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<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Physiol.</journal-id>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physiol.</abbrev-journal-title>
<issn pub-type="epub">1664-042X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1207567</article-id>
<article-id pub-id-type="doi">10.3389/fphys.2023.1207567</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Farnesol as an antifungal agent: comparisons among <italic>MTL</italic>
<bold>a</bold> and <italic>MTL&#x3b1;</italic> haploid and diploid <italic>Candida albicans</italic> and <italic>Saccharomyces cerevisiae</italic>
</article-title>
<alt-title alt-title-type="left-running-head">Boone et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphys.2023.1207567">10.3389/fphys.2023.1207567</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Boone</surname>
<given-names>Cory H. T.</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Parker</surname>
<given-names>Kory A.</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2288992/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gutzmann</surname>
<given-names>Daniel J.</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Atkin</surname>
<given-names>Audrey L.</given-names>
</name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Nickerson</surname>
<given-names>Kenneth W.</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/358122/overview"/>
</contrib>
</contrib-group>
<aff>
<institution>School of Biological Sciences</institution>, <institution>University of Nebraska</institution>, <addr-line>Lincoln</addr-line>, <addr-line>NE</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/241151/overview">Rosana Alves</ext-link>, University of Minho, Portugal</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/148974/overview">Ilse Denise Jacobsen</ext-link>, Leibniz Institute for Natural Product Research and Infection Biology, Germany</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2542373/overview">Jean-Baptiste Roullet</ext-link>, Washington State University Health Sciences Spokane, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Kenneth W. Nickerson, <email>knickerson1@unl.edu</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>11</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1207567</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>11</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Boone, Parker, Gutzmann, Atkin and Nickerson.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Boone, Parker, Gutzmann, Atkin and Nickerson</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>
<bold>Aims:</bold> Farnesol was identified 20&#xa0;years ago in a search for <italic>Candida albicans</italic> quorum sensing molecules (QSM), but there is still uncertainty regarding many aspects of its mode of action including whether it employs farnesol transport mechanisms other than diffusion. Based on the structural similarity between farnesol and the farnesylated portion of the <italic>MTL</italic>
<bold>a</bold> pheromone, we explored the effects of ploidy and mating type locus (<italic>MTL</italic>) on the antifungal activity of exogenous farnesol.</p>
<p>
<bold>Methods and results:</bold> We approached this question by examining five <italic>MTL</italic>
<bold>a</bold> and five <italic>MTL&#x3b1;</italic> haploid strains with regard to their farnesol sensitivity in comparison to six heterozygous <italic>MTL</italic>
<bold>a<italic>/</italic>
</bold>
<italic>&#x3b1;</italic> diploids. We examined the haploid and diploid strains for percent cell death after exposure of exponentially growing cells to 0&#x2013;200&#xa0;&#xb5;M farnesol. The heterozygous (<italic>MTL</italic>
<bold>a</bold>/&#x3b1;) diploids were tolerant of exogenous farnesol whereas the <italic>MTL</italic>
<bold>a</bold> and <italic>MTL</italic>&#x3b1; haploids were on average 2- and 4-times more sensitive, respectively. In the critical range from 10&#x2013;40&#xa0;&#xb5;M farnesol their cell death values were in the ratio of 1:2:4. Very similar results were obtained with two matched sets of <italic>MAT</italic>
<bold>a</bold>, <italic>MAT</italic>&#x3b1;, and <italic>MAT</italic>
<bold>a</bold>/&#x3b1; <italic>Saccharomyces cerevisiae</italic> strains.</p>
<p>
<bold>Conclusion:</bold> We propose that the observed <italic>MTL</italic> dependence of farnesol is based on differentially regulated mechanisms of entry and efflux which determine the actual cellular concentration of farnesol. The mechanisms by which pathogens such as <italic>C. albicans</italic> tolerate the otherwise lethal effects of farnesol embrace a wide range of physiological functions, including <italic>MTL</italic> type, ubiquinone type (UQ6-UQ9), energy availability, and aerobic/anaerobic status.</p>
</abstract>
<kwd-group>
<kwd>farnesol sensitivity</kwd>
<kwd>haploid specific genes</kwd>
<kwd>mating type</kwd>
<kwd>
<italic>Candida albicans</italic>
</kwd>
<kwd>
<italic>Saccharomyces cerevisiae</italic>
</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Mitochondrial Research</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>The dimorphic fungus <italic>C. albicans</italic> is an important human pathogen. Yeast-hyphal interconversion is essential for its pathogenicity and in 2001 we identified the sesquiterpene E,E-farnesol as a quorum sensing molecule (QSM) able to block the yeast to hypha conversion in a cell density dependent manner (<xref ref-type="bibr" rid="B19">Hornby et al., 2001</xref>) and to inhibit biofilm formation (<xref ref-type="bibr" rid="B39">Ramage et al., 2002</xref>). Later we found that excreted farnesol also acted as a virulence factor for pathogenicity in mice (<xref ref-type="bibr" rid="B33">Navarathna et al., 2007</xref>; <xref ref-type="bibr" rid="B16">Hargarten et al., 2015</xref>) and it induced apoptosis in numerous fungi including <italic>Aspergillus nidulans</italic> and <italic>Aspergillus fumigatus</italic> (<xref ref-type="bibr" rid="B40">Semighini et al., 2006</xref>; <xref ref-type="bibr" rid="B41">Shirtliff et al., 2009</xref>). Thus, farnesol is a highly bioactive molecule (<xref ref-type="bibr" rid="B35">Nickerson et al., 2006</xref>). The potential role of farnesol and related molecules (i.e. 