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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.2021.697702</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>Transcriptome and DNA Methylome Reveal Insights Into Phytoplasma Infection Responses in Mulberry (<italic>Morus multicaulis</italic> Perr.)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Chaorui</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Dong</surname> <given-names>Xiaonan</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Xu</surname> <given-names>Yuqi</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Dong</surname> <given-names>Qing</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Yuqi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Gai</surname> <given-names>Yingping</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/469024/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ji</surname> <given-names>Xianling</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/430178/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>State Key Laboratory of Crop Biology, Shandong Agricultural University</institution>, <addr-line>Taian</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>College of Forestry, Shandong Agricultural University</institution>, <addr-line>Taian</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Dirk Albert Balmer, Syngenta, Switzerland</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Du Seok Choi, LG Chem, South Korea; Khayalethu Ntushelo, University of South Africa, South Africa</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Yingping Gai <email>gyp&#x00040;sdau.edu.cn</email></corresp>
<corresp id="c002">Xianling Ji <email>xlji&#x00040;sdau.edu.cn</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Plant Pathogen Interactions, a section of the journal Frontiers in Plant Science</p></fn></author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>08</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>697702</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>04</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>07</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Liu, Dong, Xu, Dong, Wang, Gai and Ji.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Liu, Dong, Xu, Dong, Wang, Gai and Ji</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>To reveal whether the response of mulberry to phytoplasma infection is associated with genome-wide DNA methylation changes, the methylome and transcriptome patterns of mulberry in response to phytoplasma infection were explored. Though the average methylation level of the infected leaves showed no significant difference from that of healthy leaves, there were 1,253 differentially methylated genes (DMGs) and 1,168 differentially expressed genes (DEGs) in the infected leaves, and 51 genes were found simultaneously to be differently methylated and expressed. It was found that the expression of G-type lectin S-receptor-like serine/threonine protein kinase gene (<italic>Mu-GsSRK</italic>) was increased, but its methylation level was decreased in the pathogen-infected or salicylic acid (SA)-treated leaves. Overexpression of <italic>Mu-GsSRK</italic> in <italic>Arabidopsis</italic> and in the hairy roots of mulberry enhanced transgenic plant resistance to the phytoplasma. Moreover, overexpression of <italic>Mu-GsSRK</italic> enhanced the expressions of pathogenesis-related protein 1, plant defensin, and cytochrome P450 protein CYP82C2 genes in transgenic plants inoculated with pathogens, which may contribute to the enhanced disease resistance against various pathogens. Finally, the DNA methylation dynamic patterns and functions of the differentially expressed and methylated genes were discussed. The results suggested that DNA methylation has important roles in mulberry responses to phytoplasma infection.</p></abstract>
<kwd-group>
<kwd>mulberry</kwd>
<kwd>phytoplasma</kwd>
<kwd>DNA methylation</kwd>
<kwd>transcriptome</kwd>
<kwd>G-type lectin S-receptor-like serine/threonine protein kinase</kwd>
</kwd-group>
<counts>
<fig-count count="12"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="46"/>
<page-count count="21"/>
<word-count count="11544"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Phytoplasmas are cell wall-less plant pathogens of the class, <italic>Mollicutes</italic> (Sugio et al., <xref ref-type="bibr" rid="B38">2011</xref>), and they are associated with hundreds of diseases in more than 1,000 plants in the world and cause serious losses in vegetables, fruit crops, and ornamental plants (Bertaccini and Duduk, <xref ref-type="bibr" rid="B4">2009</xref>; Cao et al., <xref ref-type="bibr" rid="B8">2019</xref>). Phytoplasmas colonize in the host phloem tissue, where they secrete a variety of effector molecules to affect the expression of host genes, resulting in the metabolism disorder of hosts which shows various symptoms (Christensen et al., <xref ref-type="bibr" rid="B10">2005</xref>; Gai et al., <xref ref-type="bibr" rid="B16">2018</xref>). Though some virulence factors of phytoplasmas have been described, how these pathogens manipulate the physiological functions of plant hosts remains unclear (Namba, <xref ref-type="bibr" rid="B29">2019</xref>).</p>
<p>As an important epigenetic mechanism, DNA methylation is associated with many biological processes, including transcriptional silencing, gene regulation, and genomic imprinting (Ji et al., <xref ref-type="bibr" rid="B23">2018</xref>; Huang et al., <xref ref-type="bibr" rid="B20">2019</xref>). It was reported that DNA methylation plays important roles in regulating responses to biotic stresses in plants, and evidence showed that DNA methylation levels were altered in potato (<italic>Solanum tuberosum</italic>), <italic>Arabidopsis thaliana</italic>, and tomato (<italic>S. lycopersicum</italic>) plants infected by pathogenic fungi, bacteria, or virus (Pavet et al., <xref ref-type="bibr" rid="B31">2006</xref>; Torchetti et al., <xref ref-type="bibr" rid="B39">2016</xref>; Zhu et al., <xref ref-type="bibr" rid="B46">2016</xref>; De Palma et al., <xref ref-type="bibr" rid="B13">2019</xref>). Some studies also showed that phytoplasmas were involved in the methylation changes of host genes. In <italic>Candidatus Phytoplasma aurantifolia</italic>-infected periwinkle (<italic>Catharanthus roseus</italic>) and tomato plants, sterol-C-methyltransferase and some methylase and demethylase genes were downregulated (Jagoueix-Eveillard et al., <xref ref-type="bibr" rid="B21">2001</xref>), and it was found that DNA methylation was involved in the epigenetic regulation of SlDEFICIENS (Ahmad et al., <xref ref-type="bibr" rid="B1">2012</xref>). In addition, it was shown that demethylation of some genes associated with floral development were inhibited in tomato plants infected by phytoplasmas (Pracros et al., <xref ref-type="bibr" rid="B32">2006</xref>). It was also revealed that there were different DNA methylation marks between spontaneous and cultivar-dependent recovery and healthy leaves, occurring within the promoters of genes involved in secondary metabolism and photosynthesis (Pagliarani et al., <xref ref-type="bibr" rid="B30">2020</xref>). Moreover, it has been shown that the global DNA methylation level was reduced in the phytoplasma<italic>-</italic>infected <italic>Paulownia</italic> seedlings (Cao et al., <xref ref-type="bibr" rid="B7">2014</xref>). Taken together, these studies suggested that DNA methylation may play an important role in regulating gene expression in phytoplasma-infected plants.</p>
<p>Mulberry trees are planted all over the world and have been used to feed silkworms for about 5,000 years. Mulberry is not only the sole feed tree for silkworms, but it is also a nutritionally and economically important fruit tree, and mulberry fruits have long been used as edible fruits and traditional medicines. Mulberry plants are susceptible to dwarf disease associated with the presence of phytoplasma belonging to the subgroup, 16SrI-B (aster yellows) (Gai et al., <xref ref-type="bibr" rid="B15">2014</xref>), and when faced with phytoplasma infection, they will activate radical changes of gene expression (Gai et al., <xref ref-type="bibr" rid="B16">2018</xref>). Phytoplasmas are introduced into mulberry phloem by vector insects, parasitize in the sieve elements of phloem, and directly contact the cytoplasm of sieve elements and companion cells (Sugio et al., <xref ref-type="bibr" rid="B38">2011</xref>). In the process of mulberry&#x02013;phytoplasma interaction, the sieve elements and companion cells can not only perceive phytoplasma invasion and initiate local defense responses but can also transmit the infection signal over long distances and activate the response at the whole-plant level (Henry et al., <xref ref-type="bibr" rid="B18">2013</xref>; Gai et al., <xref ref-type="bibr" rid="B16">2018</xref>). Previous studies have shown that phytoplasma infection can cause differential expression of some genes involved in signal transduction in plants (Hren et al., <xref ref-type="bibr" rid="B19">2009</xref>; Gai et al., <xref ref-type="bibr" rid="B16">2018</xref>; Liu et al., <xref ref-type="bibr" rid="B25">2019</xref>). Since gene transcriptional reprogramming may be controlled by epigenetic modifications triggered by pathogen challenges, the infection of phytoplasma may cause the differential expression of some genes involved in signal transduction mediated by DNA methylation in plants. However, the gene expression changes associated with phytoplasma infection and the molecular mechanism at DNA methylation level are still not well understood. In this study, methylation-dependent restriction site-associated DNA sequencing (MethylRAD-Seq) which allows for <italic>de novo</italic> (reference-free) methylation analysis can be applied to both model plants and non-eschatological plants, and it is performed to assess genome-wide DNA methylation patterns and to identify the differentially methylated genes (DMGs) involved in response to phytoplasma infection. The information provided will facilitate the elucidation of the epigenetic mechanisms underlying the responses of mulberry to phytoplasma infection, and also provide important clues for further studying the disease resistance genes for mulberry breeding.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and Methods</title>
<sec>
<title>Plant Materials and Growth Conditions</title>
<p>Mulberry (<italic>Morus multicaulis</italic>) cutting seedlings were inoculated with phytoplasmas by being grafted with the scions collected from phytoplasma-infected mulberry trees Gai et al. (<xref ref-type="bibr" rid="B16">2018</xref>), and the cutting seedlings derived from the same mother tree were grafted with healthy scions and used as controls. The grafted mulberry seedlings were cultivated in a greenhouse under light/dark regime (16 h light/8 h dark) at 24&#x000B0;C with 50&#x02013;60% humidity. The grafted mulberry seedlings showing Witches&#x00027; broom disease symptoms were used to detect phytoplasma by PCR amplification of the 16S rRNA gene of phytoplasma using a universal primer set (Forward primer: 5&#x02032; TAAAAGACCTAGCAATAGG 3&#x02032;; Reverse primer: 5&#x02032; CAATCCGAACTGAGACTGT 3&#x02032;) (Ji et al., <xref ref-type="bibr" rid="B24">2009</xref>). The sixth leaves from the top of the grafted healthy and phytoplasma-infected shoots were used for subsequent experiments, and three phytoplasma-infected and healthy plants were used as independent biological replicates for RNA sequencing (RNAseq) and MethylRAD sequencing analyses. <italic>A. thaliana</italic> (Col-0) and <italic>Nicotiana benthamiana</italic> seedlings were cultivated in the greenhouse under light/dark regime (16 h light/8 h dark) at 22 and 24&#x000B0;C, respectively, with 50&#x02013;60% humidity.</p>
</sec>
<sec>
<title>Transcriptome Analysis</title>
<p>Total RNA was extracted using a TRIzol reagent (Invitrogen Corporation, CA, United States), and the poly-A-containing messenger RNAs (mRNAs) were purified using beads with Oligo (dT). The purified mRNAs were used as templates to synthesize complementary DNAs (cDNAs) which were then added to a single &#x0201C;A&#x0201D; base to their ends. These cDNA fragments were subsequently connected with sequencing adapters and then were purified and underwent PCR amplification to create cDNA libraries. Transcriptome sequencing was conducted on the Illumina HiSeq&#x02122; 2000S platform, Illumina, San Diego, CA, United States. Raw reads were cleaned and assembled into unigenes and then the assembled unigenes were annotated by BLASTn searches against the <italic>M. notabilis</italic> genome (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/genome/?term=Morus">https://www.ncbi.nlm.nih.gov/genome/?term=Morus</ext-link>). The expressions of genes were calculated using the reads per kilobase million (RPKM), and if the expression value of a gene changed more than two times (<italic>P</italic> &#x02264; 0.05), and the false discovery rate (FDR) was &#x0003C;0.01 between infected and healthy samples, it was designated as a significantly differentially expressed gene (DEG). The identification of DEGs was performed using DESeq software (Zenoni et al., <xref ref-type="bibr" rid="B43">2010</xref>). Three biological replicate experiments for healthy and infected samples and three technical replicates per biological experiment were performed.</p>
</sec>
<sec>
<title>MethylRAD Sequencing and Relative Quantification of DNA Methylation Levels</title>
<p>Genomic DNA was extracted from the infected and healthy mulberry leaves using the cetyltrimethyl ammonium bromide method (Clarke, <xref ref-type="bibr" rid="B12">2009</xref>) and then was digested with FspEI. The digestion productions were added with adaptor primers and amplified through PCR to create the MethylRAD libraries which were subjected to sequencing on an Illumina HiSeq2000 sequencer, Illumina, San Diego, CA, United States. Input sequencing data were cleaned and then subjected to Pair-End sequencing on a HiSeq X Ten platform. After mapping the paired-end sequencing reads, the MethylRAD sequencing data were cleaned to obtain high quality reads which were mapped to the reference CCGG/CCWGG sites built with the FspEI sites extracted from the <italic>M. notabilis</italic> genome using the SOAP program. A site with the sequencing depth of not &#x0003C;3 was determined as a reliable methylation site, and the RPKM was used to determine the relative DNA methylation levels of each site. If the methylation level of a methylation site changed more than two times (<italic>P</italic> &#x02264; 0.05) between the infected and healthy samples, it was designated as a significantly differentially methylated site. Then the methylation levels of sites that were localized in the gene regions were summed to evaluate the DNA methylation levels of the genes using the R package edge R (Robinson et al., <xref ref-type="bibr" rid="B35">2010</xref>), and the thresholds of statistically significant difference were found to have a <italic>p</italic> &#x0003C; 0.05 and log2FC &#x0003E; 1.</p>
</sec>
<sec>
<title>Gene Ontology Analysis</title>
<p>BlastN searches against the reference <italic>M. notabilis</italic> database were performed with online tools (<ext-link ext-link-type="uri" xlink:href="https://morus.swu.edu.cn/morusdb/blast">https://morus.swu.edu.cn/morusdb/blast</ext-link>) to provide gene ID for the target genes. Gene ontology (GO) analysis was performed with online tools (<ext-link ext-link-type="uri" xlink:href="https://morus.swu.edu.cn/morusdb/searchgo">https://morus.swu.edu.cn/morusdb/searchgo</ext-link>) based on the gene IDs obtained.</p>
</sec>
<sec>
<title>Quantitative Real-Time PCR Analysis</title>
<p>Total RNA was extracted using a TRIzol reagent (Invitrogen Corporation, CA, United States) following the instructions of the manufacturer and then it was digested with DNase I. The cDNA was synthesized from 1 &#x003BC;g of total RNA extracted using oligo (dT)<sub>18</sub> primers (Invitrogen Corporation, CA, United States) with reverse transcriptase M-MLV (Promega Corporation, Madison, WI, United States) in 20 ml reactions. The qRT-PCR was performed on the CFX96TM Real-time System (Bio-Rad Laboratories, CA, United States) according to the protocol of the kit (SYBR Premix Ex Taq&#x02122;) with 20 &#x003BC;l of PCR mix. The PCR mix contains 2 &#x003BC;l of synthesized cDNA, 10 &#x003BC;l of 2 &#x000D7; SYBR Premix Ex Taq, 200 nmol l<sup>&#x02212;1</sup> of gene-specific primers, and 0.4 &#x003BC;l of 50 &#x000D7; ROX Reference Dye II. The PCR mix was preheated to 95&#x000B0;C for 30 s followed by 39 cycles of 95&#x000B0;C for 10 s and 58&#x000B0;C for 30 s. Melting curve analysis was conducted from 65&#x000B0;C up to 95&#x000B0;C followed by a 0.5&#x000B0;C incremental ramp to validate product specificity. The two genes, <italic>EF1-a</italic> and <italic>ACTIN</italic>, were used as endogenous controls to quantify the gene expression levels by the 2<sup>&#x02212;&#x00394;&#x00394;CT</sup> method (Livak and Schmittgen, <xref ref-type="bibr" rid="B26">2001</xref>). All samples were assayed in at least three biological replicates, and three technical replicates were run for each of them. The primers used for quantitative real-time PCR (qRT-PCR) are given in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>.</p>
