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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.2017.02621</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>Dicer-like Proteins Regulate the Growth, Conidiation, and Pathogenicity of <italic>Colletotrichum gloeosporioides</italic> from <italic>Hevea brasiliensis</italic></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Qiannan</given-names></name>
<xref ref-type="author-notes" rid="fn004"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/375932/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>An</surname> <given-names>Bang</given-names></name>
<xref ref-type="author-notes" rid="fn004"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Hou</surname> <given-names>Xingrong</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Guo</surname> <given-names>Yunfeng</given-names></name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Luo</surname> <given-names>Hongli</given-names></name>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>He</surname> <given-names>Chaozu</given-names></name>
<xref ref-type="author-notes" rid="fn002"><sup>&#x0002A;</sup></xref>
</contrib>
</contrib-group>
<aff><institution>Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresources and College of Biology, Institute of Tropical Agriculture and Forestry, Hainan University</institution>, <addr-line>Haikou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Simone Ferrari, Sapienza Universit&#x000E0; di Roma, Italy</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Zonghua Wang, Fujian Agriculture and Forestry University, China; Yusuke Saijo, Nara Institute of Science and Technology, Japan</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Hongli Luo <email>hlluo&#x00040;hainu.edu.cn</email></p></fn>
<fn fn-type="corresp" id="fn002"><p>Chaozu He <email>czhe&#x00040;hainu.edu.cn</email></p></fn>
<fn fn-type="other" id="fn003"><p>This article was submitted to Plant Microbe Interactions, a section of the journal Frontiers in Microbiology</p></fn>
<fn fn-type="other" id="fn004"><p>&#x02020;These authors have contributed equally to this work.</p></fn></author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>01</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>2621</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>06</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>12</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2018 Wang, An, Hou, Guo, Luo and He.</copyright-statement>
<copyright-year>2018</copyright-year>
<copyright-holder>Wang, An, Hou, Guo, Luo and He</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><p><italic>Colletotrichum gloeosporioides</italic> from <italic>Hevea brasiliensis</italic> is the hemibiotrophic fungi which could cause anthracnose in rubber trees. Dicer like proteins (DCL) were the core enzymes for generation of small RNAs. In the present study, the knocking-out mutants of two dicer like proteins encoding genes of <italic>C. gloeosporioides</italic> were constructed; and functions of two proteins were investigated. The results showed that DCL play important roles in regulating the growth, conidiation and pathogenicity of <italic>C. gloeosporioides</italic>; and there is a functional redundancy between DCL1 and DCL2. Microscopy analysis and DAB staining revealed that loss of penetration ability into the host cells, instead of the decreased growth rate, was the main cause for the impaired pathogenicity of the &#x00394;Dcl1&#x00394;Dcl2 double mutant. Proteomics analysis suggested that DCL proteins affected the expression of functional proteins to regulating multiple biological processes of <italic>C. gloeosporioides</italic>. These data lead to a better understanding of the functions of DCL proteins in regulating the development and pathogenesis of <italic>C. gloeosporioides</italic>.</p></abstract>
<kwd-group>
<kwd><italic>Colletotrichum gloeosporioides</italic></kwd>
<kwd>dicer like proteins</kwd>
<kwd>conidiation</kwd>
<kwd>pathogenicity</kwd>
<kwd>proteomics analysis</kwd>
</kwd-group>
<contract-num rid="cn001">20163046</contract-num>
<contract-num rid="cn002">kyqd1517</contract-num>
<contract-num rid="cn003">31560044</contract-num>
<contract-num rid="cn003">31360424</contract-num>
<contract-sponsor id="cn001">Natural Science Foundation of Hainan Province<named-content content-type="fundref-id">10.13039/501100005693</named-content></contract-sponsor>
<contract-sponsor id="cn002">Hainan University<named-content content-type="fundref-id">10.13039/501100005693</named-content></contract-sponsor>
<contract-sponsor id="cn003">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<counts>
<fig-count count="7"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="38"/>
<page-count count="12"/>
<word-count count="7241"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Rubber tree (<italic>Hevea brasiliensis</italic>) is one of important tropic economic crops which serve the primary resource of nature rubber. The anthracnose of rubber tree caused by <italic>Colletotrichum</italic> led to serious economic losses in Hainan province, the main rubber planting area of China. In the preliminary work, we found that <italic>Colletotrichum gloeosporioides</italic> is the main pathogen of anthracnose. To explore the molecular mechanism of its pathogenicity, the genome of <italic>C. gloeosporioides</italic> from was sequenced (data unpublished). <italic>Colletotrichum</italic> species are common plant pathogens which have a hemibiotrophic lifestyle, meaning that they are biotrophic at initial stage of infection to their host cells and necrotrophic at later phase (Koeck et al., <xref ref-type="bibr" rid="B15">2011</xref>; O&#x00027;Connell et al., <xref ref-type="bibr" rid="B23">2012</xref>). It is vital for pathogens to overcome the plant immune system at the biotrophic stage. Effector proteins were thought to play as molecular weapons to suppress the plant immunity (Jones and Dangl, <xref ref-type="bibr" rid="B13">2006</xref>; G&#x000F6;hre and Robatzek, <xref ref-type="bibr" rid="B11">2008</xref>; Rafiqi et al., <xref ref-type="bibr" rid="B27">2012</xref>). When interact with the host plant, <italic>Colletotrichum higginsianum</italic> could secret a lot of effector proteins by appressoria and intracellular hyphae to manipulate the plant physical processes to ensure its successful evasion (Stephenson et al., <xref ref-type="bibr" rid="B32">2000</xref>; Kleemann et al., <xref ref-type="bibr" rid="B14">2012</xref>; Pumplin and Voinnet, <xref ref-type="bibr" rid="B26">2013</xref>).</p>
<p>Small RNAs, about 20&#x02013;30 nucleotide long, are small non-coding RNAs found in living cells. Small RNAs could regulate the gene expression at both posttranscriptional and transcriptional levels, which is known as gene silencing (PTGS) (Matzke and Matzke, <xref ref-type="bibr" rid="B19">1995</xref>), quelling (Romano and Macino, <xref ref-type="bibr" rid="B28">1992</xref>), and RNA interference (RNAi) (Bass, <xref ref-type="bibr" rid="B3">2000</xref>). There are three major classes of small RNAs identified in eukaryotes by now: small interfering RNA (siRNA), microRNA (miRNA) and piwi-interacting RNA (piRNA) (Carthew and Sontheimer, <xref ref-type="bibr" rid="B6">2009</xref>; Moazed, <xref ref-type="bibr" rid="B21">2009</xref>), and each class of small RNAs has diverse functions. In animals and plants, small RNAs are proved to play vital roles in regulating multiple biological processes, including morphogenesis, hormone signaling and stress responses (Bartel, <xref ref-type="bibr" rid="B2">2004</xref>; Rubio-Somoza et al., <xref ref-type="bibr" rid="B29">2009</xref>; Mendell and Olson, <xref ref-type="bibr" rid="B20">2012</xref>). In fungi, small RNAs also play multiple biological functions, including regulation of heterochromatin formation in <italic>Schizosaccharomyces pombe</italic> (Volpe et al., <xref ref-type="bibr" rid="B34">2002</xref>), controlling of transposon in <italic>Neurospora crassa</italic> (Nolan et al., <xref ref-type="bibr" rid="B22">2005</xref>), and mediating defense against virus in <italic>Aspergillus nidulans</italic> (Ding and Lu, <xref ref-type="bibr" rid="B8">2011</xref>). Recent works show that the fungal pathogens could also manipulate the immunity system of the host plant by generating small RNAs. Weiberg et al. (<xref ref-type="bibr" rid="B35">2013</xref>) found that <italic>Botrytis cinerea</italic> (a necrotrophic pathogen) could secret small RNAs into the host plant, hijack the host Argonaute (AGO) proteins to decrease the plant immunity. Dicer like proteins (DCL) are important for generation of small RNAs in living cells (MacRae et al., <xref