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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2023.1267399</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>Mapping of the gene in tomato conferring resistance to root-knot nematodes at high soil temperature</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Devran</surname><given-names>Z&#xfc;beyir</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>*</sup></xref>
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<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>&#xd6;zalp</surname><given-names>Tevfik</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Studholme</surname><given-names>David J.</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>T&#xf6;r</surname><given-names>Mahmut</given-names>
</name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>*</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Plant Protection, Faculty of Agriculture Akdeniz University</institution>, <addr-line>Antalya</addr-line>, <country>T&#xfc;rkiye</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Entomology, Directorate of Plant Protection Research Institute</institution>, <addr-line>Bornova, &#x130;zmir</addr-line>, <country>T&#xfc;rkiye</country></aff>
<aff id="aff3"><sup>3</sup><institution>Biosciences, University of Exeter</institution>, <addr-line>Exeter</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Biological Sciences, School of Science and the Environment, University of Worcester</institution>, <addr-line>Worcester</addr-line>, <country>United Kingdom</country></aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Shiming Liu, Chinese Academy of Agricultural Sciences, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Juan Emilio Palomares-Rius, Spanish National Research Council (CSIC), Spain; Yingpeng Han, Northeast Agricultural University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Z&#xfc;beyir Devran, <email xlink:href="mailto:zdevran@akdeniz.edu.tr">zdevran@akdeniz.edu.tr</email>; Mahmut T&#xf6;r, <email xlink:href="mailto:m.tor@worc.ac.uk">m.tor@worc.ac.uk</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>&#x2020;ORCID: Z&#xfc;beyir Devran, <uri xlink:href="https://orcid.org/0000-0001-7150-284X">orcid.org/0000-0001-7150-284X</uri>; Tevfik &#xd6;zalp, <uri xlink:href="https://orcid.org/0000-0003-1620-9020">orcid.org/0000-0003-1620-9020</uri>; David J. Studholme, <uri xlink:href="https://orcid.org/0000-0002-3010-6637">orcid.org/0000-0002-3010-6637</uri>; Mahmut T&#xf6;r, <uri xlink:href="https://orcid.org/0000-0002-4416-5048">orcid.org/0000-0002-4416-5048</uri>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>10</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1267399</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>07</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Devran, &#xd6;zalp, Studholme and T&#xf6;r</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Devran, &#xd6;zalp, Studholme and T&#xf6;r</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Root-knot nematodes (RKNs, <italic>Meloidogyne</italic> spp.) can cause severe yield losses in tomatoes. The <italic>Mi-1.2</italic> gene in tomato confers resistance to the <italic>Meloidogyne</italic> species <italic>M. incognita</italic>, <italic>M. arenaria</italic> and <italic>M. javanica</italic>, which are prevalent in tomato growing areas. However, this resistance breaks down at high soil temperatures (&gt;28&#xb0;C). Therefore, it is imperative that new resistance sources are identified and incorporated into commercial breeding programmes. We identified a tomato line, MT12, that does not have <italic>Mi-1.2</italic> but provides resistance to <italic>M. incognita</italic> at 32&#xb0;C soil temperature. An F<sub>2</sub> mapping population was generated by crossing the resistant line with a susceptible line, MT17; the segregation ratio showed that the resistance is conferred by a single dominant gene, designated <italic>RRKN1</italic> (<italic>Resistance to Root-Knot Nematode 1</italic>). The <italic>RRKN1</italic> gene was mapped using 111 Kompetitive Allele Specific PCR (KASP) markers and characterized. Linkage analysis showed that <italic>RRKN1</italic> is located on chromosome 6 and flanking markers placed the locus within a 270 kb interval. These newly developed markers can help pyramiding <italic>R</italic>-genes and generating new tomato varieties resistant to RKNs at high soil temperatures.</p>
</abstract>
<kwd-group>
<kwd>high soil temperature</kwd>
<kwd>gene mapping</kwd>
<kwd><italic>Meloidogyne incognita</italic>
</kwd>
<kwd><italic>RRKN1</italic>
</kwd>
<kwd>SNP</kwd>
</kwd-group>
<contract-num rid="cn001">119O412</contract-num>
<contract-sponsor id="cn001">T&#xfc;rkiye Bilimsel ve Teknolojik Ara&#x15f;t&#x131;rma Kurumu<named-content content-type="fundref-id">10.13039/501100004410</named-content>
</contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="53"/>
<page-count count="10"/>
<word-count count="5426"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Pathogen Interactions</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Tomato (<italic>Solanum lycopersicum</italic>) is an economically important vegetable crop grown in regions with warm and temperate climates. Root-knot nematodes (RKNs) are one of the most important pests of tomato plants and are obligate endoparasites that can cause galls on the roots of the plant they feed on and restrict the uptake of water and nutrients from the vascular bundles. Therefore, they cause a decrease in yield and quality (<xref ref-type="bibr" rid="B50">Williamson and Hussey, 1996</xref>).</p>
<p>Management methods for RKNs include crop rotation with resistant varieties or less- susceptible crops (<xref ref-type="bibr" rid="B40">Talavera et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B1">Abd-Elgawad, 2022</xref>), cultural and tillage practices (<xref ref-type="bibr" rid="B26">Marquez and Hajihassani, 2023</xref>), microbial biocontrol agents (<xref ref-type="bibr" rid="B17">Hashem and Abo-Elyousr, 2011</xref>) and nematicides (<xref ref-type="bibr" rid="B34">Rawal, 2020</xref>; <xref ref-type="bibr" rid="B33">Phani et&#xa0;al., 2021</xref>). Using resistant varieties is one of the most common and successful control methods today due to their lack of residue, ease of application and environmental friendliness (<xref ref-type="bibr" rid="B10">Devran and S&#xf6;&#x11f;&#xfc;t, 2010</xref>). Plant disease resistance genes have been classified into eight major families based on their amino acid motif organization and their membrane spanning domains (<xref ref-type="bibr" rid="B16">Gururani et&#xa0;al., 2012</xref>). The majority of resistance genes encode proteins belonging to the toll/interleukin1 receptor (TIR) &#x2013; nucleotide binding site &#x2013; leucine-rich repeat (TIR-NBS-LRR) or intracellular coiled coil (CC) &#x2013;nucleotide binding site &#x2013; leucine-rich repeat (CC-NBS-LRR, <xref ref-type="bibr" rid="B27">Mchale et&#xa0;al., 2006</xref>), which are now called NLRs (<xref ref-type="bibr" rid="B3">Barragan and Weigel, 2021</xref>). The <italic>Mi-1.2</italic> gene encodes a CC-NLR protein (<xref ref-type="bibr" rid="B29">Milligan et&#xa0;al., 