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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2023.1201230</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Novel parasitic chytrids infecting snow algae in an alpine snow ecosystem in Japan</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Nakanishi</surname><given-names>Hiroaki</given-names></name><xref rid="aff1" ref-type="aff"><sup>1</sup></xref><xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2261353/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Seto</surname><given-names>Kensuke</given-names></name><xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2335724/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Takeuchi</surname><given-names>Nozomu</given-names></name><xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/222075/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Kagami</surname><given-names>Maiko</given-names></name><xref rid="aff2" ref-type="aff"><sup>2</sup></xref><xref rid="c002" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/99090/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Graduate School of Environment and Information Sciences, Yokohama National University</institution>, <addr-line>Yokohama, Kanagawa</addr-line>, <country>Japan</country></aff>
<aff id="aff2"><sup>2</sup><institution>Faculty of Environment and Information Sciences, Yokohama National University</institution>, <addr-line>Yokohama, Kanagawa</addr-line>, <country>Japan</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Earth Sciences, Graduate School of Science, Chiba University</institution>, <addr-line>Chiba</addr-line>, <country>Japan</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by"><p>Edited by: Katsumi Matsuura, Tokyo Metropolitan University, Japan</p></fn>
<fn id="fn0002" fn-type="edited-by"><p>Reviewed by: Daniel Remias, University of Salzburg, Austria; Tamotsu Hoshino, Hachinohe Institute of Technology, Japan</p></fn>
<corresp id="c001">&#x002A;Correspondence: Hiroaki Nakanishi, <email>nakanishi-hiroaki-py@ynu.jp</email></corresp>
<corresp id="c002">Maiko Kagami, <email>kagami-maiko-bd@ynu.ac.jp</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1201230</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Nakanishi, Seto, Takeuchi and Kagami.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Nakanishi, Seto, Takeuchi and Kagami</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>Microbial communities are important components of glacier and snowpack ecosystems that influence biogeochemical cycles and snow/ice melt. Recent environmental DNA surveys have revealed that chytrids dominate the fungal communities in polar and alpine snowpacks. These could be parasitic chytrids that infect snow algae as observed microscopically. However, the diversity and phylogenetic position of parasitic chytrids has not been identified due to difficulties in establishing their culture and subsequent DNA sequencing. In this study, we aimed to identify the phylogenetic positions of chytrids infecting the snow algae, <italic>Chloromonas spp.</italic>, bloomed on snowpacks in Japan.</p>
</sec>
<sec>
<title>Methods</title>
<p>By linking a microscopically picked single fungal sporangium on a snow algal cell to a subsequent sequence of ribosomal marker genes, we identified three novel lineages with distinct morphologies.</p>
</sec>
<sec>
<title>Results</title>
<p>All the three lineages belonged to Mesochytriales, located within &#x201C;Snow Clade 1&#x201D;, a novel clade consisting of uncultured chytrids from snow-covered environments worldwide. Additionally, putative resting spores of chytrids attached to snow algal cells were observed.</p>
</sec>
<sec>
<title>Discussion</title>
<p>This suggests that chytrids may survive as resting stage in soil after snowmelt. Our study highlights the potential importance of parasitic chytrids that infect snow algal communities.</p>
</sec>
</abstract>
<kwd-group>
<kwd>snow algae</kwd>
<kwd>fungi</kwd>
<kwd>chytrid</kwd>
<kwd>host&#x2013;parasite interactions</kwd>
<kwd>snowpacks</kwd>
<kwd>polar and alpine ecosystems</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="64"/>
<page-count count="10"/>
<word-count count="6622"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Microbiological Chemistry and Geomicrobiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro"><label>1.</label>
<title>Introduction</title>
<p>Seasonal snowpacks are inhabited by diverse organisms of various taxonomic groups, including photosynthetic primary producers (snow algae and cyanobacteria) (<xref ref-type="bibr" rid="ref55">Takeuchi, 2001</xref>; <xref ref-type="bibr" rid="ref15">Hoham and Remias, 2020</xref>) and heterotrophic microorganisms (bacteria, fungi, and micro invertebrates) (<xref ref-type="bibr" rid="ref65">Yakimovich et al., 2020</xref>; <xref ref-type="bibr" rid="ref5">Fio&#x0142;ka et al., 2021</xref>; <xref ref-type="bibr" rid="ref31">Kobayashi et al., 2023</xref>). During snowmelt, snow algae grow on snow surfaces, which covers the surface with green or red color (<xref ref-type="bibr" rid="ref14">Hoham and Duval, 2001</xref>). Colored snow is typically dominated by algae belonging to the phylum Chlorophyta (<xref ref-type="bibr" rid="ref47">Proch&#x00E1;zkov&#x00E1; et al., 2019</xref>; <xref ref-type="bibr" rid="ref15">Hoham and Remias, 2020</xref>; <xref ref-type="bibr" rid="ref44">Nakashima et al., 2021</xref>; <xref ref-type="bibr" rid="ref46">Ono et al., 2021</xref>). Snow algae also accelerate snowmelt, as they can reduce the albedo of snow surface, resulting in increased absorption of solar radiation by snow (<xref ref-type="bibr" rid="ref38">Lutz et al., 2016</xref>; <xref ref-type="bibr" rid="ref8">Ganey et al., 2017</xref>; <xref ref-type="bibr" rid="ref16">Hotaling et al., 2021</xref>). Several taxonomic studies have been performed on snow algae to elucidate their ecology (<xref