ref-type="bibr" rid="B18">2006</xref>; Xue et al., <xref ref-type="bibr" rid="B36">2012</xref>). Many animals and fungi have two Dicer-like genes (<italic>Dcl</italic>), and plant have four or six Dicer-like genes. In the human endothelial cells, microRNAs regulate the gene expression in a dicer dependent manner (Su&#x000E1;rez et al., <xref ref-type="bibr" rid="B33">2007</xref>). In <italic>Drosophila</italic> cells, DCL1 and DCL2 play distinct roles in processing miRNA precursors and siRNA precursors (Lee et al., <xref ref-type="bibr" rid="B16">2004</xref>). In <italic>Arabidopsis thaliana</italic>, DCLs play multiple roles in regulating biological processes, such as flowering process (Schmitz et al., <xref ref-type="bibr" rid="B31">2007</xref>) and virus induced host silencing (Blevins et al., <xref ref-type="bibr" rid="B4">2006</xref>). In fungi, DCLs of <italic>B. cinerea</italic> are proved to be involved in vegetative growth and processing of small RNAs (Weiberg et al., <xref ref-type="bibr" rid="B35">2013</xref>). The functions of DCLs in <italic>C. gloeosporioides</italic> are still unclear. Therefore, in the present study, two <italic>Dcl</italic> genes in <italic>C. gloeosporioides</italic> were knocked out and their functions in regulating growth, conidiation and pathogenicity were investigated.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>Fungal strains and culture conditions</title>
<p><italic>Colletotrichum gloeosporioides</italic> was isolated from the <italic>H. brasiliensis</italic> with Anthracnose; furthermore, the genome of the <italic>C. gloeosporioides</italic> was sequenced for exploration of possible mechanism of pathogenicity (data unpublished). The <italic>C. gloeosporioides</italic> was used as recipient strain for the transformation experiments and as a WT control. All the <italic>C. gloeosporioides</italic> strains were grown on potato dextrose agar (PDA) at 28&#x000B0;C.</p>
</sec>
<sec>
<title>Vector constructions</title>
<p>Vector pCB1532 carrying the acetolactate synthase gene (SUR) cassette from <italic>M. oryzae</italic> (Yang et al., <xref ref-type="bibr" rid="B37">2013</xref>) conferred resistance to chlorimuron ethyl (a sulfonylurea herbicide) and pKOV21 carrying the hygromycin phosphotransferase gene (HPH) conferred resistance to hygromycin were used to construct the replacement vectors. The replacement vector for <italic>Dcl1</italic> was designed as described in Figure <xref ref-type="fig" rid="F1">1A</xref>: the 5&#x02032; flanking region and 3&#x02032; region of the <italic>Dcl1</italic> nucleotide were amplified by use of the primer pairs 1/2 and 3/4, respectively; then the two fragments were excised with EcoRI/HindIII and XbaI/EcoRI respectively and ligated into vector pCB1532 to construct the replacement vector. The replacement vector for <italic>Dcl2</italic> was designed as described in Figure <xref ref-type="fig" rid="F1">1B</xref>: the 5&#x02032; flanking region and 3&#x02032; region of the <italic>Dcl2</italic> nucleotide were amplified by use of the primer pairs 5/6 and 7/8, respectively; then the two fragments were excised with EcoRI/HindIII and XbaI/EcoRI respectively and ligated into vector pKOV21 to construct the replacement vector. The two deletion vectors were excised with EcoRI before transformation of the <italic>C. gloeosporioides</italic> strain. Vector pBS-NEO carrying the Neomycin phosphotransferase gene (NPTII) conferred resistance to Geneticin (G418) was used to construct the complementation vector. To get the complementation vector, a 6.4 kb fragment containing <italic>Dcl1</italic> the sequence together with a 1.4 kb upstream nucleotide and a 5.9 kb fragment containing <italic>Dcl2</italic> the sequence together with a 1.3 kb upstream nucleotide were amplified by using the primers 21/22 and 23/24; then the two fragments were excised with XbaI/BamHI and SacII/XbaI respectively and ligated into the vector pBS-NEO (Figure <xref ref-type="supplementary-material" rid="SM1">S2A</xref>). The complementation vector was excised with XbaI before transformation of the double deletion mutant strain.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>The gene deletion strategy and PCR confirmation of <italic>Dcl1</italic> <bold>(A)</bold> and <italic>Dcl2</italic> <bold>(B)</bold> in <italic>C. gloeosporioides</italic>. Putative mutants were screened with diagnostic primers, which were indicated with black triangles. <bold>(C,D)</bold> Confirmation of the correct recombination of the deletion cassettes to the gene loci with Southern blot. The downstream flanking of the sequences were used as the probes for Southern blot analyses.</p></caption>
<graphic xlink:href="fmicb-08-02621-g0001.tif"/>
</fig>
</sec>
<sec>
<title>Transformation of <italic>C. gloeosporioides</italic>, PCR diagnosis, and single conidia purification</title>
<p>Conidia was inoculated into the 200 mL potato broth to make the initial number of conidia to 10<sup>5</sup> conidia ml<sup>&#x02212;1</sup> and then cultured at 28&#x000B0;C, 150 rpm for 24 h. Then the mycelium were collected with the nylon membrane, washed two times with 1 M sorbitol and transfer to the 1 M sorbitol containing the 10 mg ml<sup>&#x02212;1</sup> lysing enzyme (Sigma-Aldrich). Then the mycelium was incubated at 28&#x000B0;C, 100 rpm for 3 h to catalyze the cell wall. After that, the protoplast were filtered with nylon membrane and collected by centrifugation with 2,000 rpm at 4&#x000B0;C, washed two times and resuspened with STC buffer (1 M sorbitol, 50 mMTris-Cl, 10 mM CaCl<sub>2</sub>, pH 7.4) to the final concentration of 10<sup>8</sup> ml<sup>&#x02212;1</sup> CFU. For the transformation, 100 &#x003BC;L linearized replacement vector was added into the 200 &#x003BC;L protoplast and the mixture was incubated on ice for 20 min. Then 1 ml 40% PEG dissolved in STC buffer was added into the protoplast mixture and placed for 20 min at 28&#x000B0;C. After the transformation, 5 mL liquid regeneration medium (1 g L<sup>&#x02212;1</sup> yeast extract, 1 g L<sup>&#x02212;1</sup> casein, 6 M sucrose) was added into the protoplast and cultured at 28&#x000B0;C, 100 rpm for 4 h. Then the regenerated protoplast was transfer into the regeneration medium with 1% agar at about 50&#x000B0;C, mixed gently and spread on the petri dish. After the agar concreted, same volume of regeneration medium with 1% agar containing 100 &#x003BC;g ml<sup>&#x02212;1</sup> chlorimuron ethyl or 200 &#x003BC;g ml<sup>&#x02212;1</sup> hygromycin was spread on the upper level to select the transformants. For generation of the double mutants, the <italic>Dcl1</italic> deletion mutants were used as the recipient strain to conduct the protoplast preparation and transformation to delete <italic>Dcl2</italic>. The chlorimuron ethyl-resistant or the hygromycin-resistant strains were isolated and analyzed by PCR with the primer pairs as showed in Figure <xref ref-type="fig" rid="F1">1</xref>, which are diagnostic for homologous integration of 5&#x02032; part and 3&#x02032; part. Then the correct transformants were purified by single conidia isolations. Single conidial isolates were obtained by spreading 100 &#x003BC;L of conidial suspension (10<sup>4</sup> conidia mL<sup>&#x02212;1</sup>) on Malt extract agar medium (BD, USA) plates containing 100 &#x003BC;g mL<sup>&#x02212;1</sup> chlorimuron ethyl or 300 &#x003BC;g mL<sup>&#x02212;1</sup> hygromycin. For generation of the complementation mutants, the <italic>Dcl1</italic> and <italic>Dcl2</italic> double deletion mutants were used as the recipient strain to conduct the transformation. Regeneration medium containing 200 &#x003BC;g ml<sup>&#x02212;1</sup> G418 was used to select the transformants. PCR with the primer pairs 21/22 and 23/24 were used for integration diagnosis. After that, Single conidial isolation was conducted to purify the transformants.</p>
</sec>
<sec>
<title>Southern blot analysis</title>
<p>The genomic DNA of the WT and the mutants were extracted and excised with EcoRI. The DNA probes was amplified and labeled by digoxin using digoxigenin-dUTP (Roche) as shown in Figure <xref ref-type="fig" rid="F1">1</xref>. The DNA band with the hybridized probe was visualized using an enzyme immunoassay and enzyme catalyzed color reaction with NBT/BCIP (Roche).</p>
</sec>
<sec>
<title>Growth and conidiation assay</title>
