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<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">Molecular Medicine Reports</journal-id>
<journal-title-group>
<journal-title>Molecular Medicine Reports</journal-title>
</journal-title-group>
<issn pub-type="ppub">1791-2997</issn>
<issn pub-type="epub">1791-3004</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3892/mmr.2021.12285</article-id>
<article-id pub-id-type="publisher-id">MMR-0-0-12285</article-id>
<article-categories>
<subj-group>
<subject>Articles</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Map of dimorphic switching-related signaling pathways in <italic>Sporothrix schenckii</italic> based on its transcriptome</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Zheng</surname><given-names>Fangliang</given-names></name>
<xref rid="af1-mmr-0-0-12285" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author"><name><surname>Gao</surname><given-names>Wei</given-names></name>
<xref rid="af1-mmr-0-0-12285" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author"><name><surname>Wang</surname><given-names>Ying</given-names></name>
<xref rid="af1-mmr-0-0-12285" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author"><name><surname>Chen</surname><given-names>Qingyan</given-names></name>
<xref rid="af1-mmr-0-0-12285" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author"><name><surname>Zhang</surname><given-names>Qiuling</given-names></name>
<xref rid="af2-mmr-0-0-12285" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author"><name><surname>Jiang</surname><given-names>Xiuyan</given-names></name>
<xref rid="af1-mmr-0-0-12285" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author"><name><surname>Hou</surname><given-names>Binbin</given-names></name>
<xref rid="af3-mmr-0-0-12285" ref-type="aff">3</xref>
<xref rid="c2-mmr-0-0-12285" ref-type="corresp"/></contrib>
<contrib contrib-type="author"><name><surname>Zhang</surname><given-names>Zhenying</given-names></name>
<xref rid="af4-mmr-0-0-12285" ref-type="aff">4</xref>
<xref rid="c1-mmr-0-0-12285" ref-type="corresp"/></contrib>
</contrib-group>
<aff id="af1-mmr-0-0-12285"><label>1</label>Academy of Life Science, Liaoning University, Shenyang, Liaoning 110036, P.R. China</aff>
<aff id="af2-mmr-0-0-12285"><label>2</label>Department of Dermatology, Shenzhen Shekou People&#x0027;s Hospital, Shenzhen, Guangdong 518067, P.R. China</aff>
<aff id="af3-mmr-0-0-12285"><label>3</label>Department of Dermatology, The Second Hospital of Dalian Medical University, Dalian, Liaoning 116021, P.R. China</aff>
<aff id="af4-mmr-0-0-12285"><label>4</label>Department of Dermatology, University of Hong Kong Shenzhen Hospital, Shenzhen, Guangdong 518000, P.R. China</aff>
<author-notes>
<corresp id="c1-mmr-0-0-12285"><italic>Correspondence to</italic>: Dr Zhenying Zhang, Department of Dermatology, University of Hong Kong Shenzhen Hospital, 1 Haiyuan Road, Shenzhen, Guangdong 518000, P.R. China, E-mail: <email>zhangzy@hku-szh.org</email></corresp>
<corresp id="c2-mmr-0-0-12285">Dr Binbin Hou, Department of Dermatology, The Second Hospital of Dalian Medical University, 467 Zhongshan Road, Dalian, Liaoning 116021, P.R. China, E-mail: <email>houbinbin1001@163.com</email></corresp>
</author-notes>
<pub-date pub-type="ppub">
<month>09</month>
<year>2021</year></pub-date>
<pub-date pub-type="epub">
<day>12</day>
<month>07</month>
<year>2021</year></pub-date>
<volume>24</volume>
<issue>3</issue>
<elocation-id>646</elocation-id>
<history>
<date date-type="received"><day>27</day><month>08</month><year>2020</year></date>
<date date-type="accepted"><day>24</day><month>05</month><year>2021</year></date>
</history>
<permissions>
<copyright-statement>Copyright: &#x00A9; Zheng et al.</copyright-statement>
<copyright-year>2021</copyright-year>
<license license-type="open-access">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/">Creative Commons Attribution-NonCommercial-NoDerivs License</ext-link>, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.</license-p></license>
</permissions>
<abstract>
<p><italic>Sporothrix schenckii</italic> (<italic>S</italic>. <italic>schenckii</italic>) induces sporotrichosis, which has gained attention in recent years due to its worldwide prevalence. The dimorphic switching process is essential for the pathogenesis of <italic>S</italic>. <italic>schenckii</italic>. Previously, overexpression of several signal transduction genes, including SsDRK1 and SsSte20, was observed during the mycelium-to-yeast transition; these were necessary for asexual development, yeast-phase cell formation, cell wall integrity and melanin synthesis. However, the mechanisms of the signaling pathways during dimorphic switching of <italic>S</italic>. <italic>schenckii</italic> remain unclear. In the present study, transcriptome sequencing of the 48-h induced yeast forms and mycelium of <italic>S</italic>. <italic>schenckii</italic> was performed. In total, 24,904,510 high-quality clean reads were obtained from mycelium samples and 22,814,406 from 48-h induced yeast form samples. Following assembly, 31,779 unigene sequences were obtained with 52.98&#x0025; GC content (The proportion of guanine G and cytosine C to all bases in nucleic acid). The results demonstrated that 12,217 genes, including genes involved in signal transduction and chitin synthesis, were expressed differentially between the two stages. According to these results, a map of the signaling pathways, including two-component and heterotrimeric G-protein signaling systems, Ras and MAPK cascades associated with the dimorphic switch, was drawn. Taken together, the transcriptome data and analysis performed in the present study lay the foundation for further research into the molecular mechanisms controlling the dimorphic switch of <italic>S</italic>. <italic>schenckii</italic> and support the development of anti-<italic>S</italic>. <italic>schenckii</italic> strategies targeting genes associated with signaling pathways.</p>
</abstract>
<kwd-group>
<kwd>signaling pathways</kwd>
<kwd><italic>Sporothrix schenckii</italic></kwd>
<kwd>dimorphic switching</kwd>
<kwd>pathogenesis</kwd>
<kwd>transcriptome</kwd>
</kwd-group>
<funding-group>
<award-group>
<funding-source>National Natural Science Foundation of China<named-content content-type="funder-id">http://dx.doi.org/10.13039/501100001809</named-content></funding-source>
<award-id>81472891</award-id>
</award-group>
<award-group>