</sec>
<sec>
<title>DNA Methylation Analysis by Semi-Quantitative PCR</title>
<p>Since the restriction endonuclease, FspEI can recognize 5-methylcytosine (5-mC) and 5-hydroxymethylcytosine (5-hmC) in the CmC and mCDS sites in genomic DNA, the genomic DNA double-strand can be cleaved by FspEI at CCGG and CCWGG methylated sites. The extracted genomic DNA was digested with FspEI, and then the digested DNA was used as a template to perform 28 cycles of PCR amplification. The genomic DNA without being digested was also used as a template to perform 28 cycles of PCR amplification using the same primers and PCR conditions. All the PCR experiments were repeated at least three times. The primers used for semi-quantitative PCR are listed in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>.</p>
</sec>
<sec>
<title>Gene Cloning and Phylogenetic Analysis</title>
<p>The isolated RNA was used to synthesize cDNA using the reverse transcriptase, M-MLV (Promega). The specific primers (<xref ref-type="supplementary-material" rid="SM2">Supplementary Table 2</xref>) used for PCR amplifications were designed based on the nucleotide sequence of the gene available from the <italic>M. notabilis</italic> genome (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/genome/?term=Morus">https://www.ncbi.nlm.nih.gov/genome/?term=Morus</ext-link>) database; the PCR products were separated by electrophoresis and the target DNA fragment was recovered and subcloned into the pMD18-T vector (Invitrogen). After transformation into DH5&#x003B1;, the positive clones were identified and selected for further sequencing. The multiple alignments of the deduced amino acid sequences with the sequences from other plants were conducted using the DNAMAN program. SignalP-5.0 Server (<ext-link ext-link-type="uri" xlink:href="http://www.cbs.dtu.dk/services/SignalP/">http://www.cbs.dtu.dk/services/SignalP/</ext-link>) was used with the default parameters to predict signal peptides, and TargetP-2.0 Server (<ext-link ext-link-type="uri" xlink:href="http://www.cbs.dtu.dk/services/TargetP/">http://www.cbs.dtu.dk/services/TargetP/</ext-link>) was used to predict the subcellular localization of proteins. Putative conserved domains were detected using the online NCBI program (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/Structure/cdd/wrpsb.cgi">https://www.ncbi.nlm.nih.gov/Structure/cdd/wrpsb.cgi</ext-link>). A phylogenetic tree was generated using the MEGA program by the neighbor-joining method, and bootstrapping was run 1,000 times. The three-dimensional (3D) structure of the protein was generated by the SWISS-MODEL pipeline.</p>
</sec>
<sec>
<title>Subcellular Localization</title>
<p>In order to elucidate its subcellular localization, the fusion gene of Mu-GsSRK (GenBank: <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MN364943.1">MN364943.1</ext-link>) and the green fluorescent protein gene (<italic>GFP</italic>) under the control of 35S was generated and cloned into the binary vector, pBI121 to produce the 35S::Mu-GsSRK-GFP expression vector. The <italic>N. benthamiana</italic> leaf epidermal cells were infiltrated with <italic>Agrobacteria</italic>, containing the vector with an optical density of 0.4. After filtration for about 48&#x02013;72 h, small sections of the infiltrated leaves were excised and mounted in water. Confocal imaging was performed using a Bio-Rad MRC1024 confocal laser scanning microscope (Bio-Rad Microscience Ltd., Manchester, United Kingdom).</p>
</sec>
<sec>
<title>Promoter Activity Analysis</title>
<p>The promoter of <italic>Mu-GsSRK</italic> (designed as <italic>pMu-GsSRK</italic>) was obtained with specific primers (<xref ref-type="supplementary-material" rid="SM2">Supplementary Table 2</xref>), and designed based on the nucleotide sequence of the gene available from the <italic>M. notabilis</italic> genome and used to create the promoter expression vector, <italic>pMu-GsSRK</italic>::<italic>GUS</italic> by replacing the 35S promoter and fusing it with the <italic>GUS</italic> gene. The <italic>pMu-GsSRK</italic>::<italic>GUS</italic> vector was then introduced into the <italic>Agrobacterium tumefaciens</italic> strain, GV3101 which was used to infiltrate <italic>N. benthamiana</italic> leaves as described previously (Arpat et al., <xref ref-type="bibr" rid="B3">2012</xref>), and &#x003B2;-glucuronidase (GUS) expression in the infiltrated tobacco leaves was assessed by histochemical staining (Jefferson et al., <xref ref-type="bibr" rid="B22">1987</xref>).</p>
</sec>
<sec>
<title>Production of Transgenic Arabidopsis Lines</title>
<p>The coding region of the <italic>Mu-GsSRK</italic> gene was amplified and ligated into binary plasmid vector, pBI121 under the control of the 35S promoter. Then, the constructed transgenic plant expression vectors were introduced into <italic>the A. tumefaciens</italic> strain, GV3101 which was used to transform the wild-type (WT) Arabidopsis plants with the floral dip method (Harrison et al., <xref ref-type="bibr" rid="B17">2006</xref>). Transgenic seeds were selected on selection plates [Murashige and Skoog (MS) media supplemented with 50 mg l<sup>&#x02212;1</sup> of kanamycin], and the T3 generation seeds from independent transgenic lines were used for further functional studies.</p>
</sec>
<sec>
<title>Plant Treatment</title>
<p>Jasmonate (JA) and salicylic acid (SA) treatments were conducted by spraying 100 &#x003BC;mol l<sup>&#x02212;1</sup> of JA or 5 mmol l<sup>&#x02212;1</sup> of SA solution onto the adaxial surface of mulberry leaves. <italic>Pseudomonas syringae</italic> pv. <italic>mori</italic> inoculation was performed by spraying the bacterial suspension (10<sup>8</sup> CFU ml<sup>&#x02212;1</sup>) onto the adaxial surface of young leaves of mulberry. As for <italic>Colletotrichum dematium</italic> inoculation, it was conducted by spraying the conidial suspension (2.5 &#x000D7; 10<sup>6</sup> ml<sup>&#x02212;1</sup> of conidia) onto the adaxial surface of mulberry leaves. The leaves sprayed with sterilized water were used as controls. All of the inoculated and control mulberry seedlings were incubated in a glass chamber for 48 h to maintain sufficient humidity. <italic>P. syringae</italic> pv. tomato DC3000 (<italic>Pst</italic> DC3000) inoculation was performed by injecting 50 &#x003BC;l of <italic>Pst</italic> DC3000 (10<sup>5</sup> CFU ml<sup>&#x02212;1</sup>) bacterial suspensions into the rosette leaves of 4-week-old Arabidopsis plants. The rosette leaves were detached and inoculated with <italic>Botrytis cinerea</italic> or <italic>Phytophthora capsici</italic> using 2-mm-diameter mycelium plugs taken from the actively growing strain colonies. The inoculated leaves were placed in covered Petri dishes to maintain high humidity, and disease symptoms were evaluated by determining the diameter of the lesions 1 week after inoculation. Three biological replicates per treatment were assayed and three technical replicates were performed for each sample.</p>
</sec>
<sec>
<title>Detection of Colony-Forming Units</title>
<p>The leaves inoculated with <italic>Pst</italic> DC3000 were sampled 72 h after inoculation and ground in sterile water, and the suspension was continuously diluted 10 times with sterile water and spread-plated onto King&#x00027;s B medium. Colonies were counted after 48 h of incubation. All the experiments were conducted at least three times.</p>
</sec>
<sec>
<title>Production of Hairy Root Transgenic Mulberry Plants</title>
<p>The <italic>Mu-GsSRK</italic> gene was cloned into the vector, pROK2 under the control of the 35S promoter to produce 35S::Mu-GsSRK. The pROK2 vector containing 35S::Mu-GsSRK was introduced into <italic>A. rhizogenes</italic> strains, K599 that are used for the transformation of mulberry seedlings. Gui sang You 62 mulberry seeds were sown in plastic pots containing vermiculite medium and watered with MS medium and grown in an artificial growth chamber at 25&#x000B0;C with a photoperiod of 16 h of light and 8 h of darkness. About 2 weeks after germination, the seedlings with the first two fully expanded true leaves were selected for agro infiltration. The <italic>A. rhizogenes</italic> strains, K599 harboring vectors, pROK2 containing 35S::Mu-GsSRK were cultured in yeast extract peptone (YEP) liquid medium containing rifampicin (20 mg l<sup>&#x02212;1</sup>) and kanamycin (50 mg l<sup>&#x02212;1</sup>), and then were centrifuged when its OD<sub>600</sub> value reached 0.4 followed by re-suspension in 2-N-morpholino ethanesulfonic acid (MES) buffer (10 mmol l<sup>&#x02212;1</sup> MgCl<sub>2</sub>, 10 mmol l<sup>&#x02212;1</sup> MES-KOH and 100 &#x003BC;mol l<sup>&#x02212;1</sup> acetosyringone, pH 5.2). About 0.1 ml of <italic>A. rhizogenes</italic> harboring vectors pROK2 containing 35S::Mu-GsSRK suspension was injected into the junction of true leaves and cotyledons as described previously (Meng et al., <xref ref-type="bibr" rid="B28">2019</xref>). At the same time, the plant injected with <italic>A. rhizogenes</italic> strains K599 harboring empty vectors, pROK2 were used as the control group. About 1 month later, when the hairy roots developed well, they were detected by PCR and the original roots were cut off.</p>
</sec>
<sec>
<title>Phytoplasma Inoculation and Determination</title>
<p>To obtain mulberry yellow dwarf phytoplasma (16SrI-B)-infected leafhoppers (<italic>Hishmonus sellatus</italic>), the leafhoppers were transferred to phytoplasma&#x02013;infected mulberry plants for 2 weeks. <italic>A. thaliana</italic> and mulberry seedlings were inoculated with mulberry phytoplasma by the sap-feeding method with phytoplasma-infected leafhoppers (Sugio et al., <xref ref-type="bibr" rid="B38">2011</xref>), and the seedlings challenged with uninfected leafhoppers were used as controls. Each of the <italic>A. thaliana</italic> or mulberry seedling was challenged with six adult leafhoppers for 6 days. All the seedlings were incubated in a growth chamber at 26&#x000B0;C, 60% humidity, and under 12 h of light. Four weeks after inoculation, the DNA was extracted following the method described previously (Prince, <xref ref-type="bibr" rid="B33">1993</xref>), and phytoplasma concentration in the plants was determined using real-time PCR described previously (Christensen et al., <xref ref-type="bibr" rid="B11">2004</xref>). The primers and TaqMan probes used to amplify the 16S rRNA gene of phytoplasma, Arabidopsis, and mulberry are listed in <xref ref-type="supplementary-material" rid="SM2">Supplementary Table 2</xref>. Three biological replicates per treatment were assayed and three technical replicates were performed for each sample.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Differential Transcriptome Analysis Between Phytoplasma-Infected and Healthy Mulberry Leaves</title>
<p>Using RNA-seq, a total of 48.9 and 48.7 million clean reads were obtained in the healthy and phytoplasma-infected mulberry (<italic>M. multicaulis</italic> Perr.) leaf mRNA libraries, respectively. The expression level of genes identified was calculated, and a total of 1,168 genes were found to be differentially expressed between phytoplasma-infected and healthy leaves, among which 769 genes were upregulated and 399 genes were downregulated (<xref ref-type="fig" rid="F1">Figure 1A</xref>). All the detected DEGs are shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref> and the top 40 up and downregulated ones are listed in <xref ref-type="table" rid="T1">Table 1</xref>. The GO analysis of the DEGs classified them into 11 functional categories (<xref ref-type="fig" rid="F1">Figure 1B</xref>). The first category of gene was involved in stress and environment response, and the genes associated with catabolic process belonged to the second category, and the third category included the genes involved in transcription and post-transcription regulation. The other DEGs belonged to categories, such as secondary metabolite biosynthesis, signaling pathway, growth and development, cell component, and cycle process. The detailed functional GO terms of the DEGs are given in <xref ref-type="supplementary-material" rid="SM3">Supplementary Table 3</xref>. Interestingly, 6% of the DEGs were found to be associated with signal transduction pathways, indicating that diverse signal transduction pathways were involved in the response of mulberry to phytoplasma infection. Therefore, the regulatory networks involved in response to phytoplasma infection in mulberry plants are found to be complex.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Statistical histogram of the differentially expressed genes (DEGs) and distribution percentage of them in various categories. <bold>(A)</bold> Number of DEGs between healthy and infected leaves. <bold>(B)</bold> Distribution percentage of the DEGs in various categories.</p></caption>
<graphic xlink:href="fpls-12-697702-g0001.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>The top 40 up and downregulated genes in the infected mulberry leaves.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Gene id</bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Normalized value</bold></th>
<th valign="top" align="center" style="border-bottom: thin solid #000000;"><bold>Fold change</bold></th>
<th valign="top" align="center"><bold><italic>P</italic>-value</bold></th>
<th valign="top" align="left"><bold>Description</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>FPKM-HL</bold></th>
<th valign="top" align="center"><bold>FPKM-IL</bold></th>
<th valign="top" align="center"><bold>log2 (IL/HL)</bold></th>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21398272">LOC21398272</ext-link></td>
<td valign="top" align="center">97.8557</td>
<td valign="top" align="center">0.159728</td>
<td valign="top" align="center">&#x02212;9.407890495</td>
<td valign="top" align="center">3.06E-18</td>
<td valign="top" align="left">Glycine-rich protein 5</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21407207">LOC21407207</ext-link></td>
<td valign="top" align="center">184.53</td>
<td valign="top" align="center">0.431035</td>
<td valign="top" align="center">&#x02212;8.725662659</td>
<td valign="top" align="center">8.57E-21</td>
<td valign="top" align="left">GDSL esterase/lipase LTL1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21404980">LOC21404980</ext-link></td>
<td valign="top" align="center">272.232</td>
<td valign="top" align="center">1.82726</td>
<td valign="top" align="center">&#x02212;7.716454421</td>
<td valign="top" align="center">1.28E-17</td>
<td valign="top" align="left">Putative cell wall protein</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21406637">LOC21406637</ext-link></td>
<td valign="top" align="center">20.257</td>
<td valign="top" align="center">0.141202</td>
<td valign="top" align="center">&#x02212;7.572542307</td>
<td valign="top" align="center">2.34E-12</td>
<td valign="top" align="left">Protein ECERIFERUM 1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21398455">LOC21398455</ext-link></td>
<td valign="top" align="center">3.80282</td>
<td valign="top" align="center">0.0331535</td>
<td valign="top" align="center">&#x02212;6.950610547</td>
<td valign="top" align="center">0.0001536</td>
<td valign="top" align="left">Endoglucanase CX</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC112094895">LOC112094895</ext-link></td>
<td valign="top" align="center">12.2097</td>
<td valign="top" align="center">0.161187</td>
<td valign="top" align="center">&#x02212;6.774760712</td>
<td valign="top" align="center">6.39E-06</td>
<td valign="top" align="left">Probable protein ABIL5</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21388546">LOC21388546</ext-link></td>
<td valign="top" align="center">9.18549</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">&#x02212;6.359723213</td>
<td valign="top" align="center">6.26E-05</td>