<p>Wild-type and the mutant strains were grown for 3 day on PDA medium and a disk of hypha with diameter of 1 mm was removed from the growing edge; then the disk of hypha was inoculated on the complete medium (CM) and minimal medium (MM). After culture for 5 days, the diameter was recorded and the growth rate was calculated. Conidia were harvested from <italic>C. gloeosporioides</italic> strain grown on PDA medium for 12 day, inoculated into 50 mL liquid CM medium to the final concentration of 10<sup>3</sup> mL<sup>&#x02212;1</sup>, and cultured at 28&#x000B0;C, 150 rpm for desired time. Then the conidia number after incubation for 3 and 4 days were numbered under microscope.</p>
</sec>
<sec>
<title>Pathogenicity assay</title>
<p>For the pathogenicity assay, conidia of the WT and the mutants were collected, washed two times with ddH<sub>2</sub>O and resuspended in a solution of 5% Sabouraud Maltose Broth (Difco) to a final concentration of 2 &#x000D7; 10<sup>5</sup> conidia mL<sup>&#x02212;1</sup>. Droplets (5 &#x003BC;L) of the conidial suspensions were used to inoculate the detached &#x0201C;light green&#x0201D; leaves from rubber tree Varity 73-3-97. The inoculated leaves were kept in a moist chamber at 28&#x000B0;C under natural illumination for 4 days and the disease symptoms were scored. Each treatment contained three replicates of 15 leaves and the entire experiment was repeated three times.</p>
</sec>
<sec>
<title>Penetration ability assay</title>
<p>Conidia was prepared as mentioned above and resuspended with sterilized ddH<sub>2</sub>O to the final concentration of 2 &#x000D7; 10<sup>5</sup> conidia mL<sup>&#x02212;1</sup>. Onion epidermis was harvested and put on water agar plates. Then the onion epidermis was inoculated with 20 &#x003BC;L of conidia suspension and kept in a moist chamber at 28&#x000B0;C for desired time. After that, the infection structures were analyzed with microscope. The penetration rates of the conidia were quantified after inoculation for 12 h. About 50 conidia were counted under the microscope, and each treatment contained three replication. Sterilized cellophane paper were put on malt extract agar medium, inoculated with 10 &#x003BC;L of conidial suspension, and kept in a moist chamber at 28&#x000B0;C for desired time. The germination were observed by using microscope.</p>
</sec>
<sec>
<title>Oxidative burst assay</title>
<p>The rubber tree leaves were wounded with sterilized needle. Conidia of WT and mutant strains was prepared as mentioned above, resuspended with 5% Sabouraud Maltose Broth (Difco) to a final concentration of 2 &#x000D7; 10<sup>5</sup> conidia mL<sup>&#x02212;1</sup>. Droplets (5 &#x003BC;L) of the conidial suspensions were used to inoculate the wounded leaves. The inoculated leaves were kept in a moist chamber at 28&#x000B0;C under natural illumination for 24 h. Then the oxidative burst was analyzed by staining the leaves with DAB (Sigma-Aldrich) according to the protocol from Daudi et al. (<xref ref-type="bibr" rid="B7">2012</xref>). Wounded leaves inoculated with the only 5% Sabouraud Maltose Broth were used as control check (CK).</p>
</sec>
<sec>
<title>Proteomic analysis</title>
<p>Protein extraction, two-dimensional (2D) gel electrophoresis, image analysis and in-gel digestion were carried out according to An et al. (<xref ref-type="bibr" rid="B1">2016</xref>). Wild-type and the mutant strains were grown for 3 day on cellophane paper plated on the Malt extract agar medium. The hyphae were collected and disrupted in liquid nitrogen by grinding in a mortar with a pestle. Total protein were extracted with the extraction buffer containing 0.5 M Tris-HCl, pH 8.3, 2% (v/v) NP-40, 20 mM MgCl<sub>2</sub>, 2% (v/v) &#x003B2;-mercaptoethanol, and 1 mM PMSF. After removing the cell debris by centrifugation, the supernatant was extracted with an equal volume of Tris-HCl (pH 7.8) buffered phenol. After centrifugation, proteins were precipitated from the final phenol phase with 5 vol of ice-cold saturated ammonium acetate in methanol overnight at &#x02212;20&#x000B0;C. Then the proteins were collected by centrifugation and washed twice with cold saturated ammonium acetate in methanol and acetone. The precipitate was air-dried for 1 h at 4&#x000B0;C and then solubilized in the thiourea/urea lysis buffer containing 2 M thiourea, 7 M urea, 4% (w/v) CHAPS, 1% (w/v) DTT, and 2% (v/v) carrier ampholytes of pH 3&#x02013;10. For two-dimensional (2D) gel electrophoresis, aliquots of 650 &#x003BC;g of proteins resolved in 340 &#x003BC;L of sample buffer (7 M urea, 2 M thiourea, 4% (w/v) CHAPS, 1% (w/v) DTT, 2% (v/v) carrier ampholytes (pH 3-10), and 0.001% (w/v) bromphenol blue) were used to rehydrate gel strips (Immobiline DryStrip pH 4&#x02013;7, 18 cm; GE Healthcare) for 16 h. The first-dimensional IEF, equilibration of the IPG strips and the second-dimensional separation were conducted with the Ettan IPGphor III and the Ettan DALTsix (GE Healthcare) systems according to the manufacturer&#x00027;s instructions. Protein spots whose expression levels changed by &#x0003E;2-fold were excised for protein identification using a MALDI-TOF/TOF mass spectrometer (Ultrafle Xtreme; Bruker Daltonics, Billerica, MA, USA). MS data were uploaded to Mascot for database searching on the Matrix Science (London, UK) public website (<ext-link ext-link-type="uri" xlink:href="http://www.matrixscience.com">http://www.matrixscience.com</ext-link>) and searched against the NCBInr protein database with BIOTOOLS software (v.3.2; Bruker Daltonics). Search parameters were set as taxonomy: Fungi; enzyme: trypsin; max missed cleavages: 1; fixed modifications: carbamidomethyl (C); variable modifications: oxidation (M); peptide mass tolerance: &#x000B1;100 ppm; fragment mass tolerance: &#x000B1;0.5 Da. In addition, a peptide charge of 1 &#x0002B; and a monoisotopic mass were selected and the instrument type was set to MALDI-TOF-TOF.</p>
</sec>
<sec>
<title>Quantitative RT-PCR analysis</title>
<p>Wild-type and the mutant strains were grown for 3 day on cellophane paper plated on the Malt extract agar medium. The hyphae were collected and disrupted in liquid nitrogen by grinding in a mortar with a pestle, then the RNA was extracted using TRIzol Reagent (Invitrogen). Reverse transcription was conducted with RevertAid RT Reverse Transcription Kit (Thermo Fisher) according to the manufacturer&#x00027;s instructions. Quantitative RT-PCR analysis was performed with the LightCycler 96 System (Roche). The beta-tubulin-1 gene was used as an endogenous control for normalization. Relative expression levels were estimated using the 2<sup>&#x02212;&#x00394;&#x00394;Ct</sup> method. The primers used for quantitative RT-PCR are listed in Table <xref ref-type="supplementary-material" rid="SM1">S1</xref>.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Generation of the &#x00394;Dcl1, &#x00394;Dcl2, &#x00394;Dcl1&#x00394;Dcl2, and the complementation mutants</title>
<p>Two dicer like protein (DCL) coding gene were identified in <italic>C. gloeosporioides</italic> using the genome database. The <italic>Dcl1</italic> consists of 4,900 bp and codes a protein composed of 1564 amino acids; the <italic>Dcl2</italic> consists of 4618 bp and codes a protein composed of 1453 amino acids. To explore their functions in <italic>C. gloeosporioides</italic>, the nucleotides of two genes were deleted by a replacement strategy as shown in Figure <xref ref-type="fig" rid="F1">1</xref>. The Chlorimuron ethyl or Hygromycin resistant colonies were analyzed for homologous integration by PCR. To verify the integration locus by PCR, primer pairs with one primer being located outside and one inside the construct were used. As shown in Figure <xref ref-type="fig" rid="F1">1</xref>, at least three mutants showed the both diagnostic fragments of 5&#x02032; and 3&#x02032; flanking region. The fragments were sequenced to ensure flawlessness. The results showed that the replacement fragments were correctly integrated into the <italic>Dcl</italic> loci. The knocking-out mutants were named &#x00394;Dcl1 and &#x00394;Dcl2 respectively. The results of PCR diagnosis of the double mutant (&#x00394;Dcl1&#x00394;Dcl2) showed all the diagnostic fragments. All the transformants were purified by single conidia isolation. The detection of WT nuclei of single conidia isolations was implemented by PCR with gene primer pair 17/18 and 19/20. The Southern blot assay indicated that the &#x00394;Dcl1, &#x00394;Dcl2, and the &#x00394;Dcl1&#x00394;Dcl2 mutants all showed single homologous integration; and the hybrid bands were consistent with expected DNA sequence lengths (Figures <xref ref-type="fig" rid="F1">1C,D</xref>). Since the purified single conidia isolates of the three mutants showed the identical phenotypes both in growth rate and pathogenicity, only one strain of each kind of mutant was chosen for detailed studies. Complemented mutant strains were diagnosed by PCR with the primer pairs 21/22 and 23/24. The correct transformants were also purified by single conidia isolation.</p>
