<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<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.2024.1366515</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>Combined miRNA and mRNA sequencing reveals the defensive strategies of resistant YHY15 rice against differentially virulent brown planthoppers</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yu</surname>
<given-names>Bin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/527180"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Geng</surname>
<given-names>Mengjia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2629418"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xue</surname>
<given-names>Yu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yu</surname>
<given-names>Qingqing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lu</surname>
<given-names>Bojie</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Miao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shao</surname>
<given-names>Yuhan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Chenxi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Jingang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2577802"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Jintao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hu</surname>
<given-names>Wei</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/434708"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tang</surname>
<given-names>Hengmin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2555948"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Peng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2578019"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Qingsong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2568632"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jing</surname>
<given-names>Shengli</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2028476"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Life Sciences, Xinyang Normal University</institution>, <addr-line>Xinyang</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Hubei Provincial Key Laboratory for Protection and Application of Special Plant Germplasm in Wuling Area of China, College of Life Sciences, South-Central Minzu University</institution>, <addr-line>Wuhan</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Guangdong Provincial Key Laboratory of New Technology in Rice Breeding, Rice Research Institute, Guangdong Academy of Agricultural Sciences</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, State Key Laboratory of Crop Stress Adaptation and Improvement, Key Laboratory of Plant Stress Biology, School of Life Sciences, Henan University</institution>, <addr-line>Kaifeng</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Lida Zhang, Shanghai Jiao Tong University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Zhenying Shi, Chinese Academy of Sciences (CAS), China</p>
<p>Zhaohai Wang, Jiangxi Agricultural University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Qingsong Liu, <email xlink:href="mailto:qingsongliu@henu.edu.cn">qingsongliu@henu.edu.cn</email>; Shengli Jing, <email xlink:href="mailto:shljing@xynu.edu.cn">shljing@xynu.edu.cn</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>03</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1366515</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>02</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Yu, Geng, Xue, Yu, Lu, Liu, Shao, Li, Xu, Li, Hu, Tang, Li, Liu and Jing</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Yu, Geng, Xue, Yu, Lu, Liu, Shao, Li, Xu, Li, Hu, Tang, Li, Liu and Jing</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>The brown planthopper (BPH) poses a significant threat to rice production in Asia. The use of resistant rice varieties has been effective in managing this pest. However, the adaptability of BPH to resistant rice varieties has led to the emergence of virulent populations, such as biotype Y BPH. YHY15 rice, which carries the BPH resistance gene <italic>Bph15</italic>, exhibits notable resistance to biotype 1 BPH but is susceptible to biotype Y BPH. Limited information exists regarding how resistant rice plants defend against BPH populations with varying levels of virulence.</p>
</sec>
<sec>
<title>Methods</title>
<p>In this study, we integrated miRNA and mRNA expression profiling analyses to study the differential responses of YHY15 rice to both avirulent (biotype 1) and virulent (biotype Y) BPH.</p>
</sec>
<sec>
<title>Results</title>
<p>YHY15 rice demonstrated a rapid response to biotype Y BPH infestation, with significant transcriptional changes occurring within 6 hours. The biotype Y-responsive genes were notably enriched in photosynthetic processes. Accordingly, biotype Y BPH infestation induced more intense transcriptional responses, affecting miRNA expression, defenserelated metabolic pathways, phytohormone signaling, and multiple transcription factors. Additionally, callose deposition was enhanced in biotype Y BPH-infested rice seedlings.</p>
</sec>
<sec>
<title>Discussion</title>
<p>These findings provide comprehensive insights into the defense mechanisms of resistant rice plants against virulent BPH, and may potentially guide the development of insect-resistant rice varieties.</p>
</sec>
</abstract>
<kwd-group>
<kwd>rice</kwd>
<kwd>
<italic>Bph15</italic>
</kwd>
<kwd>brown planthopper</kwd>
<kwd>virulent populations</kwd>
<kwd>resistance mechanism</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="97"/>
<page-count count="20"/>
<word-count count="9940"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Bioinformatics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Rice (<italic>Oryza sativa</italic> L.) was domesticated approximately 10,000 years ago in the lower Yangtze Valley in China. From there, it spreads across Asia, Africa, Europe, and the Americas, and now serves as a staple crop for more than half of the world&#x2019;s population (<xref ref-type="bibr" rid="B7">Cheng et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B19">Gutaker et&#xa0;al., 2020</xref>). However, rice production suffers from numerous pests and pathogens. Among them, the brown planthopper (BPH; <italic>Nilaparvata lugens</italic> St&#xe5;l) is considered extremely destructive (<xref ref-type="bibr" rid="B5">Bottrell and Schoenly, 2012</xref>; <xref ref-type="bibr" rid="B7">Cheng et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B30">Jing et&#xa0;al., 2017</xref>). BPH feeds on phloem sap and causes dwarfing, wilting, browning, drying, and ultimately death in severe cases (<xref ref-type="bibr" rid="B79">Wang et&#xa0;al., 2008</xref>). In addition, BPH serves as a vector for viral diseases, resulting in significant yield shortfalls and economic losses (<xref ref-type="bibr" rid="B7">Cheng et&#xa0;al., 2013</xref>).</p>
<p>Over the course of an evolutionary arms race between these two species, rice has developed sophisticated defensive mechanisms against BPH (<xref ref-type="bibr" rid="B7">Cheng et&#xa0;al., 2013</xref>), including both basic defenses and resistance (R) gene-mediated defenses. To date, approximately 40 major BPH resistance genes have been identified in cultivated and wild rice species (<xref ref-type="bibr" rid="B78">Wang et&#xa0;al., 2023</xref>). Molecular cloning and functional characterization of BPH resistance genes have clarified the molecular mechanisms of rice resistance to BPH (<xref ref-type="bibr" rid="B96">Zheng et&#xa0;al., 2021</xref>). One mechanism involves the occlusion of sieve tubes with callose, which is a common plant defense against sap-sucking insects. This mechanism is the most effective in rice varieties carrying BPH resistance genes such as B5 (carrying <italic>Bph14</italic> and <italic>Bph15</italic>), RI35 (carrying <italic>Bph14</italic>), and YHY15 (carrying <italic>Bph15</italic>) (<xref ref-type="bibr" rid="B21">Hao et&#xa0;al., 2008</xref>). In susceptible varieties such as Taichung Native1 (TN1), &#x3b2;-1,3-glucanases (which are only weakly induced in resistant plants) decompose the deposited callose and thereby facilitate continuous feeding by BPH (<xref ref-type="bibr" rid="B21">Hao et&#xa0;al., 2008</xref>). <italic>Bph14</italic> encodes a typical CC-NB-LRR protein which interacts with the transcription factors (TFs) OsWRKY46 and OsWRKY72 to increase the expression of the receptor-like cytoplasmic kinase gene <italic>RLCK281</italic> and the callose synthase gene by binding to their promoters (<xref ref-type="bibr" rid="B12">Du et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B24">Hu et&#xa0;al., 2017</xref>). <italic>Bph15</italic> is located on the short arm of chromosome 4 and is composed of a gene cluster encoding three plant lectin receptor-like kinase proteins (LecRLKs) (<xref ref-type="bibr" rid="B83">Yang et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B51">Lv et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B81">Xiao et&#xa0;al., 2016</xref>). However, the precise mechanism by which <italic>Bph15</italic> confers resistance to BPH is unknown.</p>
<p>Phytohormones are thought to play pivotal roles in the interaction of rice plants and BPH herbivory, including salicylic acid (SA), ethylene (ET), jasmonic acid (JA), cytokinin (CK), brassinosteroid (BR), and abscisic acid (ABA). The SA pathway contributes to the immune response against piercing&#x2013;sucking insects and is involved in <italic>Bph6-</italic>, <italic>Bph9-</italic>, <italic>Bph14-</italic>, and <italic>Bph29-</italic>mediated resistance in rice (<xref ref-type="bibr" rid="B12">Du et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B74">Wang et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B92">Zhao et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B24">Hu et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B18">Guo et&#xa0;al., 2018</xref>). Antagonistically, ET negatively regulates BPH resistance in rice (<xref ref-type="bibr" rid="B49">Lu et&#xa0;al., 2011</xref>, <xref ref-type="bibr" rid="B50">2014</xref>; <xref ref-type="bibr" rid="B52">Ma et&#xa0;al., 2020</xref>). However, the role of JA in rice resistance to BPH remains controversial as the silencing of different genes related to JA biosynthesis and signaling results in diverse impacts on BPH resistance. For example, silencing <italic>9-lipoxygenase</italic> (<italic>OsLOX9</italic>/<italic>OsHI-LOX</italic>, a JA biosynthesis-related gene) enhances BPH resistance, suggesting that JA negatively regulates BPH resistance (<xref ref-type="bibr" rid="B97">Zhou et&#xa0;al., 2009</xref>). On the other hand, silencing <italic>coronatine insensitive 1</italic> (<italic>OsCOI1</italic>, a JA receptor gene) has no effect on BPH resistance (<xref ref-type="bibr" rid="B85">Ye et&#xa0;al., 2012</xref>). According to studies in allene oxide cyclase (AOC, a JA biosynthesis-related enzyme)- and Myelocytomatosis protein 2 (MYC2, a bHLH TF in the JA pathway)-knockout mutant rice, JA appears to be a positive regulator of BPH resistance (<xref ref-type="bibr" rid="B82">Xu et&#xa0;al., 2021</xref>). The exogenous application of JA similarly suggests this (<xref ref-type="bibr" rid="B18">Guo et&#xa0;al., 2018</xref>). Recent research also suggests that CK may positively regulate BPH resistance in a JA-dependent manner (<xref ref-type="bibr" rid="B89">Zhang et&#xa0;al., 2022</xref>). Conversely, BR promotes BPH susceptibility by modulating SA and JA signaling (<xref ref-type="bibr" rid="B60">Pan et&#xa0;al., 2018</xref>). ABA enhances BPH resistance by promoting callose formation (<xref ref-type="bibr" rid="B10">Dinh et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B44">Liu et&#xa0;al., 2017</xref>) and synergizes with JA to stimulate the expression of TFs in BPH-infested rice (<xref ref-type="bibr" rid="B34">Li et&#xa0;al., 2022</xref>). Furthermore, a coordinated CK, SA, and JA signaling network has been found to be activated in <italic>Bph6</italic>-near isogenic lines (NILs) (<xref ref-type="bibr" rid="B18">Guo et&#xa0;al., 2018</xref>). Taken together, these findings suggest that the various phytohormones play diverse roles in the BPH defense response, and that there is complex crosstalk between them.</p>
<p>BPH biotypes with increased virulence have emerged in response to pressures imposed by these defense mechanisms, which are capable of overcoming resistance conferred by major resistance genes. Biotype 1 BPH, which exhibits low virulence on resistant rice varieties, is widely distributed across southeast Asia and primarily parasitizes susceptible varieties such as TN1 (<xref ref-type="bibr" rid="B1">Alam &amp; Cohen, 1998</xref>). Rearing biotype 1 BPH on resistant rice variety YHY15 (carrying <italic>Bph15</italic>) for several years resulted in the development of highly-virulent biotype Y BPH, which are able to overcome resistance conferred by <italic>Bph15</italic> (<xref ref-type="bibr" rid="B28">Jing et&#xa0;al., 2011</xref>). Similarly, after force-feeding 40 generations of local BPH using resistant IR56 rice (carrying <italic>Bph3</italic>), the resulting BPH population (IR56-BPH) was able to overcome <italic>Bph3</italic>-conferred resistance (<xref ref-type="bibr" rid="B95">Zheng et&#xa0;al., 2016</xref>). In addition, the Mudgo BPH population has been reported to cause substantial damage to Mudgo rice plants (carrying <italic>Bph1</italic>) (<xref ref-type="bibr" rid="B27">Ji et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B73">Wan et&#xa0;al., 2019</xref>). In response to selective pressures imposed by these resistance genes, BPH populations accumulate adaptations over generations which eventually allow them to overcome such resistance mechanisms. In effect, this process constitutes a loss of resistance in formerly-resistant rice varieties against them. However, the effectiveness of resistance strategies used by different rice varieties against BPH populations with varying levels of virulence requires further investigation. Such combinations of avirulent/virulent BPH and resistant rice provide ideal models for studying resistance adaptation mechanisms.</p>
<p>Just as plants have evolved intricate defense mechanisms to protect themselves against herbivorous insects, insects have in turn developed strategies to overcome plant defenses (<xref ref-type="bibr" rid="B45">Liu Q. et al., 2021</xref>). Interactions between plants and insects involve an array of molecular, biochemical, and physiological processes occurring at multiple levels. Multi-omics analyses integrate genomics, transcriptomics, proteomics, and metabolomics, as well as other &#x201c;omics&#x201d; approaches, in order to clarify the intricate signaling pathways, molecular responses, and biochemical processes involved in the dynamic interplay between plants and insects (<xref ref-type="bibr" rid="B77">Wang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B67">Shi et&#xa0;al., 2023</xref>). Transcriptional profiling has aided our understanding of the defense mechanisms utilized by rice against BPH. For example, research suggests that BPH infestation results in the upregulation of genes involved in signaling, oxidative stress, pathogen-related response, and macromolecule degradation, as well as the downregulation of genes associated with flavonoid biosynthesis, photosynthesis, and cell growth (<xref ref-type="bibr" rid="B91">Zhang et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B86">Yuan et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B79">Wang et&#xa0;al., 2008</xref>). In addition, microarray analyses of BPH-infested Rathu Heenati and TN1 rice underscore the importance of TFs and phytohormones in the defense response (<xref ref-type="bibr" rid="B75">Wang et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B35">Li et&#xa0;al., 2017</xref>).</p>
<p>MicroRNAs (miRNAs) are small (approximately 21 nt in length) regulatory RNAs produced through endonucleolytic processing of hairpin precursors (<xref ref-type="bibr" rid="B2">Axtell and Meyers, 2018</xref>). miRNAs regulate gene expression by binding to complementary sequences in mRNA molecules, resulting in degradation and/or translational inhibition (<xref ref-type="bibr" rid="B4">Bartel, 2009</xref>). In plants, miRNAs are involved in various processes such as phytohormone signaling; abiotic and biotic stress response (<xref ref-type="bibr" rid="B90">Zhang et&#xa0;al., 2013</xref>, <xref ref-type="bibr" rid="B88">2016</xref>; <xref ref-type="bibr" rid="B35">Li et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B58">Natarajan et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B62">Salvador-Guirao et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B87">Zhang et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B46">Liu X. et al., 2021</xref>); and leaf, flower, shoot, root, and vascular tissue development (<xref ref-type="bibr" rid="B54">Marin et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B61">Peng et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B53">Mangrauthia et&#xa0;al., 2017</xref>). However, only a few miRNAs have been found to play roles in the insect-plant interaction (<xref ref-type="bibr" rid="B29">Jing et&#xa0;al., 2023</xref>). For example, in an investigation of resistant and susceptible rice varieties, the BPH-responsive miRNAs miR156 and miR396 were found to negatively regulate BPH resistance by regulating JA and flavonoid biosynthesis, respectively (<xref ref-type="bibr" rid="B80">Wu et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B16">Ge et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B9">Dai et&#xa0;al., 2019</xref>). Studies of BPH-responsive mRNA and miRNA transcriptomes have uncovered certain universal responses of rice to BPH infestation (<xref ref-type="bibr" rid="B35">Li et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B80">Wu et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B57">Nanda et&#xa0;al., 2020</xref>). Additionally, integrated expression profiling of miRNAs and target genes associated with the BPH-rice interaction has been conducted (<xref ref-type="bibr" rid="B70">Tan et&#xa0;al., 2020</xref>). Such combined miRNA and mRNA analyses will be key to unraveling the transcriptional responses of rice to BPH infestation.</p>
<p>In this study, we employed high-throughput sequencing to analyze the mRNA and miRNA expression profiles of YHY15 rice seedlings infested with either biotype 1 BPH (avirulent population) or biotype Y BPH (virulent population). Furthermore, we combined sequence analysis and physiological assays to reveal the underlying resistance mechanisms of rice against BPH. The findings presented in this work will provide a valuable resource for further genome-wide investigations of BPH-responsive genes, as well as studies of <italic>Bph15</italic>-mediated resistance. Moreover, these findings improve our understanding of the intricate interactions between rice and BPH, and may be used in the development of effective BPH management strategies.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Plant and insect materials</title>
<p>In this study, we used two rice varieties (Taichung Native1 [TN1] and YHY15) and two BPH populations (biotype 1 and biotype Y). TN1 is a susceptible rice cultivar, while YHY15 is a recombinant inbred line (RIL) derived from the RI93 &#xd7; TN1 F2 population carrying resistance gene <italic>Bph15</italic> (<xref ref-type="bibr" rid="B83">Yang et&#xa0;al., 2004</xref>). Biotype 1 BPH (avirulent) originated from Wuhan University (China) and are reared on TN1. Biotype Y BPH (virulent) were developed by rearing biotype 1 BPH on YHY15 plants beginning in January 2007 (<xref ref-type="bibr" rid="B28">Jing et&#xa0;al., 2011</xref>). All rice plants were grown from seeds sown in sponges (6 cm diameter, 2 cm height), with 8 rice plants per cup. Rice plants were reared in a controlled-environment incubator maintained at 30 &#xb1; 2 &#xb0;C during daytime hours (16 h, 06:00&#x2013;22:00) and 28 &#xb1; 2 &#xb0;C during nighttime hours (8 h, 22:00&#x2013;06:00). Rice plants were grown for approximately 2-5 weeks following sowing, depending on experimental needs. The BPH populations were reared at Xinyang Normal University (China) under the following conditions: 26 &#xb1; 1 &#xb0;C, 16 h light/8 h dark cycle. Third instar BPH nymphs were used for the infestation experiments.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Evaluation of BPH resistance in rice</title>
