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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2016.00186</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>&#x003B2;-glucan Exposure on the Fungal Cell Wall Tightly Correlates with Competitive Fitness of <italic>Candida</italic> Species in the Mouse Gastrointestinal Tract</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Sem</surname> <given-names>XiaoHui</given-names></name>
<xref ref-type="author-notes" rid="fn004"><sup>&#x02021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/386472/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Le</surname> <given-names>Giang T. T.</given-names></name>
<xref ref-type="author-notes" rid="fn004"><sup>&#x02021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/386572/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Tan</surname> <given-names>Alrina S. M.</given-names></name>
<xref ref-type="author-notes" rid="fn004"><sup>&#x02021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/386286/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Tso</surname> <given-names>Gloria</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/397654/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yurieva</surname> <given-names>Marina</given-names></name>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/396504/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Liao</surname> <given-names>Webber W. P.</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/397911/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lum</surname> <given-names>Josephine</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/397649/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Srinivasan</surname> <given-names>Kandhadayar G.</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/397895/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Poidinger</surname> <given-names>Michael</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/35364/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zolezzi</surname> <given-names>Francesca</given-names></name>
<xref ref-type="author-notes" rid="fn003"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/397647/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Pavelka</surname> <given-names>Norman</given-names></name>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/35352/overview"/>
</contrib>
</contrib-group>
<aff><institution>Singapore Immunology Network, Agency for Science, Technology and Research</institution> <country>Singapore, Singapore</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Brian Wickes, University of Texas Health Science Center at San Antonio, USA</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Karen L. Wozniak, University of Texas at San Antonio, USA; Robert T. Wheeler, University of Maine, USA</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Norman Pavelka <email>norman_pavelka&#x00040;immunol.a-star.edu.sg</email></p></fn>
<fn fn-type="present-address" id="fn002"><p>&#x02020;Present Address: Marina Yurieva, The Jackson Laboratory for Genomic Medicine, Farmington, USA</p></fn>
<fn fn-type="present-address" id="fn003"><p>Francesca Zolezzi, Galderma R&#x00026;D, Sophia Antipolis, France</p></fn>
<fn fn-type="other" id="fn004"><p>&#x02021;These authors have contributed equally to this work.</p></fn></author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>12</month>
<year>2016</year>
</pub-date>
<pub-date pub-type="collection">
<year>2016</year>
</pub-date>
<volume>6</volume>
<elocation-id>186</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>10</month>
<year>2016</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>11</month>
<year>2016</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2016 Sem, Le, Tan, Tso, Yurieva, Liao, Lum, Srinivasan, Poidinger, Zolezzi and Pavelka.</copyright-statement>
<copyright-year>2016</copyright-year>
<copyright-holder>Sem, Le, Tan, Tso, Yurieva, Liao, Lum, Srinivasan, Poidinger, Zolezzi and Pavelka</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) or licensor 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><italic>Candida albicans</italic> is responsible for &#x0007E;400,000 systemic fungal infections annually, with an associated mortality rate of 46&#x02013;75%. The human gastrointestinal (GI) tract represents the largest natural reservoir of <italic>Candida</italic> species and is a major source of systemic fungal infections. However, the factors that control GI colonization by <italic>Candida</italic> species are not completely understood. We hypothesized that the fungal cell wall would play an important role in determining the competitive fitness of <italic>Candida</italic> species in the mammalian GI tract. To test this hypothesis, we generated a systematic collection of isogenic <italic>C. albicans</italic> cell wall mutants and measured their fitness in the mouse GI tract via quantitative competition assays. Whereas a large variation in competitive fitness was found among mutants, no correlation was observed between GI fitness and total levels of individual cell wall components. Similar results were obtained in a set of distantly-related <italic>Candida</italic> species, suggesting that total amounts of individual cell wall components do not determine the ability of fungi to colonize the GI tract. We then subjected this collection of <italic>Candida</italic> strains and species to an extensive quantitative phenotypic profiling in search for features that might be responsible for their differences in GI fitness, but found no association with the ability to grow in GI-mimicking and stressful environments or with <italic>in vitro</italic> and <italic>in vivo</italic> virulence. The most significant association with GI fitness was found to be the strength of signaling through the Dectin-1 receptor. Using a quantitative assay to measure the amount of exposed &#x003B2;-glucan on the surface of fungal cells, we found this parameter, unlike total &#x003B2;-glucan levels, to be strongly predictive of competitive fitness in the mouse GI tract. These data suggest that fungal cell wall architecture, more so than its crude composition, critically determines the ability of fungi to colonize the mammalian GI tract. In particular, recognition of exposed &#x003B2;-glucan by Dectin-1 receptor appears to severely limit <italic>Candida</italic> GI fitness and hence represents a promising target to reduce fungal colonization in patients at risks of systemic candidiasis.</p></abstract>
<kwd-group>
<kwd><italic>Candida</italic></kwd>
<kwd><italic>Candida albicans</italic></kwd>
<kwd>cell wall</kwd>
<kwd>competitive fitness</kwd>
<kwd>gastrointestinal tract</kwd>
<kwd>beta-glucan</kwd>
<kwd>dectin-1</kwd>
</kwd-group>
<contract-num rid="cn001">NMRC/BnB/0001b/2012</contract-num>
<contract-num rid="cn002">JCO/1437a00117</contract-num>
<contract-sponsor id="cn001">National Medical Research Council<named-content content-type="fundref-id">10.13039/501100001349</named-content></contract-sponsor>
<contract-sponsor id="cn002">Agency for Science, Technology and Research<named-content content-type="fundref-id">10.13039/501100001348</named-content></contract-sponsor>