1998</xref>) and provides effective protection against <italic>Meloidogyne incognita</italic>, <italic>M. javanica</italic> and <italic>M. arenaria</italic>, which are commonly present in tomato growing areas (<xref ref-type="bibr" rid="B36">Roberts and Thomason, 1986</xref>). However, the <italic>Mi-1.2</italic> gene loses its effect at high soil temperatures and the resistance breaks down (<xref ref-type="bibr" rid="B11">Dropkin, 1969</xref>; <xref ref-type="bibr" rid="B32">&#xd6;zalp and Devran, 2018</xref>). Especially in hot climates, the increase in soil temperatures in summer plantings creates problems for growers using tomato varieties carrying the <italic>Mi-1.2</italic> gene. This climate-derived condition severely limits the use of resistant tomato cultivars carrying the <italic>Mi-1.2</italic> gene. Therefore, it is imperative to identify new resistance gene(s) for the sustainability of resistance against RKN. Gene(s) conferring resistance at high soil temperature may allow earlier planting and prolong the growing period in hot climates regions. Therefore, researchers have identified new resistance genes from <italic>Mi-2</italic> to <italic>Mi-9</italic>. Among these genes, <italic>Mi-2</italic>, <italic>Mi-3</italic>, <italic>Mi-4</italic>, <italic>Mi-5</italic>, <italic>Mi-6</italic> and <italic>Mi-9</italic> were found to be effective at high soil temperatures (<xref ref-type="bibr" rid="B4">Cap et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B52">Yaghoobi et&#xa0;al., 1995</xref>; <xref ref-type="bibr" rid="B43">Veremis and Roberts, 1996a</xref>; <xref ref-type="bibr" rid="B44">Veremis and Roberts, 1996b</xref>; <xref ref-type="bibr" rid="B46">Veremis et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B2">Ammiraju et&#xa0;al., 2003</xref>). Of these genes, <italic>Mi-2</italic> and <italic>Mi-4</italic> have not yet been mapped; <italic>Mi-3</italic> and <italic>Mi-5</italic> have been mapped to chromosome 12 (<xref ref-type="bibr" rid="B52">Yaghoobi et&#xa0;al., 1995</xref>; <xref ref-type="bibr" rid="B2">Ammiraju et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B19">Jablonska et&#xa0;al., 2007</xref>), while <italic>Mi-1</italic>, <italic>Mi-6</italic> and <italic>Mi-9</italic> have been mapped to chromosome 6 (<xref ref-type="bibr" rid="B44">Veremis and Roberts, 1996b</xref>; <xref ref-type="bibr" rid="B23">Kaloshian et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B29">Milligan et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B2">Ammiraju et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B19">Jablonska et&#xa0;al., 2007</xref>). Gene <italic>Mi-3</italic> additionally provides resistance against <italic>Mi-1.2</italic>-virulent RKN populations (<xref ref-type="bibr" rid="B52">Yaghoobi et&#xa0;al., 1995</xref>), while <italic>Mi-6</italic> and <italic>Mi-9</italic> are susceptible to <italic>Mi-1.2</italic>-virulent RKN populations (<xref ref-type="bibr" rid="B44">Veremis and Roberts, 1996b</xref>; <xref ref-type="bibr" rid="B45">Veremis and Roberts, 2000</xref>). Apart from these genes, <italic>Mi-HT</italic> provides durable resistance at high temperatures and shows homology to <italic>Mi-1.2</italic> and <italic>Mi-9</italic> (<xref ref-type="bibr" rid="B51">Wu et&#xa0;al., 2009</xref>). However, it is not known whether <italic>Mi-HT</italic> is a different gene from <italic>Mi-9</italic> (<xref ref-type="bibr" rid="B48">Wang et&#xa0;al., 2013</xref>). The <italic>Mi-9</italic> gene was recently characterized and cloned by <xref ref-type="bibr" rid="B20">Jiang et&#xa0;al. (2023)</xref> using a chromosome-scale genome assembly of <italic>Solanum arcanum</italic> LA2157. Seven candidate genes were determined using comparative genomic studies and markers shown to be linked to the <italic>Mi-9</italic> gene. Transcriptomics demonstrated that five of the seven candidate genes were expressed in root tissues. Cloning of the <italic>Mi-9</italic> gene was confirmed by silencing candidate genes and investigating the resistance performance of plants obtained. In addition, <italic>Mi-9</italic> was transformed into susceptible tomato lines and was demonstrated to confirm resistance to RKN at high soil temperature (<xref ref-type="bibr" rid="B20">Jiang et&#xa0;al., 2023</xref>). Previously, we investigated the response of the <italic>Mi-1.2</italic> gene at high soil temperatures and observed that the resistance provided by the <italic>Mi-1.2</italic> gene broke down in plants exposed to 32&#xb0;C soil temperature for 48 hours or longer (<xref ref-type="bibr" rid="B32">&#xd6;zalp and Devran, 2018</xref>). We then proceeded to investigate the response of the identified tomato line along with the other tomato lines at high soil temperature. In this study, we determined that the tomato line MT12 confers resistance to the RKN, and the durability provided was heat stable. Thus, we focused our further studies on this line. We used next generation sequencing (NGS) technology to map this new gene in MT12 designated <italic>RRKN1</italic> (<italic>Resistance to Root-Knot Nematode 1</italic>), and identified the genomic interval on the chromosome 6 for the <italic>RRKN1</italic> using Kompetitive Allele Specific PCR (KASP) markers.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Plant materials</title>
<p>The parental genotypes MT12 and MT17 were obtained from tomato genetic resources of Multi Tohum (Antalya, Turkey). The tomato line MT12 was used as a resistance source in this study. There is not much information about the genetic background of this genotype. MT17 is a susceptible parent obtained from female (<italic>Solanum lycopersicum</italic> X <italic>S. hirsutum</italic>) and male (<italic>Solanum lycopersicum</italic> X <italic>Solanum pimpinellifolium</italic>). Tomato cultivars Seval F<sub>1</sub> carrying <italic>Mi-1.2</italic> gene and susceptible Tueza F<sub>1</sub> (Multi Tohum, Antalya, Turkey) were used as controls in the experiments. The presence or absence of <italic>Mi-1.2</italic> gene in all tomato plants was confirmed using Mi23 primer set (<xref ref-type="bibr" rid="B38">Seah et&#xa0;al., 2007</xref>) (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure 1</bold></xref>).</p>
</sec>
<sec id="s2_2">
<title>Nematode isolates</title>
<p>Two avirulent isolates of <italic>M. incognita</italic>, S6 and K7, were used in the experiment to investigate the response of the MT12 at a high temperature (<xref ref-type="bibr" rid="B9">Devran and Sogut, 2009</xref>). All isolates used have been continued as pure nematode cultures since 2008 in Devran laboratory. The responses of MT12 to <italic>Mi-1.2</italic> natural virulent populations V12 and V21 of <italic>M. incognita</italic> were also investigated. Only the <italic>M. incognita</italic> avirulent S6 isolate was used in the mapping and inheritance studies of <italic>RRKN1.</italic>
</p>
