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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1136095</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2023.1136095</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Biocontainment strategies for <italic>in vivo</italic> applications of <italic>Saccharomyces boulardii</italic>
</article-title>
<alt-title alt-title-type="left-running-head">Hedin et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbioe.2023.1136095">10.3389/fbioe.2023.1136095</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Hedin</surname>
<given-names>Karl Alex</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2203127/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kruse</surname>
<given-names>Vibeke</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2174815/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Vazquez-Uribe</surname>
<given-names>Ruben</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Sommer</surname>
<given-names>Morten Otto Alexander</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/394315/overview"/>
</contrib>
</contrib-group>
<aff>
<institution>Novo Nordisk Foundation Center for Biosustainability</institution>, <institution>Technical University of Denmark</institution>, <addr-line>Kgs Lyngby</addr-line>, <country>Denmark</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/168166/overview">Stephen Allen Morse</ext-link>, Centers for Disease Control and Prevention (CDC), United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1544707/overview">Kyeong Rok Choi</ext-link>, Korea Advanced Institute of Science and Technology (KAIST), Republic of Korea</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/570634/overview">David T. Stuart</ext-link>, University of Alberta, Canada</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Morten Otto Alexander Sommer, <email>msom@bio.dtu.dk</email>; Ruben Vazquez-Uribe, <email>ruvas@biosustain.dtu.dk</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Biosafety and Biosecurity, a section of the journal Frontiers in Bioengineering and Biotechnology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1136095</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>01</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Hedin, Kruse, Vazquez-Uribe and Sommer.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Hedin, Kruse, Vazquez-Uribe and Sommer</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The human gastrointestinal tract is a complex and dynamic environment, playing a crucial role in human health. Microorganisms engineered to express a therapeutic activity have emerged as a novel modality to manage numerous diseases. Such advanced microbiome therapeutics (AMTs) must be contained within the treated individual. Hence safe and robust biocontainment strategies are required to prevent the proliferation of microbes outside the treated individual. Here we present the first biocontainment strategy for a probiotic yeast, demonstrating a multi-layered strategy combining an auxotrophic and environmental-sensitive strategy. We knocked out the genes <italic>THI6</italic> and <italic>BTS1,</italic> causing thiamine auxotrophy and increased sensitivity to cold, respectively. The biocontained <italic>Saccharomyces boulardii</italic> showed restricted growth in the absence of thiamine above 1&#xa0;ng/ml and exhibited a severe growth defect at temperatures below 20&#xb0;C. The biocontained strain was well tolerated and viable in mice and demonstrated equal efficiency in peptide production as the ancestral non-biocontained strain. In combination, the data support that <italic>thi6</italic>&#x2206; and <italic>bts1</italic>&#x2206; enable biocontainment of <italic>S. boulardii,</italic> which could be a relevant chassis for future yeast-based AMTs.</p>
</abstract>
<kwd-group>
<kwd>biocontainment</kwd>
<kwd>biosafety</kwd>
<kwd>probiotic yeast</kwd>
<kwd>engineered microbes</kwd>
<kwd>S boulardii</kwd>
<kwd>gut micobiome</kwd>
</kwd-group>
<contract-num rid="cn001">NNF20CC0035580 NNF17CO0028232</contract-num>
<contract-num rid="cn002">813781</contract-num>
<contract-sponsor id="cn001">Novo Nordisk Fonden<named-content content-type="fundref-id">10.13039/501100009708</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">H2020 Marie Sk&#x142;odowska-Curie Actions<named-content content-type="fundref-id">10.13039/100010665</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>The therapeutic potential of the human microbiome has gained significant attention, as microbiome-host interactions play a crucial role in various diseases (<xref ref-type="bibr" rid="B8">Eckburg and Relman, 2007</xref>; <xref ref-type="bibr" rid="B44">Sears and Garrett, 2014</xref>; <xref ref-type="bibr" rid="B19">Itzhaki et al., 2016</xref>; <xref ref-type="bibr" rid="B4">Canfora et al., 2019</xref>). Accordingly, the use of engineered living microbes to treat diseases is an emerging approach in the field of synthetic biology. Advanced microbiome therapeutics (AMTs) comprise microorganisms which have been genetically modified to express a therapeutic activity while present in the human microbiota. Previous work has demonstrated the use of AMTs to deliver therapeutic biomolecules (<xref ref-type="bibr" rid="B46">Steidler et al., 2000</xref>; <xref ref-type="bibr" rid="B6">Chen et al., 2014</xref>; <xref ref-type="bibr" rid="B1">Arora et al., 2016</xref>) or degrade toxic compounds (<xref ref-type="bibr" rid="B18">Isabella et al., 2018</xref>; <xref ref-type="bibr" rid="B25">Kurtz et al., 2019</xref>) in the gastrointestinal tract. The probiotic yeast <italic>Saccharomyces boulardii</italic> has recently caught attention as an AMT chassis, as it allows for the biosynthesis, folding and post-translational modification of several therapeutically relevant peptides and proteins (<xref ref-type="bibr" rid="B33">Nielsen, 2019</xref>). <italic>S. boulardii</italic> is a safe microorganism with over 40&#xa0;years of use as a human probiotic (<xref ref-type="bibr" rid="B24">Kelesidis and Pothoulakis, 2012</xref>). However, an essential consideration in the design of AMTs is biocontainment strategies to limit the risk of the genetically modified microorganism proliferating outside the treated individual. Therefore, strategies for biocontainment must be developed for <italic>S. boulardii</italic> to ensure its future use as an AMT.</p>