<counts>
<fig-count count="5"/>
<table-count count="0"/>
<equation-count count="1"/>
<ref-count count="44"/>
<page-count count="12"/>
<word-count count="7767"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>The mammalian gastrointestinal (GI) tract is a complex environment hosting a large number and variety of microbes that include not only bacteria but also fungi (Qin et al., <xref ref-type="bibr" rid="B35">2010</xref>; Iliev et al., <xref ref-type="bibr" rid="B18">2012</xref>). While much effort has been placed in unraveling microbiota associations with host health and disease, little is known about factors that determine the ability of individual microbes, and especially fungi, to colonize the GI environment. The most frequently isolated fungi from the human GI tract belong to the <italic>Candida</italic> genus, with <italic>C. albicans</italic> consistently ranking as the most successful fungal colonizer in industrialized countries, followed by <italic>C. tropicalis, C. glabrata, C. krusei, C. parapsilosis</italic>, and <italic>C. dubliniensis</italic> (Maccallum, <xref ref-type="bibr" rid="B23">2010</xref>). In addition to acting as commensals in asymptomatic individuals, <italic>Candida</italic> species are also the most important opportunistic fungal pathogens of humans (Brown et al., <xref ref-type="bibr" rid="B5">2012</xref>). <italic>Candida</italic> species are able to infect the skin, mucosae and in some cases even the bloodstream of patients, especially those with a weakened immunity (Pfaller and Diekema, <xref ref-type="bibr" rid="B33">2007</xref>). Clinical studies have shown that a large fraction of life-threatening systemic infections by <italic>C. albicans</italic> originate from strains residing in the patients&#x00027; own GI tract (Nucci and Anaissie, <xref ref-type="bibr" rid="B30">2001</xref>; Miranda et al., <xref ref-type="bibr" rid="B26">2009</xref>). Therefore, understanding the factors that control the ability of <italic>Candida</italic> species to colonize the mammalian GI tract might open up opportunities for novel prevention strategies of systemic candidiasis.</p>
<p>Innate immunity plays a paramount role in controlling fungal infections and in limiting the systemic dissemination of <italic>Candida</italic> species from the GI tract (Koh et al., <xref ref-type="bibr" rid="B20">2008</xref>). The <italic>Candida</italic> cell wall is an intricate matrix of molecular interactions between pathogen-associated molecular patterns (PAMPs) on the fungal surface and pathogen-recognition receptors (PRRs) on innate immune cells (Netea et al., <xref ref-type="bibr" rid="B29">2008</xref>). These PAMP-PRR interactions are crucial not only for the recognition of fungal pathogens, but also for the initiation of appropriate immune responses (Gow and Hube, <xref ref-type="bibr" rid="B15">2012</xref>). Whereas the role of the <italic>Candida</italic> cell wall composition has been extensively studied during <italic>in vitro</italic> interactions with innate immune cells and during <italic>in vivo</italic> systemic infections, little is known about its role during asymptomatic colonization of the mammalian GI tract.</p>
<p>The fungal cell wall is organized into a complex network of polysaccharides that are organized in layers (Figure <xref ref-type="fig" rid="F1">1A</xref>), each eliciting distinct immune responses. The innermost cell wall layer, just above the plasma membrane, is composed of chitin. It is primarily synthesized by chitin synthase 3 (encoded by <italic>CHS3</italic>) and blocks pro-inflammatory cytokine production (Bulawa et al., <xref ref-type="bibr" rid="B7">1995</xref>; Mora-Montes et al., <xref ref-type="bibr" rid="B27">2011</xref>). The intermediate &#x003B2;-glucan layer is critically dependent on (1,3)-&#x003B2;-glucan synthase activity (whose essential catalytic subunit is encoded by <italic>GSC1</italic>) and triggers instead strong inflammatory responses (Mio et al., <xref ref-type="bibr" rid="B25">1997</xref>; Brown et al., <xref ref-type="bibr" rid="B6">2003</xref>; Gow et al., <xref ref-type="bibr" rid="B16">2007</xref>). This &#x003B2;-glucan layer is however normally masked by the less pro-inflammatory outermost mannan layer (critically dependent on <italic>PMR1</italic> for its synthesis), which includes O-linked mannans (dependent on <italic>MNT1</italic> and <italic>MNT2</italic>), N-linked mannans (dependent on <italic>OCH1</italic>) and phosphomannans (dependent on <italic>MNN4</italic>). This relatively ordered structure is however far from static, as the intermediate &#x003B2;-glucan layer can be exposed or change its conformation during infection and morphogenesis (Wheeler et al., <xref ref-type="bibr" rid="B44">2008</xref>; Lowman et al., <xref ref-type="bibr" rid="B22">2014</xref>). Moreover, the same cell wall layer can mediate different outcomes in different pathophysiological contexts. While Dectin-1-mediated recognition of &#x003B2;-glucan is for instance required for controlling systemic infections (Taylor et al., <xref ref-type="bibr" rid="B41">2007</xref>) and even triggers a protective &#x0201C;training&#x0201D; of innate immunity (Quintin et al., <xref ref-type="bibr" rid="B36">2012</xref>), it appears to be dispensable for controlling asymptomatic GI colonization (Vautier et al., <xref ref-type="bibr" rid="B42">2012</xref>). However, the latter findings were obtained by employing a wild-type <italic>C. albicans</italic> strain, which is known to mask its &#x003B2;-glucan layer relatively well, hence it is currently unknown whether variation in &#x003B2;-glucan exposure across <italic>Candida</italic> strains and species underlies their variable ability to colonize the mammalian GI tract.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p><bold>Euploidy and isogenicity of <italic>C. albicans</italic> cell wall mutants. (A)</bold> Schematic representation of the major cell wall components of <italic>C. albicans</italic>. The mannan (phosphomannan, N-linked mannans and O-linked mannans, in purple), &#x003B2;-glucan (in green) and chitin layers (in brown) are located externally to the plasma membrane (in gray). In this study, several genes involved in modifying and regulating each cell wall component were perturbed and investigated. They are listed in colors corresponding to each of the three layers. <bold>(B)</bold> The aforementioned cell wall mutants were subjected to deep sequencing and compared to the parental strain. The coverage plots, with a different color for each chromosome, illustrate lack of segmental or whole-chromosome aneuploidy (M, mitochondrial DNA). Apart from a few single-nucleotide substitutions, all sequenced mutants were perfectly isogenic to the wild-type <italic>C. albicans</italic> parental strain SC5314. <bold>(C)</bold> Cell wall mutants (blue) generated in the parental SC5314 background were analyzed for their cellular DNA content by flow cytometry and compared to that of the parental strain (red).</p></caption>
<graphic xlink:href="fcimb-06-00186-g0001.tif"/>
</fig>
