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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.2022.865584</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>Fine-Mapping and Functional Analyses of a Candidate Gene Controlling Isoflavone Content in Soybeans Seed</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Ruiqiong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Zou</surname> <given-names>Jianan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Sun</surname> <given-names>Dongming</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Jing</surname> <given-names>Yan</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Wu</surname> <given-names>Depeng</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/753963/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lian</surname> <given-names>Ming</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Teng</surname> <given-names>Weili</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhan</surname> <given-names>Yuhang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Wenbin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/537946/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zhao</surname> <given-names>Xue</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Han</surname> <given-names>Yingpeng</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/564016/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Key Laboratory of Soybean Biology in Chinese Ministry of Education (Key Laboratory of Soybean Biology and Breeding/Genetics of Chinese Agriculture Ministry), Northeast Agricultural University</institution>, <addr-line>Harbin</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>College of Tropical Crops, Hainan University</institution>, <addr-line>Haikou</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>College of Life Science, Huaiyin Normal University</institution>, <addr-line>Huaiyin</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Yuan-Ming Zhang, Huazhong Agricultural University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Hengyou Zhang, Northeast Institute of Geography and Agroecology (CAS), China; Mai Tsuda, University of Tsukuba, Japan</p></fn>
<corresp id="c001">&#x002A;Correspondence: Xue Zhao, <email>xuezhao@neau.edu.cn</email></corresp>
<corresp id="c002">Yingpeng Han, <email>hyp234286@aliyun.com</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Plant Breeding, a section of the journal Frontiers in Plant Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>865584</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Li, Zou, Sun, Jing, Wu, Lian, Teng, Zhan, Li, Zhao and Han.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Li, Zou, Sun, Jing, Wu, Lian, Teng, Zhan, Li, Zhao and Han</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>Isoflavones, one of the most important secondary metabolites produced by soybeans (<italic>Glycine max</italic> (L.) Merr.), are important for a variety of biological processes, and are beneficial for human health. To identify genetic loci underlying soybean isoflavone content, a mapping population containing 119 F<sub>5:18</sub> recombinant inbred lines, derived by crossing soybean cultivar &#x201C;Zhongdou27&#x201D; with &#x201C;Dongong8004,&#x201D; was used. We identified 15 QTLs associated with isoflavone contents. A novel loci, qISO19-1, was mapped onto soybean chromosome 19 and was fine-mapped to a 62.8 kb region using a BC<sub>2</sub>F<sub>2</sub> population. We considered <italic>GmMT1</italic> as a candidate gene for the qISO19-1 locus due to the significant positive correlation recovered between its expression level and isoflavone content in the seeds of 43 soybean germplasms. Overexpression of <italic>GmMT1</italic> in <italic>Arabidopsis</italic> and soybean cultivars increased isoflavone contents. Transgenic soybeans overexpressing <italic>GmMT1</italic> also exhibited improved resistance to pathogenic infection, while transgenic <italic>Arabidopsis</italic> resisted salt and drought stress.</p>
</abstract>
<kwd-group>
<kwd>soybean</kwd>
<kwd>isoflavone content</kwd>
<kwd>quantitative trait loci</kwd>
<kwd><italic>GmMT1</italic></kwd>
<kwd>disease resistance</kwd>
<kwd>stress</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="62"/>
<page-count count="14"/>
<word-count count="9103"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="S1">
<title>Introduction</title>
<p>Isoflavones, important secondary metabolites commonly known as phytoestrogens, are one of the most highly bioactive flavonoid classes (<xref ref-type="bibr" rid="B54">Wahajuddin et al., 2013</xref>). Isoflavones are primarily synthesized <italic>via</italic> the phenylalanine pathway in leguminous plants, and are especially abundant in soybean seeds (<xref ref-type="bibr" rid="B2">Aoki et al., 2000</xref>). These metabolites not only play important anti-pathogenic roles in plants (<xref ref-type="bibr" rid="B12">Dixon et al., 2002</xref>; <xref ref-type="bibr" rid="B50">Subramanian et al., 2005</xref>; <xref ref-type="bibr" rid="B16">Graham et al., 2007</xref>; <xref ref-type="bibr" rid="B34">Meng et al., 2011</xref>; <xref ref-type="bibr" rid="B61">Zhang et al., 2020</xref>), and affect plant resistance to various abiotic stressors (<xref ref-type="bibr" rid="B7">Caldwell et al., 2005</xref>; <xref ref-type="bibr" rid="B56">Wu et al., 2008</xref>; <xref ref-type="bibr" rid="B17">Gutierrez-Gonzalez et al., 2010</xref>; <xref ref-type="bibr" rid="B19">Hamayun et al., 2017</xref>), but also benefit human health by reducing the risk of several diseases (<xref ref-type="bibr" rid="B4">Bradbury et al., 2014</xref>; <xref ref-type="bibr" rid="B49">Spagnuolo et al., 2015</xref>; <xref ref-type="bibr" rid="B32">Malloy et al., 2018</xref>). For example, previous studies have showed that soybean isoflavones play an important role in resistance to <italic>Phytophthora sojae</italic> (<italic>P. sojae</italic>) (<xref ref-type="bibr" rid="B50">Subramanian et al., 2005</xref>; <xref ref-type="bibr" rid="B16">Graham et al., 2007</xref>). Long term water deficit condition limited the isoflavone accumulation in soybean seeds (<xref ref-type="bibr" rid="B17">Gutierrez-Gonzalez et al., 2010</xref>). Isoflavone contents significantly increased in leaves and seeds of soybean under salt induction and over-expression of genes involved in isoflavone accumulation could improve soybean tolerance to salt (<xref ref-type="bibr" rid="B21">Jia et al., 2017</xref>).</p>
<p>In soybean seeds, isoflavones contain 12 components: daidzein, genistein, glycitein, daidzin, genistin, glycitin, 6-o-acetyldaidzin, 6-o-acetylgenistin, 6-o-acetylglycitin, 6-o-malonyldaidzin, 6-o-malonylgenistin, and 6-o-malonylglycitin; these components are classed as aglycones, glycosides, acetylglycosides, or malonylglycosides (<xref ref-type="bibr" rid="B14">Funaki et al., 2015</xref>; <xref ref-type="bibr" rid="B51">Sugiyama et al., 2017</xref>). Malonylglycosides are typically the most abundant type of isoflavone in soybean seeds, while aglycones are the least (<xref ref-type="bibr" rid="B51">Sugiyama et al., 2017</xref>). Despite their relatively low abundance, aglycone isoflavones (primarily daidzein, genistein, and glycitein) are important in the human body due to their comparatively high phytoestrogen activity and bioavailability (<xref ref-type="bibr" rid="B37">Nielsen and Williamson, 2007</xref>). Thus, it is critical to modify isoflavone quantity and composition to increase the relative abundance of aglycone isoflavones in soybean seeds, in order to improve the nutritional qualities of soy-derived foods.</p>
<p>Soybean isoflavone content is greatly influenced by both genetic and environmental factors during seed development (<xref ref-type="bibr" rid="B60">Zhang et al., 2014</xref>; <xref ref-type="bibr" rid="B42">Pei et al., 2018</xref>; <xref ref-type="bibr" rid="B3">Azam et al., 2020</xref>). The most influential environmental factors are climate, planting location, and year-to-year differences; of these, differences among years are the most important (<xref ref-type="bibr" rid="B20">Hoeck et al., 2000</xref>; <xref ref-type="bibr" rid="B25">Lee et al., 2003</xref>; <xref ref-type="bibr" rid="B60">Zhang et al., 2014</xref>). Recently, <xref ref-type="bibr" rid="B3">Azam et al. (2020)</xref> used 2 years of data collected for 1168 soybean accessions from three locations in the major ecoregions of soybean production in China to show that isoflavone content differed significantly among soybean accessions, accession types, growth years, and growth ecoregions.</p>
