<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2024.1505218</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title><italic>Bacteroides thetaiotaomicron</italic> enhances oxidative stress tolerance through rhamnose-dependent mechanisms</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Xie</surname> <given-names>Shuo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Ma</surname> <given-names>Junze</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Lu</surname> <given-names>Zheng</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1249368/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Hainan Province Key Laboratory of One Health, Collaborative Innovation Center of One Health, School of Life and Health Sciences, Hainan University</institution>, <addr-line>Haikou, Hainan</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Guangdong Provincial Key Laboratory of Marine Biotechnology, Department of Biology, Institute of Marine Sciences, Shantou University</institution>, <addr-line>Shantou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Baolei Jia, Xianghu Lab, China</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Regis Stentz, Institute of Food Research (BBSRC), United Kingdom</p>
<p>Jessica Rhea Sieber, University of Minnesota Duluth, United States</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Zheng Lu, <email>lzheng@hainanu.edu.cn</email></corresp>
<fn fn-type="equal" id="fn0001"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>11</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1505218</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Xie, Ma and Lu.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Xie, Ma and Lu</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>This study probes into the unique metabolic responses of <italic>Bacteroides thetaiotaomicron</italic> (<italic>B. thetaiotaomicron</italic>), a key player in the gut microbiota, when it metabolizes rhamnose rather than typical carbohydrates. Known for its predominant role in the Bacteroidetes phylum, <italic>B. thetaiotaomicron</italic> efficiently breaks down poly- and mono-saccharides into beneficial short-chain fatty acids (SCFAs), crucial for both host health and microbial ecology balance. Our research focused on how this bacterium&#x2019;s SCFA production differ when utilizing various monosaccharides, with an emphasis on the oxidative stress responses triggered by rhamnose consumption. Notably, rhamnose use results in unique metabolic byproducts, including substantial quantities of 1,2-propanediol, which differs significantly from those produced during glucose metabolism. Our research reveals that rhamnose consumption is associated with a reduction in reactive oxygen species (ROS), signifying improved resistance to oxidative stress compared to other sugars. This effect is attributed to specific gene expressions within the rhamnose metabolic pathway. Notably, overexpression of the rhamnose metabolism regulator RhaR in <italic>B. thetaiotaomicron</italic> enhances its survival in oxygen-rich conditions by reducing hydrogen peroxide production. This reduction is linked to decreased expression of pyruvate:ferredoxin oxidoreductase (PFOR). In contrast, experiments with a <italic>rhaR</italic>-deficient strain demonstrated that the absence of RhaR causes <italic>B. thetaiotaomicron</italic> cells growing on rhamnose to produce ROS at rates comparable to cells grown on glucose, therefore, losing their advantage in oxidative resistance. Concurrently, the expression of PFOR is no longer suppressed. These results indicate that when <italic>B. thetaiotaomicron</italic> is cultured in a rhamnose-based medium, RhaR can restrain the expression of PFOR. Although PFOR is not a primary contributor to intracellular ROS production, its sufficient inhibition does reduce ROS levels to certain extent, consequently improving the bacterium&#x2019;s resistance to oxidative stress. It highlights the metabolic flexibility and robustness of microbes in handling diverse metabolic challenges and oxidative stress in gut niches through the consumption of alternative carbohydrates.</p>
</abstract>
<kwd-group>
<kwd><italic>Bacteroides</italic></kwd>
<kwd>rhamnose</kwd>
<kwd>SCFA</kwd>
<kwd>oxidative stress</kwd>
<kwd>PFOR</kwd>
</kwd-group>
<counts>
<fig-count count="10"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="58"/>
<page-count count="14"/>
<word-count count="9820"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Extreme Microbiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>The phylum Bacteroidota, formerly known as Bacteroidetes, predominantly populating the gastrointestinal tract of mammals, together with Bacillota (referred to as Firmicutes), comprises about 90% of the intestine&#x2019;s total bacterial population (<xref ref-type="bibr" rid="ref40">Patterson et al., 2016</xref>; <xref ref-type="bibr" rid="ref53">Tajkarimi and Wexler, 2017</xref>; <xref ref-type="bibr" rid="ref12">Illiano et al., 2020</xref>). Extensively studied, the genus <italic>Bacteroides</italic> within this phylum plays a crucial role in degrading complex carbohydrates that are otherwise indigestible for the host. This breakdown of dietary fiber leads to the fermentation process in the gut, resulting in the production of short-chain fatty acids (SCFAs) such as acetate and propionate (<xref ref-type="bibr" rid="ref42">Rangan and Hang, 2017</xref>; <xref ref-type="bibr" rid="ref41">Porter et al., 2018</xref>; <xref ref-type="bibr" rid="ref8">Fang et al., 2019</xref>; <xref ref-type="bibr" rid="ref19">Lap&#x00E9;bie et al., 2019</xref>). These SCFAs are vital for the host, serving as an energy source after their transportation to the colon wall, passive diffusion into the bloodstream, and eventual uptake by various organs. Additionally, SCFAs contribute to a balanced gut microbiota by promoting the growth of beneficial bacteria and inhibiting the proliferation of harmful pathogens (<xref ref-type="bibr" rid="ref29">Martin-Gallausiaux et al., 2021</xref>; <xref ref-type="bibr" rid="ref57">Ye et al., 2021</xref>).</p>
<p>The genus Bacteroides encompasses various species such as <italic>Bacteroides fragilis</italic> (<italic>B. fragilis</italic>), <italic>Bacteroides thetaiotaomicron</italic> (<italic>B. thetaiotaomicron</italic>), <italic>Bacteroides uniformis</italic>, and <italic>Phocaeicola vulgatus</italic> (previously known as <italic>Bacteroides vulgatus</italic>) (<xref ref-type="bibr" rid="ref46">Salyers, 1984</xref>; <xref ref-type="bibr" rid="ref56">Wexler, 2007</xref>). Among these, <italic>B. thetaiotaomicron</italic> stands out as one of the predominant species and is considered the typical strain of Bacteroides (<xref ref-type="bibr" rid="ref4">Comstock and Coyne, 2003</xref>; <xref ref-type="bibr" rid="ref57">Ye et al., 2021</xref>). It is distinguished by its unparalleled array of carbohydrate-active enzymes relative to almost all other sequenced strains (<xref ref-type="bibr" rid="ref4">Comstock and Coyne, 2003</xref>; <xref ref-type="bibr" rid="ref57">Ye et al., 2021</xref>). It contains 172 glycosyl hydrolases, 11 enzymes that degrade host-derived products, 163 outer membrane polysaccharide-binding proteins, and 20 sugar-specific transporters. Moreover, its uncomplicated nutritional requirements allow it to metabolize a variety of sugars as substrates for carbon sources and energy acquisition (<xref ref-type="bibr" rid="ref32">McKee et al., 2021</xref>; <xref ref-type="bibr" rid="ref57">Ye et al., 2021</xref>). <italic>B. thetaiotaomicron</italic> is recognized as a highly effective polysaccharide-degrading bacterium and is increasingly acknowledged as an excellent model for investigating the mechanisms of bacterial polysaccharide degradation (<xref ref-type="bibr" rid="ref3">Bry et al., 1996</xref>; <xref ref-type="bibr" rid="ref6">El Kaoutari et al., 2013</xref>; <xref ref-type="bibr" rid="ref19">Lap&#x00E9;bie et al., 2019</xref>).</p>
<p><italic>Bacteroides</italic> are present in the mammalian gastrointestinal tract, where the immediate proximity of intestinal epithelial cells to blood vessels facilitates efficient oxygen (O<sub>2</sub>) delivery. As O<sub>2</sub> moves away from the blood vessels and into the lumen of the gut, its levels gradually decrease due to metabolic processes and cellular consumption. Colonocytes consume significant amounts of O<sub>2</sub> via mitochondrial respiration, which impedes O<sub>2</sub> diffusion into the gut (<xref ref-type="bibr" rid="ref20">Lee et al., 2022</xref>). The presence of facultative anaerobes such as <italic>E. coli</italic> in the lumen may further deplete the limited O<sub>2</sub>, creating an almost anaerobic environment (<xref ref-type="bibr" rid="ref7">Espey, 2013</xref>; <xref ref-type="bibr" rid="ref15">Kelly and Colgan, 2016</xref>; <xref ref-type="bibr" rid="ref48">Schwerdtfegerid et al., 2019</xref>; <xref ref-type="bibr" rid="ref2">Bossuet-Greif et al., 2023</xref>; <xref ref-type="bibr" rid="ref20">Lee et al., 2022</xref>). As a consequence, over 90% of enteric bacteria adopt strict anaerobic survival strategies. <italic>Bacteroides</italic> are among these obligate anaerobes, with <italic>B. thetaiotaomicron</italic> and <italic>B. fragilis</italic> commonly used as models for studying the anaerobic mechanisms of gut microbes (<xref ref-type="bibr" rid="ref37">Pan and Imlay, 2001</xref>; <xref ref-type="bibr" rid="ref52">Sund et al., 2008</xref>; <xref ref-type="bibr" rid="ref43">Reott et al., 2009</xref>; <xref ref-type="bibr" rid="ref14">Ito et al., 2020</xref>; <xref ref-type="bibr" rid="ref16">Khademian and Imlay, 2020</xref>; <xref ref-type="bibr" rid="ref49">Shin et al., 2024</xref>). They have developed fundamental oxidative defense mechanisms to counteract harmful reactive oxygen species (ROS) generated inside the cells, such as synthesizing antioxidant enzymes like superoxide dismutase (SOD), catalase and peroxidases (<xref ref-type="bibr" rid="ref31">McCord et al., 1971</xref>; <xref ref-type="bibr" rid="ref10">Gregory et al., 1978</xref>; <xref ref-type="bibr" rid="ref44">Rocha et al., 2003</xref>; <xref ref-type="bibr" rid="ref35">Mishra and Imlay, 2013</xref>; <xref ref-type="bibr" rid="ref22">Lin et al., 2022</xref>). However, when exposed to aerobic environments, the elevated levels of endogenous ROS and O<sub>2</sub> molecules can still damage crucial enzymes involved in energy metabolism. This disruption can lead to the breakdown of energy production, causing the bacteria to lose their energy source and cease proliferation (<xref ref-type="bibr" rid="ref37">Pan and Imlay, 2001</xref>; <xref ref-type="bibr" rid="ref24">Lu and Imlay, 2017</xref>; <xref ref-type="bibr" rid="ref26">Lu et al., 2018</xref>).</p>
<p>In this context, rhamnose, a deoxy sugar commonly found in the glycans&#x2019; structures within the food matrix, transcends its basic role as a mere source of carbon and energy for enteric bacteria. The study suggests that its utilization by <italic>B. thetaiotaomicron</italic> may be linked to the bacterium&#x2019;s ability to manage oxidative stress.</p>
</sec>
<sec sec-type="results" id="sec2">
<title>Results</title>
<sec id="sec3">
<title>Sugar utilization by <italic>B. thetaiotaomicron</italic> in relation to monosaccharides and their derivatives</title>
<p>While extensive research has examined the utilization of polysaccharides by <italic>Bacteroides</italic> spp., details on their specific preferences for certain monosaccharides remain scarce. This study explores the growth capabilities of <italic>B. thetaiotaomicron</italic> when cultured with nine diverse simple sugars and their derivatives as the sole carbon source.</p>
<p>Bacterial growth was measured in the presence of different carbohydrates. The results indicate that <italic>B. thetaiotaomicron</italic> is capable of efficiently metabolizing most of the tested monosaccharides. Specifically, glucose, galactose, mannose, arabinose, rhamnose and xylose promoted rapid growth (<xref ref-type="fig" rid="fig1">Figure 1</xref>). The bacteria failed to sustain growth on fucose, glucuronic acid, and galacturonic acid when these were the only carbon sources provided.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Growth dynamics of <italic>Bacteroides thetaiotaomicron</italic> with various monosaccharides as carbon sources. The growth curve data represent the average values from three independent experiments.</p>
</caption>
<graphic xlink:href="fmicb-15-1505218-g001.tif"/>
</fig>
<p>We also simultaneously introduced glucose and rhamnose into the growth medium and monitored the consumption rates of these monosaccharides. Our observations indicated that <italic>B. thetaiotaomicron</italic> was concurrently utilizing both sugars as carbon sources for growth. Initially, glucose was consumed at a higher rate, but in the later stages of growth, the cells predominantly utilized rhamnose (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>).</p>
</sec>
<sec id="sec4">
<title>Quantify SCFAs produced by <italic>B. thetaiotaomicron</italic></title>