</sec>
<sec>
<title>DCLs are involved in vegetative growth and conidiation</title>
<p>The &#x00394;Dcl1 and &#x00394;Dcl2 showed similar growth rate to WT when cultured on complete medium or minimal medium; while the vegetative growth of &#x00394;Dcl1&#x00394;Dcl2 was obviously decreased compared with WT (Figure <xref ref-type="fig" rid="F2">2A</xref>). When cultured in liquid medium, &#x00394;Dcl2 generated similar amount of conidia compared with WT, while &#x00394;Dcl1 showed an obvious increase in conidiation; for the &#x00394;Dcl1&#x00394;Dcl2, the conidiation was seriously impaired (Figure <xref ref-type="fig" rid="F2">2B</xref>). After reintroducing the <italic>Dcl1</italic> and <italic>Dcl2</italic> nucleotides back into the double deletion mutant, the growth rate of the complemented mutant strain was restored (Figure <xref ref-type="supplementary-material" rid="SM1">S2B</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Growth rate and conidiation of <italic>C. gloeosporioides</italic>. <bold>(A)</bold> Growth rate of WT and the mutant strains on complete medium (CM) and minimal medium (MM) for 5 days. <bold>(B)</bold> Conidation of WT and the mutant strains. Bars represent standard deviations (SD). Columns with different letters indicate significant difference (<italic>P</italic> &#x0003C; 0.05).</p></caption>
<graphic xlink:href="fmicb-08-02621-g0002.tif"/>
</fig>
</sec>
<sec>
<title>DCLs are required for pathogenicity and penetration process</title>
<p>Detached &#x0201C;light green&#x0201D; leaves from rubber tree Varity 73-3-97 were used to determine the pathogenicity of the mutant strains. As shown in Figure <xref ref-type="fig" rid="F3">3</xref>, about 80% conidia of the WT, &#x00394;Dcl1 and &#x00394;Dcl2 strains was able to invade the leaves and cause disease, and the lesion diameter were about 6 mm and 9 mm at 2 and 3 dpi. But &#x00394;Dcl1&#x00394;Dcl2 completely lost the pathogenicity on the rubber leaves. The lesions produced by the complemented mutant strain were nearly similar to those produced by the WT strain (Figure <xref ref-type="supplementary-material" rid="SM1">S2C</xref>).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Virulence assay on rubber tree leaves. <bold>(A)</bold> Disease symptoms of rubber tree leaves at 2 day post inoculation (dpi) and 3 dpi. <bold>(B)</bold> Mean incidence of disease of rubber tree leaves at 3 dpi. <bold>(C)</bold> Mean lesion diameters after 2 and 3 dpi. Bars represent standard deviations (SD). Columns with different letters indicate significant difference (<italic>P</italic> &#x0003C; 0.05).</p></caption>
<graphic xlink:href="fmicb-08-02621-g0003.tif"/>
</fig>
<p>To gain a further insight, we tested the conidial germination and penetration on onion epidermis and cellophane paper. After incubation of 12 h, all the conidia of WT germinated and penetrated into the onion epidermis; but the conidia of &#x00394;Dcl1&#x00394;Dcl2 mutant did not geminated at all; after 24 h, mycelium of WT formed complex networks in onion cells; but the conidia of &#x00394;Dcl1&#x00394;Dcl2 mutant had just germinated with abnormal germ tubes (Figure <xref ref-type="fig" rid="F4">4A</xref>). When cultured on the cellophane paper, conidia of &#x00394;Dcl1&#x00394;Dcl2 mutant germinated at the same rate as WT, although the growth rate was decreased (Figures <xref ref-type="fig" rid="F4">4B,C</xref>). These results suggested that the penetration ability of &#x00394;Dcl1&#x00394;Dcl2 mutant was impaired. DAB staining showed that when the wounds were inoculated with the conidia of WT, the rubber leaves could generate significant oxidative burst compared with the CK (inoculated with only Maltose Broth); but that inoculated with &#x00394;Dcl1&#x00394;Dcl2 mutant did not show significant increase in peroxide (Figure <xref ref-type="fig" rid="F5">5</xref>).</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Growth assays of WT and &#x00394;Dcl1&#x00394;Dcl2 mutant on cellophane and onion epidermis. <bold>(A)</bold> Germination behavior after culture for 12 h. <bold>(B)</bold> Germination rate of conidia of all the strains after culture for 6 h. Bars represent standard deviations (SD). <bold>(C)</bold> Penetration assay of WT and &#x00394;Dcl1&#x00394;Dcl2 mutant on onion epidermis after inoculation for 12 and 20 h. <bold>(D)</bold> Penetration rate of conidia of WT and &#x00394;Dcl1&#x00394;Dcl2 inoculated on onion epidermis for 12 h.</p></caption>
<graphic xlink:href="fmicb-08-02621-g0004.tif"/>
</fig>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Oxidative burst assay of rubber tree leaves inoculated with WT and &#x00394;Dcl1&#x00394;Dcl2 mutant by DAB staining.</p></caption>
<graphic xlink:href="fmicb-08-02621-g0005.tif"/>
</fig>
</sec>
<sec>
<title>DCLs are required for generation of functional proteins</title>
<p>A comparative proteomic analysis was conducted to identify the proteins that regulated by DCLs. The 2D gel electrophoresis was conducted to separate the proteins isolated from the WT and the &#x00394;Dcl1&#x00394;Dcl2 mutant; approximately 1680 protein spots were detected on CBB-stained 2D gels. The quantitative image analysis revealed a total of 72 protein spots that showed at least 2-fold down regulation in abundance (P &#x0003C; 0.05) in the double mutant (Figure <xref ref-type="fig" rid="F6">6</xref>). Besides, only a few protein spots showed up-regulated with abundance change smaller than 2 fold in the mutant. So only the down-regulated protein spots were further analyzed. The 72 down-regulated protein spots were excised and submitted to tandem mass spectrometry and identified by database searching with the Mascot search engine (Table <xref ref-type="table" rid="T1">1</xref>). The identified proteins were classified into 9 functional categories based on the FunCatannotation scheme (<ext-link ext-link-type="uri" xlink:href="http://ibis.helmholtz-muenchen.de/funcatDB/">http://ibis.helmholtz-muenchen.de/funcatDB/</ext-link>), including protein synthesis, cell cycle, chemical metabolism, hydrolytic enzyme, signal transduction, transport, charpones, cell structure and unknown.</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>Two-dimensional patterns of proteins of WT and &#x00394;Dcl1&#x00394;Dcl2 mutant of <italic>C. gloeosporioides</italic> from <italic>H. brasiliensis</italic>. Arrows indicate protein spots which down regulated in abundance more than 2-fold between WT and the mutant. The protein spots are numbered corresponding to those in Table <xref ref-type="table" rid="T1">1</xref>.</p></caption>
<graphic xlink:href="fmicb-08-02621-g0006.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Proteins Identified in <italic>C. gloeosporioides</italic> hyphae by quadrupole time-of-Flight tandem mass spectrometry.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Spot</bold></th>
<th valign="top" align="left"><bold>Protein name</bold></th>
<th valign="top" align="left"><bold>Accession number</bold></th>
<th valign="top" align="center"><bold>Theo. <italic>M</italic><sub>r</sub> (kDa)</bold></th>
<th valign="top" align="center"><bold>pI</bold></th>
<th valign="top" align="center"><bold>NP</bold></th>
<th valign="top" align="center"><bold>SC (%)</bold></th>
<th valign="top" align="center"><bold>WT vs. double mutant</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="8" style="background-color:#bbbdc0"><bold>CELL CYCLE</bold></td>
</tr>
<tr>
<td valign="top" align="left">20</td>
<td valign="top" align="left">DNA damage checkpoint protein rad24</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA23670.1">ELA23670.1</ext-link></td>
<td valign="top" align="center">29.81</td>
<td valign="top" align="center">4.54</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">3.25</td>
</tr>
<tr>
<td valign="top" align="left">21</td>
<td valign="top" align="left">DNA damage checkpoint protein rad24</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA23670.1">ELA23670.1</ext-link></td>
<td valign="top" align="center">29.81</td>
<td valign="top" align="center">4.54</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">5.75</td>
</tr>
<tr>
<td valign="top" align="left">22</td>
<td valign="top" align="left">DNA damage checkpoint protein rad24</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA23670.1">ELA23670.1</ext-link></td>
<td valign="top" align="center">29.81</td>
<td valign="top" align="center">4.54</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">46</td>
<td valign="top" align="center">9.64</td>
</tr>
<tr>
<td valign="top" align="left">23</td>
<td valign="top" align="left">DNA damage checkpoint protein rad24</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA23670.1">ELA23670.1</ext-link></td>