<p>At the two-leaf (2-week-old) stage, YHY15 rice plants were infested with third instar biotype 1 or biotype Y BPH nymphs at a rate of 15 nymphs per seedling. The growth status of each plant was photographically recorded daily until all biotype Y-infested seedlings died. Each experiment consisted of three biological replicates.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Measurement of BPH weight gain and honeydew excretion</title>
<p>BPH weight gain and honeydew excretion were measured as described previously (<xref ref-type="bibr" rid="B66">Shi et&#xa0;al., 2021</xref>). Briefly, newly-emerged adult female BPH were weighed using an electronic balance (Mettler Toledo, MS105DU, Switzerland) and subsequently separated into pre-weighed parafilm sachets (2 &#xd7; 2.5 cm) fixed to the leaf sheaths of 4-week-old rice plants. After 48 h, the insects were carefully removed from the sachets, and both the insect and the honeydew in each sachet were separately weighed. Weight gain was calculated by comparing each insect&#x2019;s weight before and after feeding, and the weight gain ratio was calculated by dividing the weight gain by the initial weight. Both the weight gain and honeydew excretion assays were conducted using at least 37 replicates.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>BPH infestation and sample collection</title>
<p>Three-week-old YHY15 rice seedlings were infested with third-instar biotype 1 (RT) and biotype Y (RY) BPH at a rate of 15 nymphs per seedling. Each treatment consisted of three biological replicates, with six seedlings per replicate. For RNA-seq and miRNA-seq analysis, leaf sheaths were collected from non-infested controls (0 h), and during early (6 h) and late (48 h) infestation. According to their time of collection, samples of non-infested rice plants were labeled &#x2018;R0&#x2019;, samples of biotype 1-infested rice plants were labeled as &#x2018;RT6&#x2019; or &#x2018;RT48&#x2019;, and samples of biotype Y-infested rice plants were labeled as &#x2018;RY6&#x2019; or &#x2018;RY48&#x2019;. Each sampled leaf sheath blade was excised, frozen in liquid nitrogen, and stored at -80 &#xb0;C for further use.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>mRNA transcriptome sequencing and analysis</title>
<sec id="s2_5_1">
<label>2.5.1</label>
<title>RNA extraction, quantification, and qualification</title>
<p>Total RNA was isolated from rice samples using RNA Trizol reagent (Life Technologies, NY, USA), following the manufacturer&#x2019;s instructions. RNA degradation and contamination were evaluated using 1% agarose gels. RNA purity was quantified using a NanoPhotometer spectrophotometer (Implen, CA, USA). RNA integrity was assessed using an RNA Nano 6000 Assay Kit for the Bioanalyzer 2100 system (Agilent Technologies, CA, USA).</p>
</sec>
<sec id="s2_5_2">
<label>2.5.2</label>
<title>Library construction, quality control, and sequencing</title>
<p>RNA libraries were generated using 1 &#xb5;g of RNA per sample and the NEBNext Ultra RNA Library Prep Kit for Illumina. Index codes were incorporated to distinguish between samples. Briefly, mRNA was purified using poly-T oligo-attached magnetic beads, followed by fragmentation using divalent cations. First-strand cDNA synthesis was carried out using random hexamer primers and M-MuLV Reverse Transcriptase. The second strand was synthesized using DNA Polymerase I and RNase H. Overhangs were blunted using exonucleases or polymerases and NEBNext adaptors were ligated following adenylation. The library fragments (250~300 bp) were purified using an AMPure XP system. The USER Enzyme was applied to size-selected, adaptor-ligated cDNA prior to PCR. PCR was carried out using Phusion High-Fidelity DNA polymerase, Universal PCR primers, and Index (X) Primer. The PCR products were purified using an AMPure XP system, and library quality was evaluated using an Agilent Bioanalyzer 2100 system. Index-coded samples were clustered with a cBot Cluster Generation System using a TruSeq PE Cluster Kit v3-cBot-HS (Illumina), according to the manufacturer&#x2019;s instructions. After clustering, the libraries were sequenced on an Illumina NovaSeq platform, generating 150 bp paired-end reads.</p>
</sec>
<sec id="s2_5_3">
<label>2.5.3</label>
<title>Data analysis</title>
<p>Raw data (fastq format) were first processed using in-house perl scripts. In this step, low-quality reads, adapter sequences, and poly-Ns were removed. Subsequently, the Q20, Q30, and GC content of the clean reads were calculated. All downstream analyses utilized only clean, high-quality data. Next, the reference genome and gene model annotation files were downloaded. An index of the reference genome was constructed, and clean paired-end reads were aligned to the reference genome, using Hisat2 (v2.0.5). The mapped reads from each sample were assembled with StringTie (v1.3.3b) using a reference-based approach. featureCounts (v1.5.0-p3) was used to count the number of reads mapped to each gene. The Transcripts Per Kilobase Million (TPM) of each gene was quantified based on the gene length and the number of reads mapped to the gene. Differentially expressed genes (DEGs) were identified using the R (v1.16.1) package DESeq2, with three biological replicates per treatment, according to the following criteria: <italic>P</italic>-value &lt; 0.05, false discovery rate (FDR) &lt; 5, and absolute value of log<sub>2</sub> fold change (FC) &#x2265; 1. The DEGs underwent additional screening through soft clustering using the Mfuzz package, employing a fuzzy c-means algorithm, as previously reported (<xref ref-type="bibr" rid="B32">Kumar and Futschik, 2007</xref>). DEGs exhibiting similar expression patterns were categorized into 20 clusters, and the genes within these clusters were subjected to Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. GO annotations were downloaded from NCBI (<ext-link ext-link-type="uri" xlink:href="http://www.ncbi.nlm.nih.gov/">http://www.ncbi.nlm.nih.gov/</ext-link>) and GO (<ext-link ext-link-type="uri" xlink:href="http://www.geneontology.org/">http://www.geneontology.org/</ext-link>). The KEGG database was used to identify BPH-responsive pathways. Fisher&#x2019;s exact tests were applied to identify significant GO and KEGG categories according to the absolute values of <italic>P</italic> &lt; 0.05 and FDR &lt; 0.05.</p>
</sec>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>miRNA transcriptome sequencing and analysis</title>
<sec id="s2_6_1">
<label>2.6.1</label>
<title>RNA extraction, quantification, and qualification</title>
<p>RNA extraction, quantification, and qualification were conducted as described in section 2.5.1.</p>
</sec>
<sec id="s2_6_2">
<label>2.6.2</label>
<title>Library construction, quality control, and sequencing</title>
<p>Briefly, 3&#x2019; and 5&#x2019; adaptors were ligated to the 3&#x2019; and 5&#x2019; ends of small RNAs, respectively. Next, first strand cDNA was synthesized after hybridization with the reverse transcription primer. The double-stranded cDNA library was generated through PCR enrichment. After purification and size selection, libraries with 18~40 bp insertions were selected for Illumina sequencing with SE50. The library was quantified with Qubit and real-time PCR and the library size distribution was evaluated with a Bioanalyzer. Quantified libraries were pooled and sequenced on an Illumina platform, according to the effective library concentration and amount of data required.</p>
</sec>
<sec id="s2_6_3">
<label>2.6.3</label>
<title>Data analysis</title>
<p>Raw data (fastq format) were first processed using in-house perl and python scripts. In this step, low-quality reads; reads containing poly-Ns, 5&#x2019; adapter sequences, or poly-As/Ts/Gs/Cs; and reads missing 3&#x2019; adapter sequences or insert tags were removed. Subsequently, the Q20, Q30, and GC content of the clean reads were calculated. All downstream analyses utilized only clean, high-quality data. Small RNA tags were mapped to the reference sequence using Bowtie (<xref ref-type="bibr" rid="B33">Langmead et&#xa0;al., 2009</xref>), either without mismatches or with only one mismatch, to analyze their expression and distribution. Mapped small RNA tags were used to identify known miRNAs, with miRBase (v22.0) used as a reference. miRNAs were identified using a modified version of mirdeep2 (<xref ref-type="bibr" rid="B14">Friedlander et&#xa0;al., 2012</xref>) and srna-tools-cli was used to draw the secondary structures. Custom scripts were used to obtain miRNA counts as well as to determine base bias at the first position of identified miRNAs of a certain length and at each position of all identified miRNAs. To remove tags originating from protein-coding genes, repeat sequences, rRNA, tRNA, snRNA, and snoRNA, small RNA tags were mapped to RepeatMasker, the Rfam database, or species-specific data. DEGs were identified using DESeq2. <italic>P</italic>-values were adjusted using the Benjamini &amp; Hochberg method. A corrected <italic>P</italic>-value of 0.05 was selected as the threshold for determining significantly differential expression.</p>
</sec>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Analysis of transcriptional signatures of phytohormone responses</title>
<p>To identify the transcriptional signatures of BPH-responsive phytohormone responses, Hormonometer was used to compare gene expression in rice with gene expression in phytohormone-treated <italic>Arabidopsis thaliana</italic> (<xref ref-type="bibr" rid="B72">Volodarsky et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B48">Liu et&#xa0;al., 2016</xref>). Specifically, only orthologous genes detected in the RNA-seq analysis which were related to the <italic>Arabidopsis thaliana</italic> probe set identifiers were selected for further analyses.</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>qRT&#x2013;PCR validation of DEGs</title>
<p>First-strand cDNA was synthesized using a PrimeScript RT Reagent Kit with gDNA Eraser (Takara, Japan), according to the manufacturer&#x2019;s instructions. qRT-PCR assays of candidate genes were conducted using a PrimeScript&#x2122; RT reagent Kit with gDNA Eraser (Perfect Real Time) (Takara, RR047A, China). qRT-PCR was carried out on a CFX96 Real-Time System (Bio-Rad, CA, USA) according to the following protocol: 95 &#xb0;C for 5 min, followed by 40 cycles at 95 &#xb0;C for 5 s, 60 &#xb0;C for 30 s, and 72 &#xb0;C for 30 s. Relative gene expression was calculated with the 2&#x2212;11Ct method, using <italic>PP2A</italic> as the reference gene. All primer sequences are listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>.</p>
</sec>
<sec id="s2_9">
<label>2.9</label>
<title>Callose staining and evaluation</title>
<p>Callose staining and evaluation were performed as described in a previous study (<xref ref-type="bibr" rid="B24">Hu et&#xa0;al., 2017</xref>). Briefly, fresh sheaths collected from two-leaf stage rice seedlings infested with either biotype 1 or Y BPH for 48 h were fixed in an ethanol:acetic acid (3:1 v/v) solution for 5 h. The fixative was changed frequently to ensure thorough fixing and clearing. The samples were then rehydrated successively in 70% ethanol for 2 h, in 50% ethanol for 2 h, and in water overnight. After rinsing three times with water, the samples were treated with 10% NaOH for 1 h to make the tissues transparent. After rinsing four times with water, the samples were incubated in 150 mM K<sub>2</sub>HPO<sub>4</sub> (pH 9.5) containing 0.01% aniline blue for 4 h. Finally, the samples were mounted on a slide and callose deposits were observed with a positive fluorescence microscope (Nikon, Eclipse 80i, Japan) under the UV channel.</p>
</sec>
<sec id="s2_10">
<label>2.10</label>
<title>Statistical analysis</title>
<p>Statistical analyses were conducted using R (v4.0.4) and SPSS (v22.0) (IBM SPSS, Somers, NY, USA). Two-sided Student&#x2019;s <italic>t</italic>-tests were used to determine statistically significant differences between groups. All bioinformatics analyses were conducted using R packages.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>YHY15 exhibits differential resistance to biotype 1 and biotype Y BPH</title>
<p>YHY15 rice, which contains the BPH resistance gene <italic>Bph15</italic>, exhibits robust resistance against avirulent BPH biotypes (i.e., biotype 1) (<xref ref-type="bibr" rid="B83">Yang et&#xa0;al., 2004</xref>). In this study, YHY15 seedlings were subjected to infestation by either biotype 1 or biotype Y BPH. The results suggest that YHY15 exhibited distinct responses under the two infestation scenarios. In response to infestation with biotype Y BPH, YHY15 seedlings exhibited signs of withering at 4 days and eventually wilted completely by 7 days. In contrast, seedlings infested with biotype 1 BPH remained healthy and continued to grow vigorously (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). To evaluate the ability of YHY15 rice to affect the biology of BPH insects, we measured the weight gain and amount of honeydew produced by the two BPH populations. As expected, biotype Y exhibited a significantly higher weight gain ratio (mean = 41.4%) than biotype 1 (mean = &#x2212;2.2%) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). In addition, biotype Y produced significantly more honeydew (mean = 16.49 mg) than biotype 1 (mean = 0.57 mg) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). These findings indicate that YHY15 rice plants are highly resistant to biotype 1 BPH but are susceptible to biotype Y BPH, as previously reported (<xref ref-type="bibr" rid="B83">Yang et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B28">Jing et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B17">Guan et&#xa0;al., 2022</xref>). Overall, these results provide strong evidence for the contrasting responses of YHY15 rice to BPH with different levels of virulence, and highlight the efficacy of the <italic>Bph15</italic> gene in conferring resistance against specific BPH strains.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Resistance of YHY15 rice plants against biotype 1 and biotype Y BPH. <bold>(A)</bold> YHY15 seedlings infested with biotype 1 or biotype Y BPH. DAI, days after infestation. Scale bar = 5 cm. <bold>(B)</bold> BPH weight gain ratio on YHY15 seedlings. <bold>(C)</bold> BPH honeydew excretion on YHY15 seedlings. Data are shown as means&#x2009;&#xb1;&#x2009;SD of 38 biological replicates in <bold>(B)</bold> and <bold>(C)</bold>. Biotype 1, biotype 1 BPH-infested YHY15 seedlings; Biotype Y, biotype Y BPH-infested YHY15 seedlings. Asterisks indicate statistically significant differences between YY and TY (two-tailed Student&#x2019;s <italic>t</italic>-test, **<italic>P</italic>&#x2009;&lt;&#x2009;0.01).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1366515-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Overview of the miRNA- and RNA-seq results</title>
<p>To better understand the mechanisms underlying the differential resistance displayed by YHY15 rice to virulent and avirulent BPH, we performed RNA and miRNA sequencing analyses using leaf sheaths from YHY15 seedlings infested with either biotype 1 (RT) or Y (RY) BPH for either 6 (RT6, RY6) or 48 h (RT48, RY48). Un-infested rice plants were used as controls and named as R0. After constructing and sequencing the mRNA/miRNA libraries, high-quality raw sequence reads were normalized and subjected to further analysis.</p>
<p>Out of the 738 identified miRNAs, miR396, miR167, miR166, miR162, miR159, miR156, miR820, miR408, miR1425, miR1862, miR444, and miR827 exhibited the highest relative abundance (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). Principal component analysis (PCA) of the miRNA-seq data revealed significant variation between the R0 group and the RY6 or RY48 group, indicating that biotype Y BPH infestation led to distinct fluctuations in the miRNA profiles (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Among the 50 differentially expressed miRNAs (DEMs) detected in R0 <italic>vs</italic> RY6, 13 were upregulated and 37 were downregulated (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>). As infection progressed, more DEMs (64) were identified in R0 <italic>vs</italic> RY48, 16 of which were upregulated and 48 were downregulated (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>). In total, 38 DEMs were shared between R0 <italic>vs</italic> RY6 and R0 <italic>vs</italic> RY48, with 12 unique DEMs detected at the earlier time point and 26 at the later time point (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). These results suggest that many more miRNAs are involved in the interaction between YHY15 and biotype Y BPH than in the interaction between YHY15 and biotype 1 BPH. Among these, miR156, miR5076, miR1856, miR398, miR5072, miR5079, miR408, miR2873, and miR169 exhibited significant variation in amplitude (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Many of these miRNAs have been reported to play specific roles in plant developmental processes and biotic and abiotic stress responses (<xref ref-type="bibr" rid="B65">Sharma et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B94">Zhao et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B43">Lin et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B47">Liu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B42">Liebsch and Palatnik, 2020</xref>; <xref ref-type="bibr" rid="B36">Li et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B46">Liu X. et al., 2021</xref>; <xref ref-type="bibr" rid="B15">Gao et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B59">Pachamuthu and Hari Sundar, 2022</xref>; <xref ref-type="bibr" rid="B93">Zhao et&#xa0;al., 2022</xref>). Their high abundance and variable expression patterns suggest that they may contribute to BPH resistance in YHY15 seedlings, and therefore subsequent analyses were conducted on these miRNAs.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Overview of miRNA-seq and RNA-seq results. <bold>(A)</bold> Principal component analysis (PCA) of miRNA-seq data from five comparisons. <bold>(B)</bold> Number of miRNAs up- or downregulated in all comparisons (&#x2223;log<sub>2</sub> fold change&#x2223; &gt; 1, <italic>P</italic> &lt; 0.05). <bold>(C)</bold> Venn diagrams of differentially expressed miRNAs in all comparisons. <bold>(D)</bold> PCA of RNA-seq data from five comparisons. <bold>(E)</bold> Number of mRNAs up- or downregulated in all comparisons (|log<sub>2</sub> fold change| &gt; 1, <italic>P</italic> &lt; 0.05). <bold>(F)</bold> Venn diagrams of differentially expressed mRNAs in all comparisons. There are four comparisons: RT6/R0, RT48/R0, RY6/R0, RY48/R0. R0, uninfected controls; RT6, YHY15 seedlings infested with biotype 1 BPH for 6 h; RT48, YHY15 seedlings infested with biotype 1 BPH for 48 h; RY6, YHY15 seedlings infested with biotype Y BPH for 6 h; RY48, YHY15 seedlings infested with biotype Y BPH for 48 h.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1366515-g002.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Candidate BPH resistance-related DEMs.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="left">osa-miRNA</th>
<th valign="top" colspan="2" align="center">Fold change (log<sub>2</sub>)</th>
<th valign="top" rowspan="2" align="center">Target genes</th>
</tr>
<tr>
<th valign="top" align="center">RY6/R0</th>
<th valign="top" align="center">RY48/R0</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">miR11342-3p</td>
<td valign="top" align="center">1.22</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">LOC107277366; LOC107278339; LOC9270471; LOC4347355; LOC4327594</td>
</tr>
<tr>
<td valign="top" align="left">miR1320-3p</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-4.28</td>
<td valign="top" align="left">LOC4341008; LOC4341009; LOC9272503; LOC107276137; LOC112937314</td>
</tr>
<tr>
<td valign="top" align="left">miR1423-3p</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1.18</td>
<td valign="top" align="left">LOC4334792; LOC4334793; LOC4352758; LOC4352759; LOC112936210</td>
</tr>
<tr>
<td valign="top" align="left">miR1425-3p</td>
<td valign="top" align="center">1.71</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">LOC107277584; LOC4347752; LOC4347753; LOC9267694; LOC9267104</td>
</tr>
<tr>
<td valign="top" align="left">miR1432-5p</td>
