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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.2024.1516990</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>Rice glycosyltransferase OsDUGT1 is involved in heat stress tolerance by glycosylating flavonoids and regulating flavonoid metabolism</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Dong</surname>
<given-names>Guang-rui</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2876213"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Shu-man</given-names>
</name>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Ding</surname>
<given-names>Yi</given-names>
</name>
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<contrib contrib-type="author">
<name>
<surname>Ma</surname>
<given-names>Yu-qing</given-names>
</name>
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<contrib contrib-type="author">
<name>
<surname>Ma</surname>
<given-names>Xing-mei</given-names>
</name>
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<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Chong-lin</given-names>
</name>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hou</surname>
<given-names>Bing-kai</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<aff id="aff1">
<institution>The Key Laboratory of Plant Development and Environmental Adaptation Biology, Ministry of Education, Shandong Key Laboratory of Precision Molecular Crop Design and Breeding, School of Life Sciences, Shandong University</institution>, <addr-line>Qingdao</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Purabi Mazumdar, University of Malaya, Malaysia</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Malay Kumar Adak, University of Kalyani, India</p>
<p>Mohd Fadhli Hamdan, MARA University of Technology, Malaysia</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Bing-kai Hou, <email xlink:href="mailto:bkhou@sdu.edu.cn">bkhou@sdu.edu.cn</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1516990</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>12</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Dong, Zhao, Ding, Ma, Ma, Liu and Hou</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Dong, Zhao, Ding, Ma, Ma, Liu and Hou</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>One significant environmental element influencing the growth and yield of rice (<italic>Oryza sativa</italic> L.) is high temperature. Nevertheless, the mechanism by which rice responds to high temperature is not fully understood. A rice glycosyltransferase gene, <italic>OsDUGT1</italic>, was identified as a heat-responsive gene in this investigation. Its function was studied by overexpression and knockout methods. The results showed that under heat stress, <italic>OsDUGT1</italic> overexpression lines (<italic>OsDUGT1</italic>-OE) increased the survival rate of rice, while <italic>Osdugt1</italic> knockout lines (<italic>Osdugt1</italic>-ko) decreased the survival rate compared to wild type (ZH11). In addition to rice, heat stress tolerance was also improved by ectopic expression of <italic>OsDUGT1</italic> in transgenic <italic>Arabidopsis thaliana</italic> plants. We observed that ROS scavenging ability, malondialdehyde accumulation, and the ion leakage are relevant to the expression level of <italic>OsDUGT1</italic>. Through enzyme activity analysis, we found that <italic>OsDUGT1</italic> could glycosylate flavonoid compounds. Correspondingly, the loss of <italic>OsDUGT1</italic> function caused a significant decrease in endogenous flavonoid accumulation in rice, which was demonstrated by our metabolomics analysis. Additionally, our transcriptomic analysis of <italic>Osdugt1</italic> mutant lines under heat stress condition indicated that mutation of <italic>OsDUGT1</italic> can reduce the transcriptional activity of heat response related genes, antioxidant enzyme genes and other genes involved in the flavonoid biosynthetic pathway. In summary, our work revealed that <italic>OsDUGT1</italic> plays a crucial role in adjusting and balancing the overall plant metabolism and transcription under heat stress through glycosylation of flavonoids, and offers a key prospect gene for breeding efforts to enhance crop heat tolerance under the trend of climate warming all over the globe.</p>
</abstract>
<kwd-group>
<kwd>rice</kwd>
<kwd>
<italic>Arabidopsis thaliana</italic>
</kwd>
<kwd>glycosyltransferase</kwd>
<kwd>OsDUGT1</kwd>
<kwd>flavonoids</kwd>
<kwd>heat stress tolerance</kwd>
</kwd-group>
<counts>
<fig-count count="9"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="52"/>
<page-count count="14"/>
<word-count count="6606"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Abiotic Stress</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1a">
<title>Highlights</title>
<list list-type="bullet">
<list-item>
<p>The rice glycosyltransferase OsDUGT1 has been shown to be a heatresponsive gene. It plays an important role in improving heat tolerance by glycosylating flavonoids and regulating flavonoid metabolism.</p>
</list-item>
</list>
</sec>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Heat stress can adversely affect plant growth and development, physiological processes and yield (<xref ref-type="bibr" rid="B19">Gupta et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B37">Sharma et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B20">Hassan et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B17">Guihur et&#xa0;al., 2022</xref>). For instance, the yield&#xa0;of rice (<italic>Oryza sativa</italic> L.) is estimated to decrease by 3.2% for every 1&#xb0;C increase in the average global temperature (<xref ref-type="bibr" rid="B50">Zhao et&#xa0;al., 2017</xref>). According to recent literature, 10% yield reduction will occur for every 1&#xb0;C increase of night-time temperature during the rice reproductive stage. In the case of <italic>Japonica</italic> rice in particular, field temperatures of more than 35&#xb0;C tend to cause significant yield losses(<xref ref-type="bibr" rid="B4">Chang et&#xa0;al., 2024</xref>). Excessive formation of reactive oxygen species (ROS) is a key effect of heat stress, which results in oxidative stress (<xref ref-type="bibr" rid="B9">Das et&#xa0;al., 2024</xref>). ROS are considered the byproducts of aerobic metabolism. The multifunctional cellular redox sensing systems and ROS-dependent regulatory networks have the capacity to influence the majority of cellular processes, from transcription to translation and metabolism, and serve as integral early signaling components in the appropriate responses to environmental stresses (<xref ref-type="bibr" rid="B10">Denjalli et&#xa0;al., 2024</xref>). In plants, the main forms of ROS are superoxide anion (O<sup>&#x2212;2</sup>), singlet oxygen (1O<sup>2</sup>), hydroxyl radical (HO&#xb7;) and hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) (<xref ref-type="bibr" rid="B2">Bheri and&#xa0;Pandey, 2018</xref>). When the antioxidant capacity of cells is exceeded by the production of reactive oxygen species, cellular macromolecules (e.g., lipids, proteins, and DNA) are susceptible to damage. Under normal circumstances, ROS generation and clearance are balanced. Nevertheless, under conditions of heat stress, this equilibrium is disturbed, resulting in an elevated production of ROS (<xref ref-type="bibr" rid="B52">Zhao et&#xa0;al., 2018a</xref>). One of the primary mechanisms by which plants remove ROS in response to stress is the activation of the antioxidant enzyme system, including ascorbate peroxidase (APX), catalase (CAT), superoxide dismutase (SOD), peroxidase (POD), glutathione reductase (GR) and other antioxidant enzymes. Moreover, there was a positive correlation between the activity of antioxidant enzymes and rising temperatures (<xref ref-type="bibr" rid="B51">Zhao et&#xa0;al., 2018b</xref>).</p>