2, 3-dihydrofarnesol) as useful antifungal drugs has regained interest. For instance, <xref ref-type="bibr" rid="B6">Brasch et al. (2014)</xref> detailed their effectiveness versus dermatophytes while <xref ref-type="bibr" rid="B21">Katragkou et al. (2015)</xref> showed their synergistic effectiveness with fluconazole, amphotericin B, and micafungin versus <italic>C. albicans</italic> biofilms. More recently, <xref ref-type="bibr" rid="B32">Nagy et al. (2020)</xref> reported that farnesol inhibited growth and biofilm forming ability by <italic>C. auris</italic>, <xref ref-type="bibr" rid="B9">Dekkerova et al. (2022)</xref> confirmed a synergistic effect between farnesol and fluconazole in <italic>C. auris</italic>, and <xref ref-type="bibr" rid="B36">Nikoomanesh et al. (2023)</xref> confirmed a synergism between farnesol and either fluconazole or itraconazole which restored the original sensitivity of azole-resistant <italic>C. albicans</italic> and <italic>Candida parapsilosis</italic>. The idea that <italic>C. albicans</italic> secretes antifungal molecules as a mechanism of competition with other fungi is longstanding. Pure cultures of <italic>C. albicans</italic> were sometimes isolated from clinical lesions (<xref ref-type="bibr" rid="B25">Lewis and Hooper, 1943</xref>) while the dermatophyte <italic>Trichophyton rubrum</italic> did not grow when cocultivated with either <italic>C. albicans</italic> or spent medium from <italic>C. albicans</italic> (<xref ref-type="bibr" rid="B20">Jillson and Nickerson, 1948</xref>). The idea that this antifungal molecule was farnesol and that the target was actively respiring mitochondria was inherent in the observations of <xref ref-type="bibr" rid="B28">Machida and Tanaka (1999)</xref> and <xref ref-type="bibr" rid="B29">Machida et al. (1998)</xref>, <xref ref-type="bibr" rid="B30">Machida et al. (1999)</xref>. They showed a dose-dependent growth inhibition and ROS production for farnesol but not for other closely related molecules. Farnesol (3 isoprenes, C<sub>15</sub>) inhibited the growth of <italic>S. cerevisiae</italic> at 12&#x2013;25&#xa0;&#xb5;M whereas geraniol (2 isoprenes, C<sub>10</sub>), geranylgeraniol (4 isoprenes, C<sub>20</sub>), farnesyl acetate, linalool, and squalene were not inhibitory at concentrations up to 200 or 400&#xa0;&#xb5;M. The mitochondrial involvement was clearly shown by the toxicity of 20&#x2013;30&#xa0;&#xb5;M farnesol to <italic>S</italic>. <italic>cerevisiae</italic>, while petite mutants of <italic>S. cerevisiae</italic> (<xref ref-type="bibr" rid="B29">Machida et al., 1998</xref>; <xref ref-type="bibr" rid="B14">Fairn et al., 2007</xref>; <xref ref-type="bibr" rid="B37">Pathirana et al., 2020</xref>) and anaerobically grown <italic>C. albicans</italic> (<xref ref-type="bibr" rid="B11">Dumitru et al., 2004</xref>) were farnesol resistant.</p>
<p>An intriguing unanswered question concerns how 20&#x2013;25&#xa0;&#xb5;M farnesol can kill or lyse potentially competing yeasts (<xref ref-type="bibr" rid="B29">Machida et al., 1998</xref>) and fungi (<xref ref-type="bibr" rid="B40">Semighini et al., 2006</xref>) as well as the opaque form of <italic>C. albicans</italic> (<xref ref-type="bibr" rid="B12">Dumitru et al., 2007</xref>) whereas the white form of <italic>C. albicans</italic> can tolerate 250&#x2013;300&#xa0;&#xb5;M farnesol (<xref ref-type="bibr" rid="B19">Hornby et al., 2001</xref>; <xref ref-type="bibr" rid="B39">Ramage et al., 2002</xref>; <xref ref-type="bibr" rid="B38">Polke et al., 2017</xref>). What mechanisms does <italic>C. albicans</italic> use to protect itself from farnesol? This question applies to both exogenous farnesol and intracellular farnesol (<xref ref-type="bibr" rid="B4">Boone et al., 2022</xref>). We also know that the sensitivity of <italic>C. albicans</italic> to exogenous farnesol depends on the stage of growth at which the cells were stressed; cultures inoculated with stationary-phase cells tolerated up to 300&#xa0;&#xb5;M farnesol whereas those inoculated with exponential-phase cells were inhibited by 40&#xa0;&#x3bc;M farnesol and killed by 100&#x2013;300&#xa0;&#xb5;M farnesol (<xref ref-type="bibr" rid="B43">Uppuluri et al., 2007</xref>; <xref ref-type="bibr" rid="B23">Langford et al., 2010</xref>). At least three possible answers to this question have been tested. The first concerns the need for an energy source as was nicely shown by <xref ref-type="bibr" rid="B41">Shirtliff et al. (2009)</xref> wherein <italic>C. albicans</italic> cells underwent apoptosis after treatment with 40&#xa0;&#xb5;M farnesol if they had first been incubated for 24&#xa0;h in phosphate-buffered saline (PBS). Both exponential- and stationary-phase cells were 2&#x2013;10 times more likely to be lysed by farnesol when incubated in PBS than when incubated in growth media (<xref ref-type="bibr" rid="B41">Shirtliff et al., 2009</xref>; <xref ref-type="bibr" rid="B23">Langford et al., 2010</xref>). This need for an energy source to tolerate otherwise lethal detergent-like molecules duplicates our prior observation with <italic>Enterobacter cloacae</italic> growing in 1%&#x2013;10% sodium dodecyl sulfate (SDS). Bacterial cells which entered stationary phase owing to carbon limitation were rapidly lysed by the SDS present whereas those that had entered owing to nitrogen or phosphorous limitation were not (<xref ref-type="bibr" rid="B1">Aspedon and Nickerson, 1993</xref>). An attractive model for how this energy dependence operates in <italic>C. albicans</italic> was presented by <xref ref-type="bibr" rid="B26">Liu et al. (2018)</xref> wherein farnesol activated the Tac1 and Znc1 transcription factors, thus inducing expression of the Cdr1, an ABC transporter and multidrug efflux pump, known to export phospholipids and possibly farnesol as well. The second idea concerns the types of ubiquinones synthesized by the microbes. Ubiquinones consist of a benzoquinone redox active ring system attached to a side chain with variable isoprenoid units. <italic>S. cerevisiae</italic> has six isoprenoid units in its side chain (UQ6), while most <italic>Candida</italic> sp. have seven (UQ7), and <italic>C. albicans</italic> and <italic>C</italic>. <italic>dubliniensis</italic> have nine (UQ9). Previously, we