<td valign="top" align="left">Uncharacterized LOC21388546</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21398449">LOC21398449</ext-link></td>
<td valign="top" align="center">8.74903</td>
<td valign="top" align="center">0.112155</td>
<td valign="top" align="center">&#x02212;6.30064398</td>
<td valign="top" align="center">9.37E-07</td>
<td valign="top" align="left">Aldehyde oxidase GLOX1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21384564">LOC21384564</ext-link></td>
<td valign="top" align="center">10.3027</td>
<td valign="top" align="center">0.172242</td>
<td valign="top" align="center">&#x02212;5.938736447</td>
<td valign="top" align="center">6.12E-07</td>
<td valign="top" align="left">Pyruvate decarboxylase 2</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21400381">LOC21400381</ext-link></td>
<td valign="top" align="center">3.48914</td>
<td valign="top" align="center">0.0588077</td>
<td valign="top" align="center">&#x02212;5.902516259</td>
<td valign="top" align="center">0.0004514</td>
<td valign="top" align="left">WUSCHEL-related homeobox 1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21392218">LOC21392218</ext-link></td>
<td valign="top" align="center">14.5559</td>
<td valign="top" align="center">0.277756</td>
<td valign="top" align="center">&#x02212;5.835790145</td>
<td valign="top" align="center">1.35E-06</td>
<td valign="top" align="left">Peroxidase 19</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC112093771">LOC112093771</ext-link></td>
<td valign="top" align="center">1.92941</td>
<td valign="top" align="center">0.0356849</td>
<td valign="top" align="center">&#x02212;5.774760712</td>
<td valign="top" align="center">0.0063877</td>
<td valign="top" align="left">Ethylene-responsive transcription factor ERF027-like</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21406889">LOC21406889</ext-link></td>
<td valign="top" align="center">48.1223</td>
<td valign="top" align="center">0.847472</td>
<td valign="top" align="center">&#x02212;5.758149749</td>
<td valign="top" align="center">1.55E-13</td>
<td valign="top" align="left">Beta-xylosidase/alpha-L-arabinofuranosidase 2</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC112090497">LOC112090497</ext-link></td>
<td valign="top" align="center">2.11941</td>
<td valign="top" align="center">0.0340144</td>
<td valign="top" align="center">&#x02212;5.6637294</td>
<td valign="top" align="center">0.0010682</td>
<td valign="top" align="left">Beta-glucosidase 17-like</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21400066">LOC21400066</ext-link></td>
<td valign="top" align="center">1.82909</td>
<td valign="top" align="center">0.0380568</td>
<td valign="top" align="center">&#x02212;5.574462061</td>
<td valign="top" align="center">0.0101566</td>
<td valign="top" align="left">Vinorine synthase</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21410381">LOC21410381</ext-link></td>
<td valign="top" align="center">8.04636</td>
<td valign="top" align="center">0.20616</td>
<td valign="top" align="center">&#x02212;5.559032021</td>
<td valign="top" align="center">0.0015119</td>
<td valign="top" align="left">Transcription factor WER</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21407204">LOC21407204</ext-link></td>
<td valign="top" align="center">432.403</td>
<td valign="top" align="center">9.33457</td>
<td valign="top" align="center">&#x02212;5.521719826</td>
<td valign="top" align="center">2.31E-10</td>
<td valign="top" align="left">GDSL esterase/lipase At5g18430</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21400479">LOC21400479</ext-link></td>
<td valign="top" align="center">30.6721</td>
<td valign="top" align="center">0.556548</td>
<td valign="top" align="center">&#x02212;5.490193145</td>
<td valign="top" align="center">8.92E-07</td>
<td valign="top" align="left">Leucine-rich repeat extensin-like protein 3</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC112094128">LOC112094128</ext-link></td>
<td valign="top" align="center">4.28121</td>
<td valign="top" align="center">0.0969415</td>
<td valign="top" align="center">&#x02212;5.446137965</td>
<td valign="top" align="center">0.0133982</td>
<td valign="top" align="left">Non-specific lipid-transfer protein 3</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21398811">LOC21398811</ext-link></td>
<td valign="top" align="center">5.90189</td>
<td valign="top" align="center">0.14015</td>
<td valign="top" align="center">&#x02212;5.365648047</td>
<td valign="top" align="center">0.0007296</td>
<td valign="top" align="left">Dehydration-responsive element-binding protein 1A</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21406989">LOC21406989</ext-link></td>
<td valign="top" align="center">2.65862</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">&#x02212;5.267800723</td>
<td valign="top" align="center">0.0036485</td>
<td valign="top" align="left">Homeobox protein 12</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21410147">LOC21410147</ext-link></td>
<td valign="top" align="center">8.85473</td>
<td valign="top" align="center">0.247533</td>
<td valign="top" align="center">&#x02212;5.173678546</td>
<td valign="top" align="center">0.0002083</td>
<td valign="top" align="left">Ethylene-responsive transcription factor ERF109</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21388813">LOC21388813</ext-link></td>
<td valign="top" align="center">1.78319</td>
<td valign="top" align="center">0.0511076</td>
<td valign="top" align="center">&#x02212;5.149156227</td>
<td valign="top" align="center">0.0240884</td>
<td valign="top" align="left">Piriformospora indica-insensitive protein 2</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21403374">LOC21403374</ext-link></td>
<td valign="top" align="center">4.10804</td>
<td valign="top" align="center">0.16164</td>
<td valign="top" align="center">&#x02212;5.149156227</td>
<td valign="top" align="center">0.0240884</td>
<td valign="top" align="left">Glutaredoxin-C11</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21390405">LOC21390405</ext-link></td>
<td valign="top" align="center">38.8617</td>
<td valign="top" align="center">1.16881</td>
<td valign="top" align="center">&#x02212;5.108482412</td>
<td valign="top" align="center">2.74E-10</td>
<td valign="top" align="left">Probable pectinesterase 53</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21410363">LOC21410363</ext-link></td>
<td valign="top" align="center">22.572</td>
<td valign="top" align="center">0.672281</td>
<td valign="top" align="center">&#x02212;5.062900493</td>
<td valign="top" align="center">1.35E-09</td>
<td valign="top" align="left">Polygalacturonase At1g48100</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21397360">LOC21397360</ext-link></td>
<td valign="top" align="center">97.3877</td>
<td valign="top" align="center">2.96022</td>
<td valign="top" align="center">&#x02212;5.060235039</td>
<td valign="top" align="center">1.81E-11</td>
<td valign="top" align="left">ABC transporter G family member 8</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21403148">LOC21403148</ext-link></td>
<td valign="top" align="center">44.9254</td>
<td valign="top" align="center">1.38588</td>
<td valign="top" align="center">&#x02212;5.031733365</td>
<td valign="top" align="center">6.80E-11</td>
<td valign="top" align="left">Probable inactive leucine-rich repeat receptor-like protein kinase</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21410425">LOC21410425</ext-link></td>
<td valign="top" align="center">518.057</td>
<td valign="top" align="center">16.6239</td>
<td valign="top" align="center">&#x02212;5.015647321</td>
<td valign="top" align="center">2.87E-10</td>
<td valign="top" align="left">MLP-like protein 423</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC112094985">LOC112094985</ext-link></td>
<td valign="top" align="center">14.6446</td>
<td valign="top" align="center">0.606895</td>
<td valign="top" align="center">&#x02212;4.97406952</td>
<td valign="top" align="center">0.0027701</td>
<td valign="top" align="left">GDSL esterase/lipase At5g45950-like</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC112092080">LOC112092080</ext-link></td>
<td valign="top" align="center">5.82597</td>
<td valign="top" align="center">0.200124</td>
<td valign="top" align="center">&#x02212;4.950610547</td>
<td valign="top" align="center">0.0002691</td>
<td valign="top" align="left">Glycine-rich protein 23-like</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21391660">LOC21391660</ext-link></td>
<td valign="top" align="center">0.624074</td>
<td valign="top" align="center">0.0242434</td>
<td valign="top" align="center">&#x02212;4.877854205</td>
<td valign="top" align="center">0.0387887</td>
<td valign="top" align="left">Uncharacterized LOC21391660</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21401277">LOC21401277</ext-link></td>
<td valign="top" align="center">1.26248</td>
<td valign="top" align="center">0.0578608</td>
<td valign="top" align="center">&#x02212;4.877854205</td>
<td valign="top" align="center">0.010022</td>
<td valign="top" align="left">Isoprene synthase, chloroplastic</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21399349">LOC21399349</ext-link></td>
<td valign="top" align="center">29.8954</td>
<td valign="top" align="center">1.0711</td>
<td valign="top" align="center">&#x02212;4.864222339</td>
<td valign="top" align="center">2.17E-05</td>
<td valign="top" align="left">Uncharacterized LOC21399349</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21385960">LOC21385960</ext-link></td>
<td valign="top" align="center">1.97066</td>
<td valign="top" align="center">0.0731959</td>
<td valign="top" align="center">&#x02212;4.827228132</td>
<td valign="top" align="center">0.0421538</td>
<td valign="top" align="left">Dehydration-responsive element-binding protein 2F</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21404198">LOC21404198</ext-link></td>
<td valign="top" align="center">3.95103</td>
<td valign="top" align="center">0.159303</td>
<td valign="top" align="center">&#x02212;4.827228132</td>
<td valign="top" align="center">0.0421538</td>
<td valign="top" align="left">Uncharacterized LOC21404198</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC112092755">LOC112092755</ext-link></td>
<td valign="top" align="center">6.40799</td>
<td valign="top" align="center">0.286809</td>
<td valign="top" align="center">&#x02212;4.756838804</td>
<td valign="top" align="center">0.0052371</td>
<td valign="top" align="left">Protein GAST1-like</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21403098">LOC21403098</ext-link></td>
<td valign="top" align="center">14.7994</td>
<td valign="top" align="center">0.638994</td>
<td valign="top" align="center">&#x02212;4.628682452</td>
<td valign="top" align="center">0.0001386</td>
<td valign="top" align="left">Uncharacterized LOC21403098</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC112093610">LOC112093610</ext-link></td>
<td valign="top" align="center">1.2145</td>
<td valign="top" align="center">0.0354831</td>
<td valign="top" align="center">&#x02212;4.584657829</td>
<td valign="top" align="center">0.0082983</td>
<td valign="top" align="left">Phospholipase D alpha 4</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21384131">LOC21384131</ext-link></td>
<td valign="top" align="center">1.88234</td>
<td valign="top" align="center">0.0821832</td>
<td valign="top" align="center">&#x02212;4.543435166</td>
<td valign="top" align="center">0.0209278</td>
<td valign="top" align="left">Fatty alcohol:caffeoyl-CoA acyltransferase</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21412323">LOC21412323</ext-link></td>
<td valign="top" align="center">0.108055</td>
<td valign="top" align="center">5.12639</td>
<td valign="top" align="center">5.565089291</td>
<td valign="top" align="center">0.000318</td>
<td valign="top" align="left">Chalcone synthase 2</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21406747">LOC21406747</ext-link></td>
<td valign="top" align="center">0.303922</td>
<td valign="top" align="center">15.0906</td>
<td valign="top" align="center">5.586399797</td>
<td valign="top" align="center">2.55E-06</td>
<td valign="top" align="left">WAT1-related protein At5g07050</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21387954">LOC21387954</ext-link></td>
<td valign="top" align="center">0.0538491</td>
<td valign="top" align="center">2.08807</td>
<td valign="top" align="center">5.594836634</td>
<td valign="top" align="center">0.0095267</td>
<td valign="top" align="left">5&#x02032;-nucleotidase SurE</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21411915">LOC21411915</ext-link></td>
<td valign="top" align="center">0.0303165</td>
<td valign="top" align="center">1.29367</td>
<td valign="top" align="center">5.680566508</td>
<td valign="top" align="center">0.0078289</td>
<td valign="top" align="left">receptor-like Serine/threonine-protein kinase SD1-7</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21396421">LOC21396421</ext-link></td>
<td valign="top" align="center">0.320406</td>
<td valign="top" align="center">19.7363</td>
<td valign="top" align="center">5.708047245</td>
<td valign="top" align="center">1.77E-08</td>
<td valign="top" align="left">Patatin-like protein 3</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21399687">LOC21399687</ext-link></td>
<td valign="top" align="center">0.592615</td>
<td valign="top" align="center">31.6888</td>
<td valign="top" align="center">5.789626984</td>
<td valign="top" align="center">3.27E-09</td>
<td valign="top" align="left">Blue copper protein</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21384783">LOC21384783</ext-link></td>
<td valign="top" align="center">0.0190003</td>
<td valign="top" align="center">0.920417</td>
<td valign="top" align="center">5.813016804</td>
<td valign="top" align="center">0.0056975</td>
<td valign="top" align="left">Probable LRR receptor-like serine/threonine-protein kinase</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21409820">LOC21409820</ext-link></td>
<td valign="top" align="center">0.167765</td>
<td valign="top" align="center">8.72595</td>
<td valign="top" align="center">5.813016804</td>
<td valign="top" align="center">0.0056975</td>
<td valign="top" align="left">Protein RSI-1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21402368">LOC21402368</ext-link></td>
<td valign="top" align="center">0.39145</td>
<td valign="top" align="center">22.1512</td>
<td valign="top" align="center">5.832569602</td>
<td valign="top" align="center">3.63E-08</td>
<td valign="top" align="left">GDSL esterase/lipase EXL3</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21386441">LOC21386441</ext-link></td>
<td valign="top" align="center">0.627389</td>
<td valign="top" align="center">45.8209</td>
<td valign="top" align="center">5.857325701</td>
<td valign="top" align="center">2.84E-08</td>
<td valign="top" align="left">Miraculin</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21407265">LOC21407265</ext-link></td>
<td valign="top" align="center">0.173024</td>
<td valign="top" align="center">12.8049</td>
<td valign="top" align="center">5.949753141</td>
<td valign="top" align="center">5.11E-07</td>
<td valign="top" align="left">Ethylene-responsive transcription factor 1B</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21409203">LOC21409203</ext-link></td>
<td valign="top" align="center">0.0336459</td>
<td valign="top" align="center">1.90077</td>
<td valign="top" align="center">5.957406714</td>
<td valign="top" align="center">0.0039441</td>
<td valign="top" align="left">Uncharacterized LOC21409203</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21383997">LOC21383997</ext-link></td>
<td valign="top" align="center">0.0664015</td>
<td valign="top" align="center">3.96772</td>
<td valign="top" align="center">5.957406714</td>
<td valign="top" align="center">5.00E-05</td>
<td valign="top" align="left">G-type lectin S-receptor-like serine/threonine-protein kinase</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21397142">LOC21397142</ext-link></td>
<td valign="top" align="center">0.904786</td>
<td valign="top" align="center">52.6317</td>
<td valign="top" align="center">5.978873907</td>
<td valign="top" align="center">7.54E-12</td>
<td valign="top" align="left">Cationic peroxidase 1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21406662">LOC21406662</ext-link></td>
<td valign="top" align="center">1.59494</td>
<td valign="top" align="center">95.6586</td>
<td valign="top" align="center">6.09016557</td>
<td valign="top" align="center">5.21E-14</td>