<p>When plants are exposed to elevated temperatures, metabolic processes are affected, resulting in protein aggregation, misfolding and denaturation (<xref ref-type="bibr" rid="B21">Jacob et&#xa0;al., 2017</xref>). As molecular chaperones, heat shock proteins (HSP) are integral to the sustenance of cellular homeostasis and protein functions. According to the different molecular weight, HSPs can be classified into numerous categories, such as HSP20, HSP60, HSP70, HSP90, HSP100 and so on (<xref ref-type="bibr" rid="B39">Swindell et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B8">Dahuja et&#xa0;al., 2022</xref>). The promoter region of heat shock proteins contains several conserved heat shock elements, and their expression is mainly under the regulation of heat shock transcription factors (HSFs), which trigger the transcription of <italic>HSP</italic> genes in plants (<xref ref-type="bibr" rid="B22">Kang et&#xa0;al., 2022</xref>). For example, in <italic>Arabidopsis thaliana</italic>, HSFA2 plays a major role in resistance to heat stress (<xref ref-type="bibr" rid="B30">Nishizawa et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B5">Chan-Schaminet et&#xa0;al., 2009</xref>). Overexpressing <italic>OsHsfA2e</italic> and <italic>OsHSFA2dI</italic> can improve rice tolerance to environmental heat resistance (<xref ref-type="bibr" rid="B45">Yokotani et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B7">Cheng et&#xa0;al., 2015</xref>). <italic>TaHsfA2-10</italic>, TaHsfA2-7 actively regulates heat stress in wheat (<xref ref-type="bibr" rid="B18">Guo et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B26">Ma et&#xa0;al., 2023a</xref>). These results suggest that HSPs and HSFs are essential for the management of heat stress in plants.</p>
<p>Additionally, secondary metabolism is crucial to plant life since it is a key component of how plants interact with their surroundings (<xref ref-type="bibr" rid="B43">Yang et&#xa0;al., 2005</xref>). Plants produce many secondary metabolites during metabolism, such as flavonoids, terpenoids, alkaloids, and phenolic acids. These substances play an important role in grow and development, biotic and abiotic stress tolerance of plants (<xref ref-type="bibr" rid="B44">Yang et&#xa0;al., 2018</xref>). Flavonoids are very abundant secondary metabolites in plants and have many biological functions (<xref ref-type="bibr" rid="B40">Treutter, 2006</xref>; <xref ref-type="bibr" rid="B48">Zhang Y. M. et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B15">Feng et&#xa0;al., 2023</xref>). Flavonoids can be used as effective ROS scavengers, helping to remove excess hydroxyl free radicals in plants, thus reducing damage to plant growth and development (<xref ref-type="bibr" rid="B29">Muhlemann et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B38">Shen et&#xa0;al., 2022</xref>). For example, Postiglione and colleagues found that excessive accumulation of flavonoids in tomato exposed to high temperature could reduce ROS levels, protect pollens from high temperature stress, and thus improve pollen viability, germination rate and tube growth (<xref ref-type="bibr" rid="B33">Postiglione et&#xa0;al., 2024</xref>). UDP-dependent glycosyltransferases (UGTs) are members of the glycosyltransferase superfamily, and they usually catalyze the transfer of sugars to secondary metabolites for the formation of a glycosidic bond (<xref ref-type="bibr" rid="B28">Mackenzie et&#xa0;al., 1997</xref>). UGTs have been implicated as key players in the response to environmental stress. For example, <italic>AtUGT76E11</italic> in <italic>Arabidopsis thaliana</italic> has been shown to regulate plant flavonoid metabolism and to enhance the plant&#x2019;s ability to adapt to environmental stress (<xref ref-type="bibr" rid="B24">Li et&#xa0;al., 2017</xref>). <italic>GSA1</italic>, encoding UGT83A1 in rice, is involved in redirecting metabolic flux from lignin to flavonoid biosynthetic pathways, and enhancing rice tolerance to abiotic stresses (<xref ref-type="bibr" rid="B12">Dong et&#xa0;al., 2020</xref>). UGTs are the largest glycosyltransferase family in plant kingdom and undergo significant expansion during the evolution of plants. However, for most <italic>UGT</italic> genes, their physiological significance in adaptation of plants to live on the land is largely unknown.</p>
<p>In our preliminary screening for stress-response rice <italic>UGT</italic> genes, the evidence that <italic>OsDUGT1</italic> was upregulated under thermal stress condition makes <italic>OsDUGT1</italic> an interesting candidate for our further study. We created transgenic rice plants, including <italic>OsDUGT1</italic> overexpression plants and <italic>Osdugt1</italic> mutant plants, and also created transgenic <italic>Arabidopsis thaliana</italic> plants for the purpose of this study. Our results showed that <italic>OsDUGT1</italic> gene is heat stress-induced and critical for plant heat tolerance response. In addition, we found that OsDUGT1 can catalyze the glycosylation of flavonoids and influence the flavonoids metabolism. Moreover, our metabolomic and transcriptomic data revealed that OsDUGT1 contributes to the global metabolic and transcriptional adjustments of plants upon high temperature challenge. This work provides a theoretical foundation for the mechanisms of heat tolerance in plants, and also potentially promotes the heat-resistant breeding of crop plants under the trend of climate warming all over the globe.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Plant materials and growing conditions</title>
<p>Rice (<italic>Oryza sativa</italic> ssp. japonica) &#x201c;Zhonghua 11&#x201d; (ZH11) and <italic>Arabidopsis thaliana</italic> (Ecotype Col-0) served as the study&#x2019;s wild type plants. In a greenhouse with a 14 h/10 h light-dark cycle, 28&#xb0;C, and 50%&#x2013;60% humidity, rice seedlings were cultivated with 1/2 Hoagland&#x2019;s solution (HS) and stroma (nutritive soil: vermiculite = 3:1), respectively. <italic>Arabidopsis thaliana</italic> seedlings were cultivated with MS medium and stroma (nutritive soil: vermiculite = 3:1) in a controlled environment with a 16 h/8 h light-dark cycle, 100 &#xb5;mol/s<sup>-1</sup>/m<sup>-2</sup> of light intensity, 22&#xb0;C, and 40% - 60% humidity.</p>
</sec>
<sec id="s2_2">
<title>Plasmid construction and genetic transformation</title>
<p>The Hangzhou Biogle Vector Construction Kit (<ext-link ext-link-type="uri" xlink:href="http://www.biogle.cn">http://www.biogle.cn</ext-link>) was used to generate the CRISPR/Cas9-mediated mutation construct of <italic>OsDUGT1</italic>. To construct the rice overexpression plasmid, the full-length CDS of <italic>OsDUGT1</italic> (LOC_Os01g41430) was amplified from rice cDNA using ApexHF HS DNA Polymerase CL (AG Company, China), and then cloned into the pUN1301 vector under the control of the maize ubiquitin promoter. The <italic>Agrobacterium</italic>-mediated genetic transformation of rice was completed by BioRun Biotechnology Co., Ltd (Wuhan, China). In addition, the full-length cDNA of <italic>OsDUGT1</italic> were cloned into a pBI121 binary vector under the control of <italic>CaMV 35S</italic> promoter, which was subsequently introduced into <italic>Arabidopsis</italic> via the flower-dipping technique in order to achieve ectopic expression of <italic>OsDUGT1</italic>. The primers used to construct the plasmids are listed in <xref ref-type="supplementary-material" rid="SF5">