showed that <italic>S. cerevisiae</italic> engineered to produce UQ9 were ca. 5X less sensitive to exogenous farnesol than their parent <italic>S. cerevisiae</italic> and produced ca. 10X less ROS in response to a given level of farnesol (<xref ref-type="bibr" rid="B37">Pathirana et al., 2020</xref>). We then suggested that <italic>C. albicans</italic> and <italic>C. dubliniensis</italic> evolved to use UQ9 rather than UQ7 in part to protect themselves from their secreted farnesol (<xref ref-type="bibr" rid="B37">Pathirana et al., 2020</xref>). The third idea, and the one tested in this paper, is closely tied to the unanswered question of whether the lipophilic farnesol enters a cell via diffusion, facilitated diffusion, or active transport (<xref ref-type="bibr" rid="B34">Nickerson and Atkin, 2016</xref>). Both farnesol and the homoserine lactones used by Gram-negative bacteria were first identified following extraction of the active molecules into ethyl acetate (<xref ref-type="bibr" rid="B13">Eberhard et al., 1981</xref>; <xref ref-type="bibr" rid="B19">Hornby et al., 2001</xref>) and thus they both should have some capacity to enter via diffusion.</p>
<p>A variable capacity for diffusion was implicit in the studies of <xref ref-type="bibr" rid="B38">Polke et al. (2017)</xref> who identified <italic>eed1&#x2206;/&#x2206;</italic> as the first farnesol hypersensitive mutant of <italic>C. albicans</italic>. This mutant was 50-fold more sensitive to exogenous farnesol as a QSM and it also secreted &#xd7;10 more farnesol than its parent. Also, while able to form hyphae, <italic>eed1&#x2206;/&#x2206;</italic> could not maintain those hyphae (<xref ref-type="bibr" rid="B38">Polke et al., 2017</xref>). Then, in a MicroCommentary on the mechanistic implications of <italic>eed1&#x2206;/&#x2206;</italic>, we (<xref ref-type="bibr" rid="B34">Nickerson and Atkin, 2016</xref>) suggested that <italic>C. albicans</italic> has a regulated farnesol transporter which might be related to using a farnesylated peptide as a mating pheromone (<xref ref-type="bibr" rid="B2">Bennett et al., 2003</xref>; <xref ref-type="bibr" rid="B10">Dignard et al., 2007</xref>). The <bold>a</bold>-factor is a farnesylated peptide secreted by mating type <bold>a</bold> cells via an ABC transporter called Ste6p or Hst6p and then recognized and bound by mating type &#x3b1; cells via an <bold>a</bold>-factor receptor called Ste3p. Ste6p is in the plasma membrane of <italic>MTL</italic>
<bold>a</bold> cells only and Ste3p is in the plasma membrane of <italic>MTL</italic>&#x3b1; cells only. We further suggested that Ste6p or Ste3p might transport free farnesol as well as the farnesylated peptide. A key point is that in MTL<bold>a</bold>/&#x3b1; heterozygotes, both <bold>a</bold>-specfic, &#x3b1;-specific, and haploid specific gene expression is turned off, at least in <italic>S. cerevisiae</italic>, suggesting that the evolutionary pressure for <italic>C. albicans</italic> to become diploid derived in part from its use of farnesol as a QSM and a virulence factor (<xref ref-type="bibr" rid="B34">Nickerson and Atkin, 2016</xref>); the secreted farnesol would otherwise have been toxic to one or both of the haploid cell types.</p>
<p>The present paper examines the farnesol sensitivity for six diploid and ten haploid strains of <italic>C. albicans</italic>. The haploid strains, five <italic>MTL</italic>
<bold>a</bold> and five <italic>MTL</italic>&#x3b1;, were described by <xref ref-type="bibr" rid="B17">Hickman et al. (2013)</xref>. Transport of exogenous farnesol by a haploid specific mechanism was corroborated in that the heterozygous diploid strains of <italic>C. albicans</italic> were 2.4 times more resistant to 20&#x2013;40&#xa0;&#xb5;M farnesol than the <italic>MAT</italic>
<bold>a</bold> haploid cells, and 4.6 times more resistant than the <italic>MAT&#x3b1;</italic> haploid cells. Furthermore, the farnesol sensitivities of two <italic>MTL</italic>&#x3b1;/&#x3b1; and two <italic>MTL</italic>
<bold>a</bold>/<bold>a</bold> cell lines matched those of the &#x3b1; haploid and <bold>a</bold> haploid cells, respectively. These results provide a partial explanation for why <italic>C. albicans</italic> is primarily diploid and why heterozygous diploid strains of <italic>C. albicans</italic> are more virulent than homozygous diploids (<xref ref-type="bibr" rid="B27">Lockhart et al., 2005</xref>).</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Yeasts, media, and culture methods</title>
<p>A complete list of the yeast strains is in <xref ref-type="table" rid="T1">Table 1</xref>. The haploid <italic>C. albicans</italic> cell lines were previously described and obtained from the Judith Berman laboratory (<xref ref-type="bibr" rid="B17">Hickman et al., 2013</xref>). The BY4741-BY4743 <italic>S. cerevisiae</italic> series was purchased from EUROSCARF, Oberusel, Germany. The W303 series was obtained from Susan Wente, Vanderbilt University, Nashville, Tennessee. Cultures were grown in YPD [1% (w/v) yeast extract, 2% peptone (w/v) and 2% dextrose (w/v)] media. A 3&#xa0;mL overnight culture grown from a single colony was used to inoculate 50&#xa0;mL YPD in 250&#xa0;mL Erlenmeyer flask at an OD<sub>600</sub> of 0.1. The 50&#xa0;mL cultures were grown for 4&#x2013;6&#xa0;h at 30&#xb0;C on a rotary shaker set at 270 RPM until they had reached ca. 2 &#xd7; 10<sup>7</sup> cells&#xa0;mL<sup>&#x2212;1</sup> (OD<sub>600</sub> &#x3d; 0.5) whereupon they were subdivided into six 25&#xa0;mL Erlenmeyer flasks (5&#xa0;mL) containing 0&#x2013;200&#xa0;&#xb5;M farnesol in methanol and incubated as above for an additional 30&#xa0;min. The negative control without farnesol received 50&#xa0;&#xb5;L methanol (1%), equivalent to the methanol added for 200&#xa0;&#xb5;M farnesol. The E, E-farnesol stock solution (Sigma product &#x23; 277541) was sealed under nitrogen and stored at &#x2212;20&#xb0;C. Note that farnesol has a maximum water solubility of only 1&#x2013;1.2&#xa0;mM (<xref ref-type="bibr" rid="B22">Knobloch et al., 1988</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>
<italic>Candida albicans</italic> and <italic>Saccharomyces cerevisiae</italic> strains used in this study.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="4" align="center">