<p>Here we employed a reverse genetic approach coupled with an extensive quantitative phenotypic characterization to systematically perturb the main polysaccharide layers of the <italic>C. albicans</italic> cell wall and assess their contribution in a mouse model of GI colonization. We also took advantage of the natural variation of cell wall architectures that exists within the <italic>Candida</italic> genus to validate our findings. Our data indicate that whereas most genetic perturbations in the <italic>C. albicans</italic> cell wall reduce GI fitness, several <italic>Candida</italic> species are actually fitter than <italic>C. albicans</italic> in this environment. Interestingly, the strength of signaling through the Dectin-1 receptor emerged as the strongest predictor of GI fitness across all analyzed strains and species, while no correlation was found with crude levels of any tested cell wall component. As predicted, <italic>Candida</italic> strains and species exhibiting the strongest signaling through the Dectin-1 receptor also exposed the highest amounts of &#x003B2;-glucan on their cell surface. Overall, these findings demonstrate a fundamental role of the <italic>Candida</italic> cell wall architecture in determining fungal colonization of the mammalian GI tract and open up new avenues for the prevention and control of opportunistic fungal infections.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>Fungal strains</title>
<p><italic>C. albicans</italic> strains and other <italic>Candida</italic> species used in this study are summarized in Supplementary Table <xref ref-type="supplementary-material" rid="SM1">1</xref>. Details about culture conditions and strain construction, including primers used in this study (Supplementary Table <xref ref-type="supplementary-material" rid="SM1">2</xref>), can be found in Supplemental Methods. The ploidy of all generated strains was determined via a previously described quantitative flow cytometric method (Pavelka et al., <xref ref-type="bibr" rid="B32">2010</xref>).</p>
</sec>
<sec>
<title>Whole-genome sequencing</title>
<p>Genomic DNA was extracted as described (Rancati et al., <xref ref-type="bibr" rid="B37">2008</xref>). Sequencing libraries were prepared using Illumina sample preparation kits and indexed paired-end (PE) sequences were obtained on an Illumina HiSeq platform. All sequencing data were deposited in NCBI SRA database under accession number <ext-link ext-link-type="NCBI:sra" xlink:href="SRP056269">SRP056269</ext-link>. Data pre-processing, mapping and variant calling was performed in CLC Genomics Workbench, essentially as described (Liu et al., <xref ref-type="bibr" rid="B21">2015</xref>). Higher level data integration and analysis was performed via customized R scripts. Detailed sequencing protocols and analysis parameters are provided in Supplemental Methods. A summary of the sequencing data and results is reported in Supplementary Tables <xref ref-type="supplementary-material" rid="SM1">3</xref>, <xref ref-type="supplementary-material" rid="SM1">4</xref>.</p>
</sec>
<sec>
<title>Cell wall composition analysis</title>
<p>Logarithmically-growing <italic>C. albicans</italic> was washed three times in 50 ml of 1 mM cold phenylmethanesulfonyl fluoride (PMSF). 3 volumes of glass beads were then added to one volume of pellet and vortexed for 10&#x02013;15 times at 1-min intervals to break the cells. The cell lysate was again washed three times with 50 ml cold PMSF, before addition of 3 volumes of 2% SDS to the pellet and incubation for 10 min at 100&#x000B0;C for two rounds. SDS was removed by washing the pellet in 1 mM PMSF and the pellet was dried overnight at 55&#x000B0;C before re-suspension in 1 mM PMSF to a solution of 0.01 g dry weight / ml and storage at &#x02212;20&#x000B0;C. Total chitin was extracted and measured as described (Kapteyn et al., <xref ref-type="bibr" rid="B19">1997</xref>). Total mannan were extracted from isolated cell walls by alkali treatment and further precipitated with Fehling&#x00027;s solution as a copper complex as described (Chaffin et al., <xref ref-type="bibr" rid="B8">1998</xref>). Total glucan was extracted as described (Dijkgraaf et al., <xref ref-type="bibr" rid="B12">1996</xref>) and the extracted glucan and mannan components were then measured by the Dubois method (Dubois et al., <xref ref-type="bibr" rid="B13">1956</xref>) using glucose as a standard.</p>
</sec>
<sec>
<title>Mouse experiments</title>
<p>Mouse experiments were conducted according to the rules and guidelines of the Agri-Food and Veterinary Authority (AVA) and the National Advisory Committee for Laboratory Animal Research (NACLAR), Singapore. The experiments were reviewed and approved by the Institutional Review Board of the Biological Resource Center, Singapore (IACUC protocol 140955). Six to ten weeks-old female C57BL/6 wild-type mice were used for all experiments. Systemic virulence was assessed after injection of 5 &#x000D7; 10<sup>5</sup> CFUs via the tail vein. GI competition experiments were performed essentially as described in Prieto et al. (<xref ref-type="bibr" rid="B34">2014</xref>). Briefly, equimolar mixtures of a test strain and a fluorescently tagged (dTomato-expressing) reference strain were intragastrically inoculated in antibiotic-treated mice (2 mg/ml streptomycin &#x0002B; 1500 U/ml penicillin G) and their relative frequency was monitored over time by plating stool homogenates on antibiotics-containing plates and counting fluorescent colonies under a fluorescence stereomicroscope. The relative fitness coefficient of the test strain was then obtained by linear regression according to the following formula:
<disp-formula id="E1"><label>(1)</label><mml:math id="M1"><mml:mrow><mml:mi>l</mml:mi><mml:mi>o</mml:mi><mml:msub><mml:mi>g</mml:mi><mml:mn>2</mml:mn></mml:msub><mml:mo stretchy='false'>[</mml:mo><mml:mi>R</mml:mi><mml:mo stretchy='false'>(</mml:mo><mml:mi>t</mml:mi><mml:mo stretchy='false'>)</mml:mo><mml:mo>/</mml:mo><mml:mi>R</mml:mi><mml:mo stretchy='false'>(</mml:mo><mml:msub><mml:mi>t</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mo stretchy='false'>)</mml:mo><mml:mo stretchy='false'>]</mml:mo><mml:mo>=</mml:mo><mml:mi>s</mml:mi><mml:msub><mml:mi>&#x003B3;</mml:mi><mml:mi>R</mml:mi></mml:msub><mml:mo stretchy='false'>(</mml:mo><mml:mi>t</mml:mi><mml:mo>&#x02212;</mml:mo><mml:msub><mml:mi>t</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mo stretchy='false'>)</mml:mo><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>
where <italic>R</italic>(<italic>i</italic>) represents the ratio between the test strain and the reference strain at time <italic>i</italic>; <italic>s</italic> is the selection coefficient; &#x003B3;<sub><italic>R</italic></sub> is the growth rate of the reference strain expressed as cell divisions per hour; <italic>t</italic> represents the time points in hours and <italic>t</italic><sub>0</sub> the initial time point. <italic>In vitro</italic> fitness competition assays were performed essentially in the same way, except that strain mixtures were serially passaged on a daily basis in YPD medium. More details are provided in the Supplemental Methods.</p>
</sec>
<sec>
<title><italic>Candida</italic>-macrophage co-cultures</title>