ref-type="bibr" rid="ref39">Matsuzaki et al., 2015</xref>, <xref ref-type="bibr" rid="ref40">2018</xref>, <xref ref-type="bibr" rid="ref41">2019</xref>; <xref ref-type="bibr" rid="ref52">Segawa et al., 2018</xref>; <xref ref-type="bibr" rid="ref47">Proch&#x00E1;zkov&#x00E1; et al., 2019</xref>). Some bacteria and fungi have symbiotic or parasitic relationships with snow algae, and they may affect snow algal population (<xref ref-type="bibr" rid="ref56">Terashima et al., 2017</xref>). Recently, some studies have attempted to characterize the snow algae&#x2013;bacteria relationships using 16S rRNA gene amplicon sequencing and co-cultivation with snow algae (<xref ref-type="bibr" rid="ref56">Terashima et al., 2017</xref>; <xref ref-type="bibr" rid="ref34">Krug et al., 2020</xref>). However, few studies have focused on the snow algae&#x2013;fungus relationship, and the taxonomic knowledge of this relationship is particularly poor.</p>
<p>Recent environmental DNA analyses have revealed that diverse fungi inhabit alpine snowpacks worldwide and chytrids often dominate fungal communities (<xref ref-type="bibr" rid="ref6">Freeman et al., 2009</xref>; <xref ref-type="bibr" rid="ref51">Schmidt et al., 2012</xref>; <xref ref-type="bibr" rid="ref43">Naff et al., 2013</xref>; <xref ref-type="bibr" rid="ref2">Brown et al., 2015</xref>; <xref ref-type="bibr" rid="ref65">Yakimovich et al., 2020</xref>). Novel clades composed mainly of environmental DNA sequences from snow-covered regions were identified in Chytridiomycota (<xref ref-type="bibr" rid="ref43">Naff et al., 2013</xref>). However, as these chytrid sequences were directly obtained from soil and snow samples and not from cultures, their morphology, life cycles, and ecology remain unknown.</p>
<p>Microscopic observations have shown that chytrids infect algae in alpine snowpacks and glaciers. <xref ref-type="bibr" rid="ref32">Kol (1942)</xref> reported that a chytrid, morphologically identified as <italic>Rhizophidium sphaerocarpum</italic>, infects the glacier alga <italic>Ancylonema nordenskioldii</italic> on a glacier in Alaska. Additionally, chytrids infecting the snow alga <italic>Sanguina nivaloides</italic> (formerly known as <italic>Chlamydomonas nivalis</italic>) have been observed in polar and alpine snowpacks (<xref ref-type="bibr" rid="ref30">Kobayashi and Okubo, 1954</xref>; <xref ref-type="bibr" rid="ref33">Kol, 1968</xref>; <xref ref-type="bibr" rid="ref65">Yakimovich et al., 2020</xref>; <xref ref-type="bibr" rid="ref5">Fio&#x0142;ka et al., 2021</xref>; <xref ref-type="bibr" rid="ref31">Kobayashi et al., 2023</xref>). As observed in lakes, these chytrids may suppress algal populations and affect trophic dynamics in snow ecosystems (<xref ref-type="bibr" rid="ref20">Kagami et al., 2007</xref>; <xref ref-type="bibr" rid="ref7">Frenken et al., 2017</xref>). However, as they have not yet been cultured, their diversity and phylogenetic positions have not been determined.</p>
<p>This study aimed to determine the phylogenetic position of parasitic chytrids that infect snow algae. We used single-spore PCR to sequence uncultured chytrids in the bloom of snow alga <italic>Chloromonas</italic> spp. in alpine snowpacks in Japan. This method enabled us to directly link microscopic observations to DNA sequencing without culturing (<xref ref-type="bibr" rid="ref18">Ishida et al., 2015</xref>; <xref ref-type="bibr" rid="ref21">Kagami et al., 2021</xref>; <xref ref-type="bibr" rid="ref60">Van den Wyngaert et al., 2022</xref>). This study provides the first phylogenetic evidence of parasitic chytrids infecting snow algae in alpine regions.</p>
</sec>
<sec id="sec2" sec-type="materials|methods"><label>2.</label>
<title>Materials and methods</title>
<sec id="sec3"><label>2.1.</label>
<title>Study site</title>
<p>The field study was performed on Mt. Gassan, Yamagata prefecture in Japan at two sites, Site A (38&#x00B0; 29&#x2032; N, 140&#x00B0; 00&#x2032; E 770&#x2009;m above sea level (a. s. l.); <xref rid="fig1" ref-type="fig">Figure 1A</xref>) and Site B (38&#x00B0; 31&#x2032; N, 140&#x00B0; 00&#x2032; E 1,150&#x2009;m a. s. l.; <xref rid="fig1" ref-type="fig">Figure 1B</xref>). A large amount of snow accumulates in Mount Gassan every winter (<xref ref-type="bibr" rid="ref22">Kariya, 2005</xref>). At Sites A and B, green snow appeared from late April to mid-June (<xref rid="fig2" ref-type="fig">Figures 2A</xref>,<xref rid="fig2" ref-type="fig">C</xref>). The vegetation at the study site is dominated by mountain broad-leaved deciduous trees, including <italic>Fagus crenata</italic> shown in <xref rid="fig1" ref-type="fig">Figure 1A</xref>, up to an elevation of 1,500&#x2009;m a. s. l.</p>
<fig position="float" id="fig1"><label>Figure 1</label>
<caption>
<p>Photographs of the landscape of the sampling sites on Mt. Gassan in Japan. <bold>(A)</bold>: Site A (770 &#x2009;m a. s. l.). The map shows the location of Mt. Gassan. <bold>(B)</bold>: Site B (1150&#x2009; m a. s. l.).</p>
</caption>
<graphic xlink:href="fmicb-14-1201230-g001.tif"/>
</fig>
<fig position="float" id="fig2"><label>Figure 2</label>
<caption>
<p><bold>(A)</bold>: Green snow at Site A and <bold>(B)</bold>: micrograph of the green snow at Site A. <bold>(C)</bold>: Vertical section of green snow at Site B and <bold>(D)</bold>: micrograph of the green snow at Site B. All scale bars: 20 &#x2009;&#x03BC;m.</p>
</caption>
<graphic xlink:href="fmicb-14-1201230-g002.tif"/>
</fig>
</sec>
<sec id="sec4"><label>2.2.</label>
<title>Sample collection</title>