<td valign="top" align="center">29.81</td>
<td valign="top" align="center">4.54</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">43</td>
<td valign="top" align="center">2.15</td>
</tr>
<tr>
<td valign="top" align="left">71</td>
<td valign="top" align="left">Cell division control protein cdc48</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA32075.1">ELA32075.1</ext-link></td>
<td valign="top" align="center">92.79</td>
<td valign="top" align="center">4.69</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">28</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">72</td>
<td valign="top" align="left">Cell division control protein cdc48</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA32075.1">ELA32075.1</ext-link></td>
<td valign="top" align="center">92.79</td>
<td valign="top" align="center">4.69</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left" colspan="8" style="background-color:#bbbdc0"><bold>PROTEIN SYNTHESIS</bold></td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">Eukaryotic translation initiation factor 1a</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA28354.1">ELA28354.1</ext-link></td>
<td valign="top" align="center">17.97</td>
<td valign="top" align="center">4.63</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center">2.17</td>
</tr>
<tr>
<td valign="top" align="left">29</td>
<td valign="top" align="left">Eukaryotic translation initiation factor 3 subunit I</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA35605.1">ELA35605.1</ext-link></td>
<td valign="top" align="center">38.15</td>
<td valign="top" align="center">5.64</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">33</td>
<td valign="top" align="center">15.82</td>
</tr>
<tr>
<td valign="top" align="left">61</td>
<td valign="top" align="left">Elongation factor 1-gamma</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA38399.1">ELA38399.1</ext-link></td>
<td valign="top" align="center">46.72</td>
<td valign="top" align="center">6.4</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">6.76</td>
</tr>
<tr>
<td valign="top" align="left">62</td>
<td valign="top" align="left">Elongation factor 1-gamma</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA38399.1">ELA38399.1</ext-link></td>
<td valign="top" align="center">46.72</td>
<td valign="top" align="center">6.4</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">6.88</td>
</tr>
<tr>
<td valign="top" align="left">28</td>
<td valign="top" align="left">40s ribosomal protein s0</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA38230.1">ELA38230.1</ext-link></td>
<td valign="top" align="center">28.86</td>
<td valign="top" align="center">5.37</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">34</td>
<td valign="top" align="center">2.77</td>
</tr>
<tr>
<td valign="top" align="left">66</td>
<td valign="top" align="left">40s ribosomal protein s0</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA38230.1">ELA38230.1</ext-link></td>
<td valign="top" align="center">28.86</td>
<td valign="top" align="center">5.37</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">33</td>
<td valign="top" align="left">Rnp domain-containing protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA28088.1">ELA28088.1</ext-link></td>
<td valign="top" align="center">43.08</td>
<td valign="top" align="center">7.08</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">14.97</td>
</tr>
<tr>
<td valign="top" align="left">38</td>
<td valign="top" align="left">ATP-dependent RNA helicase eif4a</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA31107.1">ELA31107.1</ext-link></td>
<td valign="top" align="center">44.92</td>
<td valign="top" align="center">4.78</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">14.05</td>
</tr>
<tr>
<td valign="top" align="left">56</td>
<td valign="top" align="left">60s acidic ribosomal protein p0</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA31112.1">ELA31112.1</ext-link></td>
<td valign="top" align="center">36.55</td>
<td valign="top" align="center">4.46</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">4.73</td>
</tr>
<tr>
<td valign="top" align="left">57</td>
<td valign="top" align="left">60s acidic ribosomal protein p0</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA31112.1">ELA31112.1</ext-link></td>
<td valign="top" align="center">36.55</td>
<td valign="top" align="center">4.46</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">64</td>
<td valign="top" align="left">Peptidyl-prolyl cis-trans isomerase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA35461.1">ELA35461.1</ext-link></td>
<td valign="top" align="center">40.30</td>
<td valign="top" align="center">5.37</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">8.93</td>
</tr>
<tr>
<td valign="top" align="left" colspan="8" style="background-color:#bbbdc0"><bold>CHAPERONES</bold></td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Heat shock protein 90</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA23732.1">ELA23732.1</ext-link></td>
<td valign="top" align="center">79.45</td>
<td valign="top" align="center">4.75</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">Heat shock protein 90</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA23732.1">ELA23732.1</ext-link></td>
<td valign="top" align="center">79.45</td>
<td valign="top" align="center">4.75</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">3.01</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Heat shock protein 90</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA23732.1">ELA23732.1</ext-link></td>
<td valign="top" align="center">79.45</td>
<td valign="top" align="center">4.75</td>
<td valign="top" align="center">17</td>
<td valign="top" align="center">17</td>
<td valign="top" align="center">6.33</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">Heat shock protein 90</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA23732.1">ELA23732.1</ext-link></td>
<td valign="top" align="center">79.45</td>
<td valign="top" align="center">4.75</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">31</td>
<td valign="top" align="left">Heat shock protein 90</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA23732.1">ELA23732.1</ext-link></td>
<td valign="top" align="center">79.45</td>
<td valign="top" align="center">4.75</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">Heat shock 70 kDa protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA32774.1">ELA32774.1</ext-link></td>
<td valign="top" align="center">70.81</td>
<td valign="top" align="center">4.84</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">8.42</td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">Heat shock 70 kDa protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA32774.1">ELA32774.1</ext-link></td>
<td valign="top" align="center">70.81</td>
<td valign="top" align="center">4.84</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">4.63</td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">Heat shock 70 kDa protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA32774.1">ELA32774.1</ext-link></td>
<td valign="top" align="center">70.81</td>
<td valign="top" align="center">4.84</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">Heat shock 70 kDa protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA32774.1">ELA32774.1</ext-link></td>
<td valign="top" align="center">70.81</td>
<td valign="top" align="center">4.84</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="left">Cs domain-containing protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA32913.1">ELA32913.1</ext-link></td>
<td valign="top" align="center">22.28</td>
<td valign="top" align="center">4.14</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">5.60</td>
</tr>
<tr>
<td valign="top" align="left">43</td>
<td valign="top" align="left">Aha1 domain family</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA34267.1">ELA34267.1</ext-link></td>
<td valign="top" align="center">36.29</td>
<td valign="top" align="center">5.28</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">5.04</td>
</tr>
<tr>
<td valign="top" align="left">49</td>
<td valign="top" align="left">Calnexin</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA29565.1">ELA29565.1</ext-link></td>
<td valign="top" align="center">63.15</td>
<td valign="top" align="center">4.76</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">23</td>
<td valign="top" align="center">3.83</td>
</tr>
<tr>
<td valign="top" align="left">67</td>
<td valign="top" align="left">Glutathione s-transferase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA24003.1">ELA24003.1</ext-link></td>