<p>J774.1 cells were plated at a density of 5 &#x000D7; 10<sup>5</sup> cells/well in 12-well plates for 24 h. <italic>C. albicans</italic> strains from overnight cultures were washed twice in PBS and co-cultured with the macrophages at various MOIs, ranging from 1:200 to 1:1600. Under these conditions, &#x0003E;99% of individual <italic>C. albicans</italic> cells were phagocytosed by the macrophages after 3 h (data not shown). Visible fungal colonies were counted after 24 h, and the percentage of phagosome-escaping cells was determined by linear regression as explained in the Supplemental Methods.</p>
</sec>
<sec>
<title>Quantitative resistance assays</title>
<p>Resistance to mCRAMP was determined on logarithmically growing cells re-suspended in sterile PBS and incubated at 37&#x000B0;C for 1&#x02013;2 h. Cell pellets were then re-suspended in a 2-fold serial dilution of mCRAMP 1&#x02013;39 (Synpeptide) and incubated at 37&#x000B0;C for 2 h, followed by a PBS wash, live/dead staining with 30 &#x003BC;M propidium iodide for 15 min and flow cytometric analysis. Half-maximal effective concentrations (EC<sub>50</sub>) were determined by non-linear regression in GraphPad Prism. The half-maximal inhibitory concentrations (IC<sub>50</sub>) of acetic and lactic acid on fungal growth were determined <italic>in vitro</italic> via turbidimetric assays as described previously (Cottier et al., <xref ref-type="bibr" rid="B10">2015a</xref>) with some minor modifications (refer to Supplemental Methods). Oxidative stress resistance was determined on PBS-washed overnight cultures incubated in PBS at 37&#x000B0;C for 2 h. Cells were then treated with a range of <italic>tert</italic>-Butyl hydroperoxide (<italic>t</italic>BOOH) concentrations, incubated at 37&#x000B0;C for 1 h and subjected to live/dead analysis as described above. The NO sensitivity assay was performed following previous protocol (Chiranand et al., <xref ref-type="bibr" rid="B9">2008</xref>) with some minor modifications (refer to Supplemental Methods).</p>
</sec>
<sec>
<title>High-throughput phenotypic profiling</title>
<p>Overnight cultures of freshly revitalized <italic>C. albicans</italic> strains and <italic>Candida</italic> spp. were normalized to a final OD<sub>600</sub> of 2 and washed once with PBS. A Freedom EVO 150 liquid-handling robot (Tecan) performed serial dilutions of the cultures and spotted 3 &#x003BC;l of each serial dilution onto YPD agar omnitrays representing one of a wide range of growth conditions listed in Supplementary Table <xref ref-type="supplementary-material" rid="SM1">5</xref>. Each condition was tested a minimum of three independent times and growth data was acquired by a desktop scanner and analyzed using a custom R script for automated spot detection and intensity measurements followed by non-linear curve fitting across the range of serial dilutions and determination of relative growth scores as explained in Supplemental Methods.</p>
</sec>
<sec>
<title>Quantification of &#x003B2;-1, 3-glucan exposure</title>
<p>Logarithmically-growing <italic>Candida</italic> cells were stained with anti-&#x003B2;-1,3-glucan monoclonal antibody (mouse IgG; Biosupplies) followed by anti-mouse IgG Alexa Fluor 488 (Molecular Probes) staining, as described previously (Wartenberg et al., <xref ref-type="bibr" rid="B43">2014</xref>) with some modifications (refer to Supplemental Methods). The level of &#x003B2;-1,3-glucan exposure on the cell surface was then quantified on a MACSquant VYB flow cytometer (Miltenyi).</p>
</sec>
<sec>
<title>Quantification of PRR signaling strength</title>
<p><italic>Dectin-1, Dectin-2, TLR2</italic>, and <italic>TLR4</italic> signaling measurements were performed using a NF-kB reporter cell line (HEK-Blue&#x02122; hDectin-1b, HEK-Blue&#x02122; mDectin-2 Cells, HEK-Blue&#x02122; mTLR2 cells, HEK-Blue&#x02122; mTLR4 cells Invivogen) and its parental cell line (HEK-Blue&#x02122;-null1-v or HEK-Blue&#x02122; null2 cells) as the negative control. Briefly, 1 &#x000D7; 10<sup>5</sup> cells/well were stimulated with 1 &#x000D7; 10<sup>6</sup> formaldehyde-fixed <italic>Candida</italic> cells/well and incubated in 96-well flat bottom plates for 6-20 h. Finally, NF-kB activity was quantified with the QUANTI-Blue (Invivogen) reagent accordingly to the manufacturer&#x00027;s instructions.</p>
</sec>
<sec>
<title>Statistical analysis</title>
<p>All data were analyzed using Excel (Microsoft) and Prism (Graphpad) software. Data is reported as mean &#x000B1; SD. To compare wild-type <italic>C. albicans</italic>, isogenic <italic>C. albicans</italic> cell wall mutants and <italic>Candida</italic> spp. strains fitter than or as fit as wild-type <italic>C. albicans</italic> and isogenic <italic>C. albicans</italic> cell wall mutants and <italic>Candida</italic> spp. strains less fit than wild-type <italic>C. albicans</italic>, non-parametric Mann-Whitney test was used. For all other comparisons, statistical significance was calculated using two-tailed unpaired <italic>t</italic>-tests with Welch&#x00027;s correction. In all analyses, <italic>p</italic> &#x02264; 0.05 were regarded as statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>A collection of isogenic <italic>C. albicans</italic> cell wall mutants</title>
<p>To assess the contribution of each cell wall component to GI tract fitness, we first generated an isogenic set of <italic>C. albicans</italic> mutants in the prototroph and otherwise wild-type reference strain SC5314, each deleted in one or more genes illustrated in Figure <xref ref-type="fig" rid="F1">1A</xref>. In particular, we generated homozygous mutants in <italic>CHS3, PMR1, MNT1, OCH1</italic>, and <italic>MNN4</italic> using the SAT-Flipper technique, which allows inducible removal of the deletion cassette, leaving no ectopic selection marker in the genome (Sasse and Morschhauser, <xref ref-type="bibr" rid="B38">2012</xref>). Since <italic>GSC1</italic> is an essential gene, we successfully generated the corresponding heterozygous but not the homozygous mutant; on the other hand, because <italic>MNT1</italic> was shown to be partially redundant with <italic>MNT2</italic> (Munro et al., <xref ref-type="bibr" rid="B28">2005</xref>), we also generated a double homozygous strain carrying both gene deletions in homozygosity. Using quantitative staining of cellular DNA content followed by flow cytometry, we confirmed all strains in the collection to be diploid (Figure <xref ref-type="fig" rid="F1">1B</xref>). Whole-genome sequencing further indicated absence of either whole-chromosome or segmental aneuploidy and presence of only a few point mutations, most of which were heterozygous and either non-coding or synonymous (Figure <xref ref-type="fig" rid="F1">1C</xref>, Supplementary Table <xref ref-type="supplementary-material" rid="SM1">4</xref>). The <italic>mnt1</italic>/<italic>mnt1</italic>;<italic>mnt2</italic>/<italic>mnt2</italic> strain was the only strain containing a non-synonymous mutation in homozygosity and was therefore reconstructed. The reconstructed <italic>mnt1</italic>/<italic>mnt1</italic>;<italic>mnt2</italic>/<italic>mnt2</italic> strain was then re-sequenced and found not