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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.2023.1207083</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Significant variation of filamentation phenotypes in clinical <italic>Candida albicans</italic> strains</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Brandquist</surname>
<given-names>Nichole D.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2302905"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lampman</surname>
<given-names>Cierra</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2312688"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Smith</surname>
<given-names>Elias J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2360563"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Basilio</surname>
<given-names>Lizeth</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2352852"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Almansob</surname>
<given-names>Akram</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Iwen</surname>
<given-names>Peter C.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Blankenship</surname>
<given-names>Jill R.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/577161"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Biology, University of Nebraska at Omaha</institution>, <addr-line>Omaha, NE</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Nebraska Public Health Laboratory, University of Nebraska Medical Center</institution>, <addr-line>Omaha, NE</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: David Kadosh, The University of Texas Health Science Center at San Antonio, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Matt Anderson, University of Wisconsin-Madison, United States; Shangrong Fan, Peking University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jill R. Blankenship, <email xlink:href="mailto:jrblankenship@unomaha.edu">jrblankenship@unomaha.edu</email>
</p>
</fn>
<fn fn-type="present-address" id="fn003">
<p>&#x2020;Present address: Nichole D. Brandquist, Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE, United States</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>10</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>13</volume>
<elocation-id>1207083</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>10</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Brandquist, Lampman, Smith, Basilio, Almansob, Iwen and Blankenship</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Brandquist, Lampman, Smith, Basilio, Almansob, Iwen and Blankenship</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>
<sec>
<title>Introduction</title>
<p>
<italic>Candida albicans</italic> is an opportunistic human pathogen that typically resides as part of the microbiome in the gastrointestinal and genitourinary tracts of a large portion of the human population. This fungus lacks a true sexual cycle and evolves in a largely clonal pattern. The ability to cause disease is consistent across the species as strains causing systemic infections appear across the known <italic>C. albicans</italic> intra-species clades.</p>
</sec>
<sec>
<title>Methods</title>
<p>In this work, strains collected from patients with systemic <italic>C. albicans</italic> infections isolated at the Nebraska Medicine clinical laboratory were typed by MLST analysis. Since the ability to form filaments has been linked to pathogenesis in <italic>C. albicans</italic>, these clinical strains, as well as a previously genotyped set of clinical strains, were tested for their ability to filament across a variety of inducing conditions.</p>
</sec>
<sec>
<title>Results</title>
<p>Genotyping of the clinical strains demonstrated that the strains isolated at one of the major medical centers in our region were as diverse as strains collected across the United States. We demonstrated that clinical strains exhibit a variety of filamentation patterns across differing inducing conditions. The only consistent pattern observed in the entire set of clinical strains tested was an almost universal inability to filament in standard solid inducing conditions used throughout the <italic>C. albicans</italic> field. A different solid filamentation assay that produces more robust filamentation profiles from clinical strains is proposed in this study, although not all strains expected to filament <italic>in vivo</italic> were filamentous in this assay.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Our data supports growing evidence that broad phenotypic diversity exists between the <italic>C. albicans</italic> type strain and clinical strains, suggesting that the type strain poorly represents filamentation patterns observed in most clinical isolates. These data further highlight the need to use diverse clinical strains in pathogenesis assays.</p>
</sec>
</abstract>
<kwd-group>
<kwd>
<italic>Candida albicans</italic>
</kwd>
<kwd>filamentation</kwd>
<kwd>hyphal morphogenesis</kwd>
<kwd>clinical strains</kwd>
<kwd>phylogeny</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="37"/>
<page-count count="10"/>
<word-count count="5425"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Fungal Pathogenesis</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>
<italic>Candida albicans</italic> is a human pathogenic fungus that is also a common commensal yeast in the human gastrointestinal flora and genitourinary mucosa. Infections can range from superficial to systemic. It is hypothesized that homeostasis between the fungus and the human host is disrupted under conditions where the immune system is compromised, and that this disruption allows <italic>C. albicans</italic> to invade the mucosal barrier, leading to candidiasis and candidemia. <italic>Candida</italic> infections are the fourth-leading cause of nosocomial infections, with <italic>C. albicans</italic> infections responsible for more than half of those infections. Mortality associated with invasive candidiasis is approximately 40% despite aggressive antifungal intervention (<xref ref-type="bibr" rid="B26">Pfaller and Diekema, 2007</xref>).</p>