<p>Samples were collected from green snow that appeared in May 2021 and May 2022 at the two sites (<xref rid="fig2" ref-type="fig">Figures 2A</xref>,<xref rid="fig2" ref-type="fig">C</xref>). The 2021 samples were collected in 15&#x2009;mL plastic tubes, stored in a box filled with snow, and transported to a laboratory. Some tubes were stored at &#x2212;80&#x00B0;C for DNA analysis in a deep freezer (MDF-C8V1-PJ, Panasonic, Japan). The remaining tubes were incubated at 3&#x00B0;C under dim light 20&#x2009;&#x03BC;mol photons m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup> and 12:12&#x2009;h light:dark cycle in an incubator (SLC-25A, Mitsubishi Electric Engineering, Japan). The incubated samples were observed under a light microscope (IX71, Olympus, Japan) every few days to identify parasitic chytrids infecting <italic>Chloromonas</italic> spp.</p>
</sec>
<sec id="sec5"><label>2.3.</label>
<title>Microscopic observation</title>
<p>Many snow algal cells of <italic>Chloromonas</italic> spp. were present in the green snow at both the sites (<xref rid="fig2" ref-type="fig">Figures 2B</xref>,<xref rid="fig2" ref-type="fig">D</xref>). After calcofluor white fluorescent (CFW) &#x2013;wheat germ agglutinin (WGA) double staining (<xref ref-type="bibr" rid="ref29">Klawonn et al., 2023</xref>), the samples were observed under a microscope to identify parasitic chytrids infecting <italic>Chloromonas</italic> spp. Green snow samples were aliquoted into 1&#x2009;mL Eppendorf tubes, and 5&#x2009;&#x03BC;g&#x2009;mL<sup>&#x2212;1</sup> of CFW (Fluorescent Brightener 28, Sigma Aldrich, United States) and 5&#x2009;&#x03BC;g&#x2009;mL<sup>&#x2212;1</sup> of WGA (Wheat Germ Agglutinin, Alexa Fluor<sup>&#x2122;</sup> 488 conjugate, Thermo Fisher Scientific, United States) were added. CFW and WGA can be used simultaneously because they have different binding target structures and absorb at different wavelengths, making the detection of chitin in fungal cell walls reliable (<xref ref-type="bibr" rid="ref29">Klawonn et al., 2023</xref>). Photographs were taken using a digital camera (Advancam 305 color, Carl Zeiss, Germany) at differential interference contrast, blue fluorescence excitation (CFW), and green fluorescence excitation (WGA) on a fluorescence microscope (AXIO Imager. M2, Carl Zeiss, Germany). Based on the micrographs, the chytrids were morphologically typed (<xref rid="fig3" ref-type="fig">Figure 3</xref>). Chytrids with thick cell walls that accumulated single or multiple intracellular lipid globules were classified as the resting spore (<xref ref-type="bibr" rid="ref53">Seto et al., 2017</xref>). To calculate the prevalence of chytrid infection in algal cells, we counted the number of algal cells with and without chytrids in six samples collected at Site A in May 2021. More than 200 algal cells were counted in each sample. The prevalence of infection was calculated as the number of infected algal cells divided by the total number of algal cells counted.</p>
<fig position="float" id="fig3"><label>Figure 3</label>
<caption>
<p>Micrographs of three sporangium type and resting spore of parasitic chytrids infecting <italic>Chloromonas</italic> spp. <bold>(A&#x2013;C)</bold>; Sp1, <bold>(D&#x2013;F)</bold>; Sp2, <bold>(G&#x2013;I)</bold>; Sp3, <bold>(J&#x2013;O)</bold>; resting spores. All scale bars are 10&#x2009;&#x03BC;m. DIC, differential interference contrast; CFW, under blue fluorescent excitation after CFW staining; WGA, under green fluorescent excitation after WGA staining; rhi, rhizoids; l, lipid globules; RS, resting spore.</p>
</caption>
<graphic xlink:href="fmicb-14-1201230-g003.tif"/>
</fig>
</sec>
<sec id="sec6"><label>2.4.</label>
<title>Single-spore PCR</title>
<sec id="sec7"><label>2.4.1.</label>
<title>Microscopic observation and isolation of parasitic chytrids</title>
<p>The cryopreserved and incubated samples were used for single-cell isolation. The cryopreserved samples were thawed at room temperature (approximately 20&#x00B0;C) before analysis. To stain the fungal cell wall, 5&#x2009;&#x03BC;L of CFW was added to 1&#x2009;mL of the samples. Chytrids infecting snow algae <italic>Chloromonas</italic> spp. were observed under an inverted fluorescence microscope (IX71, Olympus, Japan) and photographed using a digital camera (DP21, Olympus, Japan). The chytrid and host cells were isolated using a capillary pipette at room temperature. The isolated cells were washed three times with autoclaved deionized water to remove contamination of other fungi, and the cells were individually transferred into 200&#x2009;&#x03BC;L PCR tubes with a small amount of deionized water.</p>
</sec>
<sec id="sec8"><label>2.4.2.</label>
<title>DNA extraction</title>
<p>DNA extraction was performed using the HotSHOT method (<xref ref-type="bibr" rid="ref59">Truett et al., 2000</xref>). PCR tubes containing isolated cells were filled with 5&#x2009;&#x03BC;L of alkaline lysis buffer (20&#x2009;mM EDTA and 0.2&#x2009;mM NaOH; pH 12) and heat-treated in a thermal cycler (MiniAmp Plus, Thermo Fisher Scientific, United States) at 96&#x00B0;C for 10&#x2009;min and 5&#x00B0;C for 5&#x2009;min. Subsequently, 5&#x2009;&#x03BC;L of neutralization buffer (40&#x2009;mM Tris hydrochloride, pH 5) was added and stored at &#x2212;80&#x00B0;C.</p>
</sec>
<sec id="sec9"><label>2.4.3.</label>
<title>PCR amplification and sequencing</title>
<p>The extracted DNA was subjected to PCR amplification of the ribosomal RNA gene (rDNA) region in a thermal cycler using several fungus-specific primer sets (<xref rid="tab1" ref-type="table">Table 1</xref>) and the DNA polymerase KOD FX Neo (TOYOBO, Japan). PCR was performed in 10&#x2009;&#x03BC;L volume composed of 1.3&#x2009;&#x03BC;L of sterile ultrapure water, 5&#x2009;&#x03BC;L of 2&#x00D7; PCR Buffer for KOD FX Neo, 2&#x2009;&#x03BC;L of dNTPs (2&#x2009;mM), 0.2&#x2009;&#x03BC;L of each primer (10&#x2009;&#x03BC;M), 0.2&#x2009;&#x03BC;L of KOD FX Neo, 0.1&#x2009;&#x03BC;L of bovine serum albumin (50&#x2009;mg&#x2009;mL<sup>&#x2212;1</sup>, Wako, Japan), and 1&#x2009;&#x03BC;L of extracted DNA. The thermal cycle for PCR was (1) 95&#x00B0;C for 5&#x2009;min, (2) 12&#x2009;cycles of denaturation at 95&#x00B0;C for 30&#x2009;s, annealing at 54&#x2013;48&#x00B0;C for 30&#x2009;s (decrease of 0.5&#x00B0;C per cycle), extension at 68&#x00B0;C for 4&#x2009;min, and (3) 23&#x2009;cycles of 95&#x00B0;C for 30&#x2009;s, 48&#x00B0;C for 30&#x2009;s, and 68&#x00B0;C for 4&#x2009;min. The PCR products were purified using ExoSAP-IT (Affymetrix, United States). Sequencing was performed using the commercial service of Eurofins Genomics in Japan with the sequencing primers listed in <xref rid="tab2" ref-type="table">Table 2</xref>. Differences in the PCR success rate in isolated chytrids at sporangial stage and at resting spore stage were assessed by Fisher&#x2019;s exact probability test. The statistical analysis was performed using R software (version 4.2.1; <xref ref-type="bibr" rid="ref13">R Core Team, 2022</xref>).<xref rid="fn0003" ref-type="fn"><sup>1</sup></xref></p>