<td valign="top" align="left">Uncharacterized LOC21406662</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21408088">LOC21408088</ext-link></td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">7.15596</td>
<td valign="top" align="center">6.139998127</td>
<td valign="top" align="center">0.0001645</td>
<td valign="top" align="left">WAT1-related protein At2g39510</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21406422">LOC21406422</ext-link></td>
<td valign="top" align="center">0.138474</td>
<td valign="top" align="center">8.26998</td>
<td valign="top" align="center">6.189580156</td>
<td valign="top" align="center">0.0001322</td>
<td valign="top" align="left">Probable glutathione S-transferase</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21390992">LOC21390992</ext-link></td>
<td valign="top" align="center">1.87224</td>
<td valign="top" align="center">126.612</td>
<td valign="top" align="center">6.200677865</td>
<td valign="top" align="center">7.14E-14</td>
<td valign="top" align="left">Asparagine synthetase</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC112091386">LOC112091386</ext-link></td>
<td valign="top" align="center">0.843582</td>
<td valign="top" align="center">65.6859</td>
<td valign="top" align="center">6.250032673</td>
<td valign="top" align="center">3.34E-14</td>
<td valign="top" align="left">Feruloyl CoA ortho-hydroxylase 1-like</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21387901">LOC21387901</ext-link></td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">2.3289</td>
<td valign="top" align="center">6.254388451</td>
<td valign="top" align="center">1.96E-07</td>
<td valign="top" align="left">Uncharacterized LOC21387901</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21410222">LOC21410222</ext-link></td>
<td valign="top" align="center">0.03294</td>
<td valign="top" align="center">2.42332</td>
<td valign="top" align="center">6.283907538</td>
<td valign="top" align="center">0.0015681</td>
<td valign="top" align="left">Cytochrome P450 71A1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC112090407">LOC112090407</ext-link></td>
<td valign="top" align="center">0.0500086</td>
<td valign="top" align="center">4.46122</td>
<td valign="top" align="center">6.455860221</td>
<td valign="top" align="center">0.0009121</td>
<td valign="top" align="left">Basic 7S globulin-like</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21406339">LOC21406339</ext-link></td>
<td valign="top" align="center">0.0984316</td>
<td valign="top" align="center">8.62995</td>
<td valign="top" align="center">6.471979887</td>
<td valign="top" align="center">0.000865</td>
<td valign="top" align="left">Monothiol glutaredoxin-S2</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21404511">LOC21404511</ext-link></td>
<td valign="top" align="center">0.04668</td>
<td valign="top" align="center">8.29125</td>
<td valign="top" align="center">6.519285601</td>
<td valign="top" align="center">2.61E-05</td>
<td valign="top" align="left">Gibberellin 2-beta-dioxygenase</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21398446">LOC21398446</ext-link></td>
<td valign="top" align="center">0.350073</td>
<td valign="top" align="center">33.1774</td>
<td valign="top" align="center">6.545636928</td>
<td valign="top" align="center">1.13E-13</td>
<td valign="top" align="left">Cytochrome P450 78A9</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21412472">LOC21412472</ext-link></td>
<td valign="top" align="center">16.9977</td>
<td valign="top" align="center">1631.78</td>
<td valign="top" align="center">6.591718641</td>
<td valign="top" align="center">0.0180694</td>
<td valign="top" align="left">Probable linoleate 9S-lipoxygenase 5</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21391507">LOC21391507</ext-link></td>
<td valign="top" align="center">0.156937</td>
<td valign="top" align="center">14.3566</td>
<td valign="top" align="center">6.60217861</td>
<td valign="top" align="center">7.71E-08</td>
<td valign="top" align="left">1-aminocyclopropane-1-carboxylate oxidase homolog 1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21397864">LOC21397864</ext-link></td>
<td valign="top" align="center">0.0394556</td>
<td valign="top" align="center">3.97442</td>
<td valign="top" align="center">6.774542657</td>
<td valign="top" align="center">0.0002963</td>
<td valign="top" align="left">Probable glycosyltransferase At5g03795</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC112092542">LOC112092542</ext-link></td>
<td valign="top" align="center">0.151226</td>
<td valign="top" align="center">16.4573</td>
<td valign="top" align="center">6.842247516</td>
<td valign="top" align="center">1.50E-07</td>
<td valign="top" align="left">Feruloyl CoA ortho-hydroxylase 1-like</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC112091995">LOC112091995</ext-link></td>
<td valign="top" align="center">0.0271129</td>
<td valign="top" align="center">3.24284</td>
<td valign="top" align="center">6.922641296</td>
<td valign="top" align="center">0.0001653</td>
<td valign="top" align="left">Berberine bridge enzyme-like 8</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21384862">LOC21384862</ext-link></td>
<td valign="top" align="center">0.158268</td>
<td valign="top" align="center">29.2499</td>
<td valign="top" align="center">6.995077132</td>
<td valign="top" align="center">4.08E-08</td>
<td valign="top" align="left">Kirola</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21403962">LOC21403962</ext-link></td>
<td valign="top" align="center">0.0282105</td>
<td valign="top" align="center">3.40499</td>
<td valign="top" align="center">7.035409226</td>
<td valign="top" align="center">0.000103</td>
<td valign="top" align="left">Probable WRKY transcription factor 72</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21385733">LOC21385733</ext-link></td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">15.5682</td>
<td valign="top" align="center">7.208945481</td>
<td valign="top" align="center">4.70E-05</td>
<td valign="top" align="left">Ribonuclease 1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21400980">LOC21400980</ext-link></td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1.02752</td>
<td valign="top" align="center">7.342070564</td>
<td valign="top" align="center">1.13E-07</td>
<td valign="top" align="left">Uncharacterized LOC21400980</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21393656">LOC21393656</ext-link></td>
<td valign="top" align="center">11.555</td>
<td valign="top" align="center">2029.74</td>
<td valign="top" align="center">7.481901134</td>
<td valign="top" align="center">0.000226</td>
<td valign="top" align="left">Phospholipase A1-IIdelta</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21399608">LOC21399608</ext-link></td>
<td valign="top" align="center">0.0501056</td>
<td valign="top" align="center">9.8623</td>
<td valign="top" align="center">7.666627317</td>
<td valign="top" align="center">3.99E-06</td>
<td valign="top" align="left">Glucan endo-1,3-beta-glucosidase, basic isoform</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21393606">LOC21393606</ext-link></td>
<td valign="top" align="center">0.0424996</td>
<td valign="top" align="center">23.1696</td>
<td valign="top" align="center">8.242221636</td>
<td valign="top" align="center">1.14E-11</td>
<td valign="top" align="left">Probable aminotransferase TAT2</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21395229">LOC21395229</ext-link></td>
<td valign="top" align="center">0.324153</td>
<td valign="top" align="center">90.5203</td>
<td valign="top" align="center">8.2533396</td>
<td valign="top" align="center">1.56E-19</td>
<td valign="top" align="left">Pectinesterase</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21398841">LOC21398841</ext-link></td>
<td valign="top" align="center">0.0645814</td>
<td valign="top" align="center">58.631</td>
<td valign="top" align="center">9.989955408</td>
<td valign="top" align="center">1.59E-16</td>
<td valign="top" align="left">CEN-like protein 1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21386143">LOC21386143</ext-link></td>
<td valign="top" align="center">0.0544122</td>
<td valign="top" align="center">91.2163</td>
<td valign="top" align="center">10.72411965</td>
<td valign="top" align="center">7.50E-21</td>
<td valign="top" align="left">Small heat shock protein</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>FPKM, fragment per kilobase of transcript per million mapped reads. HL and IL indicate healthy and infected leaves, respectively</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>To validate the expression profiles obtained by RNA-seq, a qRT-PCR analysis was performed for 10 genes including the upregulated and downregulated ones in response to phytoplasma infection (<xref ref-type="fig" rid="F2">Figure 2</xref>). The data showed that all the selected genes exhibited similar changes in expression levels between qRT-PCR and RNA-seq results, indicating that the differential expression profiles of these genes obtained by RNA-seq are reliable.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Relative expression levels of the genes analyzed by quantitative real time PCR (qRT-PCR). The relative expression levels of the genes were evaluated using the 2<sup>&#x02212;&#x00394;&#x00394;Ct</sup> method with <italic>Mul-ACTIN</italic> and <italic>Mul-EF1-</italic>&#x003B1; as reference genes. The column indicates the log<sub>2</sub> ratio of phytoplasma-infected leaves/healthy leaves. Statistical values are expressed as the mean &#x000B1; SD, <italic>n</italic> = 3 in each group.</p></caption>
<graphic xlink:href="fpls-12-697702-g0002.tif"/>
</fig>
</sec>
<sec>
<title>DNA Methylation Site Distributions</title>
<p>There were 23,056 CCGG and 8,520 CCWGG DNA methylation sites detected in the phytoplasma-infected leaves, and a total of 22,733 CCGG and 7,856 CCWGG DNA methylation sites were found in healthy leaves. When the MethyIRAD reads were aligned onto a unique locus in different regions of the genome, the genome-wide methylation pattern was obtained, and the results showed that the distributions of methylation sites in different components of the genome were differential. However, it was found that the distribution patterns of methylation sites at different elements of genomes were similar in the phytoplasma-infected and healthy mulberry leaves (<xref ref-type="fig" rid="F3">Figures 3A&#x02013;F</xref>). Most CCGG DNA methylation sites were mainly enriched in the exon regions followed by the intergenic, intron, and upstream regions (<xref ref-type="fig" rid="F3">Figure 3G</xref>). As for the CCWGG DNA methylation sites, the major sites were mainly enriched in the intergenic regions followed by the exon, upstream, and intron regions (<xref ref-type="fig" rid="F3">Figure 3H</xref>).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Distribution of methylation sites in different gene regions and elements. <bold>(A)</bold> Distribution of CCGG methylation sites in the genes. X-axis represents the relative position of the locus on the gene. <bold>(B)</bold> Distribution of CCGG methylation sites 2 kb upstream or downstream of the transcriptional start sites (TSS). <bold>(C)</bold> Distribution of CCGG methylation sites 2 kb upstream or downstream of the transcriptional termination sites (TTS). <bold>(D)</bold> Distribution of CCWGG methylation sites in genes. X-axis represents the relative position of the locus on the gene. <bold>(E)</bold> Distribution of CCWGG methylation sites 2 kb upstream or downstream of the TSS. <bold>(F)</bold> Distribution of CCWGG methylation sites 2 kb upstream or downstream of the TTS. <bold>(G)</bold> CCGG methylation sites are shown. <bold>(H)</bold> CCWGG methylation sites are shown. I, infected leaves; H, healthy leaves. Exon indicates the exon regions; Intergenic indicates the intergenic regions; Intron indicates the intron regions; Upstream indicates 2 kb upstream of TSS.</p></caption>
<graphic xlink:href="fpls-12-697702-g0003.tif"/>
</fig>
</sec>
<sec>
<title>DNA Methylation Levels</title>
<p>In this study, a total of 3,676 and 1,366 differentially methylated sites in CCGG and CCWGG, respectively, were found between phytoplasma-infected and healthy mulberry leaves. Most of the differentially methylated sites were found in the intergenic and exon regions, and only about 10% of the differentially methylated sites were found in the upstream and intron regions, respectively (<xref ref-type="fig" rid="F4">Figure 4</xref>). The genes with differentially methylated sites in phytoplasma-infected and healthy mulberry leaves were screened and termed as DMGs. In total, 935 and 347 DMGs were identified in CCGG (<xref ref-type="supplementary-material" rid="SM4">Supplementary Table 4</xref>) and CCWGG sites (<xref ref-type="supplementary-material" rid="SM5">Supplementary Table 5</xref>), respectively. The results revealed that 511 DMGs in CCGG sites as well as 220 DMGs in CCWGG sites showed upregulation and 424 DMGs in CCGG sites as well as 127 DMGs in CCWGG sites showed downregulation in the phytoplasma-infected leaves compared to healthy leaves. Interestingly, there were 29 genes which were differentially methylated at both CCGG and CCWGG sites. These results suggested that phytoplasma infection induced the changes of methylation level of some genes.</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Distribution percentage of differential DNA methylation sites on different gene function components. <bold>(A)</bold> CCGG methylation sites are shown; <bold>(B)</bold> CCWGG methylation sites are shown. Exon, the regions of exon; Upstream, the upstream 2,000 bp of the transcriptional start sites (TSS); Intron, the whole introns of genes; Intergenic, the intergenic regions.</p></caption>
<graphic xlink:href="fpls-12-697702-g0004.tif"/>
</fig>
<p>To validate the results obtained with MethylRAD-seq data, six genes were selected for analysis by PCR. The genomic DNA digested with FspEI was used as the template for semi-quantitative PCR, and there were more amplification products obtained from the samples, in which the genomic DNAs were lower methylated than those from the samples in which the genomic DNAs were highly methylated at CCGG or CCWGG sites (<xref ref-type="fig" rid="F5">Figure 5</xref>). The PCR results showed a high degree of consistency with the MethylRAD-seq data, indicating that the genomic DNA methylation results obtained by MethylRAD are reliable.</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Validation of methylation levels of differentially methylated genes (DMGs) by PCR. CK, the genomic DNA without being digested with FspEI used as the template for PCR; FspEI, the genomic DNA digested with FspEI used as the template for PCR; IL, the infected leaves; HL, the healthy leaves.</p></caption>
<graphic xlink:href="fpls-12-697702-g0005.tif"/>
</fig>
</sec>
<sec>
<title>Association Analysis of MethylRAD and Transcriptome Sequencing</title>
<p>Based on the RNA-Seq and MethylRAD sequencing data, the methylation and expression levels of the genes in the infected and healthy leaves were compared. Though a lot of genes were methylated or expressed differently, only 51 genes were differentially methylated and expressed between the infected and healthy leaves. Among these differentially expressed and methylated genes (DEMGs), there were 40 and 11 genes with CCGG and CCWGG differential methylation sites, respectively (<xref ref-type="table" rid="T2">Tables 2</xref>, <xref ref-type="table" rid="T3">3</xref>). The correlation between DNA methylation and gene expression showed that the expression levels of 33 genes were negatively correlated with their methylation levels, while the expression levels of 18 genes were positively correlated with their methylation levels. Moreover, it was found that most of the DEMGs were differentially methylated in the exon regions, and only 5 DEMGs were differentially methylated in the intron regions and one was differentially methylated in the intergenic region (<xref ref-type="supplementary-material" rid="SM6">Supplementary Tables 6</xref>, <xref ref-type="supplementary-material" rid="SM7">7</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Association analysis of the DNA methylation levels in CCGG sites and expression levels of genes in the healthy and infected mulberry leaves.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Gene_id</bold></th>
<th valign="top" align="center" colspan="5" style="border-bottom: thin solid #000000;"><bold>DNA methylation levels of genes</bold></th>
<th valign="top" align="center" colspan="5" style="border-bottom: thin solid #000000;"><bold>Expression levels of mRNAs</bold></th>
