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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2023.1072181</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Genome-wide identification and validation of tomato-encoded sRNA as the cross-species antifungal factors targeting the virulence genes of <italic>Botrytis cinerea</italic>
</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Fangli</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/836752"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Yani</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jiang</surname>
<given-names>Wenqin</given-names>
</name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jin</surname>
<given-names>Weibo</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/537773"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Key Laboratory of Plant Secondary Metabolism and Regulation of Zhejiang Province, College of Life Sciences and Medicine, Zhejiang Sci-Tech University</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Jun Cui, Hunan Normal University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Ming wang, University of California, Los Angeles, United States; Zhenhui Zhong, University of California, Los Angeles, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Weibo Jin, <email xlink:href="mailto:jwb@zstu.edu.cn">jwb@zstu.edu.cn</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Plant Cell Biology, a section of the journal Frontiers in Plant Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1072181</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Wu, Huang, Jiang and Jin</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Wu, Huang, Jiang and Jin</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Recent evidence shows that small RNAs are transferred from a species to another through cross-species transmission and exhibit biological activities in the receptor. In this study, we focused on tomato-derived sRNAs play a role of defense against <italic>Botrytis cinerea</italic>. Bioinformatics method was firstly employed to identify tomato-encoded sRNAs as the cross-species antifungal factors targeting <italic>B. cinerea</italic> genes. Then the expression levels of some identifed sRNAs were checked in <italic>B. cinerea</italic>-infected plant using qRT-PCR method. Exogenic RNA-induced gene silences analysis were performed to investigate the antifungal roles of the sRNAs, and the target genes in <italic>B. cinerea</italic> of antifungal sRNAs would be confirmed by using co-expression analysis. Results showed that a total of 21 <italic>B.cinerea</italic>-induced sRNAs with high abundance were identified as the cross-kingdom regulator candidates. Among them, three sRNAs containing a miRNA (miR396a-5p) and two siRNA (siR3 and siR14) were selected for experimental validation and bioassay analysis. qRT-PCR confirmed that all of these 3 sRNAs were induced in tomato leaves by <italic>B. cinerea</italic> infection. Correspondingly, 4 virulence genes of B. cinerea respectively targeted by these 3 sRNAs were down-regulated. Bioassay revealed that all of these 3 cross-species sRNAs could inhibit the virulence and spore gemination of <italic>B. cinerea</italic>. Correspondingly, the coding genes of <italic>B. cinerea</italic> targeted by these sRNAs were also down-regulated. Moreover, the virulence inhibition by double strand sRNA was more effective than that by single strand sRNA. The inhibition efficiency of sRNA against <italic>B. cinerea</italic> increased with the increase of its concentration. Our findings provide new evidence into the coevolution of pathogens and host plants, as well as new directions for the use of plant-derived sRNAs to control pathogens.</p>
</abstract>
<kwd-group>
<kwd>tomato-derived sRNA</kwd>
<kwd>cross-species regulation</kwd>
<kwd>RNAi</kwd>
<kwd>virulence inhibition</kwd>
<kwd>B. cinerea</kwd>
</kwd-group>    <contract-sponsor id="cn001">Natural Science Foundation of Zhejiang Province<named-content content-type="fundref-id">10.13039/501100004731</named-content>
</contract-sponsor>    <contract-sponsor id="cn002">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="39"/>
<page-count count="10"/>
<word-count count="4692"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>
<italic>Botrytis cinerea</italic> represents one of the most predominant and common necrotrophic fungal pathogen promoting postharvest decay of fresh fruit and vegetables (<xref ref-type="bibr" rid="B26">Romanazzi and Feliziani, 2014</xref>). <italic>B.&#x2009;cinerea</italic> has a wide range of hosts and can infect over 200 plant species, causing grey mould disease (<xref ref-type="bibr" rid="B27">Schumacher, 2012</xref>; <xref ref-type="bibr" rid="B15">Kumar et&#xa0;al., 2020</xref>). Correspondingly, plants have also developed effective strategies against <italic>B. cinerea</italic> pathogen involving in two internal immune systems: PAMP triggered immunity (PTI) and effector triggered immunity (ETI). PTI and ETI mainly use proteins as action points, in which the microbial associated molecular pattern (MAMP) from pathogens or the damage associated molecular pattern (DMAP) from plants are used as triggers, and plant receptors are used as detectors (<xref ref-type="bibr" rid="B7">Duanis-Assaf et&#xa0;al., 2022</xref>). In addition, more and more evidence showed that ncRNA can be used as a mobile immune factor to antagonize the virulence of invasive filamentous pathogens (fungi and oomycetes) in a sequence dependent manner. In 2013, a groundbreaking work showed that the plant fungal pathogen <italic>B. cinerea</italic> could deliver sRNA to plant cells, and the mobile fungal sRNA could be loaded onto the plant silencing complex containing AGO1 to hijack plant immunity (<xref ref-type="bibr" rid="B31">Weiberg et&#xa0;al., 2013</xref>).</p>