<p>There are roughly 18 distinct genetic clades in <italic>C. albicans.</italic> Systemic infections are generally linked to 5 major clades (1, 2, 3, 4, and 11). With a lack of a full sexual cycle, intermixing between clades is rare (<xref ref-type="bibr" rid="B32">Soll and Pujol, 2003</xref>; <xref ref-type="bibr" rid="B17">Lott et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B3">Bougnoux et&#xa0;al., 2008</xref>). As a result of their independent evolution, the strains in each clade have distinct genetic backgrounds, and these differences have consequences for antifungal drug susceptibility and pathogenesis. Specifically, resistance to the antifungal drug flucytosine is most common in clade 1. The resistant strains within clade 1 have a common amino acid mutation in the product of the <italic>FUR1</italic> gene. However, strains within other clades that present with flucytosine resistance lack this mutation (<xref ref-type="bibr" rid="B7">Dodgson et&#xa0;al., 2004</xref>). Prior research has shown that varying genetic backgrounds exhibit phenotypic differences as well (<xref ref-type="bibr" rid="B35">Thewes et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B10">Hirakawa et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B5">Cavalieri et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B31">Smith and Hickman, 2020</xref>). However, <italic>C. albicans</italic> research has continued to focus largely on strains derived from a single strain, clade 1 strain SC5314, a clade that accounts for approximately 35% of <italic>C. albicans</italic> infections in the United States (<xref ref-type="bibr" rid="B32">Soll and Pujol, 2003</xref>; <xref ref-type="bibr" rid="B13">Jones et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B19">MacCallum et&#xa0;al., 2009</xref>).</p>
<p>Prior research indicated that <italic>in vitro</italic> filamentation phenotypes can vary between clinical strains (<xref ref-type="bibr" rid="B10">Hirakawa et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Dunn et&#xa0;al., 2020</xref>). However, both yeast-like and filamentous cells appear to be required for invasive candidiasis. Cells trapped as either yeast or filaments are incapable of establishing infections <italic>in vivo</italic>, which indicates that the ability of <italic>C. albicans</italic> to transition between cell types is important for pathogenesis (<xref ref-type="bibr" rid="B29">Saville et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B22">Noble et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B36">Wakade et&#xa0;al., 2021</xref>). Filamentation is a complex process that is induced by a variety of environmental factors including pH, temperature, and CO<sub>2</sub>. As a field, we use a variety of <italic>in vitro</italic> conditions to mimic these environmental factors and induce filamentation. Prior studies in our lab have shown that filamentation media are not interchangeable and have vastly different effects on filamentation. These differences were both in the phenotypic morphology and the transcriptome (<xref ref-type="bibr" rid="B1">Azadmanesh et&#xa0;al., 2017</xref>). Thus, a multifactorial approach was used to study clinical strain filamentation in this work. Our goal was to determine whether there were consistent patterns of filamentation across clinical <italic>C. albicans</italic> strains.</p>
<p>In order to get a sense of the genetic backgrounds of <italic>C. albicans</italic> strains causing systemic infections in our region as well as their pathogenic traits, twenty clinical strains that had been detected in specimens from patients with systemic candidiasis at the Nebraska Medicine clinical laboratory at the University of Nebraska Medical Center (UNMC strains) were genotypically and phenotypically characterized. We observed that the UNMC strains showed a similar range of clades by MLST analysis as has been noted in larger studies of strains in the United States (<xref ref-type="bibr" rid="B32">Soll and Pujol, 2003</xref>; <xref ref-type="bibr" rid="B24">Odds et&#xa0;al., 2007</xref>). In addition, we tested these clinical strains, as well as a set of previously-typed clinical isolates (<xref ref-type="bibr" rid="B10">Hirakawa et&#xa0;al., 2015</xref>), for filamentation across a variety of inducing conditions. We expected that isolates from systemic infections would filament across most conditions and that we might see variation in filamentation phenotypes in strains that were not isolated from systemic infections. Instead, we saw a marked inability of most clinical strains to filament across standard solid inducing conditions. When these clinical strains were tested in a solid filamentation assay that was time-matched with liquid filamentation assays, we observed more robust filamentation. However, filamentation in solid media was not universal at this time point either, even though the tested strains were all from systemic infections. These observations strongly suggest that the type strain is not an ideal model for the species in filamentation assays and that the <italic>C. albicans</italic> field should revisit the filamentation phenotypic assays we use in drug development and pathogenesis studies.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Strains and media</title>
<p>Deidentified strains from a collection of 20&#xa0;C<italic>. albicans</italic> strains (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) isolated from patients with systemic candidiasis (UNMC strains), 20 strains from a previously published work (<xref ref-type="bibr" rid="B10">Hirakawa et&#xa0;al., 2015</xref>), and the type strain SC5314 were used in this analysis. All strains were grown on yeast extract-peptone-dextrose (YPD), 10% FBS media with glucose (solid only), 10% FBS in YPD (liquid only), Lee&#x2019;s media (<xref ref-type="bibr" rid="B14">Lee et&#xa0;al., 1975</xref>), RPMI media with 2.1 mM L-glutamine and buffered with 165 mM MOPs, and spider medium (10&#xa0;g D-mannitol, 10&#xa0;g nutrient broth, 2&#xa0;g K<sub>2</sub>HPO<sub>4</sub>, in 1 L of H<sub>2</sub>O) in both liquid or on solid agar plates as previously described (<xref ref-type="bibr" rid="B1">Azadmanesh et&#xa0;al., 2017</xref>). For yeast-like cell growth, strains were grown in YPD at 30&#xb0;C and for filamentous growth strains were grown at 37&#xb0; C in 10% FBS, Lee&#x2019;s, RPMI-MOPS, and spider media.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>MLST analysis of the UNMC clinical strains.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="right">Strain<sup>1</sup>
</th>
<th valign="top" align="center">
<italic>AAT1</italic>
</th>
<th valign="top" align="center">
<italic>ACC1</italic>
</th>
<th valign="top" align="center">
<italic>ADP1</italic>
</th>
<th valign="top" align="center">
<italic>MPIb<sup>2</sup>
</italic>
</th>
<th valign="top" align="center">
<italic>SYA1</italic>
<sup>2</sup>
</th>
<th valign="top" align="center">
<italic>VPS13</italic>
<sup>2</sup>
</th>
<th valign="top" align="center">
<italic>ZWF1</italic>
</th>
<th valign="top" align="center">ST<sup>2</sup>
</th>