<funding-source>Shenzhen Science and Technology Innovation Commission Project</funding-source>
<award-id>JCYJ20180306173356306</award-id>
</award-group>
<funding-statement>This study was supported by National Natural Science Foundation of China (grant no. 81472891) and Shenzhen Science and Technology Innovation Commission Project (grant no. JCYJ20180306173356306) which were distributed to Hong Kong University Shenzhen Hospital.</funding-statement>
</funding-group>
</article-meta>
</front>
<body>
<sec sec-type="intro">
<title>Introduction</title>
<p>Sporotrichosis, an implantation mycosis caused mainly by the dimorphic fungus <italic>Sporothrix schenckii</italic> (<italic>S</italic>. <italic>schenckii</italic>), has gained attention over the two last decades due to its broad geographic range and prevalence in tropical and subtropical areas (<xref rid="b1-mmr-0-0-12285" ref-type="bibr">1</xref>,<xref rid="b2-mmr-0-0-12285" ref-type="bibr">2</xref>). Sporotrichosis, which is caused by transcutaneous trauma, may progress into chronic cutaneous, subcutaneous or even deeper infections that may involve lymphatic tissue, fascia, muscles, cartilage and bones (<xref rid="b1-mmr-0-0-12285" ref-type="bibr">1</xref>,<xref rid="b3-mmr-0-0-12285" ref-type="bibr">3</xref>). After <italic>S</italic>. <italic>schenckii</italic> implants in a host via skin wounds, the marked changes in its environment, including in the temperature, pH, osmotic pressure and nutrients, exert pressure, causing it to adapt to the new environment by transforming from the mycelium phase to the yeast phase and settling down (<xref rid="b4-mmr-0-0-12285" ref-type="bibr">4</xref>). Dimorphic switching, which requires that the fungus sense and respond to stimuli in the host environment, is necessary for establishing its pathogenicity (<xref rid="b5-mmr-0-0-12285" ref-type="bibr">5</xref>). A number of signaling pathways, including the two-component and heterotrimeric G-protein signaling systems, as well as Ras and cAMP signaling and the downstream mitogen-activated protein kinase (MAPK) cascades have been found to induce or influence the dimorphic switch (<xref rid="b6-mmr-0-0-12285" ref-type="bibr">6</xref>&#x2013;<xref rid="b11-mmr-0-0-12285" ref-type="bibr">11</xref>). Dozens of genes in these signaling pathways in <italic>Histoplasma capsulatum, Talaromyces marneffei, Blastomyces dermatitidis</italic> and <italic>Paracoccidioides brasiliensis</italic>, four dimorphic pathogenic fungi with higher morbidity and mortality rates than <italic>S</italic>. <italic>schenckii</italic> have been investigated to identify the key determinants of pathogenicity and dimorphic switching using mutagenesis or RNAi knockdown techniques (<xref rid="b6-mmr-0-0-12285" ref-type="bibr">6</xref>,<xref rid="b10-mmr-0-0-12285" ref-type="bibr">10</xref>,<xref rid="b12-mmr-0-0-12285" ref-type="bibr">12</xref>,<xref rid="b13-mmr-0-0-12285" ref-type="bibr">13</xref>). In our previous study, it was demonstrated that SsDRK1 in the two-component system and SsSte20 in the Ras signaling pathway were overexpressed during the early yeast stage, but not in the mycelial stage, of <italic>S</italic>. <italic>schenckii</italic> using two-dimensional electrophoresis (<xref rid="b14-mmr-0-0-12285" ref-type="bibr">14</xref>). Furthermore, it was demonstrated that SsDRK1 is essential for normal asexual development, yeast-phase cell formation, cell wall composition and integrity, and melanin synthesis using double-stranded RNA interference mediated by <italic>Agrobacterium tumefaciens</italic> (<xref rid="b14-mmr-0-0-12285" ref-type="bibr">14</xref>&#x2013;<xref rid="b17-mmr-0-0-12285" ref-type="bibr">17</xref>). However, the details of the signaling pathways controlling dimorphic switching remain unclear due to the limited literature available regarding <italic>S</italic>. <italic>schenckii</italic>.</p>
<p>In the present study, the transcriptomics of the 48-h induced yeast and mycelial stages of <italic>S</italic>. <italic>schenckii</italic> underwent transcriptome analysis. Signaling pathways associated with the dimorphic switch, including the two-component and heterotrimeric G-protein signaling systems, Ras, and MAPK cascades were mapped using the Kyoto Encyclopedia of Genes and Genomes (KEGG) based on comparative transcriptomic results between 48-h induced yeast and mycelial cells. In addition, the cell wall ultrastructural features of 48-h induced yeast cells were compared with those of mycelial cells. The results provided novel insights into the molecular mechanisms controlling the dimorphic switch in <italic>S</italic>. <italic>schenckii</italic>.</p>
</sec>
<sec sec-type="materials|methods">
<title>Materials and methods</title>
<sec>
<title/>
<sec>
<title>Fungal strain and culture conditions</title>
<p>The strain of <italic>S</italic>. <italic>schenckii</italic> used, ATCC10268, was maintained at the Research Center for Pathogenic Fungi, Liaoning University, China. To obtain a mycelial culture, the ATCC10268 isolate was inoculated onto Sabouraud dextrose agar (SDA) solid medium (10 g/l tryptone, 40 g/l glucose) and incubated at 25&#x00B0;C. The mycelial colonies subsequently obtained were inoculated in liquid Sabouraud medium and cultured with shaking at 100 rpm at 25&#x00B0;C for 48 h. To induce the switch of <italic>S</italic>. <italic>schenckii</italic> from the mycelial phase to the 48-h induced yeast phase, mycelial culture was enriched and transferred to brain-heart infusion (BHI) liquid medium (HyClone; GE Healthcare Life Sciences) (<xref rid="b18-mmr-0-0-12285" ref-type="bibr">18</xref>&#x2013;<xref rid="b23-mmr-0-0-12285" ref-type="bibr">23</xref>), which was incubated at 37&#x00B0;C and shaken at 100 rpm for 48 h.</p>
</sec>
<sec>
<title>Transmission electron microscopy (TEM)</title>