<th valign="top" align="left"><bold>Description</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Normalized value</bold></th>
<th valign="top" align="center" style="border-bottom: thin solid #000000;"><bold>Fold-change</bold></th>
<th valign="top" align="center"><bold><italic>P</italic>-value</bold></th>
<th valign="top" align="center"><bold>Up or down</bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Normalized value</bold></th>
<th valign="top" align="center" style="border-bottom: thin solid #000000;"><bold>Fold-change</bold></th>
<th valign="top" align="center"><bold><italic>P</italic>-value</bold></th>
<th valign="top" align="center"><bold>Up or down</bold></th>
<th/>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>IL</bold></th>
<th valign="top" align="center"><bold>HL</bold></th>
<th valign="top" align="center"><bold>log<sub><bold>2</bold></sub> (IL/HL)</bold></th>
<th/>
<th/>
<th valign="top" align="center"><bold>IL</bold></th>
<th valign="top" align="center"><bold>HL</bold></th>
<th valign="top" align="center"><bold>Log<sub><bold>2</bold></sub> (IL/HL)</bold></th>
<th/>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21384119">LOC21384119</ext-link></td>
<td valign="top" align="center">6.64</td>
<td valign="top" align="center">1.22</td>
<td valign="top" align="center">2.377247933</td>
<td valign="top" align="center">0.03133688</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">10.6218</td>
<td valign="top" align="center">3.30881</td>
<td valign="top" align="center">1.696733297</td>
<td valign="top" align="center">0.032050552</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Probable acyl-activating enzyme 6</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21385272">LOC21385272</ext-link></td>
<td valign="top" align="center">57.3</td>
<td valign="top" align="center">28.75</td>
<td valign="top" align="center">1.001931754</td>
<td valign="top" align="center">0.010023735</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">0.465949</td>
<td valign="top" align="center">4.52085</td>
<td valign="top" align="center">&#x02212;3.07234063</td>
<td valign="top" align="center">0.005695407</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Protein NPGR1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21386068">LOC21386068</ext-link></td>
<td valign="top" align="center">43.43</td>
<td valign="top" align="center">7.34</td>
<td valign="top" align="center">2.561160615</td>
<td valign="top" align="center">2.84E-07</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">0.944625</td>
<td valign="top" align="center">6.06198</td>
<td valign="top" align="center">&#x02212;2.574462061</td>
<td valign="top" align="center">0.005256016</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Proteinaceous RNase P 1, chloroplastic/mitochondrial</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21386721">LOC21386721</ext-link></td>
<td valign="top" align="center">4.22</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">5.8272901</td>
<td valign="top" align="center">0.019032971</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">17.2715</td>
<td valign="top" align="center">96.0452</td>
<td valign="top" align="center">&#x02212;2.450768342</td>
<td valign="top" align="center">0.000338362</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Root phototropism protein 3</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21387791">LOC21387791</ext-link></td>
<td valign="top" align="center">43.43</td>
<td valign="top" align="center">100.34</td>
<td valign="top" align="center">&#x02212;1.197632275</td>
<td valign="top" align="center">0.000829776</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">24.8383</td>
<td valign="top" align="center">5.11056</td>
<td valign="top" align="center">2.41804818</td>
<td valign="top" align="center">0.001789791</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Alpha-galactosidase</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21387864">LOC21387864</ext-link></td>
<td valign="top" align="center">4.83</td>
<td valign="top" align="center">20.8</td>
<td valign="top" align="center">&#x02212;2.081703374</td>
<td valign="top" align="center">0.000736236</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">6.71571</td>
<td valign="top" align="center">0.585538</td>
<td valign="top" align="center">3.62398298</td>
<td valign="top" align="center">0.000389018</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Glutamate receptor 2.8</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21388450">LOC21388450</ext-link></td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">26.92</td>
<td valign="top" align="center">&#x02212;8.469230915</td>
<td valign="top" align="center">9.21E-11</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">18.8595</td>
<td valign="top" align="center">2.8335</td>
<td valign="top" align="center">2.770898828</td>
<td valign="top" align="center">0.000484906</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Remorin 4.1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21389708">LOC21389708</ext-link></td>
<td valign="top" align="center">7.24</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">6.594271611</td>
<td valign="top" align="center">0.000883472</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">9.63342</td>
<td valign="top" align="center">2.92863</td>
<td valign="top" align="center">1.734370376</td>
<td valign="top" align="center">0.025735456</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Disease resistance protein RPM1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21390958">LOC21390958</ext-link></td>
<td valign="top" align="center">6.03</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">6.334220402</td>
<td valign="top" align="center">0.002947321</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">0.694153</td>
<td valign="top" align="center">4.57108</td>
<td valign="top" align="center">&#x02212;2.726142007</td>
<td valign="top" align="center">0.009576037</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">LRR receptor-like serine/threonine-protein kinase RPK2</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21391131">LOC21391131</ext-link></td>
<td valign="top" align="center">21.11</td>
<td valign="top" align="center">9.79</td>
<td valign="top" align="center">1.111840833</td>
<td valign="top" align="center">0.037905668</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">6.46363</td>
<td valign="top" align="center">0.863553</td>
<td valign="top" align="center">2.895734603</td>
<td valign="top" align="center">0.001660231</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Putative beta-D-xylosidase</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21392066">LOC21392066</ext-link></td>
<td valign="top" align="center">29.56</td>
<td valign="top" align="center">13.46</td>
<td valign="top" align="center">1.139403922</td>
<td valign="top" align="center">0.01657984</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">24.0147</td>
<td valign="top" align="center">7.56114</td>
<td valign="top" align="center">1.682886327</td>
<td valign="top" align="center">0.019554235</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">GEM-like protein 5</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21393642">LOC21393642</ext-link></td>
<td valign="top" align="center">21.71</td>
<td valign="top" align="center">3.66</td>
<td valign="top" align="center">2.548929333</td>
<td valign="top" align="center">6.57E-05</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">14.2876</td>
<td valign="top" align="center">3.80657</td>
<td valign="top" align="center">1.936906262</td>
<td valign="top" align="center">0.014112871</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">F-box/LRR-repeat MAX2 homolog A</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21393677">LOC21393677</ext-link></td>
<td valign="top" align="center">2.41</td>
<td valign="top" align="center">9.79</td>
<td valign="top" align="center">&#x02212;1.978038631</td>
<td valign="top" align="center">0.021106192</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">13.2822</td>
<td valign="top" align="center">174.208</td>
<td valign="top" align="center">&#x02212;3.731234214</td>
<td valign="top" align="center">2.37E-06</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Cucumisin</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21393969">LOC21393969</ext-link></td>
<td valign="top" align="center">1.81</td>
<td valign="top" align="center">24.47</td>
<td valign="top" align="center">&#x02212;3.693749899</td>
<td valign="top" align="center">3.50E-07</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">11.1303</td>
<td valign="top" align="center">3.7693</td>
<td valign="top" align="center">1.622102897</td>
<td valign="top" align="center">0.028591888</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Probable serine/threonine-protein kinase WNK4</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21394169">LOC21394169</ext-link></td>
<td valign="top" align="center">1.21</td>
<td valign="top" align="center">6.73</td>
<td valign="top" align="center">&#x02212;2.399293322</td>
<td valign="top" align="center">0.03133688</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">3.38758</td>
<td valign="top" align="center">0.742111</td>
<td valign="top" align="center">2.40116303</td>
<td valign="top" align="center">0.020972852</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Receptor-like protein kinase 5</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21394538">LOC21394538</ext-link></td>
<td valign="top" align="center">6.03</td>
<td valign="top" align="center">27.53</td>
<td valign="top" align="center">&#x02212;2.167341525</td>
<td valign="top" align="center">0.000108188</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">16.638</td>
<td valign="top" align="center">0.407073</td>
<td valign="top" align="center">5.423070286</td>
<td valign="top" align="center">3.29E-06</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Heat stress transcription factor B-3</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21394858">LOC21394858</ext-link></td>
<td valign="top" align="center">25.33</td>
<td valign="top" align="center">1.84</td>
<td valign="top" align="center">3.741571181</td>
<td valign="top" align="center">1.60E-07</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">24.5254</td>
<td valign="top" align="center">5.97396</td>
<td valign="top" align="center">1.911342808</td>
<td valign="top" align="center">0.006640769</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Uncharacterized LOC21394858</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21395936">LOC21395936</ext-link></td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">10.4</td>
<td valign="top" align="center">1.870737662</td>
<td valign="top" align="center">8.77E-05</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">7.55023</td>
<td valign="top" align="center">1.51213</td>
<td valign="top" align="center">2.185595908</td>
<td valign="top" align="center">0.036028134</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Serine/threonine-protein kinase SAPK2</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21396002">LOC21396002</ext-link></td>
<td valign="top" align="center">2.41</td>
<td valign="top" align="center">26.92</td>
<td valign="top" align="center">&#x02212;3.430363844</td>
<td valign="top" align="center">3.31E-07</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">69.4173</td>
<td valign="top" align="center">12.1258</td>
<td valign="top" align="center">2.535104142</td>
<td valign="top" align="center">0.000156284</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">1-aminocyclopropane-1-carboxylate oxidase homolog 1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21397122">LOC21397122</ext-link></td>
<td valign="top" align="center">3.02</td>
<td valign="top" align="center">18.35</td>
<td valign="top" align="center">&#x02212;2.566597169</td>
<td valign="top" align="center">0.000219215</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">7.61102</td>
<td valign="top" align="center">2.04864</td>
<td valign="top" align="center">1.952859924</td>
<td valign="top" align="center">0.006201517</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">ABC transporter B family member 15</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21397198">LOC21397198</ext-link></td>
<td valign="top" align="center">2.41</td>
<td valign="top" align="center">14.68</td>
<td valign="top" align="center">&#x02212;2.559283094</td>
<td valign="top" align="center">0.000828701</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">23.5105</td>
<td valign="top" align="center">5.63271</td>
<td valign="top" align="center">2.089577933</td>
<td valign="top" align="center">0.003807881</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Rust resistance kinase Lr10</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21397218">LOC21397218</ext-link></td>
<td valign="top" align="center">14.48</td>
<td valign="top" align="center">30.59</td>
<td valign="top" align="center">&#x02212;1.066380385</td>
<td valign="top" align="center">0.025670151</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">21.892</td>
<td valign="top" align="center">1.09766</td>
<td valign="top" align="center">4.344062412</td>
<td valign="top" align="center">1.23E-05</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Homogentisate solanesyltransferase, chloroplastic</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21399822">LOC21399822</ext-link></td>
<td valign="top" align="center">8.44</td>
<td valign="top" align="center">1.22</td>
<td valign="top" align="center">2.721679835</td>
<td valign="top" align="center">0.007515641</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">9.31064</td>
<td valign="top" align="center">29.8075</td>
<td valign="top" align="center">&#x02212;1.661090591</td>
<td valign="top" align="center">0.012513308</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Cytochrome P450 77A4</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21400231">LOC21400231</ext-link></td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">4.28</td>
<td valign="top" align="center">&#x02212;5.838512532</td>
<td valign="top" align="center">0.019032971</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">13.808</td>
<td valign="top" align="center">1.86419</td>
<td valign="top" align="center">2.866470008</td>
<td valign="top" align="center">0.007529116</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Cationic peroxidase 2</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21400376">LOC21400376</ext-link></td>
<td valign="top" align="center">9.05</td>
<td valign="top" align="center">1.84</td>
<td valign="top" align="center">2.26385989</td>
<td valign="top" align="center">0.013506003</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">25.8076</td>
<td valign="top" align="center">155.143</td>
<td valign="top" align="center">&#x02212;2.551084391</td>
<td valign="top" align="center">0.000280295</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Phosphomethylethanolamine N-methyltransferase</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21400775">LOC21400775</ext-link></td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">9.79</td>
<td valign="top" align="center">&#x02212;7.016905701</td>
<td valign="top" align="center">8.65E-05</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">38.1527</td>
<td valign="top" align="center">3.69448</td>
<td valign="top" align="center">3.341711085</td>
<td valign="top" align="center">4.67E-06</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Aspartic proteinase nepenthesin-1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21401505">LOC21401505</ext-link></td>
<td valign="top" align="center">4.22</td>
<td valign="top" align="center">23.25</td>
<td valign="top" align="center">&#x02212;2.431079327</td>
<td valign="top" align="center">8.45E-05</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">3.63616</td>
<td valign="top" align="center">12.0921</td>
<td valign="top" align="center">&#x02212;1.810864686</td>
<td valign="top" align="center">0.022105531</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Endoglucanase 24</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21401979">LOC21401979</ext-link></td>
<td valign="top" align="center">60.32</td>
<td valign="top" align="center">24.48</td>
<td valign="top" align="center">1.307831037</td>
<td valign="top" align="center">0.000939169</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">22.8469</td>
<td valign="top" align="center">86.1436</td>
<td valign="top" align="center">&#x02212;1.910609869</td>