<th valign="top" align="left">Clade<sup>4</sup>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="right">B404-15</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">
<bold>3691</bold>
</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="right">B527-15</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">1174</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="right">B564-14</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">3063</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="right">B212-12</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">
<bold>3692</bold>
</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="right">B733-15</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">277</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="right">B1559-15</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">
<bold>313</bold>
</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">
<bold>3699</bold>
</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="right">B1257-15</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">215</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">
<bold>3700</bold>
</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="right">B808-15</td>
<td valign="top" align="center">35</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">215</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">239</td>
<td valign="top" align="center">
<bold>3693</bold>
</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="right">B1091-15</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">42</td>
<td valign="top" align="center">32</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">
<bold>3701</bold>
</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="right">B510-12</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">37</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">344</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="right">B2527-12</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">49</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">
<bold>3702</bold>
</td>
<td valign="top" align="center">11</td>
</tr>
<tr>
<td valign="top" align="right">B1168-15</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">128</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">
<bold>3703</bold>
</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="right">B568-15</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">56</td>
<td valign="top" align="center">32</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">591</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="right">B421-15</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">32</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">
<bold>3694</bold>
</td>
<td valign="top" align="center">5</td>
</tr>
<tr>
<td valign="top" align="right">B687-15</td>
<td valign="top" align="center">35</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">
<bold>240</bold>
</td>
<td valign="top" align="center">
<bold>310</bold>
</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">
<bold>3695</bold>
</td>
<td valign="top" align="center">6</td>
</tr>
<tr>
<td valign="top" align="right">B1762-15</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">37</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">32</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">492</td>
<td valign="top" align="center">7</td>
</tr>
<tr>
<td valign="top" align="right">B1486-15</td>
<td valign="top" align="center">33</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">
<bold>176</bold>
</td>
<td valign="top" align="center">78</td>
<td valign="top" align="center">81</td>
<td valign="top" align="center">137</td>
<td valign="top" align="center">
<bold>3704</bold>
</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="right">B46-15</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">279</td>
<td valign="top" align="center">
<bold>3696</bold>
</td>
<td valign="top" align="center">17</td>
</tr>
<tr>
<td valign="top" align="right">B618-15</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">37</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">
<bold>3697</bold>
</td>
<td valign="top" align="center">17</td>
</tr>
<tr>
<td valign="top" align="right">B444-12</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">26</td>
<td valign="top" align="center">294</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">
<bold>3698</bold>
</td>
<td valign="top" align="center">S</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>1.</sup>Strain designations are from the UNMC strain collection.</p>
</fn>
<fn>
<p>
<sup>2.</sup>Allele and ST designations bold text are unique to this paper.</p>
</fn>
<fn>
<p>
<sup>3.</sup> ST designations identify strains with allelic profiles that match Strain Types in the <italic>C. albicans</italic> MLST database.</p>
</fn>
<fn>
<p>
<sup>4.</sup> Clade assignments were determined by ST designation or dendrogram comparisons.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_2">
<title>Amplification of DNA for MLST analysis</title>
<p>Cells from a single colony of each of the UNMC strains were used to inoculate overnight YPD cultures. Genomic DNA was extracted from these cultures using the Smash and Grab method (<xref ref-type="bibr" rid="B11">Hoffman and Winston, 1987</xref>). DNA was measured by Nanodrop and all genomic DNA was diluted to a concentration of 250 ng/&#xb5;L to proceed with PCR for Multilocus sequence typing (MLST) analysis.</p>
<p>Primers and housekeeping genes for MLST analysis in <italic>C. albicans</italic> were previously optimized by others in the field (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>) (<xref ref-type="bibr" rid="B4">Bougnoux et&#xa0;al., 2003</xref>). 250 ng of genomic DNA was used as a template and DNA for each gene was amplified using the Q5 polymerase (New England Biolabs). The amplification began with an initial denaturation at 98&#x2da;C for 3 minutes, followed by 30 cycles of denaturation at 98&#x2da;C for 10 seconds, annealing at 54&#x2da;C for 30 seconds, and extension at 72&#x2da;C for 1 minute, and completed with a final extension at 72&#x2da;C for 6 minutes.</p>
<p>Amplicons were confirmed by DNA gel eletrophoresis. The successful PCR products were then purified using a GeneJet PCR purification kit (Fisher Scientific). 1-2 ng of purified PCR product were submitted to the UNMC sequencing core for Sanger sequencing using the primers listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>.</p>
</sec>
<sec id="s2_3">
<title>MLST analysis and clade designation</title>