<p>Avirulent isolates were multiplied on susceptible tomato cultivar Tueza F<sub>1</sub>, while <italic>Mi-1.2</italic> natural virulent isolates were multiplied on resistant tomato cultivar Seval F<sub>1</sub> containing the <italic>Mi-1.2</italic> gene to maintain their virulence in a growth chamber at 25&#xb0;C &#xb1; 0.5 with a 16:8 hours photoperiod (light: dark) and 65 &#xb1; 5% relative humidity. Sixty days after inoculation the plants were removed, and the plant roots were washed with water. Egg masses were collected from the root using a small needle and placed in centrifuge tubes (<xref ref-type="bibr" rid="B32">&#xd6;zalp and Devran, 2018</xref>). They were then stored at 4&#xb0;C until inoculation.</p>
</sec>
<sec id="s2_3">
<title>Testing plant lines with nematode</title>
<p>Tomato seeds were sown in vials including vermiculite, perlite, and peat (v:v:v: 1:1:1) and maintained in a seedling facility. Seedlings with four true leaves were transplanted into 250 ml plastic pots including sterilized sandy soil and were kept in the growth chamber at 25&#xb0;C for a week to ensure root development. For the tests to be carried out at high temperature, the pots were transferred to a growth chamber at 32&#xb0;C. Soil temperature was monitored with the probes placed in pots and nematodes were inoculated when the soil temperature reached 32&#xb0;C. Seedlings were exposed to soil temperatures at 32&#xb0;C for 7 days.</p>
<p>For nematode inoculation, egg masses were placed in a sieve and fresh second stage juveniles (J2s) from hatched eggs were collected and counted under a light microscope and diluted to 1000 J2s/ml. A total of 1000 J2s were inoculated into two holes (0.5 ml of water per hole) near the stem of each plant. The procedure was performed according to former studies (<xref ref-type="bibr" rid="B31">&#xd6;&#xe7;al et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B30">Nas et&#xa0;al., 2023</xref>). After seven days, the plants were transferred to a growth chamber at 25&#xb0;C &#xb1; 0.5 with a 16:8 hours photoperiod (light: dark) and 65 &#xb1; 5% relative humidity until the end of the experiment.</p>
</sec>
<sec id="s2_4">
<title>Investigating MT12 response to avirulent and <italic>Mi-1.2</italic> natural virulent isolates at high soil temperature</title>
<p>To observe the response of the MT12 tomato line to nematode isolates at a high temperature, an experiment was conducted under 25&#xb0;C and 32&#xb0;C soil temperature conditions. For this purpose, avirulent <italic>M. incognita</italic> isolates K7 and S6 were used for the inoculation of plants. Besides resistant source MT12, susceptible tomato cultivar Tueza F<sub>1</sub> and resistant tomato cultivar Seval F<sub>1</sub> were used as control plants in the experiment.</p>
<p>To observe the response of the MT12 tomato cultivar to <italic>Mi-1.2</italic> natural virulent <italic>M. incognita</italic> isolates, an experiment was conducted under 25&#xb0;C soil temperature conditions. For this purpose, <italic>Mi-1.2</italic> natural virulent <italic>M. incognita</italic> isolates V12 and V21 were used for the inoculation of plants.</p>
<p>Both experiments were performed as described above for testing plant lines. The experiments were carried out as five replicates and two repeats according to the completely randomized design.</p>
</sec>
<sec id="s2_5">
<title>Inheritance and mapping population</title>
<p>A cross between the resistant and susceptible parent lines MT12 and MT17, respectively, was generated and the F<sub>1</sub> line was obtained. An F<sub>2</sub> mapping population was generated by selfing the F<sub>1</sub> line. A total of 130 F<sub>2</sub> seeds were obtained from a single F<sub>1</sub> tomato plant and were used in the phenotyping and genotyping experiments.</p>
</sec>
<sec id="s2_6">
<title>Data evaluation and statistics</title>
<p>Plants were uprooted sixty days post inoculation (dpi) and the roots were washed under the tap water. The roots were then stained with Ploxine B, and the galls and egg masses were counted and recorded (<xref ref-type="bibr" rid="B31">&#xd6;&#xe7;al et&#xa0;al., 2018</xref>). Egg masses and galls in the roots of the plants were counted under a light microscope.</p>
<p>Plants in mapping population were classified as resistant if the individual root system had less than 25 egg masses, or susceptible if the individual root system had 25 or more egg masses (<xref ref-type="bibr" rid="B46">Veremis et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B2">Ammiraju et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B48">Wang et&#xa0;al., 2013</xref>).</p>
<p>Data were analyzed by analysis of variance (ANOVA). Differences among means were examined using the Tukey multiple comparison test. Chi-square tests for specific proportions for goodness of fit were carried out using the PROC FREQ function. All statistical analysis was performed using with the SAS statistical program (v. 9.0 for Windows; SAS Institute Inc., Cary, NC, USA).</p>
</sec>
<sec id="s2_7">
<title>DNA isolation</title>
<p>Genomic DNA was extracted from young leaves collected from parental lines and F<sub>2</sub> plants using the Wizard Magnetic Kit (Promega) following the manufacturer&#x2019;s instructions. DNA was then run on an agarose gel and checked for degradation or their high molecular weight. The quality control (QC) of the DNA was determined by Novogene UK (Cambridge, United Kingdom) before proceeding to the sequencing.</p>
</sec>
<sec id="s2_8">
<title>Genome sequencing</title>
<p>The sequencing has been carried out by Novogene UK (Cambridge, United Kingdom), generating 150 bp paired-end read data for each parent line (resistant and susceptible) with NovaSeq 6000.</p>
</sec>
<sec id="s2_9">
<title>Bioinformatics and NGS analysis</title>
<p>As previously described (<xref ref-type="bibr" rid="B21">Kahveci et&#xa0;al., 2021</xref>), we took the NGS analysis approach and trimmed the raw reads using BBDuk (filterk=27, trimk=27; <ext-link ext-link-type="uri" xlink:href="https://sourceforge.net/projects/bbmap/">https://sourceforge.net/projects/bbmap/</ext-link>) to remove Illumina adapters and to quality-trim both ends to Q12. Trimmed sequences from parental lines were then mapped onto chromosomes 1 &#x2013; 12 of the SL3.1 version of the available reference tomato genome (<italic>S. lycopersicum</italic> cultivar Heinz 1706, GenBank: GCA_000188115.4) using BBMap (<ext-link ext-link-type="uri" xlink:href="https://sourceforge.net/projects/bbmap/">https://sourceforge.net/projects/bbmap/</ext-link>) and the alignment data were converted to the BAM format (<xref ref-type="bibr" rid="B25">Li et&#xa0;al., 2009</xref>). The variant detection was performed using BCFtools (<xref ref-type="bibr" rid="B25">Li et&#xa0;al., 2009</xref>) and SNPsFromPileups (<ext-link ext-link-type="uri" xlink:href="https://github.com/davidjstudholme/SNPsFromPileups">https://github.com/davidjstudholme/SNPsFromPileups</ext-link>) as previously described (<xref ref-type="bibr" rid="B7">Devran et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B21">Kahveci et&#xa0;al., 2021</xref>). Integrative Genomics Viewer (IGV) was used to visualize the alignment results (<xref ref-type="bibr" rid="B37">Robinson et&#xa0;al., 2011</xref>). We used the Solanaceae Genomics Network web portal (<xref ref-type="bibr" rid="B14">Fernandez-Pozo et&#xa0;al., 2015</xref>) to browse and visualize the tomato genomic interval and identify the genes contained therein.</p>
</sec>
<sec id="s2_10">
<title>Strategies for mapping the <italic>RRKN1</italic> gene</title>
