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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.2024.1481169</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>Genome-wide identification and characterization of circular RNAs for exogenous trehalose-mediated heat stress responses in tea plants (<italic>Camellia sinensis</italic>)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zheng</surname>
<given-names>Shizhong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2824764"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Chufei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Ziwei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1401105"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xu</surname>
<given-names>Liyi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ruan</surname>
<given-names>Biyuan</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chen</surname>
<given-names>Xiaohui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2815961"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Biological Science and Engineering, Ningde Normal University</institution>, <addr-line>Ningde</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University</institution>, <addr-line>Fuzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Agricultural Products Quality Safety Inspection and Testing Center, Ningde Agricultural and Rural Bureau</institution>, <addr-line>Ningde</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Ildiko Matusikova, University of St. Cyril and Methodius, Slovakia</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Rita Hayford, United States Department of Agriculture (USDA), United States</p>
<p>Lijiao Zhang, Chinese Academy of Agricultural Sciences, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Liyi Xu, <email xlink:href="mailto:xuliyi1990@outlook.com">xuliyi1990@outlook.com</email>; Xiaohui Chen, <email xlink:href="mailto:18950589675@163.com">18950589675@163.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1481169</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Zheng, Liu, Zhou, Xu, Ruan and Chen</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Zheng, Liu, Zhou, Xu, Ruan and Chen</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>
<sec>
<title>Background</title>
<p>Heat stress is one of the main environmental factors limiting the growth, yield and quality of tea plants (<italic>Camellia sinensis</italic>). Trehalose involved in plant responses to multiple adverse environmental stresses, including heat stress. However, the roles of circular RNAs (circRNAs) and their involvement in the trehalose response to heat stress remain unknown.</p>
</sec> <sec>
<title>Methods</title>
<p>In this study, circRNA-sequencing was performed to analyze the characteristics of circRNAs in trehalose-induced responses to heat stress in tea plants. Kyoto Encyclopedia of Genes and Genomes enrichment analysis was used to determine the potential function of circRNAs, and the expression of differentially expressed circRNAs (DECs) and their host genes related to Non-homologous end-joining (NHEJ) and Homologous recombination (HR) were analyzed. To further explore the effect of trehalose on DNA double strand breaks (DSBs), the reactive oxygen species (ROS) contents, specially hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) and superoxide anion (O2<sup>&#x2212;</sup>), in heat-stressed tea plants were investigated.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 11402 circRNAs were detected from CK, T (heat stress) and TT (heat stress + trehalose) samples. Among these circRNAs, 573, 620 and 550 circRNAs were identified as differentially expressed in the T vs. CK, TT vs. CK and TT vs. T comparison groups, respectively. The host genes of DECs were enriched in NHEJ and HR pathways, implying a critical role of circRNAs in DSBs repair. The expression level of circKu70-1 and circKu70-3 showed positive correlations with their host gene, <italic>ATP-dependent DNA helicase II 70 kDa subunit (CsKu70)</italic>, while circKu70-2 exhibited an opposite expression trend. Similarly, circRad50 displayed a negative correlation with its host gene, <italic>DNA repair protein RAD50 (CsRad50)</italic>. Notably, the expression of <italic>CsKu70</italic> and <italic>CsRad50</italic>, which are crucial for initiating DSB repair, was decreased in the trehalose-treated (TT) samples. This finding suggests that trehalose may play a role in modulating the expression of circRNAs and their host genes involved in NHEJ and HR pathways, ultimately contributing to reduced DSB damage during heat stress. Moreover, exogenous trehalose significantly reduced H<sub>2</sub>O<sub>2</sub> and O2<sup>&#x2212;</sup> contents in tea plants under heat stress, suggesting that trehalose could mitigate heat-induced damage resulting from ROS overproduction.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Our results indicated that circRNAs play a crucial role in maintaining genome integrity. Specifically, they may function as molecular hubs that respond to changes of the levels of H<sub>2</sub>O<sub>2</sub> and O2<sup>&#x2212;</sup> induced by trehalose, and subsequently regulate the DSBs mediated by their host genes. This, in turn, further impacts genome stability, ultimately enhancing heat tolerance in tea plants. Our findings provided new insight into the potential applications of trehalose as an agrochemical in tea plants and revealed the potential role of circRNAs in tea plants heat tolerance.</p>
</sec>
</abstract>
<kwd-group>
<kwd>circular RNAs</kwd>
<kwd>heat stress</kwd>
<kwd>trehalose</kwd>
<kwd>DNA double strand breaks</kwd>
<kwd>tea (<italic>Camellia sinensis</italic>)</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="37"/>
<page-count count="11"/>
<word-count count="5215"/>
</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="s1" sec-type="intro">
<title>Introduction</title>
<p>Tea plant (<italic>Camellia sinensis</italic>) is an important leaf-based economic crop and is widely cultivated in the tropical and sub-tropical regions of the world. Tea is healthy non-alcoholic beverage, which is rich in taste, aroma, flavor, and multiple polyphenolic compounds. However, global warming triggered by the greenhouse effect has posed challenges for tea quality and production. Therefore, it is imperative to develop approaches to enhance heat tolerance of tea plants. One of the strategies is seeking an eco-friendly protective agent to achieve sustainable yield and quality improvement of tea plants.</p>