<p>In contrary, expressing sRNAs targeting <italic>B. cinerea</italic> (Bc) <italic>DCL</italic> genes in plants results in successful silencing of the <italic>BcDCL</italic> genes, which in turn inhibits the generation of <italic>B. cinerea</italic> sRNAs that have been proven to be able to hijack plant immunity in a trans-kingdom manner (<xref ref-type="bibr" rid="B30">Wang et&#xa0;al., 2016</xref>). <xref ref-type="bibr" rid="B2">Cai et&#xa0;al. (2018)</xref> successfully transferred sRNA from <italic>Arabidopsis thaliana</italic> to <italic>B. cinerea</italic> through extracellular vesicles and then silenced fungus target genes <italic>in vivo</italic>. In addition, dsRNAs and small RNAs (sRNAs) targeting <italic>DCL1</italic> and <italic>DCL2</italic> of <italic>B. cinerea</italic> have been applied for disease control through RNA spraying (<xref ref-type="bibr" rid="B30">Wang et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B29">Wang et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B23">Meng et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B25">Qiao et&#xa0;al., 2021</xref>). Spraying a &#x3b2;2-tubulin dsRNA could conferred plant resistance to <italic>B. cinerea</italic> (<xref ref-type="bibr" rid="B8">Gu et&#xa0;al., 2019</xref>). <xref ref-type="bibr" rid="B24">Nerva et&#xa0;al. (2020)</xref> applied dsRNA targeting <italic>BcCYP51</italic>, <italic>Bcchs1</italic>, and <italic>BcEF2</italic> to suppress <italic>B. cinerea</italic> infection by high pressure spraying of grapevine leaves and postharvest spraying of grape bunches, and results indicate that RNA-based method to control <italic>B.cinerea</italic> is effective and environmentally friendly (<xref ref-type="bibr" rid="B28">Wang and Jin, 2017</xref>). Therefore, systematic identification of numerous RNAs, which could inhibit <italic>B. cinerea</italic> virulence infection, is important for understanding the resistance mechanism of plant against <italic>B. cinerea</italic> and applying RNA-based method to control <italic>B. cinerea</italic>. In this study, we report the discovery and validation of tomato-derived sRNAs in genome wide, which can inhibit the infection of <italic>B. cinerea</italic>. Our findings provide new evidence into the coevolution of pathogens and host plants, as well as new directions for the use of plant-derived sRNAs to control pathogens.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Data sets</title>    <p>Eight sRNA-seq data sets produced from <italic>B. cinerea</italic>-infected tomato were downloaded from SRA database according to the accession numbers (GSM1101912, GSM1101913, GSM1101914, GSM1101915, GSM1101916, GSM1101917, SRR1482408 and SRR1463412). Among them, GSM1101912, GSM1101914 and GSM1101915 were respectively produced from the <italic>B.cinerea</italic>-inoculated leaves at 0h, 24&#xa0;h and 72&#xa0;h by <xref ref-type="bibr" rid="B31">Weiberg et&#xa0;al. (2013)</xref>, whereas SRR1482408 and SRR1463412 were produced from the mock- and <italic>B.cinerea</italic>-inoculated tomato at 7 days (<xref ref-type="bibr" rid="B13">Jin and Wu, 2015</xref>). Tomato genome sequences were downloaded from <uri xlink:href="ftp://ftp.solgenomics.net/(version:build_2.40">ftp://ftp.solgenomics.net/(version:build_2.40</uri>). The datasets of virulence factors in fungal pathogens were downloaded from <uri xlink:href="http://sysbio.unl.edu/DFVF/index.php">http://sysbio.unl.edu/DFVF/index.php</uri> (<xref ref-type="bibr" rid="B21">Lu et&#xa0;al., 2012</xref>).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Systemic identification of tomato-derived sRNAs targeting <italic>B. cinerea</italic>
</title>
<p>To identify <italic>B. cinerea</italic>-inducted sRNA from tomato, two sRNA-seq datasets which were sequenced from <italic>B. cinerea</italic>-inoculated (TD7d) and mock-inoculated (TC7d) tomato leaves at 7 days post-inoculation (dpi) were downloaded from NCBI SRA database with the accession number SRP043615 (<xref ref-type="bibr" rid="B13">Jin and Wu, 2015</xref>). The unique sequences in each library were extracted and combined into 1 sRNA library for sRNA identification; all reads in both libraries that were exactly mapped to tomato genomic sequences but unmapped to tRNA, rRNA and <italic>B.cinerea</italic> genome sequence were extracted as tomato sRNA. The raw read count of these unique sRNAs were retrieved from each sRNA libraries and normalized to reads per millions (RPM). The sRNA sequences with a minimum RPM of 10 in each library were extracted for different expression analysis. The upregulated sRNAs with the Log2(TD7d/TC7d) of &gt;1 and and p-value &lt;0.001 in <italic>B. cinerea</italic>-infected tomato were considered as the candidates of <italic>B. cinerea</italic>-induced sRNAs in tomato. Then these candidates were confirmed by sRNA-seq datasets produced from <italic>B.cinerea</italic>-inoculated tomato at 24 hpi and 72 hpi comparing with mock-inoculated tomato by <xref ref-type="bibr" rid="B31">Weiberg et&#xa0;al. (2013)</xref>. These <italic>B.cinerea</italic>-induced sRNAs were considered as miRNAs through sequences alignment with known miRNAs deposited in miRBase database (<xref ref-type="bibr" rid="B14">Kozomara and Griffiths-Jones, 2011</xref>). The remaining sRNAs were considered as unknown siRNA. The target genes of the identified sRNA including miRNAs and siRNAs were predicted by using psRNATarget server against cDNA sequences of <italic>B. cinerea</italic> (<xref ref-type="bibr" rid="B6">Dai and Zhao, 2011</xref>). The virulence factors were analyzed for the putative targets by using blastp with the parameters of E-value &lt;1e-5, identity &gt;40% and coverage &gt;70%.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Preparation of plant materials and inoculation of <italic>B. cinere</italic>
</title>