<p>At the beginning of the study, there was no information on the location of the <italic>RRKN1</italic> gene. Therefore, we used three different strategies to determine the <italic>RRKN1</italic> locus.</p>
<sec id="s2_10_1">
<title>Strategy 1: focusing on chromosome 6</title>
<p>Previous studies reported that some genes providing resistance to RKNs in tomatoes are located on chromosome 6 (<xref ref-type="bibr" rid="B29">Milligan et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B19">Jablonska et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B12">Du et&#xa0;al., 2020</xref>). Therefore, initially, we focused on this chromosome. We selected 55 SNPs from the SolCap Tomato Genotyping Panel (<ext-link ext-link-type="uri" xlink:href="https://www.biosearchtech.com">https://www.biosearchtech.com</ext-link>) on chromosome 6, nine of which were polymorphic between parental lines (<xref ref-type="supplementary-material" rid="ST1"><bold>Supplementary Table 1</bold></xref>).</p>
</sec>
<sec id="s2_10_2">
<title>Strategy 2: global mapping</title>
<p>Analysis of the genomic sequences of our parental lines identified 34 new SNPs, distributed over 10 chromosomes (<xref ref-type="supplementary-material" rid="ST2"><bold>Supplementary Table 2</bold></xref>). Single-nucleotide differences among parents were visually inspected using IGV. In determining the number of primers to represent each chromosome, we considered the length of each chromosome in the reference genome of the tomato.</p>
</sec>
<sec id="s2_10_3">
<title>Strategy 3: information-led mapping</title>
<p>Since the data obtained from the first and second strategies provided information that the gene is most likely to be located on chromosome 6, we focused on this chromosome. Thus, genome sequences belonging to the parents were compared with the reference genome in the IGV and 17 new further SNPs were taken towards marker development and fine mapping (<xref ref-type="supplementary-material" rid="ST2"><bold>Supplementary Table 2</bold></xref>).</p>
<p>For all three strategies, initially identified SNPs were used to detect polymorphisms between parental lines and then polymorphic markers were used to screen mapping population.</p>
</sec>
</sec>
<sec id="s2_11">
<title>Development of KASP markers for <italic>RRKN1</italic> gene</title>
<p>Genomic sequences flanking and including SNPs were determined using Geneious Prime 2019 (Biomatters) and sent to LGC Biosearch Technologies (<ext-link ext-link-type="uri" xlink:href="https://www.biosearchtech.com">https://www.biosearchtech.com</ext-link>) to develop KASP primers. The KASP reactions were performed according to previous studies (<xref ref-type="bibr" rid="B6">Devran and Kahveci, 2019</xref>; <xref ref-type="bibr" rid="B21">Kahveci et&#xa0;al., 2021</xref>) and carried out using the Hydrocycler (LGC Biosearch Technologies, UK) with a 61-55&#xb0;C touchdown protocol. The fluorescent readings were performed for 2 min at 25&#xb0;C using a FluOstar Omega Microplate Reader (BMG LABTECH Ortenberg, Germany).</p>
</sec>
<sec id="s2_12">
<title>Accession numbers</title>
<p>The raw sequence reads of parent lines have been deposited in the Sequence Read Archive (SRA) under accession numbers SRR25056976 and SRR25056975 and are accessible via BioProject accession PRJNA988534.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Tomato line MT12 does not carry <italic>Mi-1.2</italic> but provides resistance to <italic>Mi-1.2</italic>-avirulent isolates at high soil temperature</title>
<p>In this experiment, we investigated changes in the resistance status of tomato plants inoculated with <italic>M. incognita</italic> K7 and S6 isolates when exposed to soil temperatures of 25&#xb0;C and 32&#xb0;C. MT12 (<italic>mi-1.2/mi1.2</italic>) and Seval (<italic>Mi-1.2/mi-1.2</italic>) F<sub>1</sub> plants were resistant to both isolates at 25&#xb0;C soil temperature, whilst the Tueza (<italic>mi1.2/mi-1.2</italic>) F<sub>1</sub> cultivar was susceptible, exhibiting a large number of galls and egg masses, as expected (see <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure 1</bold></xref> for genotypes of plant lines used). No significant differences were observed in the gall and egg mass numbers of both isolates on MT12 and Seval F<sub>1</sub> cultivar when exposed to 25&#xb0;C soil temperature (p &#x2264; 0.05) (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>). Among the plants exposed to 32&#xb0;C soil temperature, the highest egg mass and gall number was counted in Tueza F<sub>1</sub>. Resistance was broken at 32&#xb0;C in Seval F<sub>1</sub> carrying the <italic>Mi-1.2</italic> gene; however, the gall and egg mass numbers were about half of those observed in the susceptible Tueza F1. Conversely, MT12 showed a resistant response against K7 and S6 isolates despite being exposed to 32&#xb0;C soil temperature for one week (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Number of egg masses and galls of <italic>Meloidogyne incognita</italic> isolates on tomato cultivars exposed to 32&#xb0;C and 25&#xb0;C.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="3" align="left">Tomato Lines</th>
<th valign="middle" colspan="4" align="center"><italic>M. incognita</italic> K7 isolate</th>
<th valign="middle" colspan="4" align="center"><italic>M. incognita</italic> S6 isolate</th>
</tr>
<tr>
<th valign="middle" colspan="2" align="center">Egg mass</th>
<th valign="middle" colspan="2" align="center">Gall</th>
<th valign="middle" colspan="2" align="center">Egg mass</th>
<th valign="middle" colspan="2" align="center">Gall</th>
</tr>
<tr>
<th valign="middle" align="center">32&#xb0;C</th>
<th valign="middle" align="center">25&#xb0;C</th>
<th valign="middle" align="center">32&#xb0;C</th>
<th valign="middle" align="center">25&#xb0;C</th>
<th valign="middle" align="center">32&#xb0;C</th>
<th valign="middle" align="center">25&#xb0;C</th>
<th valign="middle" align="center">32&#xb0;C</th>
<th valign="middle" align="left">25&#xb0;C</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">MT12</td>
<td valign="middle" align="left">6.7 c</td>
<td valign="middle" align="left">1.5 b</td>
<td valign="middle" align="left">5.5 c</td>
<td valign="middle" align="left">1.8 b</td>
<td valign="middle" align="left">7.5 c</td>
<td valign="middle" align="left">1.3 b</td>
<td valign="middle" align="left">7.5 c</td>
<td valign="middle" align="left">3.1 b</td>
</tr>
<tr>
<td valign="middle" align="left">Seval F1</td>
<td valign="middle" align="left">57 b</td>
<td valign="middle" align="left">1.1 b</td>
<td valign="middle" align="left">68.4 b</td>
<td valign="middle" align="left">0.6 b</td>
<td valign="middle" align="left">68 b</td>
<td valign="middle" align="left">2.5 b</td>
<td valign="middle" align="left">89.4 b</td>
<td valign="middle" align="left">3.5 b</td>
</tr>
<tr>
<td valign="middle" align="left">Tueza F1</td>
<td valign="middle" align="left">127.4 a</td>
<td valign="middle" align="left">419 a</td>
<td valign="middle" align="left">114.9 a</td>
<td valign="middle" align="left">281.3 a</td>
<td valign="middle" align="left">113.2 a</td>
<td valign="middle" align="left">156.7 a</td>
<td valign="middle" align="left">181.5 a</td>
