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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.2021.742504</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>Transcriptomic Analysis Reveals the Positive Role of Abscisic Acid in Endodormancy Maintenance of Leaf Buds of <italic>Magnolia wufengensis</italic></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Wu</surname> <given-names>Kunjing</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1150975/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Duan</surname> <given-names>Xiaojing</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhu</surname> <given-names>Zhonglong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Sang</surname> <given-names>Ziyang</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Yutong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Haiying</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Jia</surname> <given-names>Zhongkui</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/657709/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ma</surname> <given-names>Luyi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/385120/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, College of Biological Sciences and Technology, Beijing Forestry University</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Zhejiang Institute of Subtropical Crops, Zhejiang Academy of Agricultural Sciences</institution>, <addr-line>Wenzhou</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>National Energy R&#x0026;D Center for Non-food Biomass, Beijing Forestry University</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Magnolia wufengensis Research Center, Beijing Forestry University</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>Forestry Science Research Institute of Wufeng County</institution>, <addr-line>Yichang</addr-line>, <country>China</country></aff>
<aff id="aff6"><sup>6</sup><institution>College of Forestry, Engineering Technology Research Center of Pinus tabuliformis of National Forestry and Grassland Administration, Beijing Forestry University</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Songling Bai, Zhejiang University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Xinyuan Hao, Tea Research Institute, Chinese Academy of Agricultural Sciences (CAAS), China; Chuanlin Zheng, China Agricultural University, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Zhongkui Jia, <email>jiazk@bjfu.edu.cn</email></corresp>
<corresp id="c002">Luyi Ma, <email>maluyi@bjfu.edu.cn</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Plant Physiology, a section of the journal Frontiers in Plant Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>11</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>742504</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Wu, Duan, Zhu, Sang, Zhang, Li, Jia and Ma.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Wu, Duan, Zhu, Sang, Zhang, Li, Jia and Ma</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><italic>Magnolia wufengensis</italic> (Magnoliaceae) is a deciduous landscape species, known for its ornamental value with uniquely shaped and coloured tepals. The species has been introduced to many cities in south China, but low temperatures limit the expansion of this species in cold regions. Bud dormancy is critical for plants to survive in cold environments during the winter. In this study, we performed transcriptomic analysis of leaf buds using RNA sequencing and compared their gene expression during endodormancy, endodormancy release, and ecodormancy. A total of 187,406 unigenes were generated with an average length of 621.82 bp (N50 = 895 bp). In the transcriptomic analysis, differentially expressed genes involved in metabolism and signal transduction of hormones especially abscisic acid (ABA) were substantially annotated during dormancy transition. Our results showed that ABA at a concentration of 100 &#x03BC;M promoted dormancy maintenance in buds of <italic>M. wufengensis</italic>. Furthermore, the expression of genes related to ABA biosynthesis, catabolism, and signalling pathway was analysed by qPCR. We found that the expression of <italic>MwCYP707A-1-2</italic> was consistent with ABA content and the dormancy transition phase, indicating that <italic>MwCYP707A-1-2</italic> played a role in endodormancy release. In addition, the upregulation of <italic>MwCBF1</italic> during dormancy release highlighted the enhancement of cold resistance. This study provides new insights into the cold tolerance of <italic>M. wufengensis</italic> in the winter from bud dormancy based on RNA-sequencing and offers fundamental data for further research on breeding improvement of <italic>M. wufengensis</italic>.</p>
</abstract>
<kwd-group>
<kwd>bud dormancy</kwd>
<kwd>RNA-seq</kwd>
<kwd><italic>Magnolia wufengensis</italic></kwd>
<kwd>ABA</kwd>
<kwd>dormancy release</kwd>
<kwd>cold tolerance</kwd>
</kwd-group>
<contract-sponsor id="cn001">Beijing Forestry University<named-content content-type="fundref-id">10.13039/501100012138</named-content></contract-sponsor>
<counts>
<fig-count count="10"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="89"/>
<page-count count="18"/>
<word-count count="12610"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="S1">
<title>Introduction</title>
<p>Owing to the instability in global climate, many perennial plants have suffered from abnormal weather conditions, including extreme temperatures in winter. Bud dormancy is the temporary suspension of visible growth in plant buds and represents a protective strategy for perennial plants to survive unfavourable climatic changes during winter (<xref ref-type="bibr" rid="B53">Rohde and Bhalerao, 2007</xref>). Bud dormancy is traditionally categorised into three phases: paradormancy (PD), inhabited by substances generated from another part of the plant; endodormancy (ED), controlled by internal factors; and ecodormancy (ECD), regulated by the external environment (<xref ref-type="bibr" rid="B31">Lang et al., 1987</xref>; <xref ref-type="bibr" rid="B11">Considine and Considine, 2016</xref>). Plants cannot resume growth in a favourable environment until ED release (<xref ref-type="bibr" rid="B53">Rohde and Bhalerao, 2007</xref>). To break ED, plants need to fulfil chilling requirements (CRs) after accumulating sufficient chilling hours (<xref ref-type="bibr" rid="B2">Arora et al., 2003</xref>), as insufficient cold accumulation may delay dormancy release, influence flower morphology, and even impair growth and production (<xref ref-type="bibr" rid="B3">Atkinson et al., 2013</xref>). Therefore, it is necessary to evaluate bud dormancy status and assess CRs in perennial trees. Three models are mainly used to calculate CRs in woody perennials: 0&#x2013;7.2&#x00B0;C model (<xref ref-type="bibr" rid="B71">Weinberger, 1950</xref>), Utah model (<xref ref-type="bibr" rid="B49">Richardson, 1974</xref>), and dynamic model (<xref ref-type="bibr" rid="B21">Fishman et al., 1987a</xref>, <xref ref-type="bibr" rid="B22">b</xref>).</p>