<p>The seeds of tomatoes cv. <italic>Micro Tom</italic> and <italic>Nicotiana benthamiana</italic> were seeded directly into the soil with a 12h:12h photoperiod at ~22&#xb0;C in a greenhouse. This work used 6-week-old plants. Potato dextrose agar was used for the cultivation of <italic>B. cinerea</italic>. Conidiospore has collected from 2-week-old infected tomato washed with distilled water two times and adjusted the concentration of 5 &#xd7; 10<sup>6</sup> conidiospores/mL for bioassay. Based on the sequence shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>, both single strand (ss) sRNAs and double strand (ds) sRNAs were synthesized by GenePharma (Shanghai, China). Each sRNA was added to the conidiospore suspension at a final concentration of 10 &#xb5;M and immediately drop-inoculated onto five tobacco leaves or tomato leaves for several days. The leaves in control were inoculated with conidiospores in the same manner but with water or negative control RNA (NC RNA, 5&#x2032;-UUCUCCGAACGUGUCACGUTT-3&#x2032;. has no target gene in <italic>B. cinerea</italic>). The experiment was repeated three times. We analyzed the intensity of infection of <italic>B. cinerea</italic> control and treatment with sRNA by imaging and Trypan blue staining (<xref ref-type="bibr" rid="B32">Woods-T&#xf6;r et&#xa0;al., 2018</xref>).</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Conidiospore germination assays</title>
<p>Conidiospore germination was detected using the cellophane strip method described by <xref ref-type="bibr" rid="B1">Bilir et&#xa0;al. (2019)</xref>. Briefly, cellophane strips were cut into 1.5 cm2, sterilized by high pressure, and then placed onto MS media in Petri dishes and were added with 10 &#xb5;L of <italic>B. cinerea</italic> conidiospore with sRNA or NC-RNA treatment. After incubating for 12&#xa0;h:12 h photoperiod at 22&#xb0;C, conidiospores were examined under a light microscope.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Total RNA extraction and quantitative RT-PCR (qRT-PCR)</title>
<p>Total RNAs were extracted using TRNzol-A+ reagent (TIANGEN, Beijing, China), and a Nano Drop 2000 spectrophotometer was used for RNA quantification. The steps of reverse transcription for the mRNA and sRNA are different. For mRNAs, reverse transcription was performed using the PrimeScript RT Reagent Kit with gDNA Eraser (Takara, Dalian, China) according to the manufacturer&#x2019;s recommendations. A similar reaction without reverse transcriptase was performed as a control to confirm the absence of genomic DNA in subsequent steps. For miRNAs, we added poly(A) using <italic>E. coli</italic> poly(A) polymerase (NEB, Beijing, China). 3&#x2019; RT-Primer (Invitrogen) was used as the reverse transcription primer for the following reverse transcription according to the manufacturer&#x2019;s protocol.</p>
<p>SYBR Green PCR was performed in accordance with the manufacturer&#x2019;s instructions (NEB, Beijing, China). In brief, 1 &#x3bc;L of cDNA template was added to 10 &#x3bc;L of 2X Master Mix (NEB, Beijing, China), and 10 &#x3bc;M of specific primers and ddH<sub>2</sub>O were added to a final volume of 20 &#x3bc;L. The reaction was pre-denatured for 3&#xa0;min at 94&#x2009;&#xb0;C, followed by 50 cycles of 94&#xb0;C for 30 s and 58&#xb0;C for 30 s. All reactions were performed in triplicate, and controls (no template) were included for each gene. Threshold cycle (Ct) values were automatically determined using the ABI 7500 Real-Time PCR System (USA). The confirmation of amplicon specificity was based on the melt curve at the end of each run. Fold changes were calculated using the 2<sup>-&#x394;&#x394;Ct</sup> method, where 2<sup>-&#x394;&#x394;Ct</sup> = (Ct, target &#x2212; Ct, inner) Treatment &#x2212; (Ct, target &#x2013; Ct, inner) Control (<xref ref-type="bibr" rid="B20">Livak and Schmittgen, 2001</xref>). All oligos used in this study are listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S5</bold>
</xref>.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Vector construction and co-expression of the target with miR396a</title>
<p>Pre-miR396a was synthesized and then cloned into the pBIN438 vector with BamH I and Sal I. The cDNA sequences of <italic>B. cinerea</italic> genes targeted by miR396a were obtained using the RT-PCR method and then inserted into the pEarleyGate 100 expression vector down-stream of the CaMV 35S promoter region. The target sites of miR396a-5p in the target genes were deleted using overlap PCR. Subsequently, the mutated sequences were also inserted into the pEarleyGate 100 vector with expression driven by CaMV 35S promoter.</p>
<p>Transient expression experiments were performed in accordance with the method described by <xref ref-type="bibr" rid="B23">Meng et&#xa0;al. (2020)</xref>. The <italic>Agrobacterium tumefaciens</italic> strain GV3101 was transformed with the constructs p35S::MIR396a, p35S::target (normal target site), and p35S::target<sup>mu</sup> (target site deletion). Transformed <italic>A. tumefaciens</italic> samples were harvested and resuspended in infiltration medium [10 mM MgCl2, 10 mM MES (pH 5.6), 200 &#x3bc;M acetosyringone] with the OD600 adjusted to approximately 0.2 for 3-4&#xa0;h. The <italic>A. tumefaciens</italic> was infiltrated into 2-week-old <italic>N. benthamiana</italic> leaves, which were harvested 2 days later.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Statistical analysis</title>
<p>The statistical analysis was performed with SPSS statistical software 22.0 (United States). All the results were expressed as the Means with SDs from three independent experiments. The <italic>t</italic>-test was selected and the <italic>P</italic>-values &lt; 0.05 were considered statistically significant.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Genome-wide identification of tomato-derived sRNAs targeting <italic>B. cinerea</italic>
</title>
