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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Sustain. Food Syst.</journal-id>
<journal-title>Frontiers in Sustainable Food Systems</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Sustain. Food Syst.</abbrev-journal-title>
<issn pub-type="epub">2571-581X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fsufs.2021.735893</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Sustainable Food Systems</subject>
<subj-group>
<subject>Data Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Transcriptome Analyses of Leaves Reveal That Hexanoic Acid Priming Differentially Regulate Gene Expression in Contrasting <italic>Coffea arabica</italic> Cultivars</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Budzinski</surname> <given-names>Ilara G. F.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/356053/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Camargo</surname> <given-names>Paula O.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Rosa</surname> <given-names>Raissa S.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Calzado</surname> <given-names>Nat&#x000E1;lia F.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Ivamoto-Suzuki</surname> <given-names>Suzana T.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1035397/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Domingues</surname> <given-names>Douglas S.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/356044/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Group of Genomics and Transcriptomes in Plants, Department of Biodiversity, Institute of Biosciences, UNESP, S&#x000E3;o Paulo State University</institution>, <addr-line>Rio Claro</addr-line>, <country>Brazil</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Agronomy, UEL, State University of Londrina</institution>, <addr-line>Londrina</addr-line>, <country>Brazil</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Pushp Sheel Shukla, Dalhousie University, Canada</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Rakesh Upadhyay, United States Department of Agriculture (USDA), United States; Marie-Christine Combes, Institut de recherche pour le D&#x000E9;veloppement, France</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Douglas S. Domingues <email>douglas.domingues&#x00040;unesp.br</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Crop Biology and Sustainability, a section of the journal Frontiers in Sustainable Food Systems</p></fn></author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>10</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>5</volume>
<elocation-id>735893</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>09</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Budzinski, Camargo, Rosa, Calzado, Ivamoto-Suzuki and Domingues.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Budzinski, Camargo, Rosa, Calzado, Ivamoto-Suzuki and Domingues</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>  <kwd-group>
<kwd>RNA-seq</kwd>
<kwd>hexanoic acid</kwd>
<kwd>priming</kwd>
<kwd>abiotic stress</kwd>
<kwd><italic>Coffea</italic></kwd>
</kwd-group>
<contract-sponsor id="cn001">Funda&#x000E7;&#x000E3;o de Amparo &#x000E0; Pesquisa do Estado de S&#x000E3;o Paulo<named-content content-type="fundref-id">10.13039/501100001807</named-content></contract-sponsor>
<contract-sponsor id="cn002">Coordena&#x000E7;&#x000E3;o de Aperfei&#x000E7;oamento de Pessoal de N&#x000ED;vel Superior<named-content content-type="fundref-id">10.13039/501100002322</named-content></contract-sponsor>
<contract-sponsor id="cn003">Conselho Nacional de Desenvolvimento Cient&#x000ED;fico e Tecnol&#x000F3;gico<named-content content-type="fundref-id">10.13039/501100003593</named-content></contract-sponsor>
<counts>
<fig-count count="0"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="14"/>
<page-count count="3"/>
