<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2022.872841</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Comparative Gut Microbiome in <italic>Trachypithecus leucocephalus</italic> and Other Primates in Guangxi, China, Based on Metagenome Sequencing</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Que</surname>
<given-names>Tengcheng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pang</surname>
<given-names>Xianwu</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1003078"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Hongli</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Panyu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wei</surname>
<given-names>Yinfeng</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hua</surname>
<given-names>Yiming</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liao</surname>
<given-names>Hongjun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Jianbao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Shousheng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Aiqiong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>He</surname>
<given-names>Meihong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ruan</surname>
<given-names>Xiangdong</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hu</surname>
<given-names>Yanling</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/291170"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Terrestrial Wildlife Rescue and Epidemic Diseases Surveillance Center of Guangxi</institution>, <addr-line>Nanning</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Collaborative Innovation Centre of Regenerative Medicine and Medical BioResource Development and Application, Guangxi Medical University</institution>, <addr-line>Nanning</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Guangxi Center for Disease Control and Prevention</institution>, <addr-line>Nanning</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>The First Affiliated Hospital of Guangxi Medical University</institution>, <addr-line>Nanning, Guangxi</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Life Sciences Institute, Guangxi Medical University</institution>, <addr-line>Nanning</addr-line>, <country>China</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>School of Information and Management, Guangxi Medical University</institution>, <addr-line>Nanning</addr-line>, <country>China</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Acdemy of Inventory and Planning, National Forestry and Grassland Administration</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University</institution>, <addr-line>Nanning</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Crystal Richards, National Institutes of Health, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Leandro Nascimento Lemos, National Laboratory for Scientific Computing (LNCC), Brazil; Luisa I. Falcon, National Autonomous University of Mexico, Mexico</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Yanling Hu, <email xlink:href="mailto:huyanling@gxmu.edu.cn">huyanling@gxmu.edu.cn</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Bacteria and Host, a section of the journal Frontiers in Cellular and Infection Microbiology</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>05</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>12</volume>
<elocation-id>872841</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Que, Pang, Huang, Chen, Wei, Hua, Liao, Wu, Li, Wu, He, Ruan and Hu</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Que, Pang, Huang, Chen, Wei, Hua, Liao, Wu, Li, Wu, He, Ruan and Hu</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 <italic>Trachypithecus leucocephalus</italic> (white-headed langur) is a highly endangered, karst-endemic primate species, inhabiting the karst limestone forest in Guangxi, Southwest China. How white-headed langurs adapted to karst limestone and special dietary remains unclear. It is the first time to study the correlation between the gut microbiome of primates and special dietary, and environment in Guangxi. In the study, 150 fecal samples are collected from nine primates in Guangxi, China. Metagenomic sequencing is used to analyze and compare the gut microbiome composition and diversity between white-headed langurs and other primates. Our results indicate that white-headed langurs has a higher diversity of microbiome than other primates, and the key microbiome are phylum Firmicutes, class Clostridia, family Lachnospiraceae, and genera <italic>Clostridiates</italic> and <italic>Ruminococcus</italic>, which are related to the digestion and degradation of cellulose. Ten genera are significantly more abundant in white-headed langurs and Fran&#xe7;ois&#x2019; langur than in other primates, most of which are high-temperature microbiome. Functional analysis reveals that energy synthesis-related pathways and sugar metabolism-related pathways are less abundant in white-headed langurs and Fran&#xe7;ois&#x2019; langur than in other primates. This phenomenon could be an adaptation mechanism of leaf-eating primates to low-energy diet. The gut microbiome of white-headed langurs is related to diet and karst limestone environment. This study could serve as a reference to design conservation breeding, manage conservation units, and determine conservation priorities.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Trachypithecus leucocephalus</italic>
</kwd>
<kwd>gut microbiome</kwd>
<kwd>dietary</kwd>
<kwd>karst limestone</kwd>
<kwd>metagenomic sequencing</kwd>
</kwd-group>
<contract-num rid="cn001">Guike AB20059002</contract-num>
<contract-sponsor id="cn001">Guangxi Key Research and Development Program<named-content content-type="fundref-id">10.13039/501100017691</named-content>
</contract-sponsor>
<counts>
<fig-count count="8"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="47"/>
<page-count count="11"/>
<word-count count="4025"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>    <p>The white-headed langur is a highly endangered, karst-endemic primate species with a current wild population of only 1,100 individuals (<xref ref-type="bibr" rid="B22">Konstant et&#xa0;al., 2003</xref>). The species inhabits the karst limestone forest in Guangxi, Southwest China, and belongs to the national I class key protected animals (<xref ref-type="bibr" rid="B17">Huang, 2002</xref>). White-headed langurs mainly feed on woody plants, which especially focusing on several main plants. Thus, white-headed langurs feed on the tender leaves and buds in the treetops to drink water (<xref ref-type="bibr" rid="B28">Li et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B25">Li and Rogers, 2006</xref>). In the dry season, white-headed langurs can only feed on old leaves, which contain much less water than new ones. Thus, white-headed langurs adapted to their seasonal habitats by adjusting their ranging behavior and spent more time resting and less time moving and feeding (<xref ref-type="bibr" rid="B17">Huang, 2002</xref>; <xref ref-type="bibr" rid="B36">Qihai et al., 2013</xref>).</p>
<p>The composition of the gut microbiome was influenced by several factors, including maternal delivery, genetic, geography, and lifestyle (<xref ref-type="bibr" rid="B21">Khan et&#xa0;al., 2016</xref>). Diet was an important factor determining the composition of the gut microbiome. Dietary fiber can regulate the contents of Firmicutes and Bacteroidetes, the two main phyla of the human gut microbiome, and increased the abundance of probiotics, such as <italic>Lactobacillus</italic>, <italic>Bifidobacterium</italic>, and cellulolytic bacteria (<xref ref-type="bibr" rid="B5">Canfora et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B8">Coker et&#xa0;al., 2021</xref>). Bacterial abundance was also modulated by dietary macronutrient consumption, including proteins, carbohydrates, and fats (<xref ref-type="bibr" rid="B16">Hildebrandt et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B42">Turnbaugh et&#xa0;al., 2009</xref>). A previous study found differences in the gut microbiome between captive and wild primates, indicating that captivity humanizes the primate microbiome (<xref ref-type="bibr" rid="B7">Clayton et&#xa0;al., 2016</xref>). These data suggest that diet influences the gut microbiome. White-headed langurs mainly feed on leaves, which are coarse fiber and difficult to digest. Whether or not the gut microbiome of white-headed langurs is influenced by their diet is unclear. Over time, the stomachs of white-headed langurs have changed to form a cavity that allows cellulose-breaking bacteria to survive (<xref ref-type="bibr" rid="B47">Zhou et&#xa0;al., 2011</xref>). We inferred that the gut microbiome in white-headed langurs is related to their diet.</p>