<td valign="top" align="center">0.003886471</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Monocopper oxidase-like protein SKU5</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21402514">LOC21402514</ext-link></td>
<td valign="top" align="center">7.24</td>
<td valign="top" align="center">17.74</td>
<td valign="top" align="center">&#x02212;1.275612742</td>
<td valign="top" align="center">0.032805023</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">2.45421</td>
<td valign="top" align="center">10.1068</td>
<td valign="top" align="center">&#x02212;2.01987321</td>
<td valign="top" align="center">0.03799655</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Glucan endo-1,3-beta-glucosidase 5</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21403912">LOC21403912</ext-link></td>
<td valign="top" align="center">59.11</td>
<td valign="top" align="center">26.92</td>
<td valign="top" align="center">1.141625094</td>
<td valign="top" align="center">0.003513335</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">14.0438</td>
<td valign="top" align="center">57.7734</td>
<td valign="top" align="center">&#x02212;2.050289552</td>
<td valign="top" align="center">0.002115063</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Putative methylesterase 11, chloroplastic</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21406110">LOC21406110</ext-link></td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">7.95</td>
<td valign="top" align="center">&#x02212;6.719913843</td>
<td valign="top" align="center">0.000489065</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">2.90947</td>
<td valign="top" align="center">0.153392</td>
<td valign="top" align="center">4.265529009</td>
<td valign="top" align="center">0.035230409</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Probable purine permease 11</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21407221">LOC21407221</ext-link></td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">17.74</td>
<td valign="top" align="center">1.104566424</td>
<td valign="top" align="center">0.011630501</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">35.4039</td>
<td valign="top" align="center">14.059</td>
<td valign="top" align="center">1.363421941</td>
<td valign="top" align="center">0.033134801</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Uncharacterized LOC21407221</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21407679">LOC21407679</ext-link></td>
<td valign="top" align="center">36.79</td>
<td valign="top" align="center">11.62</td>
<td valign="top" align="center">1.66492899</td>
<td valign="top" align="center">0.000397285</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">15.3024</td>
<td valign="top" align="center">2.69869</td>
<td valign="top" align="center">2.52582986</td>
<td valign="top" align="center">0.000680367</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Protodermal factor 1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21407908">LOC21407908</ext-link></td>
<td valign="top" align="center">3.02</td>
<td valign="top" align="center">11.01</td>
<td valign="top" align="center">&#x02212;1.833601232</td>
<td valign="top" align="center">0.020788721</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">15.3024</td>
<td valign="top" align="center">2.69869</td>
<td valign="top" align="center">2.52582986</td>
<td valign="top" align="center">0.000680367</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Heat shock cognate 70 kDa protein 2</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21408351">LOC21408351</ext-link></td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">3.67</td>
<td valign="top" align="center">&#x02212;5.620316002</td>
<td valign="top" align="center">0.036026696</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">8.9252</td>
<td valign="top" align="center">1.23402</td>
<td valign="top" align="center">2.856855415</td>
<td valign="top" align="center">0.010383176</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">CBS domain-containing protein CBSX5</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21410042">LOC21410042</ext-link></td>
<td valign="top" align="center">3.02</td>
<td valign="top" align="center">18.35</td>
<td valign="top" align="center">&#x02212;2.566597169</td>
<td valign="top" align="center">0.000219215</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">40.1702</td>
<td valign="top" align="center">1.30865</td>
<td valign="top" align="center">4.890219818</td>
<td valign="top" align="center">1.18E-08</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Epoxide hydrolase A</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21410115">LOC21410115</ext-link></td>
<td valign="top" align="center">13.27</td>
<td valign="top" align="center">29.38</td>
<td valign="top" align="center">&#x02212;1.132484815</td>
<td valign="top" align="center">0.020094715</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="center">1.06778</td>
<td valign="top" align="center">7.68425</td>
<td valign="top" align="center">&#x02212;2.888368427</td>
<td valign="top" align="center">0.00713277</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">O-acyltransferase WSD1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21410270">LOC21410270</ext-link></td>
<td valign="top" align="center">22.92</td>
<td valign="top" align="center">11.01</td>
<td valign="top" align="center">1.061391626</td>
<td valign="top" align="center">0.039801044</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">81.0559</td>
<td valign="top" align="center">10.3012</td>
<td valign="top" align="center">2.964684515</td>
<td valign="top" align="center">1.20E-05</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Cytochrome P450 71B37</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21410363">LOC21410363</ext-link></td>
<td valign="top" align="center">10.25</td>
<td valign="top" align="center">1.84</td>
<td valign="top" align="center">2.443023224</td>
<td valign="top" align="center">0.005647968</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">0.672281</td>
<td valign="top" align="center">22.572</td>
<td valign="top" align="center">&#x02212;5.062900493</td>
<td valign="top" align="center">1.35E-09</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Polygalacturonase At1g48100</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21410440">LOC21410440</ext-link></td>
<td valign="top" align="center">3.62</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">5.609126288</td>
<td valign="top" align="center">0.036026696</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="center">21.5948</td>
<td valign="top" align="center">7.89128</td>
<td valign="top" align="center">1.504927856</td>
<td valign="top" align="center">0.037234392</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">IAA-amino acid hydrolase ILR1-like 2</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Association analysis of the DNA methylation levels in CCWGG sites and expression levels of genes in the healthy and infected mulberry leaves.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Gene_id</bold></th>
<th valign="top" align="center" colspan="5" style="border-bottom: thin solid #000000;"><bold>DNA methylation levels of genes</bold></th>
<th valign="top" align="center" colspan="5" style="border-bottom: thin solid #000000;"><bold>Expression levels of mRNAs</bold></th>
<th valign="top" align="left"><bold>Description</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Normalized value</bold></th>
<th valign="top" align="center"><bold>Fold-change</bold></th>
<th valign="top" align="center"><bold><italic>P</italic>-value</bold></th>
<th valign="top" align="center"><bold>Up or down</bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Normalized value</bold></th>
<th valign="top" align="center"><bold>Fold-change</bold></th>
<th valign="top" align="center"><bold><italic>P</italic>-value</bold></th>
<th valign="top" align="left"><bold>Up or down</bold></th>
<th/>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>IL</bold></th>
<th valign="top" align="center"><bold>HL</bold></th>
<th valign="top" align="center"><bold>log<sub><bold>2</bold></sub> (IL/HL)</bold></th>
<th/>
<th/>
<th valign="top" align="center"><bold>IL</bold></th>
<th valign="top" align="center"><bold>HL</bold></th>
<th valign="top" align="center"><bold>Log<sub><bold>2</bold></sub> (IL/HL)</bold></th>
<th/>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21383997">LOC21383997</ext-link></td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">8.7</td>
<td valign="top" align="center">&#x02212;1.5360529</td>
<td valign="top" align="center">0.020021665</td>
<td valign="top" align="center">Down</td>
<td valign="top" align="center">3.96772</td>
<td valign="top" align="center">0.0664015</td>
<td valign="top" align="center">5.957406714</td>
<td valign="top" align="center">5.00E-05</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">G-type lectin S-receptor-like serine/threonine-protein kinase</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21385193">LOC21385193</ext-link></td>
<td valign="top" align="center">2.77</td>
<td valign="top" align="center">46.21</td>
<td valign="top" align="center">&#x02212;4.041846754</td>
<td valign="top" align="center">1.89E-06</td>
<td valign="top" align="center">Down</td>
<td valign="top" align="center">0.460683</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">Inf</td>
<td valign="top" align="center">0.038255631</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Uncharacterized LOC21385193</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21385834">LOC21385834</ext-link></td>
<td valign="top" align="center">31.81</td>
<td valign="top" align="center">9.24</td>
<td valign="top" align="center">1.6961249</td>
<td valign="top" align="center">0.019332873</td>
<td valign="top" align="center">Up</td>
<td valign="top" align="center">1.14305</td>
<td valign="top" align="center">0.0640711</td>
<td valign="top" align="center">4.150051792</td>
<td valign="top" align="center">0.04322622</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Uncharacterized acetyltransferase At3g50280</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21386217">LOC21386217</ext-link></td>
<td valign="top" align="center">6.91</td>
<td valign="top" align="center">24.65</td>
<td valign="top" align="center">&#x02212;1.873520354</td>
<td valign="top" align="center">0.014149991</td>
<td valign="top" align="center">Down</td>
<td valign="top" align="center">28.5432</td>
<td valign="top" align="center">82.7777</td>
<td valign="top" align="center">&#x02212;1.540807039</td>
<td valign="top" align="center">0.017915134</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">GATA transcription factor 8</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21386728">LOC21386728</ext-link></td>
<td valign="top" align="center">17.98</td>
<td valign="top" align="center">1.54</td>
<td valign="top" align="center">3.33439691</td>
<td valign="top" align="center">0.005616358</td>
<td valign="top" align="center">Up</td>
<td valign="top" align="center">83.5981</td>
<td valign="top" align="center">14.2825</td>
<td valign="top" align="center">2.545951498</td>
<td valign="top" align="center">0.000663556</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Pleiotropic drug resistance protein 1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21397798">LOC21397798</ext-link></td>
<td valign="top" align="center">12.45</td>
<td valign="top" align="center">1.54</td>
<td valign="top" align="center">2.81044098</td>
<td valign="top" align="center">0.047691132</td>
<td valign="top" align="center">Up</td>
<td valign="top" align="center">32.6897</td>
<td valign="top" align="center">103.274</td>
<td valign="top" align="center">&#x02212;1.662120382</td>
<td valign="top" align="center">0.02164995</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Alpha-xylosidase 1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21405760">LOC21405760</ext-link></td>
<td valign="top" align="center">88.53</td>
<td valign="top" align="center">35.43</td>
<td valign="top" align="center">1.2488273</td>
<td valign="top" align="center">0.00565644</td>
<td valign="top" align="center">Up</td>
<td valign="top" align="center">32.0943</td>
<td valign="top" align="center">75.4566</td>
<td valign="top" align="center">&#x02212;1.260241675</td>
<td valign="top" align="center">0.049769593</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Multicopper oxidase LPR1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21406640">LOC21406640</ext-link></td>
<td valign="top" align="center">8.3</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">5.50959106</td>
<td valign="top" align="center">0.036026696</td>
<td valign="top" align="center">Up</td>
<td valign="top" align="center">6.21539</td>
<td valign="top" align="center">58.0157</td>
<td valign="top" align="center">&#x02212;3.31628674</td>
<td valign="top" align="center">1.45E-06</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Protein ECERIFERUM 1</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21408202">LOC21408202</ext-link></td>
<td valign="top" align="center">2.76</td>
<td valign="top" align="center">27.73</td>
<td valign="top" align="center">&#x02212;3.308560094</td>
<td valign="top" align="center">0.000697104</td>
<td valign="top" align="center">Down</td>
<td valign="top" align="center">8.81421</td>
<td valign="top" align="center">1.16728</td>
<td valign="top" align="center">2.850158208</td>
<td valign="top" align="center">0.000787834</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Non-lysosomal glucosylceramidase</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21408270">LOC21408270</ext-link></td>
<td valign="top" align="center">8.3</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">5.50959106</td>
<td valign="top" align="center">0.036026696</td>
<td valign="top" align="center">Up</td>
<td valign="top" align="center">6.28344</td>
<td valign="top" align="center">16.8424</td>
<td valign="top" align="center">&#x02212;1.455547002</td>
<td valign="top" align="center">0.038863479</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">UDP-glucuronate 4-epimerase 3</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LOC21409371">LOC21409371</ext-link></td>
<td valign="top" align="center">8.3</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">5.50959106</td>
<td valign="top" align="center">0.036026696</td>
<td valign="top" align="center">Up</td>
<td valign="top" align="center">47.4971</td>
<td valign="top" align="center">2.87226</td>
<td valign="top" align="center">4.036016548</td>
<td valign="top" align="center">1.97E-08</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Cytochrome P450 84A1</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The GO analysis of these DEMGs indicated that these genes were classified into nine functional categories (<xref ref-type="fig" rid="F6">Figure 6</xref>). The first category of genes was involved in metabolism followed by the second category of genes which was associated with stress response, and the third category of genes was involved in signal transduction. The other genes were classified into transportion, RNA processing, regulation of transcription, development, and unknown categories.</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>Distribution percentage of the differential DNA methylation and expressed genes in various categories.</p></caption>
<graphic xlink:href="fpls-12-697702-g0006.tif"/>
</fig>
</sec>
<sec>
<title>Characterization of the Phytoplasma-Responsive G-Type Lectin S-Receptor-Like Serine/Threonine Protein Kinase</title>
<p>Integrated analysis showed that the expression of LOC21383997, which was annotated as <italic>Mu-GsSRK</italic> was increased, but its methylation level was decreased in the phytoplasma-infected leaves, and these results were confirmed by qRT-PCR (<xref ref-type="fig" rid="F2">Figure 2</xref>) and semi-quantitative PCR analyses (<xref ref-type="fig" rid="F5">Figure 5</xref>). The protein encoded by the <italic>Mu-GsSRK</italic> gene contains 781 amino acids, and its predicted molecular weight (MW) and isoelectric point (<italic>p</italic>I) were found to be 87.6 kDa and 6.28, respectively. Multiple sequence alignments revealed the protein-shared homology regions with GsSRKs in various species (<xref ref-type="fig" rid="F7">Figure 7A</xref>). Similar to other typical G-type lectin receptor-like kinases (LecRLKs), Mu-GsSRK protein has some putative conserved domains, such as protein kinase active sites, ATP binding sites, substrate binding sites, and two activation loops. Besides these conserved kinase domains, the protein also contains a B lectin (bulb-type mannose-specific lectin) region and an S-locus-glycoprotein region at the N terminus. In addition, a plant PAN/APPLE-like domain associated with various biological functions by mediating protein&#x02013;carbohydrate or protein&#x02013;protein interactions was detected in the Mu-GsSRK protein (<xref ref-type="fig" rid="F7">Figure 7B</xref>).</p>