<p><italic>S</italic>. <italic>schenckii</italic> cultures grown in SDA at 25&#x00B0;C or in BHI at 37&#x00B0;C for 48 h were collected, and the cell suspensions were fixed at 4&#x00B0;C by addition of an equal volume of fixing solution (0.2 M Na<sub>2</sub>HPO<sub>4</sub>, 0.2 M NaH<sub>2</sub>PO<sub>4</sub>) for 2&#x2013;4 h. Cells were transferred to a centrifuge tube and spun at 12,000 &#x00D7; g for 15 min at 4&#x00B0;C to obtain a cell pellet, which was embedded in 1&#x0025; agarose and then washed in 0.1 M PBS three times for 15 min each. Post-fixation staining was carried out with 1&#x0025; OsO<sub>4</sub> in 0.1 M PBS (pH 7.4) for 2 h at room temperature, followed by removal of OsO<sub>4</sub>, rinsing in 0.1 M PBS (pH 7.4) three times, and dehydration. Following infiltration and embedding the cell pellet, ultrathin sections (60&#x2013;80 nm) were cut with an ultramicrotome. Sections were stained with uranyl acetate in pure ethanol for 15 min at 4&#x00B0;C rinsed with distilled water, stained with lead citrate for 15 min at 4&#x00B0;C, and rinsed with distilled water. The sections were allowed to air-dry overnight and were then observed using TEM (<xref rid="b24-mmr-0-0-12285" ref-type="bibr">24</xref>). The thicknesses of the inner and outer layers of the mycelial cell wall were measured using Image-Pro Plus 6.0 (Media Cybernetics, Inc.).</p>
</sec>
<sec>
<title>Fluorescence staining of fungi</title>
<p><italic>S</italic>. <italic>schenckii</italic> cultured in SDA at 25&#x00B0;C or in BHI at 37&#x00B0;C for 48 h were smeared onto slides and stained with fungal fluorescence dyes (Lifetime bio) that bind specifically to chitin and cellulose for 15 min at 4&#x00B0;C. The slides were visualized using a Nikon 2000 fluorescent microscope (Nikon Instruments, Inc.) with a &#x00D7;20 objective. For each slide, 10 microscopic fields were examined and the fields with median fluorescent brightness selected for comparation. Images were processed with NIS-Elements (version 4.10; Nikon Instruments, Inc.) imaging software.</p>
</sec>
<sec>
<title>cDNA library construction and sequencing</title>
<p><italic>S</italic>. <italic>schenckii</italic> in mycelial and 48-h induced yeast forms were collected for RNA extraction. Total RNA was extracted using RNAiso&#x2122; plus (Takara Bio, Inc.) and treated with RNase-free DNase I (Fermentas; Thermo Fisher Scientific, Inc.) to remove residual DNA. The quantity of RNA was determined using NanoDrop ND-1000 (Thermo Fisher Scientific, Inc.) and 1.2&#x0025; agarose gels. The integrity of the total RNA was assessed using an Agilent 2200 Tape Station (Agilent Technologies, Inc.), and each sample had an RNA integrity number &#x003E;7.5.</p>
<p>cDNA libraries were constructed using the NEBNext<sup>&#x00AE;</sup> Ultra&#x2122; RNA Library Prep Kit for Illumina (Illumina, Inc.) according to the manufacturer&#x0027;s protocols. After the total RNA was extracted, the mRNA was purified using poly-T oligo-attached magnetic beads and fragmented into small pieces in fragmentation buffer from the kit. Using mRNA as a template, first-strand cDNA was synthesized using random primers and reverse transcriptase. Second-strand cDNA was synthesized using RNase H and DNA polymerase I (Takara Bio, Inc.) (<xref rid="b25-mmr-0-0-12285" ref-type="bibr">25</xref>). Subsequently, the cDNA was purified, and subjected to end-repair, poly(A) addition, sequencing, adapter connecting and fragment size selection. Finally, the purified cDNA was PCR amplified and sequenced on the Illumina HiSeq&#x2122; Xten platform (Guangzhou RiboBio Co., Ltd.).</p>
</sec>
<sec>
<title>Transcriptome de novo assembly and annotation</title>
<p>After analyzing the base composition and quality value, the sequencing data were filtered according to the raw data analysis results to remove the adaptor sequences, contaminated parts and low-quality reads to obtain clean reads. Next, clean reads were <italic>de novo</italic> assembled using Trinity (version no. v2013-02-25; Trinity Software, Inc.). Trinity software consists of three independent software modules, Inchworm, Chrysalis and Butterfly, which are used in turn to process large-scale RNA-Seq read data and obtain unigene sequences.</p>
<p>After assembly, the unigene sequences were annotated into the NCBI non-redundant (NR; <uri xlink:href="https://www.ncbi.nlm.nih.gov/">http://www.ncbi.nlm.nih.gov/</uri>), Swiss-Prot (<uri xlink:href="https://www.expasy.ch/spot/">http://www.expasy.ch/spot/</uri>), Clusters of eukaryotic Orthologous Group (KOG; <uri xlink:href="https://www.ncbi.nlm.nih.gov/cog/">http://www.ncbi.nlm.nih.gov/cog/</uri>) and Kyoto Encyclopedia of Genes and Genomes (KEGG; <uri xlink:href="https://www.genome.jp/kegg">http://www.genome.jp/kegg</uri>) databases using the BLASTALL package (release 2.2.28) from NCBI with an E-value &#x2264;10<sup>&#x2212;5</sup>. Based on NR annotation, GO functional annotation and further functional classification were performed using Blast2GO (<uri xlink:href="https://www.blast2go.com/b2ghome">http://www.blast2go.com/b2ghome</uri>).</p>
</sec>
<sec>
<title>Identification of differentially expressed genes (DEGs) and functional analysis</title>
<p>Bowtie2 (version no. 2.2.5) was used to map the clean reads back to the unigenes, and the unigene mapping rate was counted. The unigene expressed values and transcript levels were calculated by the fragments per kilobase of transcript per million mapped reads (FPKM) method using the mapping results (<xref rid="b26-mmr-0-0-12285" ref-type="bibr">26</xref>). EdgeR (version no. 3.10.0) was used to calculate the expression difference, and multiple hypothesis testing was performed to correct the P-value of the difference test. The threshold P-value was determined by controlling the false discovery rate (FDR). When the FDR value of the difference test was obtained, the differential expression multiples of the gene in different samples were calculated according to the amount of gene expression, using |log<sub>2</sub>FC| &#x2265;1, and FDR &#x003C;0.05 as the threshold for screening differential genes (<xref rid="b27-mmr-0-0-12285" ref-type="bibr">27</xref>).</p>
<p>The hypergeometric distribution test was used for GO classification and KEGG analysis of the DEGs to understand the functional properties of the genes and regulatory pathways involved. The obtained GO categories with P&#x003C;0.05 and pathways with q-value &#x2264;0.05 were defined as significantly enriched GO classifications and KEGG pathways (<xref rid="b28-mmr-0-0-12285" ref-type="bibr">28</xref>).</p>
</sec>
<sec>
<title>Statistical analysis</title>
<p>One-way analysis of variance was performed using SPSS 17.0 (SPSS, Inc.). Differences were tested with Duncan&#x0027;s test, unless otherwise specified.</p>
</sec>
</sec>
</sec>
<sec sec-type="results">
<title>Results</title>
<sec>
<title/>
<sec>
<title>Cell wall structures</title>