<p>Temperature and photoperiod are important environmental signals controlling the seasonal dormancy cycle in perennials (<xref ref-type="bibr" rid="B1">Anderson et al., 2010</xref>; <xref ref-type="bibr" rid="B44">Maurya and Bhalerao, 2017</xref>). Short photoperiods induce bud formation, bud dormancy induction and apical meristem cessation of shoots (<xref ref-type="bibr" rid="B72">Weiser, 1970</xref>; <xref ref-type="bibr" rid="B60">Singh et al., 2017</xref>). Moreover, dormancy release requires sufficient chilling accumulation in winter as low temperature mostly regulate dormancy release and bud break (<xref ref-type="bibr" rid="B27">Heide, 2008</xref>; <xref ref-type="bibr" rid="B75">Yamane et al., 2011</xref>). According to the two different dormancy-related environmental factors, plants can be classified into three types: temperature-sensitive, photoperiod-sensitive, and temperature- and photoperiod-sensitive (<xref ref-type="bibr" rid="B4">Bai et al., 2016</xref>).</p>
<p>Phytohormones are a crucial factor influencing bud dormancy in perennials, and endogenous hormones and their balance regulate the induction of and release from dormancy (<xref ref-type="bibr" rid="B61">Sonnewald and Sonnewald, 2014</xref>; <xref ref-type="bibr" rid="B41">Liu and Sherif, 2019</xref>). Some conventional hormones such as gibberellin (GA), abscisic acid (ABA), and auxin (IAA) participate in the dormancy cycle (<xref ref-type="bibr" rid="B28">Horvath et al., 2003</xref>; <xref ref-type="bibr" rid="B69">Vimont et al., 2021</xref>). In general, an increase in the ABA content accompanied by a decrease in the GA<sub>3</sub> and IAA content is observed during the dormant induction phase, whereas the opposite trend is observed during dormancy release in plants (<xref ref-type="bibr" rid="B41">Liu and Sherif, 2019</xref>). High levels of IAA and GA<sub>3</sub> accelerate dormancy release (<xref ref-type="bibr" rid="B51">Rinne et al., 2011</xref>; <xref ref-type="bibr" rid="B89">Zhuang et al., 2013</xref>) whereas ABA maintains dormancy (<xref ref-type="bibr" rid="B36">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B65">Tylewicz et al., 2018</xref>). In addition, exogenous ABA application results in a delay in bud break in, for example, <italic>Pyrus pyrifolia</italic> (pear) (<xref ref-type="bibr" rid="B36">Li et al., 2018</xref>), <italic>Vitis vinifera</italic> (grape) (<xref ref-type="bibr" rid="B88">Zheng et al., 2015</xref>), and <italic>Betula pendula</italic> (birch) (<xref ref-type="bibr" rid="B50">Rinne et al., 1994</xref>).</p>
<p>The role of ABA in dormancy has been widely studied at physiological and molecular levels and evidence has indicated that ABA biosynthesis, catabolism, and signalling pathway are involved in the regulation of bud dormancy (<xref ref-type="bibr" rid="B87">Zheng et al., 2018</xref>). A rate-limiting enzyme involved in ABA biosynthesis, 9-cis-epoxycarotenoid dioxygenase (NCED), has been indicated to control dormancy at the transcriptional level (<xref ref-type="bibr" rid="B88">Zheng et al., 2015</xref>; <xref ref-type="bibr" rid="B36">Li et al., 2018</xref>). During catabolism, ABA is degraded by ABA 8&#x2019;-hydroxylase, which is encoded by cytochrome P450 CYP707A, and the relationship between CYP707A and ABA content has been widely investigated (<xref ref-type="bibr" rid="B13">Cutler and Krochko, 1999</xref>; <xref ref-type="bibr" rid="B54">Saito et al., 2004</xref>). The ABA signalling pathway consists of two groups of ABA regulators: Protein Phosphatase 2c (PP2Cs) and SNF1-Related Protein Kinase 2 (SnRK2s). Besides, the ABA receptors were identified as Pyrabactin Resistance (PYRs), Pyrabactin Resistance-Like (PYLs), and Regulatory Component of ABA Receptor (RCARs) (<xref ref-type="bibr" rid="B29">Hubbard et al., 2010</xref>). ABA binds to PYR/PYL/RCARs and forms PP2C complexes, which inhibit the activity of PP2Cs. PP2Cs can suppress SNF1-related protein kinase 2 (SnRK2s) function via dephosphorylation, which negatively affects ABA signalling, allowing SnRK2s to activate the downstream ABRE-binding factor (AREB/ABF) transcription factors (TFs) (<xref ref-type="bibr" rid="B67">Umezawa et al., 2009</xref>; <xref ref-type="bibr" rid="B62">Soon et al., 2011</xref>). Several studies have shown that genes related to ABA signalling are involved in dormancy regulation (<xref ref-type="bibr" rid="B79">Yang et al., 2020</xref>). In <italic>Hybrid Aspen</italic>, short days induce high levels of ABA which suppresses PICKLE (<italic>PKL</italic>) to induce the expression of <italic>SVP-like</italic> (<italic>SVL</italic>), which is an orthologue of short vegetative phase (<italic>SVP</italic>) and then <italic>SVL</italic> induces callose synthase 1 (<italic>CALS1</italic>) expression to promote the establishment of dormancy (<xref ref-type="bibr" rid="B65">Tylewicz et al., 2018</xref>; <xref ref-type="bibr" rid="B59">Singh et al., 2019</xref>).</p>
<p>Bud dormancy is an important overwintering process, and many studies have shown that bud dormancy is associated with winter cold resistance at the molecular level. C-repeat binding factor (<italic>CBF</italic>) belongs to the APETALA2/-ETHYLENE RESPONSE FACTOR (AP2/ERF) gene family, regulates many genes related to cold response and tolerance and can be induced by inducer of <italic>CBF</italic> expression (<italic>ICE</italic>) (<xref ref-type="bibr" rid="B9">Chinnusamy et al., 2007</xref>; <xref ref-type="bibr" rid="B25">Guo et al., 2018</xref>). Dormancy-associated MADS-box (<italic>DAM</italic>)/<italic>SVP</italic>/<italic>SVL</italic> genes are known to control bud dormancy in many species (<xref ref-type="bibr" rid="B58">Singh et al., 2018</xref>; <xref ref-type="bibr" rid="B77">Yang et al., 2018</xref>; <xref ref-type="bibr" rid="B23">Gao et al., 2021</xref>). Therefore, the relationship between <italic>DAM</italic> and <italic>CBF</italic> links between bud dormancy and cold resistance. <italic>PmCBFs</italic> are known to bind to the promoter of <italic>PmDAM6</italic> and activate the expression of <italic>PmCBFs</italic> in <italic>P. mume</italic> (<xref ref-type="bibr" rid="B85">Zhao et al., 2018a</xref>, <xref ref-type="bibr" rid="B86">b</xref>). In <italic>P. pyrifolia</italic>, the expression of <italic>PpDAMs</italic> is directly induced by the accumulation of CBF by binding to CRT/DRE motifs (<xref ref-type="bibr" rid="B45">Niu et al., 2015</xref>; <xref ref-type="bibr" rid="B55">Saito et al., 2015</xref>). <xref ref-type="bibr" rid="B37">Li et al. (2019)</xref> reported that low temperature induces <italic>PpCBF1-PpDAM2</italic> regulon to function during ED transition (<xref ref-type="bibr" rid="B37">Li et al., 2019</xref>). Thus, bud dormancy may be associated with cold tolerance during the winter.</p>