<p>To explore the metabolic capability of <italic>B. thetaiotaomicron</italic> in producing SCFAs when cultivated on various monosaccharides as the sole carbon sources. <italic>B. thetaiotaomicron</italic> was cultivated using various monosaccharides as the sole carbon sources. During the culturing process, samples were collected every 4&#x202F;h during the initial 12-h period, followed by collections every 6&#x2013;12&#x202F;h. For gas chromatography (GC) analysis, the samples were prepared according to the procedures outlined in the Materials and Methods section. The process diagram is illustrated in <xref ref-type="fig" rid="fig2">Figure 2A</xref>. The retention times of each SCFA were established by comparing them with standard substances, as shown in <xref ref-type="fig" rid="fig2">Figure 2B</xref>. The results indicated that <italic>B. thetaiotaomicron</italic> predominantly produced acetic acid, with negligible levels of other SCFAs such as propionic, isobutyric, butyric, valeric, and isovaleric acids detected throughout the fermentation course (<xref ref-type="fig" rid="fig2">Figures 2C</xref>, <xref ref-type="fig" rid="fig3">3A,B</xref>). Notably, when grown in defined medium supplemented with rhamnose, referred to hereafter as DMR medium, <italic>B. thetaiotaomicron</italic> exhibited enhanced acetic acid production compared to other monosaccharides. Specifically, after 48&#x202F;h of fermentation, the peak area of acetic acid from rhamnose was approximately twice that from other carbon sources, corresponding to an acetate concentration of 0.20&#x202F;g/L (<xref ref-type="fig" rid="fig2">Figure 2C</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Gas chromatography (GC) detection of SCFAs produced by <italic>B. thetaiotaomicron</italic>. <bold>(A)</bold> Illustration of the SCFA quantification process via GC. <bold>(B)</bold> Retention times of SCFA standards. 1: acetic acid (15.26&#x202F;min); 2: propionic acid (16.92&#x202F;min); 3: isobutyric acid (17.48&#x202F;min); 4: butyric acid (18.66&#x202F;min); 5: isovaleric acid (19.36&#x202F;min); 6: valeric acid (20.55&#x202F;min); 7: 4-methylvaleric acid (internal standard). <bold>(C)</bold> GC peaks of principal metabolites from <italic>B. thetaiotaomicron</italic> after 48&#x202F;h of growth. Peak 1: acetic acid; peak 2: 4-methylpentanoic acid (internal standard); leftmost peak represents methanol, which is added to the samples to stabilize them during gas chromatography and serves as a solvent carrier. For graphical clarity, only a portion of the methanol peak is shown. A red dashed line indicates the acetic acid peak when glucose is the carbon source. Labels: glu (glucose), man (mannose), ara (arabinose), xyl (xylose), gal (galactose), rha (rhamnose).</p>
</caption>
<graphic xlink:href="fmicb-15-1505218-g002.tif"/>
</fig>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Short-chain fatty acids (SCFA) production by <italic>B. thetaiotaomicron</italic> during 48-h growth. <bold>(A)</bold> Real-time SCFA yield measured throughout a 48-h culture in DM media supplemented with various monosaccharides, using GC. <bold>(B)</bold> Acetic acid production rate calculated by the ratio of acetic acid at 48&#x202F;h to cell density. Monosaccharides tested are labeled as in <xref ref-type="fig" rid="fig2">Figure 2</xref>. Error bars represent the SEM from at least three measurements. Statistical significance: ns (not significant), &#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, &#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, &#x002A;&#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001.</p>
</caption>
<graphic xlink:href="fmicb-15-1505218-g003.tif"/>
</fig>
<p>Over the period of a 48-h metabolic study, real-time GC analysis was performed to monitor the production of SCFAs by cells, again, no SCFAs other than acetic acid accumulated, and cellular growth in DMR medium was relatively slower compared to other defined media (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). To normalize acetic acid production against cell density, the concentration of acetic acid was divided by the corresponding OD<sub>600</sub> values. The results demonstrated that the production rate of acetic acid was markedly higher when rhamnose served as the carbon source, exceeding that observed with glucose by 1.6 times after 48&#x202F;h (<xref ref-type="fig" rid="fig3">Figure 3B</xref>).</p>
<p><italic>Bacteroides thetaiotaomicron</italic> was cultured in DMR or DM medium supplemented with glucose (DMG) for 6&#x202F;days, with daily sampling to monitor SCFA production. The results revealed that the acetic acid concentration in the DMR medium (0.45&#x202F;g/L) was approximately 4 times higher than that in DMG after 6&#x202F;days (<xref ref-type="fig" rid="fig4">Figure 4A</xref>). When acetic acid concentration from Day 6 was normalized to the culture&#x2019;s OD<sub>600</sub>, the production rate from DMR was approximately 6 times higher than from DMG (<xref ref-type="fig" rid="fig4">Figure 4B</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Six-day SCFA Production by <italic>B. thetaiotaomicron</italic>. <bold>(A)</bold> Real-time SCFA production rate. <italic>B. thetaiotaomicron</italic> was cultured in either DMG or DMR medium over 6&#x202F;days, with periodic sampling for GC analysis of SCFAs. <bold>(B)</bold> Rate of acetate production on day 6; glu (glucose), rha (rhamnose). &#x002A;&#x002A;&#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001. Error bars represent the SEM derived from at least three measurements.</p>
</caption>
<graphic xlink:href="fmicb-15-1505218-g004.tif"/>
</fig>
<p>During the analysis of cellular samples cultured in DMR medium for 6&#x202F;days, GC monitoring revealed a peak corresponding to a non-SCFA compound, with an area comparable to that of acetic acid as indicated in <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>. Notably, this peak was absent in cultures utilizing glucose or other monosaccharide carbon sources. Subsequent GC analysis identified the compound as 1,2-propanediol (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>). This finding is consistent with previous literature indicating that <italic>B. thetaiotaomicron</italic> metabolizes rhamnose via a phosphorylation-dependent metabolic pathway, leading to the production of propanediol (<xref ref-type="bibr" rid="ref39">Patel et al., 2008</xref>; <xref ref-type="bibr" rid="ref27">MacCabe et al., 2021</xref>). The pathway is distinct from the typical glycolytic breakdown of glucose, which primarily generates acetate, succinate and lactate (<xref ref-type="bibr" rid="ref37">Pan and Imlay, 2001</xref>; <xref ref-type="bibr" rid="ref16">Khademian and Imlay, 2020</xref>).</p>
<p>In addition to the peak for 1,2-propanediol, lactate was detected in samples cultured for 6&#x202F;days (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>). Similar to propanediol, this peak was also absent in measurements taken during the 48-h culture period, suggesting that the accumulation of both lactate and propanediol within cells occurs more gradually than that of acetate. Despite these findings, another common fermentation byproduct, succinate, was not detected. This absence could be attributed to suboptimal GC detection conditions, indicating that adjustments to the GC column and vaporization temperatures may be necessary.</p>
</sec>
<sec id="sec5">
<title><italic>B. thetaiotaomicron</italic> displays increased tolerance to oxidation when cultured in DMR medium</title>
<p><italic>Bacteroides thetaiotaomicron</italic>, a strictly anaerobic bacterium, is known for its high susceptibility to oxidative environments (<xref ref-type="bibr" rid="ref33">Meehan et al., 2012</xref>; <xref ref-type="bibr" rid="ref24">Lu and Imlay, 2017</xref>, <xref ref-type="bibr" rid="ref25">2021</xref>; <xref ref-type="bibr" rid="ref26">Lu et al., 2018</xref>). This study examined its ability to resume growth after exposure to air. Initially, under anaerobic conditions in DMG medium, <italic>B. thetaiotaomicron</italic> displayed an average generation time of 3.5&#x202F;h. Exposure to air completely inhibited growth, but subsequent reversion to anaerobic conditions allowed the bacterium to slowly restore its metabolic functions. However, its generation time extended to 3.38 times that of its normal rate (<xref ref-type="fig" rid="fig5">Figure 5A</xref>), with a noticeable increase in turbidity.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Impact of rhamnose metabolism on the growth of <italic>B. thetaiotaomicron</italic> under oxidative conditions. <bold>(A)</bold> Post-aeration recovery patterns of <italic>B. thetaiotaomicron</italic> cells after 6-h aeration. <bold>(B)</bold> Comparison of anaerobic growth generation times for <italic>B. thetaiotaomicron</italic> with and without exposure to air. <bold>(C)</bold> Inhibition zones caused by H<sub>2</sub>O<sub>2</sub> on <italic>B. thetaiotaomicron</italic>. Cells were incubated on DM agar plates with either sterile water <bold>(A)</bold> or 1&#x202F;M H<sub>2</sub>O<sub>2</sub> <bold>(B)</bold> for 3&#x202F;days, resulting in clear zones of complete bacterial inhibition. <bold>(D)</bold> Diameters of the inhibition zones. Cells were cultured in DM medium containing either glu (glucose) or rha (rhamnose) as the singular carbon source. &#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, &#x002A;&#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001. Error bars represent the SEM derived from at least three measurements.</p>
</caption>
<graphic xlink:href="fmicb-15-1505218-g005.tif"/>
</fig>
<p>Growth experiments in DMR medium showed no growth under aerobic conditions. Yet, the difference in generation time after and before exposure to O<sub>2</sub> was less marked, with a ratio of 1.07 (<xref ref-type="fig" rid="fig5">Figure 5B</xref>). These results indicate that <italic>B. thetaiotaomicron</italic>, when utilizing rhamnose as a carbon source, exhibits enhanced resistance to oxidative damages compared to glucose, facilitating quicker recovery from oxygen-induced stress.</p>
<p><italic>Bacteroides thetaiotaomicron</italic>&#x2019;s response to hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>)-induced oxidative stress was further investigated using the agar diffusion method. In the immediate vicinity of the H<sub>2</sub>O<sub>2</sub>-soaked disks, a significant inhibition of <italic>B. thetaiotaomicron</italic> growth was observed, indicating substantial oxidative stress preventing normal bacterial metabolism and growth (<xref ref-type="fig" rid="fig5">Figure 5C</xref>). Notably, when cultured on DMR agar plates, which use rhamnose as the sole carbon source, the zone of inhibition measured approximately 38&#x202F;mm in diameter. In contrast, on DMG plates, where glucose is the primary carbon source, the inhibition zone expanded to about 45.3&#x202F;mm (<xref ref-type="fig" rid="fig5">Figure 5D</xref>). Despite the relatively minor variation in the inhibitory effect of H<sub>2</sub>O<sub>2</sub> on <italic>B. thetaiotaomicron</italic> when using glucose and rhamnose as the sole carbon sources, repeated experimental validation confirmed the presence of this discrepancy. This finding indicates that <italic>B. thetaiotaomicron</italic> exhibits greater resilience to oxidative stress when grown in the presence of rhamnose compared to glucose.</p>
</sec>
<sec id="sec6">
<title>Regulation of rhamnose metabolism in <italic>B. thetaiotaomicron</italic> through RhaR overexpression</title>
<p>In our analysis, we examined the growth and metabolic features of <italic>B. thetaiotaomicron</italic> when utilizing <sc>l</sc>-rhamnose as a carbon source. The findings revealed a metabolic profile characterized by the production of acetic acid and 1,2-propanediol. Additionally, the strain displayed notable tolerance to oxidative environments. A question that arises is: How does the use of rhamnose contribute to the bacterium&#x2019;s recovery and growth following oxidation exposure?</p>
<p>In <italic>Bacteroides</italic>, overexpression of the transcription factor RhaR can upregulate the overall transcription level of each gene of the <italic>rhaKIPAO</italic> gene cluster involved in rhamnose metabolism (<xref ref-type="bibr" rid="ref38">Patel et al., 2009</xref>; <xref ref-type="bibr" rid="ref45">Rodionova et al., 2013</xref>). We engineered a <italic>rhaR</italic> gene (BT3768) overexpression strain (named as using Bt-p<italic>rhaR</italic>) using the plasmid pNLY1-P<italic>
<sub>susA</sub>
</italic> (<xref ref-type="bibr" rid="ref50">Shipman et al., 1999</xref>).</p>
<p>To verify the efficacy of the overexpression, RT-qPCR was employed to measure the transcription levels of the <italic>rhaKIPAO</italic> cluster in the modified strain. The results revealed significant upregulation of gene expression in Bt-p<italic>rhaR</italic> compared to a control strain harboring an empty vector (Bt-pNLY), particularly when grown in DMR medium (<xref ref-type="fig" rid="fig6">Figure 6A</xref>). Specifically, when Bt-p<italic>rhaR</italic> was cultured in DMR medium, the transcription levels of the <italic>rhaKIPAO</italic> gene cluster showed substantial increases with fold changes of 26.04, 44.37, 33.30, 19.98, and 13.40 respectively, compared to Bt-pNLY grown in DMG. When both strains were cultured in DMR medium, the relative transcription levels in Bt-p<italic>rhaR</italic> increased by fold changes of 1.64, 2.39, 5.27, 6.22, and 4.83 for each respective gene when compared to Bt-pNLY. Additionally, under rhamnose growth conditions, the <italic>rhaR</italic> expression levels in Bt-p<italic>rhaR</italic> exhibited a 3.84-fold increase compared to its expression in Bt-pNLY with glucose as the carbon source. Further comparative analysis also demonstrated that when Bt-pNLY utilized rhamnose instead of glucose, there was a notable enhancement in the transcription levels of genes within the <italic>rhaKIPAO</italic> cluster and <italic>rhaR</italic> itself, with fold changes of 15.85, 18.52, 6.31, 3.21, 2.77, and 3.05, respectively (<xref ref-type="fig" rid="fig6">Figure 6A</xref>). These findings indicate that <italic>B. thetaiotaomicron</italic>, when utilizing rhamnose as the sole carbon source, induces the <italic>rhaKIPAO</italic> cluster leading to commenced transcription. The overexpression of RhaR positively affects the transcription of the structural genes <italic>KIPAO</italic> within the <italic>rha</italic> operon.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Overexpression of <italic>rhaR</italic> enhances rhamnose metabolism in <italic>B. thetaiotaomicron</italic>. <bold>(A)</bold> Diagram of <italic>B. thetaiotaomicron</italic> rhamnose metabolism gene cluster, including <sc>l</sc>-rhamnose permease (<italic>rhaK</italic>), isomerase (<italic>rhaI</italic>), kinase (<italic>rhaP</italic>), 1-phosphate aldolase (<italic>rhaA</italic>), lactaldehyde reductase (<italic>rhaO</italic>), and regulatory factor (<italic>rhaR</italic>). qPCR analysis on Bt-pNLY (with glucose &#x201C;glu&#x201D; or rhamnose &#x201C;rha&#x201D; as the carbon source) and Bt-p<italic>rhaR</italic> (rhamnose carbon source) strains, using 2<sup>&#x2212;&#x0394;Ct</sup> for absolute transcription levels. <bold>(B)</bold> Comparative SCFA production in <italic>B. thetaiotaomicron</italic> strains grown in DMR medium for 6&#x202F;days, analyzed via GC. &#x201C;ns&#x201D; signifies no statistically significant difference, &#x201C;&#x002A;,&#x201D; &#x201C;&#x002A;&#x002A;,&#x201D; &#x201C;&#x002A;&#x002A;&#x002A;,&#x201D; and &#x201C;&#x002A;&#x002A;&#x002A;&#x002A;&#x201D; symbolize significance levels of <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, and <italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001, respectively. Error bars represent the SEM derived from at least three measurements.</p>