<p>The structural organization of hyphal and conidial cell walls of <italic>S</italic>. <italic>schenckii</italic> in the mycelial and 48-h induced yeast forms was studied using high-pressure freezing TEM (HPF-TEM). Fewer hyphal fragments and larger conidia were observed when comparing the character of 48-h induced yeast cells with that of mycelial cells scanned with HPF-TEM. The cell wall of <italic>S</italic>. <italic>schenckii</italic> was observed as having a double-layered structure, with a low electron-density inner layer and a high electron-density outer layer, decorated with thin fibrils. The inner layer thicknesses of the <italic>S</italic>. <italic>schenckii</italic> mycelial cell wall was ~102 nm, thinner than the 151 nm in 48-h induced yeast cells, which decreased the total thickness of the mycelial cell wall. Meanwhile, compared with the 48-h induced yeast form, the mycelial cell walls showed a thicker outer layer densely covered with fine fibrils (<xref rid="f1-mmr-0-0-12285" ref-type="fig">Fig. 1</xref>).</p>
<p>To confirm the difference in cell wall structure between the mycelial and 48-h induced yeast forms, the cells were stained with Calcofluor White, targeting the chitin in the cell wall of <italic>S</italic>. <italic>schenckii</italic>. The fluorescence pattern observed in 48-h induced yeast cells, compared with that in mycelial cells, had stronger chitin and cellulose labeling patterns on the 48-h induced yeast cell surface (<xref rid="f2-mmr-0-0-12285" ref-type="fig">Fig. 2</xref>).</p>
</sec>
<sec>
<title>Transcriptome sequencing data processing and assembly result statistics</title>
<p>Following sequencing two samples of the mycelial and 48-h induced yeast phases using the Illumina platform, the mycelial phase samples were sequenced to obtain 27,465,858 reads and 4.12 G data were obtained, in which the Q20 and Q30 base proportions were 95.70 and 90.91&#x0025;, respectively. The GC content proportion was 54.84&#x0025; and the N ratio in sequencing was 0.33&#x0025;. Sequencing the 48-h induced yeast samples gave 23,746,248 reads and 3.56 G of data, with Q20 and Q30 base ratios of 97.66 and 94.69&#x0025;, respectively, a GC content ratio of 46.80&#x0025;, and N ratio in sequencing of 0.18&#x0025;. Subsequently, quality filtration of the raw data was performed. Mycelial phase samples gave 24,904,510 clean reads, and 48-h induced yeast phase samples gave 22,814,406 clean reads (<xref rid="tI-mmr-0-0-12285" ref-type="table">Table I</xref>).</p>
<p>Trinity was used to assemble high-quality sequences in the samples. Following assembly, 31,779 unigene sequences were obtained. The total number of sequences generated was 72.2 Mbp, and the N50 and N90 lengths were 4,155 and 993 bp, respectively. The Max-length and Min-length of the unigenes were 29,705 and 301 bp, respectively, and the GC content was 52.98&#x0025; (<xref rid="tII-mmr-0-0-12285" ref-type="table">Table II</xref>). The transcriptomic data supporting the results are available at NCBI under GEO accession number GSE133322.</p>
</sec>
<sec>
<title>Transcriptome data functional annotation</title>
<p>For functional annotation analysis, BLAST was used to align the assembled unigenes with five public databases. Overall, 23,329 (73.41&#x0025;) unigenes could be aligned in one or more databases: 21,079 (66.33&#x0025;) unigenes were similar to proteins in the NR database and 17,398 (54.75&#x0025;) were annotated in Swiss-Prot (<xref rid="tIII-mmr-0-0-12285" ref-type="table">Table III</xref>). For GO annotation, 10,542 unigenes were assigned to the &#x2018;cellular component&#x2019; category and &#x2018;integral membrane component&#x2019; (n=2,808), &#x2018;nucleus&#x2019; (n=1,604) and &#x2018;cytosol&#x2019; (n=1442) were other main subcategories. In addition, 11,834 unigenes were classified as &#x2018;biological processes&#x2019;; the three main categories were &#x2018;metabolic process&#x2019; (n=1,373), &#x2018;oxidation-reduction process&#x2019; (n=1,117) and &#x2018;transmembrane transport&#x2019; (706). Furthermore, 12,149 unigenes were assigned to the &#x2018;molecular function&#x2019; category and genes assigned to &#x2018;ATP binding&#x2019; (n=1,588) and &#x2018;metal ion binding&#x2019; (747) accounted for the vast majority of this category. In the KOG classification, 13,854 unigenes were categorized into 25 KOG functional groups; &#x2018;General function prediction only&#x2019; was the largest group, followed by &#x2018;Post-translational modification, protein turnover, chaperones&#x2019; and &#x2018;Translation, ribosomal structure and biogenesis&#x2019;. In the KEGG pathway analysis, 11,062 unigenes could be mapped to 342 metabolic pathways and the largest category was &#x2018;Carbon metabolism&#x2019; (n=424).</p>
</sec>
<sec>
<title>Analysis of transcriptome expression in the mycelium and 48-h induced yeast forms</title>
<p>The sequences of sample reads and unigenes were compared using bowtie2; this aligned 22,315,744 (89.00&#x0025;) reads of the mycelial phase and 19,552,494 (85.00&#x0025;) reads of the 48-h induced yeast phase to unigene sequences.</p>
<p>Next, DEGs were identified by comparing the FPKM values for each gene between the mycelial and 48-h induced yeast forms of <italic>S</italic>. <italic>schenckii</italic>, and DEGs between the two forms were identified. The results demonstrated that 12,217 genes were expressed differentially between the two forms, including 7,271 upregulated and 4,946 downregulated genes (<xref rid="f3-mmr-0-0-12285" ref-type="fig">Fig. 3</xref>).</p>
</sec>
<sec>
<title>GO analysis of DEGs</title>
<p>To identify the major functional categories represented by DEGs, with all unigene genes as background genes, the P-value was calculated using hypergeometric distribution method, and P&#x003C;0.05 was taken as the threshold to obtain significant heights relative to the background (<xref rid="b29-mmr-0-0-12285" ref-type="bibr">29</xref>). Among DEGs between the mycelial and 48-h induced yeast forms, GOs associated with ATP binding, metal ion binding and zinc ion binding in the molecular function category; GOs associated with metabolic processes, oxidation reduction reactions and transmembrane transport in the biological process category; and particularly those associated with integral components of the membrane, nucleus, cytosol, cytoplasm and mitochondrion in the cellular component group were significantly changed (<xref rid="f4-mmr-0-0-12285" ref-type="fig">Fig. 4</xref>).</p>