to carry this or other homozygous non-synonymous mutation (Supplementary Table <xref ref-type="supplementary-material" rid="SM1">4</xref>). Experiments critical for this study have been repeated in parallel using both <italic>mnt1</italic>/<italic>mnt1</italic>;<italic>mnt2</italic>/<italic>mnt2</italic> strains and found not to lead to significantly different outcomes (Supplementary Figure <xref ref-type="supplementary-material" rid="SM1">1</xref>). This collection of <italic>C. albicans</italic> cell wall mutants therefore represents a carefully constructed isogenic set of strains that is well suited for quantitative phenotypic analyses without potential confounders due to undocumented genetic or karyotypic differences. Moreover, since these strains were generated without using any auxotrophic marker, they are expected to show no intrinsic deficiency in their ability to grow in nutrient-limited environments, e.g., during colonization or infection of certain host tissues, and should therefore represent an invaluable resource to study the role of the <italic>C. albicans</italic> cell wall during interaction with the host.</p>
</sec>
<sec>
<title>GI tract fitness of <italic>C. albicans</italic> cell wall mutants</title>
<p>We next adopted a previously proposed <italic>in vivo</italic> competition assay aimed at comparing the ability of different <italic>C. albicans</italic> strains to colonize the mouse GI tract (Prieto et al., <xref ref-type="bibr" rid="B34">2014</xref>) and extended it into a quantitative <italic>in vivo</italic> competitive fitness assay. Briefly, the original method entailed orally gavaging antibiotic-treated mice with equimolar mixtures of a test strain and a fluorescently tagged reference strain, followed by counting fluorescent and non-fluorescent colonies in plated serial dilutions of stool samples collected at specific time points from the double-colonized mice. As expected, competition of wild-type SC5314 cells against the fluorescently tagged version of the SC5314 strain led to no significant change in the relative proportion of fluorescent colonies in the mouse stool over time, indicating that presence of the fluorescence cassette was associated with no or minimal fitness cost in the mouse GI tract (Figure <xref ref-type="fig" rid="F2">2A</xref>). In contrast, our collection of isogenic cell wall mutants displayed a variety of behaviors in this assay, ranging from undetectable to significant decrease in relative frequency depending on the genotype (Figures <xref ref-type="fig" rid="F2">2B&#x02013;E</xref>). In particular, while the <italic>gsc1</italic>/<italic>GSC1</italic> and the <italic>mnn4</italic>/<italic>mnn4</italic> mutants were essentially undistinguishable from the wild-type strain, the <italic>mnt1</italic>/<italic>mnt1</italic> strain showed a consistent and progressive drop in relative frequency during the competition assay, reaching &#x0007E;20% after &#x0007E;60 h. The <italic>mnt1</italic>/<italic>mnt1</italic>; <italic>mnt2</italic>/<italic>mnt2</italic> mutant, however, was completely outcompeted by the fluorescent strain in &#x0003C;40 h, suggesting that <italic>MNT1</italic> and <italic>MNT2</italic> are not completely redundant with each other for GI tract fitness. Moreover, while <italic>chs3</italic>/<italic>chs3</italic> and <italic>pmr1</italic>/<italic>pmr1</italic> mutants were outcompeted by the reference strain in a similar amount of time as the <italic>mnt1</italic>/<italic>mnt1</italic>;<italic>mnt2</italic>/<italic>mnt2</italic> strain, the <italic>och1</italic>/<italic>och1</italic> strain was outcompeted in &#x0007E;10 h.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p><bold>Murine GI tract fitness of isogenic <italic>C. albicans</italic> cell wall mutants. (A&#x02013;E)</bold> Relative frequency of wild-type <italic>C. albicans</italic> (<bold>A</bold>, black line) and the isogenic cell wall mutants <italic>gsc1/GSC1</italic> (<bold>B</bold>, black lines), <italic>mnn4/mnn4</italic> (<bold>C</bold>, black dotted lines), <italic>chs3/chs3</italic>, (<bold>C</bold>, black solid lines), <italic>mnt1/mnt1; MNT2/MNT2</italic> (<bold>D</bold>, black dotted lines), <italic>mnt1/mnt1; mnt2/mnt2</italic> (<bold>D</bold>, black solid lines), <italic>pmr1/pmr1</italic> (<bold>E</bold>, black dotted lines) and <italic>och1/och1</italic> (<bold>E</bold>, black solid lines) in comparison to SC5314-dTomato (<bold>A&#x02013;E</bold>, red lines) during an <italic>in vivo</italic> competition assay in the mouse GI tract. All experiments were initiated at a nominal ratio of 1:1 between competing strains, except for <italic>och1/och1</italic> where the <italic>och1/och1</italic>:SC5314-dTomato ratio was 7:3. Each pair of lines represents an independent biological assay with a singly-housed mouse, with &#x02265;4 mice per strain and &#x02265;200 CFUs counted per time point. <bold>(F)</bold> Murine GI tract fitness of wild-type <italic>C. albicans</italic> (black) and the isogenic cell wall mutants are summarized and represented as average and standard deviation of fitted selection coefficients (see Supplemental Methods). Wild-type and mutant strains are ranked in decreasing order of murine GI tract fitness and classified into two groups: fitter than or as fit as wild-type (blue); less fit than wild-type (orange). <bold>(G&#x02013;I)</bold> Cell wall polysaccharide composition of each wild-type and mutant strain in terms of total chitin <bold>(G)</bold>, total &#x003B2;-glucan <bold>(H)</bold> and total mannan <bold>(I)</bold>. Each bar graph represents the average of 3 independent biological assays. Strains are ranked and classified as in <bold>(F)</bold>. Asterisks shown represent significant two-tailed <italic>p</italic>-values obtained from unpaired Welch&#x00027;s <italic>t</italic>-tests between wild-type and mutant strain (<sup>&#x0002A;</sup> &#x0003C; 0.05; <sup>&#x0002A;&#x0002A;</sup> &#x0003C; 0.01; <sup>&#x0002A;&#x0002A;&#x0002A;</sup> &#x0003C; 0.001; <sup>&#x0002A;&#x0002A;&#x0002A;&#x0002A;</sup> &#x0003C; 0.0001).</p></caption>
<graphic xlink:href="fcimb-06-00186-g0002.tif"/>
</fig>
<p>We then developed a regression method that allows us to rigorously quantitate the relative competitive fitness of each test strain using a time series of relative frequencies of fluorescent colonies as an input (see Supplemental Methods for details). By this analysis, the <italic>gsc1</italic>/<italic>GSC1</italic> and <italic>mnn4</italic>/<italic>mnn4</italic> strains were at least as fit as wild-type <italic>C. albicans</italic>, while all other cell wall mutants in this study displayed a wide range of fitness disadvantages (Figure <xref ref-type="fig" rid="F2">2F</xref>). In an attempt to correlate GI tract fitness with cell wall composition, we then quantified the total amounts of chitin, &#x003B2;-glucans and mannans in all strains but no significant association was found. In particular, among the strains with significantly reduced GI tract fitness, <italic>mnt</italic>/<italic>mnt1;MNT2/MNT2</italic> and <italic>mnt1</italic>/<italic>mnt1</italic>;<italic>mnt2</italic>/<italic>mnt2</italic> showed no significant alterations in crude cell wall composition; on the other hand, <italic>chs3</italic>/<italic>chs3</italic> had significantly reduced chitin and &#x003B2;-glucan and significantly increased mannan levels and <italic>och1</italic>/<italic>och1</italic> had significantly increased chitin and significantly decreased mannan levels. Overall, while genetic alterations in cell wall biosynthetic pathways clearly affect the ability of <italic>C. albicans</italic> to colonize the mouse GI tract, differential fitness in this environment cannot be attributed to relative compositional differences in the three main polysaccharide layers.</p>