<word-count count="2271"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Coffee (<italic>Coffea</italic> spp.) is one of the most important traded commodities in the international market [International Coffee Organization (ICO), <xref ref-type="bibr" rid="B8">2018</xref>]. <italic>C. arabica</italic>, the only allotetraploid species in the genus, is the most planted one. Despite its economic importance, evaluation of physiological changes taking account molecular responses to biostimulants are still scarce. When plants recognize potential biotic/abiotic challenges, they often switch to a primed state of enhanced defense. This mechanism enables plants to respond robustly after exposure to stress (Aranega-Bou et al., <xref ref-type="bibr" rid="B2">2014</xref>). The response of <italic>C. arabica</italic> plants to priming, in terms of transcriptional profiles, is a big gap in this area. Hexanoic acid (Hx) is a natural priming agent with proven efficiency in a wide range of host plants and pathogens (Llorens et al., <xref ref-type="bibr" rid="B10">2016</xref>), including coffee pathogens. In this study we aimed to investigate the effect of Hx priming in <italic>C. arabica</italic> leaves transcriptome. We hypothesize if Hx application could modulate genes related to defense responses, being a potential eliciting agent in <italic>C. arabica</italic>. To test this effect, we applied Hx in roots of two Brazilian <italic>C. arabica</italic> cultivars with distinct breeding histories and contrasting resistance to the major disease in Arabica coffee, coffee leaf rust. While Catuai Vermelho is among the most used cultivars in Brazil, but it is susceptible to leaf rust, Obat&#x000E3; is a moderately resistant cultivar (Del Grossi et al., <xref ref-type="bibr" rid="B6">2013</xref>). We performed transcriptome analysis of leaves. Reads were mapped to the <italic>C. arabica</italic> public genome and up to 94% of reads were mapped. Transcript expression level was quantified and differentially expressed genes (DEGs) were identified based on FPKM ratio and statistical analyses. A total of 57 and 63 DEGs were found in Catuai Vermelho and Obat&#x000E3;, respectively. Most DEGs correspond to upregulated genes in response to Hx, in both cultivars (86% Catuai Vermelho and 73% Obat&#x000E3;). Eight DEGs were found modulated in both cultivars, including ferredoxin-NADP reductase and phenylalanine ammonia-lyase. DEGs were functionally annotated through Blast2GO. Biological process and molecular function categorizations revealed that DEGs related to cellular, oxidation-reduction, organic substance and primary metabolic process, as well as transferase and ion binding activity might play a dominant role in the leaf response to priming. These data contribute to identify key genes differentially expressed in response to Hx as well as indicate pathways modulated by this eliciting agent.</p>
</sec>
<sec id="s2">
<title>Value of Data</title>
<list list-type="bullet">
<list-item><p>The species <italic>C. arabica</italic> is responsible for 60% of the world coffee production due to its fine flavor and aroma. Brazil is the largest producer and exporter of this commodity.</p></list-item>
<list-item><p>Hexanoic acid (Hx) is a priming agent which leads plant to a physiological state that enables them to respond more rapidly and/or robustly to biotic or abiotic stress scenario.</p></list-item>
<list-item><p>To date, there is no transcriptome analysis for <italic>C. arabica</italic> cultivars Catuai Vermlho and Obat&#x000E3; in response to the priming agent hexanoic acid (Hx) application.</p></list-item>
<list-item><p>These data will contribute to identify key genes differentially expressed in response to Hx application and it can also indicates which pathways are modulated by Hx.</p></list-item>
</list>
</sec>
<sec sec-type="materials and methods" id="s3">
<title>Materials and Methods</title>
<sec>
<title>Plant Material</title>
<p>Five-month-old plants of <italic>C. arabica</italic> cv. Catua&#x000ED; Vermelho IAC 144 and Obat&#x000E3; IAC 1669-20 (4&#x02013;5 leaf pairs) were used in this study. Plants were selected based on size uniformity and were transferred to pots containing 3 L of aerated nutrient solution (ANS), adapted from Clark (<xref ref-type="bibr" rid="B3">1975</xref>) by de Carvalho et al. (<xref ref-type="bibr" rid="B5">2013</xref>). The hexanoic acid experiment was carried out as described in Silva et al. (<xref ref-type="bibr" rid="B14">2020</xref>), under controlled temperature (23 &#x000B1; 2&#x000B0;C) and light/dark cycle (12/12 h, photosynthetically active photon flux density of &#x0007E;400 &#x003BC;mol.m<sup>&#x02212;2</sup>.s<sup>&#x02212;1</sup>). The following treatments were assessed: (a) ANS (control); (b) ANS &#x0002B; hexanoic acid (Merck, final concentration 0.55 mM) for 48 h. Plants were grown in 3 to 6 plastic pots in which three pots received each treatment. The experiments were repeated 3 times to obtain biological replicates. The potted plants were grouped in &#x0201C;pools&#x0201D; (made of 9&#x02013;18 plants), which were considered a biological replicate. Three biological replicates were used. The mature leaves of the middle third of the plants were collected within the 3rd hour of the light period and stored at &#x02212;80&#x000B0;C to further analyses.</p>