<p>The karst limestone where white-headed langurs habitated was a harsh environment containing various caves (<xref ref-type="bibr" rid="B20">Huang and Li, 2005</xref>). Caves were typical features of a subsurface karst, characterized by darkness, low-to-moderate temperatures, high humidity, and limited nutrients (<xref ref-type="bibr" rid="B13">Gabriel and Northup, 2013</xref>). Despite their oligotrophic conditions, microbial communities thrived in caves, with the average number of microorganisms growing in these ecosystems reaching 10<sup>6</sup> cells/g of rock (<xref ref-type="bibr" rid="B4">Barton and Jurado, 2007</xref>). Extremophiles can colonize extreme environments, and they were the sources of novel biomolecules and metabolic pathways (<xref ref-type="bibr" rid="B37">Rothschild and Mancinelli, 2001</xref>; <xref ref-type="bibr" rid="B39">Seufferheld et&#xa0;al., 2008</xref>). White-headed langurs lived in caves and drunk water in caves when they were thirsty (<xref ref-type="bibr" rid="B20">Huang and Li, 2005</xref>). However, whether or not the environment affects the gut microbiome of white-headed langurs was unclear.</p>
<p>In the present study, we collected fecal samples from nine primates, including white-headed langur, Fran&#xe7;ois&#x2019; langur, silvered langur, loris, pygmy loris, ring-tailed lemur, macaques, gibbon, and baboon, in Guangxi, China. We analyzed and compared the gut microbiome composition and diversity of white-headed langurs and other primates by using high-throughput sequencing. We predicted the functional pathways of the gut microbiome and explored the correlation between environment, diet, and the gut microbiome in white-headed langurs. This study could help improve and protect the living environment of white-headed langurs.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="s2_1">
<title>Subjects and Sample Collection</title>
<p>One-hundred fifty fecal samples were collected from white-headed langur (27), Fran&#xe7;ois&#x2019; langur (20), silvered langur (9), loris (19), pygmy lorises (8), ring-tailed lemur (23), macaques (34), gibbon (5), and baboon (5) in Guangxi Land Wildlife Rescue Research and Epidemological Surveillance Center, Nanning Zoo, Chongzuo White-Headed Langur Nature Reserve, Gupu Mountain Nature Reserve in Hezhou, and Wuzhou Langur Breeding Center, all of them were adult. All samples were immediately scooped out with a sampling spoon. Fresh feces that were not contaminated in the middle of the feces were placed into a sample tube and then placed in a box containing dry ice. These samples were immediately transported to the laboratory for storage under &#x2212;80&#xb0;C. The whole process abided by the natural wildlife protection law and did not produce any harmful substances to the environment and animals. All samples were collected from March to May in 2018.</p>
</sec>
<sec id="s2_2">
<title>DNA Extraction and Metagenomic Sequencing</title>
<p>Microbial DNA was extracted from 200 mg of frozen fecal samples using the Qiagen DNA extraction kit (Qiagen, Germany) in accordance with the manufacturer&#x2019;s kit protocols. DNA libraries were prepared using the TruSeq DNA Sample Preparation Guide (Illumina, 15026486 Rev.C). Library quantity was assessed with a Qubit2.0 (Thermo Fisher Scientific, USA). Libraries were then sequenced on an Illumina HiSeq X-ten platform (Illumina, USA) to generate 150-bp paired-end reads.</p>
</sec>
<sec id="s2_3">
<title>Data Pre-Processing</title>
<p>Unassembled sequencing reads were preprocessed by trimming 1) reads that overlap with the adapter over a certain threshold (5 bp); 2) low-quality bases (Q-value &#x2264; 19, and accounts for more than 50% of the total base); and 3) reads that contain N nucleotides over a certain threshold (&#x2265;5%). Clean data of all samples were processed using FastQC (<xref ref-type="bibr" rid="B44">Wingett and Andrews, 2018</xref>) for quality control and MultiQC (<xref ref-type="bibr" rid="B10">Ewels et&#xa0;al., 2016</xref>) for integration. After these two steps, clean data with high quality were obtained.</p>
</sec>
<sec id="s2_4">
<title>Analysis of Whole Metagenome Sequencing Data</title>
<p>We used the Kraken2 program to analysis microbiome using the default parameters (<xref ref-type="bibr" rid="B45">Wood et&#xa0;al., 2019</xref>). The clean paired-end sequence reads were used for Kraken2 analysis against the PlusPFP database containing archaea, bacteria, viral, human and UniVec_core. The relative abundance of species from the Kraken2 analysis was calculated using the MetaPhlAn2 (<xref ref-type="bibr" rid="B41">Truong et&#xa0;al., 2015</xref>) and ChocoPhlAn pan-genomic databases (<xref ref-type="bibr" rid="B12">Franzosa et&#xa0;al., 2018</xref>) with default settings. These reads were then used for functional profiling using HUMAnN2 (<xref ref-type="bibr" rid="B1">Abubucker et&#xa0;al., 2012</xref>) to estimate the relative abundance of microbial gene and MetaCyC pathways using the Uniref50 database with the default settings. Differentially abundant species were identified using MaAsLin. For both gene families and metabolic pathways, &#x3b1;-diversity was evaluated by Shannon index, and &#x3b2;-diversity was evaluated by Bray&#x2013;Curtis distance (<xref ref-type="bibr" rid="B27">Liu et&#xa0;al., 2021</xref>). Using the generated taxonomic abundance and function abundance tables, we performed Principal Coordinates Analysis (PCoA), linear discriminant analysis (LDA), diversity index, and richness index analyses. Grouping information generated from the above analyses was used for LDA effect size (LEfSe) multivariate statistical analysis and comparative analysis of metabolic pathways to explore species composition and functional differences between different groups.</p>
</sec>
<sec id="s2_5">
<title>Statistical Analysis</title>
<p>Stamp (<xref ref-type="bibr" rid="B35">Parks et&#xa0;al., 2014</xref>) was used to conduct a visual analysis of similarity or difference through abundance. The results of microbiome composition, taxonomic level, and relative abundance are presented in the form of a column chart. The relative abundance at the phylum and genus levels was mapped by an online website (<uri xlink:href="http://www.ehbio.com/ImageGP/Ind-ex.php/Home/Index/index.html">http://www.ehbio.com/ImageGP/Ind-ex.php/Home/Index/index.html</uri>) and origin (2017) software. LEfSe software (<xref ref-type="bibr" rid="B38">Segata et&#xa0;al., 2011</xref>) was used to compare the groups with significant difference in abundance from phylum to genus. LDA was used to estimate the influence of abundance of each species on the difference effect. R software was used to calculate the diversity index (Shannon index and Simpson index) and richness index (Chao index and ACE index), which are presented in the form of a box diagram. Unpaired t-test was used to compare the metabolic pathways between different groups using GraphPad Prism 7.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Microbiome Diversity Analyses</title>
<p>PCoA based on the Bray&#x2013;Curtis distance revealed the dissimilarity of bacterial communities among species. In this study, the phylum level of the microbiome was analyzed by PCoA. The closer the points are, the higher the similarity is. Results showed that the distribution of the microbiome in white-headed langur was dispersed, whereas that in other species were clustered, especially the gut microbiome in ring-tailed lemur (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). The Chao1 and ACE indexes showed that white-headed langur and silvered langur had the highest index, followed by Fran&#xe7;ois&#x2019; langur and macaque, and the lowest was loris and pygmy lorises, indicating that the diversity of the microbiome in white-headed langur and silvered langur was the highest (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1B, C</bold>