<p>As a typical quantitative trait, isoflavone content is controlled by multiple major and minor genes or quantitative trait loci (QTL); these QTLs are strongly affected by environmental and genetic factors (<xref ref-type="bibr" rid="B43">Primomo et al., 2005</xref>; <xref ref-type="bibr" rid="B18">Gutierrez-Gonzalez et al., 2011</xref>; <xref ref-type="bibr" rid="B3">Azam et al., 2020</xref>). To date, more than 200 QTLs for isoflavones distributed across the 20 soybean chromosomes are available in the SoyBase databank<sup><xref ref-type="fn" rid="footnote1">1</xref></sup>. For example, <xref ref-type="bibr" rid="B27">Li et al. (2014)</xref> used a high-density genetic map that included 9948 polymorphic markers to identify 11 QTLs associated with isoflavone concentrations; <xref ref-type="bibr" rid="B1">Akond et al. (2014)</xref> identified three QTLs for soybean seed isoflavones using recombinant inbred line (RIL) populations and 5376 single nucleotide polymorphisms (SNPs) from the SoySNP6K BeadChip array (Illumina); and <xref ref-type="bibr" rid="B6">Cai et al. (2018)</xref> fine-mapped 15 stable QTLs for both individual and total isoflavone content using a high-density genetic linkage map with 3469 recombinant bin markers. However, with the exception of these few QTLs, most of the available isoflavones-related QTLs were obtained using lower-density genetic maps and do not overlap well. Because marker-assisted selection (MAS), which is based on QTLs, is a useful method by which to cultivate soybean varieties with high or low isoflavone concentrations (<xref ref-type="bibr" rid="B1">Akond et al., 2014</xref>), additional high-density genetic maps, containing abundant markers that cover the whole soybean genome, are still needed to identify the QTLs or genes most highly associated with isoflavone concentrations.</p>
<p>Therefore, in this study, we aimed to identify and fine-map a locus associated with soybean isoflavone concentration using a high-density genetic map with 2647 bin makers constructed by 119 RILs. We then aimed to isolate the candidate gene at this locus, and verify its association with isoflavone concentration using genetic transformation assays. Finally, we aimed to preliminarily investigate the roles of the candidate gene in response to abiotic and biotic stressors, including salt, drought, and pathogen infection.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Mapping Population Construction</title>
<p>Two soybean accessions, &#x201C;Zhongdou27&#x201D; with high isoflavone content and &#x201C;Dongong8004&#x201D; with low isoflavone content, were crossed to develop RILs, using the single seed descent (SSD) method (<xref ref-type="bibr" rid="B39">Oldach et al., 2014</xref>). An expanded population with 119 F<sub>5:18</sub> families was derived and used to construct a linkage map and detect the QTLs associated with isoflavone content.</p>
<p>For fine-mapping of the identified QTL (qISO19-1), a BC<sub>2</sub>F<sub>3</sub> population of 500 lines was constructed by backcrossing &#x201C;Zhongdou27&#x201D; (donor parent) and &#x201C;Dongnong8004&#x201D; (receptor parent). Heterozygosity at qISO19-1 was detected using recurrent selection in the BC<sub>2</sub>F<sub>2</sub> population, and isoflavone contents were measured in the BC<sub>2</sub>F<sub>3</sub> seeds produced by selected BC<sub>2</sub>F<sub>2</sub> plants.</p>
</sec>
<sec id="S2.SS2">
<title>Field Experiments</title>
<p>In preliminary experiments, &#x201C;Zhongdou27&#x201D; (male parent) and &#x201C;Dongnong8004&#x201D; (female parent) were planted in chernozem soils in Xiangyang (45&#x00B0;72&#x2032; N, 126&#x00B0;68&#x2032; E) and Hulan (45&#x00B0;9&#x2032; N, 126&#x00B0;58&#x2032; E) to confirm differences in isoflavone content. Subsequently, the RIL population was planted in Xiangyang and Hulan in 2018. For fine mapping, the BC<sub>2</sub>F<sub>3</sub> population (as a transient generation) was planted in Xiangyang only (latitude 45&#x00B0;80&#x2032; N, 126&#x00B0;53&#x2032; E) in 2019. For candidate identification, a set of soybean germplasms consisting of 43 accessions were planted at Xiangyang in 2019 (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>). Field trials were conducted in single-row plots (between 3 m long and 0.65 m rows) using a randomized complete block design, with three replicates per tested environment. Field management practices were typical, and were identical across environments. From all soybean materials, 20 seeds were collected from three plants per plot for isoflavone content measurement at the R8 stage (full maturity).</p>
</sec>
<sec id="S2.SS3">
<title>Evaluation of Soybean Seed Isoflavone Content</title>
<p>Isoflavone contents in the seeds collected from the parental lines, the RILs, the BC<sub>2</sub>F<sub>3</sub> population, and 43 soybean germplasms were measured using high-performance liquid chromatography (HPLC) as described previously (<xref ref-type="bibr" rid="B53">Vyn et al., 2002</xref>; <xref ref-type="bibr" rid="B59">Zeng et al., 2009</xref>). Briefly, 20 seeds from each soybean line were ground into a powder. Isoflavones were extracted by adding 0.1 g of this powder to 10 mL of 80% (v/v) ethanol in a 15 mL falcon tube. The mixture was slowly vortexed for 1 h and then left overnight. Next, the extraction mixture was hydrolyzed using 2 mL HCl solvent (2 mol/L). The mixture was filtered through a nylon membrane filter (0.22 &#x03BC;m; Thermo Fisher Scientific, United States), and isoflavone content was measured in 1.5 &#x03BC;l of the filtrate using an HPLC (1290 Infinity II; Agilent, United States) with reversed-phase HPLC columns (ZORBAX SB-C18, Agilent, United States; 4.6 mm &#x00D7; 250 mm; 5 &#x03BC;m). Solvent A was double-distilled water (ddH<sub>2</sub>O), and solvent B was methanol (chromatographic purity). The ratio of solvent A to solvent B ratio was 1:1, the solvent flow rate was 0.8 mL/min, and the temperature of the column was maintained at 50&#x00B0;C. Using an Agilent 1290 DAD detector, UV spectra were measured at 254 nm, and area responses were integrated using Agilent OpenLAB Control Panel software. The three major isoflavone components (daidzein, genistein, and glycitein) were identified and quantified based on standards purchased from the Chengdu Manster Biotechnology Co., Ltd. (China). Total isoflavone content was equivalent to the sum of the daidzein, genistein, and glycitein contents.</p>
</sec>
<sec id="S2.SS4">
<title>Genotyping and Linkage Map Construction</title>
<p>Genomic DNA for the RIL population and the parental lines were prepared as described By <xref ref-type="bibr" rid="B45">Qi et al. (2014)</xref>. Sequencing libraries for these samples were constructed and sequenced on an Illumina HiSeq2500 sequencing platform, following the manufacturer&#x2019;s instructions. The sequencing reads for the RIL population and the parental lines were aligned to the soybean reference genome (assembly Glycine_max_v2.1) (<xref ref-type="bibr" rid="B47">Schmutz et al., 2010</xref>) using Short Oligonucleotide Alignment Program 2 (SOAP2) (<xref ref-type="bibr" rid="B28">Li et al., 2009</xref>). GATK (<xref ref-type="bibr" rid="B33">McKenna et al., 2010</xref>) was used to identify polymorphic SNPs between the RIL population and the parental lines.</p>
<p>Co-segregating SNPs were separated into bins, and a bin map was constructed based on the recombinant breakpoints of the RIL population with HighMap (<xref ref-type="bibr" rid="B30">Liu et al., 2014</xref>). Genetic distances among markers were calculated using the Kosambi mapping function (<xref ref-type="bibr" rid="B24">Kosambi, 1944</xref>). Linkage groups were discriminated at a log-likelihood threshold of 3.0. QTL mapping were performed using IciMapping v4.1 (<xref ref-type="bibr" rid="B35">Meng et al., 2015</xref>). Putative QTLs were identified based on LOD threshold of 2.5.</p>
</sec>
<sec id="S2.SS5">
<title>Fine Mapping of qISO19-1</title>
<p>We used 500 lines in the BC<sub>2</sub>F<sub>3</sub> family to construct a local saturation map within qISO19-1 based on SSR markers. The SSR primers used for fine-mapping are given in <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 2</xref>. We measured isoflavone contents in the seeds produced by these lines as described above. Recombinants were identified in the fine-mapping population based on 12 polymorphic SSR markers, and the QTLs significantly associated with isoflavone content (LOD &#x003E; 2.5) were identified using IciMapping v4.1 (<xref ref-type="bibr" rid="B35">Meng et al., 2015</xref>). Student&#x2019;s <italic>t</italic>-test was used to identify significant differences between lines of BC<sub>2</sub>F<sub>3</sub> with high and low content of isoflavone in soybean seed.</p>
</sec>
<sec id="S2.SS6">
<title>Quantitative Real-Time PCR</title>
<p>For candidate gene identification, seeds of the 43 soybean germplasms described above were sampled at the R7 stage (yellow ripening stage); three replicate seeds were collected per accession for RNA extraction and isoflavone content measurement, to determine the correlation between isoflavone content and transcript abundance.</p>
<p>To analyze the relative expression dynamics of <italic>GmMT1</italic> between high- and low- isoflavone soybean cultivars, developing seeds of &#x201C;Zhongdou27&#x201D; and &#x201C;Dongnong8004&#x201D; were sampled every 7 days from developmental stage R5 to R8 (three replicate seeds per cultivar were sampled at every time point). Plants were grown in a greenhouse under a 16 h light/8 h dark photoperiod at 25&#x2013;26&#x00B0;C until sampling.</p>
