bibr" rid="ref25">Dar et al., 2022</xref>). Among the Proteobacteria, members of the Enterobacteriaceae and Moraxellaceae of the class Gamma proteobacteria were well represented across the foregut (7.39 and 6.26%) and midgut (1.9 and 3.46% relative abundance). Similarly, Lachnospiraceae (16.8%), and Caulobacteraceae (2.43%) were more abundant in the midgut as compared to the hindgut among the dominant families of class Clostridia, and Alphaproteobacteria, respectively. The abundances of Enterobacteriaceae and Moraxellaceae have been influenced by factors like low pH and high partial pressure of hydrogen ions in the cockroach gut (<xref ref-type="bibr" rid="ref61">Lampert et al., 2019</xref>). Majority of the OTUs representing Actinobacteria (OTUs_93, OTU_185, OTU_48, OTU_144, and OTU_195) from <italic>Streptomyces</italic> lineage, displayed higher abundance in the foregut, reflecting their role in secreting antibiotics and secondary antimicrobial compounds to inhibit incoming pathogens in termite guts (<xref ref-type="bibr" rid="ref116">Visser et al., 2012</xref>; <xref ref-type="bibr" rid="ref2">Arango et al., 2016</xref>). The foregut of <italic>C. formosanus</italic> was also densely colonized by several deep-branching lineages of Planctomycetes (such as <italic>Planctomyces</italic>_1<italic>, Isosphaera, Gemmata</italic>), akin to the hindgut of soil feeding higher termite, <italic>Cubitermes</italic> spp. (<xref ref-type="bibr" rid="ref002">K&#x00F6;hler et al., 2008</xref>).</p>
<p>The physicochemical microenvironment of the gut has been recognized as a strong selective factor that determines the composition of the gut-region-specific bacterial lineages in termites (<xref ref-type="bibr" rid="ref6">Bauer et al., 2015</xref>; <xref ref-type="bibr" rid="ref77">Mikaelyan et al., 2017</xref>). Alterations in intestinal pH induce modifications in microbial composition, reducing or eliminating the pathogenic bacteria sensitive to acidic conditions while favoring acid-resistant microbes (<xref ref-type="bibr" rid="ref80">Mroz et al., 2002</xref>). The higher presence of the <italic>Lactobacillus</italic> (OTU_45, OTU_175, and OTU_176) in the foregut corroborates with their role in the putative fermentation of ingested sugars created due to maceration of wood leading to the slightly acidic environment. However, the low amount of <italic>Lactobacillus</italic> in the midgut and hindgut could be attributed to low concentrations of lactate caused by the high turnover of the compound (<xref ref-type="bibr" rid="ref109">Tholen and Brune, 2000</xref>). Moreover, the microbial activities in gut compartments give rise to steep radial gradients of oxygen, hydrogen, and potentially other metabolites that in turn determine the community structure of symbiotic bacteria (<xref ref-type="bibr" rid="ref57">Kappler and Brune, 2002</xref>; <xref ref-type="bibr" rid="ref60">K&#x00F6;hler et al., 2012</xref>; <xref ref-type="bibr" rid="ref83">Ngugi and Brune, 2012</xref>). It has been hypothesized that the [FeFe] hydrogenases and putative [FeFe] hydrogen sensors of <italic>Treponema primitia</italic>, whose homologs are abundantly represented in the metagenomes of <italic>Nasutitermes corniger</italic> (<xref ref-type="bibr" rid="ref121">Warnecke et al., 2007</xref>), are not only involved in reductive acetogenesis but also assist spirochetes in locating optimal positions within hydrogen gradients (<xref ref-type="bibr" rid="ref5">Ballor et al., 2012</xref>).</p>
<p>Another factor that can rapidly change the microbial profile in termite gut is diet (<xref ref-type="bibr" rid="ref27">David et al., 2014</xref>; <xref ref-type="bibr" rid="ref76">Mikaelyan et al., 2015</xref>). Progressive changes in the availability and complexity of polysaccharides in lignocellulose during gut passage (<xref ref-type="bibr" rid="ref113">Tokuda et al., 2018</xref>), together with a longer retention time of digesta in the hindgut, contributes to the relative abundance of specialized taxa like Bacteroidetes (<xref ref-type="bibr" rid="ref77">Mikaelyan et al., 2017</xref>). Furthermore, variations in the chemical composition of the digesta along the gut passage (e.g., predominant oxidation of lignin in the foregut and midgut) also influence the structure of the microbial communities (<xref ref-type="bibr" rid="ref22">Coy et al., 2010</xref>). These observations strongly support the notion that niche heterogeneity within microbial environments is a key determinant of community structure (<xref ref-type="bibr" rid="ref127">Yang et al., 2005</xref>) and aligns with the unique diversity observed in different gut fractions of <italic>C. formosanus</italic>.</p>