<p>Effective biocontainment strategies should therefore take into consideration factors including mutagenetic drift, environmental supplementation, and horizontal gene transfer (<xref ref-type="bibr" rid="B32">Moe-Behrens et al., 2013</xref>). Several biocontainment strategies have been explored to prevent the proliferation and survival of engineered microorganisms in undesirable environments (<xref ref-type="bibr" rid="B52">Wook Lee et al., 2018</xref>). These strategies include auxotrophy (<xref ref-type="bibr" rid="B47">Steidler et al., 2003</xref>; <xref ref-type="bibr" rid="B2">Bahey-El-Din et al., 2010</xref>; <xref ref-type="bibr" rid="B18">Isabella et al., 2018</xref>), synthetic auxotrophy (<xref ref-type="bibr" rid="B28">Marli&#xe8;re et al., 2011</xref>; <xref ref-type="bibr" rid="B38">Pinheiro et al., 2012</xref>; <xref ref-type="bibr" rid="B43">Rovner et al., 2015</xref>), multispecies consortia (<xref ref-type="bibr" rid="B31">Mee et al., 2014</xref>; <xref ref-type="bibr" rid="B23">Johns et al., 2016</xref>), synthetic gene circuits (<xref ref-type="bibr" rid="B5">Chan et al., 2016</xref>; <xref ref-type="bibr" rid="B15">Huang et al., 2016</xref>; <xref ref-type="bibr" rid="B39">Piraner et al., 2016</xref>; <xref ref-type="bibr" rid="B48">Stirling et al., 2017</xref>), CRISPR-based kill switches (<xref ref-type="bibr" rid="B3">Caliando and Voigt, 2015</xref>; <xref ref-type="bibr" rid="B42">Rottinghaus et al., 2022</xref>), or a combination of them (<xref ref-type="bibr" rid="B10">Gallagher et al., 2015</xref>); however, each approach carries a risk. The auxotroph can be circumvented by scavenging the essential metabolite from nearby decayed cells or cross-feeding from established ecological niches. Synthetic auxotrophy may overcome these hurdles; however, it requires the gastrointestinal tract to be supplemented with the additional survival factor. Implementing synthetic gene circuits and CRISPR-based biocontainment strategies can lead to reduced fitness of the biocontained strain (<xref ref-type="bibr" rid="B32">Moe-Behrens et al., 2013</xref>), causing selective pressures to escape mutants (<xref ref-type="bibr" rid="B49">Uribe et al., 2021</xref>). Thus, to prevent proliferation in different environments, multiple strategies must be implemented to establish a robust biocontainment system.</p>
<p>While methods for biocontainment of bacterial AMTs have rapidly advanced (<xref ref-type="bibr" rid="B47">Steidler et al., 2003</xref>; <xref ref-type="bibr" rid="B2">Bahey-El-Din et al., 2010</xref>; <xref ref-type="bibr" rid="B18">Isabella et al., 2018</xref>; <xref ref-type="bibr" rid="B42">Rottinghaus et al., 2022</xref>), strategies for eukaryotic AMTs are still missing. In this study, we sought to develop a biocontainment strategy for <italic>S. boulardii.</italic> Since <italic>S. boulardii</italic> is a eukaryote, the risk of horizontal gene transfer is low (<xref ref-type="bibr" rid="B9">Emamalipour et al., 2020</xref>), and <italic>S. boulardii</italic> is unable to mate due to its sporulation defect (<xref ref-type="bibr" rid="B30">McFarland, 1996</xref>; <xref ref-type="bibr" rid="B36">Offei et al., 2019</xref>). Together, these factors reduce the risk of introducing genetic circuits or engineered DNA into natural ecosystems. Still, the risk of engineered <italic>S. boulardii</italic> proliferating in environments outside the treated host must be addressed. To address this issue, we sought to implement a biocontainment strategy for <italic>S. boulardii</italic> by reducing the fitness of the probiotic yeast outside the human host (<xref ref-type="fig" rid="F1">Figure 1</xref>). We decided to evaluate the biocontainment capacity of both cold-sensitive and auxotrophic <italic>S. boulardii</italic> strains.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Graphical abstract of the implemented biocontainment strategy. <bold>(A)</bold> Schematic overview of the selection of the biocontainment strain. <bold>(B)</bold> Yeast cells with disruption of the genes synthesising uracil (<italic>URA3</italic>), thiamine (<italic>THI6</italic>), and geranylgeranyl diphosphate synthase (<italic>BTS1</italic>) can grow in the internal environment containing the essential nutrients and optimal temperature. However, proliferation in external environments lacking the essential nutrients and lower temperatures will be limited.</p>
</caption>
<graphic xlink:href="fbioe-11-1136095-g001.tif"/>
</fig>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Plasmids and strain construction</title>
<p>This study&#x2019;s primers, plasmids, gBlocks and gRNA sequences are listed in <xref ref-type="sec" rid="s12">Supplementary Tables S1&#x2212;S4</xref>. Oligonucleotides and gBlocks were ordered from Integrated DNA Technologies (IDT). To generate the <italic>URA3</italic>
<sup>
<italic>S81X</italic>
</sup> (SbU<sup>&#x2212;</sup>), <italic>HIS3</italic>
<sup>
<italic>G26X</italic>
</sup> (SbH<sup>&#x2212;</sup>), and <italic>TRP1</italic>
<sup>
<italic>P12X</italic>
</sup> (SbT<sup>&#x2212;</sup>) disrupted strains, gBlocks with respectively gRNA were assembled with pCfB2312 (Cas9-KanMX) and transformed with their respective donor primer (<xref ref-type="sec" rid="s12">Supplementary Tables S1</xref>). To generate the <italic>thi2</italic>&#x2206;, <italic>thi6</italic>&#x2206;, <italic>snz1</italic>&#x2206;, <italic>sno1</italic>&#x2206;, <italic>rei1</italic>&#x2206;, and <italic>bts1</italic>&#x2206; strains, gBlocks from respectively gRNA were assembled with pCfB3050 (pCas9-<italic>URA3</italic>) and transformed with respectively donor primer (Supplementary Table S1). The GFP, RFP and Exendin-4 integration plasmid (Supplementary Table S2) was generated by assembly of respective gBlocks (Supplementary Table S3) with pCfB2909 (marker free) and transformed together with pCfB6920.</p>
<p>All plasmid assemblies were conducted with Gibson Assembly (<xref ref-type="bibr" rid="B11">Gibson et al., 2009</xref>) and transformed into One Shot<sup>&#xae;</sup> TOP10 <italic>Escherichia coli</italic> (Thermo Fisher Scientific). All <italic>E. coli</italic> were grown in lysogeny broth (LB) media containing 5&#xa0;g/L yeast extract, 10&#xa0;g/L tryptone and 10&#xa0;g/L NaCl; (Sigma Aldrich) supplemented with 100&#xa0;mg/L ampicillin sodium salt (Sigma Aldrich). LB agar plates contained 1% agar (Sigma Aldrich).</p>
<p>
<italic>S. boulardii</italic> (<italic>S. cerevisiae</italic> ATCC<sup>&#xae;</sup> MYA796&#x2122;) was obtained from American Type Culture Collection (ATCC). The strains created in this study are listed in <xref ref-type="sec" rid="s12">Supplementary Tables S5</xref>. <italic>S. boulardii</italic> transformations were performed <italic>via</italic> high-efficiency yeast transformation using the LiAc/SS carrier DNA/PEG method (<xref ref-type="bibr" rid="B12">Gietz and Woods, 2006</xref>). Genomic integrations cassettes were digested with the restriction enzyme NotI (FastDgiest Enzyme, Thermo Scientific&#x2122;) prior to transformation and transformed together with various helper plasmids and pre-expressed Cas9 from pCfB2312. All transformations were incubated at 30&#xb0;C for 30&#xa0;min and then heat-shocked in a water bath at 42&#xb0;C for 60&#xa0;min. All transformations followed a recovery step. The transformation tubes were microcentrifuge for 2&#xa0;min at 3,000&#xa0;g. Pellets were resuspended in 500&#xa0;&#xb5;L of YPD media containing 10&#xa0;g/L yeast extract, 20&#xa0;g/L casein peptone and 20&#xa0;g/L glucose (Sigma Aldrich) and incubated for 2&#x2013;3&#xa0;h at 30 &#xb0;C before being plated. All yeast transformations were plated on synthetic complete (SC) plates containing 1.7&#xa0;g/L yeast nitrogen base without amino acids and ammonium sulphate (Sigma Aldrich), 1&#xa0;g/L monosodium glutamate (Sigma Aldrich), 1.92&#xa0;g/L Yeast Synthetic Drop-out Medium Supplements without uracil (Sigma Aldrich) and 200&#xa0;mg/L geneticin (G418; Sigma Aldrich) at 37&#xb0;C. Colony-PCR using OneTaq (Thermo Scientific&#x2122;) confirmed the genomic integration, gene disruption and knockout. Primers flanking the null mutant gene or integration site were used to confirm successful strain modification. Genomic DNA was extracted by boiling cells at 70&#xb0;C for 30&#xa0;min in 20&#xa0;mM NaOH. The strains were cured for pCfB2312 and helper plasmids after genome integration. One single mutant from each generated strain was cryopreserved at &#x2212;80&#xb0;C and used for further characterisations. All strain replicates presented are technical replicates.</p>