<td valign="top" align="center">-1.59</td>
<td valign="top" align="center">-1.28</td>
<td valign="top" align="left">LOC4331372; LOC9270922; LOC107281270; LOC112939644; LOC9269030</td>
</tr>
<tr>
<td valign="top" align="left">miR156a</td>
<td valign="top" align="center">-1.28</td>
<td valign="top" align="center">-1.56</td>
<td valign="top" align="left">LOC4338174; LOC4333935; LOC4333937; LOC4328870; LOC4332289</td>
</tr>
<tr>
<td valign="top" align="left">miR156b-5p</td>
<td valign="top" align="center">-1.28</td>
<td valign="top" align="center">-1.56</td>
<td valign="top" align="left">LOC4338174; LOC4333935; LOC4333937; LOC4328870; LOC4332289</td>
</tr>
<tr>
<td valign="top" align="left">miR156c-3p</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-4.39</td>
<td valign="top" align="left">LOC4335110; LOC4335111; LOC9268400; LOC107278252; LOC107279186</td>
</tr>
<tr>
<td valign="top" align="left">miR156c-5p</td>
<td valign="top" align="center">-1.28</td>
<td valign="top" align="center">-1.56</td>
<td valign="top" align="left">LOC4338174; LOC4333935; LOC4333937; LOC4328870; LOC4332289</td>
</tr>
<tr>
<td valign="top" align="left">miR156d</td>
<td valign="top" align="center">-1.02</td>
<td valign="top" align="center">-1.08</td>
<td valign="top" align="left">LOC4338174; LOC4333935; LOC4333937; LOC4328870; LOC4332289</td>
</tr>
<tr>
<td valign="top" align="left">miR156e</td>
<td valign="top" align="center">-1.28</td>
<td valign="top" align="center">-1.56</td>
<td valign="top" align="left">LOC4338174; LOC4333935; LOC4333937; LOC4328870; LOC4332289</td>
</tr>
<tr>
<td valign="top" align="left">miR156f-3p</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-3.36</td>
<td valign="top" align="left">LOC9269030; LOC4348312; LOC4332049; LOC9269785; LOC4335110</td>
</tr>
<tr>
<td valign="top" align="left">miR156f-5p</td>
<td valign="top" align="center">-1.02</td>
<td valign="top" align="center">-1.08</td>
<td valign="top" align="left">LOC4338174; LOC4333935; LOC4333937; LOC4328870; LOC4332289</td>
</tr>
<tr>
<td valign="top" align="left">miR156g-3p</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-4.39</td>
<td valign="top" align="left">LOC4335110; LOC4335111; LOC9268400; LOC107278252; LOC107279186</td>
</tr>
<tr>
<td valign="top" align="left">miR156g-5p</td>
<td valign="top" align="center">-1.28</td>
<td valign="top" align="center">-1.56</td>
<td valign="top" align="left">LOC4338174; LOC4333935; LOC4333937; LOC4328870; LOC4332289</td>
</tr>
<tr>
<td valign="top" align="left">miR156h-3p</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-3.36</td>
<td valign="top" align="left">LOC9269030; LOC4348312; LOC4332049; LOC9269785; LOC4335110</td>
</tr>
<tr>
<td valign="top" align="left">miR156h-5p</td>
<td valign="top" align="center">-1.02</td>
<td valign="top" align="center">-1.08</td>
<td valign="top" align="left">LOC4338174; LOC4333935; LOC4333937; LOC4328870; LOC4332289</td>
</tr>
<tr>
<td valign="top" align="left">miR156i</td>
<td valign="top" align="center">-1.28</td>
<td valign="top" align="center">-1.56</td>
<td valign="top" align="left">LOC4338174; LOC4333935; LOC4333937; LOC4328870; LOC4332289</td>
</tr>
<tr>
<td valign="top" align="left">miR156j-5p</td>
<td valign="top" align="center">-1.02</td>
<td valign="top" align="center">-1.08</td>
<td valign="top" align="left">LOC4338174; LOC4333935; LOC4333937; LOC4328870; LOC4332289</td>
</tr>
<tr>
<td valign="top" align="left">miR156k</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-2.01</td>
<td valign="top" align="left">LOC4331703; LOC4338174; LOC4335101; LOC107276848; LOC4341195</td>
</tr>
<tr>
<td valign="top" align="left">miR156l-3p</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-3.36</td>
<td valign="top" align="left">LOC9269030; LOC4348312; LOC4332049; LOC9269785; LOC4335110</td>
</tr>
<tr>
<td valign="top" align="left">miR166a-5p</td>
<td valign="top" align="center">1.53</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">LOC4326513; LOC107277945; LOC107277317; LOC4347823; LOC4343486</td>
</tr>
<tr>
<td valign="top" align="left">miR166c-5p</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-1.13</td>
<td valign="top" align="left">LOC4347823; LOC107277945; LOC4326513; LOC112939883; LOC4343038</td>
</tr>
<tr>
<td valign="top" align="left">miR166d-5p</td>
<td valign="top" align="center">-1.47</td>
<td valign="top" align="center">-1.97</td>
<td valign="top" align="left">LOC4326513; LOC4343486; LOC9266571; LOC9268304; LOC4338511</td>
</tr>
<tr>
<td valign="top" align="left">miR166e-5p</td>
<td valign="top" align="center">1.94</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">LOC4326513; LOC107277945; LOC107277317; LOC4347823; LOC4343486</td>
</tr>
<tr>
<td valign="top" align="left">miR166j-5p</td>
<td valign="top" align="center">-1.75</td>
<td valign="top" align="center">-1.81</td>
<td valign="top" align="left">LOC9269030; LOC107281130; LOC4332497; LOC4325456; LOC4325457</td>
</tr>
<tr>
<td valign="top" align="left">miR166k-3p</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1.18</td>
<td valign="top" align="left">LOC107281270; LOC4343122; LOC4328998; LOC107277945; LOC4326262</td>
</tr>
<tr>
<td valign="top" align="left">miR166l-3p</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1.17</td>
<td valign="top" align="left">LOC107281270; LOC4343122; LOC4328998; LOC107277945; LOC4326262</td>
</tr>
<tr>
<td valign="top" align="left">miR167h-3p</td>
<td valign="top" align="center">-1.85</td>
<td valign="top" align="center">-2.33</td>
<td valign="top" align="left">LOC107278090; LOC107279103; LOC9267730; LOC4348767; LOC112935985</td>
</tr>
<tr>
<td valign="top" align="left">miR169h</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-2.37</td>
<td valign="top" align="left">LOC107277945; LOC107277048; LOC4340902; LOC107277584; LOC4347752</td>
</tr>
<tr>
<td valign="top" align="left">miR169i-3p</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-1.11</td>
<td valign="top" align="left">LOC9269693; LOC4352155; LOC4352156; LOC107277945; LOC112938521</td>
</tr>
<tr>
<td valign="top" align="left">miR169i-5p.1</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-2.37</td>
<td valign="top" align="left">LOC107277945; LOC107277048; LOC4340902; LOC107277584; LOC4347752</td>
</tr>
<tr>
<td valign="top" align="left">miR169j</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-2.37</td>
<td valign="top" align="left">LOC107277945; LOC107277048; LOC4340902; LOC107277584; LOC4347752</td>
</tr>
<tr>
<td valign="top" align="left">miR169k</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-2.37</td>
<td valign="top" align="left">LOC107277945; LOC107277048; LOC4340902; LOC107277584; LOC4347752</td>
</tr>
<tr>
<td valign="top" align="left">miR169l</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-2.37</td>
<td valign="top" align="left">LOC107277945; LOC107277048; LOC4340902; LOC107277584; LOC4347752</td>
</tr>
<tr>
<td valign="top" align="left">miR169r-3p</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-2.40</td>
<td valign="top" align="left">LOC9269030; LOC4330994; LOC4330995; LOC107279587; LOC107277598</td>
</tr>
<tr>
<td valign="top" align="left">miR171a</td>
<td valign="top" align="center">1.40</td>
<td valign="top" align="center">1.45</td>
<td valign="top" align="left">LOC4331702; LOC107276230; LOC107276994; LOC4351951; LOC4349818</td>
</tr>
<tr>
<td valign="top" align="left">miR1851</td>
<td valign="top" align="center">-1.27</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">LOC4342932; LOC9270958; LOC4342934; LOC4335125; LOC4334367</td>
</tr>
<tr>
<td valign="top" align="left">miR1856</td>
<td valign="top" align="center">-3.38</td>
<td valign="top" align="center">-3.56</td>
<td valign="top" align="left">LOC4345309; LOC4345310; LOC4325535; LOC4325537; LOC107275864</td>
</tr>
<tr>
<td valign="top" align="left">miR1861c</td>
<td valign="top" align="center">1.22</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">LOC4331658; LOC112938679; LOC107277945; LOC9267779; LOC4330644</td>
</tr>
<tr>
<td valign="top" align="left">miR1874-3p</td>
<td valign="top" align="center">1.34</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">LOC107277945; LOC4346563; LOC4346564; LOC4350472; LOC107276848</td>
</tr>
<tr>
<td valign="top" align="left">miR2121a</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1.14</td>
<td valign="top" align="left">LOC112937314; LOC9266659; LOC4340263; LOC112938789; LOC107276637</td>
</tr>
<tr>
<td valign="top" align="left">miR2121b</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1.14</td>
<td valign="top" align="left">LOC112937314; LOC9266659; LOC4340263; LOC112938789; LOC107276637</td>
</tr>
<tr>
<td valign="top" align="left">miR2871a-5p</td>
<td valign="top" align="center">-1.33</td>
<td valign="top" align="center">-1.39</td>
<td valign="top" align="left">LOC4331613; LOC4331617; LOC4350261; LOC112936180; LOC4330291</td>
</tr>
<tr>
<td valign="top" align="left">miR2873a</td>
<td valign="top" align="center">-2.05</td>
<td valign="top" align="center">-2.58</td>
<td valign="top" align="left">LOC4326290; LOC107277945; LOC9268610; LOC4347267; LOC9268583</td>
</tr>
<tr>
<td valign="top" align="left">miR319a-3p</td>
<td valign="top" align="center">5.40</td>
<td valign="top" align="center">4.59</td>
<td valign="top" align="left">LOC4347750; LOC107276213; LOC4347751; LOC9271092; LOC4347551</td>
</tr>
<tr>
<td valign="top" align="left">miR319a-3p.2-3p</td>
<td valign="top" align="center">4.05</td>
<td valign="top" align="center">4.58</td>
<td valign="top" align="left">LOC4337861; LOC4337862; LOC4326585; LOC107276637; LOC4335012</td>
</tr>
<tr>
<td valign="top" align="left">miR319b</td>
<td valign="top" align="center">3.88</td>
<td valign="top" align="center">4.42</td>
<td valign="top" align="left">LOC4337861; LOC4337862; LOC4326585; LOC107276637; LOC4335012</td>
</tr>
<tr>
<td valign="top" align="left">miR396a-3p</td>
<td valign="top" align="center">-1.05</td>
<td valign="top" align="center">-1.34</td>
<td valign="top" align="left">LOC4337237; LOC9268610; LOC4331423; LOC4326513; LOC4346184</td>
</tr>
<tr>
<td valign="top" align="left">miR396c-5p</td>
<td valign="top" align="center">1.01</td>
<td valign="top" align="center">1.25</td>
<td valign="top" align="left">LOC112938789; LOC4345308; LOC4331372; LOC9270922; LOC107277366</td>
</tr>
<tr>
<td valign="top" align="left">miR397a</td>
<td valign="top" align="center">-1.69</td>
<td valign="top" align="center">-1.89</td>
<td valign="top" align="left">LOC9267104; LOC4329608; LOC4339828; LOC4326290; LOC107277317</td>
</tr>
<tr>
<td valign="top" align="left">miR397b</td>
<td valign="top" align="center">-1.73</td>
<td valign="top" align="center">-1.66</td>
<td valign="top" align="left">LOC107277945; LOC9270668; LOC107276994; LOC4351951; LOC107277567</td>
</tr>
<tr>
<td valign="top" align="left">miR3980a-5p</td>
<td valign="top" align="center">-1.09</td>
<td valign="top" align="center">-1.24</td>
<td valign="top" align="left">LOC4352509; LOC4337053; LOC4349876; LOC112937650; LOC4352872</td>
</tr>
<tr>
<td valign="top" align="left">miR3980b-5p</td>
<td valign="top" align="center">-1.09</td>
<td valign="top" align="center">-1.24</td>
<td valign="top" align="left">LOC4352509; LOC4337053; LOC4349876; LOC112937650; LOC4352872</td>
</tr>
<tr>
<td valign="top" align="left">miR398a</td>
<td valign="top" align="center">-4.42</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">LOC4331702; LOC4335368; LOC4349919; LOC9268603; LOC4324333</td>
</tr>
<tr>
<td valign="top" align="left">miR398b</td>
<td valign="top" align="center">-2.56</td>
<td valign="top" align="center">-2.33</td>
<td valign="top" align="left">LOC4331702; LOC4335368; LOC4335110; LOC4335111; LOC4349919</td>
</tr>
<tr>
<td valign="top" align="left">miR399i</td>
<td valign="top" align="center">-1.30</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">LOC107277584; LOC4347752; LOC4347753; LOC9267694; LOC4348598</td>
</tr>
<tr>
<td valign="top" align="left">miR408-3p</td>
<td valign="top" align="center">-1.81</td>
<td valign="top" align="center">-1.57</td>
<td valign="top" align="left">LOC107276637; LOC4335125; LOC107277770; LOC9267065; LOC112936987</td>
</tr>
<tr>
<td valign="top" align="left">miR408-5p</td>
<td valign="top" align="center">-2.28</td>
<td valign="top" align="center">-2.45</td>
<td valign="top" align="left">LOC4335589; LOC9272252; LOC4334900; LOC4346674; LOC4329468</td>
</tr>
<tr>
<td valign="top" align="left">miR444a-3p.1</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-1.83</td>
<td valign="top" align="left">LOC107281435; LOC4335110; LOC4335111; LOC9266659; LOC4340263</td>
</tr>
<tr>
<td valign="top" align="left">miR444b.1</td>
<td valign="top" align="center">-1.04</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">LOC9269785; LOC9272338; LOC107277945; LOC107280439; LOC4331618</td>
</tr>
<tr>
<td valign="top" align="left">miR444c.1</td>
<td valign="top" align="center">-1.04</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">LOC9269785; LOC9272338; LOC107277945; LOC107280439; LOC4331618</td>
</tr>
<tr>
<td valign="top" align="left">miR444d.1</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-1.83</td>
<td valign="top" align="left">LOC107281435; LOC4335110; LOC4335111; LOC9266659; LOC4340263</td>
</tr>
<tr>
<td valign="top" align="left">miR5072</td>
<td valign="top" align="center">-2.47</td>
<td valign="top" align="center">-1.86</td>
<td valign="top" align="left">LOC107277317; LOC9266659; LOC4340263; LOC9272689; LOC112936211</td>
</tr>
<tr>
<td valign="top" align="left">miR5076</td>
<td valign="top" align="center">-3.33</td>
<td valign="top" align="center">-2.65</td>
<td valign="top" align="left">LOC107277945; LOC107279298; LOC4350353; LOC107275975; LOC4351913</td>
</tr>
<tr>
<td valign="top" align="left">miR5079a</td>
<td valign="top" align="center">-2.38</td>
<td valign="top" align="center">-2.66</td>
<td valign="top" align="left">LOC9270668; LOC4326380; LOC4347267; LOC107277945; LOC4332858</td>
</tr>
<tr>
<td valign="top" align="left">miR5079b</td>
<td valign="top" align="center">-2.38</td>
<td valign="top" align="center">-2.66</td>
<td valign="top" align="left">LOC9270668; LOC4326380; LOC4347267; LOC107277945; LOC4332858</td>
</tr>
<tr>
<td valign="top" align="left">miR528-5p</td>
<td valign="top" align="center">-1.58</td>
<td valign="top" align="center">-1.31</td>
<td valign="top" align="left">LOC4347809; LOC4335364; LOC107276241; LOC112936210; LOC107279401</td>
</tr>
<tr>
<td valign="top" align="left">miR535-5p</td>
<td valign="top" align="center">-1.06</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">LOC4324213; LOC112937314; LOC107277945; LOC107276994; LOC4351951</td>
</tr>
<tr>
<td valign="top" align="left">miR5505</td>
<td valign="top" align="center">2.48</td>
<td valign="top" align="center">1.77</td>
<td valign="top" align="left">LOC4350473; LOC4352601; LOC4352606; LOC4331386; LOC4338511</td>
</tr>
<tr>
<td valign="top" align="left">miR5801b</td>
<td valign="top" align="center">1.07</td>
<td valign="top" align="center">1.34</td>
<td valign="top" align="left">LOC9266659; LOC4340263; LOC107282017; LOC9268610; LOC112936211</td>
</tr>
<tr>
<td valign="top" align="left">miR5816</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1.41</td>
<td valign="top" align="left">LOC107279289;LOC107275804;LOC107278811;LOC9269030;LOC112937448</td>
</tr>
<tr>
<td valign="top" align="left">miR818b</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1.14</td>
<td valign="top" align="left">LOC4329368; LOC107277317; LOC4335309; LOC4329911; LOC107275634</td>
</tr>
<tr>
<td valign="top" align="left">miR818d</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1.06</td>
<td valign="top" align="left">LOC4329368; LOC107277317; LOC4335309; LOC4329911; LOC107275634</td>
</tr>
<tr>
<td valign="top" align="left">miR818e</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1.14</td>
<td valign="top" align="left">LOC4329368; LOC107277317; LOC4335309; LOC4329911; LOC107275634</td>
</tr>
<tr>
<td valign="top" align="left">miR827</td>
<td valign="top" align="center">-1.06</td>
<td valign="top" align="center">-1.12</td>
<td valign="top" align="left">LOC4345821; LOC4350156; LOC4352108; LOC4335589; LOC9272252</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In comparison, PCA of the RNA-seq data revealed distinct separation among all groups (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>). Through comparison of RNA expression levels across different groups, we identified 1027 and 1154 differential expression analysis (DEGs) in R0 <italic>vs</italic> RT6 and R0 <italic>vs</italic> RT48, respectively. Notably, a larger number of DEGs were observed in R0 <italic>vs</italic> RY6 and R0 <italic>vs</italic> RY48 (6817 and 6273, respectively), suggesting that infestation with biotype Y BPH results in more severe effects than infestation with biotype 1 BPH (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2E</bold>
</xref>). A Venn diagram was used to compare the expression patterns of DEGs in avirulent/virulent BPH-infested rice at the early (6 h) and late (48 h) stages of infestation, and the identified DEGs were subjected to GO and KEGG enrichment analyses (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;5</bold>
</xref>). We identified 730 overlapping DEGs in R0 <italic>vs</italic> RT6 and R0 <italic>vs</italic> RY6 at the early infestation stage, which were enriched in cytochrome P450 (KEGG), protein modification-related biological processes (BP, GO), extracellular region (CC, GO), and monooxygenase activity (MF, GO) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures&#xa0;1A, B</bold>
</xref>). Specifically, genes in R0 <italic>vs</italic> RY6 were enriched in ribosome, photosynthesis proteins, carbon fixation in photosynthetic organisms, and DNA replication proteins (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures&#xa0;2A, B</bold>
</xref>). However, genes in R0 <italic>vs</italic> RT6 did not exhibit these enrichments. We identified 827 overlapping DEGs in R0 <italic>vs</italic> RT48 and R0 <italic>vs</italic> RY48 at the late infestation stage, which were enriched in photosynthesis proteins, porphyrin metabolism, zeatin biosynthesis, and cytochrome P450, suggesting disturbance to the photosynthetic system (KEGG) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures&#xa0;3A, B</bold>
</xref>). Additionally, genes in R0 <italic>vs</italic> RY48 were enriched in ribosome-related pathways, DNA replication proteins, photosynthesis proteins, and carbon fixation in photosynthetic organisms (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures&#xa0;4A, B</bold>
</xref>). These results indicate that infestation with biotype Y BPH results in damage to the photosynthetic system earlier than infestation with biotype 1 BPH, which is consistent with the phenotypic observations (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Transcriptional responses in YHY15 rice to BPH infestation</title>
<p>To elucidate the genome-wide responses of YHY15 rice to BPH infestation, the transcriptome was analyzed over the entire infection time course. According to Mfuzz analysis, distinct temporal patterns were clustered into 20 groups (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;6</bold>
</xref>). Notably, clusters 1 to 4 exhibited significantly lower levels of transcription in RY6/48 compared to R0, whereas this trend was less pronounced in RT6/48 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;6</bold>
</xref>). The genes in these clusters were subjected to GO and KEGG enrichment analyses to explore their functions. Genes in cluster 1 were enriched in photosynthesis proteins, carbon fixation in photosynthetic organisms, terpenoid backbone biosynthesis, and porphyrin metabolism (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;7</bold>
</xref>). Accordingly, GO analysis confirmed that many of these genes were related to the photosynthesis biological process, as well as photosynthetic cellular components such as thylakoid, photosynthetic membrane, and photosystem (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;5A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;7</bold>