</xref>). The Shannon and Simpson indexes also showed that white-headed langur and silvered langur had the highest index, followed by macaque, and the lowest was pygmy lorises (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1D, E</bold>
</xref>). No significant difference was found between white-headed langur and silvered langur.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>PCoA of the gut mirobiome and boxplots of the diversity index and richness index. <bold>(A)</bold> PCoA of structure differentiation and interindividual similarity on the gut microbiota of nine primates. <bold>(B)</bold> Boxplots of the Chao1 index. <bold>(C)</bold> Boxplots of the ACE index. <bold>(D)</bold> Boxplots of the Shannon index. <bold>(E)</bold> Boxplots of the Simpson index.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-872841-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Abundance Analysis and Taxonomy Annotation</title>
<p>The microbiomes in white-headed langur and other primates were annotated using Kraken2 and HUMAnN2 software, respectively. In the study, 65 bacterial phyla were annotated in all 150 samples by using Kraken2. The top 10 phyla are presented in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>. Sixty-four phyla were annotated in white-headed langur. The most abundant phylum microbiome was Firmicutes, followed by Proteobacteria, Bacteroidetes, and Actinobacteria. The same to other omnivorous primates. At the genus level, 2,769 were annotated in white-headed langur, and the top 10 genera were presented in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>. The most abundant genus bacteria in white-headed langur were <italic>Acinetobacter</italic>, <italic>Pseudomonas</italic>, <italic>Prevotella</italic>, <italic>Bacteroides</italic>, <italic>Clostridium</italic>, <italic>Leclercia</italic>, <italic>Treponema</italic>, <italic>Ruminococcus</italic>, <italic>Enterobacter</italic>, and <italic>Bacillus</italic>. The major genus bacteria of the nine primates differed from one another. The microbiome was also annotated using HUMAnN2 software.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Taxonomy annotation. <bold>(A)</bold> Taxonomy annotation in phylum. <bold>(B)</bold> Taxonomy annotation in genus.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-872841-g002.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>Differences in Gut Microbiome Composition</title>
<p>The comparison of microbial composition between white-headed langur and other primates at the phylum level was analyzed using Kruskal&#x2013;Wallis sum rank test, and the <italic>p</italic>-value was adjusted by Benjamini&#x2013;Hochberg. The following 10 phylum microbiome were more enriched in white-headed langur than in the other primates (<italic>P &#x2264;</italic> 0.01): Abditibacteriota, Aquificae, Caldiserica, Candidatus Bipolaricaulota, Calditrichaeota, Crenarchaeota, Cyanobacteria, Candidatus Saccharibacteria, Thaumarchaeota, and Thermodesulfobacteria (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A&#x2013;J</bold>
</xref>). Candidatus Bipolaricaulota was highly abundant only in white-headed langur (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>). White-headed langur and Fran&#xe7;ois&#x2019; langur are leaf-eating primates and live karst limestone. Results showed that Abditibacteriota, Aquificae, Caldiserica, Calditrichaeota, Crenarchaeota, Cyanobacteria, Candidatus Saccharibacteria, Thaumarchaeota, and Thermodesulfobacteria were also more enriched in Fran&#xe7;ois&#x2019; langur. Microsporidia in white-headed langur, a specialized intracellular parasite, was associated with the death of patients with AIDS, transplantation, and immunocompromised diseases (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3K</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Comparison of gut microbial composition between white-headed langur and other primates in phylum. <bold>(A&#x2013;K)</bold> Abditibacteriota, Aquificae, Caldiserica, Candidatus Bipolaricaulota, Calditrichaeota, Crenarchaeota, Cyanobacteria, Candidatus Saccharibacteria, Thaumarchaeota, Thermodesulfobacteria, and Microsporidia are presented in the form of box diagram separately.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-872841-g003.tif"/>
</fig>
</sec>
<sec id="s3_4">
<title>Biomarker Analyses of Gut Microbiome</title>
<p>We used LEfSe to screen significantly different biomarkers in each group. LEfSe identifies genomic features (genes, pathways, or taxa), characterizing the differences between two or more biological conditions (or classes). Thus, this tool enables the characterization of microbial taxa specific to an experimental or environmental condition and identifies metagenomic biomarkers in different microbial communities. The LDA value distribution histogram (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>) and cladogram (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>) were used to present significantly different biomarkers. Results showed that the key microbiome in white-headed langur were phylum Firmicutes, class clostridia, family lachnospiraceae, and genera <italic>Clostridiates</italic> and <italic>Ruminococcus</italic>, which were related to the digestion and degradation of cellulose. The key microbiome in Fran&#xe7;ois&#x2019; langur were phylum Candidatus, class Melainabacteria, families Erysipelotrichaceae and Prevotellaceaegenus, and genus Gastranaerophilales. The key microbiome in silvered langur were phylum Proteobacteria, class Gammaproteobacteria, order Pseudomonadates, family Pseudomonadates, and genus <italic>Pseudomonas</italic>. The key microbiome of the nine primates differed from one another.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>LDA value distribution histogram of the significantly different biomarkers in all primates. Top 20 are presented.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-872841-g004.tif"/>
</fig>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Cladogram of the significantly different biomarkers in all primates.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-872841-g005.tif"/>
</fig>
</sec>
<sec id="s3_5">
<title>Differences in the Functional Profiles of Gut Microbiome</title>
<p>HUMAnN2 is effective for analyzing microbial functional pathway abundance with metagenomic and transcriptome data. This tool could analyze the microbial composition and functions using the MetaPhlAn2 and ChocoPhlAn databases. In this study, 274 functional pathways were annotated in white-headed langur in wild, whereas only 109 functional pathways were annotated in white-headed langur in captivity. However, only one white-headed langur in captivity was included in the study. The top 10 functional pathways in all primates are presented in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>. Most of the top 10 functional pathways were about all types of ribonucleotide biosynthesis. However, the abundance of these functional pathways was lower in white-headed langur and Fran&#xe7;ois&#x2019; langur than in other primates, which may be related to diet and karst limestone. As shown in the Venn diagram in <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>, 10 functional pathways were unique to white-headed langur, including NADSYN-PWY (NAD biosynthesis II), P221-PWY (octane oxidation), and PWY-6185 (4-methylcatechol degradation) (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Top 10 functional pathways in all primates. <bold>(A&#x2013;I)</bold> White-headed langur, Fran&#xe7;ois&#x2019; langur, silvered langur, gibbon, baboon, loris, ring-tailed lemur, macaque, and pygmy lorise, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-872841-g006.tif"/>
</fig>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Venn diagram of functional pathway in all primates. Other included loris, pygmy lorises, ring-tailed lemur, macaques, gibbon, and baboon.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-872841-g007.tif"/>