<td valign="middle" align="left">195.7 a</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Means within a column followed by the same letter are not significantly different (p &#x2264; 0.05) according to Tukey&#x2019;s multiple comparison test.</p>
</fn>
<fn>
<p>MT12: Resistant parent.</p>
</fn>
<fn>
<p>Seval F1: Tomato cultivar carrying <italic>Mi-1.2</italic> gene.</p>
</fn>
<fn>
<p>Tueza F1: Susceptible tomato cultivar.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<title>Tomato line MT12 is susceptible to naturally <italic>Mi-1.2</italic>-virulent isolates</title>
<p>We also tested MT12 with nematode isolates that are naturally <italic>Mi-1.2</italic>-virulent at 25&#x2da;C soil temperature. The <italic>Mi-1.2</italic> naturally virulent isolates V12 and V21 multiplied very well and produced egg masses on the roots of MT12, indicating that MT12 did not provide resistance to <italic>Mi-1.2</italic> naturally virulent isolates. Also, Seval F<sub>1</sub> lines bearing the <italic>Mi-1.2</italic> gene were overcome by the <italic>Mi-1.2</italic>-virulent isolates as expected. The isolates produced egg masses on roots of susceptible Tueza F<sub>1</sub> and caused galls. No statistically significant differences were observed in the numbers of galls between the two virulent isolates in the three tested plant lines (p &#x2264; 0.05) (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Number of egg masses and galls of <italic>Mi-1.2</italic>-natural virulent <italic>Meloidogyne incognita</italic> isolates on tomato cultivars.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Tomato Line</th>
<th valign="middle" colspan="2" align="center"><italic>M. incognita</italic> V12 isolate</th>
<th valign="middle" colspan="2" align="center"><italic>M. incognita</italic> V21 isolate</th>
</tr>    <tr>
<th valign="middle" align="center">Egg mass</th>
<th valign="middle" align="center">Gall</th>
<th valign="middle" align="center">Egg mass</th>
<th valign="middle" align="center">Gall</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">MT12</td>
<td valign="middle" align="center">356.7 a</td>
<td valign="middle" align="center">200.9 a</td>
<td valign="middle" align="center">203.5 b</td>
<td valign="middle" align="center">166.8 a</td>
</tr>
<tr>
<td valign="middle" align="left">Seval F1</td>
<td valign="middle" align="center">283 b</td>
<td valign="middle" align="center">206.5 a</td>
<td valign="middle" align="center">202.3 b</td>
<td valign="middle" align="center">152.1 a</td>
</tr>
<tr>
<td valign="middle" align="left">Tueza F1</td>
<td valign="middle" align="center">264.1 b</td>
<td valign="middle" align="center">197 a</td>
<td valign="middle" align="center">301.6 a</td>
<td valign="middle" align="center">177.8 a</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Means within a column followed by the same letter are not significantly different (p &#x2264; 0.05) according to Tukey&#x2019;s multiple comparison test.</p>
</fn>
<fn>
<p>MT12: Resistant parent.</p>
</fn>
<fn>
<p>Seval F1: Tomato cultivar carrying <italic>Mi-1.2</italic> gene.</p>
</fn>
<fn>
<p>Tueza F1: Susceptible tomato cultivar.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<title>Resistance to <italic>M. incognita</italic> is controlled by a single dominant gene</title>
<p>We tested the parents and F<sub>1</sub> plants derived from the cross between the susceptible and resistant tomato lines for resistance to <italic>M. incognita</italic> at 32&#xb0;C soil temperature. The F<sub>1</sub> individuals were resistant to <italic>M. incognita</italic>. The F<sub>1</sub> plant was selfed to obtain F<sub>2</sub> population. Of 130 F<sub>2</sub> individuals subjected to <italic>M. incognita</italic>, screening showed 91 resistant and 39 susceptible plants, giving a segregation ratio of 3:1 resistant:susceptible (&#x3c7;2 = 1,73, p=0.18). This indicates that the resistance is controlled by a single dominant gene designated <bold><italic>R</italic>
</bold><italic>esistant to</italic> <bold><italic>R</italic>
</bold><italic>oot-</italic><bold><italic>K</italic>
</bold><italic>not</italic> <bold><italic>N</italic>
</bold><italic>ematode</italic> <bold><italic>1</italic>
</bold> (<italic>RRKN1)</italic> at 32&#xb0;C soil temperature.</p>
</sec>
<sec id="s3_4">
<title>Mapping <italic>RRKN1</italic> gene</title>
<p>Initially 55 SNPs on chromosome 6 of the tomato genome from SolCap were selected and converted to KASP markers. We first screened parents with these markers for polymorphism and 9 of them were found to be polymorphic (<xref ref-type="supplementary-material" rid="ST1"><bold>Supplementary Table 1</bold></xref>). Then, F<sub>2</sub> populations were screened with these polymorphic markers. Phenotype and genotype data indicated that <italic>RRKN1</italic> may be located on chromosome 6.</p>
<p>We also took a global genome mapping approach. We developed KASP markers for all chromosomes, except for 8 and 9, for which no SNPs were identified. Markers (<xref ref-type="supplementary-material" rid="ST2"><bold>Supplementary Tables 2</bold></xref>, <xref ref-type="supplementary-material" rid="ST3"><bold>3</bold></xref>) were first used to screen parents to confirm polymorphism and the F<sub>2</sub> mapping population was screened. Results showed that only those KASP markers developed from chromosome 6 were linked to the pathological data for <italic>RRKN1.</italic> These findings supported our initial results where we used 9 KASP markers developed from SolCap. Therefore, we focused on chromosome 6 to confirm the location of <italic>RRKN1</italic> gene and developed further new 17 KASP markers from chromosome 6 (<xref ref-type="supplementary-material" rid="ST2"><bold>Supplementary Table 2</bold></xref>) to fine map the gene. Two flanking markers, KASP-6-2649872 and KASP-6-2919895, were identified placing the gene(s) in a 270 kb interval on chromosome 6 (<xref ref-type="table" rid="T3"><bold>Table&#xa0;3</bold></xref>; <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Segregation of locus among F<sub>2</sub> lines that were critical to the mapping of <italic>RRKN1</italic>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" colspan="8" align="center"><italic>RRKN1</italic> interval on chromosome 6</th>
</tr>
<tr>
<th valign="bottom" align="left">F<sub>2</sub> lines*</th>
<th valign="bottom" align="left">6-1913541</th>
<th valign="bottom" align="left">6-2.232.949</th>
<th valign="bottom" align="left">6-2.649.872</th>
<th valign="bottom" align="left"><italic>RRKN1</italic>
</th>
<th valign="bottom" align="left">6-2.919.895</th>
<th valign="bottom" align="left">6-3.298.501</th>
<th valign="bottom" align="left">6-3.340.952</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="bottom" align="center">11</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">13</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
</tr>
<tr>
<td valign="bottom" align="center">16</td>
<td valign="bottom" align="center">RS</td>
<td valign="bottom" align="center">RS</td>
<td valign="bottom" align="center">RS</td>
<td valign="bottom" align="center">R</td>
<td valign="bottom" align="center">RS</td>
<td valign="bottom" align="center">RS</td>
<td valign="bottom" align="center">RS</td>
</tr>
<tr>