<p>To determine the involvement of <italic>GmMT1</italic> in the stress response, &#x201C;Zhongdou27&#x201D; was exposed to drought and salt stress. First, the roots of 3 week old &#x201C;Zhongdou27&#x201D; seedlings were immersed in quarter-strength (1/4) Murashige and Skoog (MS) liquid medium. We then supplemented the MS media of five seedlings with 150 mM NaCl, and the MS media of five seedlings with 8% (w/v) PEG6000 for the salt- and drought-stress response tests, respectively. The remaining five seedlings were kept in unsupplemented MS media as controls. Half of the uppermost fully extended leaf per seedling was sampled at 0, 1, 2, 4, 6, 8, 12, and 24 h after supplementation. During this period, plants were maintained in a greenhouse under a 16 h light/8 h dark photoperiod at 25&#x2013;26&#x00B0;C. Harvested leaves were immediately frozen in liquid nitrogen and stored at &#x2212;80&#x00B0;C. Leaves from three of the five treated plants were used for qRT-PCR.</p>
<p>qRT-PCRs were performed to determine the transcript abundance of <italic>GmMT1</italic> in soybean seeds or leaves. Total RNA was isolated from leaves or seeds using RNAprep pure Plant Kits (DP432, Tiangen). First-strand cDNA was synthesized from total RNA using TIANScript RT Kits (KR104, Tiangen). qRT-PCRs were performed on an ABI 7500 Fast platform using SuperReal PreMix Plus (SYBR Green) Kits (FP205, Tiangen). Each qRT-PCR (20 &#x03BC;l) included 2 &#x03BC;l cDNA, 10 &#x03BC;l 2 &#x00D7; SuperReal PreMix Plus, 0.4 &#x03BC;l 50 &#x00D7; ROX Reference Dye<sup>&#x0394;</sup>, 5 &#x03BC;l of each forward and reverse primer, and 6.6 &#x03BC;l ddH<sub>2</sub>O<sub>2</sub>. The qRT-PCR amplification conditions were 95&#x00B0;C for 2 min, followed by 40 cycles of 95&#x00B0;C for 10 s, 60&#x00B0;C for 30 s, and 72&#x00B0;C for 30 s. The primers used are given in <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 3</xref>. Three technical replicates were performed per sample, and the relative levels of transcript abundance were calculated using the 2<sup>&#x2013;&#x0394;&#x0394;CT</sup> method (<xref ref-type="bibr" rid="B31">Livak and Schmittgen, 2001</xref>). The housekeeping gene <italic>GmActin4</italic> (GenBank accession no. <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="AF049106">AF049106</ext-link>) was used as the internal standard. Student&#x2019;s <italic>t</italic>-test was used to identify significant differences in transcriptional abundance of <italic>GmMT1</italic>.</p>
</sec>
<sec id="S2.SS7">
<title><italic>GmMT1</italic> Cloning, Sequence Analysis, and Vector Construction</title>
<p>We predicted the 3-D structure of the putatively encoded protein GmMT1 using Phyre 2 (<xref ref-type="bibr" rid="B23">Kelley et al., 2015</xref>). We identified DNA and protein sequences homologous to <italic>GmMT1</italic> in soybeans and 15 other plant species in the Phytozome database<sup><xref ref-type="fn" rid="footnote2">2</xref></sup>. We aligned these methyltransferases using DNAMAN (version 7.212, Lynnon Corp., QC, Canada). We then constructed a phylogenetic tree based on this alignment in MEGA 5 (<xref ref-type="bibr" rid="B52">Tamura et al., 2011</xref>).</p>
<p>The full-length cDNA sequence of <italic>GmMT1</italic> was amplified from the developing seeds of the high-isoflavone cultivar &#x201C;Zhongdou27&#x201D; using RT-PCR. RT-PCRs were performed using the KOD One PCR Master Mix (Code No. KMM-201; Toyobo (Shanghai) Biotech Co., Ltd., China), following the manufacturer&#x2019;s instructions. The primers used were <italic>GmMT1</italic>-F and <italic>GmMT1</italic>-R, which were designed based on sequences flanking <italic>GmMT1</italic> in the Phytozome database (<xref ref-type="bibr" rid="B15">Goodstein et al., 2012</xref>), with the 5&#x2032; ends modified to include <italic>Bgl</italic>II and <italic>Bst</italic>EII restriction sites (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 3</xref>). The RT-PCR cycling conditions were as follows: 5 min at 94&#x00B0;C; 35 cycles of 30 s at 94&#x00B0;C, 30 s at 60&#x00B0;C, and 45 s at 72&#x00B0;C; and a final 10 min at 72&#x00B0;C. The purified PCR products were ligated into the pGM-T vector (VK207, Tiangen). Positive clones expressing the correct sequence were further inserted into pCAMBIA3301 vector using double digestion and ligation. The <italic>bar</italic> gene was used as a selection marker in the pCAMBIA3301 vector. Two expression vectors (35S:<italic>GmMT1</italic> or 35S:<italic>bar</italic>) were constructed for transformation using the recombinant pCAMBIA3301 plasmid.</p>
</sec>
<sec id="S2.SS8">
<title>Subcellular Localization of <italic>GmMT1</italic></title>
<p>The full-length coding region of <italic>GmMT1</italic> was inserted into the pCAMBIA1302 vector under the control of the 35S promoter to generate a <italic>GFP</italic>-fused <italic>GmMT1</italic> vector (<italic>35S:GmMT1-GFP</italic>). This recombinant vector and the control vector (<italic>35S:GFP</italic>) were transfected into separate groups of <italic>Arabidopsis</italic> protoplasts following <xref ref-type="bibr" rid="B58">Yoo et al. (2007)</xref>. The transfected cells were examined and imaged under a confocal laser scanning microscope (DMi8, Leica, China). The primer sequences <italic>GmMT1-GFP-F</italic> and <italic>GmMT1-GFP-R</italic> were used for subcellular localization (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 3</xref>).</p>
</sec>
<sec id="S2.SS9">
<title>Plant Transformation</title>
<p>To verify that <italic>GmMT1</italic> expression was associated with isoflavone content in soybeans, we overexpressed this gene in <italic>Arabidopsis</italic> and soybean plants. We selected &#x201C;Dongnong50,&#x201D; a low-isoflavone soybean cultivar, and <italic>A. thaliana</italic> Col-0 as the recipients of genetic transformation. The <italic>A. thaliana</italic> Col-0 mutant SALK_012168C was obtained from the <italic>Arabidopsis</italic> Biological Resource Center (ABRC). Transgenic soybean plants were grown in a greenhouse under a 16 h light/8 h dark photoperiod at 25&#x2013;26&#x00B0;C; T0&#x2013;T3 transgenic <italic>Arabidopsis</italic> plants were grown in a growth chamber with a photoperiod cycle of 16 h light/8 h dark at 22&#x00B0;C.</p>
<p>To develop transgenic <italic>Arabidopsis</italic>, the <italic>35S:GmMT1</italic> construct was transferred into <italic>Agrobacterium tumefaciens</italic> EHA105, and then transformed into two <italic>Arabidopsis</italic> strains (the Col-0 ecotype and the <italic>mt1</italic> mutant) using on the floral dip method (<xref ref-type="bibr" rid="B11">Clough and Bent, 1998</xref>). Transgenic <italic>Arabidopsis</italic> lines were selected using phosphinothricin; <italic>bar</italic> and <italic>GmMT1</italic> gene expression in the selected plants was verified by PCR amplification using specific primers (3301-<italic>bar</italic>-F/R and 3301-35S-<italic>GmMT1</italic>-F/R; <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 3</xref>). We generated three independent T2 transgenic lines per strain. Isoflavone concentrations in the T2 transgenic plants were measured using HPLC as described above. T2 transgenic plants with no separation were used in subsequent experiments.</p>
<p>To test whether <italic>GmMT1</italic> overexpression increased isoflavone production in the roots of low-isoflavone soybean cultivars, the <italic>35S:GmMT1</italic> recombinant plasmid was transformed into <italic>Agrobacterium rhizogenes</italic> strain K599, and transformed in to the hairy roots of cultivar Donong50 as previously described (<xref ref-type="bibr" rid="B8">Cao et al., 2009</xref>). After 2 weeks of cultivation, once the hairy roots had appeared, we removed &#x223C;1 cm sections from the root tips of 205 plants. Using PCR and specific primers (3301-<italic>bar</italic>-F/R and 3301-35S-<italic>GmMT1</italic>-F/R; <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 3</xref>), we confirmed <italic>bar</italic> and <italic>GmMT1</italic> gene expression in roots. Isoflavone concentrations in the transgenic roots were measured as described above.</p>
<p>To determine whether the expression of <italic>GmMT1</italic> influenced isoflavone content in soybean seeds, we then developed transgenic soybeans by introducing the recombinant plasmid into <italic>Agrobacterium tumefaciens</italic> strain EHA105, and performing stable transformation into the cotyledon nodes of soybean cultivar &#x201C;Dongnong50&#x201D; following <xref ref-type="bibr" rid="B41">Paz et al. (2004)</xref>. The expression of <italic>GmMT1</italic> in leaves of T2 transgenic soybean plants was verified using PCR amplification (3301-<italic>bar</italic>-F/R and 3301-35S-<italic>GmMT1</italic>-F/R) (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 3</xref>), western blotting, and qRT-PCR. Isoflavone concentrations in seeds of the T2 transgenic plants were measured as described above. T2 plants expressing <italic>GmMT1</italic> were used for all subsequent experiments.</p>
</sec>
<sec id="S2.SS10">
<title>Effects of Stress on Transgenic Plants</title>
<p>We tested the effects of salt and drought stress on the transgenic <italic>Arabidopsis</italic> and soybean plants. To test the effects of salt and drought on <italic>Arabidopsis</italic>, we planted wild-type (Col-0), <italic>mt1</italic> mutant, and T3 transgenic (<italic>GmMT1-ox</italic> and <italic>GmMT1-ox mt1</italic>) <italic>Arabidopsis</italic> on MS agar plates (five plates per strain). We then treated three plates per strain with 100 Mm NaCl, and three plates per strain with 300 mM mannitol. The remaining untreated plates were used as controls. All plants were kept at 4&#x00B0;C for 3 days in the dark, and then transferred to a 22&#x00B0;C environment with a photoperiod cycle of 16 h light/8 h dark. We calculated the germination rate on the 4th day after treatment and measured the root growth of all plants using a Vernier caliper.</p>