</fig>
<p>We also explored the metabolic pathways of the microbiome involved in glycolysis using Wilcoxon rank sum tests. The metabolic pathways included glycogen biosynthesis I, glycogen degradation II, glycolysis III, and glycolysis IV. White-headed langur, Fran&#xe7;ois&#x2019; langur, and silvered langur, all of which were leaf-eating primates, had the lowest abundance in the four metabolic pathways (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). No significant difference was found between the three leaf-eating primates (<italic>P</italic> &gt; 0.05), whereas the other omnivorous primates had higher abundance than the leaf-eating primates (<italic>P</italic> &lt; 0.0001), indicating that diet was associated with the metabolic pathways of the microbiome.</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Metabolic pathways of the gut microbiome in all primates. <bold>(A)</bold> GLYCOGENSYNTH-PWY:glycogen biosynthesis I (from ADP-D-Glucose). <bold>(B)</bold> PWY-5941: glycogen degradation II (eukaryotic). <bold>(C)</bold> ANAGLYCOLYSIS-PWY:glycolysis III (from glucose). <bold>(D)</bold> PWY-1042:glycolysis IV (plant cytosol). ns represents no significant difference; **** represents <italic>P</italic> &lt; 0.0001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-872841-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>White-headed langurs inhabited the karst limestone forest in Guangxi, Southwest China, fed mainly on leaves, and spend 91.6% of their foraging time on leaves (<xref ref-type="bibr" rid="B18">Huang et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B19">Huang et&#xa0;al., 2017</xref>). However, how white-headed langurs adapt to the fibrous diet and the karst limestone remains unclear. In the study, result showed that the diversity of the microbiome was higher in white-headed langur than in other primates. The key microbiome in white-headed langur were phylum Firmicutes, class clostridia, family lachnospiraceae, and genera <italic>Clostridiates</italic> and <italic>Ruminococcus</italic>, which were related to the digestion and degradation of cellulose. In addition, 10 phylum microbiomes were more enriched in white-headed langur and Fran&#xe7;ois&#x2019; langur than in other primates, most of which were high-temperature microbiome. The relative abundance of functional pathways involved in glycogen synthesis and degradation in leaf-eating primates were extremely low, indicating the adaptation of white-headed langur to low-energy food.</p>
<p>Change in the gut microbiome was often strongly associated with diet (<xref ref-type="bibr" rid="B3">Barelli et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B2">Amato et&#xa0;al., 2016</xref>). Food consumption patterns, such as omnivore versus plant-based diet, were associated with changes in the human gut microbiome, which displayed increased abundance of <italic>Ruminococcus</italic> and <italic>Streptococcus</italic>, whereas those having a vegetable-based diet show increased abundance of <italic>Roseburia</italic>, <italic>Lachnospira</italic>, and <italic>Prevotella</italic> (<xref ref-type="bibr" rid="B9">De Filippis et&#xa0;al., 2016</xref>). Similar to that of humans, the microbiome of non-human primates contains Bacteroidetes, Firmicutes, and Proteobacteria (<xref ref-type="bibr" rid="B46">Yasuda et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B33">Nagpal et&#xa0;al., 2018</xref>). In our study, Firmicutes, clostridia, lachnospiraceae, <italic>Clostridiates</italic> and <italic>Ruminococcus</italic>, which were related to the digestion and degradation of cellulose. The gut microbiome enabled animals to absorb nutrients from the most complex polysaccharides, namely, cellulose and hemicellulose, because the animals themselves did not have the appropriate enzymes in their digestive system (<xref ref-type="bibr" rid="B15">Henderson et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B23">Li et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B43">Wang et&#xa0;al., 2019</xref>). Through degradation and fermentation, these microorganisms decompose plant cellulose into fatty acids and other nutrients to provide their daily energy requirement. Anaerobic and relatively aerobic bacteria (mainly Firmicutes and Bacteroidetes) were the most abundant, along with much smaller quantities of Proteobacteria, Fibrobacteres, Tenericutes, and Actinobacteria (<xref ref-type="bibr" rid="B6">Cholewinska et&#xa0;al., 2020</xref>). In the present study, the most abundant phylum in white-headed langur was Firmicutes, followed by Proteobacteria, Actinobacteria, and Bacteroidetes. LEfSe analysis also showed that Firmicutes was the dominant phylum in white-headed langur, and the dominant genera were <italic>Clostridiates</italic> and <italic>Ruminococcus</italic>, most of which are related to digestion and degradation. Firmicutes is almost a ubiquitous phylum in nature. Most of its members are spore-forming Gram-positive bacteria and are an essential part of the microbial community associated with plant cellulose degradation and carbohydrate polymer decomposition. Therefore, Firmicutes was important when ligninolytic bacteria and enzymes were desired (<xref ref-type="bibr" rid="B26">Liu et&#xa0;al., 2019</xref>). White-headed langurs mainly fed on and drink water from leaves, especially from tender leaves and buds (<xref ref-type="bibr" rid="B20">Huang and Li, 2005</xref>; <xref ref-type="bibr" rid="B18">Huang et&#xa0;al., 2008</xref>). However, these leaves are coarse cellulose and difficult to digest, and white-headed langurs depend on these bacteria to break down and digest these leaves. These bacteria may be indispensable for the host to adapt to extreme diets or environments. These bacteria were also found in Fran&#xe7;ois&#x2019; langur and silvered langur, indicating that the gut microbiome is associated with diet.</p>
<p>The microbial composition was mainly influenced by several factors, such as the environment, age, physiological state, diet, and even geographical differences (<xref ref-type="bibr" rid="B15">Henderson et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B6">Cholewinska et&#xa0;al., 2020</xref>). The karst limestone habitat of white-headed langurs was harsh; it features many cliffs and was covered with various caves (<xref ref-type="bibr" rid="B24">Li and Rogers, 2005</xref>). High-temperature limestone in karst is a hotbed of heat-loving bacteria, which could influence the gut microbiome of white-headed langur. In the present study, 10 phyla were significantly higher in white-headed langur than in the other primates, and most members of these phyla were high-temperature bacteria. For example, Abdibacteriota is a Gram-negative, oxygen-demanding, oligotrophic heterodoxygenic bacteria. It can grow under only a limited carbon source and can survive in low-nutrition environments. Phenotypic and genomic analyses have shown that Abdibacteriota was extremely resistant to antibiotics and toxic compounds (<xref ref-type="bibr" rid="B40">Tahon et&#xa0;al., 2018</xref>). Aquificae can reproduce in microalkaline sulfide hot springs at temperatures above 70&#xb0;C and still have a strong nitrogen fixation capacity even under low concentrations of nitrogen compounds; they were considered the main producers of fixed carbon and organic compounds (<xref ref-type="bibr" rid="B34">Nishihara et&#xa0;al., 2018</xref>). Caldiserica was a chemical heterotrophic organism that reduced sulfur in hot springs and lived in environments with high temperatures, high salt concentrations, and high pressures, making it difficult to be separated and cultured in the laboratory (<xref ref-type="bibr" rid="B31">Martinez et&#xa0;al., 2019</xref>). Candidatus Bipolaricaulota only shown high abundance in white-headed langur. Candidatus Bipolaricaulota was mainly found in deep sea, lake sediments, hot springs, reservoirs, and salt-lake sediments, and it can break down sugar and proteins (<xref ref-type="bibr" rid="B29">Luiken et&#xa0;al., 2019</xref>). Calditrichaeota has been recently recognized a novel bacterial phylum with three cultured representatives, isolated from hydrothermal vents, and can degrade detrital proteins (<xref ref-type="bibr" rid="B30">Marshall et&#xa0;al., 2017</xref>). Candidatus Saccharibacteria was widely found in soil, sediment, wastewater, and animals, as well as in clinical settings; given its lack of 16S rRNA sequence, little was known about its biological function (<xref ref-type="bibr" rid="B11">Ferrari et&#xa0;al., 2014</xref>). Crenarchaeota had low diversity and is thought to be composed of extreme thermophilic bacterial, which was related to system development and metabolism. Thermodesulfobacteria, a small group of thermophilic sulfate-reducing bacteria (<xref ref-type="bibr" rid="B32">Merkel et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B14">Guo et&#xa0;al., 2020</xref>), can be found in hot springs at high temperatures (&gt;70&#xb0;C) and was highly abundant in white-headed langur. These high-temperature and cold-resistant bacteria probably originated in karst limestone surface and then transferred to the gut of the white-headed langur. The number of thermophilic bacteria in white-headed langur increased because of the impact of the environment, which helped them adapt to the limestone environment.</p>