</sec>
<sec>
<title>GI tract fitness of <italic>Candida</italic> species</title>
<p>In order to extend the generality of our findings beyond <italic>C. albicans</italic>, we then repeated the <italic>in vivo</italic> competition assays in distantly related <italic>Candida</italic> species (Figures <xref ref-type="fig" rid="F3">3A&#x02013;E</xref>). Interestingly, while <italic>C. krusei</italic> and <italic>C. parapsilosis</italic> were significantly less fit, <italic>C. glabrata, C. tropicalis</italic>, and <italic>C. dubliniensis</italic> were significantly fitter than <italic>C. albicans</italic> in the mouse GI tract (Figure <xref ref-type="fig" rid="F3">3F</xref>). In accordance with the cell wall mutants&#x00027; data, compositional analysis of the major cell wall polysaccharides did not yield any significant association with GI tract fitness. In particular, whereas both <italic>C. glabrata</italic> and <italic>C. dubliniensis</italic> were significantly fitter than <italic>C. albicans</italic> in the mouse GI environment, the former had significantly reduced and the latter significantly increased chitin levels in comparison to <italic>C. albicans</italic>. Moreover, whereas both <italic>C. tropicalis</italic> and <italic>C. krusei</italic> showed significantly decreased &#x003B2;-glucan levels, the former was significantly fitter and the latter significantly less fit then <italic>C. albicans</italic>. Hence, despite the existence of a large variation in both GI tract fitness and cell wall composition within the <italic>Candida</italic> genus, these two traits appear to be largely independent from each other.</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p><bold>Murine GI tract fitness of <italic>Candida</italic> spp. strains</bold>. Relative frequency of wild-type <italic>C. glabrata</italic> (<bold>A</bold>, black), <italic>C. tropicalis</italic> (<bold>B</bold>, black), <italic>C. dubliniensis</italic> (<bold>C</bold>, black), <italic>C. krusei</italic>, (<bold>D</bold>, black), and <italic>C. parapsilosis</italic> (<bold>E</bold>, black) in comparison to SC5314-dTomato (<bold>A&#x02013;E</bold>, red) during a competition assay in the mouse GI tract, represented as in Figures <xref ref-type="fig" rid="F2">2A&#x02013;E</xref>. Each pair of lines represents an independent biological assay with a singly-housed mouse, with &#x02265;4 mice per strain and &#x02265;200 CFUs counted per time point. <bold>(F)</bold> Murine GI tract fitness of <italic>C. albicans</italic> (black) and <italic>Candida</italic> spp. (blue and orange shaded bars) represented as in Figure <xref ref-type="fig" rid="F2">2F</xref>. <bold>(G&#x02013;I)</bold> Cell wall polysaccharide composition of each <italic>Candida</italic> species represented as in Figures <xref ref-type="fig" rid="F2">2G&#x02013;I</xref>. Asterisks shown represent significant two-tailed <italic>p</italic>-values obtained from unpaired Welch&#x00027;s <italic>t</italic>-tests between wild-type and mutant strain (<sup>&#x0002A;</sup> &#x0003C; 0.05; <sup>&#x0002A;&#x0002A;</sup> &#x0003C; 0.01; <sup>&#x0002A;&#x0002A;&#x0002A;</sup> &#x0003C; 0.001; <sup>&#x0002A;&#x0002A;&#x0002A;&#x0002A;</sup> &#x0003C; 0.0001).</p></caption>
<graphic xlink:href="fcimb-06-00186-g0003.tif"/>
</fig>
</sec>
<sec>
<title>Quantitative phenotypic profiling reveals no associations with GI tract fitness</title>
<p>We next sought to identify factors underlying the variation in mouse GI tract fitness across all our <italic>C. albicans</italic> cell wall mutants and the other <italic>Candida</italic> species, employing a systematic profiling of a large number of quantitative phenotypic parameters (Supplementary Figure <xref ref-type="supplementary-material" rid="SM1">2</xref>). Consistent with above findings, no significant association was found between competitive fitness in the mouse GI tract (Supplementary Figure <xref ref-type="supplementary-material" rid="SM1">3A</xref>) and total chitin, mannan, &#x003B2;-glucan, &#x003B2;-1,6-glucan or &#x003B2;-1,3-glucan levels (Supplementary Figures <xref ref-type="supplementary-material" rid="SM1">3B</xref>&#x02013;<xref ref-type="supplementary-material" rid="SM1">F</xref>). Moreover, no association was seen between <italic>in vivo</italic> and <italic>in vitro</italic> fitness (Figure <xref ref-type="fig" rid="F4">4A</xref>), or between <italic>in vivo</italic> fitness and ability to grow under a variety of physiological or stressful environmental conditions (Supplementary Figures <xref ref-type="supplementary-material" rid="SM1">3G</xref>&#x02013;<xref ref-type="supplementary-material" rid="SM1">R</xref>), ruling out simple explanations based on overall fitness effects in some of the tested strains. Secretion of the mouse cathelicidin-related antimicrobial peptide (mCRAMP) in the GI lumen was recently shown to play an important role in controlling <italic>C. albicans</italic> colonization in the mouse GI tract (Fan et al., <xref ref-type="bibr" rid="B14">2015</xref>); however no significant correlation between mouse GI tract fitness and mCRAMP resistance was observed (Figure <xref ref-type="fig" rid="F4">4B</xref>). Microbiota-derived weak organic acids, such as acetic and lactic acid, were shown to be fungistatic and proposed to contribute to colonization resistance against <italic>C. albicans</italic> in the mouse GI tract (Cottier et al., <xref ref-type="bibr" rid="B11">2015b</xref>), however <italic>Candida</italic> strains and species displaying the highest competitive fitness in the mouse GI tract did not show a significant increase in acetic acid or lactic acid resistance (Figures <xref ref-type="fig" rid="F4">4C,D</xref>). An important feature of gut commensal microbes is their ability to survive in the presence of bile (Strati et al., <xref ref-type="bibr" rid="B40">2016</xref>), but GI fitness was uncorrelated to resistance to ox bile or bile salts (Figures <xref ref-type="fig" rid="F4">4E,F</xref>). A trade-off between gut commensalism and systemic virulence was recently proposed (Pande et al., <xref ref-type="bibr" rid="B31">2013</xref>), but no association was found between GI tract fitness and ability to kill mice during systemic infections, as all tested cell wall mutants and <italic>Candida</italic> species were significantly less virulent that wild-type <italic>C. albicans</italic> (Figure <xref ref-type="fig" rid="F4">4G</xref>). Moreover, with the only exception of the <italic>och1</italic> mutant, the reduced systemic virulence exhibited by the <italic>C. albicans</italic> cell wall mutants did not associate with the ability to survive in phagosome-like conditions (low pH, high ROS, high NO) (Figures <xref ref-type="fig" rid="F4">4H&#x02013;J</xref>). Indeed, none of the cell wall mutants displayed obvious hyphal morphogenesis defects (Supplementary Figure <xref ref-type="supplementary-material" rid="SM1">4</xref>) and their ability to escape from macrophages after phagocytosis associated neither with systemic virulence nor with GI tract fitness (Figure <xref ref-type="fig" rid="F4">4K</xref>).