<bold>Supplementary Table S1</bold>
</xref>.</p>
</sec>
<sec id="s2_3">
<title>High temperature stress assays</title>    <p>The high temperature stress experiments of rice and <italic>Arabidopsis</italic> were carried out in the same incubator and same conditions to keep environmental consistency (including temperature, light intensity, light-dark cycle, humidity etc.)</p>
<list list-type="simple">
<list-item>
<p>(1) High temperature induction of gene expression: two-week-old rice seedlings were transferred to 45&#xb0;C high temperature treatment and the samples were collected at 0h, 3h, 6h, 12h, 24h and 48h during treatment. The gene expression levels of <italic>OsDUGT1</italic> at each time point relative to 0h were analyzed using qRT-PCR.</p>
</list-item>
<list-item>
<p>(2) Heat stress treatment of hydroponically grown rice seedlings: All rice seedlings were normally grown in the chamber at 28&#xb0;C for two weeks. <italic>Osdugt1</italic> knockout lines (ko18, ko75), wild type (ZH11) and <italic>OsDUGT1</italic> overexpressing lines (OE19, OE21) were treated under 45&#xb0;C for 24h and then recovery for 7 days. The survival rates after recovery were calculated.</p>
</list-item>
<list-item>
<p>(3)Treatment of soil-grown rice seedlings under heat stress: All plants were grown in the soil for about 6 weeks, and then subjected to 45&#xb0;C high temperature stress treatment (12 h for ko mutant lines, 16 h for OE lines), and then restored in a 28&#xb0;C greenhouse for 10 days. The survival rate was recorded.</p>
</list-item>
<list-item>
<p>(4) <italic>Arabidopsis</italic> hypocotyl growth assays: <italic>Arabidopsis</italic> seeds were cultivated on the MS medium for three days, then put into a 45&#xb0;C incubator under high temperature stress for 2~3 h, followed by recovery culture in a 22&#xb0;C for 3 days in darkness. Photographs were taken to record the hypocotyl growth.</p>
</list-item>
<list-item>
<p>(5) <italic>Arabidopsis</italic> root growth assays: All seeds were grown on MS medium. When the roots grew to about 1cm, transferred to the new 1/2 MS medium, then heat-treated at 45&#xb0;C for 1 h and followed by recovery culture for 7 days. The phenotype of the plant root growth was photographed.</p>
</list-item>
<list-item>
<p>(6) Heat treatment of media-grown <italic>Arabidopsis</italic> seedlings: All seeds were cultivated on the MS medium for 7 days. Then transfer the seedlings to the new 1/2MS medium and subjected to heat-treatment at 45&#xb0;C for 2 h, followed by recovery culture at room temperature for 3 days. The phenotype of the plant growth was photographed and survival rate was measured.</p>
</list-item>
<list-item>
<p>(7) High temperature stress of soil-grown <italic>Arabidopsis</italic> seedlings: The seedlings grown on MS medium for 1 week were transplanted into the soil for another week under normal temperature, and then transferred to a 45&#xb0;C incubator for heat stress treatment of 24 h. After a recovery growth at normal temperature of 22&#xb0;C for 7 days, the growth phenotype was photographed and survival rate was measured.</p>
</list-item>
</list>
</sec>
<sec id="s2_4">
<title>Nitrobluetetrazolium, diaminobenzidine staining and chlorophyll fluorescence measurement</title>
<p>DAB and NBT staining are performed in accordance with the procedure outlined by literature (<xref ref-type="bibr" rid="B11">Dolui et&#xa0;al., 2024</xref>), with slight modifications. Rice leaves were collected following a 24 h of heat stress treatment and submerged in 0.5 mg/mL NBT solution in 10 mM phosphate buffer (pH7.6) before being vacuum-infiltrated for ten minutes. Samples were then dyed for 12 h at room temperature in the absence of light. After discarding the dyeing solution, samples were cooked for 10 minutes in the fixed solution (ethanol: lactic acid: glycerin = 3:1:1) until all of the chlorophyll was gone, at which point they were photographed.</p>
<p>Rice leaves with same heat treatment were gathered and submerged in a 1 mg/mL dimethylbenzidine (DAB) solution in 50 mM Tris-HCl (pH3.8) for 15 minutes before being vacuum-infiltrated. Samples were then dyed for 16 h in the dark at room temperature. Following a 15 minutes of decolonization in a water bath at 70&#xb0;C with 90% ethanol, the pigmented samples were photographed.</p>
<p>Chlorophyll fluorescence parameters were recorded by a PAM fluorometer (Walz; PAM 2500) after dark adaptation (30 min) (<xref ref-type="bibr" rid="B16">Ghorbani et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s2_5">
<title>RNA extraction and qRT-PCR analysis</title>
<p>The Plant RNA Kit (Vazyme Biotech Co., Nanjing, China) was used to extract total RNA from <italic>Arabidopsis</italic> and rice seedlings. The PrimeScript RT reagent kit with gDNA Eraser (Perfect Real Time) (Accurate Biology, Hunan, China) was used for reverse transcription and cDNA synthesis. The SYBR Green Supermix (Transgen, Beijing, China) was used for qRT-PCR. Pre-denaturation was done at 95&#xb0;C for 3 minutes, and then there were 45 cycles (5 s at 95&#xb0;C, 30 s at 60&#xb0;C, and 30 s at 72&#xb0;C). Data was taken at 72&#xb0;C for each cycle. <italic>OsACTIN1</italic> and <italic>OsUBIQ1</italic> were used as the internal reference genes for rice gene analysis. <italic>AtACTIN2</italic> and <italic>AtTUB2</italic> were used as the internal reference genes for <italic>Arabidopsis</italic> gene analysis. Gene expression levels were normalized to these reference genes and the fold change in the expression of each target gene was calculated by using the 2<sup>&#x2212;&#x394;&#x394;Ct</sup> method. <xref ref-type="supplementary-material" rid="SF5">
<bold>Supplementary Table S1</bold>
</xref> contained the primers for the qRT-PCR study.</p>
</sec>
<sec id="s2_6">
<title>Measurement of H<sub>2</sub>O<sub>2</sub>, CAT, SOD, POD, MDA and ion leakage</title>
<p>Two-weeks-old <italic>OsDUGT1</italic> transgenic and wild type rice seedlings were heat-treated for 24 h at 45&#xb0;C, whereas untreated seedlings served as the control. According to the manufacturer&#x2019;s instructions (Shanghai Sangon Biotech, Shanghai, China), the hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) content, catalase (CAT, EC 1.11.1.6), superoxide dismutase (SOD, EC 1.15.1.1), peroxidase (POD, EC 1.11.1.7), and malondialdehyde (MDA) contents were measured using the H<sub>2</sub>O<sub>2</sub> Assay Kit (D799774-0100), CAT Test Kit (D799598-0100), SOD Assay Kit (D799594-0100), POD Assay Kit (D799592-0100), and MDA Assay Kit (D799762-0100), respectively. As previously mentioned, the relative ion leakage rate was measured (<xref ref-type="bibr" rid="B14">Fang et&#xa0;al., 2015</xref>).</p>
</sec>
<sec id="s2_7">
<title>
<italic>Escherichia coli</italic> protein expression and enzyme activity test</title>
<p>The pGEX-4T vector (Takara, Japan) was used to clone the whole <italic>OsDUGT1</italic> cDNA sequence. The <italic>E.coli</italic> strain BL21 was inoculated with the constructs, and the transformed single colony was cultivated for approximately 12 h at 37&#xb0;C in LB medium containing 100 mg/mL ampicillin. The culture solution was then transferred to 75 mL 2&#xd7;YT media containing 50 mg/mL ampicillin at 37&#xb0;C until the OD<sub>600</sub> reached 0.6~0.9. After adding 1 mM isopropyl &#x3b2;-D-1-thiogalactopyranoside (IPTG) and incubating for 24 h at 16&#xb0;C, the OsDUGT1 fusion protein was expressed. Centrifugation at 5000 &#xd7; rpm for 5 minutes at 4&#xb0;C was used to harvest the cells, and they were then re-suspended in 25 mL of PBS solution containing 50 &#xb5;L of phenylmethylsulfonyl fluoride (PMSF, 100 mM). After being lysed using an ultrasonic cell crusher, the supernatant was got by centrifuging suspension at 7000 &#xd7; rpm for 25 minutes at 4&#xb0;C. 100 &#xb5;L of GST agarose beads were added and the tube was incubated for one hour at room temperature. The purified protein was then eluted using elution buffer.</p>