<p>To explore whether isoflavone accumulation, driven by <italic>GmMT1</italic> overexpression, improved soybean resistance to <italic>P. sojae</italic>, we measured <italic>GmMT1</italic> transcript abundance in transgenic and wild-type hairy roots, as well as the reaction of transgenic and wild-type hairy roots to <italic>P. sojae</italic> infection. Before <italic>P. sojae</italic> infection, we removed &#x223C;1 sections from the hairy root tips of wild-type and <italic>GmMT1</italic>-overexpressing &#x201C;Donong50&#x201D; that had been cultured for 15 days. The relative expression levels of <italic>GmMT1</italic> were detected in these samples. Then, to test the effects of <italic>P. sojae</italic> infection, well-propagated cultures of <italic>P. sojae</italic> were cut into small pieces and placed on new carrot agar (CA) plates. The hairy roots were spread on the CA medium with the mycelia, and were cultured in a growth chamber under a 16 h light/8 h dark cycle at 25&#x00B0;C. After &#x223C;14 days of incubation, once the hairy roots had appeared, we imaged the hairy roots to check for signs of infection.</p>
</sec>
</sec>
<sec sec-type="results" id="S3">
<title>Results</title>
<sec id="S3.SS1">
<title>Phenotypic Evaluation of the Recombinant Inbred Line Populations</title>
<p>Two soybean varieties (<italic>Glycine max</italic> (L.) Merr), one with high isoflavone content (&#x201C;Zhongdou27&#x201D;), and one with low isoflavone content (&#x201C;Dongnong8004&#x201D;), were planted in two locations <italic>GmMT1</italic> Effects Soybean Isoflavone Content (Xiangyang and Hulan, China) to verify the difference in isoflavone content between the accessions. In both locations, isoflavone content was significantly higher in &#x201C;Zhongdou27&#x201D; than in &#x201C;Dongnong8004&#x201D; (<italic>P</italic> &#x003C; 0.001) (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 4</xref>). Thus, these accessions were suitable for map-based QTL analysis. We therefore crossed &#x201C;Zhongdou27&#x201D; (male parent) with &#x201C;Dongnong8004&#x201D; (female parent) to derive an RIL mapping population of 119 F<sub>5:18</sub> families. When the RIL were planted in Xiangyang and Hulan, isoflavone contents varied widely with location and population. Across the RIL population, total isoflavone content ranged from 1211.99 &#x03BC;g/g to 5683.43 &#x03BC;g/g (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 4</xref>). All traits of interest (i.e., total isoflavone content and content of each individual isoflavone) were continuously distributed (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 1</xref>).</p>
</sec>
<sec id="S3.SS2">
<title>Quantitative Trait Loci Mapping for Soybean Isoflavone Content</title>
<p>Genome resequencing was conducted to genotype the parental lines (&#x201C;Zhongdou27&#x201D; and &#x201C;Dongnong8004&#x201D;) and the 119 RILs in the mapping population. For &#x201C;Zhongdou27,&#x201D; we generated 26.18 GB of raw data, and 78.88% of the reads were successfully aligned to the soybean reference genome with an average depth of 24.54-fold; for &#x201C;Dongnong8004,&#x201D; we generated 25.58 GB of raw data, and 78.30% of the reads were successfully aligned to the soybean reference genome with an average depth of 22.86-fold (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 5</xref>). A total of 343,907 high-quality SNPs were identified between the two parents. Across all RILs, we generated 441.7 GB of raw data, with an average sequencing depth of 3.65-fold. For each of the 119 RILs, we generated an average of 3.46 GB of raw data (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 5</xref>). A total of 353 million SNPs were identified among the 119 RILs; all SNP sites in the RILs were integrated as recombination bin units. Finally, a genetic linkage map with 4231 bin markers was constructed along the 20 chromosomes (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 6</xref>). The total length of the bin map was 2172.98 centimorgans (cM), with a mean interval between markers of 0.82 cM (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 2</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 6</xref>).</p>
<p>Using linkage mapping, we identified 15 QTLs associated with daidzein (DZ), genistein (GC), glycitein (GT), and total isoflavone contents (TI), covering 10 of the 20 soybean chromosomes. Almost all QTLs were detected in both locations (Xiangyang and Hulan) or as multiple-effect QTLs, controlling the abundance of two or more isoflavones; the one exception was QTL qGC1-2, which was only associated with glycitein content in seeds from plants grown in Xiangyang (<xref ref-type="table" rid="T1">Table 1</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3</xref>). Four of the 15 QTLs have been previously reported (<xref ref-type="table" rid="T1">Table 1</xref>). The remaining 11 QTLs were novel (<xref ref-type="table" rid="T1">Table 1</xref>). One novel locus, qISO19-1, which was detected between markers Bin2464 and Bin2465 on chromosome 19, was identified both by the inclusive composite interval mapping method (ICIM) (<xref ref-type="fig" rid="F1">Figure 1A</xref> and <xref ref-type="table" rid="T1">Table 1</xref>). This QTL controlled the contents of daidzein, genistein, and total isoflavone (<xref ref-type="fig" rid="F1">Figure 1B</xref> and <xref ref-type="table" rid="T1">Table 1</xref>). The genetic contribution of this QTL to each of these traits was more than 10%, indicating that qISO19-1 was an important QTL controlling individual and total content of soybean isoflavone. Thus, we selected qISO19-1 for further study.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Quantitative trait locis underlying soybean isoflavone content in two environments.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Chromosome</td>
<td valign="top" align="center">QTL</td>
<td valign="top" align="center">Left marker</td>
<td valign="top" align="center">Right marker</td>
<td valign="top" align="center">Position</td>
<td valign="top" align="center">Trait<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></td>
<td valign="top" align="center">LOD</td>
<td valign="top" align="center">R<sup>2</sup> (%)</td>
<td valign="top" align="center">Add</td>
<td valign="top" align="left">Novel or previously reported QTL</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">01</td>
<td valign="top" align="center">qGC1-1</td>
<td valign="top" align="center">Bin2</td>
<td valign="top" align="center">Bin3</td>
<td valign="top" align="center">90</td>
<td valign="top" align="center">GC_e1</td>
<td valign="top" align="center">2.89</td>
<td valign="top" align="center">7.92</td>
<td valign="top" align="center">&#x2212;92.502</td>
<td valign="top" align="left">Novel</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">GC_e2</td>
<td valign="top" align="center">3.04</td>
<td valign="top" align="center">8.23</td>
<td valign="top" align="center">&#x2212;124.663</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">01</td>
<td valign="top" align="center">qGC1-2</td>
<td valign="top" align="center">Bin89</td>
<td valign="top" align="center">Bin90</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">GC_e2</td>
<td valign="top" align="center">3.25</td>
<td valign="top" align="center">10.21</td>
<td valign="top" align="center">&#x2212;93.461</td>
<td valign="top" align="left">Novel</td>
</tr>
<tr>
<td valign="top" align="left">02</td>
<td valign="top" align="center">qISO2-1</td>
<td valign="top" align="center">Bin156</td>
<td valign="top" align="center">Bin157</td>
<td/>
<td valign="top" align="center">DZ_e1</td>
<td valign="top" align="center">3.18</td>
<td valign="top" align="center">9.16</td>
<td valign="top" align="center">&#x2212;238.4209</td>
<td valign="top" align="left">Novel</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">DZ_e2</td>
<td valign="top" align="center">4.06</td>
<td valign="top" align="center">11.02</td>
<td valign="top" align="center">&#x2212;162.3418</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">GT_e1</td>
<td valign="top" align="center">3.58</td>
<td valign="top" align="center">9.23</td>
<td valign="top" align="center">&#x2212;147.9449</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e1</td>
<td valign="top" align="center">4.51</td>
<td valign="top" align="center">12.39</td>
<td valign="top" align="center">&#x2212;334.3811</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e2</td>
<td valign="top" align="center">3.76</td>
<td valign="top" align="center">10.97</td>
<td valign="top" align="center">&#x2212;269.3571</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">03</td>
<td valign="top" align="center">qTI3-1</td>
<td valign="top" align="center">Bin324</td>
<td valign="top" align="center">Bin325</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">TI_e1</td>
<td valign="top" align="center">3.45</td>
<td valign="top" align="center">11.09</td>
<td valign="top" align="center">301.1243</td>
<td valign="top" align="left">Seed isoflavone 4-2 (<xref ref-type="bibr" rid="B29">Liang et al., 2010</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e2</td>
<td valign="top" align="center">4.06</td>