</sec>
<sec id="s2-2">
<title>Cultivation experiments</title>
<p>All cultivation was started from a pre-culture, inoculated with a recently streaked out colony from a &#x2212;80&#xb0;C cryostock, cultivated for 12&#x2013;16&#xa0;h. All pre-cultures were conducted in the same media as the following cultivation experiment unless other stated. Pre-culture to determine the auxotrophic strains was done in media supplemented with the required nutrition and washed three times in 1% PBS to ensure no traces of the required nutrition were transferred into the new cultures. Pre-culture to determine cold sensitivity was conducted at 37&#xb0;C to ensure enough biomass.</p>
</sec>
<sec id="s2-3">
<title>Real-time growth monitoring</title>
<p>Real-time OD<sub>600</sub> measurements were obtained every 10&#xa0;min for 48&#x2013;120&#xa0;h with microplate reader Synergy&#x2122; H1 (BioTek) for aerobic and microaerobic conditions. Epoch 2 microplate reader (BioTek) was used for anaerobic real-timer OD<sub>600</sub> measurements. All cultures had an initial OD<sub>600</sub> of 0.05. The cultures were incubated into 200&#xa0;&#xb5;L minimal synthetic complete media (DELFT) containing 7.5&#xa0;g/L (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub>, 14.4&#xa0;g/L KH<sub>2</sub>PO<sub>4</sub>, 0.5&#xa0;g/L MgSO<sub>4</sub> x 7H<sub>2</sub>O, 20&#xa0;g/L glucose, 2&#xa0;ml/L trace metals solution, and 1&#xa0;ml/L vitamins with or without thiamine and pyridoxine (<xref ref-type="bibr" rid="B50">Verduyn et al., 1992</xref>), and with or without 20&#xa0;mg/L uracil, 20&#xa0;mg/L histidine and 20&#xa0;mg/L tryptophan supplemented. CELLSTAR<sup>&#xae;</sup> 96 well cell culture plate (Greiner Bio-One) with an air-penetrable lid (Breathe-Easy, Diversified Biotech) was used for all cultivation. pH was adjusted with 1M HCl to 3, 4, 5 and 6 for the respective experiment. Cultivation was performed with continuous double orbital shaking of 548 cycles per minute (CPM) at 37 &#xb0;C and 0%, 0.1%, 1% or 21% oxygen. Anaerobic conditions were obtained using a vinyl anaerobic chamber (Coy Laboratory Products Vinyl; gas mixture, 95% N<sub>2</sub> and 5% H<sub>2</sub>), and microaerobic conditions were obtained using CO<sub>2</sub>/O<sub>2</sub> Gas Controller (BioTek).</p>
</sec>
<sec id="s2-4">
<title>Thiamine dose-response experiment</title>
<p>The cultures were incubated into 200&#xa0;&#xb5;L SC media without thiamine, containing 1.7&#xa0;g/L yeast nitrogen base without amino acids and thiamine (FORMEDIUM&#x2122;), 1.92&#xa0;g/L Yeast Synthetic Drop-out Medium Supplements without uracil, for 48&#xa0;h with an initial OD<sub>600</sub> of 0.05. The media was supplemented with either 0, 0.001, 0.01, 0.1, 1, or 400&#xa0;&#x3bc;g/ml thiamine hydrochloride (Sigma Aldrich) and 20&#xa0;mg/L uracil.</p>
</sec>
<sec id="s2-5">
<title>Escape rate experiment of the thiamine auxotroph</title>
<p>The SbU<sup>&#x2212;</sup> and SbU<sup>&#x2212;</sup> &#x2b; <italic>thi6</italic>&#x2206; strains were incubated in 25&#xa0;ml SC with and without thiamine supplemented for 120&#xa0;h. The cultures were incubated in a 250&#xa0;ml shake flask with an initial OD<sub>600</sub> of 0.05. The culture was spun down and re-suspended in 500&#xa0;&#xb5;L PBS. A serial dilution was generated. 100&#xa0;&#xb5;L of the undiluted and 5&#xa0;&#xb5;L from each dilution were plated on SC plates with and without thiamine supplemented (<xref ref-type="sec" rid="s12">Supplementary Figures S3B, C</xref>). The plates were incubated at 37&#xb0;C for 72&#xa0;h. Cell mass from the undiluted 5&#xa0;&#xb5;L spotting was spread out on SC plates with and without thiamine supplemented (<xref ref-type="sec" rid="s12">Supplementary Figures S3B, C</xref>).</p>
</sec>
<sec id="s2-6">
<title>Cold exposure experiment</title>
<p>The SbU<sup>&#x2212;</sup>, SbU<sup>&#x2212;</sup> &#x2b; <italic>rei1</italic>&#x2206;, SbU<sup>&#x2212;</sup> &#x2b; <italic>bts1</italic>&#x2206; and SbU<sup>&#x2212;</sup> &#x2b; <italic>bts1</italic>&#x2206; &#x2b; <italic>thi6</italic>&#x2206; strains were incubated in 2.6&#xa0;ml YPD in a 24-deep well plate (Axygen<sup>&#xae;</sup>, VWR) with a sandwich cover (Enzyscreen) and with an initial OD<sub>600</sub> of 0.05. The plates were incubated at 15, 20, and 37&#xb0;C for a maximum of 120&#xa0;h. OD<sub>600</sub> was measured at 0, 8, 24, 32, 48, 72, 96, and 120&#xa0;h.</p>
</sec>
<sec id="s2-7">
<title>Competition experiment in the presence and absence of thiamine</title>
<p>Single and co-cultivation of (SbU<sup>&#x2212;</sup>)-GFP and (SbU<sup>&#x2212;</sup> &#x2b; <italic>bts1</italic>&#x2206; &#x2b; <italic>thi6</italic>&#x2206;)-mKate were cultured in 2&#xa0;ml SC media with and without thiamine in a 24-deep well plate (Axygen<sup>&#xae;</sup>, VWR) with a sandwich cover (Enzyscreen) and with an initial OD<sub>600</sub> of 0.1. The co-culture was started with a 1:1 ratio of each strain. 20 &#xb5;L of single and co-cultures were transferred into fresh media every 48th hours for a total period of 96&#xa0;h (two transfers).</p>
</sec>
<sec id="s2-8">
<title>Competition experiments in different temperature</title>
<p>Single and co-cultivation of (SbU<sup>&#x2212;</sup>)-GFP and (SbU<sup>&#x2212;</sup> &#x2b; <italic>bts1</italic>&#x2206; &#x2b; <italic>thi6</italic>&#x2206;)-mKate were cultured in 2&#xa0;ml SC media YPD in a 24-deep well plate (Axygen<sup>&#xae;</sup>, VWR) with a sandwich cover (Enzyscreen) and with an initial OD<sub>600</sub> of 0.1 at 15&#xb0;C, 20&#xb0;C, and 37&#xb0;C. The co-culture was started with a 1:1 ratio of each strain. 20&#xa0;&#xb5;L of single and co-cultures were transferred into fresh media every 24th hours for a total period of 120&#xa0;h (five transfers) for the 20&#xb0;C and 37&#xb0;C cultivation. Single and co-cultures at 15&#xb0;C were transferred into fresh media every 48th hours for a total period of 144&#xa0;h (three transfers). The culture was transferred every 48th hours to ensure that SbU<sup>&#x2212;</sup> reached similar cell counts at all temperatures (<xref ref-type="sec" rid="s12">Supplementary Figure S6</xref>).</p>
</sec>
<sec id="s2-9">
<title>Survival assay</title>
<p>Serial dilution (1,000x and 10,000x) from the 37&#xb0;C co-cultivation of (SbU<sup>&#x2212;</sup>)-GFP and (SbU<sup>&#x2212;</sup> &#x2b; <italic>bts1</italic>&#x2206; &#x2b; <italic>thi6</italic>&#x2206;)-mKate in YPD were plated on YPD plates and incubated at 15&#xb0;C, 20&#xb0;C and 37&#xb0;C for 144, 96, and 48&#xa0;h respectively. Red and green colony forming units (CFU) were counted under blue light.</p>