<p>A 100 &#xb5;L aliquot of reaction mixture including 0.1 mM substrate, 2.5 mM MgSO4, 10 mM KCl, 100 mM Tris-HCl (pH8.0), 14 mM 2-mercaptoethanol, 5 mM UDP-glucose, and 1 &#x3bc;g of OsDUGT1 fusion protein was used for the enzyme activity experiment. After 30 minutes of incubation at 30&#xb0;C, 100 &#xb5;L of methanol was added to the reaction mixtures to quench the reaction. The mixtures of enzymatic reactions were centrifuged at 4&#xb0;C for 10 minutes at 12,000 &#xd7; rpm. Liquid chromatography tandem mass spectrometry (LC-MS/MS) analysis was subsequently performed on the supernatant.</p>
</sec>
<sec id="s2_8">
<title>Secondary metabolome analysis</title>
<p>The secondary metabolomics experiment was carried out by Metware Co. (Wuhan, China). First, the sample was freeze-dried with Scientz-100F, and then powdered with MM 400, Retsch (30 Hz, 1.5 min). Next, 50 mg of the sample was weighed and added to pre-cooled 70% methanol for extraction. Following centrifugation (rotation speed 12000 rpm, 3 minutes), the sample was filtered using a microporous filter membrane (0.22 &#x3bc;m pore size), the supernatant was absorbed for UPLC-MS/MS analysis. The following are the primary liquid phase conditions: 1 Column: Agilent SB-C18 1.8 &#xb5;m, 2.1 mm, 100 mm; (2) The mobile phase consists of acetonitrile (with 0.1% formic acid added) and ultra-pure water (phase A); (3) elution gradient: A/B phase: 95:5&#x2009;V/V at 0&#x2009;min, 5:95&#x2009;V/V at 9.0&#x2009;min, 5:95&#x2009;V/V at 10.0&#x2009;min, 95:5&#x2009;V/V at 11.1&#x2009;min, 95:5&#x2009;V/V at 14.0&#x2009;min; (4) flow rate: 0.35mL/min;temperature:40&#xb0;C; injection volume: 2 &#xb5;L. Next, we attached an ESI-triple quadrupole-linear ion trap (QTRAP)-MS to the effluent. Triple quadrupole (QQQ) scanning and liquid chromatographic analysis were performed using the Q TRAP mass spectrometer and API 6500 Q TRAP LC/MS/MS system. This system ran in positive ion mode and had an ESI Turbo Ion-Spray interface. The electrospray ionization (ESI) temperature of 550&#xb0;C and the ion spray voltage (IS) of 5500 V (positive ion mode) or -4500 V (negative ion mode) are the primary mass spectrum conditions. The collision-induced ionization parameters are set to high, and the ion source gas I, gas II, and curtain gas were set to 50, 60, and 25 psi, respectively. QQQ scans obtained with nitrogen as collision gas for MRM experiments. Triple quadrupole mass spectrometry with multiple reaction monitoring (MRM) was used to quantify metabolites. The program Analyst 1.6.3 was used to process the mass spectrum data.</p>
</sec>
<sec id="s2_9">
<title>Preparing RNA-seq libraries and analyzing data</title>
<p>Using the Trizol Reagent, total RNA was extracted from rice seedlings. Illumina NovaSeq (Wuhan, China) was used to implement the RNA-seq libraries. The fastqc software (version: 0.11.5) was used to analyze the raw data. The hisat2 software (version: 2.0.1-beta) was used to compare the clean read data to the reference genome (<ext-link ext-link-type="uri" xlink:href="https://rapdb.dna.affrc.go.jp">https://rapdb.dna.affrc.go.jp</ext-link>). All RNA-seq libraries&#x2019; quantitative expression analyses were compiled using FeatureCounts (version: v1.6.0). Edge R package was used to evaluate the differentially expressed genes (DEGs) compared to wild type. Log2 FC &#x2265;1 and p value &#x2264; 0.05 were regarded as significant differential genes. GO and KEGG enrichment analyses were performed on these DEGs.</p>
</sec>
<sec id="s2_10">
<title>Analysis of statistics</title>
<p>At least three biological replicates and three technical replicates each provided the data present in this study. The mean &#xb1; SD value was used to report the results. One-way ANOVA followed by Tukey&#x2019;s test was performed using SPSS software.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>
<italic>OsDUGT1</italic> is a high temperature inducible gene in rice</title>
<p>Using Genevestigator data platform (<ext-link ext-link-type="uri" xlink:href="https://genevestigator.com/gv">https://genevestigator.com/gv</ext-link>), we searched the <italic>UGT</italic> genes in rice genome to find some members that were up-regulated or down-regulated by high temperature. It was noticed that <italic>OsDUGT1</italic> gene (LOC_Os01g41430.1) was annotated as high temperature inducible in this database. To confirm this, we treated wild type rice (ZH11) with high temperature and detected <italic>OsDUGT1</italic> expression during treatment by qRT-PCR. We found that <italic>OsDUGT1</italic> transcription was significantly increased under heat stress (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure S1A</bold>
</xref>), suggesting it is high temperature inducible gene. To further explore its function and mechanism, we created its knockout mutants using CRISPR/Cas9 strategy, and obtained its homozygous mutant lines <italic>Osdugt1-</italic>ko18 <italic>and Osdugt1-</italic>ko75 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). Besides, we also created and identified several overexpression lines of <italic>OsDUGT1</italic> (OE19, OE21, etc.) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure S1B</bold>
</xref>). These lines were used for subsequent studies.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The induced expression of Os<italic>DUGT1</italic> and the preparation of Os<italic>DUGT1</italic> transgenic rice plants. <bold>(A)</bold> Os<italic>DUGT1</italic> expression patterns of rice under 45&#xb0;C treatment through the qRT-PCR analysis. <bold>(B)</bold> Preparation of <italic>Osdugt1</italic> mutants: ko18 harbors 1-bp insertion at target site 1 and 4-bp deletion at target site 2. ko75 harbors 3-bp deletion at target 1 and 2-bp deletion at target 2. The amino acid sequence in black color indicates the wild type amino acids and the red indicates those from frameshift. <bold>(C)</bold> qRT-PCR analysis showing the expression levels of <italic>OsDUGT1</italic>-overexpressing lines of rice. ZH11 was the wild type rice used in this study. The average number with the same letter (a, b, c, d) in Tukey's test indicates no significant difference at P &lt; 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1516990-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>
<italic>OsDUGT1</italic> confers heat tolerance in rice</title>