</caption>
<graphic xlink:href="fmicb-15-1505218-g006.tif"/>
</fig>
<p>Has the transcriptional upregulation of the <italic>rhaKIPAO</italic> cluster indeed enhanced rhamnose catabolism? This question was addressed by determining the metabolite production rates using GC analysis. To observe significant metabolite accumulation, cultures were incubated for 6&#x202F;days. The results indicated that acetic acid production in the WT strain without a plasmid was comparable to that in the Bt-pNLY strain; however, production in the Bt-p<italic>rhaR</italic> strain was 32.4% higher than both (<xref ref-type="fig" rid="fig6">Figure 6B</xref> and <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>). Notably, 1,2-propanediol was the primary non-fatty acid metabolite that significantly accumulated in all tested strains, while Bt-pNLY and the WT strain without plasmid showed similar synthesis rates for this metabolite, the Bt-p<italic>rhaR</italic> strain exhibited the highest production (<xref ref-type="fig" rid="fig6">Figure 6B</xref>). Furthermore, despite the overexpression of the RhaR protein, the yield of other SCFA products remained lower (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>).</p>
</sec>
<sec id="sec7">
<title>Rhamnose utilization benefits <italic>B. thetaiotaomicron</italic> cells to tolerate air exposure by reducing endogenous ROS generation</title>
<p>Bt-p<italic>rhaR</italic> cells were aerated for 6&#x202F;h and survival was measured by comparing colony counts before and after air exposure. When grown with glucose as the sole carbon source, the survival rate of Bt-p<italic>rhaR</italic> after aeration was around 22%, while in the DMR medium, it reached 64.8% (<xref ref-type="fig" rid="fig7">Figure 7A</xref>). This result support the notion that using rhamnose as a carbon source for metabolism is more effective than glucose in shielding <italic>B. thetaiotaomicron</italic> from O<sub>2</sub> toxicity.</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>O<sub>2</sub> tolerance and ROS mitigation via rhamnose metabolism in <italic>B. thetaiotaomicron</italic>. <bold>(A)</bold> Survival of Bt-p<italic>rhaR</italic> after aeration grown in DM medium with either glucose or rhamnose. Post-exposure to atmospheric O<sub>2</sub> for 0 or 6&#x202F;h, growth was assessed under anaerobic conditions. <bold>(B)</bold> H<sub>2</sub>O<sub>2</sub> accumulation in SM136-p<italic>rhaR</italic>. Cells were anaerobically cultured in DMG and DMR media. The log-phase cells were re-suspended in oxygenated PBS (pH 7.2) plus either glucose (glu) or rhamnose (rha) at an OD<sub>600</sub> of 0.01. Cell suspensions were sampled every 3&#x202F;min, centrifuged to remove cells, and the resulting supernatant was analyzed for H<sub>2</sub>O<sub>2</sub> concentrations using Amplex red dye. Detailed methodology is provided in Materials and methods. ns, not significant; &#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01. Error bars represent the SEM derived from at least three measurements.</p>
</caption>
<graphic xlink:href="fmicb-15-1505218-g007.tif"/>
</fig>
<p>Why can the use of rhamnose assist <italic>B. thetaiotaomicron</italic> cells in withstanding air exposure? This study seeks to understand whether it could help <italic>B. thetaiotaomicron</italic> cells manage ROS production and mitigate oxidative stress. To investigate this, we utilized a mutant strain of <italic>B. thetaiotaomicron</italic>, designated SM136, which was constructed by Imlay Lab (<xref ref-type="bibr" rid="ref35">Mishra and Imlay, 2013</xref>) to lack major H<sub>2</sub>O<sub>2</sub> degrading enzymes&#x2014;specifically KatE, AhpCF, Rbr1, and Rbr2. Upon exposure to air, H<sub>2</sub>O<sub>2</sub> is generated within the cells and subsequently diffuses into the extracellular space, allowing the measurement of extracellular H<sub>2</sub>O<sub>2</sub> concentrations to infer internal ROS levels.</p>
<p>We further introduced either the p<italic>rhaR</italic> plasmid into the SM136 strain, resulting in the derivatives SM136-p<italic>rhaR</italic>. The Strain was cultured in DMG or DMR media to assess endogenous H<sub>2</sub>O<sub>2</sub> production. Results indicated that SM136-p<italic>rhaR</italic> cells utilizing rhamnose produced H<sub>2</sub>O<sub>2</sub> at approximately 11&#x202F;nM/min, which was lower than the 16.5&#x202F;nM/min observed in cells grown in DMG medium (<xref ref-type="fig" rid="fig7">Figure 7B</xref>). These findings support the hypothesis that rhamnose reduces ROS production in aerated <italic>B. thetaiotaomicron</italic> cells compared to glucose, thereby assisting the bacteria in managing oxidative stress.</p>
</sec>
<sec id="sec8">
<title>Why does rhamnose metabolism affect the production of H<sub>2</sub>O<sub>2</sub>?</title>
<p>Enhanced rhamnose metabolism has been shown to inhibit the activity of pyruvate:ferredoxin oxidoreductase (PFOR) (<xref ref-type="bibr" rid="ref38">Patel et al., 2009</xref>), one of the enzymes responsible for converting pyruvate to acetyl-CoA in <italic>B. thetaiotaomicron</italic>, via alternative pathways. Such inhibition contributes to the increased resistance of <italic>B. thetaiotaomicron</italic> to metronidazole (<xref ref-type="bibr" rid="ref36">Narikawa et al., 1991</xref>; <xref ref-type="bibr" rid="ref38">Patel et al., 2009</xref>). In strains tolerant to metronidazole, PFOR transcription is notably reduced, suggesting that the diminished enzyme activity is due to lower transcriptional expression levels (<xref ref-type="bibr" rid="ref5">Diniz, 2004</xref>). If PFOR activity is similarly inhibited in our experiments, it would restrict the electron flow through the enzyme, impacting the electron transfer to downstream low-redox potential components, which are considered as potential sources of intracellular ROS.</p>
<p>RT-qPCR was employed to assess if the expression level of <italic>pfor</italic> was affected by the up-regulation of the rhamnose gene cluster. The results showed that the Bt-p<italic>rhaR</italic> strain, when grown in DMR medium, had a <italic>pfor</italic> gene transcription level that was substantially reduced to a fold change of 0.24 compared to the control Bt-pNLY strain, which utilized glucose (<xref ref-type="fig" rid="fig8">Figure 8</xref>). These findings suggest that elevated expression of the <italic>rha</italic> gene cluster suppresses the pyruvate oxidoreductase expression, thus reducing electron flow through the enzyme. Such inhibition could lead to diminished partial reduction of O<sub>2</sub> molecules by downstream components, possibly decreasing ROS generation.</p>
<fig position="float" id="fig8">
<label>Figure 8</label>
<caption>
<p>Effect of RhaR overexpression on PFOR and PFL gene transcription. Two groups of samples: Bt-pNLY and Bt-p<italic>rhaR</italic>, both fed with rhamnose as the carbon source. The relative transcription levels were calculated by 2<sup>&#x2212;&#x0394;&#x0394;Ct</sup> method, with the strain Bt-pNLY (glucose as the carbon source) serving as the control. &#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, &#x002A;&#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001. Error bars represent the SEM derived from at least three measurements.</p>
</caption>
<graphic xlink:href="fmicb-15-1505218-g008.tif"/>
</fig>
<p>Pyruvate:formate lyase (PFL) serves as an alternative pyruvate-dissimilating enzyme that splits pyruvate into acetyl-CoA and formate. It offers a pathway for pyruvate dissimilation that is independent of PFOR, effectively circumventing the need for downstream electron transfer (<xref ref-type="bibr" rid="ref18">Knappe et al., 1984</xref>; <xref ref-type="bibr" rid="ref55">Wagner et al., 1992</xref>; <xref ref-type="bibr" rid="ref28">Marquet et al., 2007</xref>). RT-qPCR was also used to determine whether the expression levels of PFL were affected by the overexpression of RhaR. The results indicated that the transcription level of PFL in the Bt-p<italic>rhaR</italic> strain, cultivated in DMR medium, was comparable to, or even slightly higher than, that observed in the Bt-pNLY strain grown in DMG (<xref ref-type="fig" rid="fig8">Figure 8</xref>).</p>
</sec>
<sec id="sec9">
<title>The transcription factor RhaR, rather than downstream rhamnose catabolism, confers oxidative stress tolerance on <italic>B. thetaiotaomicron</italic></title>
<p>The expression of <italic>rhaR</italic> positively influences the transcription of <italic>KIPAO</italic> operon, boosting rhamnose metabolism. It remains to be determined whether it is the regulator RhaR itself or the degradation process of rhamnose that aids <italic>B. thetaiotaomicron</italic> in tolerating O<sub>2</sub>. To investigate this, the <italic>rhaR</italic> gene was knocked out in the SM136 strain, creating a mutant designated as JZ005, and subsequent assays were performed. Despite the absence of RhaR, JZ005 still consumed rhamnose as the carbon source to grow (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4</xref>). The test for anaerobic growth recovery following hyperoxia exposure showed no discernible difference in the growth of JZ005 between DMG and DMR media (<xref ref-type="fig" rid="fig9">Figure 9A</xref>). H<sub>2</sub>O<sub>2</sub> production measurements demonstrated that the rates of H<sub>2</sub>O<sub>2</sub> production in JZ005 were consistent during cell growth under DMG and DMR culture conditions (<xref ref-type="fig" rid="fig9">Figure 9B</xref>). Further qPCR verification confirmed that, in the &#x0394;<italic>rhaR</italic> background, the expression level of <italic>pfor</italic> remained unchanged when the carbon source was switched from glucose to rhamnose (<xref ref-type="fig" rid="fig9">Figure 9C</xref>). These findings demonstrate that the absence of <italic>rhaR</italic> may weaken the cellular ability to catabolize rhamnose, yet it does not affect the expression of <italic>pfor</italic> in response to shifts in carbon sources, nor does it impact the aerobic tolerance of <italic>B. thetaiotaomicron</italic> across different sugar substrates.</p>
<fig position="float" id="fig9">
<label>Figure 9</label>
<caption>
<p>Deletion of <italic>rhaR</italic> impairs the oxidative tolerance of <italic>B. thetaiotaomicron</italic>. <bold>(A)</bold> Recovery growth of <italic>rhaR</italic> mutant following oxidative treatment in DMG (glu) and DMR (rha) anaerobic media. <bold>(B)</bold> Variation in H<sub>2</sub>O<sub>2</sub> production rates in mutants grown in DMG and DMR media. <bold>(C)</bold> qPCR analysis comparing <italic>pfor</italic> expression in <italic>rhaR</italic> mutant across glucose (glu) and rhamnose (rha) carbon sources. &#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05; ns, not significant. Error bars represent the SEM derived from at least three measurements.</p>
</caption>
<graphic xlink:href="fmicb-15-1505218-g009.tif"/>
</fig>
</sec>
<sec id="sec10">
<title>Rhamnose has a modest role in activating cellular oxidative defenses</title>
<p>In <italic>B. thetaiotaomicron</italic>, rhamnose metabolism may be linked to specific cellular processes that aid in combating oxidative stress by potentially boosting the expression of antioxidant enzymes. To investigate this hypothesis, we assessed the impact of rhamnose on the transcription levels of these antioxidants in <italic>B. thetaiotaomicron</italic> cells. The enzymes involved in degrading H<sub>2</sub>O<sub>2</sub> in <italic>B. thetaiotaomicron</italic> include AhpCF, KatE, Rbr1, and Rbr2 (<xref ref-type="bibr" rid="ref35">Mishra and Imlay, 2013</xref>). SOD catalyzes the dismutation of superoxide radicals (O<sub>2</sub><sup>&#x2212;</sup>) into hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>), thereby mitigating oxidative stress by facilitating the removal of these radicals. To introduce oxidative damages, cells were exposed to air for 1.5&#x202F;h, sufficient to trigger a response (<xref ref-type="bibr" rid="ref35">Mishra and Imlay, 2013</xref>). Gene transcription changes were quantified by qPCR before and after air exposure.</p>
<p>The results revealed that overexpression of RhaR in bacteria, with rhamnose as the carbon source, led to a modest increase in the transcription of the <italic>rbr2</italic> gene, showing a fold change of 1.53 recorded after aeration versus before (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S5</xref>). Rhamnose did not significantly influence the transcriptional expression of other ROS defense enzyme genes, including <italic>katE, ahpCF, rbr1,</italic> and <italic>sod</italic> (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S5</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec11">