<td valign="top" align="center">29.32</td>
<td valign="top" align="center">6.97</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left" colspan="8" style="background-color:#bbbdc0"><bold>TRANSPORT</bold></td>
</tr>
<tr>
<td valign="top" align="left">24</td>
<td valign="top" align="left">Rab GTPase vps21</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA25539.1">ELA25539.1</ext-link></td>
<td valign="top" align="center">25.33</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">33</td>
<td valign="top" align="center">2.82</td>
</tr>
<tr>
<td valign="top" align="left">25</td>
<td valign="top" align="left">Protein disulfide-isomerase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA28064.1">ELA28064.1</ext-link></td>
<td valign="top" align="center">56.00</td>
<td valign="top" align="center">4.57</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">23</td>
<td valign="top" align="center">3.01</td>
</tr>
<tr>
<td valign="top" align="left">32</td>
<td valign="top" align="left">Ras small monomeric GTPase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA24310.1">ELA24310.1</ext-link></td>
<td valign="top" align="center">24.37</td>
<td valign="top" align="center">4.63</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">34</td>
<td valign="top" align="left">Alpha-mannosidase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA31115.1">ELA31115.1</ext-link></td>
<td valign="top" align="center">130.90</td>
<td valign="top" align="center">6.4</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">3.64</td>
</tr>
<tr>
<td valign="top" align="left">36</td>
<td valign="top" align="left">Rab small monomeric gtpase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA36871.1">ELA36871.1</ext-link></td>
<td valign="top" align="center">23.21</td>
<td valign="top" align="center">4.61</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">37</td>
<td valign="top" align="left">Mitochondrial import receptor subunit tom-20</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA36825.1">ELA36825.1</ext-link></td>
<td valign="top" align="center">19.30</td>
<td valign="top" align="center">4.76</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">41</td>
<td valign="top" align="left">ADP-ribosylation factor</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA23700.1">ELA23700.1</ext-link></td>
<td valign="top" align="center">20.98</td>
<td valign="top" align="center">6.8</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">42</td>
<td valign="top" align="left">Clathrin light chain</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA30885.1">ELA30885.1</ext-link></td>
<td valign="top" align="center">26.12</td>
<td valign="top" align="center">4.21</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">53</td>
<td valign="top" align="left">Ras GTPase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA23977.1">ELA23977.1</ext-link></td>
<td valign="top" align="center">23.36</td>
<td valign="top" align="center">5.7</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">47</td>
<td valign="top" align="center">2.85</td>
</tr>
<tr>
<td valign="top" align="left">54</td>
<td valign="top" align="left">Ras GTPase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA23977.1">ELA23977.1</ext-link></td>
<td valign="top" align="center">23.36</td>
<td valign="top" align="center">5.7</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">43</td>
<td valign="top" align="center">2.48</td>
</tr>
<tr>
<td valign="top" align="left" colspan="8" style="background-color:#bbbdc0"><bold>CELL STRUCTURE</bold></td>
</tr>
<tr>
<td valign="top" align="left">11</td>
<td valign="top" align="left">Actin</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA34037.1">ELA34037.1</ext-link></td>
<td valign="top" align="center">41.65</td>
<td valign="top" align="center">5.15</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">17.56</td>
</tr>
<tr>
<td valign="top" align="left">12</td>
<td valign="top" align="left">Actin lateral binding protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA36900.1">ELA36900.1</ext-link></td>
<td valign="top" align="center">18.66</td>
<td valign="top" align="center">4.53</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">60</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">13</td>
<td valign="top" align="left">Actin lateral binding protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA36900.1">ELA36900.1</ext-link></td>
<td valign="top" align="center">18.66</td>
<td valign="top" align="center">4.53</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">48</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">70</td>
<td valign="top" align="left">Actin-related protein 2 3 complex subunit</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA32869.1">ELA32869.1</ext-link></td>
<td valign="top" align="center">40.03</td>
<td valign="top" align="center">6.8</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">23</td>
<td valign="top" align="center">2.64</td>
</tr>
<tr>
<td valign="top" align="left" colspan="8" style="background-color:#bbbdc0"><bold>HYDROLYTIC ENZYME</bold></td>
</tr>
<tr>
<td valign="top" align="left">14</td>
<td valign="top" align="left">Aspergillopepsin-2 heavy chain</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA36062.1">ELA36062.1</ext-link></td>
<td valign="top" align="center">9.07</td>
<td valign="top" align="center">4.82</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">15</td>
<td valign="top" align="left">Endochitinase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA36416.1">ELA36416.1</ext-link></td>
<td valign="top" align="center">44.79</td>
<td valign="top" align="center">4.57</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">2.46</td>
</tr>
<tr>
<td valign="top" align="left">16</td>
<td valign="top" align="left">Aspartic endopeptidase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA37088.1">ELA37088.1</ext-link></td>
<td valign="top" align="center">50.57</td>
<td valign="top" align="center">4.68</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">8.65</td>
</tr>
<tr>
<td valign="top" align="left">27</td>
<td valign="top" align="left">Proteasome endopeptidase complex</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA37155.1">ELA37155.1</ext-link></td>
<td valign="top" align="center">39.16</td>
<td valign="top" align="center">4.11</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">33</td>
<td valign="top" align="center">1.99</td>
</tr>
<tr>
<td valign="top" align="left" colspan="8" style="background-color:#bbbdc0"><bold>SIGNAL TRANSDUCTION</bold></td>
</tr>
<tr>
<td valign="top" align="left">17</td>
<td valign="top" align="left">Protein phosphatase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA27101.1">ELA27101.1</ext-link></td>
<td valign="top" align="center">49.29</td>
<td valign="top" align="center">4.41</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">6.25</td>
</tr>
<tr>
<td valign="top" align="left">18</td>
<td valign="top" align="left">Protein phosphatase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA27101.1">ELA27101.1</ext-link></td>
<td valign="top" align="center">49.29</td>
<td valign="top" align="center">4.41</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">17</td>
<td valign="top" align="center">6.23</td>
</tr>
<tr>
<td valign="top" align="left">19</td>
<td valign="top" align="left">Protein phosphatase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA27101.1">ELA27101.1</ext-link></td>
<td valign="top" align="center">49.29</td>
<td valign="top" align="center">4.41</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">2.02</td>
</tr>
<tr>
<td valign="top" align="left">26</td>
<td valign="top" align="left">cAMP-dependent protein kinase regulatory subunit</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA30315.1">ELA30315.1</ext-link></td>
<td valign="top" align="center">42.08</td>
<td valign="top" align="center">4.59</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">30</td>
<td valign="top" align="left">Protein phosphatase pp2a regulatory subunit a</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA34582.1">ELA34582.1</ext-link></td>
<td valign="top" align="center">69.65</td>
<td valign="top" align="center">4.56</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">7.92</td>
</tr>
<tr>
<td valign="top" align="left">35</td>
<td valign="top" align="left">Rho protein gdp dissociation inhibitor containing protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA26991.1">ELA26991.1</ext-link></td>
<td valign="top" align="center">33.50</td>
<td valign="top" align="center">6.18</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">27</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">44</td>