</sec>
<sec id="sec20">
<label>4.2</label>
<title>Bacterial symbionts contribute to the digestion of <italic>Coptotermes formosanus</italic></title>
<p><italic>Coptotermes formosanus</italic> being a socio-economic pest of wood, efficiently degrades the lignocellulose-based diets in collaboration with gut symbionts including bacteria (<xref ref-type="bibr" rid="ref100">Shinzato et al., 2005</xref>; <xref ref-type="bibr" rid="ref35">Geng et al., 2018b</xref>; <xref ref-type="bibr" rid="ref25">Dar et al., 2022</xref>). Previous studies have reported that Proteobacteria and Actinobacteria, significantly contribute to the lignocellulose digestion in the hindgut of <italic>Holotrichia parallela</italic> larvae (<xref ref-type="bibr" rid="ref54">Huang et al., 2012</xref>). Consequently, the predominance of these bacteria in the foregut and hindgut of <italic>C. formosanus</italic> suggests their potential roles in plant cell wall digestion, thereby supplying energy and nutrients to the host (<xref ref-type="bibr" rid="ref54">Huang et al., 2012</xref>). Similarly, the occurrence of Bacteroidetes throughout the gut system, with higher abundance in the hindgut of <italic>C. formosanus</italic> (<xref ref-type="fig" rid="fig12">Figure 12</xref>), aligns with their recognized involvement in fermentative metabolism and hydrolysis of plant-derived oligosaccharides (<xref ref-type="bibr" rid="ref52">Hongoh et al., 2008b</xref>; <xref ref-type="bibr" rid="ref38">Ghanbari et al., 2015</xref>). The higher abundance of Bacteroidetes in the hindgut also corresponds to their obligately anaerobic nature, underscoring their proficiency in polysaccharide fermentation, generating essential molecules such as acetate, and butyrate, absorbed by the host (<xref ref-type="bibr" rid="ref88">Pan et al., 2023</xref>). Moreover, Spirochaetes are lauded for complementing reductive acetogenesis and nitrogen fixation activities in termites (<xref ref-type="bibr" rid="ref111">Tokuda, 2021</xref>). The gram-positive, <italic>Leuconostoc</italic> is advantageous to the host by fermenting a variety of polysaccharides, mannitol, vitamins K, and bacteriocins, and catalyzes the hydrolysis of &#x03B1;-galactosides (<xref ref-type="bibr" rid="ref122">Weymarn et al., 2002</xref>; <xref ref-type="bibr" rid="ref108">Sybesma et al., 2003</xref>; <xref ref-type="bibr" rid="ref45">Hemme and Foucaud-Scheunemann, 2004</xref>). Recently <italic>Leuconostoc pseudomesenteroides</italic> has been found to restore intestinal disorders induced by high-fat diets (<xref ref-type="bibr" rid="ref107">Sun et al., 2020</xref>). The elevated abundance of these phylotypes in the anterior gut of <italic>C. formosanus</italic> signposts their involvement in lignocellulose digestion and fermentation, alongside potential roles in maintaining intestinal homeostasis. Further, the higher abundance of bacterial lineages like uncultured members of the &#x201C;<italic>Treponema</italic> I&#x201D; clade, Cluster_IV, <italic>Dysgonomonas</italic>, <italic>Candidatus</italic> Armantifilum, <italic>Candidatus</italic> Azobacteroides, <italic>Ruminococcus</italic>_2, and the Termite_cockroach_cluster, etc. that represent the lignocellulolytic community (<xref ref-type="bibr" rid="ref113">Tokuda et al., 2018</xref>) throughout the gut system signifies the continuous degradation of the lignocellulose by the termite. Nonetheless, the low abundance or absence of some lineages among the gut-regions could be attributed particularly to the changes in the structure and composition of the processed lignocellulose-based diet besides the microenvironmental conditions and presence of flagellates in the termite gut system (<xref ref-type="bibr" rid="ref7">Benjamino et al., 2018</xref>).</p>
<fig position="float" id="fig12">
<label>Figure 12</label>
<caption>
<p>A proposed model for region-wise diversity and abundance of bacterial symbionts in the gut system of wood-feeding termite, <italic>Coptotermes formosanus</italic>, where they perform a variety of functions for the host in a collaborative fashion.</p>