<p>Trehalose (&#x3b1;-D-glucopyranosyl-1,1-&#x3b1;-D-glucopyranoside) is a nonreducing disaccharide composed of two molecules of glucose. Trehalose is found in diverse organisms and has various effects, including as osmolyte, storage reserve, transport sugar, and stress protectant (<xref ref-type="bibr" rid="B9">Figueroa and Lunn, 2016</xref>). In plants, trehalose has been reported to play an important role in plant biological processes, such as embryo development (<xref ref-type="bibr" rid="B7">Eastmond et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B10">G&#xf3;mez et&#xa0;al., 2006</xref>), photosynthesis leaf development (<xref ref-type="bibr" rid="B23">Pellny et&#xa0;al., 2004</xref>), regulation of stomatal conductance (<xref ref-type="bibr" rid="B28">Van Houtte et&#xa0;al., 2013</xref>). Besides, it has been widely documented that trehalose can regulate plant responses to various biotic and abiotic stresses, including rhizobial and mycorrhizal symbioses (<xref ref-type="bibr" rid="B26">Su&#xe1;rez et&#xa0;al., 2008</xref>), insect and pathogen defense (<xref ref-type="bibr" rid="B8">Fernandez et&#xa0;al., 2010</xref>), copper (<xref ref-type="bibr" rid="B21">Mostofa et&#xa0;al., 2015</xref>), salt (<xref ref-type="bibr" rid="B12">Henry et&#xa0;al., 2015</xref>), and drought tolerance (<xref ref-type="bibr" rid="B14">Kondr&#xe1;k et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B15">Lee et&#xa0;al., 2003</xref>). In recent studies, trehalose has been used to protect plants from high-temperature-induced damage. Exogenous application of trehalose confers high-temperature stress tolerance to herbaceous peony (<italic>Paeonia lactiflora</italic> Pall.) by enhancing antioxidant systems, activating photosynthesis, and protecting cell structure (<xref ref-type="bibr" rid="B35">Zhao et&#xa0;al., 2019</xref>). Moreover, exogenously supplied trehalose protects thylakoid membranes and the photosynthetic capacity of winter wheat (<italic>Triticum aestivum</italic>) from heat-induced damage, and decreases electrolyte leakage, malondialdehyde (MDA) content, superoxide anion (O<sub>2</sub>
<sup>&#x2212;</sup>) content, hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) content, and lipoxygenase activity (<xref ref-type="bibr" rid="B20">Luo et&#xa0;al., 2010</xref>). Furthermore, it is also reported that the tolerance to heat stress in tea plants induced by trehalose is attributed to the enhanced activity of antioxidant enzymes, such as superoxide dismutase and peroxidase (<xref ref-type="bibr" rid="B36">Zheng et&#xa0;al., 2024</xref>).</p>
<p>Circular RNAs (circRNAs) are single-stranded RNAs processed from their cognate linear RNAs where a downstream 5&#x2019; splicing donor site is joined to an upstream 3&#x2019; splicing acceptor site (<xref ref-type="bibr" rid="B2">Ashwal-Fluss et&#xa0;al., 2014</xref>). Increasing evidence shows that circRNAs play important roles in various developmental processes and environmental stress responses. It has been reported that circRNAs have essential functions in photosynthetic machinery and metabolite biosynthesis during tea leaf development (<xref ref-type="bibr" rid="B27">Tong et&#xa0;al., 2018</xref>). In addition, it is reported that circRNAs are involved in regulating cold tolerance in tea plants (<xref ref-type="bibr" rid="B13">Huang et&#xa0;al., 2023</xref>). Moreover, circRNAs serve as effective indicators of drought responses in Arabidopsis and maize (<italic>Zea mays</italic>) (<xref ref-type="bibr" rid="B34">Zhang et&#xa0;al., 2019</xref>). Genome-wide identification of cucumber (<italic>Cucumis sativus</italic>) circRNAs revealed that large number of circRNAs play essential roles in response to salt stress (<xref ref-type="bibr" rid="B37">Zhu et&#xa0;al., 2019</xref>). Furthermore, heat stress has been found to enhance the accumulation and alter the genome-wide profiles of circRNAs in Arabidopsis (<xref ref-type="bibr" rid="B22">Pan et&#xa0;al., 2018</xref>). However, the role of circRNAs in regulating tea plants under heat stress remains unclear. Additionally, the mechanisms of circRNAs in tea plants&#x2019; enhanced tolerance to heat stress induced by trehalose treatment are still elusive.</p>
<p>In this study, the tea plants (<italic>C.sinensis</italic> cv. Tieguanyin) were subjected to heat stress and recorded after 48 h heat treatment. Then, the second and third leaves from the top of tea plants were collected at 0 h (CK), after 24 h of heat stress with water (T), and 24 h of heat stress with 5 mM trehalose (TT) treatment, respectively. A genome-wide identification of circRNAs were performed in CK, T and TT samples in order to fully understand the potential of function of circRNAs in tea plants under trehalose-induced enhanced tolerance to heat stress. In addition, to explore the effect of trehalose on reactive oxygen species (ROS) metabolism, we analyzed the H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> changes among CK, T and TT samples. Our study provides new insights into the role of trehalose in tea plants&#x2019; heat tolerance and lays a foundation for further functional studies of tea circRNAs&#x2019; response to heat stress.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Plant materials and treatments</title>