<p>Magnoliaceae plants have high ornamental value and are widely cultivated globally. <italic>Magnolia denudata</italic>, as a common species in north China, has been widely cultivated for its prominent cold tolerance (<xref ref-type="bibr" rid="B80">Yang et al., 2015</xref>). <italic>Magnolia wufengensis</italic> (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 1</xref>), a new species of Magnoliaceae, was discovered growing in Wufeng County, Hubei Province, People&#x2019;s Republic of China (<xref ref-type="bibr" rid="B43">Ma et al., 2006</xref>). As a deciduous landscape species with uniquely shaped and colours of the tepals, <italic>M. wufengensis</italic> has been introduced to many cities in south China for its rich biological characteristics and will have a place in global horticultural plants (<xref ref-type="bibr" rid="B56">Shi et al., 2021</xref>). However, this is difficult in north China where temperatures can be extremely low, because <italic>M. wufengensis</italic> is more sensitive to the cold and with a deeper dormancy level than other Magnoliaceae species such as <italic>M. denudata</italic> (<xref ref-type="bibr" rid="B80">Yang et al., 2015</xref>; <xref ref-type="bibr" rid="B14">Deng et al., 2019</xref>; <xref ref-type="bibr" rid="B17">Duan et al., 2019</xref>). Bud dormancy is an important biological process that helps plants survive cold temperature in winter. RNA sequencing (RNA-seq) has been recently used to study bud dormancy in many species such as pear (<italic>P. pyrifolia</italic>) (<xref ref-type="bibr" rid="B5">Bai et al., 2013</xref>), tea (<italic>Camellia sinensis</italic>) (<xref ref-type="bibr" rid="B26">Hao et al., 2017</xref>), sweet cherry (<italic>Prunus avium</italic> L.) (<xref ref-type="bibr" rid="B68">Vimont et al., 2019</xref>), and wintersweet (<italic>Chimonanthus praecox</italic>) (<xref ref-type="bibr" rid="B39">Li et al., 2020</xref>). In this study, using RNA-seq, we aimed to explore: (i) the cycle period between ED and ECD and the effects of different meteorological factors on dormancy release of <italic>M. wufengensis</italic>, (ii) which key genes and pathways were involved in regulation of different dormancy phases, (iii) the role that hormones, especially ABA, play in endodormancy maintenance, and (iv) the relationship between cold tolerance and different phases of dormancy. This study will provide a foundation for improving cold resistance and thus allowing normal growth in winter and expanding the northern boundary of <italic>M. wufengensis</italic> cultivation.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Plant Materials</title>
<p>Eight-year-old <italic>M. wufengensis</italic> and <italic>M. denudata</italic> were cultivated in Jiufeng National Forest Park (Beijing, China; 40&#x00B0;3&#x2032;25&#x2033;N, 116&#x00B0;6&#x2032;39&#x2033;E). The trees were not clipped or chemically treated before sampling. In 2019&#x2013;2020, one-year shoots with one apical bud were collected from <italic>M. wufengensis</italic> on 2 November (19N<sub>1</sub>), 23 November (19N<sub>2</sub>), 6 December (19D<sub>1</sub>), 14 December (19D<sub>2</sub>), 21 December (19D<sub>3</sub>), 30 December (19D<sub>4</sub>), 12 January (20J<sub>1</sub>), 18 January (20J<sub>2</sub>), and 19 February (20F<sub>1</sub>). In 2020&#x2013;2021, <italic>M. wufengensis</italic> and <italic>M. denudata</italic> shoots and buds were collected on 5 October (20O<sub>1</sub>), 20 October (20O<sub>2</sub>), 5 November (20N<sub>1</sub>), 20 November (20N<sub>2</sub>), 5 December (20D<sub>1</sub>), 20 December (20D<sub>2</sub>), 5 January (21J<sub>1</sub>), and 20 January (21J<sub>2</sub>). 12 trees were divided into three replicates, and all samples were collected from the same 4 trees at each stage. All leaf bud samples of <italic>M. wufengensis</italic> were stored in liquid nitrogen immediately after collection and then at &#x2013;80&#x00B0;C until RNA extraction.</p>
</sec>
<sec id="S2.SS2">
<title>Evaluation of Bud Dormancy Status</title>
<p>The bud dormancy status of leaf buds was evaluated as previously described (<xref ref-type="bibr" rid="B40">Liu et al., 2012</xref>) with some modifications. In 2019&#x2013;2020 and 2020&#x2013;2021, 1-year-old shoots with one apical bud about 10 cm long (<italic>n</italic> = 7) were sampled and inserted in wet flower mud in a box full of water and allowed to grow in the climate chamber at 25 &#x00B1; 1.0&#x00B0;C during the day and 22 &#x00B1; 1.0&#x00B0;C during the night, with a photoperiod of 14 h light/10 h dark and 60% relative humidity. Twenty-one leaf buds grown in three boxes of flower mud were divided into three biological replicates. The water was changed and the base of the shoots was cut every 3&#x2013;4 days. Dormancy status was determined by the bud break percentage (BBP) after 32 days. We defined the beginning of bud break when the as green leaf tips were enclosing visible leaves. If the buds were at more than 50% bud break after 32 days, then the buds were considered to be released from ED (<xref ref-type="bibr" rid="B81">Yooyongwech et al., 2009</xref>).</p>
</sec>
<sec id="S2.SS3">
<title>Acquisition of Meteorological Data and Chilling Units in <italic>Magnolia wufengensi</italic>s and <italic>Magnolia denudata</italic> During Dormancy</title>
<p>Maximum (T<sub>max</sub>), minimum (T<sub>min</sub>), and average temperatures (T<sub>avg</sub>) were recorded every 15 min using the weather station (WeatherHawk, Campbell Scientific, UT, United States) located in Jiufeng National Forest Park.</p>
<p>Chilling units (CUs) of <italic>M. wufengensis</italic> and <italic>M. denudata</italic> leaf buds were calculated based on 0&#x2013;7.2&#x00B0;C (<xref ref-type="bibr" rid="B71">Weinberger, 1950</xref>) and Utah models (<xref ref-type="bibr" rid="B49">Richardson, 1974</xref>).</p>
</sec>
<sec id="S2.SS4">
<title>Measurements of Phytohormones Contents</title>