</caption>
<graphic xlink:href="fmicb-15-1395568-g012.tif"/>
</fig>
</sec>
<sec id="sec29">
<label>4.3</label>
<title>Bacterial symbionts augment the nitrogen metabolism and defense of the termites</title>
<p>The gut microbiota not only aids in the digestion of plant fiber but also plays a crucial function in the nitrogen economy and immunity of the termites. Hitherto, numerous nitrogen-fixing bacterial strains have been identified from termite guts, though a majority of them are unculturable. The enormous diversity of nifH genes observed in termite guts stipulates that nitrogen fixation capabilities are attributed to Spirochaetes, Clostridiales, Bacteroidetes, and other gut-bacterial symbionts (<xref ref-type="bibr" rid="ref67">Lilburn et al., 2001</xref>; <xref ref-type="bibr" rid="ref121">Warnecke et al., 2007</xref>; <xref ref-type="bibr" rid="ref126">Yamada et al., 2007</xref>; <xref ref-type="bibr" rid="ref52">Hongoh et al., 2008b</xref>; <xref ref-type="bibr" rid="ref28">Desai and Brune, 2012</xref>), predominantly observed in the gut-metagenomes of <italic>C. formosanus</italic> (<xref ref-type="fig" rid="fig12">Figure 12</xref>). Our results are congruent with previous findings indicating that the endosymbiont, <italic>Candidatus</italic> Azobacteroides <italic>pseudotrichonymphae</italic> (<xref ref-type="bibr" rid="ref86">Noda et al., 2007</xref>; <xref ref-type="bibr" rid="ref52">Hongoh et al., 2008b</xref>) serves as the most significant diazotroph in the gut of <italic>C. formosanus</italic>, that possess nif genes. The presence of the diazotroph, <italic>Candidatus</italic> Azobacteroides, and Spirochetes like <italic>Treponema</italic> spp. throughout the gut system of <italic>C. formosanus</italic> also signposts its importance in nitrogen metabolism of the termite (<xref ref-type="fig" rid="fig9">Figure 9</xref>) as these symbionts are known to express paralogs of <italic>nifH</italic> genes (<xref ref-type="bibr" rid="ref28">Desai and Brune, 2012</xref>; <xref ref-type="bibr" rid="ref111">Tokuda, 2021</xref>). Recent identifications of many nitrogenase-encoding genes from Treponematales and Enterobacteriaceae in higher termite gut metagenomes further substantiate these findings (<xref ref-type="bibr" rid="ref3">Arora et al., 2022</xref>). Moreover, termite guts contain nitrogenous residues derived from the cell biomass of bacteria (<xref ref-type="bibr" rid="ref44">He et al., 2013</xref>; <xref ref-type="bibr" rid="ref68">Liu et al., 2019</xref>), therefore, multiple KOs relevant to protein degradation, amino acid metabolism, cofactors, and vitamin metabolisms were enriched in the metagenomes of termite gut, particularly in the foregut and midgut. The anterior gut is mainly responsible for the elimination of environmental and allochthonous bacteria. Noteworthy, the dominance of Firmicutes in the anterior gut (foregut and midgut) of <italic>C. formosanus</italic> signifies its possible involvement in protein degradation, maintenance of gut homeostasis, and the development of host immunity (<xref ref-type="bibr" rid="ref21">Colston and Jackson, 2016</xref>). Furthermore, the higher abundance of biofilm-forming bacteria in the anterior gut regions confers advantages to the termite by fortifying host defenses, augmenting nutrient exchange, and preventing the colonization of pathogens (<xref ref-type="bibr" rid="ref114">Tytgat et al., 2019</xref>). The unique occurrence of the <italic>Deinococcus</italic> and <italic>Armatimonadetes</italic> in the anterior gut (foregut and midgut) could be augmenting the metabolism of terpenoids and polyketides and preventing stress from the secondary metabolites present in the wood (<xref ref-type="bibr" rid="ref37">Gerber et al., 2015</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec21">
<label>5</label>
<title>Conclusion</title>