<p>Two sRNA-seq datasets were sequenced from <italic>B. cinerea</italic>-inoculated (TD7d), and mock-inoculated (TC7d) tomato leaves at 7 days post-inoculation (dpi) were downloaded from the NCBI SRA database with the accession number of SRP043615 to identify tomato-derived sRNAs targeting <italic>B. cinerea</italic> (<xref ref-type="bibr" rid="B13">Jin and Wu, 2015</xref>). By using 10 normalized RPM sRNA reads as a cutoff, a total of 1373 sRNAs, ranging from 20 nt to 24 nt, were identified in both libraries (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>). Among them, 53 sRNAs were upregulated in <italic>B. cinerea</italic>-infected leaves compared with mock-infected leaves and then considered as <italic>B. cinerea</italic>-induced sRNA candidates (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>). Moreover, 21 out of the 53 sRNAs were upregulated in <italic>B. cinerea</italic>-inoculated tomato libraries reported by <xref ref-type="bibr" rid="B31">Weiberg et&#xa0;al. (2013)</xref> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>, <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), but the remaining 32 sRNAs could not be confirmed (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>). Of these 21 expression-confirmed sRNAs, six had been reported as miRNAs in miRBase, and the remaining 15 were unknown, which were labeled as siR1&#x2013;siR15 (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). In addition, six <italic>B. cinerea</italic>-induced sRNAs including 2 miRNAs (miR156d-5p and miR396a-5p) and four siRNAs (siR3, siR10, siR13, and siR14) were confirmed by two or more <italic>B. cinerea-</italic>treated datasets reported by <xref ref-type="bibr" rid="B31">Weiberg et&#xa0;al. (2013)</xref> (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Confirmation of <italic>B.cinerea</italic>-induced sRNA in tomato by sRNA-seq datasets produced from <italic>B.cinerea</italic>-inoculated tomato at 24 hpi and 72 hpi comparing with mock-inoculated tomato by <xref ref-type="bibr" rid="B31">Weiberg et&#xa0;al. (2013)</xref>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">sRNA_id*</th>
<th valign="middle" rowspan="2" align="center">annotation</th>
<th valign="middle" rowspan="2" align="center">sRNA_Name</th>
<th valign="middle" colspan="4" align="center">Confirmation in different dataset</th>
</tr>
<tr>
<th valign="middle" align="center">24hpi_leaf <italic>vs</italic>. Mock</th>
<th valign="middle" align="center">72hpi_leaf <italic>vs</italic>. Mock</th>
<th valign="middle" align="center">24hpi_fruit <italic>vs</italic>. Mock</th>
<th valign="middle" align="center">72hpi_fruit <italic>vs</italic>. Mock</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">s100001</td>
<td valign="middle" align="left">ath-miR157a-5p</td>
<td valign="top" align="left">miR157a_5p</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">s100006</td>
<td valign="middle" align="left">sly-miR156d-5p</td>
<td valign="top" align="left">miR156d_5p</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
<td valign="top" align="center">Up</td>
</tr>
<tr>
<td valign="top" align="left">s100033</td>
<td valign="middle" align="left">sly-miR5300</td>
<td valign="top" align="left">miR5300</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">s100063</td>
<td valign="middle" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">s100120</td>
<td valign="top" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR2</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
</tr>
<tr>
<td valign="top" align="left">s100182</td>
<td valign="top" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR3</td>
<td valign="top" align="center">Up</td>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">s100241</td>
<td valign="middle" align="left">sly-miR396a-5p</td>
<td valign="top" align="left">miR396a_5p</td>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">s100282</td>
<td valign="top" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR4</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">s100407</td>
<td valign="top" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR5</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">s100439</td>
<td valign="middle" align="left">sly-miR396a-3p</td>
<td valign="top" align="left">miR396a_3p</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">s100544</td>
<td valign="middle" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR6</td>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">s100841</td>
<td valign="middle" align="left">sly-miR482b</td>
<td valign="top" align="left">miR482b</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">s100916</td>
<td valign="top" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR7</td>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">s101071</td>
<td valign="top" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR8</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
</tr>
<tr>
<td valign="top" align="left">s101117</td>
<td valign="top" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR9</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">s101225</td>
<td valign="top" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR10</td>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">s101249</td>
<td valign="top" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR11</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">s101279</td>
<td valign="top" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR12</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
</tr>
<tr>
<td valign="top" align="left">s101316</td>
<td valign="top" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR13</td>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
<td valign="top" align="center">Up</td>
</tr>
<tr>
<td valign="top" align="left">s101327</td>
<td valign="top" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR14</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
</tr>
<tr>
<td valign="top" align="left">s101332</td>
<td valign="top" align="left">Unknown siRNA</td>
<td valign="top" align="left">siR15</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">Up</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>*the sRNA sequence can be retrieved from <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref> or <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref> according to <bold>sRNA_id</bold>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>We identified potential target genes of these 21 <italic>B. cinerea</italic>-induced sRNAs in silico and focused on those associated with fungi virulence factors to understand the roles of these sRNAs in cross-kingdom. The results showed that a total of 149 transcripts of <italic>B. cinerea</italic> were identified as putative targets by psRNAtarget with default parameters (<uri xlink:href="http://plantgrn.noble.org/psRNATarget/">http://plantgrn.noble.org/psRNATarget/</uri>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S3</bold>