<p>Using the two mutant lines (ko18, ko75) and two overexpression lines (OE19, OE21), we investigated the potential function of <italic>OsDUGT1</italic> in response to high temperature for the hydroponically grown rice and soil-grown rice. We discovered that mutants ko18 and ko75 consistently displayed a more susceptible phenotype to the heat stress with reduced survival rates in comparison to wild type ZH11, regardless of whether the rice was cultivated hydroponically or in soil. In contrast to the wild type, the overexpression lines OE19 and OE21 consistently exhibited the improved resistance to heat stress and provided greater survival rates (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). These findings showed that <italic>OsDUGT1</italic> confers heat tolerance on rice and has a beneficial regulatory role in the response to high temperatures.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Phenotypic analyses of <italic>OsDUGT1</italic> transgenic rice under heat stress <bold>(A, B)</bold> Phenotypes and survival rates of hydroponically grown rice seedlings after heat treatment. <italic>Osdugt1</italic> knockout lines (ko18, ko75), wild type (ZH11) and <italic>OsDUGT1</italic> overexpressing lines (OE19, OE21) were treated under 45&#xb0;C for 24h and then recovery for 7 days. The scale bar = 2 cm. <bold>(C&#x2013;F)</bold> Phenotypes and survival rates of soil-grown rice seedlings after heat treatment. <bold>(C, D)</bold> ko18, ko75 and ZH11 were treated under 45&#xb0;C for 12h and then recovery for 10 days. <bold>(E, F)</bold> OE19, OE21 and ZH11 were treated under 45&#xb0;C for 16h and then recovery for 10 days. Significant differences in <bold>(B, D, F)</bold> were analyzed by one-way ANOVA with Tukey&#x2019;s test (P &lt; 0.05). The scale bar = 5cm. The average number with the same letter (a, b, c, d) in Tukey's test indicates no significant difference at P &lt; 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1516990-g002.tif"/>
</fig>
<p>When plants are consistently exposed to severe heat stress, intracellular ROS levels will increase significantly, thus breaking the ROS homeostasis and causing oxidative damage (<xref ref-type="bibr" rid="B51">Zhao et&#xa0;al., 2018b</xref>). To find out how <italic>OsDUGT1</italic>&#x2019;s physiological mechanism affect rice&#x2019;s ability to withstand heat, we measured H<sub>2</sub>O<sub>2</sub> content and discovered that while there were no appreciable differences between the mutant lines, wild type lines and overexpression lines under the control condition, however, the H<sub>2</sub>O<sub>2</sub> content in <italic>Osdugt1</italic> knockout mutant lines after high temperature stress was significantly higher compared to ZH11 and overexpression lines, increased by 0.2 and 0.5 folds, respectively (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). These differences were statistically significant. This suggests that at high temperatures, the loss of <italic>OsDUGT1</italic> gene function causes a large amount of ROS accumulation. Besides, using diaminobenzidine (DAB) and nitroblue tetrazolium (NBT) staining techniques, we further explored the impact of <italic>OsDUGT1</italic> in improving antioxidant capacity. According to the staining results, the rice leaves of the ko18 and ko75 mutant seedlings stained more deeply than those of ZH11 when exposed to high temperature stress, while the leaves of the OE19 and OE21 transgenic seedlings stained lighter than those of ZH11; however, there was no discernible difference between the transgenic and ZH11 seedlings&#x2019; leaves under normal circumstances (<xref ref-type="supplementary-material" rid="SF2">
<bold>Supplementary Figure S2</bold>
</xref>). To cope with oxidative stress, plants often rely on enzymatic or non-enzymatic antioxidant defenses. Antioxidant enzymes including catalase (CAT), superoxide dismutase (SOD), and peroxidase (POD) are thought to be the most effective kinds of defense. After heat stress, our measurements showed that the overexpression lines&#x2019; CAT, SOD, and POD enzyme activities were significantly higher than ZH11, whereas those enzyme activities in mutant lines were lower than ZH11 (<xref ref-type="fig" rid="f3">
<bold>Figures 3B&#x2013;D</bold>
</xref>). These results suggested that <italic>OsDUGT1</italic> responds to heat stress by eliminating reactive oxygen species to a greater degree, thus alleviating plant damage.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Determination of physiological indexes in <italic>OsDUGT1</italic> transgenic rice plants under control and heat stress condition. <bold>(A&#x2013;F)</bold> indicate the H<sub>2</sub>O<sub>2</sub> content, SOD, POD and CAT activity, MDA content, and ion leakage, respectively. Significant differences were analyzed by one-way ANOVA with Tukey&#x2019;s test (P &lt; 0.05). The average number with the same letter (a, b, c, d) in Tukey's test indicates no significant difference at P &lt; 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1516990-g003.tif"/>
</fig>
<p>Usually, high-temperature increases membrane fluidity, causes changes in cell membrane permeability, and results in a significant loss of cellular electrolytes, which inhibits cellular function and reduces heat resistance. On the other hand, membrane lipid peroxidation in plants is detected by measuring malondialdehyde (MDA). MDA is a widely used marker of oxidative lipid injury caused by environmental stress. Because MDA concentration and ion leakage rate represent the degree of cell membrane damage (<xref ref-type="bibr" rid="B34">Prerostova et&#xa0;al., 2022</xref>), we additionally assessed their changes. Following 45&#xb0;C treatment, it was observed that the <italic>Osdugt1</italic> mutant lines&#x2019; MDA content and ion leakage rate were much higher than those of the wild type, whereas the overexpression lines&#x2019; values were significantly lower (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3E, F</bold>
</xref>). These results suggested that <italic>OsDUGT1</italic> confers heat tolerance on rice at least through the increased ROS scavenging and the cellular membrane protection.</p>
</sec>
<sec id="s3_3">
<title>
<italic>OsDUGT1</italic> ectopic expression in <italic>Arabidopsis</italic> improves heat tolerance</title>
<p>To further verify the function of <italic>OsDUGT1</italic> in high temperature response, we heterogeneously expressed this gene in <italic>Arabidopsis thaliana</italic>, and acquired several overexpression lines (OE1, OE2, OE8, OE14) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure S1C</bold>
</xref>). The hypocotyl length of <italic>OsDUGT1</italic> overexpression lines (OE8, OE14) were first measured after heat stress treatment at 45&#xb0;C. We discovered that after heat stress treatment, the hypocotyl length of overexpression lines was noticeably longer than that of wild-type plants (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4B, C</bold>
</xref>). Then, we assessed the transgenic <italic>Arabidopsis</italic>&#x2019;s root elongation after heat treatment. Similar with the hypocotyl growth, the roots of <italic>OsDUGT1</italic> overexpression lines were significantly longer than those of the wild type, and with much more lateral roots (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4D, E</bold>
</xref>). To further investigate whether <italic>OsDUGT1</italic> overexpressing plants can enhance the heat tolerance of <italic>Arabidopsis thaliana</italic>, <italic>OsDUGT1</italic> overexpressing <italic>Arabidopsis</italic> plants grown on media and grown on soil were subjected to heat stress treatment. The results indicated that the growth phenotype and survival rate of plants overexpressing <italic>OsDUGT1</italic> were obviously superior to those of the wild type (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). These results further demonstrated the function of <italic>OsDUGT1</italic> gene in enhancing plant tolerance to heat stress.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Hypocotyl and root growth of <italic>OsDUGT1-</italic>overexpressing Arabidopsis plants under heat stress condition. <bold>(A)</bold> qRT-PCR analysis showed the expression level of <italic>OsDUGT1</italic> in <italic>Arabidopsis thaliana</italic>. Values are normalized against <italic>AtACTIN2</italic>. <bold>(B, C)</bold> Hypocotyl growth and hypocotyl length after heat stress treatment. The scale bar = 1cm. <bold>(D, E)</bold> Root growth and root length after heat stress treatment. The scale bar =1cm. Significant differences in <bold>(C, E)</bold> were analyzed by one-way ANOVA with Tukey&#x2019;s test (P &lt; 0.05). The average number with the same letter (a, b, c, d) in Tukey's test indicates no significant difference at P &lt; 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1516990-g004.tif"/>