<p>Two-year-old tea plants (<italic>C.sinensis</italic> cv. Tieguanyin) were placed in an artificial climate incubator with 12 h light (25 &#xb0;C)/12 h dark (19&#xb0;C) and 75% relative humidity. After 7 d of adaptive growth, the tea plants were randomly divided into three groups and incubated at 12 h light (38&#xb0;C)/12 h dark (29&#xb0;C), and 75% relative humidity for heat stress treatment. It is worth mentioning that heat stress was recorded after 48 h of heat pretreatment. Then, tea plants in different groups were treated as follows: (1) CK (Negative Control): tea leaves were sprayed with distilled water (ddH<sub>2</sub>O) and the leaves were collected immediately (at 0 h); (2) T (Positive Control): tea leaves were sprayed with ddH<sub>2</sub>O and the leaves were collected after 24 hours (at 24 h); (3) TT (Trehalose-Treated Group): tea leaves were sprayed with 5 mM trehalose and the leaves were collected after 24 hours (at 24 h). In our previous study, we investigated the protective effect of trehalose on tea plants subjected to heat stress. By comparing different concentrations of trehalose (2.5, 5.0, and 10.0 mM), we found that 5 mM trehalose was particularly effective in alleviating the damage caused by 24 h heat stress in tea plants. In terms of phenotypic effects, the control group of tea plants exposed to heat stress exhibited notable defoliation and dead tissues. In contrast, the tea plants treated with 5.0 mM trehalose displayed a healthier overall appearance, with less defoliation and fewer dead tissues compared to the control group (<xref ref-type="bibr" rid="B36">Zheng et&#xa0;al., 2024</xref>). The second and third leaves from the top of the tea plant were used in this study. Three biological replicates were collected for each sample. All the leaf samples were frozen in liquid nitrogen and then stored at -80&#xb0;C for subsequent analysis.</p>
</sec>
<sec id="s2_2">
<title>Determination of hydrogen peroxide and superoxide anion contents</title>
<p>The hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) content was determined using an H<sub>2</sub>O<sub>2</sub> kit from Grace Biotechnology (Suzhou, China). In brief, 0.1 g of each tea leaf sample was ground in an ice bath with 1 mL of acetone. After centrifugation at 12000 rpm for 10 min at 4&#xb0;C, the absorbance of the supernatant was quantified at 415 nm using a SpectraMax 190 spectrophotometer (Molecular Devices, CA, USA). Finally, the H<sub>2</sub>O<sub>2</sub> concentrations of tested samples were determined based on a H<sub>2</sub>O<sub>2</sub> standard curve.</p>
<p>The superoxide anion (O<sub>2</sub>
<sup>&#x2212;</sup>) content was determined using an oxygen free radical kit from Grace Biotechnology (Suzhou, China). Briefly, 0.1 g of tea leaves of CK, T and TT samples was homogenized in 1 mL of extraction solution in an ice bath. After a centrifugation at 12000 rpm for 10 min at 4&#xb0;C, the absorbance of the supernatant was measured at 540 nm following the manufacturer&#x2019;s protocol. The O<sub>2</sub>
<sup>&#x2212;</sup> content was calculated based on an O<sub>2</sub>
<sup>&#x2212;</sup> standard curve.</p>
<p>The contents of H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> were measured in triplicate.</p>
</sec>
<sec id="s2_3">
<title>circRNA library construction and sequencing</title>
<p>Total RNA was isolated from CK, T and TT samples using the mirVana miRNA Isolation Kit (ThermoFisher Scientific, MA, USA). RNA integrity was evaluated using the Agilent 2100 bioanalyzer (Agilent technologies, Santa Clara, CA, USA). The samples with an RNA Integrity Number (RIN) &#x2265; 7 were selected for subsequent analysis. Total RNA (1 &#x3bc;g) was depleted of ribosomal RNAs (rRNA) using the TruSeq Stranded Total RNA LT with Ribo-Zero Plant (Illumina, San Diego, CA, USA). The rRNA-depleted RNAs were then treated with 3 units/&#x3bc;g of RNase R (Epicentre, Shanghai, China) at 37&#xb0;C for 15 min. First-strand complementary DNA (cDNA) was synthesized using SuperScript II Reverse Transcriptase (Thermo) with randomized hexamer. The purified cDNA strand undergoes end repair and 5&#x2019; adaptor ligation, followed by fragment size selection and PCR amplification. Finally, the qualified libraries were sequenced on the Illumina sequencing platform (HiSeq 2500) and paired-end reads were generated by Shanghai OE Biotech.</p>
</sec>
<sec id="s2_4">
<title>Identification and quantification of circRNAs</title>
<p>For genome-wide identification of circRNAs, low-quality reads were removed, including reads with adaptor sequences, reads with &gt; 5% N, or &gt; 20% bases with quality &lt; Q20 (percentage of sequences with sequencing error rates &lt; 1%). The resulting clean reads were then mapped to the Tieguanyin genome (<xref ref-type="bibr" rid="B33">Zhang et&#xa0;al., 2021</xref>). In this study, find_circ was used to identify potential circRNAs. Find_circ extracted circRNAs by recognizing back-splice sites. Reads that aligned continuously to the genome were discarded. Next, the terminal parts of the unmapped reads were extracted and mapped to the genome. Anchor positions arranged in the opposite direction of the reference sequence were selected. Finally, the sequences between the alignments were extended and circRNAs were identified. BEDTools was used to identify the positional relationship between circRNAs and adjacent coding RNAs (<xref ref-type="bibr" rid="B24">Quinlan, 2014</xref>). Based on their genomic origins, circRNAs can be classified as exonic (originating from exons), intronic (originating from introns), intergenic (originating from intergenic regions), antisense (transcribed from the opposite strand of their gene locus and overlapping with linear RNA), and sense-overlapping (originating from the same gene locus but not belonging to the &#x201c;exonic&#x201d; or &#x201c;intronic&#x201d; categories) (<xref ref-type="bibr" rid="B18">Liu et&#xa0;al., 2017</xref>).</p>
<p>For the quantification of circRNAs, the relative expression levels of the circRNAs were normalized using junction reads per billion clean reads (RPB) algorithm based on the number of junction reads spanning transcripts per billion clean reads. Differentially expressed circRNAs (DECs) between sample groups was determined by DEGseq (<xref ref-type="bibr" rid="B1">Anders and Huber, 2012</xref>). The circRNAs with a fold-change &#x2265; 2.00 and a Q-value &#x2264; 0.05 were identified as significantly DECs.</p>
</sec>
<sec id="s2_5">
<title>Validation and quantitative real-time PCR of circRNAs</title>