<p>The extraction, purification, and determination of endogenous abscisic acid and gibberellin (GA<sub>1</sub>, GA<sub>3</sub> and GA<sub>4</sub>) were performed using an enzyme-linked immunosorbent assay (ELISA) according to manufacturer&#x2019;s instructions. The fresh samples (1 g bud) were homogenised in liquid nitrogen and extracted in pre-cold 80% (v/v) methanol with butylated hydroxytoluene (BHT) (1 mmol/L) and kept at 4&#x00B0;C overnight. The samples were centrifuged for 15 min at 5,000 rpm (4&#x00B0;C). Afterward, the extracts were passed through a C18 Sep-Pak Cartridge (Waters, Milford, MA, United States) and dried with N<sub>2</sub>. Then the residues were dissolved in 0.01 mol L<sup>&#x2013;1</sup> PBS (pH 7.4) to determine the levels of ABA and GAs content. Calculations of plant hormones by ELISA followed the protocol described in <xref ref-type="bibr" rid="B84">Zhao et al. (2006)</xref>. The ELISA kits used for the assay were purchased from Saipei Biotechnology Co., Ltd. (Wuhan, China). Each experiment contained three biological and technical replicates.</p>
</sec>
<sec id="S2.SS5">
<title>RNA Isolation, cDNA Library Construction, and Sequencing</title>
<p>RNA for RNA-seq was isolated separately from the 19N<sub>1</sub>, 19D<sub>1</sub>, and 19D<sub>2</sub> samples using Plant RNA Purification Reagent for plant tissue according to the manufacturer&#x2019;s instructions (Invitrogen, Carlsbad, CA, United States) and genomic DNA was removed using DNase I (Takara Bio, Shiga, Japan). Then, RNA quality was determined using the 2100 Bioanalyzer Instrument (Agilent Technologies, Santa Clara, CA, United States) and quantified using NanoDrop 2000 (Thermo Fisher Scientific, Waltham, MA, United States). Only high-quality RNA samples (optical density (OD)260/280 = &#x223C;1.8&#x2013;2.2, OD260/230 &#x2265; 2.0, RNA integrity number &#x2265; 6.5, 28S:18S &#x2265; 1.0, quantity &#x003E; 1 &#x03BC;g) were used to construct the sequencing library.</p>
<p>RNA purification, reverse transcription, library construction, and sequencing were performed at Shanghai Majorbio Bio-pharm Biotechnology Co., Ltd. (Shanghai, China) according to the manufacturer&#x2019;s instructions (Illumina, San Diego, CA, United States). The RNA-seq transcriptome libraries of <italic>M. wufengensis</italic> were prepared using TruSeq RNA Sample Prep Kit (Illumina). Poly(A) mRNA was purified from total RNA using oligo-dT-attached magnetic beads (Invitrogen) and then fragmented using the fragmentation buffer. Using these short fragments as templates, double-stranded complementary DNA (cDNA) was synthesised using SuperScript Double-Stranded cDNA Synthesis Kit (Invitrogen) with random hexamer primers (Illumina). Subsequently, the synthesised cDNA was subjected to end-repair, phosphorylation, and &#x201C;A&#x201D; base addition according to Illumina&#x2019;s library construction protocol. Libraries were selected for size using cDNA target fragments of 200&#x2013;300 bp on 2% Low Range Ultra Agarose (Bio-Rad) followed by PCR amplification using Phusion DNA polymerase (New England Biolabs, Boston, MA, United States) for 15 PCR cycles. After quantification using TBS380, two RNA-seq libraries were sequenced in a single lane on NovaSeq 6000 Sequencing System (Illumina) for 2 &#x00D7; 150 bp paired-end reads. Each experiment included three biological replicates.</p>
</sec>
<sec id="S2.SS6">
<title><italic>De novo</italic> Assembly and Sequence Annotation</title>
<p>The raw paired-end reads were trimmed and quality controlled using SeqPrep<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> and Sickle<sup><xref ref-type="fn" rid="footnote2">2</xref></sup> with default parameters. Subsequently, clean data from <italic>M. wufengensis</italic> were used to perform <italic>de novo</italic> assembly with Trinity<sup><xref ref-type="fn" rid="footnote3">3</xref></sup> (<xref ref-type="bibr" rid="B24">Grabherr et al., 2011</xref>). All the assembled transcripts were searched against the National Center for Biotechnology Information protein non-redundant (NR), Clusters of Orthologous Genes (COG), and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases using BLASTX to identify the proteins that had the highest sequence similarity with the given transcripts to retrieve their function annotations and typical cut-off E-values were set as less than 1.0 &#x00D7; 10<sup>&#x2013;&#x2013;5</sup>. Blast2GO<sup><xref ref-type="fn" rid="footnote4">4</xref></sup> (<xref ref-type="bibr" rid="B10">Conesa et al., 2005</xref>) programme was used to obtain gene ontology (GO) annotations of uniquely assembled transcripts for describing their biological processes, molecular functions, and cellular components. Metabolic pathway analysis was performed using KEGG<sup><xref ref-type="fn" rid="footnote5">5</xref></sup> (<xref ref-type="bibr" rid="B46">Ogata et al., 1999</xref>).</p>
</sec>
<sec id="S2.SS7">
<title>Differential Expression Analysis and Functional Enrichment</title>
<p>To identify differentially expressed genes (DEGs) between two different samples, the expression level of each transcript was calculated according to the transcripts per million reads method. RSEM<sup><xref ref-type="fn" rid="footnote6">6</xref></sup> (<xref ref-type="bibr" rid="B34">Li and Dewey, 2011</xref>) was used to quantify gene abundance. DEG analysis was performed using DESeq2 (<xref ref-type="bibr" rid="B42">Love et al., 2014</xref>) and EdgeR (<xref ref-type="bibr" rid="B52">Robinson et al., 2009</xref>) with DEGs |log2FC| &#x003E; 1 and Q value &#x2264; 0.05 (DESeq2 or EdgeR) considered to be significant. In addition, functional enrichment analysis using GO and KEGG were performed to identify which DEGs were significantly enriched in GO terms and metabolic pathways with a Bonferroni-corrected <italic>p</italic> value &#x2264; 0.05 compared to the whole-transcriptome background. GO functional enrichment and KEGG pathway analyses were carried out using Goatools<sup><xref ref-type="fn" rid="footnote7">7</xref></sup> and KOBAS<sup><xref ref-type="fn" rid="footnote8">8</xref></sup> (<xref ref-type="bibr" rid="B74">Xie et al., 2011</xref>).</p>
<p>Venn diagrams were drawn and trend analysis was performed using Venny 2.1<sup><xref ref-type="fn" rid="footnote9">9</xref></sup> and Short Time-series Expression Miner software (STEM) (<xref ref-type="bibr" rid="B19">Ernst and Bar-Joseph, 2006</xref>), respectively.</p>
</sec>
<sec id="S2.SS8">
<title>Exogenous Abscisic Acid Treatment</title>
<p>For ABA treatment, nine shoots of <italic>M. wufengensis</italic> were collected from the 12 trees from November 2020 to January 2021 and sprayed with 100, 200, or 300 &#x03BC;M ABA (Aidlab, Beijing, China) and 0.2% ethanol (mock treatment) at approximately 13:00 for three consecutive days. Each treatment was executed with three biological and technical replicates. Buds were collected at 7, 14, 21, and 28 days after ABA treatment and stored immediately in liquid nitrogen and then at &#x2013;80&#x00B0;C. Other shoots that grew in the chamber environment mentioned above for 32 days were used to measure BBP.</p>