<td valign="top" align="center">13.28</td>
<td valign="top" align="center">124.4489</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">05</td>
<td valign="top" align="center">qISO5-1</td>
<td valign="top" align="center">Bin713</td>
<td valign="top" align="center">Bin717</td>
<td valign="top" align="center">99</td>
<td valign="top" align="center">DZ_e1</td>
<td valign="top" align="center">2.79</td>
<td valign="top" align="center">9.29</td>
<td valign="top" align="center">&#x2212;225.5618</td>
<td valign="top" align="left">Novel</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">DZ_e2</td>
<td valign="top" align="center">3.52</td>
<td valign="top" align="center">11.08</td>
<td valign="top" align="center">&#x2212;162.4358</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e2</td>
<td valign="top" align="center">4.5</td>
<td valign="top" align="center">13.28</td>
<td valign="top" align="center">&#x2212;220.8508</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">08</td>
<td valign="top" align="center">qISO8-1</td>
<td valign="top" align="center">Bin1088</td>
<td valign="top" align="center">Bin1092</td>
<td valign="top" align="center">68</td>
<td valign="top" align="center">DZ_e1</td>
<td valign="top" align="center">2.65</td>
<td valign="top" align="center">9.08</td>
<td valign="top" align="center">&#x2212;119.1458</td>
<td valign="top" align="left">Novel</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">GT_e1</td>
<td valign="top" align="center">4.21</td>
<td valign="top" align="center">12.09</td>
<td valign="top" align="center">&#x2212;150.1215</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">GT_e2</td>
<td valign="top" align="center">3.68</td>
<td valign="top" align="center">10.21</td>
<td valign="top" align="center">&#x2212;153.7711</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e1</td>
<td valign="top" align="center">3.96</td>
<td valign="top" align="center">11.29</td>
<td valign="top" align="center">&#x2212;331.0842</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">08</td>
<td valign="top" align="center">qTI8-1</td>
<td valign="top" align="center">Bin1126</td>
<td valign="top" align="center">Bin1128</td>
<td valign="top" align="center">23</td>
<td valign="top" align="center">TI_e1</td>
<td valign="top" align="center">2.89</td>
<td valign="top" align="center">8.19</td>
<td valign="top" align="center">&#x2212;123.1042</td>
<td valign="top" align="left">Seed total isoflavone 9-1 (<xref ref-type="bibr" rid="B55">Wang et al., 2015</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e2</td>
<td valign="top" align="center">4.82</td>
<td valign="top" align="center">12.09</td>
<td valign="top" align="center">&#x2212;260.4606</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">08</td>
<td valign="top" align="center">qISO8-2</td>
<td valign="top" align="center">Bin1140</td>
<td valign="top" align="center">Bin1141</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">DZ_e1</td>
<td valign="top" align="center">2.79</td>
<td valign="top" align="center">8.92</td>
<td valign="top" align="center">&#x2212;123.6876</td>
<td valign="top" align="left">Novel</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">DZ_e2</td>
<td valign="top" align="center">3.02</td>
<td valign="top" align="center">9.08</td>
<td valign="top" align="center">&#x2212;126.9897</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">GT_e2</td>
<td valign="top" align="center">2.57</td>
<td valign="top" align="center">7.89</td>
<td valign="top" align="center">146.395</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e1</td>
<td valign="top" align="center">3.54</td>
<td valign="top" align="center">10.29</td>
<td valign="top" align="center">&#x2212;307.761</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e2</td>
<td valign="top" align="center">5.63</td>
<td valign="top" align="center">19.27</td>
<td valign="top" align="center">&#x2212;340.2377</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="center">qISO10-1</td>
<td valign="top" align="center">Bin1383</td>
<td valign="top" align="center">Bin1384</td>
<td valign="top" align="center">87</td>
<td valign="top" align="center">DZ_e1</td>
<td valign="top" align="center">3.02</td>
<td valign="top" align="center">9.74</td>
<td valign="top" align="center">213.2513</td>
<td valign="top" align="left">Novel</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">DZ_e2</td>
<td valign="top" align="center">2.59</td>
<td valign="top" align="center">7.95</td>
<td valign="top" align="center">157.2833</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e1</td>
<td valign="top" align="center">3.17</td>
<td valign="top" align="center">10.09</td>
<td valign="top" align="center">138.9982</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">13</td>
<td valign="top" align="center">qISO13-1</td>
<td valign="top" align="center">Bin1733</td>
<td valign="top" align="center">Bin1734</td>
<td valign="top" align="center">93</td>
<td valign="top" align="center">DZ_e1</td>
<td valign="top" align="center">2.54</td>
<td valign="top" align="center">8.65</td>
<td valign="top" align="center">175.3847</td>
<td valign="top" align="left">qIF13-1(<xref ref-type="bibr" rid="B6">Cai et al., 2018</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">DZ_e2</td>
<td valign="top" align="center">3.07</td>
<td valign="top" align="center">9.34</td>
<td valign="top" align="center">163.4374</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e1</td>
<td valign="top" align="center">2.89</td>
<td valign="top" align="center">8.15</td>
<td valign="top" align="center">221.7404</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e2</td>
<td valign="top" align="center">3.28</td>
<td valign="top" align="center">10.79</td>
<td valign="top" align="center">356.7454</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">13</td>
<td valign="top" align="center">qISO13-2</td>
<td valign="top" align="center">Bin1839</td>
<td valign="top" align="center">Bin1840</td>
<td valign="top" align="center">41</td>
<td valign="top" align="center">DZ_e1</td>
<td valign="top" align="center">3.59</td>
<td valign="top" align="center">10.14</td>
<td valign="top" align="center">&#x2212;131.2053</td>
<td valign="top" align="left">Novel</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">DZ_e2</td>
<td valign="top" align="center">3.87</td>
<td valign="top" align="center">9.87</td>
<td valign="top" align="center">&#x2212;126.7739</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">GT_e2</td>
<td valign="top" align="center">2.55</td>
<td valign="top" align="center">8.74</td>
<td valign="top" align="center">&#x2212;130.2816</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e2</td>
<td valign="top" align="center">3.41</td>
<td valign="top" align="center">11.02</td>
<td valign="top" align="center">&#x2212;332.4529</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">14</td>
<td valign="top" align="center">qISO14-1</td>
<td valign="top" align="center">Bin1964</td>
<td valign="top" align="center">Bin1967</td>
<td valign="top" align="center">35</td>
<td valign="top" align="center">DZ_e2</td>
<td valign="top" align="center">3.54</td>
<td valign="top" align="center">10.09</td>
<td valign="top" align="center">&#x2212;177.8066</td>
<td valign="top" align="left">Novel</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">GT_e1</td>
<td valign="top" align="center">2.78</td>
<td valign="top" align="center">9.08</td>
<td valign="top" align="center">&#x2212;162.1882</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">GT_e2</td>
<td valign="top" align="center">3.05</td>
<td valign="top" align="center">9.76</td>
<td valign="top" align="center">&#x2212;117.5672</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e2</td>
<td valign="top" align="center">2.57</td>
<td valign="top" align="center">8.59</td>
<td valign="top" align="center">&#x2212;113.9187</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">19</td>
<td valign="top" align="center">qISO19-1</td>
<td valign="top" align="center">Bin2464</td>
<td valign="top" align="center">Bin2465</td>
<td valign="top" align="center">78</td>
<td valign="top" align="center">DZ_e1</td>
<td valign="top" align="center">2.87</td>
<td valign="top" align="center">10.96</td>
<td valign="top" align="center">&#x2212;122.8813</td>
<td valign="top" align="left">Novel</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">DZ_e2</td>
<td valign="top" align="center">2.65</td>
<td valign="top" align="center">10.29</td>
<td valign="top" align="center">&#x2212;129.4217</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">GT_e1</td>
<td valign="top" align="center">3.04</td>
<td valign="top" align="center">12.19</td>
<td valign="top" align="center">&#x2212;144.6579</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e1</td>
<td valign="top" align="center">4.05</td>
<td valign="top" align="center">14.48</td>
<td valign="top" align="center">&#x2212;307.761</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">19</td>
<td valign="top" align="center">qISO19-2</td>
<td valign="top" align="center">Bin2470</td>
<td valign="top" align="center">Bin2471</td>
<td valign="top" align="center">67</td>
<td valign="top" align="center">DZ_e1</td>
<td valign="top" align="center">3.41</td>
<td valign="top" align="center">13.04</td>
<td valign="top" align="center">&#x2212;128.4985</td>