<p>During the process of switching, the form and function of the cell change notably, and those changes must be supported by changes in cell components, including cytoplasmic proteins, nucleoproteins, regulatory proteins, toxic proteins and cell wall component proteins. This led to the observation that genes associated with the integral components of the membrane changed most significantly. These changes require large amounts of protein and energy for anabolism, as well as raw materials absorbed from the environment; therefore, genes associated with metabolic processes, oxidation-reduction processes, transmembrane transport, and the steps of transcription and translation, including ATP binding, metal ion binding, zinc ion binding and DNA binding, changed markedly.</p>
</sec>
<sec>
<title>KEGG pathway enrichment of DEGs</title>
<p>To further elucidate the molecular interactions among DEGs, KEGG analysis was performed (<xref rid="b30-mmr-0-0-12285" ref-type="bibr">30</xref>). Among DEGs between the mycelial and 48-h induced yeast forms of <italic>S</italic>. <italic>schenckii</italic>, pathways for oxidative phosphorylation, ribosome, the MAPK pathway, carbon metabolism, RNA transport, protein processing in endoplasmic reticulum, pyrimidine metabolism, purine metabolism, biosynthesis of amino acids, meiosis and the cell cycle were enriched (<xref rid="f5-mmr-0-0-12285" ref-type="fig">Fig. 5</xref>). During the process of switching, enormous changes must occur in the expression of the genes in these pathways, which are necessary for transcription, translation, biosynthesis and energy synthesis. Beyond those predictable changes, it was also found that numerous genes, including DRK1, Hog1, Skn7 and Ste11, which are involved in the two-component system heterotrimeric G protein, cAMP and Ras-Hog1 signaling pathways, were altered (<xref rid="tIV-mmr-0-0-12285" ref-type="table">Table IV</xref>; <xref rid="f6-mmr-0-0-12285" ref-type="fig">Fig. 6</xref>). These signal transduction pathways serve important roles during the initiation of the dimorphic switch.</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion">
<title>Discussion</title>
<p>To date, little is known regarding the factors driving the pathogenesis of sporotrichosis despite its worldwide prevalence, which hinders medical control of this disease (<xref rid="b31-mmr-0-0-12285" ref-type="bibr">31</xref>). Similar to other pathogenic fungi, host signals that trigger the dimorphic switch are transmitted via signaling pathways and ultimately culminate in changes in gene expression. However, the network of signaling pathways involved in dimorphic switching in <italic>S. schenckii</italic> remain enigmatic. The present study found that this species exhibits the morphological and structural characteristics of the 48-h induced yeast phase when cultured in BHI medium at 37&#x00B0;C for 48 h. Therefore, the transcription profile of that culture was compared with that of the same strain in the mycelial phase using an RNA-seq method. The results of the present study revealed that more than 12,217 genes were significantly upregulated or downregulated in the early yeast phase. Among these genes, many encode signal transduction proteins in the two-component and heterotrimeric G protein, Ras and cAMP signaling pathways and the MAPK cascade, suggesting that these signal transduction pathways serve important roles during the initiation of the dimorphic switch. The results of the present study provided a molecular basis for the development of <italic>S. schenckii</italic> control strategies targeting genes in signaling pathways associated with the dimorphic switch.</p>
<p>In fungi, the two-component system comprises a membrane-associated histidine kinase (HK) and a cytoplasmic response regulator (RR), also known as a hybrid HK (HHK). The HK perceives an environmental stimulus and is autophosphorylated at a conserved histidine in the kinase domain. Next, the phosphate group is transferred to a conserved aspartate in the receiver domain of the RR, and further phosphorelay occurs through an additional phosphotransfer protein (HPt) and a second response regulator. To date, 11 classes of HHKs (I&#x2013;XI) in fungi have been identified that are involved in signal phosphorylation and transmission to two RRs, orthologous to Ssk1 and Skn7, via a single HPt, orthologous to Ypd1 (<xref rid="b32-mmr-0-0-12285" ref-type="bibr">32</xref>). The results of the present study revealed that four HKs, orthologous to CHK1 (class VIII), Sln1 (class VI), DRK1 (class III) and TCSA (class IV), as well as two RRs, orthologous to Ssk1 and Skn7, were significantly upregulated or downregulated in the 48-h induced yeast stage compared with the mycelial stage, indicating that they are involved in inducing the dimorphic switch in <italic>S. schenckii.</italic> Further KEGG analysis suggested that all four HHKs, orthologous to CHK1, Sln1, DRK1 and TCSA, could phosphorylate Ssk1/Skn7 via Ypd1, resulting in constitutive activation of the downstream Hog1 MAPK pathway. Several studies, including our previous study focusing on class III HHK (Os-1 ortholog) in human dimorphic pathogens, have revealed conserved roles in fungicide resistance, osmotic stress resistance and pathogenicity, in addition to roles in cell wall integrity, asexual development and dimorphism (<xref rid="b6-mmr-0-0-12285" ref-type="bibr">6</xref>,<xref rid="b17-mmr-0-0-12285" ref-type="bibr">17</xref>,<xref rid="b33-mmr-0-0-12285" ref-type="bibr">33</xref>,<xref rid="b34-mmr-0-0-12285" ref-type="bibr">34</xref>). Furthermore, SlnA (class VI) in <italic>T. marneffei</italic>, Chk1 (class VIII) in <italic>C. albicans</italic>, and TcsA (class IV) in <italic>Aspergillus nidulans</italic> were revealed to be associated with osmotic stress resistance, HOG MAPK regulation, the dimorphic transition and development under standard growth conditions (<xref rid="b7-mmr-0-0-12285" ref-type="bibr">7</xref>,<xref rid="b35-mmr-0-0-12285" ref-type="bibr">35</xref>). As multiple histamine kinases may compensate for each other in <italic>S. schenckii</italic> (<xref rid="f2-mmr-0-0-12285" ref-type="fig">Fig. 2</xref>), SsDRK1 interference is confirmed to inhibit infection but not kill the pathogenic yeast (<xref rid="b17-mmr-0-0-12285" ref-type="bibr">17</xref>). Therefore, research efforts should focus on pivotal downstream genes, including Pbs2 or Hog1, deletion of which may be lethal, as targets for novel drug development. Our group are creating Pbs2 and Hog1 mutant strains to further investigate the function of vital genes in controlling the dimorphic switch of <italic>S</italic>. <italic>schenckii</italic> and will publish the results in a future study.</p>