<italic>Candida albicans</italic>
</th>
</tr>
<tr>
<th align="center">Strains</th>
<th align="center">Ploidy</th>
<th align="center">Genotype</th>
<th align="center">Source</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="4" align="center">Heterozygous diploid</td>
</tr>
<tr>
<td align="center">SC5314</td>
<td align="center">Diploid</td>
<td align="center">WT <italic>MTL<bold>a</bold>
</italic>/&#x3b1;</td>
<td align="center">
<xref ref-type="bibr" rid="B19">Hornby et al. (2001)</xref>
</td>
</tr>
<tr>
<td align="center">A72</td>
<td align="center">Diploid</td>
<td align="center">WT</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">MEN</td>
<td align="center">Diploid</td>
<td align="center">WT</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">10261</td>
<td align="center">Diploid</td>
<td align="center">WT</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">3153A</td>
<td align="center">Diploid</td>
<td align="center">WT</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">RM1000</td>
<td align="center">Diploid</td>
<td align="left"/>
<td align="center">Atkin/Nickerson Collection</td>
</tr>
<tr>
<td colspan="4" align="center">
<italic>MTL<bold>a</bold>
</italic> haploid</td>
</tr>
<tr>
<td align="center">YJB12864</td>
<td align="center">Haploid</td>
<td align="center">
<italic>MTL<bold>a</bold>
</italic>
</td>
<td align="center">
<xref ref-type="bibr" rid="B17">Hickman et al. (2013)</xref>
</td>
</tr>
<tr>
<td align="center">YJB12814</td>
<td align="center">Haploid</td>
<td align="center">
<italic>MTL<bold>a</bold>
</italic>
</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">YJB12868</td>
<td align="center">Haploid</td>
<td align="center">
<italic>MTL<bold>a</bold>
</italic>
</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">YJB12870</td>
<td align="center">Haploid</td>
<td align="center">
<italic>MTL<bold>a</bold>
</italic>
</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">YJB12881</td>
<td align="center">Haploid</td>
<td align="center">
<italic>MTL<bold>a</bold>
</italic>
</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td colspan="4" align="center">
<italic>MTL</italic>&#x3b1; haploid</td>
</tr>
<tr>
<td align="center">YJB12804</td>
<td align="center">Haploid</td>
<td align="center">
<italic>MTL</italic>&#x3b1;</td>
<td align="center">
<xref ref-type="bibr" rid="B17">Hickman et al. (2013)</xref>
</td>
</tr>
<tr>
<td align="center">YJB12812</td>
<td align="center">Haploid</td>
<td align="center">
<italic>MTL</italic>&#x3b1;</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">YJB12818</td>
<td align="center">Haploid</td>
<td align="center">
<italic>MTL</italic>&#x3b1;</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">YJB12880</td>
<td align="center">Haploid</td>
<td align="center">
<italic>MTL</italic>&#x3b1;</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">YJB12875</td>
<td align="center">Haploid</td>
<td align="center">
<italic>MTL</italic>&#x3b1;</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td colspan="4" align="center">Homozygous diploid</td>
</tr>
<tr>
<td align="center">3294</td>
<td align="center">Diploid</td>
<td align="center">
<italic>MTL</italic>
<bold>
<italic>a</italic>
</bold>/<bold>
<italic>a</italic>
</bold>
</td>
<td align="center">
<xref ref-type="bibr" rid="B12">Dumitru et al. (2007)</xref>
</td>
</tr>
<tr>
<td align="center">3745</td>
<td align="center">Diploid</td>
<td align="center">
<italic>MTL</italic>
<bold>
<italic>a</italic>
</bold>/<bold>
<italic>a</italic>
</bold>
</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">3315</td>
<td align="center">Diploid</td>
<td align="center">
<italic>MTL</italic>&#x3b1;/&#x3b1;</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">3740</td>
<td align="center">Diploid</td>
<td align="center">
<italic>MTL</italic>&#x3b1;/&#x3b1;</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td colspan="4" align="center" style="background-color:#BFBFBF">
<italic>Saccharomyces cerevisiae</italic>
</td>
</tr>
<tr>
<td align="center" style="background-color:#BFBFBF">Strains</td>
<td align="center" style="background-color:#BFBFBF">Ploidy</td>
<td align="center" style="background-color:#BFBFBF">Genotype</td>
<td align="center" style="background-color:#BFBFBF">Source</td>
</tr>
<tr>
<td align="center">BY4741</td>
<td align="center">Haploid</td>
<td align="center">
<italic>MAT<bold>a</bold>
</italic>
</td>
<td align="center">
<xref ref-type="bibr" rid="B5">Brachmann et al. (1998)</xref>
</td>
</tr>
<tr>
<td align="center">BY4742</td>
<td align="center">Haploid</td>
<td align="center">
<italic>MAT</italic>&#x3b1;</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">BY4743</td>
<td align="center">Diploid</td>
<td align="center">
<italic>MAT<bold>a</bold>
</italic>/&#x3b1;</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">W303-1A</td>
<td align="center">Haploid</td>
<td align="center">
<italic>MAT<bold>a</bold>
</italic>
</td>
<td align="center">
<xref ref-type="bibr" rid="B45">Wente and Blobel (1993)</xref>
</td>
</tr>
<tr>
<td align="center">W303-1B</td>
<td align="center">Haploid</td>
<td align="center">
<italic>MAT</italic>&#x3b1;</td>
<td align="center">&#x201c;</td>
</tr>
<tr>
<td align="center">W303</td>
<td align="center">Diploid</td>
<td align="center">
<italic>MAT<bold>a</bold>
</italic>/&#x3b1;</td>
<td align="center">&#x201c;</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-2">
<title>2.2 Cell vitality by flow cytometry</title>