<td valign="top" align="left">Rho protein gdp dissociation inhibitor containing protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA26991.1">ELA26991.1</ext-link></td>
<td valign="top" align="center">33.50</td>
<td valign="top" align="center">6.18</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">39</td>
<td valign="top" align="left">Dual specificity catalytic domain containing protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA30352.1">ELA30352.1</ext-link></td>
<td valign="top" align="center">45.31</td>
<td valign="top" align="center">6.52</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">3.83</td>
</tr>
<tr>
<td valign="top" align="left" colspan="8" style="background-color:#bbbdc0"><bold>CHEMICAL METABOLISM</bold></td>
</tr>
<tr>
<td valign="top" align="left">40</td>
<td valign="top" align="left">Ethyl tert-butyl ether degradation</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA35540.1">ELA35540.1</ext-link></td>
<td valign="top" align="center">12.00</td>
<td valign="top" align="center">5.01</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">70</td>
<td valign="top" align="center">2.93</td>
</tr>
<tr>
<td valign="top" align="left">50</td>
<td valign="top" align="left">Aldehyde dehydrogenase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA36993.1">ELA36993.1</ext-link></td>
<td valign="top" align="center">49.96</td>
<td valign="top" align="center">6.25</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">9.06</td>
</tr>
<tr>
<td valign="top" align="left">51</td>
<td valign="top" align="left">Aldehyde dehydrogenase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA36993.1">ELA36993.1</ext-link></td>
<td valign="top" align="center">49.96</td>
<td valign="top" align="center">6.25</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">39</td>
<td valign="top" align="center">4.33</td>
</tr>
<tr>
<td valign="top" align="left">52</td>
<td valign="top" align="left">Aldehyde dehydrogenase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA36993.1">ELA36993.1</ext-link></td>
<td valign="top" align="center">49.96</td>
<td valign="top" align="center">6.25</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">68</td>
<td valign="top" align="left">Malate dehydrogenase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA31304.1">ELA31304.1</ext-link></td>
<td valign="top" align="center">34.33</td>
<td valign="top" align="center">6.98</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">32</td>
<td valign="top" align="center">6.61</td>
</tr>
<tr>
<td valign="top" align="left">58</td>
<td valign="top" align="left">Aminoglycoside phosphotransferase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA31403.1">ELA31403.1</ext-link></td>
<td valign="top" align="center">41.71</td>
<td valign="top" align="center">6.19</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">59</td>
<td valign="top" align="center">2.88</td>
</tr>
<tr>
<td valign="top" align="left">69</td>
<td valign="top" align="left">Dienelactone hydrolase family protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA32769.1">ELA32769.1</ext-link></td>
<td valign="top" align="center">30.97</td>
<td valign="top" align="center">6.12</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">2.47</td>
</tr>
<tr>
<td valign="top" align="left">60</td>
<td valign="top" align="left">Short chain dehydrogenase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA24821.1">ELA24821.1</ext-link></td>
<td valign="top" align="center">35.86</td>
<td valign="top" align="center">8.11</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">26</td>
<td valign="top" align="center">4.02</td>
</tr>
<tr>
<td valign="top" align="left">63</td>
<td valign="top" align="left">Superoxide dismutase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA31430.1">ELA31430.1</ext-link></td>
<td valign="top" align="center">23.00</td>
<td valign="top" align="center">7.04</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">65</td>
<td valign="top" align="left">3-hydroxyanthranilate 3,4-dioxygenase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA32139.1">ELA32139.1</ext-link></td>
<td valign="top" align="center">17.72</td>
<td valign="top" align="center">5.58</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">45</td>
<td valign="top" align="left">CipC-like antibiotic response protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA27578.1">ELA27578.1</ext-link></td>
<td valign="top" align="center">13.82</td>
<td valign="top" align="center">6.09</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">63</td>
<td valign="top" align="center">3.80</td>
</tr>
<tr>
<td valign="top" align="left">46</td>
<td valign="top" align="left">CipC-like antibiotic response protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA27578.1">ELA27578.1</ext-link></td>
<td valign="top" align="center">13.82</td>
<td valign="top" align="center">6.09</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">47</td>
<td valign="top" align="left">CipC-like antibiotic response protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA27578.1">ELA27578.1</ext-link></td>
<td valign="top" align="center">13.82</td>
<td valign="top" align="center">6.09</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">43</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">59</td>
<td valign="top" align="left">Aminoglycoside phosphotransferase</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA31403.1">ELA31403.1</ext-link></td>
<td valign="top" align="center">41.71</td>
<td valign="top" align="center">6.19</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">52</td>
<td valign="top" align="center">4.21</td>
</tr>
<tr>
<td valign="top" align="left" colspan="8" style="background-color:#bbbdc0"><bold>UNKNOW</bold></td>
</tr>
<tr>
<td valign="top" align="left">48</td>
<td valign="top" align="left">Uncharacterized protein</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA37769.1">ELA37769.1</ext-link></td>
<td valign="top" align="center">12.73</td>
<td valign="top" align="center">5.91</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">&#x0221E;</td>
</tr>
<tr>
<td valign="top" align="left">55</td>
<td valign="top" align="left">Minor allergen alt a 7</td>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ELA26079.1">ELA26079.1</ext-link></td>
<td valign="top" align="center">26.48</td>
<td valign="top" align="center">6.03</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">2.01</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Theo. Mr and pI: theoretical molecular mass and isoelectric point based on amino acid sequence of the identified protein. NP: the number of matched peptides. SC: amino acid sequence coverage for the identified proteins. WT vs. double mutant: average fold change of relative abundance of specific spot of WT vs. &#x00394;Dcl1&#x00394;Dcl2 mutant from three biological repeats. &#x0221E;: corresponding spot appeared in the WT but not in the &#x00394;Dcl1&#x00394;Dcl2 mutant</italic>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>DCLs affect gene transcript levels</title>
<p>To determine whether DCLs regulated the proteins abundance by affecting the transcript levels, the quantitative RT-PCR analysis was conducted. Our results showed that the relative levels of all of the 16 selected genes were significantly decreased; and the results was consistent with that of 2D analysis (Figure <xref ref-type="fig" rid="F7">7</xref>). These data suggested that the DCLs could directly function by affecting the transcript levels.</p>
<fig id="F7" position="float">
<label>Figure 7</label>
<caption><p>Comparison of expression profiles at the protein and mRNA levels of WT and &#x00394;Dcl1&#x00394;Dcl2 mutant of <italic>C. gloeosporioides</italic> from <italic>H. brasiliensis</italic>. The protein abundance was accessed by the protein spot volume based on the two-dimensional proteome analysis. Transcript abundance was evaluated by quantitative RT-PCR. The gene transcript levels are normalized against the beta-tubulin 1 gene, followed by normalization against the expression in WT. Bars represent standard deviations (SD).</p></caption>