</xref>). By searching the database of virulence factors in fungal pathogens, we revealed that 82 transcripts targeted by the 21 sRNAs shared high sequence similarity with 63 virulence factors, indicating their potential roles in the pathogenicity of <italic>B. cinerea</italic> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S4</bold>
</xref>). Moreover, 13 transcripts were targeted by nine sRNAs, namely, miR396a-5p, miR482b, siR2, siR3, siR5, siR8, siR9, siR14, and siR15, which were involved in &#x201c;Grey mould&#x201d; (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The transcripts were targeted by the remaining 12 sRNAs, namely, miR157a-5p, miR156d-5p, miR5300, miR396a_3p, siR1, siR4, siR6, siR7, siR10, siR11, siR12, and siR13, which were reported as virulence factors in other fungal pathogens.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>The target genes of sRNAs were related with Grey mould.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">sRNA_name</th>
<th valign="middle" align="center">Taget proteins</th>
<th valign="middle" align="center">Annotation</th>
<th valign="middle" align="center">UniProtID</th>
<th valign="middle" align="center">Gene Symbol</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">miR396a_5p</td>
<td valign="middle" align="center">Bcin15p02590.2</td>
<td valign="middle" align="center">adenylate cyclase</td>
<td valign="middle" align="center">Q9P880_BOTFU</td>
<td valign="middle" align="center">BAC</td>
</tr>
<tr>
<td valign="middle" align="left">miR396a_5p</td>
<td valign="middle" align="center">Bcin04p04920.1</td>
<td valign="middle" align="center">thiamine biosynthesis protein</td>
<td valign="middle" align="center">O94101_BOTFU</td>
<td valign="middle" align="center">BCNMT1</td>
</tr>
<tr>
<td valign="middle" align="left">miR482b</td>
<td valign="middle" align="center">Bcin09p01310.1</td>
<td valign="middle" align="center">neutral trehalase protein</td>
<td valign="middle" align="center">Q156F4_BOTFU</td>
<td valign="middle" align="center">NULL</td>
</tr>
<tr>
<td valign="middle" align="left">miR482b</td>
<td valign="middle" align="center">Bcin09p02390.1</td>
<td valign="middle" align="center">cmgc mapk protein kinase protein</td>
<td valign="middle" align="center">Q000T6_BOTFU</td>
<td valign="middle" align="center">BMP3</td>
</tr>
<tr>
<td valign="middle" align="left">miR482b</td>
<td valign="middle" align="center">Bcin11p04600.1</td>
<td valign="middle" align="center">mfs transporter protein</td>
<td valign="middle" align="center">Q9P8L8_BOTFU</td>
<td valign="middle" align="center">BCMFS1</td>
</tr>
<tr>
<td valign="middle" align="left">siR2</td>
<td valign="middle" align="center">Bcin05p02840.1</td>
<td valign="middle" align="center">phosphoinositide-specific phospholipase C (BCPLC1)</td>
<td valign="middle" align="center">P78585_BOTFU</td>
<td valign="middle" align="center">BCPLC1</td>
</tr>
<tr>
<td valign="middle" align="left">siR3</td>
<td valign="middle" align="center">Bcin04p03120.1</td>
<td valign="middle" align="center">putative chitin synthase g protein</td>
<td valign="middle" align="center">Q8TG14_BOTFU</td>
<td valign="middle" align="center">BCCHSIII</td>
</tr>
<tr>
<td valign="middle" align="left">siR5</td>
<td valign="middle" align="center">Bcin08p02970.1</td>
<td valign="middle" align="center">pectin methylesterase protein</td>
<td valign="middle" align="center">Q9C2Y1_BOTFU</td>
<td valign="middle" align="center">BCPME1</td>
</tr>
<tr>
<td valign="middle" align="left">siR8</td>
<td valign="middle" align="center">Bcin13p01840.1</td>
<td valign="middle" align="center">Colletotrichum karsti peptidyl-prolyl cis-trans isomerase 10 (CkaCkLH20_04771), partial mRNA/unknown</td>
<td valign="middle" align="center">Q6WP53_BOTFU</td>
<td valign="middle" align="center">BCP1</td>
</tr>
<tr>
<td valign="middle" align="left">siR9</td>
<td valign="middle" align="center">Bcin15p02590.2</td>
<td valign="middle" align="center">putative adenylate cyclase</td>
<td valign="middle" align="center">Q9P880_BOTFU</td>
<td valign="middle" align="center">BAC</td>
</tr>
<tr>
<td valign="middle" align="left">siR12</td>
<td valign="middle" align="center">Bcin01p06260.6</td>
<td valign="middle" align="center">two-component osmosensing histidine kinase BOS1</td>
<td valign="middle" align="center">Q8X1E7_BOTFU</td>
<td valign="middle" align="center">BOS1</td>
</tr>
<tr>
<td valign="middle" align="left">siR14</td>
<td valign="middle" align="center">Bcin01p06260.1</td>
<td valign="middle" align="center">two-component osmosensing histidine kinase BOS1</td>
<td valign="middle" align="center">Q8X1E7_BOTFU</td>
<td valign="middle" align="center">BOS1</td>
</tr>
<tr>
<td valign="middle" align="left">siR15</td>
<td valign="middle" align="center">Bcin03p06840.1</td>
<td valign="middle" align="center">nadph oxidase regulator protein</td>
<td valign="middle" align="center">B0BER8_BOTFU</td>
<td valign="middle" align="center">NOXR</td>
</tr>
<tr>
<td valign="middle" align="left">siR15</td>
<td valign="middle" align="center">Bcin05p00350.1</td>
<td valign="middle" align="center">nadph oxidase protein</td>
<td valign="middle" align="center">B0BES1_BOTFU</td>
<td valign="middle" align="center">NOXA</td>
</tr>
<tr>
<td valign="middle" align="left">siR15</td>
<td valign="middle" align="center">Bcin09p06130.1</td>
<td valign="middle" align="center">tetraspanin protein</td>
<td valign="middle" align="center">Q8J0E3_BOTFU</td>
<td valign="middle" align="center">PLS1</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Expression patterns of <italic>B. cinerea</italic>-induced sRNAs and their target genes</title>