<p>Cell vitality was assessed as shown in <xref ref-type="fig" rid="F1">Figures 1A&#x2013;D</xref> using FungaLight Yeast Vitality Kit (Life Technologies) combined with FACS (<xref ref-type="bibr" rid="B3">Boone et al., 2017</xref>). The kit contains the cell permeable, non-specific esterase substrate 5-carboxyfluorescein diacetate, acetoxymethyl ester (CFDA,AM) to assess esterase housekeeping protein activity, and the cell impermeable, DNA intercalating agent, Propidium Iodide (PI) to assess membrane integrity. Probe fluorescence indicative of cell death of individual cells to varying concentrations of farnesol exposure was measured on a BDFACS Canto II (BD Biosciences, San Jose CA, United States) instrument interfaced with FACS Diva v6.11 software (Becton, Dickinson and Co., Franklin Lakes NJ, United States) and analyzed using Flowjo v10.2 software (TreeStar Inc., Ashland OR, United States). Instrument setup, acquisition, and data analysis using non-stained and single-stained controls was performed as suggested by ISAC, the International Society for Analytical Cytometry (<xref ref-type="bibr" rid="B24">Lee et al., 2008</xref>). Following the 30-min incubation with farnesol, 1&#xa0;mL aliquots were harvested by centrifugation (10,000&#xa0;g at 4&#xb0;C), washed once with an equal volume of PBS, diluted 10-fold (to 10<sup>6</sup> cells&#xa0;mL<sup>&#x2212;1</sup>) in PBS with 0.01% Tween 20, and incubated with 2&#xa0;&#xb5;M CFDA, AM and 9&#xa0;&#xb5;M PI probes for 20&#xa0;min in the dark, and analyzed by FACS. Non-stained, single probe stained, and double probe stained controls were used to ensure that a correct number of cells (10<sup>6</sup> cells&#xa0;mL<sup>&#x2212;1</sup>) were used to prevent non-stained cells biasing results (non-stained population &#x3c;5%). PE channel (PI stained or non-stained populations) histograms were used to assess the percentage of dead cells in the cultures, see <xref ref-type="fig" rid="F1">Figure 1D</xref>. Thus, each run generates a live/dead histogram and the values reported in <xref ref-type="fig" rid="F2">Figures 2</xref>&#x2013;<xref ref-type="fig" rid="F6">6</xref> are the mean &#xb1; SEM of three histograms.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Experimental setup for percent cell viability using flow cytometry <bold>(A)</bold>. Representative side scatter/forward scatter (SSC/FSC) plot gated to include whole cells (the P1 population) but exclude sample debris from analysis <bold>(B)</bold>. Cell death histogram for a non-stained sample (PI negative control) and heat killed sample (PI positive control) <bold>(C)</bold>. Four controls showing how the gates were defined. Live cells, no stain control; heat killed cells, single PI probe; heat killed cells, single CFDA-AM probe; live cells, double probe. For PI staining, the gate is the horizontal line, cells above the line are dead. For CFDA-AM staining, four vertical lines are the gates, cells to the right of the line are viable. These controls determine the correct number of cells to use, to avoid having non-stained cells biasing the results <bold>(D)</bold>. Sample histograms show the progression from live to dead cells following treatment with increasing concentrations of farnesol.</p>
</caption>
<graphic xlink:href="fphys-14-1207567-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<italic>Candida albicans</italic> wild-type diploid farnesol sensitivity at increasing farnesol concentrations. Mean &#xb1; SEM across strains were calculated for strains SC5314, A72, MEN, 10261, and 3153A only. RM 1000 is an auxotrophic mutant derived from SC5314. Statistical analysis by 2-way ANOVA with Tukey&#x2019;s <italic>post hoc</italic> correction. &#x2a;<italic>p</italic> &#x3c; 0.05, &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01.</p>
</caption>
<graphic xlink:href="fphys-14-1207567-g002.tif"/>
</fig>
</sec>
<sec id="s2-3">
<title>2.3 <italic>Saccharomyces</italic> farnesol stress--cell counting following PI staining</title>
<p>
<italic>S. cerevisiae</italic> cells were grown at 30&#xb0;C in 500&#xa0;mL flasks with 100&#xa0;mL liquid GPP (<xref ref-type="bibr" rid="B19">Hornby et al., 2001</xref>). To fulfill their respective auxotrophies, the BY471, BY4742, and BY4743 strains had added Leu, Lys, Met, His, and uracil and the W303 series had added Trp, Leu, His and adenine (all at 40&#xa0;&#x3bc;g/mL). After ca. 10&#xa0;h growth the mid-log cultures (OD<sub>600</sub> &#x3d; 2.0&#x2013;3.5) were diluted with fresh media to OD<sub>600</sub> &#x3d; 2.0 and then subdivided to compare their farnesol tolerance. For each strain, 10&#xa0;mL of culture was aliquoted into each of a series of 50&#xa0;mL flasks containing 0, 10, 20, 40, 80, and 200&#xa0;&#xb5;M farnesol and shaken at 220 RPM for 1&#xa0;h at 30&#xb0;C. Then 500&#xa0;&#xb5;L of the farnesol-stressed culture was mixed with 500&#xa0;&#xb5;L of propidium iodide (12&#xa0;&#x3bc;g/mL) for a final PI concentration of 6&#xa0;&#x3bc;g/mL and incubated for 10&#xa0;min in the dark (<xref ref-type="bibr" rid="B8">Davey and Hexley, 2011</xref>). The PI stock (MP Biochemicals, Solon, Ohio) was 3&#xa0;mg/mL in methanol, subsequently diluted by 40&#xa0;&#xb5;L in 10&#xa0;mL water (12&#xa0;&#x3bc;g/mL). In no case did the methanol exceed 1%. After their incubation with PI, the cultures were diluted 1:10 in water so that their cell densities better fit the dynamic range of the Countess II FL automated cell counter (Life Technologies, Carlsbad, CA). Ten &#xb5;L of culture was loaded into each chamber of the dual chamber cell counting slides (Invitrogen), thus providing technical duplicate values. Bright field intensity was set at 30 and red fluorescence (RFP) at 61. These values were chosen based on control cultures with less than 5% PI positive cells. Small debris was size excluded prior to analysis. Dead cells exhibited red fluorescence. Percent dead cells was measured in technical duplicate and biological triplicate. Data are biological triplicate means &#xb1; SD (<xref ref-type="fig" rid="F7">Figure 7</xref>) with live/dead ratios based on the percent of total cells which are positive (red); they are not dependent on cell size or the PI intensity per cell.</p>
</sec>
<sec id="s2-4">
<title>2.4 Statistical analysis</title>
<p>Statistical analyses were performed using Microsoft Excel (Version 16.52) and GraphPad Prism Software (Version 9.1.2). All data are represented as mean &#xb1; SEM unless otherwise stated. Normal distribution was accessed by visual inspection of Q-Q plots. Differences between two or more groups were accessed by Two-way ANOVA with Tukey&#x2019;s <italic>post hoc</italic> test if differences were significant. Differences were considered significant at <italic>p</italic> &#x3c; 0.05. Significance is denoted as &#x2a;<italic>p</italic> &#x3c; 0.05, &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Farnesol sensitivity of wild type diploid <italic>C. albicans</italic>
</title>