<p>Consensus sequences were generated from the Sanger sequence results using Geneious Prime software (version 2022.2.2). The ends of the forward and reverse sequences were trimmed to the core sequence identified in previous work (<xref ref-type="bibr" rid="B4">Bougnoux et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B25">Odds and Jacobsen, 2008</xref>), and the sequences were analyzed for heterozygosity. Heterozygous bases were determined if two peaks were at least 50% of the height of the initial base call and there were only two peaks (<xref ref-type="bibr" rid="B25">Odds and Jacobsen, 2008</xref>). <italic>De Novo</italic> assembly with high sensitivity and slow assembly was used to generate the final consensus sequence.</p>
<p>The consensus sequence for each gene in each strain was then entered into the MLST database (<xref ref-type="bibr" rid="B12">Jolley et&#xa0;al., 2018</xref>) to determine if the sequence was a known allele within the database. For strains with heterozygous alleles, the heterozygous genes were entered into the database using the degenerate nucleotide code to designate the heterozygous alleles. Novel allele sequences were trimmed to the MLST length and submitted for addition to the database. Allelic profiles for each strain were entered into the MLST database to compare against known strains.</p>
<p>In addition to the use of the MLST database for allele analysis, sequences for each gene were concatenated together for each clinical strain for phylogenetic analysis. Sequences were concatenated in the following order: <italic>AAT1, AAC1, ADP1, MPIb, SYA1, VPS13</italic>, and <italic>ZWF1</italic>. The concatenated sequences for the novel strains were compared to concatenated sequences from known reference strains (<xref ref-type="supplementary-material" rid="SM2">
<bold>Table S2</bold>
</xref>), and a dendrogram was generated using the unweighted pair group method with arithmetic mean in Geneious Prime.</p>
<p>Clinical strains were assigned a clade designation based on the reference strains they were clustering with in accordance with methods established by others (<xref ref-type="bibr" rid="B34">Tavanti et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B2">Bougnoux et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B24">Odds et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B23">Odds, 2010</xref>).</p>
</sec>
<sec id="s2_4">
<title>Filamentation assays</title>
<p>Overnight cultures from a single colony were grown in 3 mL of YPD at 30&#xb0;C, shaking at 200 rpm in a Benchmark Incu-Shaker 10L. The cells were washed twice in 1 mL of phosphate buffered saline (PBS) pH 7.4 and resuspended in 1 mL of PBS.</p>
<p>For liquid assays, 10&#xb5;L of cell suspension was added to 2mL of pre-warmed media (10% FBS, Lee&#x2019;s, RPMI, and Spider) in 35mm petri dishes with 14mm microwell glass bottom (MatTek Corporation) and incubated with shaking (100 rpm) at 37&#xb0;C for 2 hours. 10&#xb5;L of washed cells were added to a glass slide for control phenotypes. Cells were imaged on a Zeiss Axiovision fluorescence microscope at 20X magnification. Five images were collected from each assay. For the UNMC strains, each strain was tested in triplicate with 5 images collected for each replicate.</p>
<p>For traditional solid assays, 1&#xb5;L of washed cell suspension was plated in triplicate on agar plates (YPD, 10% FBS, Lee&#x2019;s, RPMI, and Spider). The plates were incubated for five days at 37&#xb0;C, and colony edges were imaged at 4X on an Evos FL inverted microscope. Each strain was tested with 3-5 replicates, with one image per replicate. For the short filamentation assays, 10 &#xb5;l of the washed cell suspension and 40 &#xb5;l of autoclaved dH<sub>2</sub>0 were spread on the surface of pre-warmed agar plates (YPD, 10% FBS, Lee&#x2019;s, RPMI, and Spider) using 4 mM glass beads. The plates were incubated at 37&#x2da;C for 3 hours and imaged at 10X on an Evos FL inverted microscope. Each strain was tested in triplicate, with 5 images from each replicate.</p>
<p>Strains from the solid assays were scored as previously described (<xref ref-type="bibr" rid="B1">Azadmanesh et&#xa0;al., 2017</xref>). Briefly, each strain was scored from 0-4 on the ability to form filaments compared to the control strain SC5314. A score of 0 correlated to abnormal morphology and a score of 4 indicated a morphology similar to the control. To obtain the average score for each strain and condition, all images were scored independently by 3-5 scorers. Computational methods were utilized to score liquid filamentation, as described in the supplemental methods. An average score of 2.5 or below indicated a severe phenotype defect.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>MLST analysis of clinical strains</title>
<p>MLST analysis was used to characterize the genetic relatedness of clinical <italic>C. albicans</italic> strains collected from patients with systemic infections at Nebraska Medicine. Fragments of the genes <italic>AAT1, AAC1, ADP1, MPIb, SYA1, VPS13</italic>, and <italic>ZWF1</italic> were amplified in order to compare allelic sequences to the <italic>C. albicans</italic> MLST database (<xref ref-type="bibr" rid="B12">Jolley et&#xa0;al., 2018</xref>). Exact matches for the allele sequences were found in the database for most gene fragments, except for 4 genes in 3 strains, which were added to the MLST database (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>, highlighted numbers). Strain B1559-15 had a novel allele sequence for <italic>VPS13</italic> and was assigned allele number 313 in the MLST database. B687-15 had novel allele sequences for both <italic>SYA1</italic> and <italic>VPS13</italic> and these were assigned allele numbers 240 and 310, respectively. Lastly, strain B1486-15 had a novel allele sequence for <italic>MPIb</italic> and was assigned 176 in the MLST database. For known allele sequences, the allele number in the MLST database was used to generate allelic profiles for each strain (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<p>Two approaches were used to identify clade designations for the UNMC clinical strains. The allelic profiles for each strain were entered into the MLST database to search for known Strain Types (ST). Six strains in the set had STs with clade designations (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>, unhighlighted numbers). The allelic profiles of the remaining 14 strains were submitted to the MLST database. These strains were assigned unique strain ID number as well as STs upon addition to the database, which are indicated