<p>To confirm the expression of these identified sRNAs induced by <italic>B. cinerea</italic>, 6 sRNAs (miR156d-5p, miR396a-5p, siR3, siR10, siR13 and siR14) supported by two or more other <italic>B. cinerea</italic>-treated datasets were selected to measure their expression patterns in <italic>B. cinerea</italic>-inoculated tomato leaves at 24 hours post-inoculation (hpi) using quantitative reverse transcription PCR (qRT-PCR). Results showed that all of these sRNAs were upregulated in <italic>B. cinerea</italic>-infected tomato leaves compare with mock-treated leaves except for <italic>miR156d-5p</italic> (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>), showing a consistent expression pattern with sRNA-seq datasets (<xref ref-type="bibr" rid="B31">Weiberg et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B12">Jia et&#xa0;al., 2015</xref>). Of these 5 <italic>B. cinerea</italic>-induced sRNAs, only 3 sRNAs might target four virulence factor coding genes of grey mould disease, including <italic>Bcin15p02590.2</italic> and <italic>Bcin04p04920.1</italic> targeted by <italic>miR396a-5p</italic>, <italic>Bcin04p03120.1</italic> targeted by <italic>siR3</italic> and <italic>Bcin01p06260.1</italic> targeted by <italic>miR14</italic> (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Therefore, expression patterns of these 4 coding genes were also investigated in <italic>B. cinerea</italic> inoculated on the potato leaves comparted with that on the the PDA plates the by using qRT-PCR. Results showed that all of these four targets were down-regulated (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>), showing a negative regulation with their sRNAs.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Expression analysis of <italic>B.cinerea</italic>-induces sRNAs and their targets. <bold>(A)</bold> Expression levels of sRNAs in <italic>B cinerea</italic>-inoculated leaves compared with mock-inoculated leaves in tomato. <bold>(B)</bold> Expression levels of 4 coding genes targeted by 3 sRNAs in <italic>B cinerea</italic> grew on tomato leaves comparted with that grew on PDA plates. Asterisks indicate a significant difference (<sup>&#x2217;</sup>P &lt; 0.05).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072181-g001.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Antifungal activities of <italic>B. cinerea</italic>-inducted sRNAs</title>
<p>Evidences showed that exogenous RNA-induced gene silence (ERIGS) is an efficient method to control grey mould disease by adding <italic>B. cinerea</italic> gene-targeted sRNAs (<xref ref-type="bibr" rid="B30">Wang et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B29">Wang et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B23">Meng et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B25">Qiao et&#xa0;al., 2021</xref>). Therefore, we used ERIGS to test the antifungal activities of these 3 cross-species sRNAs against <italic>B. cinerea</italic>. These three cross-species sRNAs (miR396a-5p, siR3 and siR14) were added separately into the <italic>B. cinerea</italic> conidiospore solution to a final concentration of 10 &#x3bc;M and then drop-inoculated to at least six tobacco leaves for 3 days. Result showed that the average diameter of necrosis reached ~11 mm on <italic>B. cinerea</italic>-inoculated leaves with water or NC RNA treatments (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A, B</bold>
</xref>). On the leaves of sRNA-treated <italic>B. cinerea</italic>, three sRNAs had smaller necrosis than those mock treated (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Among them, siR14 hardly had a necrotic diameter (4.1&#xa0;mm), followed by miR396a-5p (5.8&#xa0;mm), and the remaining siR3 had a similar necrotic diameter (~7.5 mm, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). Correspondingly, the virulence factors coding genes (<italic>Bcin15p02590.2</italic> and <italic>Bcin04p04920.1</italic>) targeted by miR396a-5p were significantly down-regulated in <italic>B. cinerea</italic> treated by miR396a-5p, but no expression changes in <italic>B. cinerea</italic> treated by the other two sRNAs (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2C&#x2013;E</bold>
</xref>). Similarity, the expression of <italic>Bcin04p03120.1</italic> targeted by siR3 and <italic>Bcin01p06260.1</italic> targeted by siR14 were only down-regulated in <italic>B. cinerea</italic> treated by siR3 and siR14, respectively (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2C&#x2013;E</bold>
</xref>). These results suggesting that these 3 sRNAs control grey mould disease by targeting the virulence genes of <italic>B. cinerea</italic>.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Antifungal activities of tomato-derived sRNAs. <bold>(A)</bold> Tobacco leaves were inoculated with <italic>B cinerea</italic> conidiospores containing tomato-derived sRNAs. <bold>(B)</bold> Diameters of the necrosis on tobacco leaves. <bold>(C&#x2013;E)</bold> Expression analysis of 4 coding genes targeted by the 3 sRNAs in <italic>B cinerea</italic> treated with miR396a-5p, siR3 and siR14, respectively. Results are expressed as means&#x2009;&#xb1;&#x2009;SD of 3 biological replicates. Asterisks indicate a significant difference (*P&lt;0.05) compared to the corresponding NC-RNA treatment.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072181-g002.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>sRNAs inhibits spore germination</title>
<p>Evidences showed that adding exogenous sRNAs can inhibit the spore germination and hence infection of pathogenic fungi by inducing RNAi pathway (<xref ref-type="bibr" rid="B1">Bilir et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B23">Meng et&#xa0;al., 2020</xref>). Therefore, Germination assays were performed at 24&#xa0;h, 48&#xa0;h and 72&#xa0;h to understand the effects of the 3 sRNAs on the conidiospore germination of <italic>B. cinerea</italic>. Results showed that most of the spores incubated with NC-RNA germinated successfully and the mycelia grew well within 24 hours, but the spores treated with each of these 3 sRNAs (miR396a-5p, siR3 and siR14) failed to germinate (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). These results suggest that RNA has a significant inhibitory effect on spore germination of <italic>B. Cinerea.</italic>
</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Germination assays of <italic>B cinerea</italic> conidiospores treated by tomato-derived sRNAs.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072181-g003.tif"/>
</fig>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Effects of sRNA concentration on antifungal activities</title>