<p>Previous studies on the toxicity of exogenous farnesol to fungi have ignored the question of how farnesol enters the responding cell (<xref ref-type="bibr" rid="B29">Machida et al., 1998</xref>; <xref ref-type="bibr" rid="B40">Semighini et al., 2006</xref>). One explanation for why clinical isolates of <italic>C. albicans</italic> are so tolerant of exogenous farnesol invokes entry assisted by transport systems active in haploid cells but turned off or minimized in <italic>MTL</italic>
<bold>a</bold>/&#x3b1; heterozygous diploid cells. Step one in testing this hypothesis is establishing a baseline for diploid <italic>C. albicans</italic>, i.e., not just strain SC5314.</p>
<p>
<xref ref-type="fig" rid="F2">Figure 2</xref> shows the % cell death values for six diploid strains of <italic>C. albicans</italic> which had been stressed with 0&#x2013;200&#xa0;&#xb5;M farnesol, strains SC5314, A72, MEN, 10261, 3153A, and RM1000. The negative control (0&#xa0;&#xb5;M farnesol) showed that 1% methanol was not harmful to any of the strains tested. The percent cell death values were very similar for all strains; they were effectively resistant to &#x2264;20&#xa0;&#xb5;M exogenous farnesol and then exhibited 10, 20, and 44% cell death at 40, 80, and 200&#xa0;&#xb5;M farnesol, respectively (<xref ref-type="fig" rid="F2">Figure 2</xref>). The appearance of significant cell death at 80 and 200&#xa0;&#xb5;M farnesol (<xref ref-type="fig" rid="F2">Figure 2</xref>) does not contradict prior statements that <italic>C. albicans</italic> is resistant to 250&#x2013;300&#xa0;&#xb5;M farnesol (<xref ref-type="bibr" rid="B19">Hornby et al., 2001</xref>; <xref ref-type="bibr" rid="B39">Ramage et al., 2002</xref>) because of differences in the experimental design. In <xref ref-type="fig" rid="F2">Figure 2</xref> farnesol was added to actively growing, exponential phase cells, which are more sensitive to farnesol than nongrowing cells exposed to farnesol from time zero (<xref ref-type="bibr" rid="B43">Uppuluri et al., 2007</xref>; <xref ref-type="bibr" rid="B23">Langford et al., 2010</xref>). For strain SC5314, the % death values with increasing farnesol were confirmed by CFU values on YPD plates (data not shown) and all subsequent experiments (<xref ref-type="fig" rid="F2">Figures 2</xref>&#x2013;<xref ref-type="fig" rid="F4">4</xref>, <xref ref-type="fig" rid="F6">6</xref>) included SC5314 as a positive control.</p>
</sec>
<sec id="s3-2">
<title>3.2 Haploid <italic>C. albicans</italic> are more sensitive to exogenous farnesol than are diploid strains</title>
<p>Next, ten haploid strains, five <italic>MTL</italic>
<bold>a</bold> (<xref ref-type="fig" rid="F3">Figure 3</xref>) and five <italic>MTL&#x3b1;</italic> (<xref ref-type="fig" rid="F4">Figure 4</xref>), were analyzed by FACS for their farnesol sensitivities, whereupon their average % cell death values were compared to those previously found for the diploids (<xref ref-type="fig" rid="F5">Figure 5</xref>). The <italic>MTL</italic>
<bold>a</bold> (<xref ref-type="fig" rid="F3">Figure 3</xref>) and <italic>MTL&#x3b1;</italic> (<xref ref-type="fig" rid="F4">Figure 4</xref>) haploids gave tight clusters with low standard deviation; they exhibited significant cell death even at 10&#xa0;&#xb5;M farnesol, the lowest concentration tested. For farnesol concentrations from 10 to 80&#xa0;&#x3bc;M, the average % cell death values for the &#x3b1; haploids were roughly 2-times that for the <bold>a</bold> haploids (<xref ref-type="fig" rid="F5">Figure 5</xref>) and for all concentrations, the cell death values were in the order: diploid &#x3c; <bold>a</bold> haploid &#x3c; &#x3b1; haploid (<xref ref-type="fig" rid="F5">Figure 5</xref>). For the concentrations which we deem most physiologically significant (20&#x2013;40&#xa0;&#xb5;M), the relative cell death values were ca. 1:2:4 (<xref ref-type="fig" rid="F5">Figure 5</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>
<italic>Candida albicans MTL</italic>
<bold>a</bold> farnesol sensitivity at increasing farnesol concentrations. Mean &#xb1; SEM across strains were calculated. For each farnesol concentration, the cluster of 5&#xa0;bars reflect YJB 12814, 12864, 12868, 12870, and 12881 reading from left to right. Statistical analysis by 2-way ANOVA with Tukey&#x2019;s <italic>post hoc</italic> correction. &#x2a;<italic>p</italic> &#x3c; 0.05, &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001.</p>
</caption>
<graphic xlink:href="fphys-14-1207567-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>
<italic>Candida albicans MTL&#x3b1;</italic> farnesol sensitivity at increasing farnesol concentrations. Mean &#xb1; SEM across strains were calculated. For each farnesol concentration, the cluster of 5&#xa0;bars reflect YJB 12804, 12812, 12818, 12875, and 12880 reading from left to right. Statistical analysis by 2-way ANOVA with Tukey&#x2019;s <italic>post hoc</italic> correction. &#x2a;<italic>p</italic> &#x3c; 0.05, &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001.</p>
</caption>
<graphic xlink:href="fphys-14-1207567-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<italic>Candida albicans</italic> wild-type diploid versus <italic>MTL</italic>
<bold>a</bold> versus <italic>MTL&#x3b1;</italic> haploid farnesol sensitivity at increasing farnesol concentrations. Mean &#xb1; SEM signified by errors bars are from <xref ref-type="fig" rid="F3">Figures 3</xref>, <xref ref-type="fig" rid="F4">4</xref>, this figure, respectively. The average fold differences are reported below [F], with the diploid averages assigned a value of 1. At 0&#xa0;&#x3bc;M farnesol fold difference is not significant because total cell death was miniscule. Statistical analysis by 2-way ANOVA with Tukey&#x2019;s <italic>post hoc</italic> correction. &#x2a;<italic>p</italic> &#x3c; 0.05, &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001.</p>
</caption>
<graphic xlink:href="fphys-14-1207567-g005.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 The farnesol sensitivity of homozygous diploids reflects their <italic>MTL</italic> genotype, not their ploidy</title>