<p>We aimed to identify the major function pathway of the gut microbiome in white-headed langurs. Results show that the overall abundance of functional pathways, especially the ribonucleotides biosynthesis related pathways, was lower in white-headed langurs and Fran&#xe7;ois&#x2019; langurs than in other primates. This result may be related to the energy synthesis because white-headed langur and Fran&#xe7;ois&#x2019; langur mainly feed on leaves and spend most of their time on rest. Similar to the sugar metabolism pathway, the abundance of sugar metabolism pathways was low in white-headed langur, Fran&#xe7;ois&#x2019; langur, and silvered langur but high in other omnivorous primates, such as loris, pygmy lorises, ring-tailed lemur, macaque, gibbon, and baboon. This result may be related to their diet because these leaves had less sugar than other food, which led to less sugar decomposition and glycogen synthesis. Thus, the hypometabolic pathway enables the adaptation of white-headed langurs to low-energy food. Ten biological functional pathways unique to white-headed langurs were also found. These pathways are mainly related to the oxidation and degradation of hazardous substances and the biosynthesis of substances. For example, adenine dinucleotide was involved in various physiological activities, such as cell substance metabolism, energy synthesis, and cell DNA repair, which played an important role in the body&#x2019;s immunity. L-Tryptophan, one of the essential amino acids, was obtained from food. It is an important precursor for 5-serotonin, melatonin, canine uric acid, and niacin. These unique functional pathways could enhance the immunity of white-headed langurs and protect them from the damage of karst limestone.</p>
</sec>
<sec id="s5">
<title>Conclusion</title>
<p>We analyzed and compared the gut microbiome composition and diversity of white-headed langurs and other primates and explored the influence of diet and karst limestone environment on the gut microbiome of white-headed langur. The gut microbiome in white-headed langur had a high diversity and was associated with diet and karst limestone. The unique functional pathways of white-headed langur were mainly related to the biosynthesis and degradation of harmful substances, enabling them adapting to the karst limestone environment. In addition, the abundance of sugar metabolism-related pathways was low, which was presumably an adaptation to low-energy diet. The results of this study suggest that the gut microbiome is influenced by different factors that help the host adapt to changes in diet and environment.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The name of the repository and accession number can be found at Genome Sequence Archive (Genomics, Proteomics, and Bioinformatics 2017) in BIG Data Center (Nucleic Acids Res 2019), Beijing Institute of Genomics (BIG), Chinese Academy of Sciences; <uri xlink:href="https://bigd.big.ac.cn/gsa">https://bigd.big.ac.cn/gsa</uri>; CRA002281.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics Statement</title>
<p>The animal study was reviewed and approved by the Ethics Committee of the Guangxi Chongzuo White-Headed Langur National Nature Reserve Management Center.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author Contributions</title>
<p>TQ and YLH: conceived and designed the project. XP: wrote and edited the manuscript. HH, YW, and YMH: supported and performed laboratory experiments and sequencing. HH and XP: performed the genome assembly and bioinformatics analysis. XP and HH generated the figures and tables. PC, SL, AW, and MH: collected and prepared samples. HL, JW, XR, TQ and YH: review and editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This study was funded by the Guangxi Key Research and Development Program (No: Guike AB20059002) and Innovation Project of Guangxi Graduate Education (No: YCBZ2021053). Department of forestry of Guangxi Zhuang Autonmous Region (Guilin Pre-Protection: 2016007).</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>The authors are particularly grateful to the support from Guangxi Key Research and Development Program and Innovation Project of Guangxi Graduate Education.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abubucker</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Segata</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Goll</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Schubert</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Izard</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Cantarel</surname> <given-names>B. L.</given-names>
</name>
<etal/>
</person-group>. (<year>2012</year>). <article-title>Metabolic Reconstruction for Metagenomic Data and Its Application to the Human Microbiome</article-title>. <source>PloS Comput. Biol.</source> <volume>8</volume> (<issue>6</issue>), <elocation-id>e1002358</elocation-id>. doi: <pub-id pub-id-type="doi">10.1371/journal.pcbi.1002358</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Amato</surname> <given-names>K. R.</given-names>
</name>
<name>
<surname>Martinez-Mota</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Righini</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Raguet-Schofield</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Corcione</surname> <given-names>F. P.</given-names>
</name>
<name>
<surname>Marini</surname> <given-names>E.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Phylogenetic and Ecological Factors Impact the Gut Microbiota of Two Neotropical Primate Species</article-title>. <source>Oecologia</source> <volume>180</volume> (<issue>3</issue>), <fpage>717</fpage>&#x2013;<lpage>733</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00442-015-3507-z</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barelli</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Albanese</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Donati</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Pindo</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Dallago</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Rovero</surname> <given-names>F.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Habitat Fragmentation Is Associated to Gut Microbiota Diversity of an Endangered Primate: Implications for Conservation</article-title>. <source>Sci. Rep.</source> <volume>5</volume>, <fpage>14862</fpage>. doi: <pub-id pub-id-type="doi">10.1038/srep14862</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barton</surname> <given-names>H. A.</given-names>
</name>
<name>
<surname>Jurado</surname> <given-names>V.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>What&#x2019;s Up Down There? Microbial Diversity in Caves</article-title>. <source>Microbe.</source> <volume>2</volume>:<page-range>132&#x2013;8</page-range>.</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Canfora</surname> <given-names>E. E.</given-names>
</name>
<name>
<surname>Meex</surname> <given-names>R. C. R.</given-names>
</name>
<name>