<table-wrap position="float" id="tab1"><label>Table 1</label>
<caption>
<p>List of primers used for PCR amplification of rDNA region of chytrids.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Genomic target</th>
<th align="left" valign="top">Name of the primer</th>
<th align="left" valign="top">Primer sequence (5&#x2032;-3&#x2032;)</th>
<th align="left" valign="top">References</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="2">18S rDNA</td>
<td align="left" valign="middle">NS1short</td>
<td align="left" valign="middle">CAGTAGTCATATGCTTGTC</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref64">Wurzbacher et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle">AU4v2</td>
<td align="left" valign="middle">GCCTCACTAAGCCATTC</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref35">Lazarus and James (2015)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">ITS1-5.8S-ITS2</td>
<td align="left" valign="middle">ITS1-F</td>
<td align="left" valign="middle">CTTGGTCATTTAGAGGAAGTAA</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref9">Gardes and Bruns (1993)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle">5.8S</td>
<td align="left" valign="middle">CGCTGCGTTCTTCATCG</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref62">Vilgalys and Hester (1990)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle">ITS4</td>
<td align="left" valign="middle">TCCTCCGCTTATTGATATGC</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref63">White et al. (1990)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">28S rDNA</td>
<td align="left" valign="middle">LR0R</td>
<td align="left" valign="middle">ACCCGCTGAACTTAAGC</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref62">Vilgalys and Hester (1990)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle">LR5</td>
<td align="left" valign="middle">TCCTGAGGGAAACTTCG</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref62">Vilgalys and Hester (1990)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="tab2"><label>Table 2</label>
<caption>
<p>List of primers used for sanger sequencing, which Snow1-F and Snow2-R are primers newly applied in this study.</p>
</caption>
<table frame="hsides" rules="groups">
<tbody>
<tr>
<td align="left" valign="top">Genomic target</td>
<td align="left" valign="top">Name of the primer</td>
<td align="left" valign="top">Primer sequence (5&#x2032;-3&#x2032;)</td>
<td align="left" valign="top">References</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="6">18S rDNA</td>
<td align="left" valign="top">NS1short</td>
<td align="left" valign="top">CAGTAGTCATATGCTTGTC</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref64">Wurzbacher et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">Snow1-F</td>
<td align="left" valign="top">TTTTCGGAACCGAGGTAATG</td>
<td align="left" valign="top">This paper</td>
</tr>
<tr>
<td align="left" valign="top">Snow2-R</td>
<td align="left" valign="top">GGTTCCGAAAACCAACAGAA</td>
<td align="left" valign="top">This paper</td>
</tr>
<tr>
<td align="left" valign="top">NS4</td>
<td align="left" valign="top">CTTCCGTCAATTCCTTTAAG</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref63">White et al. (1990)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">NS8z</td>
<td align="left" valign="top">TCCGCAGGTTCACCTACG</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref45">O&#x2019;Donnell et al. (1998)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">AU4v2</td>
<td align="left" valign="top">GCCTCACTAAGCCATTC</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref35">Lazarus and James (2015)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">ITS1-5.8S-ITS2</td>
<td align="left" valign="top">ITS1-F</td>
<td align="left" valign="top">CTTGGTCATTTAGAGGAAGTAA</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref9">Gardes and Bruns (1993)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">5.8S</td>
<td align="left" valign="top">CGCTGCGTTCTTCATCG</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref62">Vilgalys and Hester (1990)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">ITS4</td>
<td align="left" valign="top">TCCTCCGCTTATTGATATGC</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref63">White et al. (1990)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">28S rDNA</td>
<td align="left" valign="top">LR0R</td>
<td align="left" valign="top">ACCCGCTGAACTTAAGC</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref62">Vilgalys and Hester (1990)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">LR5</td>
<td align="left" valign="top">TCCTGAGGGAAACTTCG</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref62">Vilgalys and Hester (1990)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="sec10"><label>2.5.</label>
<title>Molecular phylogenetic analysis</title>