<title>Discussion</title>
<p>In this study, we demonstrated that that <italic>B. thetaiotaomicron</italic>, when exposed to air, can employ rhamnose to reduce intracellular ROS production, thereby enhancing its capacity to withstand oxidative pressure. Unlike glucose metabolism, the degradation of rhamnose uniquely results in the substantial synthesis of acetic acid and 1,2-propanediol, highlighting the distinctive pathways involved in rhamnose utilization as compared to glucose. The findings here indicate that the intestinal anaerobe <italic>B. thetaiotaomicron</italic> can efficiently alleviate oxidative stress damage and boost SCFAs production through rhamnose utilization. It may deepen our understanding of the adaptive strategies and physiological regulatory mechanisms of these bacteria in dynamic environments, contributing to the expansion of knowledge about the intricate interactions between intestinal microbiota and their hosts.</p>
<sec id="sec12">
<title>Potential adaptation mechanisms of gut anaerobes in response to oxidative stress</title>
<p>Strict anaerobes struggle to survive in O<sub>2</sub>-rich environments for various reasons, and the exact mechanisms behind this are still unclear. Evidences suggest that certain bacteria may adapt to oxidative environments by metabolizing specific nutrients (<xref ref-type="bibr" rid="ref21">Li et al., 2022</xref>; <xref ref-type="bibr" rid="ref47">Santamaria et al., 2022</xref>). This adaptability is vital for species like <italic>Bacteroides</italic> spp., which reside in the gut microbiota&#x2014;a dynamic ecosystem where O<sub>2</sub> levels can vary due to factors such as inflammation, dietary shifts, or the activity of other microbes that either consume or produce O<sub>2</sub> (<xref ref-type="bibr" rid="ref15">Kelly and Colgan, 2016</xref>; <xref ref-type="bibr" rid="ref48">Schwerdtfegerid et al., 2019</xref>; <xref ref-type="bibr" rid="ref11">Huang and Li, 2020</xref>). It&#x2019;s possible that enteric anaerobes may switch to using specific metabolic processes to cope with temporary oxidative stresses. Such metabolic flexibility could have significant implications for human health. Therefore, understanding the survival mechanisms of gut bacteria during intermittent O<sub>2</sub> exposure can not only expand our knowledge of microbial physiology and adaptive strategies but also highlight the interconnectedness of microbial health and human well-being, paving the way for new therapeutic avenues and preventive measures.</p>
<p>The detailed study of <italic>B. thetaiotaomicron</italic>&#x2019;s carbohydrate metabolism underscores its role as a versatile organism within the gut microbiota, proficient at utilizing a diverse array of nutrient sources to flourish in varied niches within the gastrointestinal tract. This trait may not only help in its own survival but also influence the overall composition of the gut microbiome, promoting a balanced microbial ecology. <italic>B. thetaiotaomicron</italic> exhibits robust catabolic activity across a range of monosaccharides (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Notably, slower growth rates when metabolizing rhamnose compared to other monosaccharides suggest a more intricate metabolic pathway. Rhamnose, prevalent in the human gut (<xref ref-type="bibr" rid="ref9">Flint et al., 2012</xref>; <xref ref-type="bibr" rid="ref51">Sonnenburg and Sonnenburg, 2014</xref>), can be degraded anaerobically by enteric bacteria into SCFAs. When <italic>B. thetaiotaomicron</italic> catabolizes rhamnose, it primarily produces more acetic acid as SCFAs compared to other carbon sources. Acetic acid and other short-chain fatty acids (SCFAs) are crucial for maintaining colonic health. A deficiency in these metabolites may be associated with disorders such as inflammatory bowel disease (IBD), obesity, and diabetes (<xref ref-type="bibr" rid="ref23">Louis et al., 2014</xref>; <xref ref-type="bibr" rid="ref29">Martin-Gallausiaux et al., 2021</xref>).</p>
</sec>
<sec id="sec13">
<title>Rhamnose fermentation in <italic>B. thetaiotaomicron</italic></title>
<p>During the fermentation of rhamnose by <italic>B. thetaiotaomicron</italic>, acetic acid and 1,2-propanediol are the primary byproducts (<xref ref-type="fig" rid="fig3">Figures 3</xref>, <xref ref-type="fig" rid="fig4">4</xref>). How are these products produced? The metabolic pathway begins with the phosphorylation of rhamnose, leading to the production of dihydroxyacetone phosphate (DHAP) and <sc>l</sc>-lactaldehyde (<xref ref-type="fig" rid="fig10">Figure 10</xref>). <sc>l</sc>-lactaldehyde is then converted into 1,2-propanediol and <sc>l</sc>-lactic acid by lactaldehyde dehydrogenase (<xref ref-type="bibr" rid="ref27">MacCabe et al., 2021</xref>). Following this, DHAP is transformed into glyceraldehyde-3-phosphate (GAP), which in turn can be transformed into pyruvate. Pyruvate is then decarboxylated, primarily by the enzymes PFOR and PFL, to produce acetic acid (<xref ref-type="bibr" rid="ref13">Imlay et al., 2019</xref>; <xref ref-type="bibr" rid="ref17">Khademian and Imlay, 2021</xref>). Research from <xref ref-type="bibr" rid="ref38">Patel et al. (2009)</xref> illustrates that overexpression of the gene <italic>rhaR</italic> in <italic>B. thetaiotaomicron</italic> diminishes PFOR activity while escalating lactate dehydrogenase activity. This alteration likely leads to a reduction in PFOR&#x2019;s involvement in acetic acid production, favoring acetyl-CoA synthesis via PFL. PFL cleaves pyruvate into acetyl-CoA and formate, with acetyl-CoA subsequently converted to acetic acid. Rhamnose metabolism, which involves a series of enzymatic steps more complex than those for simpler sugars such as glucose, appears to facilitate a pathway for rhamnose fermentation that produces acetic acid, as illustrated in <xref ref-type="fig" rid="fig10">Figure 10</xref>. This represents a metabolic branch not previously documented. Additionally, the novel contribution of our research is the finding that the expression of the regulator RhaR inhibits the transcription of <italic>pfor</italic>, with PFL compensating for this decrease. This investigation into compensatory mechanisms provides new insights into the metabolic regulation of <italic>Bacteroides</italic> across different carbon sources, as illustrated in <xref ref-type="fig" rid="fig8">Figure 8</xref>.</p>
<fig position="float" id="fig10">
<label>Figure 10</label>
<caption>
<p>Scheme of promoting oxidative stress tolerance through rhamnose metabolism in <italic>B. thetaiotaomicron.</italic> The downward red arrows demonstrate that the transcriptional expression of PFOR is affected by rhamnose metabolism, which in turn influences the production of ROS at that node. The gray pathway illustrates a branch of glucose fermentation. Fd, ferredoxin; GAP, glyceraldehyde-3-phosphate; PEP, phosphoenolpyruvate; OAA, oxaloacetate; DHAP, dihydroxyacetone phosphate; PFL, pyruvate formate-lyase; PFOR, pyruvate: ferredoxin oxidoreductase; RNF, ferredoxin: NAD oxidoreductase; H<sub>2</sub>ase, hydrogenase; Fum, fumarase; FRD, fumarate reductase; LDH, lactate dehydrogenase.</p>
</caption>
<graphic xlink:href="fmicb-15-1505218-g010.tif"/>
</fig>
</sec>
<sec id="sec14">
<title>Implications of rhamnose consumption on oxidative stress management</title>
<p>Is there a correlation between these findings and the elevated bacterial oxidative tolerance upon rhamnose utilization? Further investigations confirm that enhancing rhamnose metabolism correlates with a reduction in endogenous ROS production. Notably, in a mutant strain lacking major H<sub>2</sub>O<sub>2</sub> scavenging enzymes, the overexpression of rhamnose degradation genes led to a diminished rate of H<sub>2</sub>O<sub>2</sub> accumulation when cultured in DMR medium, compared to growth on glucose (<xref ref-type="fig" rid="fig7">Figure 7</xref>). The decrease in H<sub>2</sub>O<sub>2</sub> levels might be linked to the downregulation of PFOR enzyme expression. ROS generation is hypothesized to arise from the autoxidation of enzymes located at the pyruvate node within central metabolism (<xref ref-type="bibr" rid="ref26">Lu et al., 2018</xref>). Due to the high electron flux rate at this juncture, conditions may become favorable for ROS formation, particularly involving low-potential cofactors, may predispose to ROS formation. The other side, <xref ref-type="fig" rid="fig1">Figure 1</xref> illustrates the relatively slow growth on rhamnose, which does not seem to impact the cells&#x2019; capacity to produce ROS. As depicted in <xref ref-type="fig" rid="fig9">Figure 9B</xref>, deletion of the <italic>rhaR</italic> gene indicates that ROS production rates in cells grown on a rhamnose-based medium are comparable to those in cells grown on glucose. This suggests that ROS production is primarily regulated by RhaR-mediated mechanisms. In the absence of RhaR, there is no down-regulation of PFOR expression, and consequently, cellular ROS levels remain unaffected.</p>
<p>It should be highlighted that PFOR is not the main source of intracellular ROS in <italic>B. thetaiotaomicron</italic>, as previously pointed out (<xref ref-type="bibr" rid="ref16">Khademian and Imlay, 2020</xref>). However, we noticed that the rate of ROS production in cells with the PFOR gene knocked out was slightly lower than in the wild-type background (<xref ref-type="bibr" rid="ref16">Khademian and Imlay, 2020</xref>). When its expression level is significantly affected, there can be a minor impact on ROS levels in the cells. Additionally, earlier studies have not assessed ROS production in <italic>B. thetaiotaomicron</italic> when rhamnose was the sole carbon source, a condition under which the role of PFOR in ROS production might differ.</p>
<p>The observation that a significant amount of acetic acid was produced and the expression level of <italic>pfor</italic> declined as cells catabolized rhamnose emphasizes an alternative route of pyruvate dissimilation dependent of PFL. PFL represents another mechanism for breaking down pyruvate without producing NADH, thereby helping to maintain cellular redox balance (<xref ref-type="bibr" rid="ref25">Lu and Imlay, 2021</xref>). Under such conditions, ROS level did not increase, apparently the PFL-related metabolic pathway has a minimal impact on ROS formation.</p>
<p>Creating the <italic>rhaR</italic> deletion strain allows for the identification of whether it is the RhaR protein itself or the catabolism process of rhamnose that affects the intracellular ROS production levels. The abolishment of <italic>rhaR</italic> causes <italic>B. thetaiotaomicron</italic> to forfeit its tolerance advantage in O<sub>2</sub>-rich environments. This is primarily due to the deletion of <italic>rhaR</italic>, which leads to the expression of <italic>pfor</italic> no longer being influenced by the presence of rhamnose or glucose as carbon sources. As a result, the changes in the intracellular ROS levels exhibit minimal variation during cell growth in DMG and DMR media (<xref ref-type="fig" rid="fig9">Figure 9</xref>). These findings contribute new insights into how rhamnose utilization can mitigate ROS levels in <italic>B. thetaiotaomicron</italic>, thereby enhancing its tolerance to oxidative stress.</p>
<p>Besides, the metabolism of rhamnose marginally influenced the transcription of <italic>rbr2</italic> and did not significantly affect the expression of other ROS-scavenging enzymes, suggesting that rhamnose may have a minor impact on the activation of the ROS detoxifying system. This observation is corroborated by results from the H<sub>2</sub>O<sub>2</sub> inhibition experiment, where <italic>B. thetaiotaomicron</italic> demonstrated slightly improved resistance to H<sub>2</sub>O<sub>2</sub> during rhamnose metabolism compared to glucose, but the difference was not significant (<xref ref-type="fig" rid="fig7">Figure 7</xref>).</p>
</sec>
<sec id="sec15">
<title>Oxidative damages in anaerobic bacteria upon oxygen exposure</title>
<p>The oxidative damages experienced by strictly anaerobic bacteria due to air exposure is multifaceted, affecting not only PFOR but also key metabolic enzymes such as fumarase and PFL, as well as mononuclear iron enzymes involved in branched-chain amino acid synthesis (<xref ref-type="bibr" rid="ref16">Khademian and Imlay, 2020</xref>; <xref ref-type="bibr" rid="ref26">Lu et al., 2018</xref>). These enzymes are compromised in aerobic environments; PFOR and PFL are primarily inactivated directly by molecular oxygen, whereas enzymes like fumarase are mainly deactivated by ROS such as O<sub>2</sub><sup>&#x2212;</sup> and H<sub>2</sub>O<sub>2</sub>, produced internally. The inactivation of PFOR and PFL by O<sub>2</sub> is inevitable upon air exposure. However, the deactivation of other enzymes correlates with intracellular ROS levels; reduced ROS levels could decelerate damage to these enzymes and their metabolic functions, facilitating cellular recovery and growth. When rhamnose is used as the carbon source, we observed a reduction in the rate of ROS production within the cells, which alleviates the extent of damage to enzymes such as fumarase. In this paper, we currently do not further analyze whether the targets of oxidative damage vary when bacteria utilize different carbon sources and the physiological metabolic effects this may cause.</p>