<surname>Venema</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Blaak</surname> <given-names>E. E.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Gut Microbial Metabolites in Obesity, NAFLD and T2DM</article-title>. <source>Nat. Rev. Endocrinol.</source> <volume>15</volume> (<issue>5</issue>), <fpage>261</fpage>&#x2013;<lpage>273</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41574-019-0156-z</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cholewinska</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Czyz</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Nowakowski</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Wyrostek</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>The Microbiome of the Digestive System of Ruminants - A Review</article-title>. <source>Anim. Health Res. Rev.</source> <volume>21</volume> (<issue>1</issue>), <fpage>3</fpage>&#x2013;<lpage>14</lpage>. doi: <pub-id pub-id-type="doi">10.1017/S1466252319000069</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Clayton</surname> <given-names>J. B.</given-names>
</name>
<name>
<surname>Vangay</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Ward</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Hillmann</surname> <given-names>B. M.</given-names>
</name>
<name>
<surname>Al-Ghalith</surname> <given-names>G. A.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Captivity Humanizes the Primate Microbiome</article-title>. <source>Proc. Natl. Acad. Sci. U.S.A.</source> <volume>113</volume> (<issue>37</issue>), <fpage>10376</fpage>&#x2013;<lpage>10381</lpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.1521835113</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Coker</surname> <given-names>J. K.</given-names>
</name>
<name>
<surname>Moyne</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Rodionov</surname> <given-names>D. A.</given-names>
</name>
<name>
<surname>Zengler</surname> <given-names>K.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Carbohydrates Great and Small, From Dietary Fiber to Sialic Acids: How Glycans Influence the Gut Microbiome and Affect Human Health</article-title>. <source>Gut Microbes</source> <volume>13</volume> (<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>18</lpage>. doi: <pub-id pub-id-type="doi">10.1080/19490976.2020.1869502</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>De Filippis</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Pellegrini</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Vannini</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Jeffery</surname> <given-names>I. B.</given-names>
</name>
<name>
<surname>La Storia</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Laghi</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>High-Level Adherence to a Mediterranean Diet Beneficially Impacts the Gut Microbiota and Associated Metabolome</article-title>. <source>Gut</source> <volume>65</volume> (<issue>11</issue>), <fpage>1812</fpage>&#x2013;<lpage>1821</lpage>. doi: <pub-id pub-id-type="doi">10.1136/gutjnl-2015-309957</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ewels</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Magnusson</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Lundin</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Kaller</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>MultiQC: Summarize Analysis Results for Multiple Tools and Samples in a Single Report</article-title>. <source>Bioinformatics</source> <volume>32</volume> (<issue>19</issue>), <fpage>3047</fpage>&#x2013;<lpage>3048</lpage>. doi: <pub-id pub-id-type="doi">10.1093/bioinformatics/btw354</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ferrari</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Winsley</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Ji</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Neilan</surname> <given-names>B.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Insights Into the Distribution and Abundance of the Ubiquitous Candidatus Saccharibacteria Phylum Following Tag Pyrosequencing</article-title>. <source>Sci. Rep.</source> <volume>4</volume>, <fpage>3957</fpage>. doi: <pub-id pub-id-type="doi">10.1038/srep03957</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Franzosa</surname> <given-names>E. A.</given-names>
</name>
<name>
<surname>McIver</surname> <given-names>L. J.</given-names>
</name>
<name>
<surname>Rahnavard</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Thompson</surname> <given-names>L.R.</given-names>
</name>
<name>
<surname>Schirmer</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Weingart</surname> <given-names>G.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Species-Level Functional Profiling of Metagenomes and Metatranscriptomes</article-title>. <source>Nat. Methods</source> <volume>15</volume> (<issue>11</issue>), <fpage>962</fpage>&#x2013;<lpage>968</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41592-018-0176-y</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Gabriel</surname> <given-names>C. R.</given-names>
</name>
<name>
<surname>Northup</surname> <given-names>D. E.</given-names>
</name>
</person-group> (<year>2013</year>). <source>Microbial Ecology: Caves as an Extreme Habitat</source> (<publisher-loc>New York</publisher-loc>: <publisher-name>Springer</publisher-name>).</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guo</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Sheng</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Q.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Temperature Governs the Distribution of Hot Spring Microbial Community in Three Hydrothermal Fields, Eastern Tibetan Plateau Geothermal Belt, Western China</article-title>. <source>Sci. Total Environ.</source> <volume>720</volume>, <fpage>137574</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.scitotenv.2020.137574</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Henderson</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Cox</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Ganesh</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Jonker</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Young</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Global</surname> <given-names>R.C.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Rumen Microbial Community Composition Varies With Diet and Host, But a Core Microbiome is Found Across a Wide Geographical Range</article-title>. <source>Sci. Rep.</source> <volume>5</volume>, <fpage>14567</fpage>. doi: <pub-id pub-id-type="doi">10.1038/srep14567</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hildebrandt</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Hoffmann</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Sherrill-Mix</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Keilbaugh</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Hamady</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y. Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2009</year>). <article-title>High-Fat Diet Determines the Composition of the Murine Gut Microbiome Independently of Obesity</article-title>. <source>Gastroenterology</source> <volume>137</volume> (<issue>5</issue>), <fpage>1716</fpage>&#x2013;<lpage>24.e1-2</lpage>. doi: <pub-id pub-id-type="doi">10.1053/j.gastro.2009.08.042</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Huang</surname> <given-names>C. M.</given-names>
</name>
</person-group> (<year>2002</year>). <source>White-Headed Langurs in China</source> (<publisher-loc>Guilin: Guangxi</publisher-loc>: <publisher-name>Normal University Press</publisher-name>).</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Cai</surname> <given-names>X.</given-names>
</name>
<etal/>