<p>In this study, we have described the biodiversity of bacteria within the less studied gut regions of wood-feeding lower termite. Our findings suggest that despite feeding on a single diet (wood) there is a high degree of uniqueness among the phylogenetic lineages of bacteria within the gut systems of <italic>C. formosanus</italic>. The high specificity of the bacterial symbionts in different gut compartments of the termite provides strong evidence that microbial communities might be shaped by the environmental factors prevailing in the respective microhabitats. Further, the variable distribution pattern of the bacterial phylotypes among the gut-regions indicates unique functions toward the host physiology particularly in the complex processing of lignocellulose digestion and energy metabolism. Although the metagenomic analysis provided thorough insights into the bacterial diversity residing in the individual gut-regions of <italic>C. formosanus</italic>. A combined meta-analysis based on the metagenomic and metatranscriptomic research is inspired to better understand the interactions between host and microbiota, toward the functions in the gut system of <italic>C. formosanus</italic>. Moreover, for the present study, termites were collected from only one location and fed on a single diet. Feeding termites on different diets including antibiotic-treated wood together with collection from different geographical areas might help to decode the evolutionary pattern of symbiosis and enhance our understanding of the functionalities of these microbiomes within individual gut-regions of the termite. Nonetheless, the observed results are encouraging and provide the basis for a thorough analysis of the compartment-specific interplay existing between the microbiota and the host toward the complex process of lignocellulose digestion.</p>
</sec>
<sec sec-type="data-availability" id="sec22">
<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 in the article/<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>.</p>
</sec>
<sec sec-type="ethics-statement" id="sec23">
<title>Ethics statement</title>
<p>The manuscript presents research on animals that do not require ethical approval for their study.</p>
</sec>
<sec sec-type="author-contributions" id="sec24">
<title>Author contributions</title>
<p>MD: Conceptualization, Investigation, Methodology, Writing &#x2013; original draft. RX: Data curation, Formal analysis, Investigation, Methodology, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. LJ: Data curation, Resources, Software, Visualization, Writing &#x2013; review &#x0026; editing. XQ: Formal analysis, Investigation, Resources, Software, Visualization, Writing &#x2013; review &#x0026; editing. SA: Formal analysis, Methodology, Resources, Software, Validation, Writing &#x2013; review &#x0026; editing. RP: Formal analysis, Resources, Supervision, Validation, Visualization, Writing &#x2013; review &#x0026; editing. CS: Data curation, Formal analysis, Methodology, Resources, Software, Validation, Visualization, Writing &#x2013; review &#x0026; editing. JS: Funding acquisition, Project administration, Supervision, Validation, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec25">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This research was supported by the National Natural Science Foundation of China (32250410285 and 31900367), the National Key R&#x0026;D Program of China (2023YFC3403600), Foreign Expert Program, Ministry of Science and Technology (MoST) of China (WGXZ2023020L), and Priority of Academic Program Development of Jiangsu Higher Education Institutions (PAPD 4013000011). This study was also supported partly by the Grant-in-Aid Startup Foundation (10JDG127) of Jiangsu University, China.</p>
</sec>
<ack>
<p>We are grateful for all the financial support for this work.</p>
</ack>
<sec sec-type="COI-statement" id="sec26">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
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<sec sec-type="disclaimer" id="sec27">
<title>Publisher&#x2019;s note</title>
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<sec sec-type="supplementary-material" id="sec28">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2024.1395568/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2024.1395568/full#supplementary-material</ext-link></p>
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<supplementary-material xlink:href="Table_1.XLS" id="SM2" mimetype="application/vnd.ms-excel" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_2.XLS" id="SM3" mimetype="application/vnd.ms-excel" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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