<td valign="top" align="left">Novel</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e1</td>
<td valign="top" align="center">3.06</td>
<td valign="top" align="center">11.49</td>
<td valign="top" align="center">&#x2212;110.1879</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">20</td>
<td valign="top" align="center">qISO20-1</td>
<td valign="top" align="center">Bin2581</td>
<td valign="top" align="center">Bin2586</td>
<td valign="top" align="center">43</td>
<td valign="top" align="center">DZ_e1</td>
<td valign="top" align="center">2.97</td>
<td valign="top" align="center">10.29</td>
<td valign="top" align="center">&#x2212;178.9113</td>
<td valign="top" align="left">Novel</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">DZ_e2</td>
<td valign="top" align="center">3.54</td>
<td valign="top" align="center">14.87</td>
<td valign="top" align="center">&#x2212;180.2642</td>
<td valign="top" align="left"/></tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">TI_e1</td>
<td valign="top" align="center">3.02</td>
<td valign="top" align="center">12.09</td>
<td valign="top" align="center">&#x2212;238.4209</td>
<td valign="top" align="left"/></tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1"><p><italic><sup>a</sup>e1 and e2 indicate two experimental locations &#x201C;Xiangyang&#x201D; and &#x201C;Hulan,&#x201D; respectively.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Genetic and physical maps of the qISO19-1 region. <bold>(A)</bold> Fine-mapping of the QTL qISO19-1 on soybean chromosome 19 using the RIL population. Genetic distances, in cM, are shown below the chromosome, and the locations of the markers and qISO19-1 are shown above. <bold>(B)</bold> LOD scores for isoflavone contents (daidzein and total isoflavone) over QTL qISO19-1 on chromosome 19. LOD scores were calculated independently by ICIM. The threshold LOD value was 2.5. <bold>(C)</bold> Genetic map showing the redefined position of qISO19-1 on chromosome 19 based on the BC<sub>2</sub>F<sub>3</sub> population.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-865584-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>Fine Mapping of qISO19-1 and Candidate Gene Mining</title>
<p>Quantitative trait loci qISO19-1 was fine-mapped using 75 simple sequence repeat (SSR) markers near qISO19-1 (between markers Bin2464 and Bin2465; <xref ref-type="fig" rid="F1">Figure 1A</xref>). Of these SSR markers, 12 (M1&#x2013;M12) were polymorphic between the parental lines, as well as within the BC<sub>2</sub>F<sub>3</sub> population. The local saturation map of qISO19-1 for daidzein and total isoflavone contents showed that the logarithm of the odds (LOD) scores were above the threshold from M4 (SSR_19_0116) to M5 (SSR_19_0123) (<xref ref-type="fig" rid="F1">Figures 1B,C</xref>). Within the fine-mapped population, we identified five recombinants that were homozygous for &#x201C;Dongong8004&#x201D; alleles at M4 and M5, and five recombinants that were homozygous or heterozygous for the &#x201C;Zhongdou27&#x201D; at these alleles (<xref ref-type="fig" rid="F2">Figure 2A</xref>). Levels of daidzein and total isoflavone in the seeds produced by the lines carrying the &#x201C;Zhongdou27&#x201D; alleles were significantly higher (<italic>P</italic> &#x003C; 0.001) than those produced by the lines carrying the &#x201C;Dongong8004&#x201D; alleles (<xref ref-type="fig" rid="F2">Figure 2B</xref>). Thus, the qISO19-1 QTL was narrowly defined to a 62.9-kb region between markers SSR_19_0116 and SSR_19_0123 on chromosome 19. Based on comparisons with the reference genome (<italic>G. max</italic> Williams 82) (<xref ref-type="bibr" rid="B47">Schmutz et al., 2010</xref>), this interval harbors five putative genes (<xref ref-type="fig" rid="F1">Figure 1A</xref>): <italic>Glyma.19G017200, Glyma.19G017300, Glyma.19G017400, Glyma.19G017500</italic>, and <italic>Glyma.19G017700</italic> (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 7</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Refinement of the qISO19-1 region. <bold>(A)</bold> Restriction of qISO19-1 to a 62.8-kb region of chromosome 19 in the RIL population, and identification of recombinants based on 12 polymorphic markers. Black cells indicate alleles homozygous with the male parent (&#x201C;Zhongdou27&#x201D;); white cells indicate alleles homozygous with the female parent (&#x201C;Dongnong8004&#x201D;); gray cells indicate heterozygous alleles. Below are shown the positions of the six candidate genes in the qISO19-1 region, as indicated by comparisons to the reference genome. <bold>(B)</bold> Contents of daidzein (DZ) and total isoflavone (TI) in seeds produced by the recombinant lines. &#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.001.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-865584-g002.tif"/>
</fig>
<p>Relative expression levels of these five genes were quantified for 43 soybean germplasms: 20 germplasms with high isoflavone content (3709&#x2014;5970 &#x03BC;g/g) and 23 germplasms with low isoflavone content (1263&#x2014;2042 &#x03BC;g/g) (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>). Four genes, <italic>Glyma.19G017200, Glyma.19G017300, Glyma.19G017400</italic>, and <italic>Glyma.19G017500</italic>, were expressed in the seeds of all accessions during the late R6 stage (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 4</xref>). <italic>Glyma.19G017700</italic> was expressed at a relatively low level in 30 accessions (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 4</xref>). The relative expression level of <italic>Glyma.19G017500</italic> was significantly positively correlated with isoflavone content in the seeds of all accessions (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 8</xref>). Thus, we considered <italic>Glyma.19G017500</italic>, which is a methyltransferase (MT), a candidate gene at the qISO19-1 locus. This gene was named <italic>GmMT1</italic>.</p>
</sec>
<sec id="S3.SS4">
<title><italic>GmMT1</italic> Sequence Analysis and Localization</title>
<p>The full-length coding sequence (CDS) of <italic>GmMT1</italic> (<italic>Glyma.19G017500</italic>) from the high-isoflavone cultivar &#x201C;Zhongdou27&#x201D; was 957 bp long; this sequence was 99.16% consistent with the reference genome (<italic>G. max</italic> Williams 82; <xref ref-type="bibr" rid="B47">Schmutz et al., 2010</xref>; <xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 5a</xref>). <italic>GmMT1</italic> encoded a putative protein composed of 318 amino acid with a predicted molecular mass of 35.16 kDa. This protein harbored all 20 amino acids, with the most abundant being leucine and least abundant being tryptophan. The calculated instability and aliphatic indexes of this protein were 51.94 and 89.47, respectively, suggesting that the protein was unstable. The predicted 3-D structure suggested that <italic>GmMT1</italic> encoded an m<sup>2</sup> G966 specific 16S rRNA methyltransferase (<xref ref-type="bibr" rid="B26">Lesnyak et al., 2007</xref>; <xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 5b</xref>). Using the Phytozome database (<xref ref-type="bibr" rid="B15">Goodstein et al., 2012</xref>), we identified a second copy of <italic>GmMT1</italic> on chromosome 13 (<italic>Glyma.13G066900</italic>); the amino acid sequence putatively encoded by this copy was 82.15% homologous with <italic>GmMT1</italic> (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 6</xref>). Phylogenetic analysis of GmMT1 and several other plant methyltransferases indicated that GmMT1 formed a well-supported clade with the methyltransferases of <italic>Phaseolus vulgaris</italic>, <italic>Medicago truncatula</italic>, and <italic>Trifolium pratense</italic> (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 5c</xref>), suggesting that the functions of <italic>MT1</italic> may be conserved across leguminous plants.</p>
</sec>
<sec id="S3.SS5">
<title>Expression of <italic>GmMT1</italic> in Developing Soybean Seeds and in Response to Stress</title>
<p>At developmental stage R7, <italic>GmMT1</italic> was significantly upregulated in the seeds of the high-isoflavone cultivar &#x201C;Zhongdou27&#x201D; as compared to the seeds of the low-isoflavone cultivar &#x201C;Dongnong8004&#x201D; (<xref ref-type="fig" rid="F3">Figure 3A</xref>). At all other developmental stages tested, <italic>GmMT1</italic> expression level did not differ between cultivars. However, the stark difference in <italic>GmMT1</italic> expression at stage R7 suggested that this gene may participate in isoflavone accumulation in soybean seeds. <italic>GmMT1</italic> expression was also induced in the high-isoflavone cultivar &#x201C;Zhongdou27&#x201D; in response to salt and drought stress (<xref ref-type="fig" rid="F3">Figures 3B,C</xref>). In both cases, <italic>GmMT1</italic> was significantly upregulated at 12 h after stress initiation in comparison to the control group (<xref ref-type="fig" rid="F3">Figures 3B,C</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>The expression patterns of <italic>GmMT1</italic> in soybeans. <bold>(A)</bold> Relative expression of <italic>GmMT1</italic> in the seeds of the high-isoflavone cultivar &#x201C;Zhongdou27&#x201D; and low-isoflavone cultivar &#x201C;Dongnong8004&#x201D; during development. Seeds were sampled every 7 days from the start of stage R5 to the end of stage R8. <bold>(B,C)</bold> Expression of <italic>GmMT1</italic> in soybean leaves in response to panels <bold>(B)</bold> salt and <bold>(C)</bold> drought stress. Time represents the hours after stress initiation. <italic>n</italic> = 3 samples per stage or time point. &#x201C;<sup>&#x002A;&#x002A;</sup>&#x201D; and &#x201C;&#x002A;&#x201D; indicate <italic>P</italic> &#x003C; 0.01 and <italic>P</italic> &#x003C; 0.05 based on Student&#x2019;s two-tailed <italic>t</italic>-test.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-865584-g003.tif"/>