<p>Heterotrimeric G proteins and the downstream Ras signaling pathways have been demonstrated to influence dimorphic switching and adaptation to oxidative stress in dimorphic fungi, in addition to regulating asexual development and conidial germination (<xref rid="b8-mmr-0-0-12285" ref-type="bibr">8</xref>,<xref rid="b9-mmr-0-0-12285" ref-type="bibr">9</xref>,<xref rid="b13-mmr-0-0-12285" ref-type="bibr">13</xref>,<xref rid="b36-mmr-0-0-12285" ref-type="bibr">36</xref>). Canonical heterotrimeric G proteins comprise three subunits (&#x03B1;, &#x00DF; and &#x03B3;) and transmit signals from cell surface receptors. The <italic>S. schenckii</italic> Ssg-1 G&#x03B1; subunit interacts with proteins that are necessary for survival under oxidative stress conditions and for iron acquisition, and the Ssg-2 G&#x03B1; subunit interacts with cytosolic phospholipase A 2, which stimulates the yeast-to-hyphal dimorphic switch and prevents re-entry into the yeast cell cycle (<xref rid="b8-mmr-0-0-12285" ref-type="bibr">8</xref>,<xref rid="b9-mmr-0-0-12285" ref-type="bibr">9</xref>). Several genes in the Ras signaling pathway, including Ras, Rho GTPase Cdc42 and the p21 activated kinases Ste20 and Cla4, were significantly upregulated in the yeast culture, suggesting that signal transmission via these genes from heterotrimeric G proteins occurs during the early stage of the dimorphic switch. In response to stimulation from heterotrimeric G proteins, GTPase-activating proteins convert GTPases of the Ras superfamily from an inactive GDP-bound form to an active GTP-bound form. Further KEGG analysis in the present study indicated that activated Ras activates the Rho GTPase Cdc42, a member of the Ras GTPase superfamily, which regulates the MAPK pathway via Ste20 or Cla4. The results of the present study further support the proposal that Cdc42 serves a conserved role in regulating morphogenesis by controlling actin-mediated polarized growth and signaling pathways that are required for morphological responses in a variety of fungi (<xref rid="b37-mmr-0-0-12285" ref-type="bibr">37</xref>&#x2013;<xref rid="b39-mmr-0-0-12285" ref-type="bibr">39</xref>).</p>
<p>Cell wall glycoconjugates of pathogenic fungi, known as pathogen-associated molecular patterns, or PAMPs, are involved in virulence and pathogenicity. Previous studies have reported that the <italic>S. schenckii</italic> cell wall is composed of a peptido-rhamnomannan component, &#x03B2;-glucans and chitin, which are involved in the innate immune response, binding to the corresponding pattern-recognition receptors and triggering the secretion of specific cytokines (<xref rid="b40-mmr-0-0-12285" ref-type="bibr">40</xref>&#x2013;<xref rid="b42-mmr-0-0-12285" ref-type="bibr">42</xref>). In the present study, fluorescence microscopy of 48-h cultured yeast cells labeled with calcofluor white to target chitin exhibited a stronger fluorescence labeling pattern than that of mycelial cells, which may indicate a thicker cell wall at the ultrastructural level during the initial yeast phase (<xref rid="b43-mmr-0-0-12285" ref-type="bibr">43</xref>). Chitin, a &#x03B2; (<xref rid="b1-mmr-0-0-12285" ref-type="bibr">1</xref>,<xref rid="b4-mmr-0-0-12285" ref-type="bibr">4</xref>)-linked homopolymer of N-acetylglucosamine, is an essential component of the cell walls and septa of all pathogenic fungi, and is therefore considered an attractive target for antifungal therapies (<xref rid="b44-mmr-0-0-12285" ref-type="bibr">44</xref>). A variable proportion of fungal chitin is synthesized and then deacetylated to chitosan through the action of one or more chitin deacetylases. Consistent with the fluorescence labeling findings, the transcriptome analysis in the present study indicated that several genes involved in chitin synthesis metabolism were distinctly upregulated in 48-h induced yeast cells. In addition, activation of the HOG MAPK cascade contributed toward the increased level of chitin in <italic>S. schenckii</italic>; previous studies have demonstrated that HOG MAPK cascades regulate chitin synthase gene expression and chitin synthesis in response to cell wall stresses in two other dimorphic fungi, <italic>S. cerevisiae</italic> and <italic>C. albicans</italic> (<xref rid="b45-mmr-0-0-12285" ref-type="bibr">45</xref>,<xref rid="b46-mmr-0-0-12285" ref-type="bibr">46</xref>).</p>
<p>Taken together, the transcriptome data and analysis in the present study lay the foundation for further research into the molecular mechanisms controlling the dimorphic switch of <italic>S</italic>. <italic>schenckii</italic> and support the development of anti-<italic>S</italic>. <italic>schenckii</italic> strategies targeting genes associated with signaling pathways.</p>
<p>The present study is limited by the fact that the early yeast Sporothrix cells preparation was performed in the BHI instead of in an animal model. Although the most frequently reported yeast-like Sporothrix cells are grown in BHI, the influence of culture media on the phenotypical trait cannot be ignored.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>Not applicable.</p>
</ack>
<sec>
<title>Funding</title>
<p>This study was supported by National Natural Science Foundation of China (grant no. 81472891) and Shenzhen Science and Technology Innovation Commission Project (grant no. JCYJ20180306173356306) which were distributed to Hong Kong University Shenzhen Hospital.</p>
</sec>
<sec sec-type="data-availability">
<title>Availability of data and materials</title>
<p>The transcriptomic data supporting the results of this article are available at NCBI under GEO with accession number GSE133322 (<uri xlink:href="https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE133322">https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE133322</uri>).</p>
</sec>
<sec>
<title>Authors&#x0027; contributions</title>
<p>ZZ and FZ designed the study, wrote the article and confirm the authenticity of all the raw data. WG, QC and YW performed the experiments, and QZ, XJ and BH analyzed the data. All the authors read and approved the final version of this manuscript.</p>
</sec>
<sec>
<title>Ethics approval and consent to participate</title>
<p>Not applicable.</p>
</sec>
<sec>
<title>Patient consent for publication</title>
<p>Not applicable.</p>
</sec>
<sec sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no competing interests.</p>
</sec>