<fig id="F7" position="float">
<label>Figure 7</label>
<caption><p>Multiple sequence alignment of Mu-GsSRK with other GsSRK proteins <bold>(A)</bold> and its putative conserved domains <bold>(B)</bold>. Amino acid residues black and red or blue-shaded are conserved and similar amino acid residues, respectively. The aligned sequences included those GsSRK proteins from <italic>Glycine max</italic> (XP_003529230.1), <italic>Malus domestica</italic> (XP_028951539.1), <italic>Rosa chinensis</italic> (XP_024193513.1), <italic>Populus trichocarpa</italic> (XP_002314767.3), <italic>Zea mays</italic> (PWZ52786.1), and <italic>Nicotiana tabacum</italic> (XP_016458326.1).</p></caption>
<graphic xlink:href="fpls-12-697702-g0007.tif"/>
</fig>
<p>Phylogenetic analysis of Mu-GsSRK and GsSRKs from other plants showed that there was closest homology between Mu-GsSRK and GsSRK in <italic>M. notabilis</italic> (<xref ref-type="fig" rid="F8">Figure 8A</xref>). The structural properties of the Mu-GsSRK protein was predicted using SWISS&#x02013;MODEL, and the result showed that the protein contained 54.93% random coil, 23.30% alpha helix, and 21.77% extended strands and had a &#x003B2;-barrel structure composed of a number of strands in their N-terminal lectin domains (<xref ref-type="fig" rid="F8">Figure 8B</xref>). The prediction of N-terminal extension suggested that Mu-GsSRK contained an obvious signal peptide, but no obvious sublocalization sequence was detected. In order to elucidate its subcellular localization, <italic>Mu-GsSRK</italic> was fused to a green fluorescent protein gene and introduced into <italic>N. benthamiana</italic> leaves. The green fluorescent signal was detected within the plasma membrane suggesting the localization of Mu-GsSRK in the plasma membrane (<xref ref-type="fig" rid="F8">Figure 8C</xref>). Therefore, as a protein kinase, Mu-GsSRK may play a role in sensing and transmitting signals arising from different biotic stress conditions.</p>
<fig id="F8" position="float">
<label>Figure 8</label>
<caption><p>Phylogenetic analyses of GsSRK proteins from different plants and predicted three-dimensional structure and subcellular localization of Mu-GsSRK. <bold>(A)</bold> Phylogenetic tree was generalized using the neighbor-joining method. The numbers given on the nodes are bootstrap values, and the scale indicates genetic distance. GenBank accession numbers of the proteins are shown in the brackets. <bold>(B)</bold> Three-dimensional structure of Mu-GsSRK proteins was established by SWISS-MODEL. <bold>(C)</bold> Subcellular localization of Mu-GsSRK-GFP in <italic>N. benthamiana</italic> leaf epidermal cells. Mu-GsSRK-GFP fusion protein was transiently expressed in <italic>N. benthamiana</italic> leaf epidermal cells and visualized with a confocal laser scanning microscope (Zeiss LSM880, Zeiss, Jena, Germany). The left image shows the cell with GFP signal, and the bright-field view of the same cells is shown in the middle image. The right image indicates the overlays of the fluorescent and bright images.</p></caption>
<graphic xlink:href="fpls-12-697702-g0008.tif"/>
</fig>
</sec>
<sec>
<title>Expression Profile of <italic>Mu-GsSRK</italic></title>
<p>To explore the function of the <italic>Mu-GsSRK</italic> gene, its expression pattern in different tissues and organs was analyzed by qRT-PCR. The results showed that <italic>Mu-GsSRK</italic> was expressed ubiquitously in the investigated parts of mulberry plants, but its expression level was higher in the leaves than that in other parts (<xref ref-type="fig" rid="F9">Figure 9A</xref>). Moreover, the induced expression pattern of <italic>Mu-GsSRK</italic> was explored by challenging the mulberry seedlings with <italic>P. syringae</italic> pv. <italic>mori</italic> and <italic>C. dematium</italic> and by treating the seedlings with JA and SA, respectively. The results indicated that the expression level of <italic>Mu-GsSRK</italic> was increased in the leaves challenged by <italic>P. syringae</italic> pv. <italic>mori</italic> or <italic>C. dematium</italic>. Furthermore, it showed that the exogenous application of JA or SA enhanced the expression of <italic>Mu-GsSRK</italic> in the leaves (<xref ref-type="fig" rid="F9">Figure 9B</xref>). In addition, <italic>pMu-GsSRK</italic> was fused with the GUS gene and then was transiently expressed in tobacco leaves. The results of GUS staining showed that GUS activity was induced in the leaves infected by <italic>B. cinerea</italic> or <italic>Pst</italic> DC3000, as well as in the leaves upon inoculation with JA or SA (<xref ref-type="fig" rid="F9">Figure 9C</xref>). These data indicated that <italic>Mu-GsSRK</italic> may be associated with stress resistance, and JA and SA may modulate its expression in mulberry.</p>
<fig id="F9" position="float">
<label>Figure 9</label>
<caption><p>Expression pattern of the <italic>Mu-GsSRK</italic> gene. <bold>(A)</bold> Tissue expression pattern of <italic>Mu-GsSRK</italic>. <bold>(B)</bold> Induced expression pattern of <italic>Mu-GsSRK</italic>. <italic>Ps</italic> and <italic>Cd</italic> indicate <italic>P. syringa</italic>e pv. <italic>mori</italic> and <italic>C. dematium</italic>, respectively. The relative expression levels of the genes were evaluated using the 2<sup>&#x02212;&#x00394;&#x00394;Ct</sup> method with <italic>Mul-actin</italic> and <italic>Mul-EF1-</italic>&#x003B1; as reference genes. Data represent the mean values of triplicate samples &#x000B1; SD. Columns with different letters above indicate significant differences at <italic>P</italic> &#x0003C; 0.05 according to Duncan&#x00027;s multiple range test. <bold>(C)</bold> Transient expression of <italic>pMu-GsSRK::GUS</italic> fusion in <italic>N. benthamiana</italic> leaves. Tobacco leaves infiltrated with transformed <italic>Agrobacterium</italic> were sampled at 36 and 72 h after <italic>Pst</italic> DC3000 and <italic>B. cinerea</italic> inoculation, respectively. The leaves infiltrated were sampled at 6 h after salicylic acid (SA) or jasmonic acid (JA) treatments.</p></caption>
<graphic xlink:href="fpls-12-697702-g0009.tif"/>
</fig>
</sec>
<sec>
<title>Methylation Profile of <italic>Mu-GsSRK</italic></title>
<p>To explore whether DNA methylation was involved in the expression change of the <italic>Mu-GsSRK</italic> gene, genomic DNA digested with FspEI was used as the template for PCR analysis. The semi-quantitative PCR results indicated that the <italic>Mu-GsSRK</italic> gene was methylated at CCGG or CCWGG sites, but the methylation level of <italic>Mu-GsSRK</italic> did not differ significantly among the different parts of mulberry plants (<xref ref-type="fig" rid="F10">Figure 10A</xref>). Therefore, the expression difference of <italic>Mu-GsSRK</italic> in the different parts is not caused by DNA methylation. However, the PCR results indicated that the methylation level of the <italic>Mu-GsSRK</italic> gene was reduced significantly in the leaves inoculated with <italic>P. syringa</italic>e pv. <italic>mori</italic> or <italic>C. dematium</italic> or treated with SA, but its DNA methylation level may not be affected by JA treatment. So, the expression change of <italic>Mu-GsSRK</italic> in the leaves inoculated with <italic>Pst</italic> DC3000 or <italic>C. dematium</italic> or treated with SA may be also caused by its methylation level change (<xref ref-type="fig" rid="F10">Figure 10B</xref>).</p>
<fig id="F10" position="float">
<label>Figure 10</label>
<caption><p>Methylation profile of <italic>Mu-GsSRK</italic> analyzed by PCR. Methylation level of the <italic>Mu-GsSRK</italic> gene in different organs detected by PCR <bold>(A)</bold>. Methylation level of the <italic>Mu-GsSRK</italic> gene in the leaves inoculated with <italic>P. syringa</italic>e pv. <italic>mori</italic> or <italic>C. dematium</italic> and treated with SA or JA detected by PCR <bold>(B)</bold>. <italic>Ps</italic> and <italic>Cd</italic> indicate <italic>P. syringa</italic>e pv. <italic>mori</italic> and <italic>C. dematium</italic>, respectively.</p></caption>
<graphic xlink:href="fpls-12-697702-g0010.tif"/>
</fig>
</sec>
<sec>
<title>Overexpression of <italic>Mu-GsSRK</italic> in <italic>A. thaliana</italic> Enhances Disease Resistance</title>
<p>To explore the defensive role of <italic>Mu-GsSRK</italic>, wild-type (WT) and transgenic <italic>Mu-GsSRK</italic> plants were challenged by <italic>Pst</italic> DC3000. Three days post-inoculation (DPI), the WT plants showed severe disease symptoms. In contrast, there were no evident disease symptoms observed in the leaves of transgenic plants. Meanwhile, the transgenic <italic>Mu-GsSRK A. thaliana</italic> plants were challenged by <italic>B. cinerea</italic> or <italic>Phytophthora capsici</italic> to explore the possible role of <italic>Mu-GsSRK</italic> in defense against fungal pathogens. Four DPI, <italic>B. cinerea</italic> or <italic>P. capsici</italic> were successfully colonized on the inoculation leaf surface of WT plants, and obvious necrotic lesions were observed on the leaves. On the contrary, mild disease symptoms were observed on the inoculated leaf surface of <italic>Mu-GsSRK</italic>-overexpressing plants (<xref ref-type="fig" rid="F11">Figure 11A</xref>). In addition, the bacterial populations of <italic>Pst</italic> DC3000 strains in the inoculated leaves were determined, and the result revealed that the population of the strains in the leaves of WT plants was significantly higher than that in the ones of <italic>Mu-GsSRK</italic>-overexpressing plants at 3 DPI (<xref ref-type="fig" rid="F11">Figure 11B</xref>). Moreover, the lesion areas in the leaves of WT plants inoculated with <italic>B. cinerea</italic> and <italic>P. capsici</italic> were larger than those in the leaves of <italic>Mu-GsSRK</italic>-overexpressing plants (<xref ref-type="fig" rid="F11">Figure 11C</xref>). These results indicate that the overexpression of <italic>Mu-GsSRK</italic> in Arabidopsis confer enhanced resistance to <italic>Pst</italic> DC 3000, <italic>B. cinerea</italic>, and <italic>P. capsici</italic>, and the <italic>Mu-GsSRK</italic> gene may play an important role in disease resistance.</p>
<fig id="F11" position="float">
<label>Figure 11</label>
<caption><p>Transgenic <italic>Mu-GsSRK</italic> gene <italic>A. thaliana</italic> plants that are resistant to <italic>Pst</italic> DC 3000, <italic>B. cinerea</italic>, and <italic>P. capsici</italic>. <bold>(A)</bold> Disease symptoms observed on the leaves at 3 days post-inoculation (DPI) with <italic>Pst</italic> DC 3000 and 4 DPI with <italic>B. cinerea</italic> or <italic>P. capsici</italic>. <bold>(B)</bold> Bacterial populations of <italic>Pst</italic> DC 3000 strains in the inoculated leaves at 3 DPI. Values represent the mean and SD of three leaves for three independent plants. The asterisk indicates significant difference at <italic>P</italic> &#x0003C; 0.05 between WT and OE according to Student&#x00027;s <italic>t</italic>-test. <bold>(C)</bold> Lesion area in the leaves of WT and OE plants inoculated with <italic>B. cinerea</italic> and <italic>P. capsici</italic>. Lesion areas were measured 7 days after inoculation by determining the average lesion diameter on three leaves per line. Values represent the mean and SD of three leaves for three independent plants. The asterisk indicates significant difference at <italic>P</italic> &#x0003C; 0.05 between WT and OE according to Student&#x00027;s <italic>t</italic>-test. <bold>(D)</bold> Expression of <italic>PR-1, PDF1.2</italic>, and <italic>CYP82C2</italic> in <italic>Mu-GsSRK</italic>-overexpressing <italic>A. thaliana</italic> plants. The relative expression levels of the genes were evaluated using the 2<sup>&#x02212;&#x00394;&#x00394;Ct</sup> method with <italic>Ath-actin</italic> and <italic>Ath-EF1-</italic>&#x003B1; as reference genes. Data represent the mean values of triplicate samples &#x000B1; SD. The relative expressions of the genes were compared with their expressions in WT without treatment, and the asterisk indicates significant difference at <italic>P</italic> &#x0003C; 0.05 between WT and OE according to Student&#x00027;s <italic>t</italic>-test. WT indicates wild-type plants and OE indicates <italic>Mu-GsSRK</italic>-overexpressing plants.</p></caption>
<graphic xlink:href="fpls-12-697702-g0011.tif"/>
</fig>
<p>To examine whether the expressions of some defense-related genes were elevated in the <italic>Mu-GsSRK</italic>-overexpressing <italic>A. thaliana</italic> plants, the expression levels of the pathogenesis-related protein 1 (PR-1) gene, plant defensin gene (<italic>PDF1.2</italic>), and cytochrome P450 protein CYP82C2 gene in the transgenic <italic>Mu-GsSRK</italic> plants were evaluated. The data showed that the expression levels of <italic>PR-1, PDF1.2</italic>, and <italic>CYP82C2</italic> genes were all very low both in the WT and transgenic <italic>Mu-GsSRK</italic> plants in the absence of <italic>Pst</italic> DC3000 inoculation, indicating that the constitutive overexpression of the <italic>Mu-GsSRK</italic> gene might not affect the basal expression levels of these defense-related genes. However, after <italic>Pst</italic> DC3000 treatment, the expression levels of <italic>PR-1, PDF1.2</italic>, and <italic>CYP82C2</italic> genes were higher in the <italic>Mu-GsSRK</italic>-overexpressing plants than in WT plants at 12 and 24 h post-inoculation (<xref ref-type="fig" rid="F11">Figure 11D</xref>). These results demonstrated that <italic>Mu-GsSRK</italic> may have a positive role in the regulation of defense gene expressions, but pathogen induction is a necessary step for defense gene expression.</p>
</sec>
<sec>
<title>Overexpression of <italic>Mu-GsSRK</italic> in Mulberry Enhances Resistance to Phytoplasma</title>
<p>Since the efficient genetic transformation and regeneration system has not yet been established in mulberry trees, in order to examine the role of <italic>Mu-GsSRK</italic> in the defense response to phytoplasma, transgenic <italic>Mu-GsSRK</italic> mulberry plants with hairy roots were generated (<xref ref-type="supplementary-material" rid="SM8">Supplementary Figure 1A</xref>). qRT-PCR showed that the <italic>Mu-GsSRK</italic> gene was constitutively highly expressed in the transgenic hairy roots (<xref ref-type="supplementary-material" rid="SM8">Supplementary Figure 1B</xref>). After the confirmation of transgenic <italic>Mu-GsSRK</italic> hairy roots, the original roots were cut off and the seedlings carrying the transgenic hairy roots were used in the follow-up of phytoplasma challenge experiments using the sap-feeding method. Four weeks post-challenge, the mulberry seedlings carrying the non-transgenic hairy roots showed severe symptoms of Witches&#x00027; broom disease, such as short internodes, leaf curling, and axillary bud sprouting. Contrarily, the mulberry seedlings carrying the transgenic <italic>Mu-GsSRK</italic> hairy roots showed mild dwarfism symptoms and enhanced resistance to phytoplasma (<xref ref-type="fig" rid="F12">Figures 12A,B</xref>). Quantitative PCR analysis showed that the concentrations of phytoplasmas in the aboveground parts and roots of the seedlings carrying the non-transgenic hairy roots were about 22.5 &#x000D7; 10<sup>5</sup> and 1.3 &#x000D7; 10<sup>5</sup> cells &#x003BC;g<sup>&#x02212;1</sup> plant DNA, respectively. While the concentrations of phytoplasmas in the aboveground parts and roots of the seedlings carrying the transgenic <italic>Mu-GsSRK</italic> hairy roots were about 6.0 &#x000D7; 10<sup>5</sup> and 0.4 &#x000D7; 10<sup>5</sup> cells &#x003BC;g<sup>&#x02212;1</sup> plant DNA, respectively, there was no phytoplasma detected in the plants challenged by healthy leafhoppers (<xref ref-type="fig" rid="F12">Figure 12C</xref>). Therefore, the concentrations of phytoplasmas in the aboveground parts and roots of the seedlings carrying the non-transgenic hairy roots were higher than those in the seedlings carrying the transgenic <italic>Mu-GsSRK</italic> hairy roots, and the overexpression of the <italic>Mu-GsSRK</italic> gene in the hairy roots partially inhibited the growth of phytoplasmas and led to enhanced resistance to phytoplasma.</p>