<p>The sequences obtained were assembled using Chromas Pro ver. 2.1.10 (Technelysium, Australia). The assembled sequences of 18S, ITS, and 28S rDNA were deposited under the accession numbers LC761280&#x2013;LC761291. BLAST searches performed using the rDNA sequences obtained indicated that all isolates belonged to the order Mesochytriales of Chytridiomycota. Therefore, we performed phylogenetic analysis of 18S rDNA using the new sequences obtained in this study because this marker region is the richest in reference sequences for Mesochytriales. For molecular phylogenetic analysis, a dataset of 18S rDNA sequences from Mesochytriales, Gromochytriales, and Polyphagales was used (<xref rid="tab3" ref-type="table">Table 3</xref>). Lobulomycetales were included as outgroups. Sequences were aligned using MAFFT (<xref ref-type="bibr" rid="ref27">Katoh et al., 2019</xref>) with default parameters. Ambiguously aligned sequences were trimmed using trimAl (<xref ref-type="bibr" rid="ref3">Capella-Guti&#x00E9;rrez et al., 2009</xref>). Molecular phylogenetic analysis using the maximum likelihood method was performed using the IQ-TREE online server (<xref ref-type="bibr" rid="ref58">Trifinopoulos et al., 2016</xref>).</p>
<table-wrap position="float" id="tab3"><label>Table 3</label>
<caption>
<p>List of known species and environmental DNA sequences belonging to Mesochytriales, Gromochytriales, Polyphagales, and Lobulomycetales used in the molecular phylogenetic tree (<xref rid="fig4" ref-type="fig">Figure 4</xref>).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Name</th>
<th align="left" valign="top">GenBank accession no. (18S rDNA)</th>
<th align="left" valign="top">Habitat/Geographic location</th>
<th align="left" valign="top">Charactarization/Season</th>
<th align="left" valign="top">References</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top"><italic>Mesochytrium penetrans</italic> CALU x-10</td>
<td align="left" valign="top">FJ804149</td>
<td align="left" valign="top">Lake water, Finland</td>
<td align="left" valign="top">Parasitic on green alga <italic>Chlorococcum minutum</italic></td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref24">Karpov et al. (2010)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Gromochytrium mamkaevae</italic> CALU x-51</td>
<td align="left" valign="top">KF586842</td>
<td align="left" valign="top">Ditch near town Kirovsk, Russia</td>
<td align="left" valign="top">Parasitic on yellow-green alga <italic>Tribonama gayanum</italic></td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref23">Karpov et al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Apiochytrium granulosporium</italic> x-124</td>
<td align="left" valign="top">MK179157</td>
<td align="left" valign="top">Pond water, Russia</td>
<td align="left" valign="top">Parasitic on yellow-green alga <italic>Tribonama gayanum</italic></td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref26">Karpov et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Lobulomyces angularis</italic> JEL45</td>
<td align="left" valign="top">AF164253</td>
<td align="left" valign="top">Sphagnum from acidic lake, United States</td>
<td align="left" valign="top">Saprophytic or parasitic</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref54">Simmons et al. (2009)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Clydaea vesicula</italic> JEL0476</td>
<td align="left" valign="top">MT730721</td>
<td align="left" valign="top">Soil under Eucalyptus trees, United States</td>
<td align="left" valign="top">Saprophytic or parasitic</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref54">Simmons et al. (2009)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Maunachytrium kenaense</italic> AF021</td>
<td align="left" valign="top">EF432822</td>
<td align="left" valign="top">Alpine barren soil, United States</td>
<td align="left" valign="top">Saprophytic or parasitic</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref54">Simmons et al. (2009)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Polyphagus parasiticus</italic> Pp</td>
<td align="left" valign="top">KX449337</td>
<td align="left" valign="top">Pond water, Russia</td>
<td align="left" valign="top">Parasitic on yellow-green alga <italic>Tribonama gayanum</italic></td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref25">Karpov et al. (2016)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Endocoenobium endorinae</italic> SVdW-EUD1</td>
<td align="left" valign="top">MG605053</td>
<td align="left" valign="top">Lake Stechlin, Germany</td>
<td align="left" valign="top">Parasitic on Colonial Volvocacean Algae</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref61">Van den Wyngaert et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">uncultured WS 10-E02, WS 10-E15</td>
<td align="left" valign="top">AJ867629, AJ867631</td>
<td align="left" valign="top">Lake Joeri XIII inflow of melt water, Switzerland</td>
<td align="left" valign="top">-</td>
<td align="left" valign="top">Unpublished data</td>
</tr>
<tr>
<td align="left" valign="top">Uncultured Spring_37</td>
<td align="left" valign="top">JX069054</td>
<td align="left" valign="top">River site, Southern Alberta, Canada</td>
<td align="left" valign="top">Spring</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref57">Thomas et al. (2012)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">Uncultured T2P1AeB05, T2P1AeF04, T3P1AeC03, T5P2AeC07</td>
<td align="left" valign="top">GQ995415, GQ995412, GQ995413, GQ995414</td>
<td align="left" valign="top">High-elevation soil not far from ice and snow</td>
<td align="left" valign="top">July&#x2013;October</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref6">Freeman et al. (2009)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">Uncultured T31a_23, T31b_01</td>
<td align="left" valign="top">KC561971, KC561972</td>
<td align="left" valign="top">Rocky Mountain talus snow, Colorado, United States</td>
<td align="left" valign="top">July&#x2013;August</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref43">Naff et al. (2013)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">Uncultured E109_01C</td>
<td align="left" valign="top">KC561936</td>
<td align="left" valign="top">High mountain snow, Nepal</td>