<p>Overall, the experiments reported in this study demonstrate that the rhamnose utilization of <italic>B. thetaiotaomicron</italic> offers a defense mechanism against intermittent oxidative stress. The shift toward rhamnose consumption enhances the management of oxidative stress by decreasing H<sub>2</sub>O<sub>2</sub> levels, coupled with notable downregulation of PFOR enzyme expression (<xref ref-type="fig" rid="fig10">Figure 10</xref>). This adjustment is mediated by the RhaR regulator within the rhamnose metabolic cluster. We still do not fully understand how RhaR affects the expression of <italic>pfor</italic>, as both are participants in rhamnose utilization and metabolism. The exact means through which each influences the expression of the other remains to be studied further. It is yet to be investigated whether RhaR directly binds to the promoter of the <italic>pfor</italic> gene or affects its expression indirectly through other intermediary molecules or signaling pathways. More investigations are needed in the future. The direct activation of ROS-detoxifying enzymes appears modest. The capacity of <italic>B. thetaiotaomicron</italic> to mitigate oxidative stress through specific metabolic pathways underscores the intricate interactions between gut microbes and their environments, highlighting potential therapeutic targets or dietary interventions that could harness these microbial mechanisms for improved health outcomes.</p>
</sec>
</sec>
<sec sec-type="materials|methods" id="sec16">
<title>Materials and methods</title>
<sec id="sec17">
<title>Chemicals</title>
<p>Brain heart infusion (BHI) broth, LB broth, and LB agar from Huankai Microbial.; chemicals like <sc>l</sc>-cysteine hydrochloride and antibiotics from Yuanye Bio-technology; sugars and organic acids from Aladdin; other laboratory chemicals including hemin chloride and various organic acids from Macklin; basic laboratory reagents like glucose, agar powder, and acids from Xilong Scientific; specialized items like 30% hydrogen peroxide from Ghtech, agarose from Yeasen Biotechnology, and TAE Buffer from Sangon Biotech.</p>
</sec>
<sec id="sec18">
<title>Strains, plasmids, and growth conditions</title>
<p>Bacterial strains and plasmids are detailed in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>. <italic>B. thetaiotaomicron</italic> was grown in either BHI or defined minimal medium (DM) (<xref ref-type="bibr" rid="ref1">Bacic and Smith, 2008</xref>) with various carbon sources, depending on experimental requirements. These carbon sources included monosaccharides like <sc>d</sc>-glucuronic acid, <sc>d</sc>-galactose, <sc>d</sc>-galacturonic acid monohydrate, <sc>d</sc>-mannose, <sc>d</sc>-xylose, <sc>l</sc>-fucose, <sc>l</sc>-arabinose, <sc>l</sc>-rhamnose monohydrate, and sugar alcohols like sorbitol, erythritol, maltitol, xylitol, stevioside, aspartame, acesulfame, saccharin, sucralose and sodium cyclamate replaced glucose in DM. Media preparation involved autoclaving and overnight deoxygenation, followed by anaerobic culturing at 37&#x00B0;C with a specific gas mixture (85% N<sub>2</sub>, 10% H<sub>2</sub>, 5% CO<sub>2</sub>) and O<sub>2</sub> levels under 50&#x202F;ppm. <italic>E. coli</italic> was aerobically cultured in LB media at 37&#x00B0;C. Optional antibiotics (gentamicin 200&#x202F;&#x03BC;g/mL, ampicillin 100&#x202F;&#x03BC;g/mL, chloramphenicol 25&#x202F;&#x03BC;g/mL) were added as needed.</p>
</sec>
<sec id="sec19">
<title>GC measurement of metabolites</title>
<p><italic>Bacteroides thetaiotaomicron</italic> cells incubated under anaerobic conditions in BHI to the logarithmic phase (OD<sub>600</sub>&#x202F;=&#x202F;0.6&#x2013;0.8) were transferred to deoxygenated DM medium establishing an initial OD<sub>600</sub> of approximately 0.01. Sample aliquots were periodically retrieved, centrifuged at 8,000&#x202F;rpm for 5&#x202F;min, and the supernatants were subsequently filtered through a 0.45&#x202F;&#x03BC;m sterile filter membrane, then stored at 4&#x00B0;C. Standard solutions were prepared as follows: a gradient of SCFAs (acetic, propionic, isobutyric, butyric, isovaleric, and valeric acids) at concentrations ranging from 0.05 to 0.40&#x202F;g/L, and a 1&#x202F;g/L mixture including acetic acid, succinic acid, pyruvate, lactic acid, and 1,2-propanediol. To all standards, 10&#x202F;&#x03BC;L of 4-methylvalerate (12&#x202F;g/L) was added as an internal standard. Additionally, 10&#x202F;&#x03BC;L of 0.06&#x202F;M HCl was included to enhance chromatographic separation and stability. These standards were stored at 4&#x00B0;C.</p>
<p>The SCFAs were quantified using a gas chromatograph (Agilent 6,890N) equipped with an HP-INNOWax capillary column (30&#x202F;m&#x202F;&#x00D7;&#x202F;250&#x202F;&#x03BC;m&#x202F;&#x00D7;&#x202F;0.25&#x202F;&#x03BC;m; Agilent 19,091&#x202F;N-133I). The instrument settings included an inlet and detector temperatures of 250&#x00B0;C and 260&#x00B0;C, respectively, a nitrogen carrier gas flow of 10.3&#x202F;mL/min, and an initial column temperature of 140&#x00B0;C for 5&#x202F;min, increasing by 15&#x00B0;C/min to 180&#x00B0;C, and maintained for 5&#x202F;min. For other metabolites, similar conditions were used, except the final temperature was increased to 260&#x00B0;C and held for 8&#x202F;min. The analysis based on retention time and peak area generated SCFA standard curves, and enabled concentration calculations of the sample SCFAs. Measurements were performed in triplicate.</p>
</sec>
<sec id="sec20">
<title>Analysis of total carbohydrate content</title>
<p>Total carbohydrate content was assessed using the phenol-sulfuric acid method (<xref ref-type="bibr" rid="ref30">Masuko et al., 2005</xref>) applied to the same batch of samples from the GC analysis. Standards of <sc>d</sc>-glucose or <sc>l</sc>-rhamnose, ranging from 0 to 0.10&#x202F;g/L, matched the dilution of the samples in deionized water. These were mixed in a 2:1:5 ratio with 6% phenol and concentrated sulfuric acid, heated for 5&#x202F;min in a water bath, then cooled. Absorbance at 490&#x202F;nm was measured across three replicates, using a 200&#x202F;&#x03BC;L sample in a 96-well plate, to generate a standard curve and calculate total sugars.</p>
</sec>
<sec id="sec21">
<title>Spectrophotometric quantification of the rate of intracellular H<sub>2</sub>O<sub>2</sub> production</title>
<p>The H<sub>2</sub>O<sub>2</sub> production rate by <italic>B. thetaiotaomicron</italic> cells was quantitatively measured using the Amplex Red (AR) method, which detects resorufin produced from the interaction between AR and H<sub>2</sub>O<sub>2</sub> catalyzed by horseradish peroxidase (HRP). Resorufin strongly absorbs at 572&#x202F;nm with a molar absorption coefficient of 58,000&#x202F;&#x00B1;&#x202F;5,000&#x202F;cm<sup>&#x2212;1</sup> M<sup>&#x2212;1</sup>(<xref ref-type="bibr" rid="ref34">Messner and Imlay, 2002</xref>; <xref ref-type="bibr" rid="ref54">Tian et al., 2021</xref>).</p>
<p>A standard curve correlating A<sub>572</sub> with H<sub>2</sub>O<sub>2</sub> levels was created. <italic>B. thetaiotaomicron</italic> cells in log phase were centrifuged, resuspended in deoxygenated K<sub>2</sub>HPO<sub>4</sub> buffer containing monosaccharides to an OD<sub>600</sub> of 0.01, and incubated at 37&#x00B0;C in air. Cell suspensions were sampled every 3&#x202F;min, centrifuged to remove cells, and the resulting supernatant was mixed with AR and HRP, and analyzed for A<sub>572</sub> to calculate H<sub>2</sub>O<sub>2</sub> concentrations from the established curve.</p>
</sec>
<sec id="sec22">
<title>Analysis of the antibacterial effect of H<sub>2</sub>O<sub>2</sub> by plate diffusion method</title>
<p>Defined medium supplemented with glucose and rhamnose (respectively abbreviated as DMG and DMR) agar plates (1.5% agar) were prepared and deoxygenated overnight in an anaerobic chamber. <italic>B. thetaiotaomicron</italic> cells grown in BHI to logarithmic phase (OD<sub>600</sub>&#x202F;=&#x202F;0.6&#x2013;0.8) were centrifuged at 8,000&#x202F;rpm for 5&#x202F;min, resuspended in a concentrated form, and 150&#x202F;&#x03BC;L was spread on each anoxic plate. On a DM plate, two sterile 6&#x202F;mm disks received 6&#x202F;&#x03BC;L of sterile water and 1&#x202F;M H<sub>2</sub>O<sub>2</sub>, respectively. These disks created a gradient of H<sub>2</sub>O<sub>2</sub> concentration, highest at the center and decreasing with distance, which correspondingly reduced its inhibitory effects on bacterial growth. After 72&#x202F;h of anaerobic incubation, inhibition zones were measured using a vernier caliper.</p>
</sec>
<sec id="sec23">
<title>Examination of growth recovery following exposure to air</title>
<p>The experiment assessed <italic>B. thetaiotaomicron</italic> growth and adaptability by incubating cells in anaerobic BHI until reaching mid-log phase (OD<sub>600</sub>&#x202F;=&#x202F;0.6&#x2013;0.8). These were then transferred into deoxygenated DMG and DMR media with an initial OD<sub>600</sub> of ~0.02 and cultured anaerobically until OD<sub>600</sub>&#x202F;=&#x202F;0.1, spanning 3&#x2013;4 generations. Cells were centrifuged at 8,000&#x202F;rpm for 5&#x202F;min, resuspended in oxygenated DM, and shaken at 37&#x00B0;C and 200&#x202F;rpm for 6&#x202F;h aerobically. Post-incubation, cells were again centrifuged, resuspended in deoxygenated DM, and cultured anaerobically at 37&#x00B0;C. OD<sub>600</sub> was recorded periodically throughout the anaerobic-aerobic-anaerobic transition to plot growth curves and calculate generation times before and after oxygen exposure.</p>
</sec>
<sec id="sec24">
<title>Development of strains overexpressing <italic>rhaR</italic></title>
<p>The <italic>B. thetaiotaomicron</italic> genome was extracted using a genome extraction kit (Tiangen Biotech.). The <italic>rhaR</italic> gene (BT_3768) and its 450&#x202F;bp upstream sequence (as promoter) were PCR-amplified with primers XS03 and XS04 (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). The PCR product and the vector pNLY1-PsusA were digested with <italic>Bam</italic>H I and <italic>Sac</italic> I, and then ligated using a rapid DNA linking kit (Beyotime Biotech.). The resultant plasmid, p<italic>rhaR</italic>, was transformed into <italic>E. coli</italic> DH5&#x03B1; using the CaCl<sub>2</sub> method. Positive clones were identified via colony PCR, and the plasmid was isolated from selected clones, verified by restriction analysis, and subsequently introduced into <italic>E. coli</italic> S17-1. The plasmids were then transferred by conjugation from <italic>E. coli</italic> S17-1 to wild-type <italic>B. thetaiotaomicron</italic> and the mutant strain SM136, and positive clones carrying the p<italic>rhaR</italic> plasmid were selected with gentamicin and chloramphenicol.</p>
</sec>
<sec id="sec25">
<title>Evaluation of gene expression by qRT-PCR</title>
<p>Cells were cultured to logarithmic phase in BHI under anaerobic conditions, then inoculated into deoxygenated DMG and DMR at an initial OD600 of ~0.01. Growth continued to OD600&#x202F;=&#x202F;0.3, followed by immediate chilling, centrifugation at 8,000&#x202F;rpm for 5&#x202F;min at 4&#x00B0;C, and cell quenching in liquid nitrogen. Remaining cultures were aerated and shaken for 1.5&#x202F;h before a repeat of the same sample collection process. Samples were stored at &#x2212;80&#x00B0;C.</p>
<p>RNA extraction involved resuspending cells in 100&#x202F;&#x03BC;L of 10&#x202F;mg/mL lysozyme, homogenizing, and using a total RNA isolation kit (Vazyme RC112). Post-electrophoresis quality checks (1% agar) and DNase (Vazyme R323) treatment, cDNA was synthesized using reverse transcriptase (Vazyme R323). RT-qPCR employed SYBR Green (TOYOBO), standard primers with 16S rRNA as the control, and RT-qPCR was carried out in a fluorescence quantitative PCR instrument (Analytik Jena qTower 3G), running for 40&#x202F;cycles at 95&#x00B0;C for 5&#x202F;s and 61.5&#x00B0;C for 30&#x202F;s per cycle. Results analyzed using the 2<sup>&#x2212;&#x0394;&#x0394;Ct</sup> method were based on triplicate experiments.</p>
</sec>
<sec id="sec26">
<title>Survival rates after aerobic exposure</title>
<p>The experiment assessed the viability of <italic>B. thetaiotaomicron</italic> after exposure to an aerobic environment. Initially, <italic>B. thetaiotaomicron</italic> was cultured in BHI to the mid-logarithmic stage and then transferred to anaerobic DMG and DMR media with an initial OD<sub>600</sub> of approximately 0.01. The bacteria were grown anaerobically for 3&#x2013;4 generations until reaching an OD<sub>600</sub> of about 0.1. Following this, the bacterial suspension was centrifuged at ambient temperature at 8,000&#x202F;rpm for 5&#x202F;min, and the cells were resuspended in freshly oxygenated DMG or DMR medium. The cells were then incubated in air for 6&#x202F;h at 37&#x00B0;C with shaking at 200&#x202F;rpm. Viability was assessed before and after aerobic exposure by diluting the bacterial suspension 10,000-fold with sterile water, plating 100&#x202F;&#x03BC;L on deoxygenated DMG or DMR agar, and incubating anaerobically at 37&#x00B0;C. Colony counts were performed after 5&#x202F;days to calculate the survival rate.</p>
</sec>
<sec id="sec27">
<title>Gene knockout of <italic>rhaR</italic> by CRISPR-Cas12</title>