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<floats-group>
<fig id="f1-mmr-0-0-12285" position="float">
<label>Figure 1.</label>
<caption><p>TEM of images of mycelial and yeast cells of <italic>S. schenckii</italic> showing the double-layer cell wall decorated with thin fibrils. (A) Conidium of the mycelial form of <italic>S. schenckii</italic>; the inner layer of the cell wall was 102 nm, and the outer layer was 36 nm thick. (B) Mycelium of the mycelial form of <italic>S. schenckii</italic>; the inner layer of the cell wall was 44 nm thick, and the outer layer was 40 nm thick. (C) Conidium of the 48-h induced yeast form of <italic>S. schenckii</italic>; the inner layer of the cell wall was 151 nm thick, and the outer layer was 32 nm thick. (D) Mycelium of the 48-h induced yeast form of <italic>S. schenckii</italic>; the inner layer of the cell wall was 101 nm thick, and the outer layer was 25 nm thick. TEM, transmission electron microscopy; <italic>S</italic>. <italic>schenckii, Sporothrix schenckii</italic>.</p></caption>
<graphic xlink:href="mmr-24-03-12285-g00.tif"/>
</fig>
<fig id="f2-mmr-0-0-12285" position="float">
<label>Figure 2.</label>
<caption><p>Fluorescence microscopy images of <italic>S. schenckii</italic> (A) mycelial cells and (B) 48-h induced yeast cells labeled with fungal fluorescence dye. The labeled cells were visualized using a Nikon Microscope (&#x00D7;20 magnification). <italic>S</italic>. <italic>schenckii, Sporothrix schenckii</italic>.</p></caption>
<graphic xlink:href="mmr-24-03-12285-g01.tif"/>
</fig>
<fig id="f3-mmr-0-0-12285" position="float">
<label>Figure 3.</label>
<caption><p>Volcano plot of differentially-expressed genes. In total, 12,217 genes were differentially expressed between the mycelial and 48-h induced yeast forms, with 7,271 genes upregulated and 4,946 genes downregulated.</p></caption>
<graphic xlink:href="mmr-24-03-12285-g02.tif"/>
</fig>
<fig id="f4-mmr-0-0-12285" position="float">
<label>Figure 4.</label>
<caption><p>GO enrichment analysis of common differentially-expressed genes. The horizontal coordinate represents enriched GOs, and the vertical coordinate indicates the number of differentially-expressed genes. Different colors represented different GO classifications, namely molecular function, biological process and cellular component. In this map, enriched genes in the cellular component classification were most abundant and were mainly concentrated in the &#x2018;integral component of membrane&#x2019; class. GO, Gene Ontology.</p></caption>
<graphic xlink:href="mmr-24-03-12285-g03.tif"/>
</fig>
<fig id="f5-mmr-0-0-12285" position="float">
<label>Figure 5.</label>
<caption><p>Histogram of the Kyoto Encyclopedia of Genes and Genomes pathway classification of differentially-expressed genes of <italic>Sporothrix schenckii</italic>.</p></caption>
<graphic xlink:href="mmr-24-03-12285-g04.tif"/>
</fig>
<fig id="f6-mmr-0-0-12285" position="float">
<label>Figure 6.</label>
<caption><p>Derived model of the two-component and Ras-Hog1 signaling pathways involved in the initial phase of dimorphic switch of <italic>Sporothrix schenckii</italic> based on the results of transcriptomic profiling of differentially expressed genes in the 48-h induced yeast phase and the Kyoto Encyclopedia of Genes and Genomes pathway database.</p></caption>
<graphic xlink:href="mmr-24-03-12285-g05.tif"/>
</fig>
<table-wrap id="tI-mmr-0-0-12285" position="float">
<label>Table I.</label>
<caption><p>Sequencing data statistics.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">Sample</th>
<th align="center" valign="bottom">Raw reads</th>
<th align="center" valign="bottom">Q20(&#x0025;)</th>
<th align="center" valign="bottom">Q30(&#x0025;)</th>
<th align="center" valign="bottom">Err(&#x0025;)</th>
<th align="center" valign="bottom">GC&#x0025;</th>
<th align="center" valign="bottom">Clean reads</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Mycelial</td>
<td align="center" valign="top">27,465,858</td>
<td align="center" valign="top">95.70</td>
<td align="center" valign="top">90.91</td>
<td align="center" valign="top">0.33</td>
<td align="center" valign="top">54.84</td>
<td align="center" valign="top">24,904,510</td>
</tr>
<tr>
<td align="left" valign="top">48-h induced yeast</td>
<td align="center" valign="top">23,746,248</td>
<td align="center" valign="top">97.66</td>
<td align="center" valign="top">94.69</td>
<td align="center" valign="top">0.18</td>
<td align="center" valign="top">46.80</td>
<td align="center" valign="top">22,814,406</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1-mmr-0-0-12285"><p>Q20, an error rate of 1 in 100, with a corresponding call accuracy of 99&#x0025;; Q30, represent an error rate of 1 in 1,000, with a corresponding call accuracy of 99.9&#x0025;; Err, error rate.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tII-mmr-0-0-12285" position="float">
<label>Table II.</label>
<caption><p>Assembly result statistics.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">Total_sequence</th>
<th align="center" valign="bottom">Total_base</th>
<th align="center" valign="bottom">N50</th>
<th align="center" valign="bottom">N90</th>
<th align="center" valign="bottom">Max_length</th>
<th align="center" valign="bottom">Min_length</th>
<th align="center" valign="bottom">GC(&#x0025;)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">31,779</td>
<td align="center" valign="top">72,164,889</td>
<td align="center" valign="top">4,155</td>
<td align="center" valign="top">993</td>
<td align="center" valign="top">29,705</td>
<td align="center" valign="top">301</td>
<td align="center" valign="top">52.98</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn2-mmr-0-0-12285"><p>N50, a standard to evaluate the quality of genome splicing. The unigenes are sorted from large to small, when the length of fragments is accumulated to 50&#x0025; of the total fragment length, the length of small fragments is the N50 value; N90, a standard to evaluate the quality of genome splicing. The unigenes are sorted from large to small, when the length of fragments is accumulated to 90&#x0025; of the total fragment length, the length of small fragments is the N50 value.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tIII-mmr-0-0-12285" position="float">
<label>Table III.</label>
<caption><p>Transcriptome data functional annotation statistics.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">Annotation Database</th>