</fig>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Growth phenotypes and survival rates of <italic>OsDUGT1-</italic>overexpressing Arabidopsis plants under heat stress condition. <bold>(A, B)</bold> Growth phenotypes and survival rates of <italic>OsDUGT1-</italic>overexpressing Arabidopsis seedlings grown on media after heat stress treatment. The scale bar = 2 cm. <bold>(C, D)</bold> Growth phenotypes and survival rates of <italic>OsDUGT1-</italic>overexpressing Arabidopsis plants grown on soil after heat stress treatment. The scale bar = 5 cm. Data are means &#xb1; SD. Significant differences in <bold>(B, D)</bold> were analyzed by one-way ANOVA with Tukey&#x2019;s test (P &lt; 0.05). The average number with the same letter (a, b, c, d) in Tukey's test indicates no significant difference at P &lt; 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1516990-g005.tif"/>
</fig>
</sec>
<sec id="s3_4">
<title>
<italic>OsDUGT1</italic> has broad-spectrum flavonoid glycosyltransferase activity and modulates the accumulation pattern of flavonoids in rice</title>
<p>In order to know the molecular mechanism of <italic>OsDUGT1</italic> in enhancing plant tolerance to heat stress, we analyzed the glycosyltransferase activity of OsDUGT1 by screening its substrates <italic>in vitro</italic>. The OsDUGT1 fusion protein with GST tag was first expressed in <italic>E.coli</italic> and purified (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). Using the purified OsDUGT1-GST fusion protein as recombinant enzyme and UDP-glucose as sugar donor, a variety of candidate substrates were detected, including flavonoids, phenolic acids, plant hormones and other compounds. We found that <italic>OsDUGT1</italic> had a clear glycosyltransferase activity toward ten flavonoids (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6B, C</bold>
</xref> and <xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure S3</bold>
</xref>), but no catalytic activity toward other compounds tested here was detected. Thus, these results suggested that the catalytic activity of OsDUGT1 was likely broad spectrum but specifically towards flavonoid group. In order to verify the glycosylation activity of OsDUGT1, the catalytic products of two typical flavonoids, quercetin and kaempferol, were subjected to LC-MS/MS analysis. Experimental results showed that the reaction products of quercetin gave the dominant ion peaks m/z 465.1024 [quercetin+Glc+H<sup>+</sup>] and the reaction products of kaempferol gave the dominant ion peaks m/z 449.1078 [kaempferol+Glc+H<sup>+</sup>] (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6D, E</bold>
</xref>). These results are in good agreement with the anticipated kaempferol glucoside and quercetin glucoside, respectively. Therefore, we concluded that OsDUGT1 has glycosylation activity on flavonoids.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>OsDUGT1 catalyzes the glycosylation of quercetin and kaempferol. <bold>(A)</bold> SDS-PAGE detection of the purified recombinant OsDUGT1-GST fusion protein. <bold>(B, C)</bold> The glycosyltransferase activity of OsDUGT1 toward flavonoids was determined by HPLC analysis. 1: putative glucosides of flavonoids were formed in reaction mixture. Arrows indicates the formed glucosides of flavonoids. 2: negative control of reaction with inactivated OsDUGT1. 3: negative control of reaction without sugar donor. 4: negative control of reaction without OsDUGT1 enzyme and sugar donor. <bold>(D, E)</bold> LC&#x2013;MS/MS analysis confirmed the formation of flavonoid glucosides by OsDUGT1 catalytic activity.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1516990-g006.tif"/>
</fig>
<p>To further explore the potential <italic>in vivo</italic> effects and metabolic adjustments resulted by OsDUGT1, we adopted metabolomics analysis to find out the metabolite differences between <italic>Osdugt1</italic> mutants (ko) and wild type ZH11 under high temperature stress. 1491 metabolites were detected and quantified successfully by LC-MS/MS, among which 166 were significantly different, including 144 decreased and 22 increased metabolites in mutants (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>). By cluster analysis, the metabolites with known differences were separated into eight major groups (flavonoids, terpenes, alkaloids, phenolic acids, lignans and coumarins, quinines, tannins, and various others) (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7B, C</bold>
</xref>). It is worth pointing out that the most significant changes and the largest portion in differential metabolites were flavonoids, and their contents in knockout mutants were obviously less than that in wild type (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7B, C</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF6">
<bold>Supplementary Table S2</bold>
</xref>). The KEGG enrichment of all differential metabolites in ko vs ZH11 indicated that the differential metabolites were focused on biosynthesis of secondary metabolites, flavonoid biosynthesis, flavones and flavonol biosynthesis, etc. (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7D</bold>
</xref>). It is well-known that flavonoids in planta are mainly in the form of glycosides. Our metabolome analysis indicated that OsDUGT1 can affect the flavonoid metabolism in rice, leading to a notable reduction in the accumulation levels of flavonoid glycosides and total flavonoids in <italic>OsDUGT1</italic> loss-of-function mutants under high temperature stress. Clearly, these metabolic changes and adjustments were highly relevant to the enzyme activity of OsDUGT1 identified here.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Analysis of differential secondary metabolome of <italic>Osdugt1</italic> knockout mutants (ko) vs. wild type (ZH11) under heat stress. <bold>(A)</bold> Volcano plots comparing the metabolomic of <italic>Osdugt1</italic>-knockout mutants with wild type under 45&#xb0;C treatment for 24 h The green, gray, and red dots represent reduced, non-different, and increased metabolites, respectively. Fold change &#x2265; 2, P-value &#x2264; 0.05. <bold>(B)</bold> Pie chart showing that flavonoids were the largest portion in differential metabolites (37%). <bold>(C)</bold> Heat map clustering analysis of differential metabolites. <bold>(D)</bold> The bubble chart depicting the KEGG enrichment of all differential metabolites in ko vs. ZH11.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1516990-g007.tif"/>
</fig>
</sec>
<sec id="s3_5">
<title>Transcriptomic analysis of the <italic>Osdugt1</italic> knockout mutants</title>
<p>To know the subsequent effects following the metabolic changes and adjustments by OsDUGT1 in high temperature response of rice, we further performed transcriptomic analysis using RNA-seq technique for the <italic>Osdugt1</italic> mutants and wild type under heat treatment condition. Totally, 5664 differentially expressed genes (DEGs) were found (3106 downregulated and 2558 upregulated) (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF4">