</xref>). These results suggest that infestation with biotype Y BPH results in significantly greater physical impairment than does infestation with biotype 1 BPH, which was consistent with the growth observations (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Clustering and time-course expression of genes after BPH infestation. The 20 distinct temporal gene expression patterns were computed with Mfuzz. The x axis represents the five treatment groups, and the y axis represents log<sub>2</sub>-transformed normalized intensity ratios for each group. R0, uninfected controls; RT6, YHY15 seedlings infested with biotype 1 BPH for 6 h; RT48, YHY15 seedlings infested with biotype 1 BPH for 48 h; RY6, YHY15 seedlings infested with biotype Y BPH for 6 h; RY48, YHY15 seedlings infested with biotype Y BPH for 48 h.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1366515-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>KEGG pathway enrichment analyses of representative clusters. <bold>(A&#x2013;F)</bold> KEGG pathway enrichment analyses of cluster 1, 6, 7, 10, 11, and 17, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1366515-g004.tif"/>
</fig>
<p>In clusters 5 to 10, gene expression levels increased significantly in the RY groups, but only slightly in the RT groups (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;6</bold>
</xref>). Genes in cluster 6 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;5B</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;7</bold>
</xref>) and cluster 9 (data not shown) were enriched in membrane trafficking (KEGG), cell membrane systems (GO), and protein transporter (GO), suggesting that defense against BPH relies on membrane transport systems and cell secretion. In cluster 7, genes were enriched in glycosyltransferases, GTP-binding proteins, phenylpropanoid biosynthesis, and two-component system (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;5C</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;7</bold>
</xref>). The phenylpropanoid pathway is involved in the production of various metabolites, including flavonoids, lignin, lignans, and cinnamic acid amide, among others (<xref ref-type="bibr" rid="B11">Dong and Lin, 2021</xref>). Genes in cluster 10 were enriched in ribosomes, DNA replication proteins, translation factors, and other transcriptional activity-related factors (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;5D</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;7</bold>
</xref>). Overall, the transcriptional system, transmembrane transport system, exosome, and phenylpropanoid pathway are notably stimulated by BPH infestation, particularly infestation with biotype Y BPH, suggesting that they may be crucial for rice resistance to insects.</p>
<p>The expression patterns of several clusters appeared to be desynchronized, indicative of different responses to infestation by either biotype 1 or biotype Y BPH. In clusters 11 to 14, gene expression was increased at the early (6 h) and late (48 h) stages during infestation with biotype 1 BPH, but remained relatively stable during infestation with biotype Y BPH (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;6</bold>
</xref>). These clusters were mainly enriched in zeatin biosynthesis, nitrogen metabolism, cytochrome P450, and plant hormone signal transduction (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4E</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;5E</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;7</bold>
</xref>). In plants, cytochrome P450 catalyzes various primary and secondary metabolic reactions and is involved in the synthesis and metabolism of terpenoids, alkaloids, sterols, fatty acids, plant hormones, signaling molecules, pigments, flavonoids, and isoflavones, among others (<xref ref-type="bibr" rid="B20">Hansen et&#xa0;al., 2021</xref>). Such multifunctionality makes cytochrome P450 important in the plant defense against pests, diseases, and abiotic stressors. In addition, zeatin is the primary active component of the phytohormone CK. KEGG analysis revealed that the cytochrome P450-phytohormone signal transduction pathway was activated in YHY15 rice under biotype 1 BPH infestation. In contrast, gene expression in clusters 15 to 17 was increased at the early (6 h) and late (48 h) stages during infestation with biotype Y BPH (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;6</bold>
</xref>). These genes were enriched in proteasome, membrane trafficking, steroid biosynthesis, protein processing in endoplasmic reticulum, exosome, and GTP-binding proteins (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4F</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;5F</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;7</bold>
</xref>). These results suggest that cell secretion and extracellular materials are crucial for defense against insects. Finally, clusters 18 to 20 did not exhibit any notable tendencies (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Phytohormonal responses in YHY15 rice to BPH infestation</title>
<p>Both the clustering analysis and KEGG/GO enrichment analysis indicated that phytohormone signaling was differentially affected by infestation with either biotype 1 or Y BPH (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4E</bold>
</xref>). Consequently, we compared the expression of BPH-responsive genes in rice with those induced by exogenous phytohormone application in <italic>A. thaliana</italic>. According to Hormonometer analysis, a total of 15,603 <italic>A. thaliana</italic> orthologs of rice genes were selected for comparison (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;8</bold>
</xref>). The results revealed that genes associated with JA-dependent signaling were significantly altered by infestation with biotype 1 BPH, but only moderately changed by infestation with biotype Y BPH (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Genes associated with ABA exhibited a similar pattern, except for being negatively correlated with genes whose expression in <italic>A. thaliana</italic> was elicited 0.5 h after ABA treatment (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). In contrast, the expression of genes involved in the ET and BR pathways exhibited negative correlations with those responding to phytohormone application in <italic>A. thaliana</italic>, although with more moderate suppression in biotype Y BPH-infested rice (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). These results show that genes associated with the JA, ABA, ET, and BR pathways are the most responsive to BPH infestation, particularly in the case of biotype 1 BPH, indicating their crucial roles in the rice defense against insects.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Comparison of transcriptomic phytohormone signatures between BPH-infested rice and phytohormone-treated <italic>Arabidopsis thaliana</italic>. Red shading indicates positive correlations and blue shading indicates negative correlations between BPH-infested rice and phytohormone-treated <italic>A. thaliana</italic>. MJ, methyl jasmonate; ACC, 1-aminocyclopropane-1-caroxylic acid (precursor of ethylene); ABA, abscisic acid; IAA, indole-3-acetic acid; GA3, gibberellic acid 3; ZT, zeatin; BR, brassinosteroid; SA, salicylic acid. R0, uninfected controls; RT6, YHY15 seedlings infested with biotype 1 BPH for 6 h; RT48, YHY15 seedlings infested with biotype 1 BPH for 48 h; RY6, YHY15 seedlings infested with biotype Y BPH for 6 h; RY48, YHY15 seedlings infested with biotype Y BPH for 48 h.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1366515-g005.tif"/>
</fig>
<p>Previous research suggests that JA is involved in BPH resistance (<xref ref-type="bibr" rid="B82">Xu et&#xa0;al., 2021</xref>). We found that the JA-dependent pathway was differentially induced by infestation with either biotype 1 or Y BPH, implying that JA plays a crucial role in rice defense (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). We further analyzed the expression of genes involved in the JA pathway, and found that most of the genes involved in the biosynthesis of JA and jasmonoyl-isoleucine (JA-Ile) (e.g., <italic>LOX</italic> and <italic>JAR</italic>) were significantly suppressed by BPH infestation, especially infestation with biotype Y BPH (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6A, B</bold>
</xref>). Accordingly, most JAZs, which inhibit JA signaling, were induced in RT6/48 and RY6/48 (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6A, B</bold>
</xref>). In addition, MYC2 was downregulated in YHY15 rice infested with biotype Y BPH, suggesting that the JA-dependent pathway was inactivated upon infestation with the virulent BPH (<xref ref-type="bibr" rid="B16">Ge et&#xa0;al., 2018</xref>). Finally, the expression of many TFs was altered in BPH-infested rice, especially rice infested with biotype Y BPH, including those belonging to the JA-responsive bHLH, ERF, WRKY, and MYB families (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;6</bold>
</xref>). These distinct response patterns imply that these TFs have functions in BPH defense, although further research is required to verify these functions. The expression profiles of the identified TFs can be found in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;9</bold>
</xref>.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>BPH-induced responses in the jasmonic acid (JA) pathway. <bold>(A)</bold> Overview of the JA pathway. <bold>(B)</bold> Heat map of the expression of genes associated with the JA pathway. Asterisks indicate statistically significant differences in gene expression at different time points in either biotype 1 or biotype Y BPH-infested rice relative to control (0 h) (*<italic>padj</italic> &lt; 0.05, **<italic>padj</italic> &lt; 0.01, via the Benjamini and Hochberg adjustment method). PLA, phospholipase A1; LOX, lipoxygenase; AOS, allene oxide synthase; AOC, allene oxide cyclase; OPR, 12-oxophytodienoate reductase; OPCL, OPC8-CoA ligase; ACX, acyl-CoA oxidase; MFP, multifunctional protein; KAT, 3-ketoacyl-CoA thiolase; JAR, jasmonate resistant; JAZ, jasmonate-ZIM domain. Transcription factor families: myelocytomatosis protein 2 (MYC2), basic helix-loop-helix (bHLH), ethylene responsive factor (ERF), WRKYGOK (WRKY), MYB. R0, uninfected controls; RT6, YHY15 seedlings infested with biotype 1 BPH for 6 h; RT48, YHY15 seedlings infested with biotype 1 BPH for 48 h; RY6, YHY15 seedlings infested with biotype Y BPH for 6 h; RY48, YHY15 seedlings infested with biotype Y BPH for 48 h.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1366515-g006.tif"/>
</fig>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Integrated miRNA and mRNA transcriptional analyses</title>
<p>The functions of the identified miRNAs were initially evaluated by scanning the literature. It has been reported that miR156 negatively regulates BPH resistance in rice by altering the expression of genes related to JA biosynthesis and signaling (<xref ref-type="bibr" rid="B16">Ge et&#xa0;al., 2018</xref>). We observed that miR156 expression was significantly decreased in biotype Y BPH-infested rice. Consequently, WRKY53, several MPKs (JA biosynthesis repressors), and several JAZs (negative regulators of JA signaling) were upregulated (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). These transcriptional alterations resulted in low JA expression and improved BPH resistance. According to other research, miR396 suppresses BPH resistance through the miR396b&#x2013;growth regulating factor 8 (GRF8)&#x2013;flavanone 3-dioxygenase (F3H)&#x2013;flavonoid pathway (<xref ref-type="bibr" rid="B9">Dai et&#xa0;al., 2019</xref>). Therefore, we examined the expression of <italic>miR396</italic>, <italic>GRF8</italic>, and <italic>F3H</italic>. Mature OsmiR396a and OsmiR396b share the same sequence (<xref ref-type="bibr" rid="B9">Dai et&#xa0;al., 2019</xref>), and we observed that miR396a was downregulated by infestation with biotype Y BPH. In contrast, <italic>GRF8</italic> and <italic>F3H</italic>-<italic>1</italic> expression increased in RY6 and RY48. Notably, <italic>GRF1</italic> and two <italic>flavanone 3-dioxygenase 2-like</italic> genes exhibited the same trend (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). These results suggest that the miR396b&#x2013;GRF8&#x2013;F3H&#x2013;flavonoid pathway was activated in biotype Y BPH- infested rice. Genetic experiments indicate that miR398b negatively regulates pathogen-associated molecular pattern (PAMP)-induced callose deposition (<xref ref-type="bibr" rid="B40">Li et&#xa0;al., 2010</xref>). As miR398 expression was significantly downregulated in RY6/48, we further analyzed the transcription of callose deposition-related genes. Surprisingly, a callose synthase gene was activated following biotype Y BPH infestation, while a series of callose degradation genes were suppressed (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). These results suggest that infestation with biotype Y BPH may lead to callose deposition in rice. Taken together, it appears that the expression of these miRNAs and their regulation of target genes may contribute the ability of YHY15 rice to resist infestation with biotype Y BPH.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>The miRNA-mRNA interactions related to plant resistance.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="left">osa-miRNA</th>
<th valign="top" rowspan="2" align="center">Gene ID</th>
<th valign="top" colspan="2" align="center">Fold change (log<sub>2</sub>)</th>
<th valign="top" rowspan="2" align="center">Discription</th>
</tr>
<tr>
<th valign="top" align="center">RY6/R0</th>
<th valign="top" align="center">RY48/R0</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="8" align="left">miR156</td>
<td valign="top" align="left">LOC4338474</td>
<td valign="top" align="center">1.01</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">Probable WRKY transcription factor 26, WRKY53</td>
</tr>
<tr>
<td valign="top" align="left">LOC4342017</td>
<td valign="top" align="center">1.23</td>
<td valign="top" align="center">1.08</td>
<td valign="top" align="left">Mitogen-activated protein kinase 12, MAP kinase 12</td>
</tr>
<tr>
<td valign="top" align="left">LOC4339697</td>
<td valign="top" align="center">1.03</td>
<td valign="top" align="center">1.02</td>
<td valign="top" align="left">Mitogen-activated protein kinase 17 isoform X1, MAP kinase 17</td>
</tr>
<tr>
<td valign="top" align="left">LOC4331834</td>
<td valign="top" align="center">2.40</td>
<td valign="top" align="center">1.64</td>
<td valign="top" align="left">Jasmonate ZIM domain-containing protein 10, OsJAZ10; protein TIFY 11b</td>
</tr>
<tr>
<td valign="top" align="left">LOC4331833</td>
<td valign="top" align="center">2.37</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">Jasmonate ZIM domain-containing protein 11, OsJAZ11; protein TIFY 11c</td>
</tr>
<tr>
<td valign="top" align="left">LOC4348533</td>
<td valign="top" align="center">2.76</td>
<td valign="top" align="center">2.11</td>
<td valign="top" align="left">Jasmonate ZIM domain-containing protein 12, OsJAZ12; protein TIFY 11d</td>
</tr>
<tr>
<td valign="top" align="left">LOC4348531</td>
<td valign="top" align="center">5.83</td>
<td valign="top" align="center">4.65</td>
<td valign="top" align="left">Jasmonate ZIM domain-containing protein 13, OsJAZ13; protein TIFY 11e</td>
</tr>
<tr>
<td valign="top" align="left">LOC4342421</td>
<td valign="top" align="center">4.59</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">Jasmonate ZIM domain-containing protein 2, OsJAZ2; protein TIFY 5</td>
</tr>
<tr>
<td valign="top" rowspan="5" align="left">miR396</td>
<td valign="top" align="left">LOC4330903</td>
<td valign="top" align="center">2.99</td>
<td valign="top" align="center">3.06</td>
<td valign="top" align="left">Growth-regulating factor 1, OsGRF1</td>
</tr>
<tr>
<td valign="top" align="left">LOC4350711</td>
<td valign="top" align="center">1.23</td>
<td valign="top" align="center">1.35</td>
<td valign="top" align="left">Growth-regulating factor 8, OsGRF8</td>
</tr>
<tr>
<td valign="top" align="left">LOC9270463</td>
<td valign="top" align="center">4.59</td>
<td valign="top" align="center">4.02</td>
<td valign="top" align="left">Flavanone 3-dioxygenase 1, OsF3H-1</td>
</tr>
<tr>
<td valign="top" align="left">LOC4345848</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1.55</td>
<td valign="top" align="left">Flavanone 3-dioxygenase 2-like</td>
</tr>
<tr>
<td valign="top" align="left">LOC4347916</td>
<td valign="top" align="center">2.56</td>
<td valign="top" align="center">2.20</td>
<td valign="top" align="left">Flavanone 3-dioxygenase 3-like</td>
</tr>
<tr>
<td valign="top" rowspan="19" align="left">miR398</td>
<td valign="top" align="left">LOC4345025</td>
<td valign="top" align="center">-2.62</td>
<td valign="top" align="center">-2.00</td>
<td valign="top" align="left">endo-1,3;1,4-beta-D-glucanase</td>
</tr>
<tr>
<td valign="top" align="left">LOC4338721</td>
<td valign="top" align="center">-2.84</td>
<td valign="top" align="center">-3.28</td>
<td valign="top" align="left">endo-1,3;1,4-beta-D-glucanase</td>
</tr>
<tr>
<td valign="top" align="left">LOC4350272</td>
<td valign="top" align="center">-2.44</td>
<td valign="top" align="center">-1.40</td>
<td valign="top" align="left">endo-1,3;1,4-beta-D-glucanase</td>
</tr>
<tr>
<td valign="top" align="left">LOC4350269</td>
<td valign="top" align="center">-2.48</td>
<td valign="top" align="center">-1.79</td>
<td valign="top" align="left">endo-1,3;1,4-beta-D-glucanase</td>
</tr>
<tr>
<td valign="top" align="left">LOC4350270</td>
<td valign="top" align="center">-1.23</td>
<td valign="top" align="center">-1.26</td>
<td valign="top" align="left">endo-1,3;1,4-beta-D-glucanase</td>
</tr>
<tr>
<td valign="top" align="left">LOC4345024</td>
<td valign="top" align="center">-2.17</td>
<td valign="top" align="center">-1.27</td>
<td valign="top" align="left">endo-1,3;1,4-beta-D-glucanase</td>
</tr>
<tr>
<td valign="top" align="left">LOC9268304</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-1.26</td>
<td valign="top" align="left">glucan endo-1,3-beta-glucosidase 12, putative beta-1,3-glucanase</td>
</tr>
<tr>
<td valign="top" align="left">LOC4345052</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-1.34</td>
<td valign="top" align="left">glucan endo-1,3-beta-glucosidase 7, putative beta-1,3-glucanase precursor</td>
</tr>
<tr>
<td valign="top" align="left">LOC4326519</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">-2.13</td>
<td valign="top" align="left">glucan endo-1,3-beta-glucosidase, putative beta-1,3-glucanase precursor</td>
</tr>
<tr>
<td valign="top" align="left">LOC4326518</td>
<td valign="top" align="center">-1.30</td>
<td valign="top" align="center">-1.59</td>
<td valign="top" align="left">glucan endo-1,3-beta-glucosidase, beta 1,3-glucanase</td>
</tr>
<tr>
<td valign="top" align="left">LOC4338611</td>
<td valign="top" align="center">-1.58</td>
<td valign="top" align="center">-1.74</td>
<td valign="top" align="left">putative beta-1,3-glucanase</td>
</tr>
<tr>
<td valign="top" align="left">LOC4334765</td>
<td valign="top" align="center">-3.09</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">probable glucan endo-1,3-beta-glucosidase A6, putative beta-1,3-glucanase</td>
</tr>
<tr>
<td valign="top" align="left">LOC4339201</td>
<td valign="top" align="center">-1.79</td>
<td valign="top" align="center">-1.57</td>
<td valign="top" align="left">putative glucan endo-1,3-beta-glucosidase GVI, putative beta-1,3-glucanase</td>
</tr>
<tr>
<td valign="top" align="left">LOC4327203</td>
<td valign="top" align="center">3.03</td>
<td valign="top" align="center">2.93</td>
<td valign="top" align="left">glucan endo-1,3-beta-glucosidase 13, putative elicitor inducible beta-1,3-glucanase NtEIG-E76</td>
</tr>
<tr>
<td valign="top" align="left">LOC4332097</td>
<td valign="top" align="center">2.84</td>
<td valign="top" align="center">2.73</td>
<td valign="top" align="left">glucan endo-1,3-beta-glucosidase 3 isoform X1, Putative beta-1,3-glucanase</td>
</tr>
<tr>
<td valign="top" align="left">LOC4334391</td>
<td valign="top" align="center">1.48</td>
<td valign="top" align="center">1.33</td>
<td valign="top" align="left">glucan endo-1,3-beta-glucosidase, putative beta-1,3 glucanase</td>
</tr>
<tr>
<td valign="top" align="left">LOC4346925</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">probable endo-1,3(4)-beta-glucanase ARB_01444</td>
</tr>
<tr>
<td valign="top" align="left">LOC4342136</td>
<td valign="top" align="center">1.41</td>
<td valign="top" align="center">1.40</td>
<td valign="top" align="left">callose synthase 3-like</td>