</sec>
<sec id="s2-10">
<title>Flow cytometry</title>
<p>All competition experiments were analysed with a NovoCyte Quanteon&#x2122; (Agilent) flow cytometry. 20&#xa0;&#xb5;L culture was diluted in 180&#xa0;&#xb5;L 1% PBS and run on the flow cytometry with a threshold of 5,000 yeast events or 60&#xa0;&#xb5;L sample injection. Yeast events were gated based on size events (FSC-A) &#x3c; 6 &#xd7; 10<sup>6</sup> and complexity events (SSC-A) &#x3c; 2 &#xd7; 10<sup>5</sup>. Singlets were gate based on SSC (SSC-A vs. SSC-H). The (SbU-)-GFP population was quantified with the FITC channel, and (SbU<sup>&#x2212;</sup> &#x2b; <italic>bts1</italic>&#x2206; &#x2b; <italic>thi6</italic>&#x2206;)-mKate was quantified with PE-TexasRed. The population distribution was quantified based on FITC-H vs. PE-TexasRed-H. Absolute events were calculated.</p>
</sec>
<sec id="s3">
<title>Elisa</title>
<p>The Exendin-4 producing <italic>S. boulardii</italic> strains were incubated in 2&#xa0;ml DELFT medium supplemented with 20&#xa0;mg/L uracil in a 24-deep well plate (Axygen<sup>&#xae;</sup>, VWR) with a sandwich cover (Enzyscreen). The cultures had an initial OD<sub>600</sub> of 0.05 and were performed with continuous shaking at 250 RPM at 37&#xb0;C. All cultures were harvested after 24 and 48&#xa0;h. Cell cultures were spun down at 10,000&#xa0;g for 10&#xa0;min at 4&#xb0;C. Exendin-4 was quantified with Exendin-4 EIA (EK-070-94, Phoenix). The signals were detected by OD<sub>450</sub> using a microplate reader Synergy&#x2122; H1 (BioTek).</p>
</sec>
<sec id="s3-1">
<title>Animal experiment</title>
<p>All animal experiments were conducted according to the Danish guidelines for experimental animal welfare, and the study protocols were approved by the Danish Animal Experiment Inspectorate (license number 2020-15-0201-00405). The study was carried out in accordance with the ARRIVE guidelines (du Sert et al., 2020). All <italic>in vivo</italic> experiments were conducted on male C57BL/6 mice (6&#x2212;8&#xa0;weeks old; Taconic Bioscience). Unless otherwise stated, all mice were housed at room temperature on a 12-h light/dark cycle and given <italic>ad libitum</italic> access to water and standard chow (Safe Diets, A30). All mice were randomised according to body weight and acclimated for at least 1&#xa0;week prior to the first oral administration. Each animal study received a freshly prepared batch of <italic>S. boulardii</italic>. Body weight and food intake were recorded once per week. The researchers were blinded in all mouse experiments. The mice were euthanised by cervical dislocation at the end of the study.</p>
<p>The mice were divided into four groups (n &#x3d; 4), either receiving the Sb wild-type, Sb <italic>bts1</italic>&#x2206;, Sb <italic>thi6</italic>&#x2206; or Sb <italic>bts1</italic>&#x2206; &#x2b; <italic>thi6</italic>&#x2206; strain. The mice were orally administered <italic>via</italic> intragastric gavage with &#x223c;10<sup>8</sup>&#xa0;CFU of the <italic>S. boulardii</italic> strain in 100&#xa0;&#xb5;L of 1x PBS and 20% glycerol. The mice were orally administered with <italic>S. boulardii</italic> for five consecutive days, followed by a 6-day washout. The drinking water was supplemented with an antibiotic cocktail containing 0.3&#xa0;g/L ampicillin sodium salt, 0.3&#xa0;g/L kanamycin sulfate, 0.3&#xa0;g/L metronidazole, and 0.15&#xa0;g/L vancomycin hydrochloride after the washout period. After 5&#xa0;days of antibiotic treatment, the mice were orally administered with <italic>S. boulardii</italic> in 100&#xa0;&#xb5;L of 1x PBS (containing 1.0&#xa0;g/L ampicillin sodium salt, 1.0&#xa0;g/L kanamycin sulfate, 1.0&#xa0;g/L metronidazole, and 1.0&#xa0;g/L vancomycin hydrochloride) and 10% glycerol for five consecutive days. The washout for the antibiotic-treated mice was monitored for 33&#xa0;days.</p>
<p>The faeces were collected in pre-weighed 1.5&#xa0;ml or 2.0&#xa0;ml Eppendorf tubes containing 1&#xa0;ml of 1x PBS and 25% glycerol and weighed again to determine the faecal weight. All sample preparation for assessing CFU numbers was kept on ice and followed the same practice. The faecal samples were homogenised by vortexed at &#x223c;2,400&#xa0;rpm for 20&#xa0;min. The samples were then spun down at 100&#xa0;g for 30&#xa0;s, followed by a dilution series, where 5&#xa0;&#xb5;L of each dilution was plated in duplicates or triplicates. Under the antibiotic-treated washout period, 100&#xa0;&#xb5;L was plated. The faecal samples were plated on SC supplemented with 20&#xa0;mg/L uracil plates containing 100&#xa0;mg/L ampicillin, 50&#xa0;mg/L kanamycin, and 30&#xa0;mg/L chloramphenicol (Sigma Aldrich).</p>
</sec>
<sec id="s3-2">
<title>Statistical testing</title>
<p>All statistical analysing were performed in RStudio version 4.1.0 with the rstatix and DescTools packages. Unless otherwise stated, all data are presented as means &#x2b;SEM. Statistical differences between groups of two were analysed with a dependent sample t-test. Bonferroni adjustments were used for multiple comparisons. Comparison of three or more groups was analysed by ANOVA with either Tukey&#x2019;s HSD <italic>post hoc</italic> test or Dunnett&#x2019;s <italic>post hoc</italic> test. The statistical significance level was set at <italic>p</italic> &#x3c; 0.05.</p>
</sec>
</sec>
<sec sec-type="results" id="s4">
<title>Results</title>
<sec id="s4-1">
<title>Selection of optimal auxotrophies for <italic>S. boulardii</italic> biocontainment</title>
<p>We started by investigating the impact of constraining the probiotic yeast to become dependent on the exogenous supply of metabolites for growth and survival, as it is one of the most common biocontainment strategies for genetically modified microorganisms (<xref ref-type="bibr" rid="B52">Wook Lee et al., 2018</xref>). Here we generated a library of auxotrophic <italic>S. boulardii</italic> strains by disrupting several genes and evaluating the burden of the gene deletion on each strain. We created one nucleoside (uracil), two amino acids (histidine and tryptophan) and two vitamins (thiamine and pyridoxine) auxotrophic strains (<xref ref-type="fig" rid="F2">Figure 2A</xref>). We started by introducing a stop codon in <italic>URA3</italic> (uracil synthesis), <italic>HIS3</italic> (histidine synthesis) and <italic>TRP1</italic> (tryptophan synthesis), as a foundation for selecting a biocontainment that may also be used as an auxotrophic marker for further strain engineering. Auxotrophic markers are commonly used in microbial engineering to establish an antibiotic-free platform for plasmid-based heterologous gene expression (<xref ref-type="bibr" rid="B7">Durmusoglu et al., 2021</xref>). These auxotrophic strains have previously been reported in <italic>S. boulardii</italic> (<xref ref-type="bibr" rid="B27">Liu et al., 2016</xref>). Importantly, these gene disrupted strains are suitable hosts for further genetic manipulation using existing <italic>Saccharomyces cerevisiae</italic> tools (<xref ref-type="bibr" rid="B16">Hudson et al., 2014</xref>; <xref ref-type="bibr" rid="B27">Liu et al., 2016</xref>; <xref ref-type="bibr" rid="B7">Durmusoglu et al., 2021</xref>; <xref ref-type="bibr" rid="B22">Jin et al., 2021</xref>). The strains with <italic>URA3</italic>, <italic>HIS3,</italic> and <italic>TRP1</italic> disrupted were unable to grow unless uracil, histidine or tryptophan was supplemented to the growth medium (<xref ref-type="fig" rid="F2">Figures 2B, C</xref>). The <italic>TRP1</italic>