<p>To validate circRNAs, genomic DNA or cDNA was used as templates in PCR amplification. Genomic DNA was extracted from tea leaves using the cetyltrimethylammonium bromide method (<xref ref-type="bibr" rid="B16">Li et&#xa0;al., 2013</xref>). First-strand cDNA was synthesized with random hexamer primers using a RevertAid First Strand cDNA Synthesis Kit (Thermo). Divergent and convergent primers were designed using Primer 3.0.1 software (<ext-link ext-link-type="uri" xlink:href="https://bioinfo.ut.ee/primer3/">https://bioinfo.ut.ee/primer3/</ext-link>) for circRNA validation (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table S1</bold>
</xref>). Divergent primers were used to amplify candidate circRNAs. For controls, convergent primers were used to detect linear mRNAs. PCR was carried out using a Bio-RadT100 Thermocycler with the following procedure: 95&#xb0;C for 30 s per cycle; 30 cycles of 95&#xb0;C for 30 s, 60&#xb0;C for 20 s and 68&#xb0;C for 30 s; and then 68&#xb0;C for 5 min per cycle. The PCR products were separated by agarose gel electrophoresis and purified with a GeneJET Gel Extraction Kit (Thermo). Sanger sequencing was performed to further confirm the junction sites.</p>
<p>For quantitative real-time PCR (qRT-PCR), the relative expression levels of circRNAs and genes were normalized using <italic>glyceraldehyde-3-phosphate dehydrogenase</italic> (<italic>GAPDH</italic>) and analyzed using the 2<sup>-&#x394;&#x394;CT</sup> method. All qRT-PCR analyses were repeated three times. The primers used for qRT-PCR are listed in <xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table S1</bold>
</xref>.</p>
</sec>
<sec id="s2_6">
<title>Statistical analysis</title>
<p>Physiological data and qRT-PCR results were analyzed using ANOVA, and differences among groups were further examined using Duncan&#x2019;s <italic>post hoc</italic> test (at a significance level of P &lt; 0.05) with SPSS 25 software.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Genome-wide identification and characteristic analysis of circRNAs in tea plants</title>
<p>To investigate the characteristics of circRNAs in tea plants under heat stress regulated by exogenous trehalose treatment, the circRNAs libraries for tea leaves under CK, T and TT different treatments were constructed. After filtering the low-quality reads and adapters sequences, an average of 114.54 M clean reads were generated from nine samples (CK-1, CK-2, CK-3, T-1, T-2, T-3, TT-1, TT-2 and TT-3)(<xref ref-type="supplementary-material" rid="ST2">
<bold>Supplementary Table S2</bold>
</xref>). Then, the clean reads were aligned to the Tieguanyin reference genome (<xref ref-type="bibr" rid="B33">Zhang et&#xa0;al., 2021</xref>). And find_circ was used to detect circRNAs. Based on the back-splice sites, a total of 1650, 2122, 1628, 2072, 1910, 1699, 1773, 1711 and 1726 circRNAs were predicted in CK-1, CK-2, CK-3, T-1, T-2, T-3, TT-1, TT-2 and TT-3, respectively (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). A total of 11402 unique circRNAs were detected in tea leaves from these nine samples (<xref ref-type="supplementary-material" rid="ST3">
<bold>Supplementary Table S3</bold>
</xref>). According to the position relationship between circRNAs and adjacent coding RNA, circRNAs were classified into five categories: exonic, intronic, intergenic, antisense and sense-overlapping. Among these 11402 circRNAs, exonic (60.7%) was the predominant circRNAs type, followed by antisense circRNAs (15.9%) and intergenic circRNAs (11.9%), while intronic circRNAs (4.7%) had the lowest proportion in tea leaves (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). The distribution of circRNAs in each chromosome showed that the majority of circRNAs were enriched in chromosome 1, followed by chromosomes 2, 4 and 6 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). Additionally, analyses of the circRNA length and exon number distributions showed that most circRNAs were shorter than 300 bp (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1D</bold>
</xref>) and most circRNAs contained only one or two exons (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1E</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Identification and characteristics of circRNAs in tea leaves. <bold>(A)</bold> Number of circRNAs identified in CK, T and TT from three independent replicates. The red and blue colors represent number of shared and unique circRNAs in different samples, respectively. <bold>(B)</bold> Classification of circRNA according to their position with adjacent coding RNA. <bold>(C)</bold> Distribution of circRNAs in 15 tea chromosomes. <bold>(D)</bold> Length distribution of circRNAs in tea plants. <bold>(E)</bold> Exon number of circRNAs in tea plants.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1481169-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Validation of circRNAs in tea plants</title>
<p>To validate the circRNAs identified by circRNA-seq, 15 exonic circRNAs from the top highly expressed were randomly selected for PCR amplification. A series of convergent and divergent primers were used to amplify the linear RNAs and circRNAs, respectively. A pair of convergent primers could amplify PCR products within the cDNA and genomic DNA. By contrast, a pair of divergent primers only amplified fragments in cDNA but not within the genomic DNA. Sanger sequencing was performed on the fragments generated by the divergent primers to further verify the back-spliced junctions of the circRNAs. The results showed that nine of the 15 exonic circRNAs (60%) validated the presence of back-spliced junctions (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure S1</bold>
</xref>). In addition, the expression levels of circRNAs were determined by qRT-PCR. The results showed that expression trends of these circRNAs were similar with the circRNA-seq data. Moreover, a melting curve was determined for the circRNA products, which showed that only a single target was amplified during the reaction suggesting the accuracy of circRNAs identified in this study (<xref ref-type="supplementary-material" rid="SF2">