</tr>
<tr>
<td valign="top" align="left">LOC4331485</td>
<td valign="top" align="center">-1.67</td>
<td valign="top" align="center">-1.36</td>
<td valign="top" align="left">callose synthase 3</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Callose deposition is activated by BPH infestation</title>
<p>The combined miRNA-seq and RNA-seq analysis indicated that callose deposition might play a vital role in the rice response to BPH infestation. Callose deposition prevents plant hoppers from ingesting phloem sap (<xref ref-type="bibr" rid="B21">Hao et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B12">Du et&#xa0;al., 2009</xref>). Specifically, callose deposition ensures that the phloem sieve tubes remain occluded. To determine the role of callose in the rice response to BPH infestation, the expression of genes related to callose synthesis and degradation was examined. Consistent with the RNA-seq results, the transcription of <italic>callose synthase 3</italic>-<italic>like</italic> (<italic>CAL1</italic>) increased, while several <italic>1,3-beta-glucanase</italic> (<italic>BG</italic>) genes decreased, in RY48 (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7A, B</bold>
</xref>). To confirm this result, callose deposition was measured during BPH infestation. The outermost sheaths of biotype Y BPH-infested seedlings exhibited larger and more numerous callose spots than those from biotype 1 BPH-infested and uninfested seedlings (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7C, D</bold>
</xref>). These results suggest that BPH infestation, particularly infestation with biotype Y BPH, results in the activation of callose synthesis and the suppression of callose degradation.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Induction of callose deposition in YHY15 rice plants following BPH infestation. <bold>(A)</bold> Heat map of the expression of genes associated with callose deposition and degradation. Asterisks indicate statistically significant differences in gene expression at different time points in either biotype 1 or biotype Y BPH-infested rice relative to control (0 h) (*<italic>padj</italic> &lt; 0.05, **<italic>padj</italic> &lt; 0.01, via the Benjamini and Hochberg adjustment method). <bold>(B)</bold> Expression patterns of callose deposition-related genes in BPH-infested rice plants. <italic>UBQ</italic> was used as a control. <bold>(C)</bold> Callose deposition (CD) in BPH-infested YHY15 plants. The images were taken 48 h after BPH infestation. Samples were collected from the outermost sheath. Callose deposition values are the means of 20 biological replicates. Asterisks indicate statistically significant differences between BPH-infested and uninfested rice plants (one-way ANOVA, *<italic>P</italic>&#x2009;&lt;&#x2009;0.05). <bold>(D)</bold> Callose deposition in YHY15 plants infested with either biotype 1 or biotype Y BPH. Scale bar = 20 &#x3bc;m. The images were taken 48 h after BPH infestation. Uninfested YHY15 plants in the same condition served as control. R0, uninfected controls; RT6, YHY15 seedlings infested with biotype 1 BPH for 6 h; RT48, YHY15 seedlings infested with biotype 1 BPH for 48 h; RY6, YHY15 seedlings infested with biotype Y BPH for 6 h; RY48, YHY15 seedlings infested with biotype Y BPH for 48 h.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1366515-g007.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>The management of rice plant resistance to BPH infestation will be crucial for effective pest management. Understanding the defense strategies employed by resistant rice varieties against both avirulent and virulent BPH populations can provide valuable insights for developing effective pest control strategies. Transcriptomics, which can quantify changes in gene expression and associated regulatory mechanisms, can aid in unraveling these complexities. In plants, miRNAs are involved in various developmental processes and play significant roles in abiotic and biotic stress responses (<xref ref-type="bibr" rid="B90">Zhang et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B31">Kumar, 2014</xref>; <xref ref-type="bibr" rid="B88">Zhang et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B35">Li et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B53">Mangrauthia et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B58">Natarajan et&#xa0;al., 2018</xref>). Specifically, miRNAs regulate targeted gene expression by binding complementary sequences in mRNA molecules, resulting in degradation and/or inhibited translation (<xref ref-type="bibr" rid="B4">Bartel, 2009</xref>; <xref ref-type="bibr" rid="B54">Marin et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B61">Peng et&#xa0;al., 2014</xref>). Integrated mRNA and miRNA transcriptomics analyses have been used to identify miRNA-mRNA networks associated with developmental processes and insect defense (<xref ref-type="bibr" rid="B70">Tan et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B37">Li et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B55">Mei et&#xa0;al., 2021</xref>). However, little attention has been paid to defense strategies employed by resistant rice against differentially virulent BPH populations. In this study, we employed an integrated mRNA and miRNA transcriptomics approach to characterize the defense responses of resistant YHY15 rice (contains <italic>Bph15</italic>) to infestation with avirulent (biotype 1) and virulent (biotype Y) BPH. Our results revealed that YHY15 rice seedlings exhibited distinct responses under the two infestation scenarios (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). YHY15 rice is highly resistant to biotype 1 BPH and susceptible to biotype Y BPH, which is in accordance with previous reports (<xref ref-type="bibr" rid="B83">Yang et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B28">Jing et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B17">Guan et&#xa0;al., 2022</xref>).</p>
<p>The BPH-resistance gene <italic>Bph15</italic> has been widely applied in rice breeding programs, although the molecular mechanisms underlying <italic>Bph15</italic>-mediated resistance remain unclear (<xref ref-type="bibr" rid="B51">Lv et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B96">Zheng et&#xa0;al., 2021</xref>). Previous RNA-seq studies of <italic>Bph15</italic> introgression lines and recipient lines before and after BPH infestation have identified key defense mechanisms associated with phytohormone signaling, mitogen-activated protein kinase (MAPK) cascades, receptor kinases, protein post-translational modifications, TFs, Ca<sup>2+</sup> signaling, and pathogenesis-related proteins (<xref ref-type="bibr" rid="B51">Lv et&#xa0;al., 2014</xref>). In addition, 20 upregulated and 3 downregulated miRNAs were identified in resistant rice variety P15 (containing <italic>Bph15</italic>) compared to susceptible rice variety PC (recipient line) (<xref ref-type="bibr" rid="B80">Wu et&#xa0;al., 2017</xref>). Combined with the mRNA transcriptome data, the 67 potential targets of these miRNAs were related to resistance responses to avirulent BPH, including abiotic and biotic stimuli, regulation of plant hormones (GA, SA, ET, and CK), cellulose biosynthesis, amino acid biosynthesis, and protein folding (<xref ref-type="bibr" rid="B7">Cheng et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B51">Lv et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B80">Wu et&#xa0;al., 2017</xref>). Here, comprehensive analysis of miRNA-seq and mRNA-seq data shed light on the underlying mechanisms responsible for the contrasting responses of YHY15 rice to BPH biotypes with different virulence.</p>
<p>Plant defense against BPH is a dynamic and sophisticated process which involves many levels of organizational and functional complexity (<xref ref-type="bibr" rid="B3">Barah and Bones, 2015</xref>; <xref ref-type="bibr" rid="B13">Erb and Reymond, 2019</xref>). During feeding, the BPH stylet transiently punctures the epidermis and then penetrates the plant cell wall. Subsequently, the insect salivates into the cells and ingests the phloem sap (<xref ref-type="bibr" rid="B21">Hao et&#xa0;al., 2008</xref>). According to electronic penetration graph (EPG) waveform recordings, BPH begin feeding on phloem sap within 1-3 hours of settling on rice plants (<xref ref-type="bibr" rid="B21">Hao et&#xa0;al., 2008</xref>). A greater number of miRNAs were found to be upregulated in biotype 1 BPH-infested resistant P15 rice (a <italic>Bph15</italic> introgression line) than in susceptible PC rice (recipient line) during the early infestation stage (6 h) when the plants had not yet been severely damaged (<xref ref-type="bibr" rid="B80">Wu et&#xa0;al., 2017</xref>). In another report, the inducible BPH defense responses (indicated by upregulated DEGs and DEMs) were more robust during the early feeding stages (e.g., 6, 12, and 24 h) in resistant BPH6G rice (<italic>BPH6</italic>-transgenic rice) than in susceptible Nipponbare rice (wild type, WT) (<xref ref-type="bibr" rid="B70">Tan et&#xa0;al., 2020</xref>). Moreover, a miRNA profiling was conducted on resistant IR56 rice (carrying <italic>Bph3</italic>) under separate infestations of a virulent IR56-BPH and an avirulent TN1-BPH (<xref ref-type="bibr" rid="B57">Nanda et&#xa0;al., 2020</xref>). This study revealed that BPH feeding caused significant alterations in miRNA expression profiles of IR56 rice, with a greater number of miRNAs showing downregulation when IR56 rice was infested with TN1-BPH. However, the distinct mechanisms underlying rice plant responses to BPH of varying levels of virulence remains unclear. Here, resistant YHY15 rice plants were exposed to avirulent (biotype 1) and virulent (biotype Y) BPH. Notably, DEMs were only identified in rice plants infested with biotype Y BPH (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). In addition, many more DEGs were identified in rice plants infested with biotype Y BPH, regardless of the infestation time (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2E</bold>
</xref>). Together, these results suggest that biotype Y BPH elicit more intense defense responses in YHY15 rice. DaEGs related with cytochrome P450 (KEGG) were more common at the early infestation stage (6 h) in rice infested with both types of BPH (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures&#xa0;1A, B</bold>
</xref>). At the later infestation stage (48 h), overlapping DEGs in R0 <italic>vs</italic> RT48 and R0 <italic>vs</italic> RY48 were enriched in photosynthesis-related pathways (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures&#xa0;3A, B</bold>
</xref>). Specifically, DEGs in R0 <italic>vs</italic> RY6 were mainly enriched in photosynthetic organisms and DNA replication proteins (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures&#xa0;2A, B</bold>
</xref>), indicating that damage to the photosynthetic system occurs earlier in biotype Y BPH-infested rice. Taken together, compared with biotype 1 BPH, infestation with biotype Y BPH results in more serious damage and induces more intense transcriptional responses in YHY15 rice.</p>
<p>In plants, including rice, phytohormone signaling is widely known to be involved in insect defense and resistance (<xref ref-type="bibr" rid="B48">Liu et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B29">Jing et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B45">Liu Q. et al., 2021</xref>). Among phytohormones, JA is critical to the regulation of plant defenses against insect herbivores (<xref ref-type="bibr" rid="B71">Thaler et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B23">Howe et&#xa0;al., 2018</xref>). Other phytohormones, such as SA, ET, BR, ABA, and CK are also involved in plant responses to herbivory through cross-talk with JA signaling (<xref ref-type="bibr" rid="B6">Bruessow et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B63">Sch&#xe4;fer et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B60">Pan et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B52">Ma et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B34">Li et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B89">Zhang et&#xa0;al., 2022</xref>). In this study, we found that infestation with differentially virulent BPH populations resulted in noticeable effects on the expression of genes associated with phytohormone signaling in YHY15 rice plants. Specifically, infestation with biotype 1 BPH induced JA- and ABA-related signaling pathways, but suppressed ET- and BR-related signaling (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). While, infestation with biotype Y BPH induced more moderate expression of JA- and ABA-related pathways. These results suggest that although infestation with virulent biotype Y BPH results in extensive damage to YHY15 rice plants, they exhibit weaker JA- and ABA-mediated defense responses. These findings are in line with previous research suggesting that IR56 BPH can overcome <italic>Bph3</italic>-mediated resistance by suppressing the transcription of defense-responsive MAPK pathways, phytohormone biosynthesis, and secondary metabolite production (<xref ref-type="bibr" rid="B56">Nanda et&#xa0;al., 2018</xref>). Previous studies also suggest that oral secretions, digestive and detoxifying enzymes, and endosymbionts can help insect herbivores adapt to host plants (<xref ref-type="bibr" rid="B68">Simon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B84">Yates and Michel, 2018</xref>). We therefore speculate that specific BPH effectors may interact with <italic>Bph15</italic> and affect <italic>Bph15</italic>-mediated immunity in rice. However, further studies will be required to test this hypothesis.</p>
<p>The DEMs and their associated mRNAs identified in this study may potentially play roles in the response of rice to BPH infestation. Among the identified DEMs, miR156, miR5076, miR1856, miR398, miR5072, miR5079, miR408, miR2873, and miR169 exhibited significant variation in amplitude (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 3</bold>
</xref>). In addition, many of them have been implicated in various plant developmental processes and stress responses (<xref ref-type="bibr" rid="B41">Li et al., 2017b</xref>) (<xref ref-type="bibr" rid="B65">Sharma et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B94">Zhao et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B43">Lin et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B47">Liu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B42">Liebsch and Palatnik, 2020</xref>; <xref ref-type="bibr" rid="B36">Li et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B46">Liu X. et al., 2021</xref>; <xref ref-type="bibr" rid="B15">Gao et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B59">Pachamuthu and Hari Sundar, 2022</xref>; <xref ref-type="bibr" rid="B93">Zhao et&#xa0;al., 2022</xref>). The altered expression of these miRNAs may enhance BPH resistance in YHY15 rice. Combined with mRNA transcriptome data (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>), we found that the miR156-JA, miR396b&#x2013;GRF8&#x2013;F3H&#x2013;flavonoid, and miR398b-callose deposition pathways may contribute to the resistance of YHY15 rice to biotype Y BPH. Physiological tests verified the increased deposition of callose in biotype Y BPH-infested rice (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). Notably, these miRNA-mediated responses only occurred in rice infested with biotype Y BPH, which suggests that they may contribute to the differential resistance of rice against BPH populations with varying levels of virulence.</p>
<p>Finally, research suggests that numerous TFs are involved in the rice response to BPH infestation. For example, OsMYB30 (an R2R3 MYB TF) induces the expression of phenylalanine ammonia-lyase (PAL) enzymes, thereby improving BPH resistance in rice (<xref ref-type="bibr" rid="B22">He et&#xa0;al., 2020</xref>). OsMYB22 promotes rice resistance by affecting flavonoid biosynthesis (<xref ref-type="bibr" rid="B69">Sun et&#xa0;al., 2023</xref>). The bHLH protein MYC2 is involved in JA-mediated insect resistance (<xref ref-type="bibr" rid="B64">Schweizer et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B82">Xu et&#xa0;al., 2021</xref>). OsWRKY45, OsWRKY53, OsWRKY70, and OsWRKY89 also mediate herbivore resistance (<xref ref-type="bibr" rid="B8">Chujo et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B76">Wang et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B25">Hu et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B38">Li et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B26">Huangfu et&#xa0;al., 2016</xref>). A recent study has demonstrated the pivotal involvement of OsWRKY71 in <italic>Bph15</italic>-mediated resistance (<xref ref-type="bibr" rid="B39">Li et&#xa0;al., 2023</xref>). Here, we identified several differentially expressed TFs associated with BPH infestation. Notably, several predominant TF families, including bHLH, MYB, ERF, WRKY, bZIP, NAC, C2H2, TALE, G2-like, HD-ZIP, MYB-related, HSF, and NF-Y, were differentially responsive to BPH infestation. The expression of most TFs was altered in biotype Y BPH-infested rice, indicating their specific roles in defense against the virulent biotype. Notably, the expression of certain other TFs was disturbed specifically in response to biotype 1 BPH infestation. These findings highlight the important functions of TFs in BPH defense and warrant further research to uncover their specific roles.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>In conclusion, our study provides valuable insights into the differential defense strategies employed by resistant YHY15 rice (carrying BPH resistance gene <italic>Bph15</italic>) against avirulent (biotype 1) and virulent (biotype Y) BPH. The BPH defense response was found to involve the modulation of miRNAs, TFs, phytohormone signaling pathways, and the induction of callose deposition. These responses were most noticeable in biotype Y BPH-infested rice plants. These findings contribute to the elucidation of the molecular intricacies underlying rice-BPH interactions and pave the way for further research into the specific genes, pathways, and regulatory elements involved in plant defense against diverse BPH populations. Studying these defense mechanisms will aid our understanding of the intricate interactions between rice and BPH and allow the development of targeted pest control strategies for improved rice cultivation. It is worth noting that the infestation-induced defense responses of YHY15 rice do not appear to alter the survivability of biotype Y BPH, implying the existence of corresponding adaptive responses in the virulent biotype. This result will be the subject of in-depth exploration in future studies.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>All raw RNA sequencing data generated in this study have been deposited under the NCBI SRA database under BioProject PRJNA997052 and PRJNA994598.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The manuscript presents research on animals that do not require ethical approval for their study.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>BY: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. MG: Investigation, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. YX: Investigation, Writing &#x2013; review &amp; editing. QY: Writing &#x2013; review &amp; editing. BL: Formal analysis, Writing &#x2013; review &amp; editing. ML: Writing &#x2013; review &amp; editing. YS: Writing &#x2013; review &amp; editing. CL: Writing &#x2013; review &amp; editing. JX: Writing &#x2013; review &amp; editing. JL: Writing &#x2013; review &amp; editing. WH: Writing &#x2013; review &amp; editing. HT: Writing &#x2013; review &amp; editing. PL: Writing &#x2013; review &amp; editing. QL: Investigation, Supervision, Formal analysis, Writing &#x2013; review &amp; editing. SJ: Supervision, Project administration, Resources, Funding acquisition, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was supported by grants from the National Natural Science Foundation of China (U1704111, 32372548 and 31401732), ZHONGYUAN YINGCAI JIHUA (ZYYCYU202012165), the Open Project Funding of the State Key Laboratory of Crop Stress Adaptation and Improvement (2023KF10), Young Elite Scientists Sponsorship Program by CAST (2023QNRC001), and the National Key Research and Development Program of China (2022YFD1401600).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank Prof. Guangcun He (Wuhan University) for kindly providing the insects and plants.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2024.1366515/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2024.1366515/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