<td valign="bottom" align="center">17</td>
<td valign="bottom" align="center">RS</td>
<td valign="bottom" align="center">RS</td>
<td valign="bottom" align="center">RS</td>
<td valign="bottom" align="center">R</td>
<td valign="bottom" align="center">RS</td>
<td valign="bottom" align="center">RS</td>
<td valign="bottom" align="center">RS</td>
</tr>
<tr>
<td valign="bottom" align="center">18</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">29</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">35</td>
<td valign="bottom" align="center"><bold>RS</bold>
</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">50</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">59</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">65</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">66</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="bottom" align="center">SS</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
</tr>
<tr>
<td valign="bottom" align="center">70</td>
<td valign="bottom" align="center"><bold>RS</bold>
</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">71</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">74</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">75</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">78</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">105</td>
<td valign="bottom" align="center"><bold>RS</bold>
</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">107</td>
<td valign="bottom" align="center"><bold>RR</bold>
</td>
<td valign="bottom" align="center"><bold>RS</bold>
</td>
<td valign="bottom" align="center"><bold>RS</bold>
</td>
<td valign="bottom" align="center">SS</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
</tr>
<tr>
<td valign="bottom" align="center">109</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">110</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">113</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="bottom" align="center">SS</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
</tr>
<tr>
<td valign="bottom" align="center">117</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="bottom" align="center">SS</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
<td valign="top" align="center"><bold>RS</bold>
</td>
</tr>
<tr>
<td valign="bottom" align="center">121</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">124</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
<tr>
<td valign="bottom" align="center">130</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
<td valign="bottom" align="center">SS</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>F<sub>2</sub> lines were generated from the cross between the resistant and the susceptible cultivars. SS homozygous for susceptible parent allele; RR homozygous for resistant parent allele; RS heterozygous. Important recombinants are given in bold.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Map interval of <italic>RRKN1</italic> on tomato chromosome 6. Coordinates of molecular markers used to map the <italic>RRKN1</italic> locus on the reference tomato genome SL3 are given on the right of the bar. Numbers on the left of the bar indicate the number of recombinants in 130 F<sub>2</sub> individuals.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1267399-g001.tif"/>
</fig>
</sec>
<sec id="s3_5">
<title>The <italic>RRKN1</italic> interval contains defense-related genes</title>
<p>We identified genes within the interval for <italic>RRKN1</italic>, using the ITAG annotation of tomato reference genomes SL.3 and SL.4 (<xref ref-type="bibr" rid="B18">Hosmani et al, 2019</xref>). There are 28 predicted genes within the <italic>RRKN1</italic> interval according to ITAG 3.2 (<xref ref-type="table" rid="T4"><bold>Table&#xa0;4</bold></xref>) and 24 predicted genes according to ITAG version 4.0. The numbers of genes differ as genes <italic>Solyc06g008770</italic>.<italic>2</italic> (<italic>Mi-1E</italic>, <italic>CNL4</italic>), <italic>Solyc06g008790.3</italic> (<italic>Mi-1F</italic>, <italic>Mi-1.1</italic>) and <italic>Solyc06g008800.2</italic> (<italic>Mi-1G, CNL6</italic>) in ITAG 3.2 disappeared in ITAG 4.0 and two genes encoding transport inhibitor response 1 protein are also missing from ITAG 3.2.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Genes within <italic>RRKN1</italic> interval according to ITAG 3.0.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Gene ID</th>
<th valign="top" align="left">Putative Function</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="bottom" align="left">Solyc06g008740.3</td>
<td valign="top" align="left">Zinc finger transcription factor 40</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008750.1</td>
<td valign="bottom" align="left">Glutaredoxin</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008760.1</td>
<td valign="bottom" align="left">Glutaredoxin</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008770.2</td>
<td valign="bottom" align="left">Mi-E (CNL4)</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008780.2</td>
<td valign="bottom" align="left">Transport inhibitor response 1</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008790.3</td>
<td valign="bottom" align="left">Mi-F (Mi-1.1)</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008800.2</td>
<td valign="bottom" align="left">Mi-G (CNL6)</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008803.1</td>
<td valign="bottom" align="left">Transport inhibitor response 1-like protein</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008805.1</td>
<td valign="bottom" align="left">Transport inhibitor response 1</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008810.3</td>
<td valign="bottom" align="left">Transport inhibitor response 1</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008807.1</td>
<td valign="bottom" align="left">Transport inhibitor response 1</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008820.3</td>
<td valign="bottom" align="left">Na+/H+ antiporter 1</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008830.1</td>
<td valign="bottom" align="left">Protein kinase superfamily protein</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008840.3</td>
<td valign="bottom" align="left">BRCT domain-containing DNA repair protein, putative isoform 1</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008850.3</td>
<td valign="bottom" align="left">DCD (Development and Cell Death) domain protein</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008860.3</td>
<td valign="bottom" align="left">u1 small nuclear ribonucleoprotein C</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008870.2</td>
<td valign="bottom" align="left">Gid1-like gibberellin receptor</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008880.3</td>
<td valign="bottom" align="left">WD40 repeat-containing protein</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008890.4</td>
<td valign="bottom" align="left">Kinase family protein</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008900.3</td>
<td valign="bottom" align="left">RING/U-box superfamily protein</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008910.2</td>
<td valign="bottom" align="left">Hexosyltransferase</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008920.3</td>