<bold>Supplementary Figure S4A</bold>
</xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Analysis of differentially expressed genes of <italic>Osdugt1</italic> knockout mutants (ko) vs. wild type (ZH11) under heat stress. <bold>(A)</bold> Volcano plots comparing the transcriptomes of the <italic>Osdugt1</italic>-knockout mutants with wild type under 45&#xb0;C treatment for 24 (h) The blue, gray, and red dots represent downregulated genes, non-differentially expressed genes, and upregulated genes, respectively. <bold>(B)</bold> The bar chart depicting the GO enrichment of DEGs downregulated in ko vs ZH11. <bold>(C)</bold> Heatmap of heat stress resistance-related genes in GO analysis, showing their transcriptional abundance in the <italic>Osdugt1</italic>-knockout mutants. <bold>(D)</bold> Heatmap of genes associated with ROS scavenging in GO analysis. <bold>(E)</bold> Heatmap of genes associated with flavonoid synthesis and phenylalanine synthesis in KEGG analysis. <bold>(C-E)</bold> The colored bar indicates log2 (fold change) values. The red color represents up-regulation, blue color represents down-regulation.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1516990-g008.tif"/>
</fig>
<p>According to gene ontology (GO) analysis, DEGs were shown to be enriched in molecular function, cellular component, and biological process (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF4">
<bold>Supplementary Figure S4B</bold>
</xref>). In detail, those down-regulated DEGs for biological process were enriched in response to heat (GO:0009266), response to temperature stimulus (GO:0009266), response to stress (GO:0006950). As is well known, the genes for the HSF and HSP are essential for the plant&#x2019;s reaction to heat stress. In <italic>Osdugt1</italic> knockout mutants, a higher proportion of heat stress-responsive genes, such as heat shock proteins (Hsp20, Hsp70 and Hsp90) and transcription factors related to heat stress, were down-regulated (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8C</bold>
</xref>), which well matched up with the heat sensitive phenotype of mutant lines. Intriguingly, 14 ROS scavenging-related genes associated with response to oxidative stress (GO:0006979) were also significantly down-regulated in <italic>Osdugt1</italic> knockout mutants (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8D</bold>
</xref>), which was well in line with the excessive ROS accumulation observed in mutant lines. We also observed those DEGs associated with chloroplast structure and function.</p>
<p>According to KEGG enrichment analysis of DEGs, we obtained 20 highly enriched terms in <italic>Osdugt1</italic> knockout mutants (<xref ref-type="supplementary-material" rid="SF4">
<bold>Supplementary Figure S4C</bold>
</xref>). We found that several genes related to flavonoid pathway and anthocyanin pathway were downregulated in knockout mutants, such as <italic>OsCHI</italic>, <italic>OsF3&#x2019;5&#x2019;H</italic>, <italic>OsNOMT</italic>, and <italic>OsDFR</italic> (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8E</bold>
</xref>). However, several genes associated with lignin synthesis in the phenylalanine pathway (<italic>OsPAL</italic>, <italic>OsC4H</italic>, <italic>OsCOMT</italic>, <italic>OsCAD</italic>) were upregulated in <italic>Osdugt1</italic> knockout mutants (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8E</bold>
</xref>). These results suggested that knockout of <italic>OsDUGT1</italic> might lead to a redirection of metabolic flux from flavonoid metabolism. This may be a reason why the content of flavonoids was reduced in the mutant rice.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Rice is an important food crop, and its yield has been seriously affected by the global temperature rise (<xref ref-type="bibr" rid="B1">Aghamolki et al., 2014</xref>; <xref ref-type="bibr" rid="B52">Zhao et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B46">Zenda et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B27">Ma et&#xa0;al., 2023b</xref>). Therefore, it is necessary to discover and explore some resilience genes to cope with the changeable climate change (<xref ref-type="bibr" rid="B23">Khan et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B41">Wu et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B4">Chang et&#xa0;al., 2024</xref>). In this study, we found that the <italic>OsDUGT1</italic> gene plays an important role in enhancing rice tolerance to heat, which was demonstrated by <italic>OsDUGT1</italic> overexpression and knockout in rice, and by transgenic <italic>Arabidopsis</italic>. These results revealed the pivotal role of <italic>OsDUGT1</italic> in adaptation of plants to live on land, suggesting that <italic>OsDUGT1</italic> can be used as alternative strategy for future agricultural heat-resistant crop breeding.</p>
<p>When plants are subjected to severe heat stress, the dynamic balance of ROS will be destroyed, resulting in the accumulation of a large number of ROS, which will cause oxidative damage and disturb growth and development of plants (<xref ref-type="bibr" rid="B25">Lohani et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B35">Qi and Wu, 2022</xref>). ROS can be eliminated from cells in two main ways: first, by enzyme protection systems like SOD, CAT, and POD; second, by non-enzymatic protection using antioxidants such flavonoids, ascorbic acid, and glutathione (<xref ref-type="bibr" rid="B31">Panda et&#xa0;al., 2024</xref>). Previous research showed that as a special secondary metabolite, flavonoids are crucial for plant to resist to biotic and abiotic stresses (<xref ref-type="bibr" rid="B49">Zhang et al., 2021</xref>; <xref ref-type="bibr" rid="B36">Ramaroson et&#xa0;al., 2022</xref>). An important feature of flavonoids is acting as an effective antioxidant, which can shield plant cells from oxidative damage brought on by abiotic stressors like UV, salt, drought, cold, and heat (<xref ref-type="bibr" rid="B24">Li et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B47">Zhan et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B38">Shen et&#xa0;al., 2022</xref>). For example, it was showed that <italic>OsUGT706D1</italic> and <italic>OsUGT707A2</italic> can catalyze kaempferol, apigenin, and tricin to form flavonoid glycosides. These O-glycosylated flavones can reduce the accumulation of superoxide anion radical in the leaves, and thus the ability of rice to resist UV stress was enhanced (<xref ref-type="bibr" rid="B32">Peng et&#xa0;al., 2017</xref>). By promoting flavonoid accumulation and antioxidant activity, <italic>CrUGT87A1</italic> contributes significantly to <italic>Carex rigescens</italic>&#x2019; resilience under the treatment of high salt conditions (<xref ref-type="bibr" rid="B49">Zhang K. et&#xa0;al., 2021</xref>). In this study, we identified the enzyme activity of OsDUGT1 and found that it has a broad-spectrum activity of catalyzing flavonoid glycosylation. Our metabolome analysis indicated that the content of flavonoids was significantly reduced in <italic>Osdugt1</italic> knockout mutants compared to the wild type ZH11. Transcriptomic analysis also indicated the downregulation of some genes associated with flavonoid pathway and anthocyanin pathway in mutants. It is worth pointing out that these changes occurred in metabolites and gene expression might be directly related with the enzyme activity of OsDUGT1, if assuming that flavonoid glycosylation executes a positive feedback regulation to flavonoid biosynthesis pathway. Therefore, our findings lend support to the notion that OsDUGT1 can glycosylate flavonoids, increase the content of flavonoids, thereby promote the ability of ROS scavenging and improve the rice heat tolerance. Besides the most significantly changed flavonoids, we also found the changes in terpenes, alkaloids and other metabolites in mutant rice. Because the catalytic activity of UGTs is usually considered as miscellaneous, we can&#x2019;t exclude the possibility that OsDUGT1 may have the potential to glycosylate other metabolites and participate in other biological processes.</p>