<p>miR396a-5p which has a medium antifungal activity in all of three sRNAs was selected in the subsequent assay for the effects of sRNA concentration. miR396a-5p was added to the conidiospore solution of <italic>B. cinerea</italic> with a final concentration of 5, 10 and 20 &#x3bc;M, and then inoculated to tobacco leaves for 4 days. For the single stand sRNA, miR396a-5p with 5&#x3bc;M has a largest necrosis diameter (13&#xa0;mm); followed by 10&#x3bc;M; miR396a-5p treated with 20 &#x3bc;M has a minimal necrosis (8&#xa0;mm) (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A, C</bold>
</xref>). These results indicated that high concentration of sRNA has better anti-<italic>B.cinerea</italic> activity. A similar result was observed for the double strand miR396a-5p (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B, C</bold>
</xref>). These results showed that the suppression by double strand miR396a-5p (ds-miR396a-5p) was more efficient than that by single strand miR396a-5p (ss-miR396a-5p) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). In addition, the antifungal activity of ds-miR396a-5p were also investigated on tomato leaves through inoculating conidiospore solution of <italic>B. cinerea</italic> with 10 uM ds-miR396a-5p. Results showed that the necrosis area of <italic>B. cinerea</italic> were significantly reduced in ds-miR396a-5p-treated leaves compared with that in NC RNA-treated leaves (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>), exhibiting strong antifungal activity.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Effect of miR396a-5p concentration on the virulence inhibition. A) Tobacco leaves were inoculated with <italic>B cinerea</italic> conidiospores containing 5 &#x3bc;M, 10 &#x3bc;M and 20 &#x3bc;M ss-miR396a-5p. Partial necrosis were stained by trypan blue method. B) Tobacco leaves were inoculated with <italic>B cinerea</italic> conidiospores containing 5 &#x3bc;M, 10 &#x3bc;M and 20 &#x3bc;M ds-miR396a-5p. Partial necrosis were stained by trypan blue method. C) Diameters of the necrosis on tobacco leaves. Results are expressed as means&#x2009;&#xb1;&#x2009;SD of 3 biological replicates.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072181-g004.tif"/>
</fig>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Antifungal activities of miR396a-5p in tomato leaves with three branches. Tomato leaves were inoculated with <italic>B cinerea</italic> conidiospores containing 20 &#x3bc;M ds-miR396a-5p and NC RNA.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072181-g005.tif"/>
</fig>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Validation of <italic>B. cinerea</italic> genes targeted by miR396a-5p</title>
<p>To understand the anti-<italic>B. cinerea</italic> mechanism, transient co-expression was performed to validate two <italic>B. cinerea</italic> coding genes targeted by miR396a-5p which was predicted by psRNAtarget (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S3</bold>
</xref>). We firstly constructed two types of the target gene vectors, which contained either a target site or lacked a target site, to further validate the identified targets of miR396a-5p (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). target constructs together with the pre-miR396a were transiently co-expressed in <italic>N. benthamiana</italic>. As the control, each of two wild type target constructs was also transiently expressed in <italic>N. benthamiana</italic>. Compared with transient expression of the control, the relative expression levels of <italic>Bcin15g02590.2</italic> and <italic>Bcin04g04920.1</italic> without miR396a-5p target sites were not repressed by co-expression with pre-miR396a (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>). However, the transcript levels of <italic>Bcin15g02590.2</italic> and <italic>Bcin04g04920.1</italic> containing a target site were significantly decreased when co-expressed with pre-miR396a (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>). The results suggested that both virulence genes of <italic>B. cinerea</italic> could be negatively regulated by miR396a.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Validation of target gene of miR396a by transient co expression. <bold>(A)</bold> Overexpression vector constructs of miR396a-5p and its 2 target genes in <italic>B cinerea</italic> (<italic>Bcin15g02590.2</italic> and <italic>Bcin04g04920.1</italic>). Gray small triangle: refers to the deletion of the target site. <bold>(B)</bold> Relative transcription levels of the 2 target genes co-expressed with miR396a-5p in <italic>N. benthamiana</italic>. Results are expressed as means &#xb1; SD of 3 biological replicates. Asterisks indicate a significant difference (*P &lt; 0.05) compared to the corresponding the transient expression of the wild type target gene.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072181-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Emerging evidence supports that RNAs can be transmitted as cross-species effectors from a low trophic level of the food chain and exhibit biological activities at a high trophic level (<xref ref-type="bibr" rid="B11">Jiang et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B9">Han and Luan, 2015</xref>; <xref ref-type="bibr" rid="B35">Zhang et&#xa0;al., 2012</xref>;  <xref ref-type="bibr" rid="B36">Zhang H et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B33">Zeng et&#xa0;al., 2019</xref>). In addition to the study on the sRNAs transferred from a high trophic level to a low trophic level of the food chain and exhibit biological activities, <xref ref-type="bibr" rid="B38">Zhang T et al. (2016)</xref> found that cotton-derived miRNAs target <italic>V. dahliae</italic> virulence genes. The same phenomenon was found in our previous research that tomato-derived miR1001 can cross-species inhibit the growth and virulence of <italic>B. cinerea</italic> (<xref ref-type="bibr" rid="B23">Meng et&#xa0;al., 2020</xref>). In this study, we performed a genome-wide identification to screen the tomato-derived sRNAs acting as the cross-species inhibitors in the plant against <italic>B. cinerea</italic>. A total of 21 sRNAs