</fig>
</sec>
<sec id="S3.SS6">
<title>The <italic>GmMT1</italic> Protein Was Expressed in the Chloroplast</title>
<p>We expressed the green fluorescent protein (GFP) and the GmMT1-GFP fusion protein, both under the control of the 35S promoter, in separate <italic>Arabidopsis</italic> protoplasts. In protoplasts carrying 35S:GFP, GFP signal was dispersed throughout the cell (<xref ref-type="fig" rid="F4">Figure 4</xref>). However, in protoplasts carrying 35S:GmMT1-GFP, the GFP signal was primarily observed in the chloroplasts (<xref ref-type="fig" rid="F4">Figure 4</xref>), indicating that GmMT1 was a chloroplast-localized protein.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Sub-cellular localization of the GmMT1 protein in <italic>Arabidopsis</italic> protoplasts. GmMT1-GFP expression was driven by the cauliflower mosaic virus 35S promoter and transiently expressed in <italic>Arabidopsis</italic> protoplasts. The images shown are GFP fluorescence (green) only, bright-field, chlorophyll auto-fluorescence (red) only, and combined. Scale bars = 10 &#x03BC;m.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-865584-g004.tif"/>
</fig>
</sec>
<sec id="S3.SS7">
<title>Overexpression of <italic>GmMT1</italic> Increased Isoflavone Concentrations in Transgenic Plants</title>
<p>We used <italic>Agrobacterium rhizogenes</italic>-mediated transformation to overexpress <italic>GmMT1</italic> in the hairy roots of soybean cultivar &#x201C;Donong50,&#x201D; a low-isoflavone cultivar. In the hairy roots overexpressing <italic>GmMT1</italic> (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 7a,b</xref>), total isoflavone concentrations were significantly greater than in the wild-type hairy roots (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 7c</xref>).</p>
<p>We then used <italic>Agrobacterium tumefaciens</italic>-mediated transformation to co-overexpress <italic>GmMT1</italic> and the selection marker gene <italic>bar</italic> in &#x201C;Dongnong50,&#x201D; a low-isoflavone cultivar that is also an excellent transgenic receptor, to generate three independent T2 transgenic soybean lines (<xref ref-type="fig" rid="F5">Figure 5A</xref>). In the seeds of the T2 transgenic lines, <italic>GmMT1</italic> was significantly upregulated as compared to non-transgenic &#x201C;Dongnong50&#x201D; (<xref ref-type="fig" rid="F5">Figure 5B</xref>), and western blots confirmed the expression of the bar protein in the transgenic plants (<xref ref-type="fig" rid="F5">Figure 5C</xref>). Isoflavone contents in the seeds of the <italic>GmMT1</italic>-overexpressing T2 transgenic lines were significantly greater than isoflavone contents in the seeds of the wild-type plants (increases of nearly 3.0-fold; <xref ref-type="fig" rid="F5">Figure 5D</xref>). Thus, our results suggested that <italic>GmMT1</italic> expression might be associated with isoflavone biosynthesis in both soybeans and <italic>Arabidopsis</italic>.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Overexpression <italic>GmMT1</italic> in the soybean cultivar &#x201C;Dongnong50&#x201D; (WT). <bold>(A)</bold> WT Dongnong plants and T2 transgenic plants overexpressing <italic>GmMT1</italic> (OX1&#x2013;3). <bold>(B)</bold> Relative <italic>GmMT1</italic> expression in WT and T2 transgenic plants. <bold>(C)</bold> Western blot showing the expression of the bar protein in the transgenic soybean plants. <bold>(D)</bold> Isoflavone contents in the seeds produced by the WT and transgenic soybean cultivars. &#x002A;&#x002A; indicates a significant difference between WT and transgenic soybean plants (<italic>P</italic> &#x003C; 0.01, Student&#x2019;s <italic>t</italic>-test. Error bars represent the standard error, <italic>n</italic> = 3).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-865584-g005.tif"/>
</fig>
</sec>
<sec id="S3.SS8">
<title><italic>GmMT1</italic> Overexpression Improved Arabidopsis Resistance to Salt and Drought</title>
<p>Using <italic>Agrobacterium</italic>-mediated transformation, we overexpressed <italic>GmMT1</italic> in wild-type <italic>Arabidopsis thaliana</italic> Columbia-0 (Col-0) and in <italic>A. thaliana mt1</italic>, a mutant strain in which the <italic>Arabidopsis</italic> homolog of <italic>GmMT1</italic> (At3G28460) was silenced, to generate <italic>GmMT1-ox</italic> and of <italic>GmMT1-ox mt1</italic>; three independent T3 lines of each transgenic strain were generated (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 8a&#x2013;c</xref>). Under control conditions, germination rate did not differ among wild-type (Col-0), <italic>mt1</italic> mutant, and T3 transgenic (<italic>GmMT1-ox</italic> and <italic>GmMT1-ox mt1</italic>) <italic>Arabidopsis</italic> seeds (<xref ref-type="fig" rid="F6">Figures 6A,B</xref>). When exposed to salt or drought stress, seed germination rate in the wild-type and the <italic>mt1</italic> mutant decreased significantly (<xref ref-type="fig" rid="F6">Figures 6A,B</xref>). In the <italic>GmMT1-ox</italic> plants, seed germination rate decreased in response to both salt and drought stress (significantly in the latter case), but remained significantly greater than those in stressed non-<italic>GmMT1</italic>-overexpressing plants (<xref ref-type="fig" rid="F6">Figures 6A,B</xref>). In contrast, in <italic>GmMT1-ox mt1</italic> plants, seed germination rates decreased significantly in response to both salt and drought stress, and seed germination was significantly greater than stressed non-<italic>GmMT1</italic>-overexpressing plants after salt stress, but not drought stress (<xref ref-type="fig" rid="F6">Figures 6A,B</xref>). Root growth measurements returned similar results to the seed germination assays. That is, after salt or drought stress, the roots of transgenic wild-type and <italic>mt1 Arabidopsis</italic> plants were longer than those of plants not overexpressing <italic>GmMT1</italic> (<xref ref-type="fig" rid="F6">Figures 6C,D</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Effects of <italic>GmMT1</italic> overexpression on <italic>Arabidopsis</italic> and on soybean hairy roots after exposure to salt or drought stress. <bold>(A,B)</bold> Germination and <bold>(C,D)</bold> root growth of <italic>Arabidopsis</italic> Columbia-0 (WT), <italic>Arabidopsis mt1</italic> (a mutant strain in which the <italic>Arabidopsis</italic> homolog of<italic>GmMT1</italic>, <italic>At3G28460</italic>, is silenced), and two T3 transgenic lines overexpressing <italic>GmMT1</italic> (<italic>GmMT1-ox</italic> and <italic>GmMT1-ox mt1</italic>) after exposure to salt (100 mM NaCl) or drought (300 mM mannitol) stress. <bold>(E)</bold> Phenotypic differences in hairy roots of transgenic and non-transgenic soybeans after exposure to salt (NaCl) or drought (PEG) stress. <bold>(F,G)</bold> Relative rates of increase in panels <bold>(F)</bold> root length and <bold>(G)</bold> root weight for non-transgenic &#x201C;Dongnong50&#x201D; soybeans (WT) and transgenic soybeans overexpressing <italic>GmMT1</italic> after exposure to salt (NaCl) or drought (PEG) stress. &#x002A;&#x002A; indicates a significant difference between WT and transgenic or between treatment and control groups (<italic>P</italic> &#x003C; 0.01, Student&#x2019;s <italic>t</italic> test). Error bars represent standard error (<italic>n</italic> = 3).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-865584-g006.tif"/>
</fig>
<p>The relative growth rates of the hairy roots of low-isoflavone soybean cultivar Donong50 decreased significantly with respect to both length and weight after exposure to drought or salt stress (<xref ref-type="fig" rid="F6">Figures 6E&#x2013;G</xref>). However, the hairy roots of transgenic Donong50 overexpressing <italic>GmMT1</italic> were significantly more tolerant of drought and salt stress (<xref ref-type="fig" rid="F6">Figures 6E&#x2013;G</xref>). Indeed, as compared to the non-transgenic cultivar, relative rates of root length and weight increase in the transgenic cultivar were respectively 12.13% and 11.78% greater after salt stress, and respectively 7.91% and 9.15% greater after drought stress (<xref ref-type="fig" rid="F6">Figures 6E&#x2013;G</xref>). Thus, <italic>GmMT1</italic>-driven increases in isoflavone concentrations might increase the resistance of plants to salt and drought stress.</p>
</sec>
<sec id="S3.SS9">
<title><italic>GmMT1</italic> Overexpression Improved Soybean Resistance to <italic>Phytophthora sojae</italic></title>