</person-group>. (<year>2008</year>). <article-title>Feeding Strategy of Francois&#x2019; Langur and White-Headed Langur at Fusui, China</article-title>. <source>Am. J. Primatol</source> <volume>70</volume> (<issue>4</issue>), <fpage>320</fpage>&#x2013;<lpage>326</lpage>. doi: <pub-id pub-id-type="doi">10.1002/ajp.20490</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Effect of Habitat Fragmentation on Ranging Behavior of White-Headed Langurs in Limestone Forests in Southwest China</article-title>. <source>Primates</source> <volume>58</volume> (<issue>3</issue>), <fpage>423</fpage>&#x2013;<lpage>434</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10329-017-0600-4</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>How Does the White-Headed Langur (Trachypithecus Leucocephalus) Adapt Locomotor Behavior to Its Unique Limestone Hill Habitat</article-title>? <source>Primates</source> <volume>46</volume> (<issue>4</issue>), <fpage>261</fpage>&#x2013;<lpage>267</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10329-005-0130-3</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Khan</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Gerasimidis</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Edwards</surname> <given-names>C. A.</given-names>
</name>
<name>
<surname>Shaikh</surname> <given-names>M. G</given-names>
</name>
</person-group>. (<year>2016</year>). <article-title>Role of Gut Microbiota in the Aetiology of Obesity: Proposed Mechanisms and Review of the Literature</article-title>. <source>J. Obes 2016</source> <volume>p</volume>, <fpage>7353642</fpage>. doi: <pub-id pub-id-type="doi">10.1155/2016/7353642</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Konstant</surname> <given-names>W. R.</given-names>
</name>
<name>
<surname>Mittermeier</surname> <given-names>R. A.</given-names>
</name>
<name>
<surname>Rylands</surname> <given-names>A. B.</given-names>
</name>
<name>
<surname>Butynski</surname> <given-names>T. M.</given-names>
</name>
<name>
<surname>Kormos</surname> <given-names>R.</given-names>
</name>
</person-group>. (<year>2003</year>). <article-title>Primates in Peril: The World&#x2019;s Top 25 Most Endangered Primates</article-title>. Available at: <uri xlink:href="https://www.researchgate.net/publication/312535824">https://www.researchgate.net/publication/312535824</uri>.</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Wright</surname> <given-names>A. D.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Bao</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>K.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Bacterial Community Composition and Fermentation Patterns in the Rumen of Sika Deer (Cervus Nippon) Fed Three Different Diets</article-title>. <source>Microb. Ecol.</source> <volume>69</volume> (<issue>2</issue>), <fpage>307</fpage>&#x2013;<lpage>318</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00248-014-0497-z</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Rogers</surname> <given-names>M. E.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Habitat Quality and Range Use of White-Headed Langurs in Fusui, China</article-title>. <source>Folia Primatol (Basel)</source> <volume>76</volume> (<issue>4</issue>), <fpage>185</fpage>&#x2013;<lpage>195</lpage>. doi: <pub-id pub-id-type="doi">10.1159/000086020</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Rogers</surname> <given-names>M. E.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Food Items Consumed by White-Headed Langurs in Fusui, China</article-title>. <source>Int. J. Primatol</source> <volume>27</volume> (<issue>6</issue>), <fpage>1551</fpage>&#x2013;<lpage>1567</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10764-006-9090-8</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Cui</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Yao</surname> <given-names>Q.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>The Diversity and Geographic Distribution of Cultivable Bacillus-Like Bacteria Across Black Soils of Northeast China</article-title>. <source>Front. Microbiol.</source> <volume>10</volume>, <elocation-id>1424</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2019.01424</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Cu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Yao</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Microeco: An R Package for Data Mining in Microbial Community Ecology</article-title>. <source>FEMS Microbiol. Ecol.</source> <volume>97</volume> (<issue>2</issue>). doi: <pub-id pub-id-type="doi">10.1093/femsec/fiaa255</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Wei</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Rogers</surname> <given-names>E.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Food Choice of White-Headed Langurs in Fusui, China</article-title>. <source>Int. J. Primatol</source> <volume>24</volume> (<issue>6</issue>), <fpage>1189</fpage>&#x2013;<lpage>1205</lpage>. doi: <pub-id pub-id-type="doi">10.1023/B:IJOP.0000005987.39402.19</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Luiken</surname> <given-names>R. E. C.</given-names>
</name>
<name>
<surname>Van Gompel</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Munk</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Sarrazin</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Joosten</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Dorado-Garcia</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Associations Between Antimicrobial Use and the Faecal Resistome on Broiler Farms From Nine European Countries</article-title>. <source>J. Antimicrob. Chemother.</source> <volume>74</volume> (<issue>9</issue>), <fpage>2596</fpage>&#x2013;<lpage>2604</lpage>. doi: <pub-id pub-id-type="doi">10.1093/jac/dkz235</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marshall</surname> <given-names>I. P. G.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>The Novel Bacterial Phylum Calditrichaeota Is Diverse, Widespread and Abundant in Marine Sediments and Has the Capacity to Degrade Detrital Proteins</article-title>. <source>Environ. Microbiol. Rep.</source> <volume>9</volume> (<issue>4</issue>), <fpage>397</fpage>&#x2013;<lpage>403</lpage>. doi: <pub-id pub-id-type="doi">10.1111/1758-2229.12544</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Martinez</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Woodcroft</surname> <given-names>B. J.</given-names>
</name>
<name>
<surname>Ignacio Espinoza</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Zayed</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Singleton</surname> <given-names>C. M.</given-names>
</name>
<name>
<surname>Boyd</surname> <given-names>J. A.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Discovery and Ecogenomic Context of a Global Caldiserica-Related Phylum Active in Thawing Permafrost, Candidatus Cryosericota Phylum Nov. Ca. Cryosericia class nov., Ca. Cryosericales ord. nov., Ca. Cryosericaceae fam. nov., Comprising the Four Species Cryosericum septentrionale gen. nov. sp. nov., Ca. C. hinesii sp. nov., Ca. C. odellii sp. nov., Ca. C. terrychapinii sp. nov</article-title>. <source>Syst. Appl. Microbiol</source>. <volume>42</volume> (<issue>1</issue>), <fpage>54</fpage>&#x2013;<lpage>66</lpage>.  doi: <pub-id pub-id-type="doi">10.1007/s00792-016-0903-1</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Merkel</surname> <given-names>A. Y.</given-names>
</name>
<name>
<surname>Pimenov</surname> <given-names>N. K.</given-names>
</name>
<name>
<surname>Rusanov</surname> <given-names>I. I.</given-names>
</name>
<name>
<surname>Slobodkin</surname> <given-names>A. I.</given-names>
</name>
<name>
<surname>Slobodkina</surname> <given-names>G. B.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>I.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Microbial Diversity and Autotrophic Activity in Kamchatka Hot Springs</article-title>. <source>Extremophiles</source> <volume>21</volume> (<issue>2</issue>), <fpage>307</fpage>&#x2013;<lpage>317</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00792-016-0903-1</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nagpal</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Shively</surname> <given-names>C. A.</given-names>
</name>
<name>
<surname>Appt</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Register</surname> <given-names>T. C.</given-names>
</name>
<name>
<surname>Michalson</surname> <given-names>K. T.</given-names>
</name>
<name>