</sec>
<sec id="S2.SS9">
<title>Identification and Validation of Cold-Related Genes by Cold Acclimation</title>
<p>To ensure DEGs identified by RNA-seq involve in cold tolerance of <italic>M. wufengensis</italic>, a cold acclimation experiment was conducted to valid their functions. Three apical buds were selected randomly and used for experiments during the whole cold acclimation treatment in September 2017 (autumn). The experiment included three temperatures for analysis. A room temperature of 22&#x00B0;C in a low-temperature incubator (3M, United States) served as the control. The samples in other groups of <italic>M. wufengensis</italic> buds were treated for seven days sequentially in low-temperatures incubators at the following two different experimental temperatures: low temperature of 12 and 4&#x00B0;C. Two days were left for cooling slowly in temperatures incubator between two groups (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 2</xref>).</p>
</sec>
<sec id="S2.SS10">
<title>Quantitative PCR Analysis of Gene Expression</title>
<p>RNA of <italic>M. wufengensis</italic> buds for quantitative PCR (qPCR) was extracted using the HiPure HP Plant RNA Mini Kit (Magen, Shanghai, China) according to the manufacturer&#x2019;s instructions and genomic DNA was removed using DNase I. cDNA used for qPCR was reverse transcribed from 2 &#x03BC;g of purified RNA in a 20 &#x03BC;L reaction volume based on the manufacturer&#x2019;s instructions (G592, Applied Biological Materials, Richmond, BC, Canada). The qPCR primers were designed using Beacon Designer 7 (PREMIER Biosoft International, Palo Alto, CA, United States) and passed the specificity test. qPCR was carried out on a StepOnePlus Real-Time PCR System (Applied Biosystems, United States) with a final reaction volume of 10 &#x03BC;L containing 5 &#x03BC;L TB Green Premix Ex Taq (Tli RNaseH Plus; Takara Bio) (2X), 0.2 &#x03BC;L each of ROX Reference Dye (50X) (Takara Bio), upstream primer, and downstream primer, 1.0 &#x03BC;L cDNA, and 3.4 &#x03BC;L double-distilled water. <italic>MwACTIN</italic> was used for a reference gene for analysis. The primer sequences used in qPCR are listed in <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>. Each sample included three biological and technical replicates.</p>
</sec>
<sec id="S2.SS11">
<title>Statistical Analysis</title>
<p>The study was conducted with a completely randomised design. The data were analysed using one-way analysis of variance followed by least significant difference test and <italic>p</italic> value &#x003C;0.05 was considered significant. Graphs were constructed using SigmaPlot version 10 (Systat Software, San Jose, CA, United States) and R Project (R Foundation for Statistical Computing, Vienna, Austria). All data were analysed using SPSS Statistics version 20 (IBM, Armonk, NY, United States).</p>
</sec>
</sec>
<sec sec-type="results" id="S3">
<title>Results</title>
<sec id="S3.SS1">
<title>Dormancy Status and Chilling Requirement of Buds in <italic>Magnolia wufengensis</italic> and <italic>Magnolia denudata</italic> During Natural Overwintering</title>
<p>To study the relationships between bud dormancy and cold tolerance, it is imperative to define the status of bud dormancy. As is shown in <xref ref-type="fig" rid="F1">Figure 1A</xref>, no bud breaking was observed in <italic>M. wufengensis</italic> and <italic>M. denudata</italic> on 20O<sub>2</sub>; however, BBP increased with progress in chilling accumulation mainly in November and December. In <italic>M. wufengensis</italic>, the apical leaf buds were determined in the ED phase before 20N<sub>2</sub> and ED release between 20N<sub>2</sub> and 20D<sub>1</sub>, when the number of CUs reached 62&#x2013;214 CUs and 480&#x2013;548 CUs based on the 0&#x2013;7.2&#x00B0;C and Utah models, respectively. In addition, the ED release occurred between 5 December and 20 December in <italic>M. denudata</italic>, which was later than that in <italic>M. wufengensis</italic> with CUs reaching 214&#x2013;294 CUs and 548&#x2013;589.5 CUs based on the 0&#x2013;7.2&#x00B0;C and Utah models, respectively (<xref ref-type="fig" rid="F1">Figure 1B</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Bud break percentage and chilling units of <italic>Magnolia wufengensis</italic> and Magnolia denudata during 2020&#x2013;2021 dormancy phase under natural conditions. <bold>(A)</bold> Bud break percentage of <italic>Magnolia wufengensis</italic> and Magnolia denudata was assessed after 32 days in 2020&#x2013;2021. <bold>(B)</bold> Chilling units were calculated based on 0&#x2013;7.2&#x00B0;C and Utah models beginning on 14 November and 29 September 2020, respectively. Each experiment was performed with three biological replicates. Different letters above bars indicate a significant difference among bud break percentage according to ANOVA and LSD test (<italic>p</italic> &#x003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-12-742504-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS2">
<title>Phytohormone Concentration During Bud Dormancy of <italic>Magnolia wufengensis</italic></title>
<p>GA<sub>3</sub> content was low before 21J<sub>1</sub> and peaked at 21J<sub>2</sub>, and a small peak appeared at 20N<sub>2</sub> (before ED release) (<xref ref-type="fig" rid="F2">Figure 2A</xref>) and a similar result was observed regarding the content of GA<sub>1</sub> (<xref ref-type="fig" rid="F2">Figure 2B</xref>). In addition, the content of GA<sub>4</sub> decreased during ED release phase and a peak at 20D<sub>2</sub> was observed (<xref ref-type="fig" rid="F2">Figure 2B</xref>). Moreover, before ED release, the concentration of ABA kept increasing until at 20O<sub>2</sub> and then decreased rapidly to the lowest level at 20N<sub>2</sub> with dormancy release, with a slight increase at 20D<sub>1</sub> and considerable reduction immediately at 20D<sub>2</sub>. After ED release, ABA levels sharply increased after 20D<sub>2</sub> and increased further at 21J<sub>2</sub> (<xref ref-type="fig" rid="F2">Figure 2C</xref>). In addition, the ratio of content of ABA/GA<sub>3</sub> increased before ED release and experienced a sharp decrease after ED release (<xref ref-type="fig" rid="F2">Figure 2D</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Concentration of phytohormones [<bold>(A)</bold> gibberellin 3 (GA3), <bold>(B)</bold> gibberellin 1 (GA1) and gibberellin 4 (GA4), <bold>(C)</bold> abscisic acid (ABA), <bold>(D)</bold> ABA/GA3 ratio] in <italic>Magnolia wufengensis</italic> during the season transition in 2020&#x2013;2021. Each experiment was performed with three biological replicates. Different letters above bars indicate a significant difference among hormones according to ANOVA and LSD test (<italic>p</italic> &#x003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-12-742504-g002.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>Transcriptome Sequencing, <italic>de novo</italic> Assembly, and Annotation of <italic>Magnolia wufengensis</italic> Unigenes During Bud Dormancy</title>