<p>Under control (uninfected) conditions, <italic>GmMT1</italic> was significantly more highly expressed in the three transgenic Donong50 lines overexpressing <italic>GmMT1</italic> than in the non-transgenic low-isoflavone soybean cultivar Donong50 (<xref ref-type="fig" rid="F7">Figure 7A</xref>). Correspondingly, the symptoms of <italic>P. sojae</italic> infection, including watery and rotting lesions, were less obvious in the transgenic hairy roots as compared to the non-transgenic hairy roots after 2 weeks of treatment (<xref ref-type="fig" rid="F7">Figure 7B</xref>). Thus, our results indicated that the overexpression of <italic>GmMT1</italic> might increase the resistance of soybeans to <italic>P. sojae</italic> infection, and/or reduce the severity of the infection.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>The effects of <italic>GmMT1</italic> overexpression on <italic>Phytophthora sojae</italic> resistance. <bold>(A)</bold> The relative expression levels of <italic>GmMT1</italic> in non-transgenic low-isoflavone soybean cultivar Donong50 (WT) and three transgenic Donong50 lines overexpressing <italic>GmMT1.</italic> &#x002A;&#x002A; indicates a significant difference between WT and transgenic hair roots (<italic>P</italic> &#x003C; 0.01, Student&#x2019;s <italic>t</italic>-test). <bold>(B)</bold> Phenotypic differences in hairy roots of transgenic and non-transgenic soybeans after <italic>P. sojae</italic> infection.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-865584-g007.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="S4">
<title>Discussion</title>
<p>Quantitative trait loci mapping is the most common and effective method used to analyze agronomically important plant characteristics (<xref ref-type="bibr" rid="B44">Pulst, 1999</xref>; <xref ref-type="bibr" rid="B46">Rafalski, 2010</xref>). Soybean isoflavone content is a quantitative trait, controlled by multiple genes, which is easily affected by the environment (<xref ref-type="bibr" rid="B59">Zeng et al., 2009</xref>). Here, we identified 15 QTLs underlying soybean isoflavone content, of which three overlapped with previously reported QTLs in genomic regions. Of these three QTLs, qTI3-1 overlapped with the reported QTL &#x201C;Seed isoflavone 4-2&#x201D; associated with soybean isoflavone content (<xref ref-type="bibr" rid="B29">Liang et al., 2010</xref>); qTI8-1 occupied a similar genomic region to the reported QTL &#x201C;Seed total isoflavone 9-1&#x201D; (<xref ref-type="bibr" rid="B55">Wang et al., 2015</xref>); and qISO13-1 overlapped with the known QTL &#x201C;qIF13-1&#x201D; (<xref ref-type="bibr" rid="B6">Cai et al., 2018</xref>).</p>
<p>Using the 12 novel QTLs, we fine-mapped the important stable locus qIF19-1, and identified <italic>GmMT1</italic> as a candidate gene associated with isoflavone content at this locus.</p>
<p><italic>GmMT1</italic> encodes an m<sup>2</sup> G966-specific 16S rRNA methyltransferase, which falls into the S-adenosyl-L-methionine-dependent methyltransferase (SAM-Mtase) superfamily (<xref ref-type="bibr" rid="B22">Joshi and Chiang, 1998</xref>; <xref ref-type="bibr" rid="B26">Lesnyak et al., 2007</xref>; <xref ref-type="bibr" rid="B62">Zou et al., 2020</xref>). SAM-Mtases are key enzymes in many plant metabolic pathways, playing important roles in the biosynthesis of many plant products associated plant growth and development, as well as in the resistance to many biotic and abiotic stressors (<xref ref-type="bibr" rid="B13">Douglas, 1996</xref>; <xref ref-type="bibr" rid="B57">Ying et al., 1996</xref>; <xref ref-type="bibr" rid="B48">Song et al., 2009</xref>; <xref ref-type="bibr" rid="B5">Byeon et al., 2015</xref>; <xref ref-type="bibr" rid="B36">Nam et al., 2016</xref>; <xref ref-type="bibr" rid="B10">Choi et al., 2017</xref>; <xref ref-type="bibr" rid="B38">Niu et al., 2018</xref>; <xref ref-type="bibr" rid="B62">Zou et al., 2020</xref>). The m<sup>2</sup> G966-specific 16S rRNA methyltransferases participate in specific methylation of the G966 base of 16S rRNA (<xref ref-type="bibr" rid="B26">Lesnyak et al., 2007</xref>). Recently, <xref ref-type="bibr" rid="B62">Zou et al. (2020)</xref> localized <italic>CMAL</italic>, a 16S rRNA methyltransferase, to the chloroplast, and showed that this protein was important for chloroplast ribosome biogenesis and plant development. However, few other studies of the biological functions of 16S rRNA methyltransferases are available.</p>
<p>Here, we fine-mapped and cloned a soybean methyltransferase gene, <italic>GmMT1</italic>, that was strongly associated with isoflavone accumulation in soybean seeds. Consistent with <xref ref-type="bibr" rid="B62">Zou et al. (2020)</xref>, we localized GmMT1 to the chloroplast. Moreover, we found that the hairy roots of transgenic low-isoflavone soybean lines overexpressing <italic>GmMT1</italic> had significantly greater isoflavone contents than the hairy roots of the same lines not overexpressing <italic>GmMT1</italic>, suggesting that <italic>GmMT1</italic> may participate the isoflavone biosynthesis in soybeans. Additionally, we found that the heterologous expression of <italic>GmMT1</italic> in <italic>Arabidopsis</italic>, both ecotype Col-0 and the <italic>mt1</italic> mutant, increased isoflavone content relative to non-transgenic lines. This suggested that <italic>GmMT1</italic> may regulate isoflavone biosynthesis in other plants as well as soybeans.</p>
<p>Previous studies have shown that isoflavone content may affect plant resistance to various abiotic stressors, including salt and drought (<xref ref-type="bibr" rid="B7">Caldwell et al., 2005</xref>; <xref ref-type="bibr" rid="B56">Wu et al., 2008</xref>; <xref ref-type="bibr" rid="B17">Gutierrez-Gonzalez et al., 2010</xref>). In addition, decreases in isoflavone content have been shown to weaken the resistance of soybeans to the pathogen <italic>P. sojae</italic> (<xref ref-type="bibr" rid="B50">Subramanian et al., 2005</xref>; <xref ref-type="bibr" rid="B16">Graham et al., 2007</xref>). Here, we found that transgenic soybean and <italic>Arabidopsis</italic> lines overexpressing <italic>GmMT1</italic> not only contained higher levels of isoflavones than non-transgenic lines, but were less susceptible to salt and drought stress. This may be because isoflavones commonly exist as water-soluble glycosides (<xref ref-type="bibr" rid="B40">Pandey et al., 2014</xref>), which may play an important role in osmotic regulation under drought and salt stress (<xref ref-type="bibr" rid="B40">Pandey et al., 2014</xref>). In addition, when soybeans were infected with <italic>P. sojae</italic>, the hairy roots of the transgenic lines overexpressing <italic>GmMT1</italic> exhibited milder symptoms of <italic>P. sojae</italic> infection than did the non-transgenic lines, supporting the association between soybean isoflavone content and <italic>P. sojae</italic> resistance. Similarly, <xref ref-type="bibr" rid="B9">Cheng et al. (2015)</xref> found that an isoflavone reductase gene, <italic>GmIFR</italic>, was related to soybean isoflavone content and <italic>P. sojae</italic> resistance. However, the functional effects of <italic>GmMT1</italic> and <italic>GmIFR</italic> on soybean isoflavone content and <italic>P. sojae</italic> resistance differed. Unlike <italic>GmMT1, GmIFR</italic> expression decreased isoflavone content and increased <italic>P. sojae</italic> resistance.</p>
<p>Our results showed that <italic>GmMT1</italic> participates in the regulation of isoflavone content in soybeans, and that biotic and abiotic stress resistance depend on isoflavone content, and, consequently, <italic>GmMT1</italic> expression. However, further study of <italic>GmMT1</italic> is required to better characterize the regulatory mechanisms underlying isoflavone accumulation, as well as the effects of isoflavone content on the stress responses of soybeans and other plants.</p>
</sec>
<sec sec-type="data-availability" id="S5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref>, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="S6">
<title>Author Contributions</title>
<p>XZ and YH designed and supervised the research. RL, JZ, and DS conducted the experiment and analyzed the data. DW, ML, YZ, and WT conducted the field trial. XZ, YJ, YH, and WL wrote the manuscript. All authors read and approved the manuscript.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="pudiscl1" 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>
</body>
<back>
<sec sec-type="funding-information" id="S7">
<title>Funding</title>
<p>This study was financially supported by the National Key Research and Development Project of China (2021YFF1001204), the Chinese National Natural Science Foundation (31871650 and 31971967), the National Project (2014BAD22B01 and 2016ZX08004001-007), the Youth Leading Talent Project of the Ministry of Science and Technology in China (2015RA228), The National Ten-thousand Talents Program, The National Project (CARS-04-PS04), the Postdoctoral Foundation of Heilongjiang Province (LBH-Q20004).</p>
</sec>
<ack>
<p>We thank LetPub (<ext-link ext-link-type="uri" xlink:href="http://www.letpub.com">www.letpub.com</ext-link>) for its linguistic assistance and scientific consultation during the preparation of this manuscript.</p>
</ack>
<sec id="S9" 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.2022.865584/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2022.865584/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="DS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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