<td align="left" valign="top">October</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref43">Naff et al. (2013)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">Uncultured R11a_04</td>
<td align="left" valign="top">KC561955</td>
<td align="left" valign="top">Rocky Mountain talus snow, Colorado, United States</td>
<td align="left" valign="top">July&#x2013;August</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref43">Naff et al. (2013)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">Uncultured Clones from a lake in China</td>
<td align="left" valign="top">JX426910</td>
<td align="left" valign="top">Freshwater lake, China</td>
<td align="left" valign="top">-</td>
<td align="left" valign="top">Unpublished data</td>
</tr>
<tr>
<td align="left" valign="top">Uncultured PFF5SP2005, PFD6SP2005, PFA12SP2005</td>
<td align="left" valign="top">EU162641, EU162637, EU162643</td>
<td align="left" valign="top">Oligo-mesotrophic mountain Lake Pavin, France</td>
<td align="left" valign="top">May&#x2013;June</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref36">Lef&#x00E8;vre et al. (2008)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">Uncultured Pa2007C10</td>
<td align="left" valign="top">JQ689425</td>
<td align="left" valign="top">Oligo-mesotrophic mountain Lake Pavin, France</td>
<td align="left" valign="top">April</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref19">Jobard et al. (2012)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">Uncultured Kili_01H_N5</td>
<td align="left" valign="top">KX771763</td>
<td align="left" valign="top">Glacier ice on Mt. Kilimanjaro, Tanzania</td>
<td align="left" valign="top">January</td>
<td align="left" valign="top">Unpublished data</td>
</tr>
<tr>
<td align="left" valign="top">Uncultured kor_110904_17</td>
<td align="left" valign="top">FJ157331</td>
<td align="left" valign="top">Lake Koronia water, Greece</td>
<td align="left" valign="top">November</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref10">Genitsaris et al. (2009)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">Uncultured NKS146</td>
<td align="left" valign="top">JX296576</td>
<td align="left" valign="top">Hyposaline soda lake Nakuru, Kenya</td>
<td align="left" valign="top">November</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref37">Luo et al. (2013)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">Uncultured FV23_1H5</td>
<td align="left" valign="top">DQ310332</td>
<td align="left" valign="top">Super-sulfidic anoxic fjord water, Norway</td>
<td align="left" valign="top">May</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref1">Behnke et al. (2006)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="sec11" sec-type="results"><label>3.</label>
<title>Results</title>
<sec id="sec12"><label>3.1.</label>
<title>Observation of parasitic chytrids infecting snow algae</title>
<p>The green snow samples collected in this study revealed the presence of chytrids at the sporangial stage and putative resting spores attached to the surface of vegetative cells of <italic>Chloromonas</italic> spp. (<xref rid="fig3" ref-type="fig">Figure 3</xref>). Chytrids at the sporangial stage were further categorized into three types based on their shape (<xref rid="fig3" ref-type="fig">Figure 3</xref>). Sporangium type 1 (Sp1) was egg shaped with a rounded swollen rhizoid (<xref rid="fig3" ref-type="fig">Figures 3A</xref>&#x2013;<xref rid="fig3" ref-type="fig">C</xref>). Sporangium type 2 (Sp2) was ellipsoidal and had rod-shaped rhizoids (<xref rid="fig3" ref-type="fig">Figures 3D</xref>&#x2013;<xref rid="fig3" ref-type="fig">F</xref>). Sporangium type 3 (Sp3) was immersed in host cells and had a rod-shaped rhizoid structure (<xref rid="fig3" ref-type="fig">Figures 3G</xref>&#x2013;<xref rid="fig3" ref-type="fig">I</xref>). Putative resting spores of chytrids were clearly visible with thick cell walls and single or multiple large lipid globules (<xref rid="fig3" ref-type="fig">Figures 3J</xref>&#x2013;<xref rid="fig3" ref-type="fig">O</xref>). Based on the observations of six green snow samples, the average prevalence of chytrid infection in the total vegetative algal cells observed was calculated to be 5.34%.</p>
</sec>
<sec id="sec13"><label>3.2.</label>
<title>Single-spore PCR</title>
<p>In total, 79 chytrid cells were isolated from the snow algal hosts, of which 57 cells could be categorized into the three aforementioned sporangial stages: Sp1 (<italic>n</italic>&#x2009;=&#x2009;11), Sp2 (<italic>n</italic>&#x2009;=&#x2009;37), and Sp3 (<italic>n</italic>&#x2009;=&#x2009;4). The other five sporangial cells could not be assigned to any sporangial type because they were immature small sporangia. We also isolated 22 cells from the putative resting spore stage of parasitic chytrids (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>).</p>
<p>Single-spore PCR was performed using the 72 cells, and at least one of the three rDNA regions was successfully amplified in 33 cells (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). Chytrids at the resting spore stage had a significantly lower PCR success rate than those at the sporangial stage (value of <italic>p</italic>&#x2009;=&#x2009;2.135 x 10<sup>&#x2013;5</sup>, <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>).</p>
<p>Sanger sequencing was used to determine the partial or assembled sequences of rDNA regions of the 32 chytrid cells. Eleven cells were sequenced for their 18S rDNA regions. Four cells were Sp1, five were Sp2, and two were Sp3 (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). The sequences differed between the types but were identical within types.</p>
</sec>
<sec id="sec14"><label>3.3.</label>
<title>Molecular phylogenetic analysis</title>