<supplementary-material xlink:href="Table_1.xlsx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_2.xlsx" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_3.xlsx" id="SM4" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_4.xlsx" id="SM5" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_5.xlsx" id="SM6" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_6.xlsx" id="SM7" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_7.xlsx" id="SM8" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_8.xlsx" id="SM9" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_9.xlsx" id="SM10" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alam</surname> <given-names>S. N.</given-names>
</name>
<name>
<surname>Cohen</surname> <given-names>M. B.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Durability of brown planthopper, <italic>Nilaparvata lugens</italic>, resistance in rice variety IR64 in greenhouse selection studies</article-title>. <source>Entomol. Exp. Appl.</source> <volume>89</volume>, <fpage>71</fpage>&#x2013;<lpage>78</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1046/j.1570-7458.1998.00383.x</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Axtell</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Meyers</surname> <given-names>B. C.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Revisiting criteria for plant microRNA annotation in the Era of big data</article-title>. <source>Plant Cell</source> <volume>30</volume>, <fpage>272</fpage>&#x2013;<lpage>284</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1105/tpc.17.00851</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barah</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Bones</surname> <given-names>A. M.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Multidimensional approaches for studying plant defence against insects: from ecology to omics and synthetic biology</article-title>. <source>J. Exp. Bot.</source> <volume>66</volume>, <fpage>479</fpage>&#x2013;<lpage>493</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/jxb/eru489</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bartel</surname> <given-names>D. P.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>MicroRNAs: target recognition and regulatory functions</article-title>. <source>Cell</source> <volume>136</volume>, <fpage>215</fpage>&#x2013;<lpage>233</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2009.01.002</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bottrell</surname> <given-names>D. G.</given-names>
</name>
<name>
<surname>Schoenly</surname> <given-names>K. G.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Resurrecting the ghost of green revolutions past: The brown planthopper as a recurring threat to high-yielding rice production in tropical Asia</article-title>. <source>J. Asia Pac. Entomol.</source> <volume>15</volume>, <fpage>122</fpage>&#x2013;<lpage>140</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.aspen.2011.09.004</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bruessow</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Gouhier-Darimont</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Buchala</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Metraux</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Reymond</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Insect eggs suppress plant defence against chewing herbivores</article-title>. <source>Plant J.</source> <volume>62</volume>, <fpage>876</fpage>&#x2013;<lpage>885</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/tpj.2010.62.issue-5</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cheng</surname> <given-names>X. Y.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L. L.</given-names>
</name>
<name>
<surname>He</surname> <given-names>G. C.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Towards understanding of molecular interactions between rice and the brown planthopper</article-title>. <source>Mol. Plant</source> <volume>6</volume>, <fpage>621</fpage>&#x2013;<lpage>634</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/mp/sst030</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chujo</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Takai</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Akimoto-Tomiyama</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Ando</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Minami</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Nagamura</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2007</year>). <article-title>Involvement of the elicitor-induced gene <italic>OsWRKY53</italic> in the expression of defense-related genes in rice</article-title>. <source>Biochim. Biophys. Acta</source> <volume>1769</volume>, <fpage>497</fpage>&#x2013;<lpage>505</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.bbaexp.2007.04.006</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dai</surname> <given-names>Z. Y.</given-names>
</name>
<name>
<surname>Tan</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>X. F.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>S. J.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>The OsmiR396-OsGRF8-OsF3H-flavonoid pathway mediates resistance to the brown planthopper in rice (<italic>Oryza sativa</italic>)</article-title>. <source>Plant Biotechnol. J.</source> <volume>17</volume>, <fpage>1657</fpage>&#x2013;<lpage>1669</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/pbi.13091</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dinh</surname> <given-names>S. T.</given-names>
</name>
<name>
<surname>Baldwin</surname> <given-names>I. T.</given-names>
</name>
<name>
<surname>Galis</surname> <given-names>I.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>The HERBIVORE ELICITOR-REGULATED1 gene enhances abscisic acid levels and defenses against herbivores in <italic>Nicotiana attenuata</italic> plants</article-title>. <source>Plant Physiol.</source> <volume>162</volume>, <fpage>2106</fpage>&#x2013;<lpage>2124</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1104/pp.113.221150</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dong</surname> <given-names>N. Q.</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>H. X.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Contribution of phenylpropanoid metabolism to plant development and plant-environment interactions</article-title>. <source>J. Integr. Plant Biol.</source> <volume>63</volume>, <fpage>180</fpage>&#x2013;<lpage>209</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/jipb.13054</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Du</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>W. L.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>B. F.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wei</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>Z. Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2009</year>). <article-title>Identification and characterization of <italic>Bph14</italic>, a gene conferring resistance to brown planthopper in rice</article-title>. <source>Proc. Natl. Acad. Sci.</source> <volume>106</volume>, <fpage>22163</fpage>&#x2013;<lpage>22168</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.0912139106</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Erb</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Reymond</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Molecular interactions between plants and insect herbivores</article-title>. <source>Annu. Rev. Plant Biol.</source> <volume>70</volume>, <fpage>527</fpage>&#x2013;<lpage>557</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev-arplant-050718-095910</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Friedlander</surname> <given-names>M. R.</given-names>
</name>
<name>
<surname>Mackowiak</surname> <given-names>S. D.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Rajewsky</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>miRDeep2 accurately identifies known and hundreds of novel microRNA genes in seven animal clades</article-title>. <source>Nucleic Acids Res.</source> <volume>40</volume>, <fpage>37</fpage>&#x2013;<lpage>52</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/nar/gkr688</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Feng</surname> <given-names>B. H.</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>C. X.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H. Q.</given-names>
</name>
<name>
<surname>Wen</surname> <given-names>F. T.</given-names>
</name>
<name>
<surname>Tao</surname> <given-names>L. X.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>The evolution and functional roles of miR408 and its targets in plants</article-title>. <source>Int. J. Mol. Sci.</source> <volume>23</volume>, <fpage>530</fpage>&#x2013;<lpage>530</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms23010530</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ge</surname> <given-names>Y. F.</given-names>
</name>
<name>
<surname>Han</surname> <given-names>J. Y.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>G. X.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Y. M.</given-names>
</name>
<name>
<surname>Ding</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Silencing of miR156 confers enhanced resistance to brown planthopper in rice</article-title>. <source>Planta</source> <volume>248</volume>, <fpage>813</fpage>&#x2013;<lpage>826</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00425-018-2942-6</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guan</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Shan</surname> <given-names>J. H.</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>M. Y.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Q.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Bulked segregant RNA sequencing revealed difference between virulent and avirulent brown planthoppers</article-title>. <source>Front. Plant Sci.</source> <volume>13</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2022.843227</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guo</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>C. X.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Qiu</surname> <given-names>Y. F.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X. X.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>
<italic>Bph6</italic> encodes an exocyst-localized protein and confers broad resistance to planthoppers in rice</article-title>. <source>Nat. Genet.</source> <volume>50</volume>, <fpage>297</fpage>&#x2013;<lpage>306</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41588-018-0039-6</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gutaker</surname> <given-names>R. M.</given-names>
</name>
<name>
<surname>Groen</surname> <given-names>S. C.</given-names>
</name>
<name>
<surname>Bellis</surname> <given-names>E. S.</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>J. Y.</given-names>
</name>
<name>
<surname>Pires</surname> <given-names>I. S.</given-names>
</name>
<name>
<surname>Bocinsky</surname> <given-names>R. K.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Genomic history and ecology of the geographic spread of rice</article-title>. <source>Nat. Plants</source> <volume>6</volume>, <fpage>492</fpage>&#x2013;<lpage>502</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41477-020-0659-6</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hansen</surname> <given-names>C. C.</given-names>
</name>
<name>
<surname>Nelson</surname> <given-names>D. R.</given-names>
</name>
<name>
<surname>M&#xf8;ller</surname> <given-names>B. L.</given-names>
</name>
<name>
<surname>Werck-Reichhart</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Plant cytochrome P450 plasticity and evolution</article-title>. <source>Mol. Plant</source> <volume>14</volume>, <fpage>1244</fpage>&#x2013;<lpage>1265</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.molp.2021.06.028</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hao</surname> <given-names>P. Y.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>C. X.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y. Y.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>R. Z.</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Du</surname> <given-names>B.</given-names>
</name>
<etal/>
</person-group>. (<year>2008</year>). <article-title>Herbivore-induced callose deposition on the sieve plates of rice: an important mechanism for host resistance</article-title>. <source>Plant Physiol.</source> <volume>146</volume>, <fpage>1810</fpage>&#x2013;<lpage>1820</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1104/pp.107.111484</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>He</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y. Q.</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>D. Y.</given-names>
</name>
<name>
<surname>Duan</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y. L.</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>Z. J.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>An R2R3 MYB transcription factor confers brown planthopper resistance by regulating the phenylalanine ammonia-lyase pathway in rice</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A.</source> <volume>117</volume>, <fpage>271</fpage>&#x2013;<lpage>277</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.1902771116</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Howe</surname> <given-names>G. A.</given-names>
</name>
<name>
<surname>Major</surname> <given-names>I. T.</given-names>
</name>
<name>
<surname>Koo</surname> <given-names>A. J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Modularity in jasmonate signaling for multistress resilience</article-title>. <source>Annu. Rev. Plant Biol.</source> <volume>69</volume>, <fpage>387</fpage>&#x2013;<lpage>415</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev-arplant-042817-040047</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Rao</surname> <given-names>W. W.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>Y. H.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>The coiled-coil and nucleotide binding domains of BROWN PLANTHOPPER RESISTANCE14 function in signaling and resistance against planthopper in rice</article-title>. <source>Plant Cell.</source> <volume>29</volume>, <fpage>3157</fpage>&#x2013;<lpage>3185</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1105/tpc.17.00263</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname> <given-names>L. F.</given-names>
</name>
<name>
<surname>Ye</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>T. F.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>G. X.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Q.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>The rice transcription factor WRKY53 suppresses herbivore-induced defenses by acting as a negative feedback modulator of mitogen-activated protein kinase activity</article-title>. <source>Plant Physiol.</source> <volume>169</volume>, <fpage>2907</fpage>&#x2013;<lpage>2921</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1104/pp.15.01090</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huangfu</surname> <given-names>J. Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Ye</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Kuai</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>T. F.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>The transcription factor OsWRKY45 negatively modulates the resistance of rice to the brown planthopper <italic>Nilaparvata lugens</italic>
</article-title>. <source>Int. J. Mol. Sci.</source> <volume>17</volume>, <elocation-id>697</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms17060697</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ji</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>H. X.</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>H. D.</given-names>
</name>
<name>
<surname>Ye</surname> <given-names>W. F.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>S. H.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>Comparative transcriptome analysis of salivary glands of two populations of rice brown planthopper, <italic>Nilaparvata lugens</italic>, that differ in virulence</article-title>. <source>PloS One</source> <volume>8</volume>, <elocation-id>e79612</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0079612</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jing</surname> <given-names>S. L.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>Q.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>Development and use of EST-SSR markers for assessing genetic diversity in the brown planthopper (<italic>Nilaparvata lugens</italic> St&#xe5;l)</article-title>. <source>Bull. Entomol. Res.</source> <volume>102</volume>, <fpage>113</fpage>&#x2013;<lpage>122</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1017/S0007485311000435</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jing</surname> <given-names>S. L.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>J. G.</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>H. M.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Q. S.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>The roles of small RNAs in rice-brown planthopper interactions</article-title>. <source>Front. Plant Sci.</source> <volume>14</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2023.1326726</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jing</surname> <given-names>S. L.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Du</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>R. Z.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L. L.</given-names>
</name>
<name>
<surname>He</surname> <given-names>G. C.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Genomics of interaction between the brown planthopper and rice</article-title>. <source>Curr. Opin. Insect Sci.</source> <volume>19</volume>, <fpage>82</fpage>&#x2013;<lpage>87</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cois.2017.03.005</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kumar</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Role of microRNAs in biotic and abiotic stress responses in crop plants</article-title>. <source>Appl. Biochem. Biotechnol.</source> <volume>174</volume>, <fpage>93</fpage>&#x2013;<lpage>115</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s12010-014-0914-2</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kumar</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Futschik</surname> <given-names>M. E.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Mfuzz: a software package for soft clustering of microarray data</article-title>. <source>Bioinformation</source> <volume>2</volume>, <fpage>5</fpage>&#x2013;<lpage>7</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.6026/bioinformation</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Langmead</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Trapnell</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Pop</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Salzberg</surname> <given-names>S. L.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Ultrafast and memory-efficient alignment of short DNA sequences to the human genome</article-title>. <source>Genome Biol.</source> <volume>10</volume>, <fpage>R25</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/gb-2009-10-3-r25</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>J. T.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Ding</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>W. Y.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>J. L.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Transcriptome Analysis reveals crosstalk between the abscisic acid and jasmonic acid signaling pathways in rice-mediated defense against</article-title>. <source>Nilaparvata lugens. Int. J. Mol. Sci.</source> <volume>23</volume>, <fpage>6319</fpage>&#x2013;<lpage>6319</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms23116319</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>C. Y.</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>Z. H.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Ling</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Xiao</surname> <given-names>L. T.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Gene expression and plant hormone levels in two contrasting rice genotypes responding to brown planthopper infestation</article-title>. <source>BMC Plant Biol.</source> <volume>17</volume>, <fpage>57</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12870-017-1005-7</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>X. P.</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>X. C.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X. X.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>T. T.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Osa-miR162a fine-tunes rice resistance to Magnaporthe oryzae and Yield</article-title>. <source>Rice (New York N.Y.).</source> <volume>13</volume>, <fpage>38</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12284-020-00396-2</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>H. Y.</given-names>