</sec>
<sec>
<title>Total RNA Extraction and Quality Control, Library Preparation, and RNA-Seq</title>
<p>Total RNA was extracted from leaves pools using the RNeasy Plant kit (Qiagen, Hilden, North Rhine-Westphalia, Germany). Total RNA samples were purified using the RNeasy Minielute Cleanup kit (Qiagen, Hilden, North Rhine-Westphalia, Germany). The purity of RNA was determined using a NanoDrop ND-100 spectrophotometer (Thermo Scientific, San Jose, CA, USA) and concentrations were obtained using Qubit fluorimeter (Thermo Fisher Scientific, Wilmington, DE, USA). Poly(A) RNA sequencing library was prepared following Illumina&#x00027;s TruSeq-stranded-mRNA sample preparation protocol (Illumina Technologies, SanDiego, CA). Paired-ended sequencing (2 X 150 bp) was performed on Illumina&#x00027;s NovaSeq 6000 sequencing system at LC Sciences (Houston, TX, USA). Data were deposited into the European Nucleotide Archive (ENA), submission <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ERA6282544">ERA6282544</ext-link> and in Zenodo (doi: 10.5281/zenodo.5517785).</p>
</sec>
<sec>
<title>RNA-Seq Analysis and Differential Transcript Abundance</title>
<p>Adaptor contamination, low quality bases and undetermined bases were removed by using Cutadapt (Martin, <xref ref-type="bibr" rid="B11">2011</xref>) and in house PERL scripts. Sequence quality was verified using FastQC (Andrews, <xref ref-type="bibr" rid="B1">2010</xref>). HISAT2 (Kim et al., <xref ref-type="bibr" rid="B9">2015</xref>) was used to map reads to the <italic>C. arabica</italic> genome (<ext-link ext-link-type="uri" xlink:href="ftp://ftp.ncbi.nlm.nih.gov/genomes/all/GCF/003/713/225/GCF_003713225.1_Cara_1.0/.Mapped">ftp://ftp.ncbi.nlm.nih.gov/genomes/all/GCF/003/713/225/GCF_003713225.1_Cara_1.0/.Mapped</ext-link>) reads were assembled using StringTie (Pertea et al., <xref ref-type="bibr" rid="B12">2015</xref>). <xref ref-type="table" rid="T1">Table 1</xref> shows the statistics of the transcriptome analysis. StringTie was also used to detect expression level for mRNAs by calculating FPKM. The differentially expressed genes (DEGs) were selected with log2 (fold change) &#x0003E;1 or log2 (fold change) &#x0003C; -1 and with statistical significance (<italic>p</italic> value &#x0003C; 0.05) by R package edgeR (Robinson et al., <xref ref-type="bibr" rid="B13">2010</xref>). A second analysis was done on the differentially expressed mRNAs and only the ones with FPKM (ratio) &#x02265; 2 or FPKM (ratio) &#x02264; &#x02212;2; coefficient of variation &#x02264; 30% and average FPKM &#x02265; 5. These genes are reported in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Statistics of <italic>C. arabica</italic> cv. Catuai Vermelho and Obat&#x000E3; RNA-seq analysis.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Cultivar/Treatment</bold></th>
<th valign="top" align="left"><bold>Raw reads</bold></th>
<th valign="top" align="left"><bold>Valid reads</bold></th>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="4"><bold>Pre-Assembly</bold></td>
</tr>
<tr>
<td valign="top" align="left"><italic>C. arabica</italic> cv. Catuai Control</td>
<td valign="top" align="left">151,526,548</td>
<td valign="top" align="left">116,851,828</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><italic>C. arabica</italic> cv. Catuai Hx</td>
<td valign="top" align="left">159,026,378</td>
<td valign="top" align="left">119,089,560</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><italic>C. arabica</italic> cv. Obat&#x000E3; Control</td>
<td valign="top" align="left">144,857,610</td>
<td valign="top" align="left">123,342,262</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><italic>C. arabica</italic> cv. Obat&#x000E3; Hx</td>
<td valign="top" align="left">142,817,402</td>
<td valign="top" align="left">124,659,366</td>
<td/>
</tr> <tr style="border-bottom: thin solid #000000;border-top: thin solid #000000;">
<td valign="top" align="left"><bold>Cultivar/Treatment</bold></td>
<td valign="top" align="left"><bold>Mapped reads</bold></td>
<td valign="top" align="left"><bold>Uniquely mapped reads</bold></td>
<td valign="top" align="left"><bold>Spliced reads</bold></td>
</tr> <tr>
<td valign="top" align="left" colspan="4"><bold>Post-Assembly</bold></td>
</tr>
<tr>
<td valign="top" align="left"><italic>C. arabica</italic> cv. Catuai Control</td>