<graphic xlink:href="fmicb-08-02621-g0007.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Alignment of amino acid sequences showed that the sequence of DCL of <italic>C. gloeosporioides</italic> has a high identity with that of <italic>C. higginsianum, N. crassa</italic>, and <italic>B. cinerea</italic>, indicating that the DCLs are well conserved in filamentous fungi (Figure <xref ref-type="supplementary-material" rid="SM1">S1</xref>). In the present study, knocking out of <italic>Dcl1</italic> or <italic>Dcl2</italic> did not affect the growth rate of <italic>C. gloeosporioides in vitro</italic>; but the double deletion mutant &#x00394;Dcl1&#x00394;Dcl2 showed an obvious reduction of growth rate. Conidiation is important for the reproduction and pathogenicity of fungi. Deletion of <italic>Dcl2</italic> did not influence the conidiation process; while deletion of <italic>Dcl1</italic> greatly improved the conidiation; and the loss of the two genes caused a tremendous reduction of the conidiation. These results suggested that the DCLs were important for the normal vegetative growth and conidiation of <italic>C. gloeosporioides</italic>. Furthermore, only the double mutant showed severe impair on the normal growth and conidiation, suggesting functional redundancy between DCL1 and DCL2.</p>
<p>Anthracnose of rubber tree mainly occurred at the tender and wounded leaves (Cai et al., <xref ref-type="bibr" rid="B5">2013</xref>). In the present study, the pathogenicity of the <italic>C. gloeosporioides</italic> was accessed by inoculating the conidia of the WT and mutants to the detached &#x0201C;light green&#x0201D; leaves without wound. The results showed that &#x00394;Dcl1&#x00394;Dcl2 caused no lesion on the leaves of <italic>Hevea brasiliensis</italic>, indicating the complete loss of pathogenicity; whereas both &#x00394;Dcl1 and &#x00394;Dcl2 showed similar pathogenicity as WT. The conidia viability and successful penetration are critical steps for many fungal pathogens to infect host plants. Our results showed that the germination rate of conidia of &#x00394;Dcl1&#x00394;Dcl2 mutant was nearly same as the WT when cultured on the surface of cellophane with sufficient nutrient (Figures <xref ref-type="fig" rid="F4">4B,C</xref>). When inoculated on onion epidermis, conidia of the WT could successfully penetrate into the onion epidermis after 12 h and formed complex networks in the onion cells after 20 h; but those of &#x00394;Dcl1&#x00394;Dcl2 mutant did not geminate at all after 12 h and only grow on the surface instead of penetrating into the onion cells after 20 h (Figure <xref ref-type="fig" rid="F4">4A</xref>). These results suggest that loss of penetration ability was the main cause for the decreased pathogenicity of the &#x00394;Dcl1&#x00394;Dcl2 mutant.</p>
<p>Oxidative burst is one of earliest events in the plant hypersensitive response to the pathogen attack. In the present study, DAB staining was used to analyze the hydrogen peroxide accumulation. The results showed that the mechanical damage could induce a slightly peroxide accumulation in CK. When inoculated with the WT strain of <italic>C. gloeosporioides</italic>, there was a significantly increase of hydrogen peroxide all over the leaves; but the leaves inoculated with &#x00394;Dcl1&#x00394;Dcl2 did not induce the oxidative burst, indicating that the interaction between the host and the pathogen was also impaired in &#x00394;Dcl1&#x00394;Dcl2.</p>
<p>Small RNAs were proved to play multiple functions in living cells, including the regulation of interaction between plant and pathogens (Padmanabhan et al., <xref ref-type="bibr" rid="B25">2009</xref>; Li et al., <xref ref-type="bibr" rid="B17">2013</xref>; Pumplin and Voinnet, <xref ref-type="bibr" rid="B26">2013</xref>; Ouyang et al., <xref ref-type="bibr" rid="B24">2014</xref>). In order to identify the potential targets of DCLs in <italic>C. gloeosporioides</italic> cells, proteome profiles of the wild type and &#x00394;Dcl1&#x00394;Dcl2 mutant were analyzed. Using the 2D gel electrophoresis, a total of 72 proteins spots were identified to be down-regulated in the &#x00394;Dcl1&#x00394;Dcl2 mutant. First, 6 spots representing 2 proteins related to cell cycle and 12 spots represented 9 proteins related to proteins synthesis were down regulated in the double mutant. Protein biosynthesis are the basis for normal cell growth and cell division. The decrease in expression of these two categories of proteins caused the significant impair on the hyphae growth and cell division, which lead to the depression of vegetative growth and conidiation processed (Figure <xref ref-type="fig" rid="F2">2</xref>). Chaperones are required for macromolecules to fold correctly and perform their normal biological functions. In the study, we identified 5 proteins related to polypeptide stability and folding, indicating the complicated influences of DCLs on the protein synthesis. Second, abundance of 6 proteins involved in the transport and 3 cell structure proteins were significantly reduced. Among them, the Rab GTPase, Ras GTPases and clathrin were all reported to be involved in the vesicle transport (Salminen and Novick, <xref ref-type="bibr" rid="B30">1987</xref>; Dumas et al., <xref ref-type="bibr" rid="B9">2001</xref>; Gall et al., <xref ref-type="bibr" rid="B10">2002</xref>); protein disulfide-isomerase and alpha-mannosidase are involved in the modification of secreted proteins; actin also participate in the substance transport, in addition to its function in cytoskeleton formation (Gottlieb et al., <xref ref-type="bibr" rid="B12">1993</xref>). According to the previous report, impair of the vesicle transport could also induced the decrease of the cell growth, development, and the pathogenicity of pathogens (Zhang et al., <xref ref-type="bibr" rid="B38">2014</xref>), which were in accordance with our results (Figures <xref ref-type="fig" rid="F2">2</xref>, <xref ref-type="fig" rid="F3">3</xref>). It is well known that, in order to facilitate the penetration process, fungal pathogens could secret abundance of hydrolytic enzymes to degrade the cell wall or defense proteins of the host plant. Here we found that 4 hydrolytic enzymes, including aspergillopepsin-2, endochitinase, aspartic endopeptidase and proteasome endopeptidase, were decreased in the double mutant, which may impair the penetration ability of the pathogen (Figure <xref ref-type="fig" rid="F4">4</xref>). 5 proteins (8 spots) related to signal transduction were also down regulated in the double mutant, indicating that DCLs also function as signal regulators. Moreover, 9 identified proteins are related to metabolisms were also down-regulated, including tricarboxylic acid cycle, alcohol metabolism, fatty-acid and isoprenoid metabolism, superoxide metabolism and antibiotic response proteins, indicating the diverse functions of the DCLs. Taking together, the proteomics assays revealed that DCLs regulate vegetative growth and conidiation by delaying the cell cycle, repress the protein synthesis and even the disturbance of the cell skeleton. Fungal pathogenicity is up to many biological processes, including the attachment of conidia to host plant surface, conidia germination, hyphal penetration, and overcoming of plant immunity. In the present study, a series of proteins directly related to or involved in the fungal pathogenicity were significantly down regulated, which may be the main cause of the loss of pathogenicity of the mutant. It has been reported that DCLs could affect the transcript levels of the target genes via generation of small RNAs (Li et al., <xref ref-type="bibr" rid="B17">2013</xref>; Ouyang et al., <xref ref-type="bibr" rid="B24">2014</xref>). In the present study, the quantitative RT-PCR assays showed that the transcript levels of 16 selected genes were significantly decreased, and results were in consistent with the variation in abundance of relative protein, suggesting that the DCLs regulated protein abundance via affecting the transcript levels of relative genes.</p>
<p>To summarize, DCLs regulate the growth, conidiation and pathogenicity by affecting the expression of a series of functional proteins in <italic>C. gloeosporioides</italic>.</p>
</sec>
<sec id="s5">
<title>Author contributions</title>
<p>QW and BA conceived and designed this study. QW, XH, and YG performed the experiments. BA and HL wrote the manuscript. CH provided critical advice. All authors approved the final manuscript to be published.</p>
<sec>
<title>Conflict of interest statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</sec>
</body>
<back>
<sec sec-type="supplementary-material" id="s6">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2017.02621/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2017.02621/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table2.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This study was supported by the National Natural Science Foundation of China (No. 31560044), the National Natural Science Foundation of China (No. 31360424), the Natural Science Foundation of Hainan Province (No. 20163046), the startup funding and the scientific research foundation of Hainan University (No. kyqd1517).</p>
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