in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> (highlighted numbers). In addition, the UPGMA algorithm was used to generate an unrooted dendrogram using 20 clinical isolates (UNMC strains) and 224 representative reference strains to identify the clade designations of the unknown clinical isolates (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The reference strains spanned a broad genetic background and included strains from all 17 clades and Singletons identified by Odds et&#xa0;al. (<xref ref-type="bibr" rid="B25">Odds and Jacobsen, 2008</xref>). Clades 1, 3, and 2 are represented by 30%, 15%, and 10% of the UNMC clinical isolates, respectively (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The clade 1 data is proportional to the 35% of infections from clade 1 seen nationally within the United States (<xref ref-type="bibr" rid="B32">Soll and Pujol, 2003</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>UPGMA dendrogram consisting of the 20 clinical isolates and 224 reference strains of <italic>C. albicans</italic>. <italic>C. albicans</italic> clades are indicated by the brackets. Arrows indicate location of the clinical isolates from the UNMC collection genotyped in this study. Black arrows are within known clades while the red arrow designates a singleton strain.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1207083-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Filamentation analysis of clinical strains</title>
<p>The ability of <italic>C. albicans</italic> to filament has been linked to pathogenesis for systemic infections. However, there are a variety of assays used to measure filamentation, and genetic requirements for filamentation vary between conditions (<xref ref-type="bibr" rid="B1">Azadmanesh et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B37">Wang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B30">Sharma et&#xa0;al., 2023</xref>). We therefore wanted to look at the filamentation profile of our clinical strains across a number of <italic>in vitro</italic> filamentation conditions. As a comparison, we also profiled filamentation in a clinical strain set that was previously sequenced, representing a variety of infection sites (<xref ref-type="bibr" rid="B10">Hirakawa et&#xa0;al., 2015</xref>). We hypothesized that strains collected from systemic infections would exhibit robust filamentation across the filamentation assays, mirroring the phenotype of the type strain SC5314, but that we might see variability in the filamentation phenotype of strains collected from other sites.</p>
<p>Clinical isolates and the control strain SC5314 were tested for filamentation across 8 inducing conditions in solid and liquid media as well as non-inducing solid and liquid conditions. Strains in solid media were scored from 0-4, with 0 representing no filamentation and a score of 4 representing filamentation as robust as the control strain. Strains in liquid media were scored computationally, normalized to the SC5314 filamentation score (set at 4) for each condition. Strains with filamentation scores of 2.5 or below in either liquid or solid media were considered defective in filamentation. Contrary to our hypothesis, both the systemic isolates from UNMC and the Hirakawa et&#xa0;al. strain set displayed variable filamentation profiles, which did not look different from non-systemic strains (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM3">
<bold>Table S3</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Filamentation phenotypes of the clinical isolates. Cells of the indicated strains were tested for filamentation in standard solid and liquid filamentation assays in FBS (F), Lee&#x2019;s (L), RPMI (R), or spider (S) media. Cells that filamented like the type strain were given a score of 4 (yellow) while strains that did not filament were given a score of 0 (blue). Strains with scores below 2.5 were considered defective in filamentation. Strains labeled &#x201c;Y&#x201d; in the &#x201c;Sys&#x201d; column were isolated from systemic infections, while those labeled &#x201c;N&#x201d; were isolated from other infections or healthy patients. Strains labeled &#x201c;UNKN&#x201d; in the &#x201c;SYS&#x201d; column had an unknown origin. Clade identification of each strain is also indicated.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1207083-g002.tif"/>
</fig>
<p>Filamentation phenotypes varied between strains, but there were a few broad observations. Almost all of the clinical isolates of <italic>C. albicans</italic> exhibited severe filamentation defects on solid media, with only P37039 and B527-15 filamenting to some degree across all solid conditions (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3A</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF2">
<bold>S2</bold>
</xref>). It was notable that these strains are hyperfilamentous on non-inducing solid media and also filamented across all liquid conditions (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3A, B</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM3">
<bold>Table S3</bold>
</xref>). One other strain, P37037, also filamented on 3 of the 4 solid conditions (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3A, B</bold>
</xref>). All three of those strains are, like type-strain SC5314, members of Clade 1, although we did not find any correlation between clades in terms of filamentation phenotypes (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S8</bold>
</xref>). There were limited representatives of each clade, however, and it is possible that clade-specific patterns might become apparent with a larger sample size. Filamentation was much more robust in liquid media, and indeed, a number of strains exhibited filamentation scores above 4 in Lee&#x2019;s and Spider media (it should be noted that our solid scoring did not allow for scores above 4) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S5</bold>
</xref>). Only two strains, P37037 and P94015 were defective in filamentation in all liquid inducing conditions tested (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3A</bold>