</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p><bold>Factors not associated with murine GI tract fitness. (A)</bold> Wild-type <italic>C. albicans</italic> (black) and the isogenic cell wall mutants (blue and orange) were assessed for their <italic>in vitro</italic> fitness in YPD. <bold>(B&#x02013;K)</bold> Using various experimental procedures, all wild-type <italic>C. albicans</italic> (black bars), isogenic <italic>C. albicans</italic> cell wall mutants (blue and orange solid bars) and <italic>Candida spp</italic>. strains (blue and orange shaded bars) were assessed for their resistance to acute exposure to <bold>(B)</bold> mCRAMP, <bold>(C)</bold> acetic acid, <bold>(D)</bold> lactic acid, <bold>(E)</bold> Ox-bile, and <bold>(F)</bold> bile-salt and for their <bold>(G)</bold> systemic virulence in wild-type C57BL/6 mice, <bold>(H)</bold> relative growth at pH 2, <bold>(I)</bold> resistance to ROS, <bold>(J)</bold> resistance to NO and <bold>(K)</bold> their survivability (colony-forming ability) after 24 h co-culture with the J774A.1 murine macrophage cell line. Strains are ranked in decreasing order of murine GI tract fitness as in Supplementary Figure <xref ref-type="supplementary-material" rid="SM1">2A</xref>, and classified into two groups: fitter than or as fit as wild-type <italic>C. albicans</italic> (solid or shaded blue); less fit than wild-type <italic>C. albicans</italic> (solid or shaded orange). The <italic>p</italic>-value on top of each panel was obtained from a Mann-Whitney test between the two indicated groups. Asterisks represent significant two-tailed <italic>p</italic>-values from unpaired Welch&#x00027;s <italic>t</italic>-tests in comparison to wild-type <italic>C. albicans</italic> (<sup>&#x0002A;</sup> &#x0003C; 0.05; <sup>&#x0002A;&#x0002A;</sup> &#x0003C; 0.01; <sup>&#x0002A;&#x0002A;&#x0002A;</sup> &#x0003C; 0.001; <sup>&#x0002A;&#x0002A;&#x0002A;&#x0002A;</sup> &#x0003C; 0.0001). Each measurement was obtained from &#x02265;3 independent biological experiments.</p></caption>
<graphic xlink:href="fcimb-06-00186-g0004.tif"/>
</fig>
</sec>
<sec>
<title>Role of &#x003B2;-glucan/dectin-1 signaling axis in determining fungal GI colonization</title>
<p>Because GI tract fitness was not associated with any plausible microbe-intrinsic factor or phenotype that we tested so far, we reasoned that the ability of fungal cells to colonize the gut environment might be better explained by factors related to host-microbe interactions. We therefore screened our library of <italic>C. albicans</italic> cell wall mutants and <italic>Candida</italic> species for their ability to trigger signal transduction events downstream of some of the main PRRs known to be important for fungal cell recognition. To this end, we employed commercially available human cell lines expressing individual PRRs and an inducible NF-&#x003BA;B reporter. While TLR4 signaling was essentially undetectable in response to any tested strain (data not shown), large variation in the ability to trigger TLR2- and Dectin-2-mediated signaling was observed between the <italic>Candida</italic> strains and species; this however did not associate with differences in GI tract fitness (Figures <xref ref-type="fig" rid="F5">5A,B</xref>). Interestingly, <italic>Candida</italic> strains and species displayed a wide range of abilities to signal through the Dectin-1 receptor, and this was significantly associated with their competitive fitness in the mouse GI tract (Figure <xref ref-type="fig" rid="F5">5C</xref>). This prompted us to reevaluate our initial observation about the lack of association between GI fitness and cell wall composition, and to investigate a potential contribution not of the total amount but of the level of exposure of &#x003B2;-glucan (the primary PAMP for Dectin-1) on the surface of the fungal cells. Consistent with predictions, &#x003B2;-glucan surface exposure was significantly associated with mouse GI tract fitness across the entire range of <italic>C. albicans</italic> cell wall mutants and <italic>Candida</italic> species (Figure <xref ref-type="fig" rid="F5">5D</xref>). Overall these data indicate that the fungal cell wall may play an important role in the colonization of the mammalian GI tract, and that the level of &#x003B2;-glucan exposure on the cell surface correlates with a loss in competitive fitness of fungi in this host environment.</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p><bold>Role of &#x003B2;-glucan/Dectin-1 signaling axis in determining murine GI tract fitness. (A&#x02013;D)</bold> Wild-type <italic>C. albicans</italic> (black), isogenic <italic>C. albicans</italic> cell wall mutants (blue and orange solid bars) and <italic>Candida</italic> spp. strains (blue and orange shaded bars) were assessed for their ability to activate TLR-2 receptor signaling in <bold>(A)</bold> HEK-Blue mTLR-2 cells, Dectin-2 receptor signaling in <bold>(B)</bold> HEK-Blue mDectin-2 cells, Dectin-1 receptor signaling in <bold>(C)</bold> HEK-Blue hDectin-1b cells and &#x003B2;-glucan exposure on their cell walls using an anti-&#x003B2;-glucan monoclonal antibody <bold>(D)</bold>. Wild-type and mutant strains are ranked in decreasing order of murine GI tract fitness and classified into two groups: fitter than or as fit as wild-type <italic>C. albicans</italic> (solid or shaded blue); less fit than wild-type <italic>C. albicans</italic> (solid or shaded orange). The <italic>p</italic>-value on top of each panel was obtained from a Mann-Whitney test between the two indicated groups. Asterisks represent significant two-tailed <italic>p</italic>-values from unpaired Welch&#x00027;s <italic>t</italic>-tests in comparison to wild-type <italic>C. albicans</italic> (<sup>&#x0002A;</sup> &#x0003C; 0.05; <sup>&#x0002A;&#x0002A;</sup> &#x0003C; 0.01; <sup>&#x0002A;&#x0002A;&#x0002A;</sup> &#x0003C; 0.001; <sup>&#x0002A;&#x0002A;&#x0002A;&#x0002A;</sup> &#x0003C; 0.0001). Each measurement was obtained from &#x02265;3 independent biological experiments.</p></caption>
<graphic xlink:href="fcimb-06-00186-g0005.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>This study describes the generation of a carefully controlled set of isogenic cell wall mutants in <italic>C. albicans</italic> and provides a proof of concept of its usefulness in deciphering the role of the cell wall during <italic>in vivo</italic> host-microbe interactions. It also describes a number of optimized assays for precise quantitation of phenotypic parameters ranging from <italic>in vitro</italic> to <italic>in vivo</italic> fitness, which are expected to have broad applicability. In particular, we here show that by applying an unbiased, systematic, quantitative phenotypic characterization of a well-controlled set of <italic>Candida</italic> mutants and species, one can confidently rule in or rule out a number of hypotheses related to fungal colonization of the mammalian GI tract.</p>