<p>Three libraries 19N<sub>1</sub> (ED, control, BBP = 0%), 19D<sub>1</sub> (ED release phase, 0% &#x003C; BBP &#x003C; 50%), and 19D<sub>2</sub> (ECD, BBP &#x003E; 50%) (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 3</xref>) were constructed from cDNA obtained from more than three apical buds and sequenced on the NovaSeq 6000 platform. Approximately 59.75 GB of clean reads was obtained after quality control, and Q30 percentage and guanine and cytosine content (GC) percentage were more than 92.14 and 46.92% in the nine samples, respectively (<xref ref-type="table" rid="T1">Table 1</xref>). The <italic>de novo</italic> assembly using Trinity yielded 187,406 unigenes ranging from 201 bp to 14,669 bp with an average length of 621.82 bp, and N50 of 895 bp (<xref ref-type="table" rid="T2">Table 2</xref>). In general, the number of unigenes decreased with the increase in gene length, and the largest proportion of unigenes was between 200 bp and 500 bp (123,562, 66%), followed by 501 bp to 1,000 bp (35,770, 19%), and 1,001 bp to 1,500 bp (11,895, 6%) (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 4A</xref>).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Sequencing the <italic>Magnolia wufengensis</italic> transcriptome from nine apical leaf samples from plants from endodormancy (ED; 19N<sub>1</sub>_1, 19N<sub>1</sub>_2, 19N<sub>1</sub>_3), before ED release (19D<sub>1</sub>_1, 19D<sub>1</sub>_2, 19D<sub>1</sub>_3), and ecodormancy (ECD; 19D<sub>2</sub>_1, 19D<sub>2</sub>_2, 19D<sub>2</sub>_3).</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Sample</td>
<td valign="top" align="center">Clean reads</td>
<td valign="top" align="center">Clean bases</td>
<td valign="top" align="center">Error rate (%)</td>
<td valign="top" align="center">Q20 (%)</td>
<td valign="top" align="center">Q30 (%)</td>
<td valign="top" align="center">GC content (%)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">19N1_1</td>
<td valign="top" align="center">43633612</td>
<td valign="top" align="center">6.46E + 09</td>
<td valign="top" align="center">0.0272</td>
<td valign="top" align="center">97.16</td>
<td valign="top" align="center">92.14</td>
<td valign="top" align="center">47.05</td>
</tr>
<tr>
<td valign="top" align="left">19N1_2</td>
<td valign="top" align="center">43329432</td>
<td valign="top" align="center">6.42E + 09</td>
<td valign="top" align="center">0.026</td>
<td valign="top" align="center">97.61</td>
<td valign="top" align="center">93.15</td>
<td valign="top" align="center">47.14</td>
</tr>
<tr>
<td valign="top" align="left">19N1_3</td>
<td valign="top" align="center">41462488</td>
<td valign="top" align="center">6.16E + 09</td>
<td valign="top" align="center">0.0258</td>
<td valign="top" align="center">97.7</td>
<td valign="top" align="center">93.35</td>
<td valign="top" align="center">47.09</td>
</tr>
<tr>
<td valign="top" align="left">19D1_1</td>
<td valign="top" align="center">43446866</td>
<td valign="top" align="center">6.44E + 09</td>
<td valign="top" align="center">0.026</td>
<td valign="top" align="center">97.61</td>
<td valign="top" align="center">93.18</td>
<td valign="top" align="center">46.92</td>
</tr>
<tr>
<td valign="top" align="left">19D1_2</td>
<td valign="top" align="center">47754902</td>
<td valign="top" align="center">7.1E + 09</td>
<td valign="top" align="center">0.026</td>
<td valign="top" align="center">97.61</td>
<td valign="top" align="center">93.17</td>
<td valign="top" align="center">46.96</td>
</tr>
<tr>
<td valign="top" align="left">19D1_3</td>
<td valign="top" align="center">44602650</td>
<td valign="top" align="center">6.52E + 09</td>
<td valign="top" align="center">0.0268</td>
<td valign="top" align="center">97.29</td>
<td valign="top" align="center">92.43</td>
<td valign="top" align="center">46.93</td>
</tr>
<tr>
<td valign="top" align="left">19D2_1</td>
<td valign="top" align="center">43032290</td>
<td valign="top" align="center">6.4E + 09</td>
<td valign="top" align="center">0.0263</td>
<td valign="top" align="center">97.49</td>
<td valign="top" align="center">92.94</td>
<td valign="top" align="center">49.52</td>
</tr>
<tr>
<td valign="top" align="left">19D2_2</td>
<td valign="top" align="center">46841758</td>
<td valign="top" align="center">6.93E + 09</td>
<td valign="top" align="center">0.0261</td>
<td valign="top" align="center">97.58</td>
<td valign="top" align="center">93.16</td>
<td valign="top" align="center">49</td>
</tr>
<tr>
<td valign="top" align="left">19D2_3</td>
<td valign="top" align="center">49290604</td>
<td valign="top" align="center">7.31E + 09</td>
<td valign="top" align="center">0.0258</td>
<td valign="top" align="center">97.7</td>
<td valign="top" align="center">93.39</td>
<td valign="top" align="center">49.91</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Statistical results of transcriptome unigenes.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Total number</td>
<td valign="top" align="center">200&#x2013;500 bp</td>
<td valign="top" align="center">501&#x2013;1,000 bp</td>
<td valign="top" align="center">1,001&#x2013;1,500 bp</td>
<td valign="top" align="center">&#x003E;1,500 bp</td>
<td valign="top" align="center">N50</td>
<td valign="top" align="center">Max length</td>
<td valign="top" align="center">Min length</td>
<td valign="top" align="center">Average length</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">187,406</td>
<td valign="top" align="center">123,562</td>
<td valign="top" align="center">35,770</td>
<td valign="top" align="center">11,895</td>
<td valign="top" align="center">16,179</td>
<td valign="top" align="center">895</td>
<td valign="top" align="center">14,669</td>
<td valign="top" align="center">201</td>