<p>We also examined the farnesol sensitivity of four <italic>MTL</italic> homozygous diploids previously used to demonstrate anaerobic mating in <italic>C. albicans</italic> (<xref ref-type="bibr" rid="B12">Dumitru et al., 2007</xref>). As seen in <xref ref-type="fig" rid="F6">Figure 6</xref>, the homozygous diploids exhibited % cell death values comparable with those observed for the corresponding haploid strains. The two <italic>MTL&#x3b1;/&#x3b1;</italic> strains (3,315 and 3,740) matched the high cell death rates of the <italic>MTL&#x3b1;</italic> haploids (<xref ref-type="fig" rid="F4">Figure 4</xref>) while the two <italic>MTL</italic>
<bold>a</bold>
<italic>/</italic>
<bold>a</bold> strains (3,294 and 3,745) matched those of the <italic>MTL</italic>
<bold>a</bold> haploids (<xref ref-type="fig" rid="F3">Figure 3</xref>). These data suggest that it is the combination of <italic>MTL</italic>
<bold>a</bold>
<italic>/&#x3b1;</italic> in the heterozygous diploids which confers farnesol resistance rather than the duplicated DNA content.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>
<italic>Candida albicans</italic> homozygous diploid farnesol sensitivity. Strains 3,315 and 3,740 &#x3d; <italic>MTL&#x3b1;/&#x3b1;</italic>; strains 3,294 and 3,745 &#x3d; <italic>MTL</italic>
<bold>a</bold>
<italic>/</italic>
<bold>a</bold>. Statistical analysis by 2-way ANOVA with Tukey&#x2019;s <italic>post hoc</italic> correction. &#x2a;<italic>p</italic> &#x3c; 0.05, &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001.</p>
</caption>
<graphic xlink:href="fphys-14-1207567-g006.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>3.4 Haploid <italic>S. cerevisiae</italic> are more sensitive to exogenous farnesol than are diploid strains</title>
<p>The rationale for why diploid cells of <italic>C. albicans</italic> might be more farnesol tolerant than haploid cells applies equally to the model yeast <italic>S. cerevisiae</italic> because it too employs a farnesylated peptide as the <bold>a</bold>-pheromone (<xref ref-type="bibr" rid="B31">Michaelis and Barrowman, 2012</xref>). Two matched sets of <italic>S. cerevisiae</italic> diploid/<bold>a</bold> haploid/&#x3b1; haploid strains were examined in a PI based live/dead assay (<xref ref-type="fig" rid="F7">Figure 7</xref>). All the negative control cultures (without added farnesol) had &#x3c;5% PI positive cells. The results for the BY (<xref ref-type="fig" rid="F7">Figure 7A</xref>) and W303 (<xref ref-type="fig" rid="F7">Figure 7B</xref>) series were almost identical. As expected, the % PI positive cells were 20%&#x2013;30% greater for <italic>S. cerevisiae</italic> (<xref ref-type="fig" rid="F7">Figure 7</xref>) than for <italic>C. albicans</italic> (<xref ref-type="fig" rid="F5">Figure 5</xref>) and the cell death values for all farnesol concentrations were in the same order: diploid &#x3c; <bold>a</bold> haploid &#x3c; &#x3b1; haploid (<xref ref-type="fig" rid="F7">Figure 7</xref>). We conclude that the underlying mechanisms for the greater farnesol resistance exhibited by diploid yeasts are likely the same.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>
<italic>Saccharomyces cerevisiae</italic> diploid versus <italic>MAT</italic>
<bold>a</bold> versus <italic>MAT&#x3b1;</italic> haploid farnesol sensitivity at increasing farnesol concentrations <bold>(A)</bold>. BY4741-4743 series <bold>(B)</bold>. W303 series. Mean &#xb1; SD (<italic>n</italic> &#x3d; 3) with statistical analysis by 2-way ANOVA with Tukey&#x2019;s <italic>post hoc</italic> correction. &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001.</p>
</caption>
<graphic xlink:href="fphys-14-1207567-g007.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>The adaptations made by a potential pathogen to become a successful pathogen are important and intriguing. <italic>C. albicans</italic> employs farnesol as one of its several virulence factors (<xref ref-type="bibr" rid="B33">Navarathna et al., 2007</xref>; <xref ref-type="bibr" rid="B16">Hargarten et al., 2015</xref>) and farnesol is a highly bioactive molecule. It is toxic to many fungi (<xref ref-type="bibr" rid="B40">Semighini et al., 2006</xref>) and its mode of action is thought to include interaction with fungal mitochondria leading to lethal levels of ROS production (<xref ref-type="bibr" rid="B29">Machida et al., 1998</xref>) and apoptosis (<xref ref-type="bibr" rid="B40">Semighini et al., 2006</xref>; <xref ref-type="bibr" rid="B41">Shirtliff et al., 2009</xref>). Any organism producing an antibiotic or other bioactive, biocidal molecule must perforce evolve mechanisms to protect itself from that molecule. We previously suggested that <italic>C. albicans</italic> and <italic>C. dubliniensis</italic> evolved to use UQ9 rather than UQ7 in part to protect themselves from their secreted farnesol (<xref ref-type="bibr" rid="B37">Pathirana et al., 2020</xref>). We now suggest that the push towards diploidization may have served a similar purpose. We have taken advantage of the collection of <bold>a</bold> and &#x3b1; haploid isolates of <italic>C. albicans</italic> (<xref ref-type="bibr" rid="B17">Hickman et al., 2013</xref>) to examine their sensitivity to exogenous farnesol. Marked differences were observed. With regard to farnesol sensitivity, all strains showed increasing percent cell death by flow cytometry as the farnesol concentration increased from 0 to 200&#xa0;&#xb5;M. However, the farnesol cell death values for the <bold>a</bold>/&#x3b1; diploid strains were always far less than for the haploid strains, with the % cell death values for diploids, <bold>a</bold> haploids, and &#x3b1; haploids being in the ratio of 1:2:4 (<xref ref-type="fig" rid="F5">Figure 5</xref>). Thus, the higher farnesol sensitivity of &#x3b1; cells presents the opportunity for one haploid cell type to kill the other. These data are consistent with the suggestion that the secretion of farnesol as a QSM and as a virulence factor provided an evolutionary driving force for the diploidization of <italic>C. albicans</italic> (<xref ref-type="bibr" rid="B34">Nickerson and Atkin, 2016</xref>).</p>
<p>These results show the correlation of mating type with farnesol sensitivity (entry) and they are consistent with most of the predictions made by <xref ref-type="bibr" rid="B34">Nickerson and Atkin (2016)</xref>. These predictions were based on both <italic>S. cerevisiae</italic> (<xref ref-type="bibr" rid="B31">Michaelis and Barrowman, 2012</xref>) and <italic>C. albicans</italic> (<xref ref-type="bibr" rid="B10">Dignard et al., 2007</xref>) using farnesylated peptide pheromones secreted by <italic>MTL</italic>