<td valign="bottom" align="left">AMP-dependent synthetase/ligase</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008930.3</td>
<td valign="bottom" align="left">MLP-like protein 31</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008940.3</td>
<td valign="bottom" align="left">Elongation factor Tu</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008950.2</td>
<td valign="bottom" align="left">Heavy metal transport/detoxification superfamily protein</td>
</tr>
<tr>
<td valign="top" align="left">Solyc06g008960.3</td>
<td valign="bottom" align="left">Mediator of RNA polymerase II transcription subunit 33A</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008970.3</td>
<td valign="bottom" align="left">RNA helicase DEAH-box18</td>
</tr>
<tr>
<td valign="bottom" align="left">Solyc06g008980.3</td>
<td valign="bottom" align="left">F-box/WD repeat-containing 10</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The genes <italic>Mi-1E, Mi-1F and Mi-1G</italic> within the interval fall within a clade of nematode-specific <italic>R</italic> genes, as sequence similarity searches using BLASTP against the NCBI&#x2019;s Non-Redundant Proteins database revealed highest degree of similarity with <italic>R</italic>-genes previously implicated in resistance to nematodes in tomato and pepper. As tomato accession MT12 does not carry a functional allele of <italic>Mi-1.2</italic>, the most likely candidates for <italic>RRKN1</italic> are <italic>Mi-1E</italic>, <italic>Mi-F</italic> and <italic>Mi-1G</italic>. Amino acid sequence alignments of these three putative <italic>R</italic>-proteins along with Mi-1.2 indicated these proteins are highly similar to each other but not identical (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Multiple sequence alignment of Mi-1.2 and the three NLR proteins encoded in the 270-kb interval. Amino acid sequences were obtained from the International Tomato Genome Sequencing Project (<uri xlink:href="https://solgenomics.net/organism/Solanum_lycopersicum/genome/">https://solgenomics.net/organism/Solanum_lycopersicum/genome/</uri>) and aligned using Clustal Omega (<xref ref-type="bibr" rid="B39">Sievers et&#xa0;al., 2011</xref>) at the website of the European Bioinformatics Institute (<xref ref-type="bibr" rid="B28">McWilliam et&#xa0;al., 2013</xref>). The alignment image was rendered using Jalview (<xref ref-type="bibr" rid="B49">Waterhouse et&#xa0;al., 2009</xref>). The interval contains three possible candidates for <italic>RRKN1</italic>: <italic>Mi-E</italic>, <italic>Mi-F</italic> and <italic>Mi-G.</italic> In the SolGen genome annotation, these genes correspond to loci Solyc06g008770.2.1, Solyc06g008790.3.1 and Solyc06g008800.2.1 respectively. The respective GenBank protein accessions are ABI96216.1, ABI96217.1 and ABI96218.1.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1267399-g002.tif"/>
</fig>
</sec>
<sec id="s3_6">
<title><italic>RRKN1</italic> gene region is heterozygous in parents</title>
<p>As the mapping population was generated by crossing two F<sub>1</sub> parents, the genomic vicinity of the resistance gene is expected to be heterozygous. Therefore, we developed five new KASP markers were developed within the interval (<xref ref-type="supplementary-material" rid="ST2"><bold>Supplementary Table 2</bold></xref>) and the markers were then used these to screen parents and the mapping population. The results confirmed the region to be heterozygous (<xref ref-type="supplementary-material" rid="ST4"><bold>Supplementary Table 4</bold></xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The <italic>Mi-1.2</italic> gene is widely used for resistance to root-knot nematodes; however, it has some significant drawbacks, including breakdown of resistance at high soil temperatures. Therefore, new resistance sources must be identified and incorporated into tomato breeding programmes. In this study, we demonstrate that resistance source MT12 does not carry a functional alle of <italic>Mi-1.2</italic> but provides durable resistance due to <italic>RRKN1</italic> at high soil temperatures. Additionally, MT12 does not confer resistance to naturally identified <italic>Mi-1.2</italic>-virulent isolates, indicating that <italic>RRKN1</italic> shares a similar resistance-spectrum to <italic>Mi-1.2</italic> but does not break down at high temperature. Also, as expected, the Seval F<sub>1</sub> plant carrying the <italic>Mi-1.2</italic> gene was observed to lose resistance at high soil temperatures. In previous studies, different resistance genes such as <italic>Mi-2</italic>, <italic>Mi-3</italic>, <italic>Mi-4</italic>, <italic>Mi-5</italic>, <italic>Mi-6</italic> and <italic>Mi-9</italic> were determined against RKNs at high soil temperatures (<xref ref-type="bibr" rid="B4">Cap et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B52">Yaghoobi et&#xa0;al., 1995</xref>; <xref ref-type="bibr" rid="B43">Veremis and Roberts, 1996a</xref>; <xref ref-type="bibr" rid="B44">Veremis and Roberts, 1996b</xref>; <xref ref-type="bibr" rid="B46">Veremis et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B2">Ammiraju et&#xa0;al., 2003</xref>).</p>
<p>
<xref ref-type="bibr" rid="B2">Ammiraju et&#xa0;al. (2003)</xref> found the LA2157 (<italic>Mi-9</italic>) accession to be resistant to avirulent populations of <italic>M. arenaria</italic>, <italic>M. incognita</italic> and <italic>M. javanica</italic> at 25&#xb0;C and 32&#xb0;C. Also, resistance was provided by a single dominant gene located in the vicinity of the <italic>Mi-1.2</italic> gene on the short arm of chromone 6. In another study, <xref ref-type="bibr" rid="B19">Jablonska et&#xa0;al. (2007)</xref> suggested that <italic>Mi-9</italic>, which is a heat-stable resistance gene, was located on chromosome 6 and may be a homologue of <italic>Mi</italic>-<italic>1</italic>. Recently, <xref ref-type="bibr" rid="B48">Wang et&#xa0;al. (2013)</xref> reported that <italic>Mi-HT</italic>, conferring resistance to <italic>M. incognita</italic> at high temperatures (32&#xb0;C) in line ZN17, was a single dominant gene and located on the short arm of chromosome 6. Also, molecular data indicated that <italic>Mi-HT</italic> might be an orthologue of <italic>Mi-1</italic> and <italic>Mi-9</italic> or a new gene. Gene <italic>Mi-9</italic> is located on chromosome 6 between positions 2305101 and 3327863 and <italic>Mi-HT</italic> is between 2305101 bp and 2327783 bp, based on investigating positions of published markers linked to <italic>Mi-9</italic> and <italic>Mi-HT</italic> genes in version SL3.1 genome assembly of tomato. In the present study, we showed that the <italic>RRKN1</italic> gene is on chromosome 6 and in a 270-kb interval between positions 2.649.872 and 2.919.895. Recently, <xref ref-type="bibr" rid="B20">Jiang et&#xa0;al. (2023)</xref> determined that the <italic>Mi-9</italic> gene is located between nucleotides 3.113.154 and 3.116.774 on chromosome 6 of LA2157. They also showed that the similarity of <italic>Mi-1.2</italic> and <italic>Mi-9</italic> proteins was 97.22%.</p>