<p>Our molecular phylogenetic analysis showed that the 11 isolated cells of parasitic chytrids infecting snow algae clustered into three novel lineages (Sp1, Sp2, and Sp3) in Mesochytriales (<xref rid="fig4" ref-type="fig">Figure 4</xref>). They were included in Snow Clade 1 consisting of sequences from alpine snow-related environments located worldwide that are deeply divergent from the clade containing the known species <italic>Mesochytrium penetrans</italic>. Sp1 is a sister group of clades composed of environmental sequences obtained from lakes in Switzerland fed by abundant snow meltwater, river water from southwestern Alberta, Canada, and talus snows from the Rocky Mountains in Colorado, United States. Sp2 is closely related to the environmental sequences from glaciers on the summit of Mt. Kilimanjaro, Tanzania. Sp3 formed an independent clade that was divergent from the clade containing Sp1 and Sp2.</p>
<fig position="float" id="fig4"><label>Figure 4</label>
<caption>
<p>Maximum likelihood molecular phylogenetic tree showing the phylogenetic position of chytrid species belonging to Polyphagales, Gromochytriales, Mesochytriales, and Lobulomycetales using 18S rDNA. Lobulomycetales is the outgroup. Bold letters indicate samples detected in this study. Yellow shading indicates Snow Clade 1 proposed by <xref ref-type="bibr" rid="ref43">Naff et al. (2013)</xref>. Numbers above branches indicate values computed with UFBoot and only UFBoot &#x2265;70% is indicated. Nodes supported by the SH-aLRT &#x2265;95% are highlighted with a bold line. Genbank accession numbers for other sequences used in the phylogenetic analysis, as well as information on the source of isolation (culture strain) and detection point (environmental DNA sequence) are listed in <xref rid="tab3" ref-type="table">Table 3</xref>.</p>
</caption>
<graphic xlink:href="fmicb-14-1201230-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="sec15" sec-type="discussions"><label>4.</label>
<title>Discussion</title>
<p>This study successfully identified the phylogenetic position of three novel parasitic chytrids that infect snow algae in Japan. Mesochytriales, to which the three novel lineages belong, includes only one described species, <italic>Mesochytrium penetrans</italic>, which infected the green alga <italic>Chlorococcum minutum</italic>, isolated from a pond in Russia (<xref ref-type="bibr" rid="ref11">Gromov et al., 2000</xref>; <xref ref-type="bibr" rid="ref24">Karpov et al., 2010</xref>, <xref ref-type="bibr" rid="ref23">2014</xref>). Mesochytriales is one of the most understudied orders in the phylum Chytridiomycota and comprises many environmental DNA sequences (<xref ref-type="bibr" rid="ref23">Karpov et al., 2014</xref>). Particularly, a group of environmental DNA sequences detected only in snow-related environments has been reported as Snow Clade 1 (<xref ref-type="bibr" rid="ref43">Naff et al., 2013</xref>). It has been hypothesized that chytrids belonging to Snow Clade 1 spend at least a part of their life in snow and use either abundant snow algae or pollen as the nutritional resource (<xref ref-type="bibr" rid="ref43">Naff et al., 2013</xref>). In this study, 11 chytrid cells infecting the snow algae <italic>Chloromonas</italic> spp. were found within Snow Clade 1 as independent lineages. This and earlier sequencing data suggest that chytrids infecting snow algae are phylogenetically diverse and present in various regions of the world. Furthermore, it can be assumed that the lineage composed of snow-derived environmental DNA sequences within Snow Clade 1 are parasitic chytrids infecting snow algae.</p>
<p>Our three species were morphologically distinguished from the previously described species, <italic>Chytridium (Chy.) neochlamydococci</italic>, parasitic chytrid of the snow alga <italic>Chlamydomonas (Chla.) nivalis</italic> (=<italic>Sanguina nivaloides</italic>) (<xref ref-type="bibr" rid="ref30">Kobayashi and Okubo, 1954</xref>). <italic>Chytridium neochlamydococci</italic> formed epibiotic and citriform sporangia of 8&#x2013;10&#x2009;&#x03BC;m in length, and rhizoids with 2&#x2013;3 branches from the base, which was originally found from the snow at Ozegahara Moor in Japan (<xref ref-type="bibr" rid="ref30">Kobayashi and Okubo, 1954</xref>). Contrary to <italic>Chy. neochlamydococci,</italic> our Sp3 uniquely had sporangia partially embedded in the host cell. The Sp1 and Sp2 differed in other aspects; (i) the Sp1 had egg-shaped sporangia, (ii) the Sp2 had ellipsoidal and larger (10&#x2013;15&#x2009;&#x03BC;m in length), (iii) both our species had swollen or rod-shaped rhizoids without branches. The other described chytrid, <italic>Chy.</italic> f. <italic>cryophile</italic> (<xref ref-type="bibr" rid="ref33">Kol, 1968</xref>), a parasite of <italic>Chla. nivalis</italic>, was not comparable due to the lack of morphological descriptions. Since the host of the chytrid was different from the hosts of our three lineages <italic>Chloromonas</italic> spp., they were probably different species.</p>
<p>Although parasitic chytrids generally reproduce under aquatic conditions, there are sequences in Snow Clade 1 that have been abundantly detected in soils after the disappearance of snow cover (<xref ref-type="bibr" rid="ref6">Freeman et al., 2009</xref>). These sequences may have been derived from chytrids in their resting spore stage. In this study, a putative resting-spore stage of chytrids was identified in a snowpack. They were positive for CFW&#x2013;WGA double staining and had typical structures of resting spores, thick cell walls, and large lipid globules accumulated within the cells, allowing them to survive in soils exposed to high temperatures and desiccation after snowmelt. Likewise, snow algae commonly encyst to form persistent resting spores and adhere to the soil upon melting of the snowpack (<xref ref-type="bibr" rid="ref14">Hoham and Duval, 2001</xref>; <xref ref-type="bibr" rid="ref50">&#x0158;ezanka et al., 2008</xref>; <xref ref-type="bibr" rid="ref49">Remias et al., 2010</xref>). The resting spores are believed to germinate at the snow-soil interface during the next snowmelt season, swim up to the snow surface, and reproduce (<xref ref-type="bibr" rid="ref14">Hoham and Duval, 2001</xref>; <xref ref-type="bibr" rid="ref15">Hoham and Remias, 2020</xref>). This strategy allows them to survive even at unsuitable reproduction times.</p>
