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<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>
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</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2024.1385356</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Epigenetic regulation behind plant-microbe interactions</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>V&#xed;lchez</surname>
<given-names>Juan Ignacio</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/302714"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<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>Varotto</surname>
<given-names>Serena</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/15102"/>
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<contrib contrib-type="author">
<name>
<surname>Jung</surname>
<given-names>Ho Won</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/510630"/>
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<aff id="aff1">
<sup>1</sup>
<institution>iPlantMicro Lab, Instituto de Tecnologia Qu&#xed;mica e Biol&#xf3;gica (ITQB)-NOVA</institution>, <addr-line>Lisboa</addr-line>, <country>Portugal</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), Universit&#xe0; degli Studi di Padova</institution>, <addr-line>Legnaro</addr-line>, <country>Italy</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Molecular Genetics, Dong-A University</institution>, <addr-line>Busan</addr-line>, <country>Republic of Korea</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited and Reviewed by: Andrea Genre, University of Turin, Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Juan Ignacio V&#xed;lchez, <email xlink:href="mailto:nacho.vilchez@itqb.unl.pt">nacho.vilchez@itqb.unl.pt</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1385356</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>02</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 V&#xed;lchez, Varotto and Jung</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>V&#xed;lchez, Varotto and Jung</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>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/researchtopic/24665" ext-link-type="uri">Editorial on the Research Topic <article-title>Epigenetic regulation behind plant-microbe interactions</article-title>
</related-article>
<kwd-group>
<kwd>epigenetics</kwd>
<kwd>plant-microbe associations</kwd>
<kwd>DNA methylation</kwd>
<kwd>hyper/hypomethylated regions</kwd>
<kwd>bisulfite sequencing (BS-seq)</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="6"/>
<page-count count="3"/>
<word-count count="1174"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Symbiotic Interactions</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<p>Plant responses to their environment involve intricate and diverse genomic regulations at various levels. These responses can be modulated by the epigenetic status of different mechanisms. In recent years, numerous studies have linked DNA/RNA methylation [as linked gene 5-methylcytosine (<sup>5m</sup>C)], demethylation, and chromatin remodeling through acetylation, methylation, or ubiquitination with changes in plant responses to the diverse environment conditions. In this sense, interactions with microorganisms are one of the most significant triggers of plant responses (<xref ref-type="bibr" rid="B2">Chen et&#xa0;al., 2022</xref>). Previous research has reported significant alterations in the composition of plant-associated microbiomes when certain epigenetic regulatory mechanisms in plants are activated or repressed (<xref ref-type="bibr" rid="B3">Kaushal et&#xa0;al., 2021</xref>). These mechanisms can affect the timing of plant defense systems after pathogen infection and the recruitment of beneficial microorganisms from the environment to combat environmental stresses, among others. Notably, some of these mechanisms have been reported to prime responses for interactions and anticipate robust responses to similar situations in the future. Furthermore, these mechanisms can be inherited by subsequent generations through the transmission of modification patterns. Similarly, microorganisms also employ specific epigenetic regulatory mechanisms to interact with plants. The aim of this Research Topic was to investigate and compile the most recent approaches to epigenetic regulation within the context of plant-microorganism interactions.</p>
<p>The studies included in this Research Topic demonstrate the significance of evaluating the methylation patterns as a key approach for assessing epigenetic regulation in plant-microbe interactions (<xref ref-type="bibr" rid="B2">Chen et&#xa0;al., 2022</xref>). <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2023.1181039">Agius et al.</ext-link> highlighted through a review the importance of examining DNA methylation in relation to growth, development, stress response, and adaptability in various plant species. By understanding the methylation status of plants in response to different events, researchers can develop strategies to enhance their productivity and stress tolerance. A range of techniques, such as bisulfite sequencing, methylation-sensitive amplified polymorphism, genome-wide DNA methylation analysis, methylated DNA immunoprecipitation sequencing, and reduced representation bisulfite sequencing, can serve as both a starting point and a multidisciplinary methodology for evaluating the impact of interactions on methylome regulation. However, the success of the analysis ultimately depends on a comprehensive understanding of each technique and its appropriate application. In cases where microbial interactions affect other aspects such as chromatin remodeling, which may be reflected in the methylome, different approaches and methodologies may be required (<xref ref-type="bibr" rid="B6">Zhu et&#xa0;al., 2016</xref>).</p>