<td valign="top" align="center">621.82</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The assembled unigenes were compared against NR, Swiss-Prot, Pfam, COG, GO, and KEGG databases using BLASTX (E-value &#x003C; 1e<sup>&#x2013;5</sup>). Simultaneously, we found that the number of unigenes successfully annotated to the NR database was the highest (78,142; 41.7%), followed by COG (71,437; 38.1%), KEGG (61,840; 33.0%), Pfam (55,774; 29.8%), Swiss-Prot (55,692; 29.7%), and GO (43,500; 23.2%) (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 4B</xref>). With respect to species, the unigene sequences were most similar to genes from <italic>Quercus suber</italic> (29,500), <italic>Cinnamomum micranthum</italic> (11,576), <italic>Carpinus fangiana</italic> (5,871), <italic>Nelumbo nucifera</italic> (3,592), and <italic>V. vinifera</italic> (3,052) using BLASTX matches (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 4C</xref>).</p>
<p>KEGG analysis revealed 61,840 unigenes to be significantly mapped to 139 KEGG pathways and classified into six categories: Metabolism, Genetic Information Processing, Environmental Information Processing, Cellular Processes, Organismal Systems, and Human Diseases. The highest unigenes representation pathways in &#x201C;Metabolism&#x201D; were carbohydrate metabolism (4,090) and amino acid metabolism (2,911), those in &#x201C;Genetic Information Processing&#x201D; were translation (4,895) and folding, sorting, and degradation (3,342). Signal transduction (823), transport and catabolism (2,138), environmental adaptation (852), and endocrine and metabolic disease (116) were most associated with &#x201C;Environmental Information Processing,&#x201D; &#x201C;Cellular Processes,&#x201D; &#x201C;Organismal Systems,&#x201D; and &#x201C;Human Diseases,&#x201D; respectively (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 4D</xref>).</p>
<p>Based on GO analysis, 43,500 unigenes were classified into three main categories: biological process, cellular component, and molecular function. Biological process was mainly comprised of proteins involved in cellular process (29,572), metabolic process (27,167), and biological regulation (8,340). The most represented cellular components were cell part (29,063), membrane part (22,285), and organelle (16,681). In addition, we found a high number of unigenes involved in binding (36,757), catalytic activity (35,199), and transporter activity (5,244) in molecular function (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 4E</xref>).</p>
</sec>
<sec id="S3.SS4">
<title>Changes in Gene Expression, Gene Expression Patterns, and Enrichment Analysis of Differentially Expressed Genes During Bud Dormancy</title>
<p>Unigenes with <italic>p</italic> value &#x003C; 0.05 or |log2FC| &#x2265; 1 were defined as DEGs. Among the DEGs, 8,565 and 30,321 were upregulated and 7,675 and 13,672 genes were downregulated at 19D<sub>1</sub> and 19D<sub>2</sub>, respectively. Moreover, 28,849 upregulated and 9,715 downregulated unigenes were identified between 19D<sub>2</sub> and 19D<sub>1</sub>. The number of DEGs of 19D<sub>2</sub> versus 19N<sub>1</sub> were the highest, followed by 19D<sub>2</sub> versus 19D<sub>1</sub> and 19D<sub>1</sub> versus 19N<sub>1</sub> (<xref ref-type="fig" rid="F3">Figure 3A</xref>). To further explore DEGs related to dormancy release under natural conditions, a Venn diagram was drawn between 19D<sub>1</sub> versus 19N<sub>1</sub>, 19D<sub>2</sub> versus 19N<sub>1</sub>, and 19D<sub>2</sub> versus 19D<sub>1</sub>, and 4,286 DEGs were found to intersect all three groups (<xref ref-type="fig" rid="F3">Figure 3B</xref>). To distinguish the changing patterns in gene expression, gene expression profile clustering was performed. From this, 4,286 genes were assigned to 16 different profiles by STEM and six profiles that were significantly enriched from 19N<sub>1</sub> to 19D<sub>2</sub> were identified (<xref ref-type="fig" rid="F3">Figure 3C</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Expression patterns of differentially expressed genes (DEGs) during different dormancy phases in <italic>Magnolia wufengensis</italic>. <bold>(A)</bold> Changes in gene expression profile during different dormancy phases. <bold>(B)</bold> Venn diagram of DEGs between 19D1 versus 19N1, 19D2 versus 19N1, and 19D2 versus 19D1. <bold>(C)</bold> Trend analysis of 4,286 intersecting DEGs in panel <bold>(B)</bold>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-12-742504-g003.tif"/>
</fig>
<p>Compared to 19N<sub>1</sub>, GO analysis of DEGs at 19D<sub>1</sub> demonstrated that genes related to membrane structure and transcription were overexpressed. Biological process, cellular component, and molecular function, &#x201C;single-organism transport,&#x201D; &#x201C;cellular component,&#x201D; and &#x201C;oxidoreductase activity&#x201D; were the most enriched GO categories. At 19D<sub>2</sub>, in biological process, the major subcategories were &#x201C;metabolic process&#x201D; and &#x201C;single-organism process.&#x201D; In cellular component, &#x201C;cellular component,&#x201D; &#x201C;cell part,&#x201D; and &#x201C;intracellular part&#x201D; were the most representative subcategories, and &#x201C;oxidoreductase activity,&#x201D; &#x201C;transporter activity,&#x201D; and &#x201C;RNA binding&#x201D; were the top three subcategories compared to 19N<sub>1</sub>.</p>
<p>Compared to 19N<sub>1</sub>, KEGG pathway enrichment analysis for DEGs indicated that four pathways &#x2013; &#x201C;ribosome (map03010),&#x201D; &#x201C;oxidative phosphorylation (map00190),&#x201D; &#x201C;plant-pathogen interaction (map04626)&#x201D; and &#x201C;plant hormone signal transduction (map04075)&#x201D; were significantly enriched at 19D<sub>1</sub>. At 19D<sub>2</sub> versus 19N<sub>1</sub>, &#x201C;spliceosome (map03040)&#x201D; followed by &#x201C;oxidative phosphorylation (map00190),&#x201D; and &#x201C;plant hormone signal transduction (map04075)&#x201D; were significantly enriched. Compared with D<sub>1</sub>, &#x201C;ribosome (map03010),&#x201D; &#x201C;oxidative phosphorylation (map00190),&#x201D; and &#x201C;spliceosome (map03040),&#x201D; were significantly enriched at 19D<sub>2</sub> (<xref ref-type="supplementary-material" rid="TS2">Supplementary Table 2</xref>).</p>
</sec>
<sec id="S3.SS5">
<title>Hormone Signal Transduction Related Genes Were Expressed During Bud Dormancy Transition</title>