<p>Previously, we mapped <italic>Pvr4</italic> in pepper (<xref ref-type="bibr" rid="B8">Devran et&#xa0;al., 2015</xref>), <italic>Frl</italic> in tomato (<xref ref-type="bibr" rid="B7">Devran et&#xa0;al., 2018</xref>) and <italic>CsCvy-1</italic> in cucumber (<xref ref-type="bibr" rid="B21">Kahveci et&#xa0;al., 2021</xref>) using genomics coupled with the bulked segregant analysis method. In this study, to determine the location of <italic>RRKN1</italic>, we developed molecular markers to cover all chromosomes and used them to screen F<sub>2</sub> populations. Narrowing the genomic interval depends on the number of recombinants in a given mapping population. In the mapping exercise of <italic>Frl</italic> gene in tomato, we used 542 F<sub>2</sub> lines and mapped the gene to a 900-kb interval on chromosome 9 (<xref ref-type="bibr" rid="B7">Devran et&#xa0;al., 2018</xref>). In this study, we used only 130 F<sub>2</sub> lines and determined a 270-kb interval for <italic>RRKN1.</italic> This improved genomic resolution may have been due to the fact that F<sub>1</sub> lines in a commercial programme are produced from pure breeding lines, which would have undergone many recombination events due to continuous crossing to accumulate the desired traits. This in turn, may have helped identification of the desired recombinant lines for mapping. As we had a few more recombinants from either side of the flanking markers, we attempted to narrow the interval further and developed markers tightly linked to the gene. Results of implementing newly developed KASP markers proved difficult due to the heterozygous nature of the <italic>RRKN1</italic> interval. In some cases, the number of the recombination in a region could be influenced by chromosome rearrangement and recombination suppression (<xref ref-type="bibr" rid="B41">Tang et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B47">Verlaan et&#xa0;al., 2011</xref>).</p>
<p>The interval contains three possible candidates for <italic>RRKN1</italic>: <italic>Mi-E</italic>, <italic>Mi-F</italic> and <italic>Mi-G.</italic> In the SolGen genome annotation, these genes correspond to loci Solyc06g008770.2.1, Solyc06g008790.3.1 and Solyc06g008800.2.1 respectively. The amino acid alignment of these putative disease resistance proteins show that they are very similar to each other as well as to the well-known Mi-1.2. Recent studies show that the NLR proteins work as a pair. For example, <italic>Arabidopsis</italic> RPP2 family (RPP2A, RPP2B, RPP2C and RPP2D) have been shown to be required for the recognition of ATR2 effector for the downy mildew pathogen (<xref ref-type="bibr" rid="B24">Kim et&#xa0;al., 2023</xref>). Similarly, <italic>Arabidopsis</italic> TIR-NLR RRS1 and RPS4 (<xref ref-type="bibr" rid="B15">Guo et&#xa0;al., 2020</xref>), and the rice CC-NLR pairs RGA4/RGA5 and Pik-1/Pik-2 (<xref ref-type="bibr" rid="B53">Zdrza&#x142;ek et&#xa0;al., 2020</xref>) have been reported to work together. As we did not proceed to clone the functional gene for <italic>RRKN1</italic>, further studies would be required to reveal which one(s) of these three candidate genes are providing the resistance against the RKNs. Possible approaches that can be utilized may include CRISPR/Cas9 system (<xref ref-type="bibr" rid="B13">Erdo&#x11f;an et&#xa0;al., 2023</xref>), virus-induced gene silencing (VIGS) method (<xref ref-type="bibr" rid="B42">Valentine et&#xa0;al., 2004</xref>), cloning each of them and transforming to a susceptible line and assaying the lines with a relevant nematode population. Once the gene is identified, a new MAS-friendly marker could be developed withing the gene to use in the breeding programme.</p>
<p>In summary, root-knot nematodes are an important problem for tomato growing areas. The use of resistant cultivars is one of the most attractive disease management methods. The <italic>Mi-1.2</italic> gene has been used for a long time in tomatoes. However, <italic>Mi-1.2</italic> gene was overcome by <italic>Mi-1.2</italic>-virulent RKN populations (<xref ref-type="bibr" rid="B35">Roberts, 1990</xref>; <xref ref-type="bibr" rid="B5">Castagnone-Sereno et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B22">Kaloshian et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B10">Devran and S&#xf6;&#x11f;&#xfc;t, 2010</xref>) and loses its effect at high soil temperatures (<xref ref-type="bibr" rid="B11">Dropkin, 1969</xref>; <xref ref-type="bibr" rid="B32">&#xd6;zalp and Devran, 2018</xref>). Molecular marker-assisted selection of a resistant gene is important for breeding programmes. In conclusion, identifying a new gene such as <italic>RRKN1</italic> and developing molecular markers tightly linked to gene, discovered in the present study, can help generate new tomato varieties, fine-mapping and cloning of the gene. Growers can use <italic>RRKN1</italic>-carrying lines instead of tomato varieties bearing the <italic>Mi-1.2</italic> resistance that breaks down at high soil temperature. In addition, pyramiding of <italic>RRKN1</italic> and <italic>Mi-1.2</italic> genes in superior tomato lines would prolong controlling of the root-knot nematodes.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<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 in the article/<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material</bold></xref>.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>ZD: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Methodology, Project administration, Supervision, Validation, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. T&#xd6;: Data curation, Formal Analysis, Methodology, Writing &#x2013; review &amp; editing. DS: Formal Analysis, Writing &#x2013; review &amp; editing. MT: Conceptualization, Formal Analysis, Funding acquisition, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The authors declare financial support was received for the research, authorship, and/or publication of this article. This study was financially funded by The Scientific and Technological Research Council of Turkey-TUBITAK (Grant Number: 119O412).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors thank to The Scientific and Technological Research Council of Turkey for providing the financial support to ZD, M.Y. Genetik Tar&#x131;m Tek. Lab. Tic. Ltd. &#x15e;ti., providing the necessary equipments to carry out nematology testing and molecular studies, and Multi Tohum&#x2019;s tomato breeders for providing the parental genotypes, F<sub>1</sub> and F<sub>2</sub> plants. We also thank Fatmana Do&#x11f;an for her technical support in KASP analysis.</p>
</ack>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<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="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2023.1267399/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2023.1267399/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image_1.pdf" id="SM1" mimetype="application/pdf"/>
<supplementary-material xlink:href="Table_1.xlsx" id="ST1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_2.xlsx" id="ST2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_3.xlsx" id="ST3" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_4.xlsx" id="ST4" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
</sec>
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