<fig id="F12" position="float">
<label>Figure 12</label>
<caption><p>Transgenic <italic>Mu-GsSRK</italic> gene mulberry seedlings were resistant to phytoplasma. <bold>(A)</bold> Phenotypes of mulberry seedlings carrying the transgenic empty vector hairy roots challenged by phytoplasma. <bold>(B)</bold> Phenotypes of mulberry seedlings carrying the transgenic <italic>Mu-GsSRK</italic> hairy roots challenged by phytoplasma. <bold>(C)</bold> Phytoplasma concentration in the plants detected by real-time PCR amplification of phytoplasma 16S rDNA. Statistics values are expressed as the mean &#x000B1; SD, <italic>n</italic> = 3 in each group. CK, plants challenged by uninfected leafhoppers. PI, plants challenged by phytoplasma-infected leafhoppers. Vector, mulberry seedlings carrying the transgenic empty vector hairy roots. 35S::Mu-GsSRK, mulberry seedlings carrying the transgenic <italic>Mu-GsSRK</italic> hairy roots.</p></caption>
<graphic xlink:href="fpls-12-697702-g0012.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<sec>
<title>DNA Dynamic Methylation Levels Were Associated With Expression Changes of the Genes Involved in Response to Phytoplasma Infection</title>
<p>As an important and conserved epigenetic modification, DNA methylation is associated with many important biological processes, and has been extensively studied in recent years. However, few studies have focused on mulberry, and this is the first report about the genome-wide DNA methylation profiles in mulberry. Previous reports showed that DNA methylation is not randomly distributed in genomes. In plants, the gene body regions are often highly methylated, while the transcriptional start sites (TSS) and transcriptional termination sites (TTS) mostly lack DNA methylation. Moreover, many intergenic regions also show hypermethylation; on the contrary, most promoter regions are hypomethylated (Zhang et al., <xref ref-type="bibr" rid="B45">2006</xref>). The results presented here showed that DNA methylation is enriched in intergenic and gene body regions, whereas the promoter regions are also hypomethylated in mulberry genomes. In addition, it was also observed that the methylation level in exons was higher than that in introns and CCGG methylation sites (<xref ref-type="fig" rid="F4">Figure 4</xref>). These results indicated that DNA methylation profiles of mulberry are analogous to those of other plants, and the methylation patterns among different plant species may be conservative. It is widely accepted that DNA methylation is a major transcription silencing pathway, which is negatively correlated with gene expression in plants (Zhang et al., <xref ref-type="bibr" rid="B45">2006</xref>). However, it has also been reported that DNA methylation is positively correlated with gene expression (Lou et al., <xref ref-type="bibr" rid="B27">2014</xref>). Analysis of gene expression differences between the healthy and infected leaves indicated that DNA hypermethylation is associated with activation of several genes during phytoplasma infection (<xref ref-type="table" rid="T2">Tables 2</xref>, <xref ref-type="table" rid="T3">3</xref>). Therefore, the mechanism of gene regulation mediated by DNA methylation is very complicated and further study is necessary to elucidate it in detail.</p>
<p>Previous studies have shown that DNA methylation patterns can be changed when plants are infected with pathogens, and it was reported that the DNA methylation levels decreased in Paulownia plantlets infected with phytoplasma (Cao et al., <xref ref-type="bibr" rid="B7">2014</xref>). However, no significant difference in the average DNA methylation level between healthy and phytoplasma-infected mulberry samples was detected (<xref ref-type="fig" rid="F3">Figure 3</xref>). The transcriptome data also indicated that phytoplasma infection did not lead to significant changes in the expression of methyltransferase and demethylase in the infected samples. Although the average DNA methylation level was not changed, the methylation levels of more than 1,253 genes were changed significantly in the infected samples (<xref ref-type="supplementary-material" rid="SM4">Supplementary Tables 4</xref>, <xref ref-type="supplementary-material" rid="SM5">5</xref>). So the methylation levels of certain genes may be dynamically regulated to control plant resistance against phytoplasma infection, but the genome was closely monitored to maintain stability. However, whether there is a link between loci-specific methylation and phytoplasma infection remains to be established.</p>
<p>It has been reported that DNA methylation is associated with gene expression changes in response to phytoplasma infection (Jagoueix-Eveillard et al., <xref ref-type="bibr" rid="B21">2001</xref>; Pracros et al., <xref ref-type="bibr" rid="B32">2006</xref>; Ahmad et al., <xref ref-type="bibr" rid="B1">2012</xref>; Cao et al., <xref ref-type="bibr" rid="B7">2014</xref>; Pagliarani et al., <xref ref-type="bibr" rid="B30">2020</xref>). In this study, 51 DEMGs were identified in the infected leaves. Among these, there were some receptor kinase genes, such as LRR receptor-like serine/threonine-protein kinase, <italic>Mu-GsSRK</italic>, and serine/threonine-protein kinase SAPK2e (<xref ref-type="table" rid="T2">Tables 2</xref>, <xref ref-type="table" rid="T3">3</xref>), which play a central role in signaling during the pathogen recognition in plants (Bouwmeester and Govers, <xref ref-type="bibr" rid="B6">2009</xref>; Wang and Bouwmeester, <xref ref-type="bibr" rid="B42">2017</xref>). By adjusting the methylation levels of these genes, plants can regulate their expression levels to enhance the perception of phytoplasma infection. On the other hand, phytoplasma may change the methylation level of these genes to affect their expression, thus avoiding plant perception (Zhai et al., <xref ref-type="bibr" rid="B44">2010</xref>; Cao et al., <xref ref-type="bibr" rid="B7">2014</xref>). In addition, there were 22 DEMGs involved in metabolic, growth and developmental processes were found in the infected leaves; the changes of these genes may disturb the normal metabolic growth and developmental processes leading to various symptoms. Although these symptoms may hinder the normal growth and development of mulberry plants, they may promote parasite multiplication of phytoplasma in the infected plants. Moreover, among these DEMGs, there were 13 genes associated with stress response (<xref ref-type="table" rid="T2">Tables 2</xref>, <xref ref-type="table" rid="T3">3</xref>). This suggests that mulberry plants can change the expression of some disease resistance genes by altering their methylation status, so as to improve their resistance to phytoplasma. Therefore, our evidence supported that the DNA dynamic methylation levels were associated with expression changes of the genes involved in response to phytoplasma infection. Although there were many genes which were simultaneously methylated and expressed differently in the infected and healthy leaves, there is a wide variety of mechanisms that control gene expression, and DNA methylation may be the reason for the change of gene expression, but the change may be affected by other factors rather than DNA methylation.</p>
</sec>
<sec>
<title>DNA Methylation Plays an Important Role in Regulating <italic>Mu-GsSRK</italic> Gene Expression in Response to Phytoplasma Infection</title>
<p>The lectin receptor-like kinases (LecRLKs) are categorized into three sub-classes: G-, L-, and C-type depending on the features of their N-terminal lectin domains (Vaid et al., <xref ref-type="bibr" rid="B41">2012</xref>), and the Mu-GsSRK protein has some domains conserved in G-type LecRLKs (<xref ref-type="fig" rid="F7">Figure 7B</xref>). So it might have similar biological functions with other G-type LecRLKs. Due to the resemblance of the extracellular domain with the lectin protein, known to bind to fungal and bacterial cell wall components, LecRLKs are hypothesized to predominantly participate in biotic stress tolerance (Wang and Bouwmeester, <xref ref-type="bibr" rid="B42">2017</xref>). There were many G-type LecRLKs that have been found to be associated with the responses to pathogen infections, and some LecRLKs have been reported to confer resistance to a variety of pathogens (Chen et al., <xref ref-type="bibr" rid="B9">2006</xref>; Sanabria et al., <xref ref-type="bibr" rid="B36">2012</xref>; Vaid et al., <xref ref-type="bibr" rid="B40">2013</xref>; Ranf et al., <xref ref-type="bibr" rid="B34">2015</xref>). However, to the best of our knowledge, the current study is the first to report that G-type LecRLK genes are associated with the response to phytoplasma infection.</p>
<p>It was reported that some members of the LecRLK family are located on the plasma membrane and can sense signals arising from different biotic stress conditions and transmit the stress signal to the nucleus (Vaid et al., <xref ref-type="bibr" rid="B40">2013</xref>). So some LecRLK family genes were proposed to play a role in mediating and strengthening the cell wall&#x02013;plasma membrane (CW&#x02013;PM) links and continuum which is essential for defense against pathogens (Andr&#x000E9; et al., <xref ref-type="bibr" rid="B2">2005</xref>; Bouwmeester et al., <xref ref-type="bibr" rid="B5">2011</xref>; Singh et al., <xref ref-type="bibr" rid="B37">2012</xref>; Ranf et al., <xref ref-type="bibr" rid="B34">2015</xref>). Our results showed that the Mu-GsSRK protein is localized on the plasma membrane (<xref ref-type="fig" rid="F8">Figure 8C</xref>), and it can significantly increase the expressions of disease resistance-related genes upon pathogenic infection (<xref ref-type="fig" rid="F11">Figure 11C</xref>) and enhanced resistance to the pathogens (<xref ref-type="fig" rid="F11">Figure 11A</xref>). Moreover, our results showed that the overexpression of <italic>Mu-GsSRK</italic> in the roots not only enhanced the roots but also the resistance of the aboveground parts to phytoplasma (<xref ref-type="fig" rid="F12">Figure 12</xref>). Therefore, the Mu-GsSRK protein may be able to sense the signals arising from phytoplasma infection and transmit the signals to the nucleus and regulate the expressions of disease resistance-related genes, and the signal might be transmitted a long distance and stimulate the immune response of the whole plant.</p>
<p>It was reported that there was an increase in endogenous SA in the phytoplasma-infected plants (Dermastia, <xref ref-type="bibr" rid="B14">2019</xref>). In addition, our results showed that the methylation level of the <italic>Mu-GsSRK</italic> gene was reduced significantly in the leaves treated with SA (<xref ref-type="fig" rid="F10">Figure 10B</xref>). Therefore, the endogenous SA may be increased in the phytoplasma-infected mulberry leaves, which may reduce the methylation level and enhance the expression of <italic>Mu-GsSRK</italic>. Moreover, our results showed that the activity of the <italic>Mu-GsSRK</italic> promoter was induced by SA (<xref ref-type="fig" rid="F9">Figure 9C</xref>). So, the activities of the <italic>Mu-GsSRK</italic> promoter may be induced by the increase of endogenous SA caused by phytoplasma infection and enhance the expression of the <italic>Mu-GsSRK</italic> gene. In response to phytoplasma infection, SA may be an important factor in the regulation of methylation and the expression level of <italic>Mu-GsSRK</italic> in mulberry; further study is required to elucidate the precise mechanism behind this process.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusion</title>
<p>In conclusion, a large number of genes with different methylation and expression levels were identified, which laid a foundation for further study on the regulation mechanism of gene expression during the response to phytoplasma infection in mulberry. Our results proved that phytoplasma infection induced changes both in the methylation and expression of <italic>Mu-GsSRK</italic> gene which positively regulates the resistance of plant disease. The information provided here is particularly useful to better understand the interactions between mulberry and phytoplasma.</p>
</sec>
<sec sec-type="data-availability-statement" id="s6">
<title>Data Availability Statement</title>
<p>The datasets generated for this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found at: <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJNA718973">PRJNA718973</ext-link> (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/sra/PRJNA718973">https://www.ncbi.nlm.nih.gov/sra/PRJNA718973</ext-link>).</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>XJ conceived and designed the experiments. CL, XD, YX, YW, and QD performed the experiments and analyzed the data. YG wrote the manuscript. All authors read and approved the final manuscript.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s8">
<title>Publisher&#x00027;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec sec-type="supplementary-material" id="s9">
<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.2021.697702/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2021.697702/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOC" id="SM1" mimetype="application/msword" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 1</label>
<caption><p>The primers used for gene cloning.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table_2.DOC" id="SM2" mimetype="application/msword" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 2</label>
<caption><p>The primers used for qRT-PCR and semi-quantitative PCR.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table_3.XLS" id="SM3" mimetype="application/vnd.ms-excel" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 3</label>
<caption><p>Differentially expressed genes (DEGs) between the healthy and infected mulberry leaves.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table_4.XLS" id="SM4" mimetype="application/vnd.ms-excel" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 4</label>
<caption><p>Differentially methylated genes (DMGs) in CCGG sites between the healthy and infected mulberry leaves.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table_5.XLS" id="SM5" mimetype="application/vnd.ms-excel" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 5</label>
<caption><p>Differentially methylated genes (DMGs) in CCWGG sites between the healthy and infected mulberry leaves.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table_6.DOCX" id="SM6" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 6</label>
<caption><p>Differentially methylated levels in CCGG sites in the gene regions of differentially methylated and expressed genes in the healthy and infected mulberry leaves.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table_7.DOCX" id="SM7" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 7</label>
<caption><p>Differentially methylated levels in CCWGG sites in the gene regions of differential methylated and expressed genes in the healthy and infected mulberry leaves.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Image_1.JPEG" id="SM8" mimetype="image/jpeg" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Figure 1</label>
<caption><p>Regeneration of transgenic <italic>Mu-GsSRK</italic> hairy roots in mulberry seedling. <bold>(A)</bold> The hairy root phenotype of mulberry seedling. The arrow points to the hairy root. <bold>(B)</bold> Quantitative analysis of the expression levels of the <italic>Mu-GsSRK</italic> genes in the transgenic hairy roots. The relative expression levels of the genes were evaluated using the 2<sup>&#x02212;&#x00394;&#x00394;Ct</sup> method with the <italic>Mul-actin</italic> and <italic>Mul-EF1-</italic>&#x003B1; as reference genes. Data represent the mean values of triplicate samples &#x000B1; SD. Asterisk indicates significant difference at <italic>P</italic> &#x0003C; 0.05 between WT and OE plants according to Student&#x00027;s <italic>t</italic>-test. WT, wild type plants; CK, the transgenic empty vector hairy roots; OE, the transgenic <italic>Mu-GsSRK</italic> hairy roots.</p></caption>
</supplementary-material>
</sec>
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<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This work was supported by the National Key R&#x00026;D Program of China (2018YFD1000602), the National Natural Science Foundation of China (31670600), the Natural Science Foundation of Shandong Province (ZR2019MC017), and the Modern Agricultural Technology System of Shandong Province (No. SDAIT-18-04).</p>
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