</xref>). P94015 was unable to filament in any condition, while P37037, as mentioned above, was hyperfilamentous in non-inducing solid media and across 3 of 4 filamentation conditions.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Additional filamentation observations in the clinical strains. <bold>(A)</bold> Clinical strains were generally defective in filamentation on solid media. The number of assays with filamentation scores above 2.5 in liquid (blue) or solid (orange) filamentation conditions was calculated for each strain. Absence of a bar indicates that the strain filamented in none of the conditions. <bold>(B)</bold> Cells that filament well in solid media are often hyperfilamentous. P37039 and B527-15 cells were grown on solid YPD media for 4-5 days. Images were taken at the edge of the colonies at 4X on an Evos microscope. The white bar represents 400 &#xb5;m. <bold>(C)</bold> Clinical <italic>C. albicans</italic> strains clearly filament more robustly in liquid media. The number of strains with a filamentation score above 2.5 was calculated for each filamentation condition. Letters correspond to the letters used for filamentation assays in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1207083-g003.tif"/>
</fig>
<p>When we focus on filamentation conditions rather than the strains, a few clear trends emerge. There is little variability between solid conditions in the number of strains that are considered filamentous in each condition, ranging from 7 to 10 strains (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). The number of filamentatous strains in liquid filamentation conditions were much higher. Filamentation was more robust across strains in Lee&#x2019;s and Spider media (38 strains with scores above 2.5) compared to FBS (33 strains) and RPMI (32 strains) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). The significance of this variation in score is unclear, but it is worthwhile to note.</p>
</sec>
<sec id="s3_3">
<title>Solid filamentation at early timepoints</title>
<p>One thing that differentiates the standard liquid and solid filamentation assays in <italic>C. albicans</italic>, besides the solidity of the media, is the time between induction initiation and analysis of filamentation. Liquid filamentation is measured just a few hours after induction, while the standard solid filamentation assay is measured days after induction. Therefore, standard liquid assays determine initial response to induction in liquid media while standard solid assays measure sustained filamentation on solid surfaces. We found in previous work (<xref ref-type="bibr" rid="B6">Creger and Blankenship, 2018</xref>), that solid filamentation can be measured at the same timepoints used in liquid assays. We also found that two of the clinical strains tested above (P87 and P76067), which do not filament in standard solid filamentation assays, <italic>do</italic> filament at these earlier time points (<xref ref-type="bibr" rid="B6">Creger and Blankenship, 2018</xref>). By examining filamentation in solid media at the same timepoint that we examined liquid filamentation, we eliminated the confounding time factor in our comparisons. We hypothesized that clinical strains from systemic infections would filament in solid media at these earlier timepoints as robustly as they do in liquid filamentation conditions.</p>
<p>For these shortened filamentation assays, we focused on filamentation in the UNMC set of clinical strains. These strains were all isolated from patients with systemic infections. The expectation was that all of these strains should be filamentatous <italic>in vivo</italic> and thus filamentous <italic>in vitro</italic> in assays that model <italic>in vivo</italic> induction. Seven of the clinical strains (B212-12, B444-12, B564-15, B733-15, B1257-15, B1486-15, and B1559-15) filamented across all solid conditions in this shortened solid filamentation assay and seven of the clinical strains (B404-15, B421-15, B618-15, B808-15, B1091-15, B1168-15, and B2527-12) had filamentation defects across all solid inducing media (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A&#x2013;C</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF3">
<bold>S3</bold>
</xref>). Strain 527-15 was notable because it did filament in the standard solid assay but was defective in most shortened solid filamentation assays (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>). It is possible that this strain responds more slowly to filamentation signals or that it was growing, and thus filamenting, more slowly. Clearly, it can filament in solid media as evidenced in the longer assay (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4D</bold>
</xref>). The rest of the strains showed varying patterns of filamentation in the shortened assays. Overall, it appears that a number of the clinical strains <italic>can</italic> filament on solid media, but few are able to maintain that filamentation over a period of days.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Comparison of standard solid filamentation assays and a shortened solid filamentation assay. <bold>(A)</bold> Respective images from standard and shortened solid filamentation assays for strain B444-12. The strain was grown in the indicated filamentation induction media for 4-5 days (standard) or for 3 hours (short) at 37&#x2da;C and imaged through the bottom of the agar plate on an Evos microscope at 4X (standard) or 10X (short). Bars in the images represent 100 &#xb5;m for each figure set (short or standard). <bold>(B)</bold> A heat map of filamentation scores in standard and shortened solid filamentation assays. Cells of the indicated strains were tested for filamentation in standard and shortened solid filamentation assays in FBS (F), Lee&#x2019;s (L), RPMI (R), or spider (S) media. Cells that filamented like the type strain were given a score of 4 (yellow) while strains that were afilamentous were given a score of 0 (blue). Strains with scores below 2.5 were considered defective in filamentation. <bold>(C)</bold> Some clinical strains <italic>can</italic> filament in solid media, but only in the shortened assay. The number of assays with filamentation scores above 2.5 in standard (blue) or shortened (orange) solid filamentation conditions was calculated for each strain. Absence of a bar indicates that the strain filamented in none of the conditions. <bold>(D)</bold> B527-15 filaments in the standard solid filamentation assay, but few cells were filamentous in the shortened assay. Respective images from standard and shortened solid filamentation assays for strain B527-15. The strain was grown in the indicated filamentation for 4-5 days (standard) or for 3 hours (short) and imaged on an Evos microscope at 4X (standard) or 10X (short). Bars in the images represent 100 &#xb5;m for each figure set (short or standard).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1207083-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>We genotyped 20 clinical strains isolated from patients with systemic <italic>Candida albicans</italic> infections at Nebraska Medicine. Using MLST analysis, we identified 14 novel strains and 6 strains with genotypes matching strains already in the MLST database. In addition to the 14 novel strains identified, we also identified 4 novel allele sequences. Our analysis suggests that the infecting strains observed clinically in Nebraska are similar to what we observe across the US. Clade 1 accounts for 30% of infections in our sample and 35% of infections across the US. The second largest clade represented in our study was clade 3, which represented 15% of the isolates, while Clade 2 accounted for 10% of the UNMC strains. 4 of the 5 major clades were identified in the UNMC strains, and the absence of strains from clade 4 could be due to the small sample size of the study. Despite the small sample size, a broad distribution of clades was identified. In addition to the 3 major clades, several other clades (5-8, 11, 17) and a singleton were identified.</p>