<sup>
<italic>P12X</italic>
</sup> (SbT<sup>&#x2212;</sup>) strain also showed a metabolic burden when media was supplemented with tryptophan (<xref ref-type="fig" rid="F2">Figure 2C</xref>; <xref ref-type="sec" rid="s12">Supplementary Figure S1</xref>). Based on these observations, the <italic>HIS3</italic>
<sup>
<italic>G26X</italic>
</sup> (SbH<sup>&#x2212;</sup>) and <italic>URA3</italic>
<sup>
<italic>S81X</italic>
</sup> (SbU<sup>&#x2212;</sup>) strains showed to be the most promising nutritional auxotrophs compared to the SbT<sup>&#x2212;</sup> strain. Combination of the <italic>URA3</italic>, <italic>HIS3</italic>, and <italic>TRP1</italic> gene disruptions maintained their auxotrophic phenotype and showed restricted growth in media lacking their respective nutrition (<xref ref-type="fig" rid="F2">Figure 2</xref>; <xref ref-type="sec" rid="s12">Supplementary Figure S2</xref>). However, the triple disruption strain showed to be unstable, with growth observed after 120&#xa0;h in the absence of tryptophan. The SbU<sup>&#x2212;</sup> strain was selected for further gene knockouts based on a previous report showing higher gene expression from <italic>URA3</italic>-marker plasmids (<xref ref-type="bibr" rid="B7">Durmusoglu et al., 2021</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Selection of auxotrophic mutation in <italic>S. boulardii</italic>. <bold>(A)</bold> Schematic overview of the construction of the auxotrophic strains. To generate the uracil, histidine, and tryptophan auxotroph, a null mutation was introduced in the respective genes, while the genes were deleted to generate the vitamin auxotrophs. Bar plot of mean OD<sub>600</sub> after 48&#xa0;h <bold>(B)</bold> without the required nutrition supplemented and <bold>(C)</bold> with the required nutrition supplemented. <bold>(D)</bold> Bar plot of mean OD<sub>600</sub> after 48&#xa0;h under different concentrations of thiamine. Limit of detection (LOD). Data presented as mean &#x2b;SEM (n &#x3d; 3). &#x2a; <italic>p</italic> &#x3c; 0.05, &#x2a;&#x2a; <italic>p</italic> &#x3c; 0.01 and &#x2a;&#x2a;&#x2a; <italic>p</italic> &#x3c; 0.001. One-way ANOVA, Dunnett&#x2019;s <italic>post hoc</italic> test with Sb <bold>(A)</bold> or SbU<sup>&#x2212;</sup> <bold>(B,C)</bold> as reference.</p>
</caption>
<graphic xlink:href="fbioe-11-1136095-g002.tif"/>
</fig>
<p>We further investigated the phenotype of disrupting two other biosynthetic pathways in strains with uracil synthesis deficiency to determine potential additive effects. Knocking out either the <italic>THI2</italic> or the <italic>THI6</italic> gene in the thiamine synthesis pathway resulted in strains that were unable to grow in media lacking thiamine (<xref ref-type="fig" rid="F2">Figure 2B</xref>). Knocking out the <italic>SN O 1</italic> and <italic>SNZ1</italic> genes of the pyridoxine synthesis pathway individually resulted in no significant growth defect, contrary to previously reported (<xref ref-type="bibr" rid="B41">Rodr&#xed;guez-Navarro et al., 2002</xref>). Non-etheless, a significant lower final OD<sub>600</sub> was observed when knocking out the <italic>SNO1</italic> and <italic>SNZ1</italic> genes in combination. To demonstrate that the growth defect resulted from the respective auxotrophies, we cultured the various strains in media containing the corresponding nutrient supplements and observed similar OD<sub>600</sub> reaching after 48&#xa0;h (<xref ref-type="fig" rid="F2">Figure 2C</xref>).</p>
<p>To examine the robustness of the auxotrophic strains towards conditions experienced in the human gastrointestinal tract, we assessed their growth performance in minimal media with pH and oxygen conditions more closely mimicking the gastrointestinal tract. The <italic>thi2</italic>&#x2206; strain displayed a more considerable metabolic burden compared to <italic>thi6&#x2206;</italic>, demonstrating 25%&#x2013;50% increased doubling time at pH 3, 6, and in microaerobic (0.1% and 1% oxygen) and anaerobic conditions compare to <italic>thi6</italic>&#x2206; strain (<xref ref-type="sec" rid="s12">Supplementary Figure S1</xref>). The <italic>thi6</italic>&#x2206; strain showed a slight growth defect at pH 4 and 5, demonstrating 3%&#x2013;6% higher doubling time than <italic>thi2</italic>&#x2206; (<xref ref-type="sec" rid="s12">Supplementary Figure S1</xref>).</p>
<p>We next evaluated the thiamine sensitivity in the strains to identify the minimum thiamine concentration required for growth by the <italic>thi2</italic>&#x2206; and <italic>thi6</italic>&#x2206; strains to circumvent the biocontainment. Both knockouts reached a lower final OD<sub>600</sub> at a concentration &#x2264;0.01&#xa0;&#x3bc;g/ml (<xref ref-type="fig" rid="F2">Figure 2D</xref>). The <italic>thi6</italic>&#x2206; strain appeared more sensitive to low thiamine concentrations than the <italic>thi2</italic>&#x2206; strain. We also confirmed that from a 120-h culture with and without thiamine present in the media, zero escaper were identified for the <italic>thi6</italic>&#x2206; strain (<xref ref-type="sec" rid="s12">Supplementary Figure S3</xref>).</p>
</sec>
<sec id="s4-2">
<title>Constructing cold-sensitive <italic>S. boulardii</italic> strains</title>
<p>Another strategy to reduce the proliferation of genetically modified microorganisms in specific environments is to make them sensitive to temperature changes that may occur outside the targeted environment (<xref ref-type="fig" rid="F3">Figure 3A</xref>). To assess this approach, we knocked out two genes (<italic>REI1</italic> and <italic>BTS1</italic>) that were previously reported to exhibit a growth defect at a temperature lower than 25&#xb0;C when knocked out in <italic>S. cerevisiae</italic> (<xref ref-type="bibr" rid="B21">Jiang et al., 1995</xref>; <xref ref-type="bibr" rid="B17">Hung and Johnson, 2006</xref>; <xref ref-type="bibr" rid="B26">Lebreton et al., 2006</xref>). The REI1 gene encodes a zinc finger protein part of the 60S complex, and the BTS1 gene encodes the yeast geranylgeranyl diphosphate synthase. We observed the expected growth defects at temperatures of 15&#xb0;C and 20&#xb0;C for both <italic>rei1</italic>&#x2206; and <italic>bts1</italic>&#x2206; strains (<xref ref-type="fig" rid="F3">Figure 3B</xref>). While both <italic>bts1</italic>&#x2206; and <italic>rei1</italic>&#x2206; strains were hypersensitive at 15&#xb0;C and showed limited growth after 120&#xa0;h, the <italic>rei1</italic>&#x2206; displayed a more pronounced growth defect; however, the <italic>rei1</italic>&#x2206; strain also showed a slower growth at 37&#xb0;C (<xref ref-type="sec" rid="s12">Supplementary Figure S4</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Constructing temperature-sensitive <italic>S. boulardii</italic> strains. <bold>(A)</bold> Graphical illustration of the experimental design to confirm the phenotype. <bold>(B)</bold> Bar plot of the mean area under the curve (AUC) of 96-h cultivation at 15&#xb0;C, 20&#xb0;C and 37&#xb0;C. <bold>(C)</bold> Bar plot of the mean doubling time in pH 3, 4, 5 and 6. Limit of detection (LOD). Data presented as mean &#x2b;SEM (n &#x3d; 3). Two-way ANOVA, Tukey <italic>post hoc</italic> test. The different letters (a, b, c, d, e, f, g, and h) above the bars indicate statistically different groups (significance level at <italic>p</italic> &#x3c; 0.05).</p>