<p>The investigation of defensive mechanisms against pathogens employed by plants in the field of epigenetics is among the most intriguing research areas. Here, the employment of mutants that pertain to epigenetic regulation has demonstrated to be a highly effective means of elucidating the underlying mechanisms of plant-microorganism interactions. Previous studies have utilized these mutants to investigate modifications in root exudates and the selective beneficial bacteria recruitment processes in <italic>repressor of silencing 1</italic> (<italic>ros1</italic>) mutants (<xref ref-type="bibr" rid="B5">V&#xed;lchez et&#xa0;al., 2020</xref>), as well as the role of <italic>increase in bonsai methylation 1</italic> (<italic>ibm1</italic>) mutants in assessing autoimmunity and shaping the root microbiome (<xref ref-type="bibr" rid="B4">Lv et&#xa0;al., 2022</xref>). In their study, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.814465">Sun et al.</ext-link> used lesion mimic mutants as the primary technique to better understand plant-microbe interactions and the immune response of plants. They utilized the <italic>lesion mimic phenotype1-1</italic> (<italic>lmp1-1</italic>) mutant to demonstrate that the defense mechanism was activated, particularly through the activation of the phenylalanine ammonia lyase (PAL) pathway, which resulted in the accumulation of salicylic acid (SA). This gene is related to H2B deubiquitination mechanisms, which are thought to regulate the immune response by modifying the SA biosynthesis pathway in rice. This research provides a novel approach to understanding the mechanisms of the plant immune response to pathogenic microorganisms.</p>
<p>Another method, in this case for exploring mutualistic plant-microorganism interactions, was presented by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2023.1258100">Forte et&#xa0;al.</ext-link> in this Research Topic. This study utilized reduced representation bisulfite sequencing (epiGBS) to examine the influence of the mutualistic strain <italic>Epichlo&#xeb;</italic> sp. LpTG-3 strain AR37 on the methylome of <italic>Lolium perenne</italic>. Results indicated that the presence of this fungal strain led to decreased DNA methylation, a phenomenon known as hypomethylation, across various genomic features. This hypomethylation was consistent in grass species across generations. This observation suggests that factors such as the duration of the interaction between host and mutualist, and the accumulation of genetic and epigenetic changes over time may be linked to the host plant&#x2019;s genome hypomethylation.</p>
<p>There are also reported different cases beyond the study of the impact of bacteria or fungi on epigenetic regulation in plants, as in the case of the study by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2023.1258023">Tselika et&#xa0;al.</ext-link> These authors conducted a study in which they analyzed plants infected with viroids and assessed RNA-directed DNA methylation (RdDM) to understand the origin of certain phenotypes in plants. They used <italic>Nicotiana benthamiana</italic> as model plant and discovered that the potato spindle tuber viroid (PSTVd) allowed them to identify endogenous gene promoters and transposable elements targeted by 24 nt host siRNAs that differentially accumulated in PSTVd-infected and healthy plants. These targets were evaluated for their methylation status using digested genomic material with methylation-sensitive restriction enzymes coupled to a polymerase chain reaction (PCR), in this case CHOP-PCR. These methods are critical in studies of this type and allow for the evaluation of an additional layer of complexity in plant-microorganism regulation. Babu and collaborators also found effects on methylation caused by viruses through this approach (<xref ref-type="bibr" rid="B1">Babu et&#xa0;al., 2018</xref>). In addition, the authors supported their research with Methylation Sensitive Amplification Polymorphism (MSAP) followed by sequencing (MSAP-seq) to examine genomic DNA methylation of 5-methylcytosine (<sup>5m</sup>C) in CG sites upon viroid infection (complemented with bisulfite sequencing). This allowed them to obtain a high-resolution view of host epigenetic regulation under this type of interaction and identify several target loci differentially methylated upon PSTVd infection.</p>
<p>The kind of works we mentioned above highlights the need for an improved resolution of results when several approaches are included in the design. In their collaboration on this Research Topic, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2023.1122397">Jahed and Hirst</ext-link> investigated this the multidisciplinary approach to evaluate the epigenetic regulation in fruit growth and development. The intricate regulatory mechanism that governs fruit growth involves a series of events that occur over a growing season, making it imperative to approach the study from a multidisciplinary perspective and employ an analysis methodology that accounts for its unique characteristics. To address this challenge, the authors advocated for the use of high-throughput sequencing technology as a foundation and combining it with the resolution provided by techniques such as phenotyping. By adopting this approach, several studies in the past decade have successfully established direct connections between epigenetic regulation and fruit size, as well as uncovered evolutionary aspects of related domestication processes. Although this method allows for greater resolution in discovering new mechanisms of plant-microorganism interactions, the authors emphasized that is crucial to develop statistical and computational methods to enhance the analysis capacity, taking into account the complexity of each strategy and methodology involved.</p>
<sec id="s1" sec-type="author-contributions">
<title>Author contributions</title>
<p>JIV: Conceptualization, Formal analysis, Funding acquisition, Resources, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. SV: Conceptualization, Writing &#x2013; review &amp; editing. HJ: Conceptualization, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>The authors of this editorial would like to thank the authors who collaborated on this Research Topic. JIV wants to thank for their support and advice to M. Margarida Oliveira and to the members of the Research in the laboratory of Plant-Microbiome Interactions (iPlantMicro Lab), as well as to the R&amp;D Unit &#x201c;GREEN-IT&#x2014;Bioresources for Sustainability&#x201d; (UIDB/04551/2020 and UIDP/04551/2020), Portugal.</p>
</ack>
<sec id="s2" 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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec id="s3" 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>
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