<p>The method for knocking out the <italic>rhaR</italic> gene was executed by employing the CRISPR-Cas12 system, referencing the procedures detailed in a previous report (<xref ref-type="bibr" rid="ref58">Zheng et al., 2022</xref>). Firstly, the sgRNA targeting rhaR was crafted using the design tool accessible at <ext-link xlink:href="https://chopchop.cbu.uib.no/" ext-link-type="uri">https://chopchop.cbu.uib.no/</ext-link>. Subsequently, the double-stranded DNA encoding this sgRNA sequence wa synthesized by Sangon Biotech (Shanghai) Co., Ltd. The necessary plasmid pB025, containing CRISPR-Cas12 expression components, was courteously provided by <xref ref-type="bibr" rid="ref58">Zheng et al. (2022)</xref>. The plasmid containing sgRNA was constructed using pB025 as a template and BT3768-P1/BT3768-P2 (listed in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>) as primers, linearized, and verified by gel electrophoresis. The upstream and downstream homology arms of targeted gene were prepared by PCR using the primers BT3768-P3/BT3768-P4 and BT3768-P5/BT3768-P6 (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>). After DpnI digestion and Gibson assembly, the plasmid was introduced into <italic>E. coli</italic> S17-1, selected on ampicillin, and conjugated into <italic>B. thetaiotaomicron</italic>. This strain was cultured with erythromycin and gentamicin, induced with 100&#x202F;ng/mL anhydrotetracycline (aTc), and assessed for knockout success by PCR. Plasmid curing was confirmed after 10 passages without antibiotics.</p>
</sec>
<sec id="sec28">
<title>Statistical analysis</title>
<p>Statistical analyses, comprising hypothesis tests and confidence interval calculations, were conducted using GraphPad Prism 9 software. A significance threshold of <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 was set.</p>
</sec>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec29">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="author-contributions" id="sec30">
<title>Author contributions</title>
<p>SX: Conceptualization, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft. JM: Data curation, Investigation, Methodology, Writing &#x2013; original draft. ZL: Formal analysis, Funding acquisition, Methodology, Resources, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec31">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by the National Natural Science Foundation of China (No. 31970101) and the Research Start-up Program of Hainan University [KYQD(ZR)23136].</p>
</sec>
<ack>
<p>We thank the central laboratory of Shantou University for GC measurement.</p>
</ack>
<sec sec-type="COI-statement" id="sec32">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec99">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec33">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec34">
<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.2024.1505218/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2024.1505218/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Supplementary_file_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bacic</surname> <given-names>M. K.</given-names></name> <name><surname>Smith</surname> <given-names>C. J.</given-names></name></person-group> (<year>2008</year>). <article-title>Laboratory maintenance and cultivation of bacteroides species</article-title>. <source>Curr. Protoc. Microbiol.</source> <volume>13</volume>:<fpage>13C.1</fpage>. doi: <pub-id pub-id-type="doi">10.1002/9780471729259.mc13c01s9</pub-id>, PMID: <pub-id pub-id-type="pmid">18770533</pub-id></citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bossuet-Greif</surname> <given-names>N.</given-names></name> <name><surname>Guyonnet</surname> <given-names>C.</given-names></name> <name><surname>Chagneau</surname> <given-names>C. V.</given-names></name> <name><surname>Tang-Fichaux</surname> <given-names>M.</given-names></name> <name><surname>Penary</surname> <given-names>M.</given-names></name> <name><surname>Branchu</surname> <given-names>P.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Oxygen concentration modulates colibactin production</article-title>. <source>Gut Microbes</source>. <volume>15</volume>:<fpage>2222437</fpage>. doi: <pub-id pub-id-type="doi">10.1080/19490976.2023.2222437</pub-id></citation></ref>
<ref id="ref3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bry</surname> <given-names>L.</given-names></name> <name><surname>Falk</surname> <given-names>P. G.</given-names></name> <name><surname>Midtvedt</surname> <given-names>T.</given-names></name> <name><surname>Gordon</surname> <given-names>J. I.</given-names></name></person-group> (<year>1996</year>). <article-title>A model of host-microbial interactions in an open mammalian ecosystem</article-title>. <source>Science</source> <volume>273</volume>, <fpage>1380</fpage>&#x2013;<lpage>1383</lpage>. doi: <pub-id pub-id-type="doi">10.1126/science.273.5280.1380</pub-id>, PMID: <pub-id pub-id-type="pmid">8703071</pub-id></citation></ref>
<ref id="ref4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Comstock</surname> <given-names>L. E.</given-names></name> <name><surname>Coyne</surname> <given-names>M. J.</given-names></name></person-group> (<year>2003</year>). <article-title><italic>Bacteroides thetaiotaomicron</italic>: a dynamic, niche-adapted human symbiont</article-title>. <source>BioEssays</source> <volume>25</volume>, <fpage>926</fpage>&#x2013;<lpage>929</lpage>. doi: <pub-id pub-id-type="doi">10.1002/bies.10350</pub-id>, PMID: <pub-id pub-id-type="pmid">14505359</pub-id></citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Diniz</surname> <given-names>C. G.</given-names></name></person-group> (<year>2004</year>). <article-title>Differential gene expression in a <italic>Bacteroides fragilis</italic> metronidazole-resistant mutant</article-title>. <source>J. Antimicrob. Chemother.</source> <volume>54</volume>, <fpage>100</fpage>&#x2013;<lpage>108</lpage>. doi: <pub-id pub-id-type="doi">10.1093/jac/dkh256</pub-id>, PMID: <pub-id pub-id-type="pmid">15150173</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>El Kaoutari</surname> <given-names>A.</given-names></name> <name><surname>Armougom</surname> <given-names>F.</given-names></name> <name><surname>Gordon</surname> <given-names>J. I.</given-names></name> <name><surname>Raoult</surname> <given-names>D.</given-names></name> <name><surname>Henrissat</surname> <given-names>B.</given-names></name></person-group> (<year>2013</year>). <article-title>The abundance and variety of carbohydrate-active enzymes in the human gut microbiota</article-title>. <source>Nat. Rev. Microbiol.</source> <volume>11</volume>, <fpage>497</fpage>&#x2013;<lpage>504</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nrmicro3050</pub-id>, PMID: <pub-id pub-id-type="pmid">23748339</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Espey</surname> <given-names>M. G.</given-names></name></person-group> (<year>2013</year>). <article-title>Role of oxygen gradients in shaping redox relationships between the human intestine and its microbiota</article-title>. <source>Free Radic. Biol. Med.</source> <volume>55</volume>, <fpage>130</fpage>&#x2013;<lpage>140</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.freeradbiomed.2012.10.554</pub-id>, PMID: <pub-id pub-id-type="pmid">23127782</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fang</surname> <given-names>Q.</given-names></name> <name><surname>Hu</surname> <given-names>J.</given-names></name> <name><surname>Nie</surname> <given-names>Q.</given-names></name> <name><surname>Nie</surname> <given-names>S.</given-names></name></person-group> (<year>2019</year>). <article-title>Effects of polysaccharides on glycometabolism based on gut microbiota alteration</article-title>. <source>Trends Food Sci. Technol.</source> <volume>92</volume>, <fpage>65</fpage>&#x2013;<lpage>70</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tifs.2019.08.015</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Flint</surname> <given-names>H. J.</given-names></name> <name><surname>Scott</surname> <given-names>K. P.</given-names></name> <name><surname>Louis</surname> <given-names>P.</given-names></name> <name><surname>Duncan</surname> <given-names>S. H.</given-names></name></person-group> (<year>2012</year>). <article-title>The role of the gut microbiota in nutrition and health</article-title>. <source>Nat. Rev. Gastroenterol. Hepatol.</source> <volume>9</volume>, <fpage>577</fpage>&#x2013;<lpage>589</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nrgastro.2012.156</pub-id></citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gregory</surname> <given-names>E. M.</given-names></name> <name><surname>Moore</surname> <given-names>W. E.</given-names></name> <name><surname>Holdeman</surname> <given-names>L. V.</given-names></name></person-group> (<year>1978</year>). <article-title>Superoxide dismutase in anaerobes: survey</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>35</volume>, <fpage>988</fpage>&#x2013;<lpage>991</lpage>. doi: <pub-id pub-id-type="doi">10.1128/aem.35.5.988-991.1978</pub-id>, PMID: <pub-id pub-id-type="pmid">655716</pub-id></citation></ref>
<ref id="ref11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname> <given-names>M.</given-names></name> <name><surname>Li</surname> <given-names>J.</given-names></name></person-group> (<year>2020</year>). <article-title>Physiological regulation of reactive oxygen species in organisms based on their physicochemical properties</article-title>. <source>Acta Physiol</source> <volume>228</volume>:<fpage>e13351</fpage>. doi: <pub-id pub-id-type="doi">10.1111/apha.13351</pub-id>, PMID: <pub-id pub-id-type="pmid">31344326</pub-id></citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Illiano</surname> <given-names>P.</given-names></name> <name><surname>Brambilla</surname> <given-names>R.</given-names></name> <name><surname>Parolini</surname> <given-names>C.</given-names></name></person-group> (<year>2020</year>). <article-title>The mutual interplay of gut microbiota, diet and human disease</article-title>. <source>FEBS J.</source> <volume>287</volume>, <fpage>833</fpage>&#x2013;<lpage>855</lpage>. doi: <pub-id pub-id-type="doi">10.1111/febs.15217</pub-id>, PMID: <pub-id pub-id-type="pmid">31955527</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Imlay</surname> <given-names>J. A.</given-names></name> <name><surname>Sethu</surname> <given-names>R.</given-names></name> <name><surname>Rohaun</surname> <given-names>S. K.</given-names></name></person-group> (<year>2019</year>). <article-title>Evolutionary adaptations that enable enzymes to tolerate oxidative stress</article-title>. <source>Free Radic. Biol. Med.</source> <volume>140</volume>, <fpage>4</fpage>&#x2013;<lpage>13</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.freeradbiomed.2019.01.048</pub-id>, PMID: <pub-id pub-id-type="pmid">30735836</pub-id></citation></ref>
<ref id="ref14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ito</surname> <given-names>T.</given-names></name> <name><surname>Gallegos</surname> <given-names>R.</given-names></name> <name><surname>Matano</surname> <given-names>L. M.</given-names></name> <name><surname>Butler</surname> <given-names>N. L.</given-names></name> <name><surname>Hantman</surname> <given-names>N.</given-names></name> <name><surname>Kaili</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Genetic and biochemical analysis of anaerobic respiration in <italic>Bacteroides fragilis</italic> and its importance <italic>in vivo</italic></article-title>. <source>MBio</source> <volume>11</volume>, <fpage>e03238</fpage>&#x2013;<lpage>e03219</lpage>. doi: <pub-id pub-id-type="doi">10.1128/mBio.03238-19</pub-id></citation></ref>
<ref id="ref15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kelly</surname> <given-names>C.</given-names></name> <name><surname>Colgan</surname> <given-names>S.</given-names></name></person-group> (<year>2016</year>). <article-title>Breathless in the gut: implications of luminal O<sub>2</sub> for microbial pathogenicity</article-title>. <source>Cell Host Microbe</source> <volume>19</volume>, <fpage>427</fpage>&#x2013;<lpage>428</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.chom.2016.03.014</pub-id>, PMID: <pub-id pub-id-type="pmid">27078062</pub-id></citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khademian</surname> <given-names>M.</given-names></name> <name><surname>Imlay</surname> <given-names>J. A.</given-names></name></person-group> (<year>2020</year>). <article-title>Do reactive oxygen species or does oxygen itself confer obligate anaerobiosis? The case of <italic>Bacteroides thetaiotaomicron</italic></article-title>. <source>Mol. Microbiol.</source> <volume>114</volume>, <fpage>333</fpage>&#x2013;<lpage>347</lpage>. doi: <pub-id pub-id-type="doi">10.1111/mmi.14516</pub-id>, PMID: <pub-id pub-id-type="pmid">32301184</pub-id></citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khademian</surname> <given-names>M.</given-names></name> <name><surname>Imlay</surname> <given-names>J. A.</given-names></name></person-group> (<year>2021</year>). <article-title>How microbes evolved to tolerate oxygen</article-title>. <source>Trends Microbiol.</source> <volume>29</volume>, <fpage>428</fpage>&#x2013;<lpage>440</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tim.2020.10.001</pub-id>, PMID: <pub-id pub-id-type="pmid">33109411</pub-id></citation></ref>