<surname>Vitolins</surname> <given-names>M. Z.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Gut Microbiome Composition in Non-Human Primates Consuming a Western or Mediterranean Diet</article-title>. <source>Front. Nutr.</source> <volume>5</volume>, <elocation-id>28</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fnut.2018.00028</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nishihara</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Matsuura</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Tank</surname> <given-names>M.</given-names>
</name>
<name>
<surname>McGlynn</surname> <given-names>S. E.</given-names>
</name>
<name>
<surname>Thiel</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Haruta</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Nitrogenase Activity in Thermophilic Chemolithoautotrophic Bacteria in the Phylum Aquificae Isolated Under Nitrogen-Fixing Conditions From Nakabusa Hot Springs</article-title>. <source>Microbes Environ.</source> <volume>33</volume> (<issue>4</issue>), <fpage>394</fpage>&#x2013;<lpage>401</lpage>. doi: <pub-id pub-id-type="doi">10.1264/jsme2.ME18041</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Parks</surname> <given-names>D. H.</given-names>
</name>
<name>
<surname>Tyson</surname> <given-names>G. W.</given-names>
</name>
<name>
<surname>Hugenholtz</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Beiko</surname> <given-names>R. G.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>STAMP: Statistical Analysis of Taxonomic and Functional Profiles</article-title>. <source>Bioinformatics</source> <volume>30</volume> (<issue>21</issue>), <fpage>3123</fpage>&#x2013;<lpage>3124</lpage>. doi: <pub-id pub-id-type="doi">10.1093/bioinformatics/btu494</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qihai</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Youbang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Chengming</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Food Diversity and Choice of White-Headed Langur in Fragmented Limestone Hill Habitat in Guangxi, China</article-title>. <source>Acta Ecol. Sin.</source> <volume>33</volume> (<issue>2</issue>), <fpage>109</fpage>&#x2013;<lpage>113</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.chnaes.2013.01.007</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rothschild</surname> <given-names>L. J.</given-names>
</name>
<name>
<surname>Mancinelli</surname> <given-names>R. L.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Life in Extreme Environments</article-title>. <source>Nature</source> <volume>409</volume> (<issue>6823</issue>), <fpage>1092</fpage>&#x2013;<lpage>1101</lpage>. doi: <pub-id pub-id-type="doi">10.1038/35059215</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Segata</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Izard</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Waldron</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Gevers</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Miropolsky</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Garrett</surname> <given-names>W.S.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>Metagenomic Biomarker Discovery and Explanation</article-title>. <source>Genome Biol.</source> <volume>12</volume> (<issue>6</issue>), <fpage>R60</fpage>. doi: <pub-id pub-id-type="doi">10.1186/gb-2011-12-6-r60</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Seufferheld</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Alvarez</surname> <given-names>H. M.</given-names>
</name>
<name>
<surname>Farias</surname> <given-names>M. E.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Role of Polyphosphates in Microbial Adaptation to Extreme Environments</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>74</volume> (<issue>19</issue>), <fpage>5867</fpage>&#x2013;<lpage>5874</lpage>. doi: <pub-id pub-id-type="doi">10.1128/AEM.00501-08</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tahon</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Tytgat</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Lebbe</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Carlier</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Willems</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Abditibacterium Utsteinense Sp. Nov., the First Cultivated Member of Candidate Phylum FBP, Isolated From Ice-Free Antarctic Soil Samples</article-title>. <source>Syst. Appl. Microbiol.</source> <volume>41</volume> (<issue>4</issue>), <fpage>279</fpage>&#x2013;<lpage>290</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.syapm.2018.01.009</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Truong</surname> <given-names>D. T.</given-names>
</name>
<name>
<surname>Franzosa</surname> <given-names>E. A.</given-names>
</name>
<name>
<surname>Tickle</surname> <given-names>T. L.</given-names>
</name>
<name>
<surname>Scholz</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Weingart</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Pasolli</surname> <given-names>E.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>MetaPhlAn2 for Enhanced Metagenomic Taxonomic Profiling</article-title>. <source>Nat. Methods</source> <volume>12</volume> (<issue>10</issue>), <fpage>902</fpage>&#x2013;<lpage>903</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nmeth.3589</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Turnbaugh</surname> <given-names>P. J.</given-names>
</name>
<name>
<surname>Ridaura</surname> <given-names>V. K.</given-names>
</name>
<name>
<surname>Faith</surname> <given-names>J. J.</given-names>
</name>
<name>
<surname>Rey</surname> <given-names>F. E.</given-names>
</name>
<name>
<surname>Knight</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>The Effect of Diet on the Human Gut Microbiome: A Metagenomic Analysis in Humanized Gnotobiotic Mice</article-title>. <source>Sci. Transl. Med.</source> <volume>1</volume> (<issue>6</issue>), <fpage>6ra14</fpage>. doi: <pub-id pub-id-type="doi">10.1126/scitranslmed.3000322</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Feng</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Dynamics and Stabilization of the Rumen Microbiome in Yearling Tibetan Sheep</article-title>. <source>Sci. Rep.</source> <volume>9</volume> (<issue>1</issue>), <fpage>19620</fpage>.  doi: <pub-id pub-id-type="doi">10.1038/s41598-019-56206-3</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wingett</surname> <given-names>S. W.</given-names>
</name>
<name>
<surname>Andrews</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>FastQ Screen: A Tool for Multi-Genome Mapping and Quality Control</article-title>. <source>F1000Res</source> <volume>7</volume>, <fpage>1338</fpage>.  doi: <pub-id pub-id-type="doi">10.12688/f1000research.15931.1</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wood</surname> <given-names>D. E.</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Langmead</surname> <given-names>B.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Improved Metagenomic Analysis With Kraken 2</article-title>. <source>Genome Biol.</source> <volume>20</volume> (<issue>1</issue>), <fpage>257</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13059-019-1891-0</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yasuda</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Oh</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Ren</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Tickle</surname> <given-names>T. L.</given-names>
</name>
<name>
<surname>Franzosa</surname> <given-names>E. A.</given-names>
</name>
<name>
<surname>Wachtman</surname> <given-names>L. M.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Biogeography of the Intestinal Mucosal and Lumenal Microbiome in the Rhesus Macaque</article-title>. <source>Cell Host Microbe</source> <volume>17</volume> (<issue>3</issue>), <fpage>385</fpage>&#x2013;<lpage>391</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.chom.2015.01.015</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Factors Affecting the Ranging Behavior of White-Headed Langurs (Trachypithecus Leucocephalus)</article-title>. <source>Int. J. Primatol</source> <volume>32</volume> (<issue>2</issue>), <fpage>511</fpage>&#x2013;<lpage>523</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10764-010-9486-3</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>