</caption>
<graphic xlink:href="fbioe-11-1136095-g003.tif"/>
</fig>
<p>Furthermore, evaluating the two cold-sensitive strains in the gut-like conditions, we demonstrate that the <italic>rei1</italic>&#x2206; strain showed a more pronounced fitness cost in minimal media at different pH (<xref ref-type="fig" rid="F3">Figure 3C</xref>). The <italic>rei1</italic>&#x2206; strain was unable to grow at a pH lower than 4 after 72&#xa0;h, and the strain displayed an approximate 25% slower doubling time at pH 4, 5, and 6 compared to the parental strain (SbU<sup>&#x2212;</sup>). The <italic>rei1</italic>&#x2206; strain also showed a significantly lower growth rate in anaerobic and microaerobic conditions than SbU<sup>&#x2212;</sup> (<xref ref-type="sec" rid="s12">Supplementary Figure S5</xref>), while the <italic>bts1</italic>&#x2206; demonstrated a slower growth rate in anaerobic conditions. The doubling time at anaerobic conditions was comparatively more pronounced for the <italic>bts1</italic>&#x2206; than for the <italic>rei1</italic>&#x2206; strain.</p>
</sec>
<sec id="s4-3">
<title>Combining vitamin auxotrophy with cold-sensitive mutations as a robust biocontainment strategy</title>
<p>To generate a more robust biocontainment strain, we combined the nutritional auxotrophy and the cold-sensitive mutant (<xref ref-type="fig" rid="F4">Figure 4A</xref>). Specifically, we chose <italic>thi6</italic>&#x2206; and <italic>bts1</italic>&#x2206;, in the SbU<sup>&#x2212;</sup> background strain, based on functionality at different pH concentrations and oxygen gradients. Although the <italic>rei1</italic>&#x2206; strain showed a more pronounced growth retardation at the lower temperature we hypothesis that additional fitness cost through genetic deletions or heterologous gene expressions would limit the strain to survive in the gastrointestinal tract. The double gene knockout of <italic>BTS1</italic> and <italic>THI6</italic> maintained the phenotypic effect of the individual knockouts, demonstrating the inability to grow in the absence of thiamine supplementation and slower growth in temperatures lower than 20&#xb0;C (<xref ref-type="sec" rid="s12">Supplementary Figure S4, S6</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Characterisation of the combined cold-sensitive and auxotrophic strain. <bold>(A)</bold> Stacked bar plot of the percentage of SbU<sup>&#x2212;</sup> and SbU<sup>&#x2212;</sup> &#x2b; <italic>bts1</italic>&#x2206; &#x2b; <italic>thi6</italic>&#x2206; in a co-culture experiment with and without thiamine. The co-culture was transferred to a fresh culture every 48&#xa0;h (n &#x3d; 5). <bold>(B)</bold> Stacked bar plot of the % of SbU<sup>&#x2212;</sup> and SbU<sup>&#x2212;</sup> &#x2b; <italic>bts1</italic>&#x2206; &#x2b; <italic>thi6</italic>&#x2206; in a co-culture experiment at 15&#xb0;C, 20&#xb0;C, and 37&#xb0;C. The co-culture was transferred to a fresh culture every 24 or 48&#xa0;h (n &#x3d; 5). <bold>(C)</bold> Bar plot of the mean concentration of Exendin-4 (ng/ml) quantified in the supernatant at 24 and 48&#xa0;h of cultivation (n &#x3d; 3). Data presented as mean &#x2b;SEM. &#x2a; <italic>p</italic> &#x3c; 0.05, One-way ANOVA, Dunnett&#x2019;s <italic>post hoc</italic> test with SbU<sup>&#x2212;</sup> as reference.</p>
</caption>
<graphic xlink:href="fbioe-11-1136095-g004.tif"/>
</fig>
<p>Next, we evaluated the competitive fitness of the double knockout biocontainment strain in a co-culture with the parental control strain SbU<sup>&#x2212;</sup> in the presence and absence of thiamine and at different temperatures. The double knockout and control strain perform similarly in the presence of thiamine; however, in the absence of thiamine, the double knockout strain was undetected after two transfers (<xref ref-type="fig" rid="F4">Figure 4A</xref>; <xref ref-type="sec" rid="s12">Supplementary Figure S6</xref>). In the same manner, the double knockout strain and the control strain were able to grow simultaneously at the permissive temperature conditions of 37&#xb0;C; however, at 15&#xb0;C and 20&#xb0;C, the percentage of double knockout strains was drastically reduced incrementally with the number of culture transfers (<xref ref-type="fig" rid="F4">Figure 4B</xref>). The biocontainment double knockout strain maintained &#x223c;1% of the total yeast population after two transfers of the co-culture at 15&#xb0;C and &#x223c;5% after five transfers at 20&#xb0;C.</p>
<p>Furthermore, we tested whether the biocontainment strain would maintain its cold-sensitive phenotype after multiple generations in co-culture with the control strain at 37&#xb0;C (120&#xa0;h). Here, we observed that the double knockout strain maintained its cold-sensitive phenotype, demonstrating zero colonies after plating the culture, incubating the strain at 15&#xb0;C and maintaining a slower growth phenotype at 20&#xb0;C (<xref ref-type="sec" rid="s12">Supplementary Figure S8</xref>). The double knockout biocontainment strain also showed no synergistic growth defect at different pH concentrations and oxygen percentages (<xref ref-type="sec" rid="s12">Supplementary Figure S9</xref>). We also observed an increased thiamine sensitivity by the combined biocontainment strain, showing a significantly lower OD<sub>600</sub> in 1&#xa0;&#x3bc;g/ml after 48&#xa0;h (<xref ref-type="sec" rid="s12">Supplementary Figure S10</xref>).</p>
<p>Finally, we sought to investigate if the double knockout biocontainment strain can produce a similar level of a recombinant protein as the parental strain SbU<sup>&#x2212;</sup>. This is relevant since some gene knockouts might negatively impact protein synthesis (<xref ref-type="bibr" rid="B40">Puddu et al., 2019</xref>). Therefore, we engineered the biocontainment strains to produce and secrete a GLP-1 receptor agonist (Exendin-4) since <italic>in situ</italic> biosynthesis of Exendin-4 in the gastrointestinal tract with <italic>S. boulardii</italic> has previously been shown to reduce food intake and body weight in mice (<xref ref-type="bibr" rid="B14">Hedin et al., 2022a</xref>). We observed no significant difference in the production of Exendin-4 after 24 and 48&#xa0;h (<xref ref-type="fig" rid="F4">Figure 4C</xref>), suggesting that the biocontainment strain does not compromise the production of a heterologous protein.</p>
</sec>
<sec id="s4-4">