<p>Most of the herein described mutants are disrupted in genes that had been knocked out from the <italic>C. albicans</italic> genome by other groups in the past. However, different genetic backgrounds have been used by different groups, some of which carrying auxotrophies or other mutations that might impact <italic>in vivo</italic> fitness (Bulawa et al., <xref ref-type="bibr" rid="B7">1995</xref>; Hobson et al., <xref ref-type="bibr" rid="B17">2004</xref>; Bates et al., <xref ref-type="bibr" rid="B3">2005</xref>, <xref ref-type="bibr" rid="B2">2006</xref>; Munro et al., <xref ref-type="bibr" rid="B28">2005</xref>; Ben-Ami et al., <xref ref-type="bibr" rid="B4">2011</xref>). Moreover, some of the laboratory strains previously used to disrupt some of these genes were later shown to carry large-scale chromosomal aberrations such as whole-chromosome aneuploidy and long-range loss-of-heterozygosity (Abbey et al., <xref ref-type="bibr" rid="B1">2011</xref>). Such genomic alterations are likely to affect fungal fitness under a variety of conditions, and especially the highly stressful environment of the host (Pavelka et al., <xref ref-type="bibr" rid="B32">2010</xref>; Selmecki et al., <xref ref-type="bibr" rid="B39">2010</xref>). Moreover, following excision of the deletion cassette, no genetic marker was retained in the genome of our final mutants and their isogenicities were further verified by deep whole-genome sequencing. Finally, a long list of carefully quantified phenotypic information, including both <italic>in vitro</italic> and <italic>in vivo</italic> phenotypes, was systematically collected from the entire strain collection. For all these reasons, we believe that the herein described set of carefully constructed and deeply characterized <italic>C. albicans</italic> cell wall mutants will represent an important resource for the <italic>Candida</italic> research community at large, and in particular for investigations into the role of the fungal cell wall during host-microbe interactions.</p>
<p>The role of the fungal cell wall in host-microbe interactions has been extensively studied by several groups. <italic>C. albicans</italic> cell wall mutants have been employed to decipher the relative contribution of various cell wall components on immune responses and infection outcomes in both <italic>in vitro</italic> co-culture and systemic infection models. These studies have revealed the complexity and dynamics of the fungal cell wall and have shed light on how the host integrates information from multiple PAMPs through multiple PRRs to produce either protective or pathogenic immune responses. However, in spite of the mammalian GI tract being the main niche colonized by <italic>Candida</italic> species, little or nothing is known about the role played by the <italic>Candida</italic> cell wall during asymptomatic colonization of this niche. The most important finding in the present study is that the <italic>Candida</italic> cell wall indeed appears to play a role in determining the competitive fitness of these fungal species in the mouse GI tract.</p>
<p>However, GI tract fitness of the tested strains associated neither with the total amounts of individual cell wall components nor with <italic>in vitro</italic> fitness in a large number of tested environments. Two important lessons can be learned from these observations. First, predicting GI fitness from <italic>in vitro</italic> fitness in single environments is probably not possible because the GI tract is a very complex environment, which is very difficult to mimic <italic>in vitro</italic>. In fact, the GI tract is characterized by extremes of pH, gradients of nutrients and presence of a range of antimicrobial compounds like immunoglobulin A, bile salts and AMPs. The ability to survive and grow in face of any one of these individual challenges does not predict resistance to other stresses and hence does not predict overall fitness in the GI tract. The ideal colonizer most probably acts like a generalist that achieves suboptimal fitness across a wide range of individual environments rather than specializing in thriving in presence of any one given stress condition. Second, knowing the amount of chitin, mannans and glucans in the cell wall says little about how fit a <italic>Candida</italic> cell would be in the GI tract. The architecture of the cell wall, i.e., the spatial organization of various cell wall components relative to each other and to the cell surface, is far more important in determining how the host will recognize, interact with and respond to the microbe. In particular, it appears that the most critical determinant of GI tract fitness is the level of exposure of &#x003B2;-glucan on the cell surface, which associates with the strength of signaling through the Dectin-1 receptor on host cells. The dynamic nature of &#x003B2;-glucan masking and exposure was previously appreciated and shown to be linked to morphogenesis and to play an important role during systemic infection (Wheeler et al., <xref ref-type="bibr" rid="B44">2008</xref>; Marakalala et al., <xref ref-type="bibr" rid="B24">2013</xref>). Because of the profound negative impact of &#x003B2;-glucan exposure on the ability of <italic>Candida</italic> cells to colonize their main natural niche, i.e., the mammalian GI tract, we expect this phenomenon to be tightly regulated and this trait to be under strong evolutionary pressure.</p>
</sec>
<sec id="s5">
<title>Author contributions</title>
<p>NP conceived, designed and supervised the study; XS, GL, AT, and GT performed microbiological, immunological, and mouse experiments; JL, KS, and FZ performed whole-genome sequencing experiments; MY, WL, MP and NP analyzed sequencing data; XS, GL, AT and NP performed statistical analyses.</p>
</sec>
<sec id="s6">
<title>Funding</title>
<p>This work was supported by an A<sup>&#x0002A;</sup>STAR Investigatorship award (JCO/1437a00117), an NMRC Bedside-and-Bench grant (NMRC/BnB/0001b/2012) and by core funding from the Singapore Immunology Network to NP.</p>
<sec>
<title>Conflict of interest statement</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>
</body>
<back>
<ack><p>Authors would like to thank Robert Wheeler for the pENO1-dTom-NAT<sup>R</sup> plasmid, Alvin Tan for assistance in setting up the <italic>in vivo</italic> competition assay and Giulia Rancati for useful scientific discussions. Sequencing was performed by the GIS Genome Technology and Biology Group, Singapore.</p>
</ack>
<sec sec-type="supplementary-material" id="s7">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="http://journal.frontiersin.org/article/10.3389/fcimb.2016.00186/full#supplementary-material">http://journal.frontiersin.org/article/10.3389/fcimb.2016.00186/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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