<td valign="top" align="left">109,447,784</td>
<td valign="top" align="left">68,090,059</td>
<td valign="top" align="left">30,207,564</td>
</tr>
<tr>
<td valign="top" align="left"><italic>C. arabica</italic> cv. Catuai Hx</td>
<td valign="top" align="left">111,351,338</td>
<td valign="top" align="left">70,544,331</td>
<td valign="top" align="left">31,056,743</td>
</tr>
<tr>
<td valign="top" align="left"><italic>C. arabica</italic> cv. Obat&#x000E3; Control</td>
<td valign="top" align="left">114,541,061</td>
<td valign="top" align="left">64,917,974</td>
<td valign="top" align="left">32,597,596</td>
</tr>
<tr>
<td valign="top" align="left"><italic>C. arabica</italic> cv. Obat&#x000E3; Hx</td>
<td valign="top" align="left">113,645,733</td>
<td valign="top" align="left">62,705,577</td>
<td valign="top" align="left">31,283,461</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>DEGs Data Annotation and Gene Ontology (GO) Analysis</title>
<p>Sequence annotation and functional analysis were done for the DEGs by using <italic>Blast2GO</italic> (Conesa et al., <xref ref-type="bibr" rid="B4">2005</xref>), at the <italic>OmicsBox</italic> (G&#x000F6;tz et al., <xref ref-type="bibr" rid="B7">2008</xref>) platform. Sequences were annotated by blasting nucleotide sequences against the NCBI NR database (BLASTX, evalue &#x02264; 1.10<sup>&#x02212;5</sup>). A total of 57 and 63 DEGs were found in Catuai Vermelho and Obat&#x000E3;, respectively. Most DEGs correspond to upregulated genes in response to Hx, in both cultivars (86% Catuai Vermelho and 73% Obat&#x000E3;). Eight DEGs were commonly found in the Catuai Vermelho and Obat&#x000E3; cultivars (AAA-ATPase, auxin-induced protein (two transcripts), ferredoxin-NADP reductase, premnaspirodiene oxygenase-like, glutathionyl-hydroquinone reductase, flavonol 3-O-glucosyltransferase and phenylalanine ammonia-lyase). DEGs were analyzed by Gene Ontology and were functionally assigned to the relevant terms. Biological process and molecular function categorizations revealed that DEGs related to cellular, oxidation-reduction, organic substance, and primary metabolic process, as well as transferase and ion binding activity might play a dominant role in the leaf response to priming. Most of the DEGs have a role in plant defense, corroborating to our hypothesis. These data contribute to identify key genes differentially expressed in response to Hx as well as indicate pathways modulated by this eliciting agent.</p>
</sec>
</sec>
<sec sec-type="data-availability" id="s4">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: <ext-link ext-link-type="uri" xlink:href="https://www.ebi.ac.uk/ena">https://www.ebi.ac.uk/ena</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJEB39901">PRJEB39901</ext-link>, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.5517786">https://doi.org/10.5281/zenodo.5517786</ext-link>.</p>
</sec>
<sec id="s5">
<title>Author Contributions</title>
<p>DD conceived the idea and acquired funding. PC, RR, NC, and SI-S conducted the experiment. IB performed analysis on the data. IB and DD wrote the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="funding-information" id="s6">
<title>Funding</title>
<p>This research was funded by Funda&#x000E7;&#x000E3;o de Amparo &#x000E0; Pesquisa do Estado de S&#x000E3;o Paulo (FAPESP), grant number &#x00023;2016/10896-0. IB and NC were financed in part by the Brazilian Federal Agency for Support and Evaluation of Graduate Education (CAPES) &#x02013; Finance Code 001. IB acknowledge the scholarship granted from the Brazilian Federal Agency for Support and Evaluation of Graduate Education (CAPES), in the scope of the Program CAPES-PrInt, process number 88887.310463/2018-00, International Cooperation Project number 88887.512173/2020-00. SI-S acknowledges FAPESP for providing a post-doctoral fellowship, process number &#x00023;2017/01455-2. DD also acknowledges CNPq for a research productivity fellowship (process number &#x00023;312823/2019-3).</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s7">
<title>Publisher&#x00027;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec> </body>
<back>
<sec sec-type="supplementary-material" id="s8">
<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/fsufs.2021.735893/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fsufs.2021.735893/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.XLSX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>

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