<title>The biocontainment strain is safe and viable in a mouse model</title>
<p>While we have validated the biocontainment strategy to be functional <italic>in vitro</italic>, the generated knockout strains still need to be demonstrated to be safe and viable in the gastrointestinal tract to express a therapeutic activity. To assess this, we orally administered the biocontainment strains daily for 5&#xa0;days in conventional mice with an intact microbiome (<xref ref-type="fig" rid="F5">Figure 5A</xref>) to study if the biocontainment strains pose any fitness cost while interacting with other microbes. We demonstrated that the wild-type, single and combined knockouts colonise equally in the mice with intact microbiome (<xref ref-type="fig" rid="F5">Figure 5B</xref>). In addition, all the <italic>S. boulardii</italic> strains were washed out after 6&#xa0;days, except for one mouse receiving the <italic>bts1</italic>&#x2206; strain (<xref ref-type="fig" rid="F5">Figure 5C</xref>), indicating that the knockouts did not cause any unwanted engraftment in mice.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<italic>In vivo</italic> assessment of the biocontainment strains in antibiotic-treated mice. <bold>(A)</bold> Graphical scheme of the study design. Male C57BL/6 mice were orally administered&#x2009;with &#x223c;10<sup>8</sup> cells of <italic>S. boulardii</italic> daily for five successive days, followed by 6&#xa0;days of washout. On the 10th day was, the water supplemented with an antibiotic cocktail. The mice were again orally administered with&#x2009;&#x223c;10<sup>8</sup> cells of <italic>S. boulardii</italic> daily for five successive days, followed by 34&#xa0;days of washout. <bold>(B)</bold> Bar plot of <italic>S. boulardii</italic> abundance (log<sub>10</sub>&#xa0;CFU per gram faeces) in conventional mice with intact microbiome. <bold>(C)</bold> Step plot of percentage of conventional mice with <italic>S. boulardii</italic> colonised (LOD &#x2248; 10<sup>3</sup>&#xa0;CFU/g). <bold>(D)</bold> Bar plot of <italic>S. boulardii</italic> abundance (log<sub>10</sub>&#xa0;CFU per gram faeces) in antibiotic-treated mice. <bold>(E)</bold> Step plot of percentage of antibiotic-treated mice with <italic>S. boulardii</italic> colonised (LOD &#x2248;50&#xa0;CFU/g). <bold>(F)</bold> The body weight (grams) during the whole study. <bold>(G)</bold> Accumulated food intake (gram) throughout the whole study. Data presented as mean &#xb1; SEM (n &#x3d; 4). Data were analysed with One-way ANOVA <bold>(B,D)</bold> and Two-way ANOVA <bold>(F,G)</bold>, using Dunnett&#x2019;s <italic>post hoc</italic> test with SbU<sup>&#x2212;</sup> as reference.</p>
</caption>
<graphic xlink:href="fbioe-11-1136095-g005.tif"/>
</fig>
<p>Furthermore, we evaluated the biocontainment strains in an antibiotic-treated mouse model designed for pre-clinical testing of yeast-based AMTs, which allows <italic>S. boulardii</italic> strains to colonise the murine gastrointestinal tract in higher numbers and for an extended period of time (<xref ref-type="bibr" rid="B13">Hedin et al., 2022b</xref>). The antibiotic-treated mice were orally administered with the biocontainment strains for 5&#xa0;days. Wild-type, single and combined knockouts were demonstrated to also colonise equally in the mice with a reduced microbiota (<xref ref-type="fig" rid="F5">Figure 5D</xref>). Although the <italic>S. boulardii</italic> was washout slower in the antibiotic-treated mice, no mice displayed any detectable levels 33 days after the last oral administration (<xref ref-type="fig" rid="F5">Figure 5E</xref>).</p>
<p>To investigate if the newly generated strains posed any safety concerns to the health and wellbeing of the mice, body weight, food intake and behaviour were monitored throughout the whole study. We observed no change in body weight or food intake in the mice receiving the biocontainment strains (<xref ref-type="fig" rid="F5">Figures 5F, G</xref>), both during low and high colonisation of the strains. In addition, no abnormal behaviour was observed in the mice.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s5">
<title>Discussion</title>
<p>Biocontainment is a crucial step in the development of AMTs, as it constrains the proliferation of genetically modified microorganisms outside the treated individual. Therefore, it limits the risk of outcompeting natural organisms and negatively affecting ecosystems and human health (<xref ref-type="bibr" rid="B51">Wilson, 2008</xref>). In this study, we implemented a biocontainment strategy for the probiotic yeast <italic>S. boulardii,</italic> demonstrating robust growth in the murine gastrointestinal tract and limited growth under <italic>in vitro</italic> conditions mimicking the external environments (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<p>We designed a multi-layered strategy by introducing a combination of auxotrophy and temperature sensitivity. We selected the SbU<sup>&#x2212;</sup> as a background strain for further genetic manipulation as it was demonstrated to have the expected phenotypic traits as auxotroph and <italic>URA3</italic> marker plasmids have been reported to have higher gene expression than <italic>HIS3</italic> and <italic>TRP1</italic> marker plasmids in <italic>S. boulardii</italic> (<xref ref-type="bibr" rid="B7">Durmusoglu et al., 2021</xref>) and is a frequently used marker (<xref ref-type="bibr" rid="B20">Jensen et al., 2014</xref>; <xref ref-type="bibr" rid="B29">Maury et al., 2016</xref>). Next, we evaluated the effect of additional auxotrophic knockouts as potential strategies. While the <italic>thi2</italic>&#x2206; and <italic>thi6</italic>&#x2206; strains showed restricted growth in the functionality assay (<xref ref-type="fig" rid="F2">Figure 2B</xref>), both showed a slight increase in OD<sub>600</sub> at 0&#xa0;&#x3bc;g/ml thiamine in the thiamine dose experiment (<xref ref-type="fig" rid="F2">Figure 2D</xref>). This could be explained by the fact that a small trace amount of thiamine could be transferred from the pre-culture; alternatively, the strains are more sensitive in media lacking pyridoxine. Non-etheless, the thiamine auxotrophic strain, <italic>thi6</italic>&#x2206;, demonstrated a more pronounced and sensitive effect to lower thiamine concentrations than <italic>thi2</italic>&#x2206;. In addition, the <italic>THI2</italic> is a transcriptional activator of thiamine biosynthetic genes (<xref ref-type="bibr" rid="B34">Nishimura et al., 1992</xref>), while <italic>THI6</italic> is a gene encoding an enzyme required for thiamine synthesis (<xref ref-type="bibr" rid="B35">Nosakas et al., 1994</xref>); as such, circumventing the transcriptional activation might pose a higher risk of escapers than gaining back an enzymatic function. Although the <italic>thi2</italic>&#x2206; strain demonstrated a slower doubling time in five out of seven tested conditions it showed a slightly faster growth at pH 4 and 5 (<xref ref-type="sec" rid="s12">Supplementary Figure S1</xref>). This could be explained by that the <italic>S. boulardii</italic> with uracil disrupted generally grew faster at pH 4 and 5, therefore the growth defect of <italic>thi2</italic>&#x2206; might have escalated outside the optimal pH condition.</p>