<ref id="ref18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Knappe</surname> <given-names>J.</given-names></name> <name><surname>Neugebauer</surname> <given-names>F. A.</given-names></name> <name><surname>Blaschkowski</surname> <given-names>H. P.</given-names></name> <name><surname>G&#x00E4;nzler</surname> <given-names>M.</given-names></name></person-group> (<year>1984</year>). <article-title>Post-translational activation introduces a free radical into pyruvate formate-lyase</article-title>. <source>Proc. Proc Natl Acad Sci USA</source> <volume>81</volume>, <fpage>1332</fpage>&#x2013;<lpage>1335</lpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.81.5.1332</pub-id>, PMID: <pub-id pub-id-type="pmid">6369325</pub-id></citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lap&#x00E9;bie</surname> <given-names>P.</given-names></name> <name><surname>Lombard</surname> <given-names>V.</given-names></name> <name><surname>Drula</surname> <given-names>E.</given-names></name> <name><surname>Terrapon</surname> <given-names>N.</given-names></name> <name><surname>Henrissat</surname> <given-names>B.</given-names></name></person-group> (<year>2019</year>). <article-title>Bacteroidetes use thousands of enzyme combinations to break down glycans</article-title>. <source>Nat. Commun.</source> <volume>10</volume>:<fpage>2043</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-019-10068-5</pub-id>, PMID: <pub-id pub-id-type="pmid">31053724</pub-id></citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname> <given-names>J. Y.</given-names></name> <name><surname>Tsolis</surname> <given-names>R. M.</given-names></name> <name><surname>Bumler</surname> <given-names>A. J.</given-names></name></person-group> (<year>2022</year>). <article-title>The microbiome and gut homeostasis</article-title>. <source>Science</source> <volume>377</volume>:<fpage>eabp9960</fpage>. doi: <pub-id pub-id-type="doi">10.1126/science.abp9960</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>J.</given-names></name> <name><surname>Ran</surname> <given-names>X.</given-names></name> <name><surname>Zhou</surname> <given-names>M.</given-names></name> <name><surname>Wang</surname> <given-names>K.</given-names></name> <name><surname>Wang</surname> <given-names>H.</given-names></name> <name><surname>Wang</surname> <given-names>Y.</given-names></name></person-group> (<year>2022</year>). <article-title>Oxidative stress and antioxidant mechanisms of obligate anaerobes involved in biological waste treatment processes: a review</article-title>. <source>Sci. Total Environ.</source> <volume>838</volume>:<fpage>156454</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.scitotenv.2022.156454</pub-id>, PMID: <pub-id pub-id-type="pmid">35667421</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>L.</given-names></name> <name><surname>Zou</surname> <given-names>M.</given-names></name> <name><surname>Lu</surname> <given-names>Z.</given-names></name></person-group> (<year>2022</year>). <article-title>The aerobic electron flux is deficient in fumarate respiration of a strict anaerobe <italic>Bacteroides thetaiotaomicron</italic></article-title>. <source>Biochem. Biophys. Res. Commun.</source> <volume>614</volume>, <fpage>213</fpage>&#x2013;<lpage>218</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bbrc.2022.05.017</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Louis</surname> <given-names>P.</given-names></name> <name><surname>Hold</surname> <given-names>G. L.</given-names></name> <name><surname>Flint</surname> <given-names>H. J.</given-names></name></person-group> (<year>2014</year>). <article-title>The gut microbiota, bacterial metabolites and colorectal cancer</article-title>. <source>Nat. Rev. Microbiol.</source> <volume>12</volume>, <fpage>661</fpage>&#x2013;<lpage>672</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nrmicro3344</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lu</surname> <given-names>Z.</given-names></name> <name><surname>Imlay</surname> <given-names>J. A.</given-names></name></person-group> (<year>2017</year>). <article-title>The fumarate reductase of <italic>Bacteroides thetaiotaomicron</italic>, unlike that of <italic>Escherichia coli</italic>, is configured so that it does not generate reactive oxygen species</article-title>. <source>MBio</source> <volume>8</volume>, <fpage>e01873</fpage>&#x2013;<lpage>e01816</lpage>. doi: <pub-id pub-id-type="doi">10.1128/mBio.01873-16</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lu</surname> <given-names>Z.</given-names></name> <name><surname>Imlay</surname> <given-names>J. A.</given-names></name></person-group> (<year>2021</year>). <article-title>When anaerobes encounter oxygen: mechanisms of oxygen toxicity, tolerance and defence</article-title>. <source>Nat. Rev. Microbiol.</source> <volume>19</volume>, <fpage>774</fpage>&#x2013;<lpage>785</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41579-021-00583-y</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lu</surname> <given-names>Z.</given-names></name> <name><surname>Sethu</surname> <given-names>R.</given-names></name> <name><surname>Imlay</surname> <given-names>J. A.</given-names></name></person-group> (<year>2018</year>). <article-title>Endogenous superoxide is a key effector of the oxygen sensitivity of a model obligate anaerobe</article-title>. <source>Proc. Natl. Acad. Sci. USA</source> <volume>115</volume>, <fpage>E3266</fpage>&#x2013;<lpage>E3275</lpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.1800120115</pub-id>, PMID: <pub-id pub-id-type="pmid">29559534</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>MacCabe</surname> <given-names>A.</given-names></name> <name><surname>Sanmart&#x00ED;n</surname> <given-names>G.</given-names></name> <name><surname>Orejas</surname> <given-names>M.</given-names></name></person-group> (<year>2021</year>). <article-title>Identification of the genes encoding the catalytic steps corresponding to <italic>LRA4</italic> (L-2-keto-3-deoxyrhamnonate aldolase) and L-lactaldehyde dehydrogenase in <italic>Aspergillus nidulans</italic>: evidence for involvement of the loci AN9425/<italic>lraD</italic> and AN0544/<italic>aldA</italic> in the L-rhamnose catabolic pathway</article-title>. <source>Environ. Microbiol.</source> <volume>23</volume>, <fpage>2420</fpage>&#x2013;<lpage>2432</lpage>. doi: <pub-id pub-id-type="doi">10.1111/1462-2920.15439</pub-id>, PMID: <pub-id pub-id-type="pmid">33615657</pub-id></citation></ref>
<ref id="ref28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Marquet</surname> <given-names>A.</given-names></name> <name><surname>Tse Sum Bui</surname> <given-names>B.</given-names></name> <name><surname>Smith</surname> <given-names>A. G.</given-names></name> <name><surname>Warren</surname> <given-names>M. J.</given-names></name></person-group> (<year>2007</year>). <article-title>Iron&#x2013;sulfur proteins as initiators of radical chemistry</article-title>. <source>Nat. Prod. Rep.</source> <volume>24</volume>:<fpage>1027</fpage>. doi: <pub-id pub-id-type="doi">10.1039/b703109m</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martin-Gallausiaux</surname> <given-names>C.</given-names></name> <name><surname>Marinelli</surname> <given-names>L.</given-names></name> <name><surname>Blotti&#x00E8;re</surname> <given-names>H. M.</given-names></name> <name><surname>Larraufie</surname> <given-names>P.</given-names></name> <name><surname>Lapaque</surname> <given-names>N.</given-names></name></person-group> (<year>2021</year>). <article-title>SCFA: mechanisms and functional importance in the gut</article-title>. <source>Proc. Nutr. Soc.</source> <volume>80</volume>, <fpage>37</fpage>&#x2013;<lpage>49</lpage>. doi: <pub-id pub-id-type="doi">10.1017/S0029665120006916</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Masuko</surname> <given-names>T.</given-names></name> <name><surname>Minami</surname> <given-names>A.</given-names></name> <name><surname>Iwasaki</surname> <given-names>N.</given-names></name> <name><surname>Majima</surname> <given-names>T.</given-names></name> <name><surname>Nishimura</surname> <given-names>S.-I.</given-names></name> <name><surname>Lee</surname> <given-names>Y. C.</given-names></name></person-group> (<year>2005</year>). <article-title>Carbohydrate analysis by a phenol-sulfuric acid method in microplate format</article-title>. <source>Anal. Biochem.</source> <volume>339</volume>, <fpage>69</fpage>&#x2013;<lpage>72</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ab.2004.12.001</pub-id>, PMID: <pub-id pub-id-type="pmid">15766712</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McCord</surname> <given-names>J. M.</given-names></name> <name><surname>Keele</surname> <given-names>B. B.</given-names></name> <name><surname>Fridovich</surname> <given-names>I.</given-names></name></person-group> (<year>1971</year>). <article-title>An enzyme-based theory of obligate anaerobiosis: the physiological function of superoxide dismutase</article-title>. <source>Proc. Natl. Acad. Sci. USA</source> <volume>68</volume>, <fpage>1024</fpage>&#x2013;<lpage>1027</lpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.68.5.1024</pub-id>, PMID: <pub-id pub-id-type="pmid">4995818</pub-id></citation></ref>
<ref id="ref32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McKee</surname> <given-names>L. S.</given-names></name> <name><surname>La Rosa</surname> <given-names>S. L.</given-names></name> <name><surname>Westereng</surname> <given-names>B.</given-names></name> <name><surname>Eijsink</surname> <given-names>V. G.</given-names></name> <name><surname>Pope</surname> <given-names>P. B.</given-names></name> <name><surname>Larsbrink</surname> <given-names>J.</given-names></name></person-group> (<year>2021</year>). <article-title>Polysaccharide degradation by the Bacteroidetes: mechanisms and nomenclature</article-title>. <source>Environ. Microbiol. Rep.</source> <volume>13</volume>, <fpage>559</fpage>&#x2013;<lpage>581</lpage>. doi: <pub-id pub-id-type="doi">10.1111/1758-2229.12980</pub-id>, PMID: <pub-id pub-id-type="pmid">34036727</pub-id></citation></ref>
<ref id="ref33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Meehan</surname> <given-names>B. M.</given-names></name> <name><surname>Baughn</surname> <given-names>A. D.</given-names></name> <name><surname>Gallegos</surname> <given-names>R.</given-names></name> <name><surname>Malamy</surname> <given-names>M. H.</given-names></name></person-group> (<year>2012</year>). <article-title>Inactivation of a single gene enables microaerobic growth of the obligate anaerobe <italic>Bacteroides fragilis</italic></article-title>. <source>Proc. Natl. Acad. Sci. USA</source> <volume>109</volume>, <fpage>12153</fpage>&#x2013;<lpage>12158</lpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.1203796109</pub-id>, PMID: <pub-id pub-id-type="pmid">22778399</pub-id></citation></ref>
<ref id="ref34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Messner</surname> <given-names>K. R.</given-names></name> <name><surname>Imlay</surname> <given-names>J. A.</given-names></name></person-group> (<year>2002</year>). <article-title>In vitro quantitation of biological superoxide and hydrogen peroxide generation</article-title>. <source>Methods Enzymol.</source> <volume>349</volume>, <fpage>354</fpage>&#x2013;<lpage>361</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0076-6879(02)49351-2</pub-id></citation></ref>
<ref id="ref35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mishra</surname> <given-names>S.</given-names></name> <name><surname>Imlay</surname> <given-names>J. A.</given-names></name></person-group> (<year>2013</year>). <article-title>An anaerobic bacterium, <italic>Bacteroides thetaiotaomicron</italic>, uses a consortium of enzymes to scavenge hydrogen peroxide</article-title>. <source>Mol. Microbiol.</source> <volume>90</volume>, <fpage>1356</fpage>&#x2013;<lpage>1371</lpage>. doi: <pub-id pub-id-type="doi">10.1111/mmi.12438</pub-id>, PMID: <pub-id pub-id-type="pmid">24164536</pub-id></citation></ref>
<ref id="ref36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Narikawa</surname> <given-names>S.</given-names></name> <name><surname>Suzuki</surname> <given-names>T.</given-names></name> <name><surname>Yamamoto</surname> <given-names>M.</given-names></name> <name><surname>Nakamura</surname> <given-names>M.</given-names></name></person-group> (<year>1991</year>). <article-title>Lactate dehydrogenase activity as a cause of metronidazole resistance in <italic>Bacteroides fragilis</italic> NCTC 11295</article-title>. <source>J. Antimicrob. Chemother.</source> <volume>28</volume>, <fpage>47</fpage>&#x2013;<lpage>53</lpage>. doi: <pub-id pub-id-type="doi">10.1093/jac/28.1.47</pub-id>, PMID: <pub-id pub-id-type="pmid">1769942</pub-id></citation></ref>
<ref id="ref37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pan</surname> <given-names>N.</given-names></name> <name><surname>Imlay</surname> <given-names>J. A.</given-names></name></person-group> (<year>2001</year>). <article-title>How does oxygen inhibit central metabolism in the obligate anaerobe <italic>Bacteroides thetaiotaomicron</italic></article-title>. <source>Mol. Microbiol.</source> <volume>39</volume>, <fpage>1562</fpage>&#x2013;<lpage>1571</lpage>. doi: <pub-id pub-id-type="doi">10.1046/j.1365-2958.2001.02343.x</pub-id>, PMID: <pub-id pub-id-type="pmid">11260473</pub-id></citation></ref>
<ref id="ref38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Patel</surname> <given-names>E. H.</given-names></name> <name><surname>Paul</surname> <given-names>L. V.</given-names></name> <name><surname>Casanueva</surname> <given-names>A. I.</given-names></name> <name><surname>Patrick</surname> <given-names>S.</given-names></name> <name><surname>Abratt</surname> <given-names>V. R.</given-names></name></person-group> (<year>2009</year>). <article-title>Overexpression of the rhamnose catabolism regulatory protein, RhaR: a novel mechanism for metronidazole resistance in <italic>Bacteroides thetaiotaomicron</italic></article-title>. <source>Antimicrob Chemother</source> <volume>64</volume>, <fpage>267</fpage>&#x2013;<lpage>273</lpage>. doi: <pub-id pub-id-type="doi">10.1093/jac/dkp203</pub-id>, PMID: <pub-id pub-id-type="pmid">19525515</pub-id></citation></ref>
<ref id="ref39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Patel</surname> <given-names>E. H.</given-names></name> <name><surname>Paul</surname> <given-names>L. V.</given-names></name> <name><surname>Patrick</surname> <given-names>S.</given-names></name> <name><surname>Abratt</surname> <given-names>V. R.</given-names></name></person-group> (<year>2008</year>). <article-title>Rhamnose catabolism in <italic>Bacteroides thetaiotaomicron</italic> is controlled by the positive transcriptional regulator RhaR</article-title>. <source>Res. Microbiol.</source> <volume>159</volume>, <fpage>678</fpage>&#x2013;<lpage>684</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.resmic.2008.09.002</pub-id>, PMID: <pub-id pub-id-type="pmid">18848625</pub-id></citation></ref>