<bold>Supplementary Figure S2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>An example of circRNA validation. <bold>(A)</bold> The schematic shows the gene structure of circRNA host gene and circRNA production. The green and yellow boxes indicate the untranslated region (UTR) and coding sequence (CDS), respectively. The black line indicates the introns. circRNAs are shown as red circles. <bold>(B)</bold> Validation of circRNA by PCR amplification with divergent and convergent primers. A pair of convergent primers was used to amplify linear DNA fragments within the cDNA and genomic DNA. By contrast, a pair of divergent primers amplified the fragments from circRNA-derived cDNAs but not genomic DNA. <bold>(C)</bold> The circRNA was confirmed by Sanger sequencing. The arrow indicates the junction sites.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1481169-g002.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>Identification of differentially expressed circRNAs in tea plants</title>
<p>To explore the effect of exogenous trehalose on changes in circRNAs expression in tea plants under heat stress, differentially expressed circRNAs (DECs) among T vs. CK, TT vs. CK and TT vs. T comparison groups were analyzed. The results showed that 573, 620 and 550 DECs were identified in the T vs. CK, TT vs. CK and TT vs. T comparison groups, respectively (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>; <xref ref-type="supplementary-material" rid="ST4">
<bold>Supplementary Table S4</bold>
</xref>); among which 37 DECs overlapped (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Venn diagrams analysis of down-regulated and up-regulated DECs showed that more down-regulated DECs overlapped between the T vs. CK and TT vs. CK comparison groups (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>), while TT vs. CK and TT vs. T comparison groups had more common up-regulated DECs (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>). The clustered heatmap of DECs expression in CK, T and TT samples suggested that circRNAs in a specific expression pattern responsive to heat stress and exogenous trehalose-induced tolerance to heat stress (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3E</bold>
</xref>). Furthermore, the expression trend lines of 965 DECs were analyzed based on their RPB values. The results showed that DECs were divided into 16 groups, and profiles 11 and 15 were significantly (p&lt; 0.01) enriched, suggesting circRNAs were involved in the heat stress response of tea plants under exogenous trehalose treatment (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3F</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Characteristic of DECs in tea leaves subjected to heat stress as influenced by exogenous trehalose. <bold>(A)</bold> Numbers of DECs among comparison groups of T vs. CK, TT vs. CK and TT vs. T. <bold>(B)</bold> Venn diagram showing the overlap of DECs among T vs. CK, TT vs. CK and TT vs. T. <bold>(C)</bold> Venn diagram showing the overlap of down-regulated DECs among T vs. CK, TT vs. CK and TT vs. T. <bold>(D)</bold> Venn diagram showing the overlap of up-regulated DECs among T vs. CK, TT vs. CK and TT vs. T. <bold>(E)</bold> The Clustered heatmap showing DECs expression pattern in CK, T and TT. <bold>(F)</bold> Expression trend lines of DECs in CK, T and TT samples.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1481169-g003.tif"/>
</fig>
</sec>
<sec id="s3_4">
<title>Gene ontology and Kyoto encyclopedia of genes and genomes pathway analyses of DEC host genes in tea plants</title>
<p>To investigate the potential role of circRNAs in trehalose-induced tolerance to heat stress, we performed Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses of DEC host genes. In this study, the clusterProfiler package (version 3.16.0) in R was utilized to conduct both GO and KEGG enrichment analyses, with statistical significance determined at q &lt; 0.05 and p &lt; 0.05 (<xref ref-type="bibr" rid="B32">Yu et&#xa0;al., 2012</xref>). There were 865, 887 and 885 DEC host genes in the T vs. CK, TT vs. CK and TT vs. T comparison groups, respectively.</p>
<p>GO enrichment analysis showed that these DEC host genes in the three comparisons groups (T vs. CK, TT vs. CK and TT vs. T) were assigned to the biological process (BP), cellular component (CC), and molecular function (MF) categories. In the T vs. CK comparison, the top three BP GO terms were &#x201c;starch catabolic process&#x201d;, &#x201c;protein maturation&#x201d; and &#x201c;DNA recombination&#x201d;. In CC, DEC host genes involved in &#x201c;chloroplast starch grain&#x201d;, &#x201c;thylakoid lumen&#x201d;, and &#x201c;nuclear chromosome, telomeric region&#x201d; were enriched. In MF, &#x201c;protein binding involved in protein folding&#x201d;, &#x201c;serine-type peptidase activity&#x201d; and &#x201c;isoamylase activity&#x201d; were the three most enriched subgroups. In the TT vs. CK comparison, &#x201c;megagametogenesis&#x201d;, &#x201c;base-excision repair&#x201d; and &#x201c;double-strand break repair via non-homologous end joining&#x201d; were the three most enriched subgroups in BP; In CC, GO terms relative to the &#x201c;spindle microtubule&#x201d;, &#x201c;HAUS complex&#x201d; and &#x201c;integral component of endoplasmic reticulum membrane&#x201d; were enriched; In MF, &#x201c;protein binding involved in protein folding&#x201d;, &#x201c;damaged DNA binding&#x201d; and &#x201c;magnesium ion transmembrane transporter activity&#x201d; were the top three enriched GO terms. In TT vs. T comparison, DEC host genes involved in &#x201c;magnesium ion transport&#x201d;, &#x201c;DNA recombination&#x201d; and &#x201c;starch metabolic process&#x201d; were enriched. In CC, GO terms relative to the &#x201c;exosome (RNase complex)&#x201d;, &#x201c;early endosome&#x201d; and &#x201c;cytoplasmic exosome (RNase complex)&#x201d; were enriched. In MF, the top three terms were &#x201c;magnesium ion transmembrane transporter activity&#x201d;, &#x201c;glycogen (starch) synthase activity&#x201d; and &#x201c;starch synthase activity&#x201d; (<xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure S3</bold>
</xref>).</p>