<p>To further contain the probiotic yeast, we investigated the potential of temperature-sensitive knockout strains. The global average temperature is calculated to be 13.9&#xb0;C (<xref ref-type="bibr" rid="B45">Sobrino et al., 2020</xref>), although the temperature varies at different places, times of year and day we hypothesise that an AMT with reduced fitness in that temperature range would limit the proliferation on many places. We compared two gene knockouts that caused the strain to be sensitive to colder temperatures (<xref ref-type="bibr" rid="B21">Jiang et al., 1995</xref>; <xref ref-type="bibr" rid="B17">Hung and Johnson, 2006</xref>). Knocking out <italic>BTS1</italic> and <italic>REI1</italic> reduced the fitness of the strains at temperatures &#x2264;20 &#xb0;C (<xref ref-type="fig" rid="F3">Figure 3</xref>). We prioritised the <italic>bts1</italic>&#x2206; strain even though the <italic>rei1</italic>&#x2206; strain showed a more pronounced growth defect at 20&#xb0;C. This was based on the fact that the <italic>rei1&#x2206;</italic> strain also displayed a slower growth at 37&#xb0;C and an increased fitness cost in different pH and oxygen conditions found in the gastrointestinal tract (<xref ref-type="fig" rid="F3">Figure 3</xref>; <xref ref-type="sec" rid="s12">Supplementary Figure S5</xref>). Furthermore, it has been reported that overexpression of <italic>REH1</italic> and deleting <italic>ARX1</italic> can partially suppress the <italic>rei1</italic>&#x2206; cold-sensitive growth phenotype (<xref ref-type="bibr" rid="B26">Lebreton et al., 2006</xref>; <xref ref-type="bibr" rid="B37">Parnell and Bass, 2009</xref>). Thus, the <italic>rei1</italic>&#x2206; strain might increase the risk of selective pressures for escape mutants.</p>
<p>To build a more redundant strategy we combined the auxotrophic mutant <italic>thi6</italic>&#x2206; and the cold-sensitive mutant <italic>bts1</italic>&#x2206; in the background strain SbU<sup>&#x2212;</sup> to further reduce the fitness in the external environments and minimise the chance of escape mutants. The final biocontainment strain exhibited similar phenotypic traits as the individual knockouts. We also demonstrated that the parental control strain drastically outcompetes the double biocontainment strain unless thiamine was supplemented and cultivated at 37&#xb0;C (<xref ref-type="fig" rid="F4">Figure 4</xref>). Furthermore, when thiamine was absent from the media, the double biocontainment strain was equally restricted in mono-culture as in co-culture with the control strains, indicating any potential cross-feeding of thiamine between the strains was not sufficient to maintain the growth of the biocontainment strain.</p>
<p>The knockout strains demonstrated a neglectable effect on peptide synthesis, indicating that the biocontainment strain could still act as an AMT for delivering therapeutic peptides (<xref ref-type="fig" rid="F4">Figure 4C</xref>). Furthermore, we observed comparable phenotypic growth performance at the different pH and oxygen conditions, demonstrating the strain to be robust to potential environmental changes.</p>
<p>We finally determined the viability and safety profile of the single and double knockout strains in healthy mice (<xref ref-type="fig" rid="F5">Figure 5</xref>). We observed no differences in the mice health and wellbeing between the different groups, demonstrating that the knockout strains did not pose a risk in healthy mice. The viability of the biocontainment strains in the faeces was demonstrated to reach equal levels compared to the wild-type, both in na&#xef;ve and antibiotic-treated mice. The abundance per gram of faeces and washout of <italic>S. boulardii</italic> in mice&#x2019;s gastrointestinal tract is in line with previously reported data (<xref ref-type="bibr" rid="B13">Hedin et al., 2022b</xref>). This supports the hypothesis that the biocontainment strain does not suffer any noticeable fitness cost in the gastrointestinal tract of a mouse. In addition, it demonstrates that the concentration of thiamine in the murine gut is sufficient for the <italic>thi6</italic>&#x2206; strain to grow.</p>
<p>Moving AMTs into humans requires strategies that ensure the safety of the AMT chassis. Our study demonstrates a multi-layered biocontainment strategy validated both under laboratory growth conditions and <italic>in vivo</italic> in the gastrointestinal tract of mice. Although further combinations of strategies might be required to ensure complete containment of the yeast, we here demonstrate, to the author&#x2019;s knowledge, the first biocontainment strategy as a platform for the continued development of yeast-based AMTs.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7">
<title>Ethics statement</title>
<p>The animal study was reviewed and approved by Danish Animal Experiment Inspectorate (license number 2020-15-0201-00405).</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>KH and RV-U conceived the study. KH and RV-U designed the <italic>in vitro</italic> experiments, and KH, RV-U, and VK designed the <italic>in vivo</italic> experiment. KH carried out all <italic>in vitro</italic> characterisations, and KH and VK carried out all the <italic>in vivo</italic> characterisations. KH. analysed the data and wrote the manuscript. RV-U and MS supervised the study. All authors contributed to the discussion of the results. All authors read and approved the final manuscript.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This work received funding from The Novo Nordisk Foundation under NNF grant number: NNF20CC0035580, NNF Challenge programme CAMiT under Grant agreement: NNF17CO0028232 and the BestTreat project under European Union&#x2019;s Horizon 2020 research and innovation programme with the Marie Sk&#x142;odowska-Curie Grant agreement No 813781.</p>
</sec>
<ack>
<p>We are grateful to Anna-Maria Guti&#xf3; I Vilardell for assisting in constructing the knockouts, Nicoline Munk Mikkelsen for carrying out some growth characterisations and Carmen Sands for assisting in setting up the flow cytometry experiment and providing (SbU<sup>&#x2212;</sup>)-GFP. We are also grateful to Tiffany Shang Heng Mak, Carmen Sands and Troels Holger Vaaben for their feedback on the manuscript. The manuscript is currently available as a preprint on bioRxiv doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1101/2022.12.27.522029">https://doi.org/10.1101/2022.12.27.522029</ext-link>.</p>
</ack>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>All authors are inventors on a patent filed by DTU on the Biocontainment strategy.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<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 id="s12">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fbioe.2023.1136095/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbioe.2023.1136095/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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