<p>Although we observed no correlation between filamentation ability and clade, there were stark phenotypic difference between the liquid and traditional solid media filamentation assays. Most of the clinical strains we tested, including the set of strains from UNMC and a set of strains genotyped in the Hirakawa et&#xa0;al. study (<xref ref-type="bibr" rid="B10">Hirakawa et&#xa0;al., 2015</xref>), filamented in most liquid inducing media. Few, however, filamented well on solid inducing media using a standard assay. These stark differences were less apparent when examining solid and liquid filamentation at the same timepoint, although filamentation in solid media was still not robust for approximately half of the strains tested in those shortened assays. The assays used to examine phenotypes in <italic>C. albicans</italic> have largely been used to test derivatives of the type strain SC5314, but it is clear that SC5314 is an outlier in filamentation phenotypes on solid media, as has been noted by others (<xref ref-type="bibr" rid="B8">Dunn et&#xa0;al., 2020</xref>). Rather than calling most of the strains tested in our assays &#x201c;defective&#x201d; in traditional solid filamentation assays, it is more likely that SC5314 is particularly robust at maintenance of filamentation induction in solid media. This finding suggests that the traditional solid filamentation assays are not good models for filamentation in the species as a whole and would not be ideal for drug development.</p>
<p>One strain from our assay, P37037, deserves some discussion because its pattern of filamentation suggests that it responds to distinct signals for filamentation. This strain did not filament well in any liquid condition, but was filamentous in three of the four standard solid filamentation assays. These observations suggest that this strain does not respond to inducing nutrient signals in the media, but that surface contact in combination with inducing signals, inducing signals can trigger filamentation, with one exception. This strain may allow us to separate physical and nutrient filamentation cues. However, it should be noted that our results contrast with those recently published, in which P37037 had a strong filamentation defect in solid spider medium (<xref ref-type="bibr" rid="B37">Wang et&#xa0;al., 2021</xref>). P37037 is heterozygous at the <italic>EFG1</italic> locus, a gene that is an important regulator of filamentation, but undergoes spontaneous homozygosis (<xref ref-type="bibr" rid="B37">Wang et&#xa0;al., 2021</xref>). One allele of <italic>EFG1</italic> is functional and the other non-functional in this strain and others have shown that loss of heterozygosity and gene conversions can occur at this locus (<xref ref-type="bibr" rid="B15">Liang et&#xa0;al., 2019</xref>). The differing observations between our work and the work from Wang <italic>el al</italic> may be linked to homozygosity of the functional <italic>EFG1</italic> allele in our version of this strain, although we have not tested for this possibility.</p>
<p>In addition to the discrepancies with the P37037 data, we also want to note that there are differences between our results and results from the Hirakawa et&#xa0;al. and Dunn et&#xa0;al. studies, which overlapped the non-UNMC strains tested (<xref ref-type="bibr" rid="B10">Hirakawa et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Dunn et&#xa0;al., 2020</xref>). Overall, we see much more robust filamentation in liquid RPMI than is noted for strains in Dunn et&#xa0;al. (<xref ref-type="bibr" rid="B8">Dunn et&#xa0;al., 2020</xref>). We hypothesize that methodology is the likely cause of these differences. In our liquid assays, we induce cells in glass bottom dishes with shaking and image directly from these dishes, while the Dunn et&#xa0;al. paper pipetted cells induced in culture tubes onto glass slides for observation. We generally see more than 90% of SC5314 cells filamenting in our glass-bottom assays compared to much lower numbers, overall, in the Dunn et&#xa0;al. paper. We see similar filamentation profiles in SC5314 filamentous cells using the same approach used in Dunn et&#xa0;al. (J. Blankenship, unpublished observations). There are also some differences in our solid assay results, although these assay show much greater similarity between studies. These discrepancies may come down to the scale of observation. The Dunn et&#xa0;al. and Hirakawa et&#xa0;al. papers look at a macroscopic view of whole colonies, measuring, in part, the length of filamentous-like growth from the central yeast-like colony. We look at a micro scale, observing the filaments on the edges of the colony and scoring for absence or presence of filaments from the edges of colonies (as well as how much of the colony is demonstrating filamentation). A strain may score low in the Dunn et&#xa0;al. assay if the strain filaments, but those filaments do not extend far from the main colony. If the filamentation of that strain, however, is robust around the whole colony, we would score it highly. There are other possible factors that could play a role in these differences, but these seem the most likely.</p>