<p>With respect to the KEGG analysis, the results revealed that on the top 20 enriched KEGG pathways, &#x201c;Non-homologous end-joining (NHEJ)&#x201d; and &#x201c;Homologous recombination (HR)&#x201d; were significant enriched in T vs. CK; &#x201c;RNA degradation&#x201d;, &#x201c;NHEJ&#x201d;, &#x201c;Aminoacyl-tRNA biosynthesis&#x201d; and &#x201c;RNA polymerase&#x201d; were significant enriched in TT vs. CK; and &#x201c;NHEJ&#x201d;, &#x201c;Linoleic acid metabolism&#x201d;, &#x201c;alpha-Linolenic acid metabolism&#x201d; and &#x201c;HR&#x201d; were significant enriched in TT vs. T (P&lt;0.05) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Kyoto Encyclopedia of Genes and Genome enrichment (KEGG) analysis of DEC host genes identified in T vs. CK <bold>(A)</bold>, TT vs. CK <bold>(B)</bold> and TT vs. T <bold>(C)</bold> comparison groups. The higher enrichment score represents more significant enrichment; the lower q-value represents more reliable enrichment. The size of the circle corresponds to gene numbers.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1481169-g004.tif"/>
</fig>
<p>It is worth noting that &#x201c;double-strand break repair via non-homologous end joining&#x201d; was the common GO term enriched in all three comparison groups (T vs. CK, TT vs. CK and TT vs. T). Similarly, &#x201c;NHEJ&#x201d; was the shared KEGG pathway enriched in all three comparison groups, suggesting NHEJ plays an important role in tea plants&#x2019; response to heat stress.</p>
</sec>
<sec id="s3_5">
<title>Analysis of DECs and their host genes involved in the NHEJ and HR</title>
<p>Based on the KEGG enrichment results, NHEJ was the common enriched pathway in the T vs. CK, TT vs. CK and TT vs. T comparison groups. In addition, HR pathway was found in T vs. CK and TT vs. T comparisons. Both NHEJ and HR pathways are involved in DNA double-strand breaks (DSBs). Therefore, in this study, we focused our attention to the host genes of circRNAs that were involved in NHEJ and HR pathways in this study (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Expression analysis of DECs and their parental genes related to the NHEJ and HR pathways. <bold>(A)</bold> Schematic diagram illustrating the NHEJ and HR pathways. <bold>(B)</bold> The expression patterns of DECs and their parental genes in CK, T and TT samples. The red line graph represents relative expression levels in transcripts, while the blue line graph represents qRCR results. Lowercase letter indicates significant difference (p &lt; 0.05); uppercase letter indicates highly significant difference (p &lt; 0.01).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1481169-g005.tif"/>
</fig>
<p>A total of five DECs and three DEC host genes were identified in the NHEJ pathway, while two DECs and two DEC host genes were assigned to HR pathway. Among these DECs and DEC host genes, circKu70-1, circKu70-2 and circKu70-3 corresponded to the gene <italic>CsKu70</italic>; <italic>CsRad50</italic>, <italic>CsDnl4</italic> and <italic>CsMus81</italic> were the host genes of circRad50, circDnl4 and circMus81, respectively. To further investigate the roles of DECs related to the NHEJ and HR pathways in tea plants, the expression levels of these DECs and their host genes were analyzed. The expression levels of these DECs and their host genes were measured by their normalized FPKM and RPB values, respectively. Additionally, the transcript level of DECs and their host genes were confirmed by qRT-PCR (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF4">
<bold>Supplementary Figure S4</bold>
</xref>), the results showed that the profiles of these DECs and their parental genes were consistent with the sequencing data.</p>
<p>The results showed that the transcript levels of <italic>CsKu70</italic> and <italic>CsMus81</italic> were higher in the T sample than in the CK and TT; there was a decrease in transcript levels of <italic>CsRad50</italic> in CK, T and TT samples, while <italic>CsDnl4</italic> presented the higher transcript levels in TT than in the other samples. The expression levels of circKu70-1 followed the same trends as its host gene <italic>CsKu70</italic> with higher expression in the T sample compared to the CK and TT samples. In contrast, circKu70-2 showed opposite expression trends compared to <italic>CsKu70</italic>. Moreover, the expression level of circKu70-3 increased in the TT sample compared to the T sample, while <italic>CsKu70</italic> decreased. These results suggested that the circRNAs from the same gene can have different expression trends, and regulatory relationship between circRNA and their parental gene can be positively and negatively correlated (<xref ref-type="supplementary-material" rid="ST5">
<bold>Supplementary Table S5</bold>
</xref>). The transcript level of circRad50 was significant lower in the T sample compared to the other samples. The expression level of circDnl4 was significantly increased in the T sample compared to the CK and TT samples, while its parental gene <italic>CsDnl4</italic> presented higher transcript levels in TT than in the other samples. circMus81 and <italic>CsMus81</italic> had similar expression profiles, both being more highly expressed in the T sample compared to the CK and TT (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>).</p>
</sec>
<sec id="s3_6">
<title>Effects of exogenous trehalose on H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup>contents in tea plants</title>
<p>To explore the effect of trehalose on oxidative stress in tea plants under heat treatment, we determined the H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> contents, which are considered the primary ROS species. The results showed that heat stress increased H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> accumulation in the tea plants (T sample), while trehalose treatment significantly reduced the H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> contents in heat-treated tea plants (TT sample) (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6A, B</bold>
</xref>). These findings suggested that trehalose treatment alleviated heat-induced ROS stress in tea leaves.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Effects of exogenous trehalose on H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> concentrations under heat stress in tea plants and correlations between the contents of H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> and circRNAs, as well as their host genes that involve in the NHEJ and HR pathways. <bold>(A)</bold> Content of H<sub>2</sub>O<sub>2</sub>. <bold>(B)</bold> Content of O<sub>2</sub>