<th align="center" valign="bottom">Number of unigenes</th>
<th align="center" valign="bottom">Percentage (&#x0025;)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Nr</td>
<td align="center" valign="top">21,079</td>
<td align="center" valign="top">&#x00A0;&#x00A0;66.33</td>
</tr>
<tr>
<td align="left" valign="top">Swissprot</td>
<td align="center" valign="top">17,398</td>
<td align="center" valign="top">&#x00A0;&#x00A0;54.75</td>
</tr>
<tr>
<td align="left" valign="top">KOG</td>
<td align="center" valign="top">13,854</td>
<td align="center" valign="top">&#x00A0;&#x00A0;43.59</td>
</tr>
<tr>
<td align="left" valign="top">KEGG</td>
<td align="center" valign="top">11,062</td>
<td align="center" valign="top">&#x00A0;&#x00A0;34.81</td>
</tr>
<tr>
<td align="left" valign="top">In at least one database</td>
<td align="center" valign="top">23,329</td>
<td align="center" valign="top">&#x00A0;&#x00A0;73.41</td>
</tr>
<tr>
<td align="left" valign="top">Total unigenes</td>
<td align="center" valign="top">31,779</td>
<td align="center" valign="top">100.0</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn3-mmr-0-0-12285"><p>Nr, Non-redundant protein database; KOG, the eukaryotic database of Clusters of Orthologous Group of proteins database; KEGG, Kyoto Encyclopedia of Genes and Genomes.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tIV-mmr-0-0-12285" position="float">
<label>Table IV.</label>
<caption><p>Genes in signaling pathways associated with dimorphic switching identified in the transcriptome of <italic>S. schenckii</italic>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">Gene</th>
<th align="center" valign="bottom">Log FC</th>
<th align="center" valign="bottom">P-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">CDC24</td>
<td align="center" valign="top">12.49721754</td>
<td align="center" valign="top">3.88&#x00D7;10<sup>&#x2212;17</sup></td>
</tr>
<tr>
<td align="left" valign="top">cdc28</td>
<td align="center" valign="top">&#x2212;2.38905262</td>
<td align="center" valign="top">1.72&#x00D7;10<sup>&#x2212;3</sup></td>
</tr>
<tr>
<td align="left" valign="top">cdc42</td>
<td align="center" valign="top">12.12659431</td>
<td align="center" valign="top">3.49&#x00D7;10<sup>&#x2212;24</sup></td>
</tr>
<tr>
<td align="left" valign="top">chk1</td>
<td align="center" valign="top">10.97359207</td>
<td align="center" valign="top">5.54&#x00D7;10<sup>&#x2212;24</sup></td>
</tr>
<tr>
<td align="left" valign="top">cla4</td>
<td align="center" valign="top">11.87930169</td>
<td align="center" valign="top">2.61&#x00D7;10<sup>&#x2212;15</sup></td>
</tr>
<tr>
<td align="left" valign="top">drk1</td>
<td align="center" valign="top">8.876696836</td>
<td align="center" valign="top">5.43&#x00D7;10<sup>&#x2212;07</sup></td>
</tr>
<tr>
<td align="left" valign="top">gpd1</td>
<td align="center" valign="top">&#x00A0;&#x00A0;10.2951049</td>
<td align="center" valign="top">9.25&#x00D7;10<sup>&#x2212;11</sup></td>
</tr>
<tr>
<td align="left" valign="top">gre2</td>
<td align="center" valign="top">11.98573676</td>
<td align="center" valign="top">9.21&#x00D7;10<sup>&#x2212;24</sup></td>
</tr>
<tr>
<td align="left" valign="top">hog1</td>
<td align="center" valign="top">13.35994596</td>
<td align="center" valign="top">1.06&#x00D7;10<sup>&#x2212;19</sup></td>
</tr>
<tr>
<td align="left" valign="top">hsl1</td>
<td align="center" valign="top">12.78354566</td>
<td align="center" valign="top">5.48&#x00D7;10<sup>&#x2212;18</sup></td>
</tr>
<tr>
<td align="left" valign="top">msn2,4</td>
<td align="center" valign="top">13.46928334</td>
<td align="center" valign="top">5.00&#x00D7;10<sup>&#x2212;20</sup></td>
</tr>
<tr>
<td align="left" valign="top">opy2</td>
<td align="center" valign="top">10.87439311</td>
<td align="center" valign="top">2.16&#x00D7;10<sup>&#x2212;12</sup></td>
</tr>
<tr>
<td align="left" valign="top">pbs2</td>
<td align="center" valign="top">10.66018548</td>
<td align="center" valign="top">8.56&#x00D7;10<sup>&#x2212;20</sup></td>
</tr>
<tr>
<td align="left" valign="top">ralbp1</td>
<td align="center" valign="top">2.161074365</td>
<td align="center" valign="top">1.65&#x00D7;10<sup>&#x2212;3</sup></td>
</tr>
<tr>
<td align="left" valign="top">skn7</td>
<td align="center" valign="top">3.663787304</td>
<td align="center" valign="top">3.75&#x00D7;10<sup>&#x2212;06</sup></td>
</tr>
<tr>
<td align="left" valign="top">sko1</td>
<td align="center" valign="top">12.57430068</td>
<td align="center" valign="top">2.29&#x00D7;10<sup>&#x2212;17</sup></td>
</tr>
<tr>
<td align="left" valign="top">sln1</td>
<td align="center" valign="top">14.1849827</td>
<td align="center" valign="top">3.60&#x00D7;10<sup>&#x2212;22</sup></td>
</tr>
<tr>
<td align="left" valign="top">ssk1</td>
<td align="center" valign="top">&#x2212;3.84358211</td>
<td align="center" valign="top">3.69&#x00D7;10<sup>&#x2212;05</sup></td>
</tr>
<tr>
<td align="left" valign="top">ssk2</td>
<td align="center" valign="top">12.08651326</td>
<td align="center" valign="top">1.00&#x00D7;10<sup>&#x2212;26</sup></td>
</tr>
<tr>
<td align="left" valign="top">ste11</td>
<td align="center" valign="top">3.923507879</td>
<td align="center" valign="top">1.46&#x00D7;10<sup>&#x2212;07</sup></td>
</tr>
<tr>
<td align="left" valign="top">ste12</td>
<td align="center" valign="top">&#x2212;3.680198317</td>
<td align="center" valign="top">5.13&#x00D7;10<sup>&#x2212;07</sup></td>
</tr>
<tr>
<td align="left" valign="top">ste20</td>
<td align="center" valign="top">13.90389877</td>
<td align="center" valign="top">2.50&#x00D7;10<sup>&#x2212;21</sup></td>
</tr>
<tr>
<td align="left" valign="top">ste50</td>
<td align="center" valign="top">11.67340917</td>
<td align="center" valign="top">1.49&#x00D7;10<sup>&#x2212;27</sup></td>
</tr>
<tr>
<td align="left" valign="top">ste7</td>
<td align="center" valign="top">12.45175501</td>
<td align="center" valign="top">5.34&#x00D7;10<sup>&#x2212;17</sup></td>
</tr>
<tr>
<td align="left" valign="top">swe1</td>
<td align="center" valign="top">9.460635913</td>
<td align="center" valign="top">1.83&#x00D7;10<sup>&#x2212;08</sup></td>
</tr>
<tr>
<td align="left" valign="top">Tcsa</td>
<td align="center" valign="top">&#x2212;2.369133725</td>
<td align="center" valign="top">1.06&#x00D7;10<sup>&#x2212;2</sup></td>
</tr>
<tr>
<td align="left" valign="top">Ypd1</td>
<td align="center" valign="top">10.77251106</td>
<td align="center" valign="top">3.94&#x00D7;10<sup>&#x2212;20</sup></td>
</tr>
</tbody>
</table>
</table-wrap>
</floats-group>
</article>