<ref id="ref40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Patterson</surname> <given-names>E.</given-names></name> <name><surname>Ryan</surname> <given-names>P. M.</given-names></name> <name><surname>Cryan</surname> <given-names>J. F.</given-names></name> <name><surname>Dinan</surname> <given-names>T. G.</given-names></name> <name><surname>Ross</surname> <given-names>R. P.</given-names></name> <name><surname>Fitzgerald</surname> <given-names>G. F.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Gut microbiota, obesity and diabetes</article-title>. <source>Postgrad. Med. J.</source> <volume>92</volume>, <fpage>286</fpage>&#x2013;<lpage>300</lpage>. doi: <pub-id pub-id-type="doi">10.1136/postgradmedj-2015-133285</pub-id></citation></ref>
<ref id="ref41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Porter</surname> <given-names>N. T.</given-names></name> <name><surname>Luis</surname> <given-names>A. S.</given-names></name> <name><surname>Martens</surname> <given-names>E. C.</given-names></name></person-group> (<year>2018</year>). <article-title>Bacteroides thetaiotaomicron</article-title>. <source>Trends Microbiol.</source> <volume>26</volume>, <fpage>966</fpage>&#x2013;<lpage>967</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tim.2018.08.005</pub-id></citation></ref>
<ref id="ref42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rangan</surname> <given-names>K. J.</given-names></name> <name><surname>Hang</surname> <given-names>H. C.</given-names></name></person-group> (<year>2017</year>). <article-title>Biochemical mechanisms of pathogen restriction by intestinal bacteria</article-title>. <source>Trends Biochem. Sci.</source> <volume>42</volume>, <fpage>887</fpage>&#x2013;<lpage>898</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tibs.2017.08.005</pub-id>, PMID: <pub-id pub-id-type="pmid">28927699</pub-id></citation></ref>
<ref id="ref43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reott</surname> <given-names>M. A.</given-names></name> <name><surname>Parker</surname> <given-names>A. C.</given-names></name> <name><surname>Rocha</surname> <given-names>E. R.</given-names></name> <name><surname>Smith</surname> <given-names>C. J.</given-names></name></person-group> (<year>2009</year>). <article-title>Thioredoxins in redox maintenance and survival during oxidative stress of <italic>Bacteroides fragilis</italic></article-title>. <source>J. Bacteriol.</source> <volume>191</volume>, <fpage>3384</fpage>&#x2013;<lpage>3391</lpage>. doi: <pub-id pub-id-type="doi">10.1128/JB.01665-08</pub-id>, PMID: <pub-id pub-id-type="pmid">19286811</pub-id></citation></ref>
<ref id="ref44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rocha</surname> <given-names>E. R.</given-names></name> <name><surname>Herren</surname> <given-names>C. D.</given-names></name> <name><surname>Smalley</surname> <given-names>D. J.</given-names></name> <name><surname>Smith</surname> <given-names>C. J.</given-names></name></person-group> (<year>2003</year>). <article-title>The complex oxidative stress response of <italic>Bacteroides fragilis</italic>: the role of OxyR in control of gene expression</article-title>. <source>Anaerobe</source> <volume>9</volume>, <fpage>165</fpage>&#x2013;<lpage>173</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S1075-9964(03)00118-5</pub-id></citation></ref>
<ref id="ref45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rodionova</surname> <given-names>I. A.</given-names></name> <name><surname>Li</surname> <given-names>X.</given-names></name> <name><surname>Thiel</surname> <given-names>V.</given-names></name> <name><surname>Stolyar</surname> <given-names>S.</given-names></name> <name><surname>Stanton</surname> <given-names>K.</given-names></name> <name><surname>Fredrickson</surname> <given-names>J. K.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Comparative genomics and functional analysis of rhamnose catabolic pathways and regulons in bacteria</article-title>. <source>Front. Microbiol.</source> <volume>4</volume>:<fpage>407</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2013.00407</pub-id>, PMID: <pub-id pub-id-type="pmid">24391637</pub-id></citation></ref>
<ref id="ref46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Salyers</surname> <given-names>A. A.</given-names></name></person-group> (<year>1984</year>). <article-title><italic>Bacteroides</italic> of the human lower intestinal tract</article-title>. <source>Ann. Rev. Microbiol.</source> <volume>38</volume>, <fpage>293</fpage>&#x2013;<lpage>313</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev.mi.38.100184.001453</pub-id></citation></ref>
<ref id="ref47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Santamaria</surname> <given-names>G.</given-names></name> <name><surname>Liao</surname> <given-names>C.</given-names></name> <name><surname>Lindberg</surname> <given-names>C.</given-names></name> <name><surname>Chen</surname> <given-names>Y.</given-names></name> <name><surname>Wang</surname> <given-names>Z.</given-names></name> <name><surname>Rhee</surname> <given-names>K.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Evolution and regulation of microbial secondary metabolism</article-title>. <source>eLife</source> <volume>11</volume>:<fpage>e76119</fpage>. doi: <pub-id pub-id-type="doi">10.7554/eLife.76119</pub-id>, PMID: <pub-id pub-id-type="pmid">36409069</pub-id></citation></ref>
<ref id="ref48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schwerdtfegerid</surname> <given-names>L. A.</given-names></name> <name><surname>Nealon</surname> <given-names>N. J.</given-names></name> <name><surname>Ryan</surname> <given-names>E. P.</given-names></name> <name><surname>Tobetid</surname> <given-names>S. A.</given-names></name></person-group> (<year>2019</year>). <article-title>Human colon function ex vivo: dependence on oxygen and sensitivity to antibiotic</article-title>. <source>PLoS One</source> <volume>14</volume>:<fpage>e0217170</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0217170</pub-id>, PMID: <pub-id pub-id-type="pmid">31095647</pub-id></citation></ref>
<ref id="ref49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shin</surname> <given-names>J. H.</given-names></name> <name><surname>Tillotson</surname> <given-names>G.</given-names></name> <name><surname>MacKenzie</surname> <given-names>T. N.</given-names></name> <name><surname>Warren</surname> <given-names>C. A.</given-names></name> <name><surname>Wexler</surname> <given-names>H. M.</given-names></name> <name><surname>Goldstein</surname> <given-names>E. J. C.</given-names></name></person-group> (<year>2024</year>). <article-title><italic>Bacteroides</italic> and related species: the keystone taxa of the human gut microbiota</article-title>. <source>Anaerobe</source> <volume>85</volume>:<fpage>102819</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.anaerobe.2024.102819</pub-id>, PMID: <pub-id pub-id-type="pmid">38215933</pub-id></citation></ref>
<ref id="ref50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shipman</surname> <given-names>J. A.</given-names></name> <name><surname>Cho</surname> <given-names>K. H.</given-names></name> <name><surname>Siegel</surname> <given-names>H. A.</given-names></name> <name><surname>Salyers</surname> <given-names>A. A.</given-names></name></person-group> (<year>1999</year>). <article-title>Physiological characterization of SusG, an outer membrane protein essential for starch utilization by <italic>Bacteroides thetaiotaomicron</italic></article-title>. <source>J. Bacteriol.</source> <volume>181</volume>, <fpage>7206</fpage>&#x2013;<lpage>7211</lpage>. doi: <pub-id pub-id-type="doi">10.1128/JB.181.23.7206-7211.1999</pub-id>, PMID: <pub-id pub-id-type="pmid">10572122</pub-id></citation></ref>
<ref id="ref51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sonnenburg</surname> <given-names>E. D.</given-names></name> <name><surname>Sonnenburg</surname> <given-names>J. L.</given-names></name></person-group> (<year>2014</year>). <article-title>Starving our microbial self: the deleterious consequences of a diet deficient in microbiota-accessible carbohydrates</article-title>. <source>Cell Metab.</source> <volume>20</volume>, <fpage>779</fpage>&#x2013;<lpage>786</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cmet.2014.07.003</pub-id>, PMID: <pub-id pub-id-type="pmid">25156449</pub-id></citation></ref>
<ref id="ref52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sund</surname> <given-names>C. J.</given-names></name> <name><surname>Rocha</surname> <given-names>E. R.</given-names></name> <name><surname>Tzinabos</surname> <given-names>A. O.</given-names></name> <name><surname>Wells</surname> <given-names>W. G.</given-names></name> <name><surname>Gee</surname> <given-names>J. M.</given-names></name> <name><surname>Reott</surname> <given-names>M. A.</given-names></name> <etal/></person-group>. (<year>2008</year>). <article-title>The <italic>Bacteroides fragilis</italic> transcriptome response to oxygen and H<sub>2</sub>O<sub>2</sub>: the role of OxyR and its effect on survival and virulence</article-title>. <source>Mol. Microbiol.</source> <volume>67</volume>, <fpage>129</fpage>&#x2013;<lpage>142</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1365-2958.2007.06031.x</pub-id>, PMID: <pub-id pub-id-type="pmid">18047569</pub-id></citation></ref>
<ref id="ref53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tajkarimi</surname> <given-names>M.</given-names></name> <name><surname>Wexler</surname> <given-names>H. M.</given-names></name></person-group> (<year>2017</year>). <article-title>CRISPR-Cas systems in <italic>Bacteroides fragilis</italic>, an important pathobiont in the human gut microbiome</article-title>. <source>Front. Microbiol.</source> <volume>8</volume>:<fpage>2234</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2017.02234</pub-id>, PMID: <pub-id pub-id-type="pmid">29218031</pub-id></citation></ref>
<ref id="ref54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tian</surname> <given-names>L.</given-names></name> <name><surname>Feng</surname> <given-names>H.</given-names></name> <name><surname>Dai</surname> <given-names>Z.</given-names></name> <name><surname>Zhang</surname> <given-names>R.</given-names></name></person-group> (<year>2021</year>). <article-title>Resorufin-based responsive probes for fluorescence and colorimetric analysis</article-title>. <source>J. Mater. Chem. B</source> <volume>9</volume>, <fpage>53</fpage>&#x2013;<lpage>79</lpage>. doi: <pub-id pub-id-type="doi">10.1039/D0TB01628D</pub-id>, PMID: <pub-id pub-id-type="pmid">33226060</pub-id></citation></ref>
<ref id="ref55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wagner</surname> <given-names>A. F.</given-names></name> <name><surname>Frey</surname> <given-names>M.</given-names></name> <name><surname>Neugebauer</surname> <given-names>F. A.</given-names></name> <name><surname>Sch&#x00E4;fer</surname> <given-names>W.</given-names></name> <name><surname>Knappe</surname> <given-names>J.</given-names></name></person-group> (<year>1992</year>). <article-title>The free radical in pyruvate formate-lyase is located on glycine-734</article-title>. <source>Proc. Proc Natl Acad Sci USA</source> <volume>89</volume>, <fpage>996</fpage>&#x2013;<lpage>1000</lpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.89.3.996</pub-id>, PMID: <pub-id pub-id-type="pmid">1310545</pub-id></citation></ref>
<ref id="ref56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wexler</surname> <given-names>H. M.</given-names></name></person-group> (<year>2007</year>). <article-title><italic>Bacteroides</italic>: the good, the bad, and the nitty-gritty</article-title>. <source>Clin. Microbiol. Rev.</source> <volume>20</volume>, <fpage>593</fpage>&#x2013;<lpage>621</lpage>. doi: <pub-id pub-id-type="doi">10.1128/CMR.00008-07</pub-id></citation></ref>
<ref id="ref57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ye</surname> <given-names>M.</given-names></name> <name><surname>Yu</surname> <given-names>J.</given-names></name> <name><surname>Shi</surname> <given-names>X.</given-names></name> <name><surname>Zhu</surname> <given-names>J.</given-names></name> <name><surname>Gao</surname> <given-names>X.</given-names></name> <name><surname>Liu</surname> <given-names>W.</given-names></name></person-group> (<year>2021</year>). <article-title>Polysaccharides catabolism by the human gut bacterium-<italic>Bacteroides thetaiotaomicron</italic>: advances and perspectives</article-title>. <source>Crit. Rev. Food Sci. Nutr.</source> <volume>61</volume>, <fpage>3569</fpage>&#x2013;<lpage>3588</lpage>. doi: <pub-id pub-id-type="doi">10.1080/10408398.2020.1803198</pub-id>, PMID: <pub-id pub-id-type="pmid">32779480</pub-id></citation></ref>
<ref id="ref58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zheng</surname> <given-names>L.</given-names></name> <name><surname>Tan</surname> <given-names>Y.</given-names></name> <name><surname>Hu</surname> <given-names>Y.</given-names></name> <name><surname>Shen</surname> <given-names>J.</given-names></name> <name><surname>Qu</surname> <given-names>Z.</given-names></name> <name><surname>Chen</surname> <given-names>X.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>CRISPR/Cas-based genome editing for human gut commensal <italic>Bacteroides</italic> species</article-title>. <source>ACS Synth. Biol.</source> <volume>11</volume>, <fpage>464</fpage>&#x2013;<lpage>472</lpage>. doi: <pub-id pub-id-type="doi">10.1021/acssynbio.1c00543</pub-id>, PMID: <pub-id pub-id-type="pmid">34990118</pub-id></citation></ref>
</ref-list>
</back>
</article>