<sup>&#x2212;</sup>. <bold>(C)</bold> Correlations among circRNAs, circRNA host genes and the contents of H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup>. Error bars indicate means &#xb1; standard deviation (SD). Different normal letters denote significant differences based on Duncan&#x2019;s <italic>post hoc</italic> test. Lowercase letter indicates significant difference (p &lt; 0.05); uppercase letter indicates highly significant difference (p &lt; 0.01).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1481169-g006.tif"/>
</fig>
<p>Next, we calculated the correlations between the contents of ROS and circRNAs, as well as their host genes that involve in the in the NHEJ and HR pathways (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6C</bold>
</xref>). The results showed that circKU70-1 was negatively correlated with H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> contents, while its host gene <italic>CsKu70</italic> was positively correlated with H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> contents. Furthermore, a similar correlation was observed between circRad50 and its host gene <italic>CsRad50</italic> with respect to H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> contents. Additionally, the expression levels of <italic>CsDnl4</italic> was negatively correlated with H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> contents, while circDnl4 expression was positively correlated with H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> contents. Both <italic>CsMus81</italic> and circMus81were positively correlated with H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> contents. Collectively, these results underscore the involvement of circRNAs and their host genes in the NHEJ and HR pathways, suggesting their crucial roles in mediating the cellular response to ROS.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<sec id="s4_1">
<title>circRNAs are involved in trehalose-induced tolerance to heat stress by regulating the NHEJ and HR pathways in tea plants</title>
<p>circRNAs are recognized as a new class of non-coding RNA that is widespread in animals and plants and has substantial regulatory functions (<xref ref-type="bibr" rid="B17">Li et&#xa0;al., 2018</xref>). In plants, circRNAs are involved in developmental regulation and stress-induced responses (<xref ref-type="bibr" rid="B31">Ye et&#xa0;al., 2015</xref>). Here, a total of 11402 unique circRNAs were identified in tea leaves from CK, T and TT samples (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>; <xref ref-type="supplementary-material" rid="ST3">
<bold>Supplementary Table S3</bold>
</xref>), and 573, 620 and 550 circRNAs were found to be differentially expressed in the T vs. CK, TT vs. CK and TT vs. T comparison groups, respectively (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). In addition, the DECs (profiles 11 and 15) whose expression increased in the T and TT samples were significantly (p&lt; 0.01) enriched (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3F</bold>
</xref>). These findings indicated that these circRNAs are purposefully generated and have a specific function in heat responses.</p>
<p>To further explore the potential role of circRNAs in response to heat stress in tea plants, we performed KEGG analysis of DEC host genes in the T vs. CK, TT vs. CK and TT vs. T comparison groups (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The results showed that the most highly enriched KEGG pathways were NHEJ and HR pathway, suggesting circRNAs play critical roles in these two pathways in response to heat stress. NHEJ and HR are DNA repair pathways that involve ligation of the DSB ends. Ku70/80 heterodimer are key players in NHEJ and bind to ends of broken DNA molecule to initiate DNA repair process. In contrast to NHEJ, HR is initiated by the binding of a MRE11-RAD50-XRS2 (MRX) complex to DNA ends (<xref ref-type="bibr" rid="B30">Weterings and Chen, 2008</xref>). Therefore, the abundance of Ku70/80 heterodimer and MRX complex could reflect DNA damage to a certain extent. In this study, the expression of <italic>CsKu70</italic> increased under heat stress (T sample) but decreased under trehalose + heat stress (TT sample). Moreover, the transcript levels of <italic>CsRad50</italic> was lowest in trehalose + heat stress (TT sample) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). These findings indicated that exogenous trehalose application reduces damaged DNA in tea plants under heat stress. In addition, the concentration of ROS was significantly decreased in tea plants treated with trehalose under heat-stress (TT sample) compared to the tea plants under only heat-stress (T sample) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Taken together, our results suggested that trehalose contributes to reducing DSBs by scavenging heat-induced ROS, and circRNAs are involved in NHEJ and HR pathways to maintain genome stability and enhance heat tolerance in tea plants. In support of this, it has been shown that circRNAs are involved in NHEJ and play an important role in DNA repair and cell cycle regulation during longan embryogenesis (<xref ref-type="bibr" rid="B5">Chen et&#xa0;al., 2022</xref>). In addition, a recent study showed that circ-MDM2 may be a p53 and cell cycle progression regulator, suggesting that circRNAs are regulators of DNA damage response and repair network components (<xref ref-type="bibr" rid="B4">Chaudhary et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s4_2">
<title>Trehalose alleviates heat-induced oxidative stress in tea plants</title>