<bold>a</bold> strains and then bound by <italic>MTL&#x3b1;</italic> strains. These functions are accomplished by Ste6p in <italic>MTL</italic>
<bold>a</bold> and Ste3p in <italic>MTL&#x3b1;</italic>, respectively. Because both of these proteins are able to distinguish the farnesylated and non-farnesylated peptides, we hypothesized that they or related proteins would also be able to transport farnesol, or allow passage of farnesol, possibly at a reduced efficiency. The data presented in this paper are consistent with the idea that the haploid strains are more sensitive to exogenous farnesol because they have and express a set of genes that are unique to the <italic>MTL</italic>
<bold>a</bold> and <italic>MTL</italic>&#x3b1; strains, or any other gene which is transcribed in a ploidy-specific or mating type specific manner.</p>
<p>As an intriguing possibility, <xref ref-type="bibr" rid="B42">Srikantha et al. (2012)</xref> showed that the <italic>MTL</italic> locus of <italic>C. albicans</italic> contained the mating type genes and also three apparently unrelated &#x201c;nonsex&#x201d; genes, the essential phosphatidyl inositol kinase gene, <italic>PIK</italic>, the poly(A) polymerase gene, <italic>PAP</italic>, and the nonessential oxysterol binding protein gene, <italic>OBP</italic>. The <italic>MTL</italic>
<bold>a</bold> and <italic>MTL</italic>&#x3b1; loci both contain all three nonsex genes. Importantly, the DNA homologues of the <bold>a</bold> and &#x3b1; copies of <italic>PIK</italic>, <italic>PAP</italic>, and <italic>OBP</italic> were 58, 66, and 66% while the identity of the deduced <bold>a</bold> and &#x3b1; proteins encoded by <italic>PIK</italic>, <italic>PAP</italic>, and <italic>OBP</italic> were 81, 89, and 91%, respectively (<xref ref-type="bibr" rid="B42">Srikantha et al., 2012</xref>). These numbers are in marked contrast to the DNA homology (99.5%) and protein identity (99.6%) values for 50 genes neighboring the <italic>MTL</italic> locus (<xref ref-type="bibr" rid="B42">Srikantha et al., 2012</xref>).</p>
<p>The potential importance of these nonsex genes is evident in prior work from the Soll laboratory (<xref ref-type="bibr" rid="B46">Yi et al., 2011</xref>) when they showed that the biofilms produced by <italic>C. albicans MTL</italic>
<bold>a</bold>/&#x3b1; cells differed dramatically from those produced by <italic>MTL</italic>
<bold>a</bold>/<bold>a</bold> or <italic>MTL</italic>&#x3b1;/&#x3b1; cells. The biofilms were similar morphologically, but they were structurally and functionally distinct. In particular, biofilms formed by <italic>MTL</italic>
<bold>a</bold>/&#x3b1; cells were impermeable to molecules in the size range of 140&#x2013;300&#xa0;Da and resistant to many antifungals whereas the <italic>MTL</italic>
<bold>a</bold>/<bold>a</bold> and <italic>MTL</italic>&#x3b1;/&#x3b1; biofilms were permeable to molecules in this size range and susceptible to those antifungals (<xref ref-type="bibr" rid="B46">Yi et al., 2011</xref>). Farnesol has a molecular weight of 222, <xref ref-type="bibr" rid="B42">Srikantha et al. (2012)</xref> showed that <italic>OBP</italic> was an essential gene for biofilm impermeability and fluconazole resistance. Since the biofilms are morphologically indistinguishable, this difference in susceptibility suggests critical differences at the individual cell level.</p>
<p>Currently, our data show the importance of ploidy and mating type (<bold>a</bold> vs. &#x3b1;); they do not show anything further regarding an actual mechanism. Another possibility is that the ploidy state and/or mating type may determine more or less active farnesol metabolism in the cell, hence more or less resistance to growth inhibition or killing by farnesol. In this regard, neither <italic>C. albicans</italic> nor <italic>S. cerevisiae</italic> appears to have the two-step farnesol salvage pathway (<xref ref-type="bibr" rid="B7">Crick et al., 1997</xref>) whereby farnesol is converted to FPP (<xref ref-type="bibr" rid="B44">Verdaguer et al., 2022</xref>). This pathway is present in plants, animals, and bacteria but the relevant genes (<italic>VTE5</italic> and <italic>VTE6</italic> from <italic>Arabidopsis thaliana</italic>) have no homologs in either the <italic>Candida</italic> or <italic>Saccharomyces</italic> Genome Databases. Other regulated mechanisms for farnesol metabolism are still possible. In <xref ref-type="bibr" rid="B4">Boone et al. (2022)</xref> we followed the intracellular farnesol levels (F<sub>i</sub>) for <italic>C. albicans</italic> SC5314 over 3&#xa0;days of growth. The per cell F<sub>i</sub> increased continuously during exponential growth but then decreased during stationary phase until they returned to their pre-growth levels. Such a decrease in F<sub>i</sub> could have many explanations. However, a subsequent study of 164 transcription regulator knockout mutants in the Homann collection (<xref ref-type="bibr" rid="B18">Homann et al., 2009</xref>) identified two high-accumulating mutants that did not exhibit the decay in farnesol levels during stationary phase, suggesting that an otherwise uncharacterized farnesol modification/degradation mechanism is absent in these mutants (<xref ref-type="bibr" rid="B15">Gutzmann et al., 2023</xref>). Clearly there is an abundance of possible mechanisms for the ploidy and mating type specific differences we have observed.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>CB: conception and design, methodology, data collection; KP: data collection; DG: visualization, data analysis; AA: resources, supervision, writing, editing; KN: conception and design, resources, funding, writing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by Ann L. Kelsall and the Farnesol and <italic>C. albicans</italic> Research Fund, University of Nebraska Foundation.</p>
</sec>
<ack>
<p>We thank Judy Berman for providing the haploid isolates of <italic>C. albicans</italic>.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<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>
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