<p>To gain a deeper understanding of molecular mechanism for OsDUGT1 underlying the heat stress response, we performed RNA-seq on the <italic>Osdugt1</italic> knockout lines and wild type ZH11 after heat stress. Numerous genes with differential expression were identified. We can see that DEGs are mostly involved in heat stress, such as temperature stimulation, membrane transport, and active oxygen scavenging etc. Among these DEGs, there were many <italic>HSPs</italic>, <italic>HSFs</italic>, and ROS scavenging related genes. Moreover, our KEGG analysis also showed that some genes related to flavonoid synthesis pathway and flavonoid metabolism. These results provided new evidence to support that OsDUGT1 can regulate flavonoid metabolism through glycosylation and promote expression of heat stress related genes via some unknown mechanism, thus acting as a key player in the protection of rice against the harmful high temperatures. Integrating the above discussion, we proposed a working model for the function and mechanism of OsDUGT1 in high temperature stress response (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>).</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>A working model for the function and mechanism of OsDUGT1 in the high temperature stress response.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1516990-g009.tif"/>
</fig>
<p>In recent years, flavonoids including kaempferol and quercetin have received increasing attention for their health-promoting properties. Animal experiments showed that quercetin and kaempferol have a variety of biological properties in the medical field, such as anticancer, anti-inflammatory, antiviral activities and lower lipid peroxidation (<xref ref-type="bibr" rid="B6">Chen and Chen, 2013</xref>; <xref ref-type="bibr" rid="B42">Yang et&#xa0;al., 2023</xref>). At the population level, there is increasing evidence that consuming moderate amounts of flavonoids in the daily diet is beneficial to human health (<xref ref-type="bibr" rid="B3">Cassidy and Minihane, 2017</xref>). Flavonoids in plants are mainly in the form of glycosides, and glycosides will be more conducive to human absorption (<xref ref-type="bibr" rid="B13">Fan et&#xa0;al., 2022</xref>). Given that OsDUGT1 can modulate flavonoid metabolism and increase the accumulation of total flavonoid glycosides, genetic modified food crops with fortified flavonoid glycosides using <italic>OsDUGT1</italic> gene would be well-received for human health in the future.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusion</title>
<p>To mitigate the effects of high temperature stress on rice growth and yield, functional characterization of genes regulating stress response is essential. In this study, we analyzed the function of rice <italic>OsDUGT1</italic> gene in heat stress adaptation and explored its molecular mechanism. Our experiments revealed that <italic>OsDUGT1</italic> gene plays a vital role in enhancing heat tolerance of plants through glycosylating flavonoids, regulating flavonoid metabolism and promoting expression of heat tolerance related genes. This work not only identifies the physiological significance of <italic>OsDUGT1</italic> gene in high temperature stress adaptation of land plants, but also provides new insight into the understanding of how global metabolic and transcriptional adjustments of land plants are triggered under high temperature challenge. Therefore, this study provides an important theoretic foundation for plant tolerance to heat and a candidate gene for breeding efforts of enhancing crop heat tolerance under the trend of climate warming all over the world.</p>
</sec>
</body>
<back>
<sec id="s6" 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="SF1">
<bold>Supplementary Material.</bold>
</xref>
</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>GD: Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Resources, Writing &#x2013; original draft, Data curation, Validation. SZ: Data curation, Formal analysis, Investigation, Resources, Validation, Writing &#x2013; review &amp; editing. YD: Data curation, Resources, Validation, Visualization, Writing &#x2013; review &amp; editing. YM: Formal analysis, Methodology, Validation, Writing &#x2013; review &amp; editing. XM: Formal analysis, Methodology, Visualization, Writing &#x2013; review &amp; editing. CL: Data curation, Formal analysis, Resources, Writing &#x2013; review &amp; editing. BH: Conceptualization, Funding acquisition, Supervision, Writing &#x2013; review &amp; editing, Project administration.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was supported by grants from National Natural Science Foundation of China (No. 32270287 to BH).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank Professor Weihua Guo (Shandong University) for assistance in the measurement of chlorophyll fluorescence. We thank Xiangmei Ren of the Core Facilities for Life and Environmental Sciences, State Key Laboratory of Microbial Technology of Shandong University for assistance in HPLC analysis. We thank Guannan Lin, Jingyao Qu and Jing Zhu of the Core Facilities for Life and Environmental Sciences for assistance in LC-MS analysis.</p>
</ack>
<sec id="s9" 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="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2024.1516990/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2024.1516990/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.doc" id="SF1" mimetype="application/msword">
<label>Supplementary Figure&#xa0;1</label>
<caption>
<p>
<italic>OsDUGT1</italic> expression levels were analyzed by using alternative internal reference gene.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.doc" id="SF2" mimetype="application/msword">
<label>Supplementary Figure&#xa0;2</label>
<caption>
<p>DAB and NBT staining and chlorophyll fluorescence measurement.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.doc" id="SF3" mimetype="application/msword">
<label>Supplementary Figure&#xa0;3</label>
<caption>
<p>The <italic>in vitro</italic> glycosyltransferase activity of OsDUGT1 on other flavonoids was determined by HPLC analyses.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.doc" id="SF4" mimetype="application/msword">
<label>Supplementary Figure&#xa0;4</label>
<caption>
<p>Differentially expressed genes in the <italic>Osdugt1</italic> knockout mutants under heat stress.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.doc" id="SF5" mimetype="application/msword">
<label>Supplementary Table&#xa0;1</label>
<caption>
<p>Primers used in the study.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.doc" id="SF6" mimetype="application/msword">
<label>Supplementary Table&#xa0;2</label>
<caption>
<p>ko vs ZH11 heatmap class compounds (Flavonoids).</p>
</caption>
</supplementary-material>
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