<p>The heat stress influences physiological, biochemical, and molecular changes in plants, including accumulation of ROS, the alteration of plant hormones levels, and the alteration of the transcriptomic and metabolomic profiles (<xref ref-type="bibr" rid="B11">Hasanuzzaman et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B29">Wahid et&#xa0;al., 2007</xref>). Excessive generation of ROS leads to oxidative stress, which damages stability of macromolecules (DNA, proteins, and membranes), and produces toxicity in cell (<xref ref-type="bibr" rid="B25">Sairam and Tyagi, 2004</xref>). The production of ROS in organisms can reflect the damage and resistance status of plants under adverse environmental conditions. In recent studies, exogenous applications of trehalose have been found to be effective in enhancing heat resistance by scavenging ROS. For instance, trehalose has been shown to scavenge ROS in wheat under heat stress (<xref ref-type="bibr" rid="B19">Luo et&#xa0;al., 2008</xref>). Moreover, it has been reported that trehalose accumulation enhances the resistance to oxygen radicals in <italic>Saccharomyces cerevisiae</italic> during heat stress (<xref ref-type="bibr" rid="B3">Benaroudj et&#xa0;al., 2001</xref>). Similarly, a previous study showed that yeast cells improved tolerance to H<sub>2</sub>O<sub>2</sub> when treatment with 10% trehalose (<xref ref-type="bibr" rid="B6">da Costa Morato et&#xa0;al., 2008</xref>). Consistent with these previous results, in our study, the concentrations of H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> were significantly increased under heat-stress conditions. However, when exogenous trehalose was applied to tea plants under heat-stress, the content of H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub>
<sup>&#x2212;</sup> exhibited a significantly decrease (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). This suggests that trehalose alleviates heat-induced oxidative stress in tea plants. Furthermore, the application of exogenous trehalose in tea plants is an effective approach for defense against heat stress.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusions</title>
<p>In summary, we identified a large number of circRNAs in tea plants, and hundreds of them were found to be differentially expressed in three comparison groups (T vs. CK, TT vs. CK and TT vs. T), which suggested that these circRNAs are effective indicators of tea plants&#x2019; heat stress responses. The most highly enriched KEGG pathways of DEC host genes were NHEJ and HR pathways, indicating that circRNAs may play an important role in maintaining genome stability under heat stress in tea plants. In addition, our findings suggested that trehalose enhances resistance to heat stress by scavenging of ROS in tea plants. Overall, our results provide new insights into the potential applications of trehalose in tea plants, and contribute to understanding of circRNAs regulation in heat stress resistance.</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 below: BioProject, PRJNA1178683.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>SZ: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft. CL: Writing &#x2013; review &amp; editing, Formal analysis, Data curation. ZZ: Writing &#x2013; review &amp; editing, Investigation, Data curation. LX: Writing &#x2013; review &amp; editing, Software, Data curation. BR: Writing &#x2013; review &amp; editing, Validation, Formal analysis. XC: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by Fujian Provincial Natural Science Foundation of China (2024J08225, 2020J05227), the first batch of Ningde Normal University Research Start-up Projects in 2023 (2023Y02), the Development Program of Ningde Normal University (FZ202308),  and the Technology projects of Fujian Province, China (2023S2080).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We want to thank Prof. Zhongxiong Lai for the critical reading and suggestions for the manuscript.</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="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="s11" 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.2024.1481169/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2024.1481169/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.xls" id="ST1" mimetype="application/vnd.ms-excel">
<label>Supplementary Table&#xa0;1</label>
<caption>
<p>Summary of primers used in this study.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table2.xls" id="ST2" mimetype="application/vnd.ms-excel">
<label>Supplementary Table&#xa0;2</label>
<caption>
<p>Summary of circRNA-seq data after filtering.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table3.xls" id="ST3" mimetype="application/vnd.ms-excel">
<label>Supplementary Table&#xa0;3</label>
<caption>
<p>The list of circRNAs identified in this study.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table4.xls" id="ST4" mimetype="application/vnd.ms-excel">
<label>Supplementary Table&#xa0;4</label>
<caption>
<p>Differentially expressed circRNAs in the three pairwise comparisons of T <italic>vs.</italic> CK, TT vs. CK and TT vs. T.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table5.xls" id="ST5" mimetype="application/vnd.ms-excel">
<label>Supplementary Table&#xa0;5</label>
<caption>
<p>Correlation analysis of circRNAs and their host genes.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image1.tif" id="SF1" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;1</label>
<caption>
<p>
<bold>(A)</bold> Electrophoretogram showing validation of circRNA by PCR amplification with divergent and convergent primers. <bold>(B)</bold> Validation of circRNAs by Sanger sequencing. The red and green colors indicate the gene structure of circRNA host genes. The bottom panel shows a Sanger sequencing result highlighting the junction site of circRNAs. The scissors symbol indicates the junction sites.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image2.tif" id="SF2" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;2</label>
<caption>
<p>
<bold>(A)</bold> Expression patterns of circRNAs in RNA-Seq and qPCR for CK, T and TT samples. <bold>(B)</bold> Melting curve analysis of qPCR products to verify amplification of a single target.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image3.tif" id="SF3" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;3</label>
<caption>
<p>GO enrichment analysis of DEC host genes identified in T vs. CK <bold>(A)</bold>, TT vs. CK <bold>(B)</bold>, and TT vs. T <bold>(C)</bold>.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image4.tif" id="SF4" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;4</label>
<caption>
<p>Melting curve analysis of qPCR products to verify amplification of a single target in NHEJ and HR pathways.</p>
</caption>
</supplementary-material>
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