<p>Based on these results, we hypothesized that parasitic chytrids infecting snow algae begin to grow after germination of the resting spores of chytrids during the snowmelt season, reproduce for a limited period, and then, rest in soil. Parasitic chytrids that infect algae in lakes are believed to form resting spores at the end of algal blooms, allowing them to survive in the absence of their hosts (<xref ref-type="bibr" rid="ref4">Van Donk and Ringelberg, 1983</xref>). Germination of the resting spores of parasitic chytrids is also observed in several species within the genus <italic>Synchytrium</italic>, which infect cucurbitaceous plants. These resting spores germinate when they are exposed to high temperatures and moisture for more than a certain period of time (<xref ref-type="bibr" rid="ref48">Raghavendra Rao and Pavgi, 1979</xref>). Further studies on parasitic chytrids infecting snow algae are needed to understand their life histories and influence on algal populations.</p>
<p>No phylogenetic information on the resting spores of chytrids was found in this study because single-spore PCR and sequencing were unsuccessful for all 22 cells. Resting spores of chytrids form a thick cell wall, and the dissolution of cell wall using the HotSHOT method may be insufficient. Additionally, as there is only one nucleus in resting spores, the amount of DNA is significantly lower than that in chytrids at the sporangial stage, which contain multiple nuclei. To unify the sporangial and resting spore stages in the same lineage, it is necessary to establish a two-member culture system with the host, and induce this in experiments. This will allow us to determine the consistent life histories of parasitic chytrids that infect snow algae. Furthermore, genome sequencing of cultured strains may provide genetic insights into the evolutionary history of chytrid adaptation to snow environments.</p>
<p>To the best of our knowledge, this study provides the first phylogenetic evidence of parasitic chytrids infecting snow algae in alpine regions. Identification using culture-independent single-spore PCR provided insights into the detailed diversity of these chytrids. However, we could not assess the impact of chytrids on the population dynamics of snow algae and snowpack ecosystems. In this study, the prevalence of chytrid infection in the vegetative cells of <italic>Chloromona</italic>s spp. in green snow samples was 5.34%. This low prevalence does not necessarily indicate a low impact of chytrids on algal dynamics. In lakes, chytrids significantly suppress algal populations, but prevalence of infection was not always high. There is often a time lag between the spread of chytrids infecting algae in the lake and peak algal bloom (<xref ref-type="bibr" rid="ref12">Gsell et al., 2013</xref>). Spatial variation in the prevalence of infection could be significant, as reported for a glacier in which more glacial algal cells were infected by chytrids in water-filled holes on the glacier (cryoconite holes) than those on the ice surface (<xref ref-type="bibr" rid="ref31">Kobayashi et al., 2023</xref>). In alpine snowpacks, the increased water content of snow may also spread chytrids that infect snow algae. Since the beginning of the 21st century, alpine snow cover has been declining globally due to climate change (<xref ref-type="bibr" rid="ref17">Hock et al., 2019</xref>). Changes in snowfall level due to global warming have been reported in the high mountainous areas of Japan (<xref ref-type="bibr" rid="ref28">Kawase et al., 2020</xref>). Therefore, in these areas, chytrids infecting snow algae may have increased prevalence and inhibit the albedo-decreasing effects of snow algae.</p>
<p>Our findings highlight the importance of parasitic chytrids that infect snow algae in various regions of the world. Further studies warranted to understand the impact of chytrid infection on snow algal dynamics and predict how their dynamics will be affected by climate change.</p>
</sec>
<sec id="sec16" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>.</p>
</sec>
<sec id="sec17">
<title>Author contributions</title>
<p>HN, KS, and MK designed the study. HN, NT, and MK collected the samples. HN performed microscopic observation and single-spore PCR. HN and KS performed molecular phylogenetic analysis. HN wrote the manuscript with major input from KS, NT, and MK. All authors discussed the results and contributed to the final manuscript.</p>
</sec>
<sec id="sec18" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by a JSPS KAKENHI Grant-in-Aid for Scientific Research (22H03731, 20K21840, and 19H01143).</p>
</sec>
<sec id="conf1" 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="sec100" 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>
</body>
<back>
<ack>
<p>The authors thank Masato Ono, who helped with sampling, and Jun Uetake, Takahiro Segawa, and our colleagues at Yokohama National University and Chiba University for their useful discussions. The authors would like to thank Editage (<ext-link xlink:href="http://www.editage.com" ext-link-type="uri">www.editage.com</ext-link>) for English language editing.</p>
</ack>
<sec id="sec20" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2023.1201230/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2023.1201230/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<fn id="fn0003"><p><sup>1</sup><ext-link xlink:href="https://www.R-project.org/" ext-link-type="uri">https://www.R-project.org/</ext-link></p></fn>
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