were identified as the candidates of cross-species inhibitors. Of them, 3 tomato-derived sRNAs, namely miR396a-5p, siR3 and siR14, showed a role of the cross-species regulation of <italic>B. cinerea</italic> virulence. For these 3 sRNAs, a total of four virulence genes were predicted as the targets including adenylate cyclase, thiamine biosynthesis protein, chitin synthase and two-component histidine kinase (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Evidence that the mutants of adenylate cyclase (<xref ref-type="bibr" rid="B18">Liu et&#xa0;al., 2012</xref>), thiamine biosynthesis protein (<xref ref-type="bibr" rid="B19">Liu et&#xa0;al., 2022</xref>), chitin synthase (<xref ref-type="bibr" rid="B34">Zhang et&#xa0;al., 2016</xref>) and two-component histidine kinase (<xref ref-type="bibr" rid="B37">Zhang et&#xa0;al., 2010</xref>) would significantly reduce the pathogenicity of the pathogens. Therefore, we proposed that these 3 sRNAs inhibited the pathogenicity by targeting the virulence genes of <italic>B. cinerea</italic>. In addition, we also investigate the roles of endogenous genes in plant targeted by these 3 antifungal sRNAs (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S6</bold>
</xref>). Results showed that a large number of the coding genes can be targeted by these 3 sRNA in tomato, and most of these endogenous targets are related to plant growth and development and stress tolerances. For example, a total of 178 coding genes were predicted as the targets of miR396a-5p. previous study showed that miR396a is a plant conserved mRNA, which mainly regulates the growth and development of plant leaves by targeting GRF family members. Moreover, miR396a could also regulate the expression of <italic>bHLH74</italic>, participating to regulate the development of leaf margin shape and roots (<xref ref-type="bibr" rid="B4">Chen et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B5">Chen et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B3">Chandran et&#xa0;al., 2019</xref>). Interestingly, studies have found that overexpression of miR396a reduced the resistance of plant against to pathogens (<xref ref-type="bibr" rid="B4">Chen et&#xa0;al., 2015</xref>). In this study, we found that the exogenous application of miR396a can suppress the virulence of <italic>B. cinerea</italic>. Therefore, we speculate that the expression of pathogenic sRNAs in plants induced by <italic>B. cinerea</italic> is to help them successfully infect the host plants. On the contrary, in order to counter this invasion mode of pathogens, host might transport these induced pathogenic sRNAs into pathogens to weaken the role of pathogenic sRNAs in plant and inhibit the virulence of pathogens.</p>
<p>We consider that low-abundance sRNAs hardly play their role in cross-species gene regulation because they are difficult to transport to receptor species or the abundance in the receptor species is excessively low to play a corresponding role. <xref ref-type="bibr" rid="B12">Jia et&#xa0;al. (2015)</xref> found that the mulberry miR166b in silkworm is nonfunctional in cross-kingdom gene regulation. <xref ref-type="bibr" rid="B17">Lin et&#xa0;al. (2019)</xref> also mentioned that the abundance of cross-kingdom miRNAs detected in receptor species should correlate with the miRNA abundance in the original species unless a particular miRNA is highly stable or preferentially absorbed in animals (<xref ref-type="bibr" rid="B35">Zhang et&#xa0;al., 2012</xref>). However, the read count of miR162a is relatively high in <italic>H. larvae</italic> and shows a significant effect on cross-kingdom gene regulation (<xref ref-type="bibr" rid="B39">Zhu et&#xa0;al., 2017</xref>). Basing on this notion and sRNA-seq data, we selected the tomato-derived sRNA candidates with a minimum RPM of 10 in tomato, corresponding to the raw reads of &gt;140.</p>
<p>
<xref ref-type="bibr" rid="B1">Bilir et&#xa0;al. (2019)</xref> showed that exogenous single-strands sRNAs (ss-sRNAs) and double-strand sRNAs (ds-sRNAs) can be absorbed by spores and combined with target genes to form RNA complexes and inhibit the expression of the target genes. Ds-sRNA is more effective than ss-sRNA. A similar phenomenon was found in this study. When ss-miR396a-5p or ds-miR396a-5p was combined with the spores of <italic>B. cinerea</italic>, both sRNAs can inhibit the infection of <italic>B. cinerea</italic>. Moreover, ds-sRNA was more effective than ss-sRNA. The reason may be that ds-sRNA has higher binding efficiency with RISC than ss-sRNA. <xref ref-type="bibr" rid="B22">Martinez et&#xa0;al. (2002)</xref> revealed that RISC formation is undetectable at lower concentrations of ss-sRNA but can be detected even at 1 nmol/L concentration of ds-siRNA. <xref ref-type="bibr" rid="B10">Holen et&#xa0;al. (2003)</xref> showed that an excess of ds-siRNA can competitively block ss-sRNA. <xref ref-type="bibr" rid="B16">Lima et&#xa0;al. (2009)</xref> found that siRNA was more efficient than ssRNA in binding Dicer.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>FW and WBJ conceived and designed the research. FW, YH and WQJ organized and performed the experiments. FW and WBJ analyzed the data and wrote the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the grant from the Natural Science Foundation of China (32172496), the Natural Science Foundation of Zhejiang Province (LY21C140004), and the 521 Talent Foundation of Zhejiang Sci-Tech University.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank Diao Huang for his technical assistance on bioassay analysis.</p>
</ack>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2023.1072181/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2023.1072181/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_2.xlsx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_3.xlsx" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_4.xlsx" id="SM4" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_5.xlsx" id="SM5" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_6.xlsx" id="SM6" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
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