<p>The ability of <italic>C. albicans</italic> cells to transition between filamentous and yeast-like forms has long been linked to virulence (<xref ref-type="bibr" rid="B16">Lo et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B21">Murad et&#xa0;al., 2001</xref>). In addition, filamentous cells express adhesins that allow them to penetrate and be internalized by the host cell, as well as the toxin, candidalysin, that can permeabilize host cells (<xref ref-type="bibr" rid="B33">Staab et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B9">Granger et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B27">Phan et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B20">Moyes et&#xa0;al., 2016</xref>). We hypothesized that <italic>C. albicans</italic> strains from systemic infections should filament across all filament inducing conditions, in a manner similar to the type strain, SC5314. Most of the systemic strains did filament in across liquid filamentation conditions. However, this study supports other work demonstrating systemic strains generally do not filament in standard solid filamentation assays. We observed that only half of the invasive candidiasis strains tested for solid filamentation at earlier timepoints filamented in 3 or more conditions. Additional studies are needed to better define the importance of filamentation for systemic infection and to define the <italic>in vitro</italic> assays that best mimic <italic>in vivo</italic> filamentation phenotype. It should be noted that we do not have information about severity of disease in the de-identified strains. It is quite possible that strains with filamentation defects <italic>in vivo</italic> can become systemic, but may be unable to cause significant disease.</p>
<p>Studying pathogenic phenotypes <italic>in vivo</italic> can be difficult and cost-prohibitive. Thus, many of us rely on <italic>in vitro</italic> assays that are meant to model <italic>in vivo</italic> conditions. Most of our knowledge about the pathways that help initiate and maintain filamentation is rooted in work performed in <italic>in vitro</italic> model systems, and in the SC5314 genetic background. In addition, some efforts are being made to develop anti-filamentation drugs for <italic>C. albicans</italic> treatments, relying largely on <italic>in vitro</italic> models of filamentation (<xref ref-type="bibr" rid="B28">Romo et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B18">MacAlpine et&#xa0;al., 2021</xref>). The observations described here and by others suggest that we must be careful in our reliance on <italic>in vitro</italic> models for filamentation and that the SC5314 genetic background is not the ideal background for filamentation studies.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Materials</bold>
</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>NB and JB conceived and planned the experiments. NB, CL, ES, LB, and AA carried out the experiments. PI provided strains for the research. JB performed the computational analysis. NB and JB wrote the manuscript with input from PI and ES. JB supervised the research. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>Research reported in this publication was supported by the National Institute Of General Medical Sciences of the National Institutes of Health under Award Number 5P20GM103427 (subaward to JB, ES, and AA). The University of Nebraska Medical Center (UNMC) Genomics Core receives partial support from the National Institute for General Medical Science (NIGMS) INBRE - P20GM103427-19 grant as well as The Fred &amp; Pamela Buffett Cancer Center Support Grant - P30 CA036727.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We want to thank Jody Franke and the members of the Blankenship lab for their comments on the research and manuscript.</p>
</ack>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10" sec-type="supplementary-material">
<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/fcimb.2023.1207083/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcimb.2023.1207083/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.zip" id="SF1" mimetype="application/zip"/>
<supplementary-material xlink:href="DataSheet_2.pdf" id="SF2" mimetype="application/pdf"/>
<supplementary-material xlink:href="DataSheet_3.pdf" id="SF3" mimetype="application/pdf">
<label>Supplementary Figure&#xa0;1</label>
<caption>
<p>Clinical strain filamentation in the standard liquid media assay. Cells of the indicated strains were tested for filamentation in standard and shortened solid filamentation assays in FBS, Lee&#x2019;s, RPMI, or spider liquid media. Cells were grown overnight at 30&#x2da;C with shaking, washed, and then incubated in the inducing liquid media for 3 hours at 37&#x2da;C. Also shown are images from the overnight cells grown in YPD. The images shown are a representative example of images assessed bioinformatically due to file size limitations.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet_4.pdf" id="SF4" mimetype="application/pdf">
<label>Supplementary Figure&#xa0;2</label>
<caption>
<p>Clinical strain filamentation in the standard solid media assay. Cells of the indicated strains were tested for filamentation in standard and shortened solid filamentation assays in FBS, Lee&#x2019;s, RPMI, or spider liquid media. Cells were grown overnight at 30&#x2da;C with shaking, washed, and then spotted on inducing media agar plates and grown at 37&#x2da;C. Cells were also spotted on YPD agar media and grown at 30&#x2da;C. Colony edged were imaged after 4-5 days of incubation.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet_5.pdf" id="SF5" mimetype="application/pdf">
<label>Supplementary Figure&#xa0;3</label>
<caption>
<p>Clinical strain filamentation in the shortened solid media assay. Cells of the indicated strains were tested for filamentation in standard and shortened solid filamentation assays in FBS, Lee&#x2019;s, RPMI, or spider liquid media. Cells were grown overnight at 30&#x2da;C with shaking, washed, and then spread on inducing media agar plates and grown at 37&#x2da;C. Cells were also spread on YPD agar media and grown at 30&#x2da;C. Cells were imaged through the bottom of the agar plate after 3 hours of incubation. The images shown are a representative example of images assessed due to file size limitations.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document">
<label>Supplementary Table&#xa0;1</label>
<caption>
<p>Primer Sequences for gene amplification and Sanger Sequencing.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document">
<label>Supplementary Table&#xa0;2</label>
<caption>
<p>Reference strains and clade designations.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.docx" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document">
<label>Supplementary Table&#xa0;3</label>
<caption>
<p>Filamentation scores of the clinical strains. <sup>1</sup>F-FBS media, L- Lee&#x2019;s Media, R- RPMI media, S-Spider media.</p>
</caption>
</supplementary-material>
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