</name>
<name>
<surname>Meng</surname> <given-names>H. L.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>X. Q.</given-names>
</name>
<name>
<surname>Deng</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>T. X.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L. W.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Integrated microRNA and transcriptome profiling reveal key miRNA-mRNA interaction pairs associated with seed development in Tartary buckwheat (<italic>Fagopyrum tataricum</italic>)</article-title>. <source>BMC Plant Biol.</source> <volume>21</volume>, <fpage>132</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12870-021-02914-w</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>G. X.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Bian</surname> <given-names>W. B.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Prioritizing plant defence over growth through WRKY regulation facilitates infestation by non-target herbivores</article-title>. <source>eLife</source> <volume>4</volume>, <elocation-id>e04805</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.7554/eLife.04805.021</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>X. Z.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Shangguan</surname> <given-names>X. X.</given-names>
</name>
<name>
<surname>Yin</surname> <given-names>J. J.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L. L.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Knockout of <italic>OsWRKY71</italic> impairs <italic>Bph15</italic>-mediated resistance against brown planthopper in rice</article-title>. <source>Front. Plant Sci.</source> <volume>14</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2023.1260526</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Q. Q.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J. G.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Qi</surname> <given-names>Y. J.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>J. M.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Identification of MicroRNAs involved in pathogen-associated molecular pattern-triggered plant innate immunity</article-title>. <source>Plant Physiol.</source> <volume>152</volume>, <fpage>2222</fpage>&#x2013;<lpage>2231</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1104/pp.109.151803</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>S. L.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J. L.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>X. H.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Cao</surname> <given-names>X. L.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>b). <article-title>Osa-miR169 negatively regulates rice immunity against the blast fungus <italic>Magnaporthe oryzae</italic>
</article-title>. <source>Front. Plant Sci.</source> <volume>8</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2017.00002</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liebsch</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Palatnik</surname> <given-names>J. F.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>MicroRNA miR396, GRF transcription factors and GIF co-regulators: a conserved plant growth regulatory module with potential for breeding and biotechnology</article-title>. <source>Curr. Opin. Plant Biol.</source> <volume>53</volume>, <fpage>31</fpage>&#x2013;<lpage>42</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.pbi.2019.09.008</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lin</surname> <given-names>W. Y.</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>Y. Y.</given-names>
</name>
<name>
<surname>Chiang</surname> <given-names>S. F.</given-names>
</name>
<name>
<surname>Syu</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Hsieh</surname> <given-names>L. C.</given-names>
</name>
<name>
<surname>Chiou</surname> <given-names>T. J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Evolution of microRNA827 targeting in the plant kingdom</article-title>. <source>New Phytol.</source> <volume>217</volume>, <fpage>1712</fpage>&#x2013;<lpage>1725</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/nph.14938</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>J. L.</given-names>
</name>
<name>
<surname>Du</surname> <given-names>H. T.</given-names>
</name>
<name>
<surname>Ding</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>Y. D.</given-names>
</name>
<name>
<surname>Xie</surname> <given-names>P. F.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>J. C.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Mechanisms of callose deposition in rice regulated by exogenous abscisic acid and its involvement in rice resistance to <italic>Nilaparvata lugens</italic> St&#xe5;l (Hemiptera: Delphacidae)</article-title>. <source>Pest Manage. Sci.</source> <volume>73</volume>, <fpage>2559</fpage>&#x2013;<lpage>2568</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/ps.4655</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>Q. S.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>X. Y.</given-names>
</name>
<name>
<surname>Su</surname> <given-names>S. L.</given-names>
</name>
<name>
<surname>Ning</surname> <given-names>Y. S.</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>Y. F.</given-names>
</name>
<name>
<surname>Ye</surname> <given-names>G. Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Cooperative herbivory between two important pests of rice</article-title>. <source>Nat. Commun.</source> <volume>12</volume>, <fpage>6772</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-021-27021-0</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Xie</surname> <given-names>H. T.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Advances in the regulation of plant development and stress response by miR167</article-title>. <source>Front. Biosci.</source> <volume>26</volume>, <fpage>655</fpage>&#x2013;<lpage>665</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.52586/4974</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>M. M.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>Z. Y.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X. H.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>M. X.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>K. Z.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>J. Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Inducible overexpression of Ideal Plant Architecture1 improves both yield and disease resistance in rice</article-title>. <source>Nat. plants.</source> <volume>5</volume>, <fpage>389</fpage>&#x2013;<lpage>400</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41477-019-0383-2</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>Q. S.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X. Y.</given-names>
</name>
<name>
<surname>Tzin</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Romeis</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>Y. F.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y. H.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Combined transcriptome and metabolome analyses to understand the dynamic responses of rice plants to attack by the rice stem borer <italic>Chilo suppressalis</italic> (Lepidoptera: Crambidae)</article-title>. <source>BMC Plant Biol.</source> <volume>16</volume>, <fpage>259</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12870-016-0946-6</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Ju</surname> <given-names>H. P.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>G. X.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>C. S.</given-names>
</name>
<name>
<surname>Erb</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X. P.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>An EAR-motif-containing ERF transcription factor affects herbivore-induced signaling, defense and resistance in rice</article-title>. <source>Plant J.</source> <volume>68</volume>, <fpage>583</fpage>&#x2013;<lpage>596</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-313X.2011.04709.x</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Ju</surname> <given-names>H. P.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X. L.</given-names>
</name>
<name>
<surname>Erb</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>Contrasting effects of ethylene biosynthesis on induced plant resistance against a chewing and a piercing-sucking herbivore in rice</article-title>. <source>Mol. Plant</source> <volume>7</volume>, <fpage>1670</fpage>&#x2013;<lpage>1682</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/mp/ssu085</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lv</surname> <given-names>W. T.</given-names>
</name>
<name>
<surname>Du</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Shangguan</surname> <given-names>X. X.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Pan</surname> <given-names>Y. F.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L. L.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>BAC and RNA sequencing reveal the brown planthopper resistance gene <italic>BPH15</italic> in a recombination cold spot that mediates a unique defense mechanism</article-title>. <source>BMC Genom.</source> <volume>15</volume>, <elocation-id>674</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/1471-2164-15-674</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname> <given-names>F. L.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>X. F.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>Z. Y.</given-names>
</name>
<name>
<surname>Miao</surname> <given-names>X. X.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Novel crosstalk between ethylene- and jasmonic acid-pathway responses to a piercing-sucking insect in rice</article-title>. <source>New Phytol.</source> <volume>225</volume>, <fpage>474</fpage>&#x2013;<lpage>487</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/nph.16111</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mangrauthia</surname> <given-names>S. K.</given-names>
</name>
<name>
<surname>Bhogireddy</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Agarwal</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Prasanth</surname> <given-names>V. V.</given-names>
</name>
<name>
<surname>Voleti</surname> <given-names>S. R.</given-names>
</name>
<name>
<surname>Neelamraju</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Genome-wide changes in microRNA expression during short and prolonged heat stress and recovery in contrasting rice cultivars</article-title>. <source>J. Exp. Bot.</source> <volume>68</volume>, <fpage>2399</fpage>&#x2013;<lpage>2412</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/jxb/erx111</pub-id>
</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marin</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Jouannet</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Herz</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Lokerse</surname> <given-names>A. S.</given-names>
</name>
<name>
<surname>Weijers</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Vaucheret</surname> <given-names>H.</given-names>
</name>
<etal/>
</person-group>. (<year>2010</year>). <article-title>miR390, Arabidopsis TAS3 tasiRNAs, and their AUXIN RESPONSE FACTOR targets define an autoregulatory network quantitatively regulating lateral root growth</article-title>. <source>Plant Cell.</source> <volume>22</volume>, <fpage>1104</fpage>&#x2013;<lpage>1117</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1105/tpc.109.072553</pub-id>
</citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mei</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Wei</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Ai</surname> <given-names>W. F.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>L. J.</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>X. J.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Integrated RNA and miRNA sequencing analysis reveals a complex regulatory network of Magnolia sieboldii seed germination</article-title>. <source>Sci. Rep.</source> <volume>11</volume>, <fpage>10842</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-021-90270-y</pub-id>
</citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nanda</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Wan</surname> <given-names>P. J.</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>S. Y.</given-names>
</name>
<name>
<surname>Lai</surname> <given-names>F. X.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W. X.</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>Q.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Differential responses of <italic>OsMPKs</italic> in IR56 rice to two BPH populations of different virulence levels</article-title>. <source>Int. J. Mol. Sci.</source> <volume>19</volume>, <elocation-id>4030</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms19124030</pub-id>
</citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nanda</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>S. Y.</given-names>
</name>
<name>
<surname>Lai</surname> <given-names>F. X.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W. X.</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Wan</surname> <given-names>P. J.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Identification and analysis of miRNAs in IR56 rice in response to BPH infestations of different virulence levels</article-title>. <source>Sci. Rep.</source> <volume>10</volume>, <fpage>19093</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-020-76198-9</pub-id>
</citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Natarajan</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Kalsi</surname> <given-names>H. S.</given-names>
</name>
<name>
<surname>Godbole</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Malankar</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Thiagarayaselvam</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Siddappa</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>MiRNA160 is associated with local defense and systemic acquired resistance against Phytophthora infestans infection in potato</article-title>. <source>J. Exp. Bot.</source> <volume>69</volume>, <fpage>2023</fpage>&#x2013;<lpage>2036</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/jxb/ery025</pub-id>
</citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pachamuthu</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Hari Sundar</surname> <given-names>V.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Nitrate-dependent regulation of miR444-OsMADS27 signalling cascade controls root development in rice</article-title>. <source>J. Exp. Bot.</source> <volume>73</volume>, <fpage>3511</fpage>&#x2013;<lpage>3530</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/jxb/erac083</pub-id>
</citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pan</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y. Q.</given-names>
</name>
<name>
<surname>Ji</surname> <given-names>L. S.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>He</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Brassinosteroids mediate susceptibility to brown planthopper by integrating with the salicylic acid and jasmonic acid pathways in rice</article-title>. <source>J. Exp. Bot.</source> <volume>69</volume>, <fpage>4433</fpage>&#x2013;<lpage>4442</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/jxb/ery223</pub-id>
</citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Peng</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>H. Z.</given-names>
</name>
<name>
<surname>Qiao</surname> <given-names>M. M.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Y. F.</given-names>
</name>
<name>
<surname>Du</surname> <given-names>Y. X.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>Differentially expressed microRNA cohorts in seed development may contribute to poor grain filling of inferior spikelets in rice</article-title>. <source>BMC Plant Biol.</source> <volume>14</volume>, <elocation-id>196</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12870-014-0196-4</pub-id>
</citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Salvador-Guirao</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Hsing</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>San Segundo</surname> <given-names>B.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>The polycistronic miR166k-166h positively regulates rice immunity via post-transcriptional control of <italic>EIN2</italic>
</article-title>. <source>Front. Plant Sci.</source> <volume>9</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2018.00337</pub-id>
</citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sch&#xe4;fer</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Meza-Canales</surname> <given-names>I. D.</given-names>
</name>
<name>
<surname>Br&#xfc;tting</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Baldwin</surname> <given-names>I. T.</given-names>
</name>
<name>
<surname>Meldau</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Cytokinin concentrations and CHASE-DOMAIN CONTAINING HIS KINASE 2 (NaCHK2)- and NaCHK3-mediated perception modulate herbivory-induced defense signaling and defenses in <italic>Nicotiana attenuata</italic>
</article-title>. <source>New Phytol.</source> <volume>207</volume>, <fpage>645</fpage>&#x2013;<lpage>658</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/nph.13404</pub-id>
</citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schweizer</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Fern&#xe1;ndez-Calvo</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Zander</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Diez-Diaz</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Fonseca</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Glauser</surname> <given-names>G.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>
<italic>Arabidopsis</italic> basic helix-loop-helix transcription factors MYC2, MYC3, and MYC4 regulate glucosinolate biosynthesis, insect performance, and feeding behavior</article-title>. <source>Plant Cell.</source> <volume>25</volume>, <fpage>3117</fpage>&#x2013;<lpage>3132</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1105/tpc.113.115139</pub-id>
</citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sharma</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Tripathi</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Sanan-Mishra</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Profiling the expression domains of a rice-specific microRNA under stress</article-title>. <source>Front. Plant Sci.</source> <volume>6</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2015.00333</pub-id>
</citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname> <given-names>S. J.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>H. Y.</given-names>
</name>
<name>
<surname>Nie</surname> <given-names>L. Y.</given-names>
</name>
<name>
<surname>Tan</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Q.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>
<italic>Bph30</italic> confers resistance to brown planthopper by fortifying sclerenchyma in rice leaf sheaths</article-title>. <source>Mol. Plant</source> <volume>14</volume>, <fpage>1714</fpage>&#x2013;<lpage>1732</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.molp.2021.07.004</pub-id>
</citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname> <given-names>S. J.</given-names>
</name>
<name>
<surname>Zha</surname> <given-names>W. J.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>X.Y.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>S. H.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>H. S.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Integrated transcriptomics and metabolomics analysis provide insight into the resistance response of rice against brown planthopper</article-title>. <source>Front. Plant Sci.</source> <volume>14</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2023.1213257</pub-id>
</citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Simon</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>d&#x2019;Alencon</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Guy</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Jacquin-Joly</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Jaqui&#xe9;ry</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Nouhaud</surname> <given-names>P.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Genomics of adaptation to host-plants in herbivorous insects</article-title>. <source>Brief. Funct. Genomics</source> <volume>14</volume>, <fpage>413</fpage>&#x2013;<lpage>423</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/bfgp/elv015</pub-id>
</citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>Y. J.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>Z. Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>H. C.</given-names>
</name>
<name>
<surname>Miao</surname> <given-names>X.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>A novel transcriptional repressor complex MYB22-TOPLESS-HDAC1 promotes rice resistance to brown planthopper by repressing <italic>F3&#x2032;H</italic> expression</article-title>. <source>New Phytol.</source> <volume>239</volume>, <fpage>720</fpage>&#x2013;<lpage>738</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/nph.18958</pub-id>
</citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tan</surname> <given-names>J. Y.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>H. M.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L. L.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>R. Z.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>A combined microRNA and transcriptome analyses illuminates the resistance response of rice against brown planthopper</article-title>. <source>BMC Genom.</source> <volume>21</volume>, <fpage>144</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12864-020-6556-6</pub-id>
</citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thaler</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Humphrey</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Whiteman</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Evolution of jasmonate and salicylate signal crosstalk</article-title>. <source>Trends Plant Sci.</source> <volume>17</volume>, <fpage>260</fpage>&#x2013;<lpage>270</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.tplants.2012.02.010</pub-id>
</citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Volodarsky</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Leviatan</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Otcheretianski</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Fluhr</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>HORMONOMETER: a tool for discerning transcript signatures of hormone action in the Arabidopsis transcriptome</article-title>. <source>Plant Physiol.</source> <volume>150</volume>, <fpage>1796</fpage>&#x2013;<lpage>1805</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1104/pp.109.138289</pub-id>
</citation>
</ref>
<ref id="B73">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wan</surname> <given-names>P. J.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>R. N.</given-names>
</name>
<name>
<surname>Nanda</surname> <given-names>S.</given-names>
</name>
<name>
<surname>He</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>S. Y.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W. X.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Phenotypic and transcriptomic responses of two <italic>Nilaparvata lugens</italic> populations to the Mudgo rice containing</article-title>. <source>Bph1. Sci. Rep.</source> <volume>9</volume>, <fpage>14049</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-019-50632-z</pub-id>
</citation>
</ref>
<ref id="B74">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Cao</surname> <given-names>L. M.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y. X.</given-names>
</name>
<name>
<surname>Cao</surname> <given-names>C. X.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>F. K.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Map-based cloning and characterization of <italic>BPH29</italic>, a B3 domain-containing recessive gene conferring brown planthopper resistance in rice</article-title>. <source>J. Exp. Bot.</source> <volume>66</volume>, <fpage>6035</fpage>&#x2013;<lpage>6045</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/jxb/erv318</pub-id>
</citation>
</ref>
<ref id="B75">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Y. B.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>H. M.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>H. C.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Miao</surname> <given-names>X. X.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Identification of transcription factors potential related to brown planthopper resistance in rice via microarray expression profiling</article-title>. <source>BMC Genom.</source> <volume>13</volume>, <elocation-id>687</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/1471-2164-13-687</pub-id>
</citation>
</ref>
<ref id="B76">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>H. H.</given-names>
</name>
<name>
<surname>Hao</surname> <given-names>J. J.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>X. J.</given-names>
</name>
<name>
<surname>Hao</surname> <given-names>Z. N.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Lou</surname> <given-names>Y. G.</given-names>
</name>
<etal/>
</person-group>. (<year>2007</year>). <article-title>Overexpression of rice WRKY89 enhances ultraviolet B tolerance and disease resistance in rice plants</article-title>. <source>Plant Mol. Biol.</source> <volume>65</volume>, <fpage>799</fpage>&#x2013;<lpage>815</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11103-007-9244-x</pub-id>
</citation>
</ref>
<ref id="B77">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Y. Q.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Q. S.</given-names>
</name>
<name>
<surname>Du</surname> <given-names>L. X.</given-names>
</name>
<name>
<surname>Hallerman</surname> <given-names>E. M.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y. H.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Transcriptomic and metabolomic responses of rice plants to <italic>Cnaphalocrocis medinali</italic>s caterpillar infestation</article-title>. <source>Insects</source> <volume>11</volume>, <fpage>705</fpage>&#x2013;<lpage>705</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/insects11100705</pub-id>
</citation>
</ref>
<ref id="B78">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>H. Y.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>S. J.</given-names>
</name>
<name>
<surname>Hua</surname> <given-names>W.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Advances of herbivore-secreted elicitors and effectors in plant-insect interactions</article-title>. <source>Front. Plant Sci.</source> <volume>14</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2023.1176048</pub-id>
</citation>
</ref>
<ref id="B79">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Y. Y.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X. L.</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>H. Y.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>R. Z.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L. L.</given-names>
</name>
<name>
<surname>He</surname> <given-names>R. F.</given-names>
</name>
<etal/>
</person-group>. (<year>2008</year>). <article-title>Responses of two contrasting genotypes of rice to brown planthopper</article-title>. <source>Mol. Plant Microbe Interact.</source> <volume>21</volume>, <fpage>122</fpage>&#x2013;<lpage>132</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1094/MPMI-21-1-0122</pub-id>
</citation>
</ref>
<ref id="B80">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Lv</surname> <given-names>W. T.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Rao</surname> <given-names>W. W.</given-names>
</name>
<name>
<surname>Zeng</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L. L.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Identification and analysis of brown planthopper-responsive microRNAs in resistant and susceptible rice plants</article-title>. <source>Sci. Rep.</source> <volume>7</volume>, <fpage>8712</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-017-09143-y</pub-id>
</citation>
</ref>
<ref id="B81">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xiao</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Ao</surname> <given-names>Y. T.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>M. X.</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>G. J.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Q. L.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Development and evaluation of near-isogenic lines for brown planthopper resistance in rice cv. 9311</article-title>. <source>Sci. Rep.</source> <volume>6</volume>, <elocation-id>38159</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/srep38159</pub-id>
</citation>
</ref>
<ref id="B82">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X. J.</given-names>
</name>
<name>
<surname>Zu</surname> <given-names>H. Y.</given-names>
</name>
<name>
<surname>Zeng</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Baldwin</surname> <given-names>I. T.</given-names>
</name>
<name>
<surname>Lou</surname> <given-names>Y. G.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Molecular dissection of rice phytohormone signaling involved in resistance to a piercing-sucking herbivore</article-title>. <source>New Phytol.</source> <volume>230</volume>, <fpage>1639</fpage>&#x2013;<lpage>1652</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/nph.17251</pub-id>
</citation>
</ref>
<ref id="B83">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>H. Y.</given-names>
</name>
<name>
<surname>You</surname> <given-names>A. Q.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>Z. F.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>F. T.</given-names>
</name>
<name>
<surname>He</surname> <given-names>R. F.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L. L.</given-names>
</name>
<etal/>
</person-group>. (<year>2004</year>). <article-title>High-resolution genetic mapping at the <italic>BPH15</italic> locus for brown planthopper resistance in rice (<italic>Oryza sativa</italic> L.)</article-title>. <source>Theor. Appl. Genet.</source> <volume>110</volume>, <fpage>182</fpage>&#x2013;<lpage>191</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00122-004-1844-0</pub-id>
</citation>
</ref>
<ref id="B84">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yates</surname> <given-names>A. D.</given-names>
</name>
<name>
<surname>Michel</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Mechanisms of aphid adaptation to host plant resistance</article-title>. <source>Curr. Opin. Insect Sci.</source> <volume>26</volume>, <fpage>41</fpage>&#x2013;<lpage>49</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cois.2018.01.003</pub-id>
</citation>
</ref>
<ref id="B85">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ye</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>S. M.</given-names>
</name>
<name>
<surname>Xie</surname> <given-names>J. F.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y. F.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2012</year>). <article-title>Silencing <italic>COI1</italic> in rice increases susceptibility to chewing insects and impairs inducible defense</article-title>. <source>PloS One</source> <volume>7</volume>, <elocation-id>e36214</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0036214</pub-id>
</citation>
</ref>
<ref id="B86">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yuan</surname> <given-names>H. Y.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>X. P.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L. L.</given-names>
</name>
<name>
<surname>He</surname> <given-names>G. C.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Identification of genes responsive to brown planthopper <italic>Nilaparvata lugens</italic> St&#xe5;l (Homoptera: Delphacidae) feeding in rice</article-title>. <source>Planta</source> <volume>221</volume>, <fpage>105</fpage>&#x2013;<lpage>112</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00425-004-1422-3</pub-id>
</citation>
</ref>
<ref id="B87">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Bao</surname> <given-names>Y. L.</given-names>
</name>
<name>
<surname>Shan</surname> <given-names>D. Q.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Z. H.</given-names>
</name>
<name>
<surname>Song</surname> <given-names>X. N.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Z. Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>
<italic>Magnaporthe oryzae</italic> induces the expression of a microRNA to suppress the immune response in rice</article-title>. <source>Plant Physiol.</source> <volume>177</volume>, <fpage>352</fpage>&#x2013;<lpage>368</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1104/pp.17.01665</pub-id>
</citation>
</ref>
<ref id="B88">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Ding</surname> <given-names>Z. M.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>K. C.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>Z.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Suppression of jasmonic acid-mediated defense by viral-inducible microRNA319 facilitates virus infection in rice</article-title>. <source>Mol. Plant</source> <volume>9</volume>, <fpage>1302</fpage>&#x2013;<lpage>1314</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.molp.2016.06.014</pub-id>
</citation>
</ref>
<ref id="B89">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>D. M.</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>W. N.</given-names>
</name>
<name>
<surname>Du</surname> <given-names>H. Y.</given-names>
</name>
<name>
<surname>Qiu</surname> <given-names>Z. Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Cytokinin confers brown planthopper resistance by elevating jasmonic acid pathway in rice</article-title>. <source>Int. J. Mol. Sci.</source> <volume>23</volume>, <fpage>5946</fpage>&#x2013;<lpage>5946</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms23115946</pub-id>
</citation>
</ref>
<ref id="B90">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>S. H.</given-names>
</name>
<name>
<surname>Yue</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Sheng</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>Y. Z.</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>G. H.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>PASmiR: a literature-curated database for miRNA molecular regulation in plant response to abiotic stress</article-title>. <source>BMC Plant Biol.</source> <volume>13</volume>, <elocation-id>33</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/1471-2229-13-33</pub-id>
</citation>
</ref>
<ref id="B91">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>F. T.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L. L.</given-names>
</name>
<name>
<surname>He</surname> <given-names>G. C.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Differential gene expression in response to brown planthopper feeding in rice</article-title>. <source>J. Plant Physiol.</source> <volume>161</volume>, <fpage>53</fpage>&#x2013;<lpage>62</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1078/0176-1617-01179</pub-id>
</citation>
</ref>
<ref id="B92">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Z. Z.</given-names>
</name>
<name>
<surname>Jing</surname> <given-names>S. L.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Ouyang</surname> <given-names>Y. D.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Allelic diversity in an NLR gene <italic>BPH9</italic> enables rice to combat planthopper variation</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A.</source> <volume>113</volume>, <fpage>12850</fpage>&#x2013;<lpage>12855</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.1614862113</pub-id>
</citation>
</ref>
<ref id="B93">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>J. J.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y. H.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>S. X.</given-names>
</name>
<name>
<surname>Feng</surname> <given-names>X. C.</given-names>
</name>
<name>
<surname>Yan</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>The miR166 mediated regulatory module controls plant height by regulating gibberellic acid biosynthesis and catabolism in soybean</article-title>. <source>J. Integr. Plant Biol.</source> <volume>64</volume>, <fpage>995</fpage>&#x2013;<lpage>1006</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/jipb.13253</pub-id>
</citation>
</ref>
<ref id="B94">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>Y. F.</given-names>
</name>
<name>
<surname>Wen</surname> <given-names>H. L.</given-names>
</name>
<name>
<surname>Teotia</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Du</surname> <given-names>Y. X.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J. Z.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Suppression of microRNA159 impacts multiple agronomic traits in rice (<italic>Oryza sativa</italic> L.)</article-title>. <source>BMC Plant Biol.</source> <volume>17</volume>, <fpage>215</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12870-017-1171-7</pub-id>
</citation>
</ref>
<ref id="B95">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zheng</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>He</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Wan</surname> <given-names>P. J.</given-names>
</name>
<name>
<surname>Lai</surname> <given-names>F. X.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Y. Q.</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>J. J.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Virulence characteristics of <italic>Nilaparvata lugens</italic> (St&#xe5;l) reared on resistant rice variety IR56</article-title>. <source>Chin. J. Rice Sci.</source> <volume>30</volume>, <fpage>552</fpage>&#x2013;<lpage>558</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.16819/j.1001-7216.2016.6016</pub-id>
</citation>
</ref>
<ref id="B96">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zheng</surname> <given-names>X. H.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L. L.</given-names>
</name>
<name>
<surname>He</surname> <given-names>G. C.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Genetic and molecular understanding of host rice resistance and <italic>Nilaparvata lugens</italic> adaptation</article-title>. <source>Curr. Opin. Insect Sci.</source> <volume>45</volume>, <fpage>14</fpage>&#x2013;<lpage>20</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cois.2020.11.005</pub-id>
</citation>
</ref>
<ref id="B97">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>G. X.</given-names>
</name>
<name>
<surname>Qi</surname> <given-names>J. F.</given-names>
</name>
<name>
<surname>Ren</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Erb</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Mao</surname> <given-names>B. Z.</given-names>
</name>
<etal/>
</person-group>. (<year>2009</year>). <article-title>Silencing <italic>OsHI-LOX</italic> makes rice more susceptible to chewing herbivores, but enhances resistance to a phloem feeder</article-title>. <source>Plant J.</source> <volume>60</volume>, <fpage>638</fpage>&#x2013;<lpage>648</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-313X.2009.03988.x</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>