<p>Based on KEGG annotation, DEGs related to phytohormones play an important role in dormancy transition. A total of 51 DEGs related to plant hormone signal transduction (<xref ref-type="supplementary-material" rid="TS3">Supplementary Table 3</xref>) divided into three main gene clusters as shown in <xref ref-type="fig" rid="F4">Figure 4</xref>. Cluster A (13 genes) was highly expressed at the 19N<sub>1</sub> (ED) stage, and showed low expression levels during dormancy release, which indicated that the genes in this cluster may be involved in breaking ED. Among the DEGs in cluster A, two genes involved in ABA signalling, <italic>PP2C</italic> and <italic>ABF</italic>, and five auxin-related genes, including three <italic>IAA</italic>, and one each of <italic>GH3</italic> and <italic>AUX</italic>, were found, which indicates that ABA and auxin signalling were activated during dormancy release. Cluster B contained 14 genes that showed low expression level at N<sub>1</sub>, and sharply increased at 19D<sub>1</sub>before decreasing to a relatively low level at 19D<sub>2</sub>. Among them, DEGs associated with auxin (<italic>IAA, SAUR, ARF</italic>, and <italic>T1R1</italic>), ethylene (<italic>EBF</italic> and <italic>ETR</italic>), and brassinosteroid (<italic>TCH4</italic>) regulation were most abundant in this expression profile cluster. Cluster C, with the largest number of DEGs (24 genes), exhibited a low expression level at 19N<sub>1</sub>, which gradually increased at 19D<sub>1</sub> and part of 19D<sub>2</sub>. Among them, DEGs that responded to jasmonic acid (<italic>COI1, JAZ</italic>, and <italic>JAR1</italic>), cytokinin (<italic>ARR-A</italic>), auxin (<italic>SAUR, ARF, IAA</italic> and <italic>AUX1</italic>), and brassinosteroid (<italic>TCH4</italic> and <italic>BZR1</italic>) exhibited a similar expression pattern to that in cluster C.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Heatmap of differentially expressed genes (DEGs) involved in plant hormone signal transduction (map04075) during different dormancy phases at 2019&#x2013;2020 in <italic>Magnolia wufengensis</italic>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-12-742504-g004.tif"/>
</fig>
</sec>
<sec id="S3.SS6">
<title>Transcription Factors Were Active During Endodormancy Release</title>
<p>A total of 1,001 TF genes (552 upregulated and 449 downregulated) that were active during dormancy transition were identified. These TFs were mainly concentrated in MYB_superfamily, C2H2, C2C2, bHLH, bZIP, AP2/ERF, NAC, and WRKY. Among all the evaluated genes, the number of genes of the MYB_superfamily was the highest with 131 genes (59 upregulated and 72 downregulated), followed by C2H2 with 103 genes (90 upregulated and 13 downregulated), C2C2 with 93 genes (56 upregulated and 37 downregulated), bHLH with 86 genes (45 upregulated and 41 downregulated), bZIP with 80 genes (64 upregulated and 16 downregulated), AP2/ERF with 66 genes (35 upregulated and 31 downregulated), NAC with 55 genes (25 upregulated and 30 downregulated), and WRKY with 48 genes (26 upregulated and 22 downregulated) (<xref ref-type="supplementary-material" rid="TS4">Supplementary Table 4</xref>).</p>
</sec>
<sec id="S3.SS7">
<title>Validation of RNA-Seq Results Using Quantitative PCR</title>
<p>Ten DEGs were randomly selected to demonstrate the reliability of RNA-seq using qPCR. The trends of genes during different dormancy phases using qPCR were consistent with the RNA-seq results, indicating favourable reliability of RNA-seq (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 5</xref>).</p>
</sec>
<sec id="S3.SS8">
<title>Abscisic Acid at a Concentration of 100 &#x03BC;M Promoted Endodormancy Maintenance in <italic>Magnolia wufengensis</italic></title>
<p>Based on the transcriptional analysis, we analysed and inferred that hormone metabolism, signal transduction, and especially ABA may play important roles in dormancy transition. Therefore, to further figure out the function of ABA with respect to ED release, three different exogenous concentrations of ABA (100, 200, and 300 &#x03BC;M) were applied to apical buds on 20N<sub>1</sub>, 20N<sub>2</sub>, 20D<sub>1</sub>, 20D<sub>2</sub>, 21J<sub>1</sub>, and 21J<sub>2</sub> in <italic>M. wufengensis</italic>, and their BBP with exogenous ABA and mock treatments (0.2% ethanol) was compared after 32 days. Based on the evaluated dormancy status, 20N<sub>1</sub> and 20N<sub>2</sub> were in ED and ready to release from ED, and 20D<sub>1</sub>, 20D<sub>2</sub>, 21J<sub>1</sub>, and 21J<sub>2</sub> were in ECD. BBP on 20N<sub>1</sub> and 20D<sub>1</sub> significantly decreased after treatment with 100 &#x03BC;M ABA (<xref ref-type="fig" rid="F5">Figure 5</xref>), whereas ABA at concentration had almost no effect on the germination rate in ECD (20D<sub>2</sub>, 21J<sub>1</sub> and 21J<sub>2</sub>). This implies that during ED or the ED release phase, ABA at a concentration of 100 &#x03BC;M played a positive role in ED maintenance and was therefore selected for further investigation.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Bud break percentage after abscisic acid (ABA) treatment during endodormancy (ED) to ecodormancy (ECD) during 2020&#x2013;2021 in <italic>Magnolia wufengensis</italic>. Each experiment was performed with three biological replicates. Different letters above bars indicate a significant difference among bud break percentage under different concentration of ABA according to ANOVA and LSD test (<italic>p</italic> &#x003C; 0.05).</p></caption>
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</fig>
</sec>
<sec id="S3.SS9">
<title>Identification and Expression of Abscisic Acid-Related Genes During Dormancy Transition Under Natural Environment</title>
<p>To further study the molecular mechanism of action of ABA on ED release, one <italic>NCED</italic>, three <italic>CYP707A</italic>, two <italic>PYL</italic>, five <italic>PP2C</italic>, one <italic>SNRK2</italic>, and three <italic>ABI</italic> DEGs related to ABA synthesis, metabolism, and signalling were identified using RNA-seq. Among these genes, the expression of <italic>MwNCED-3</italic> was downregulated and showed a low expression before dormancy release, and then increased during dormancy release (<xref ref-type="fig" rid="F6">Figure 6A</xref>). The expression of <italic>MwCYP707A-1-2</italic> declined toward ED release and steadily increased after ED release, which is consistent with the content of ABA, whereas almost no expression of <italic>MwCYP707A-1-1</italic> and <italic>MwCYP707A-2</italic> was observed during the entire dormancy release phase (<xref ref-type="fig" rid="F6">Figure 6B</xref>). Moreover, the expression patterns of genes related to ABA signalling were also determined. The expression levels of <italic>MwPYL-1/3</italic> genes decreased before dormancy release and increased rapidly during dormancy release, and then decreased steadily at ECD. The same expression pattern was observed in <italic>MwPP2C-6</italic>. On the contrary, <italic>MwSNRK2-10</italic> slowly increased before dormancy release, peaked on 20N<sub>2</sub>, decreased rapidly during dormancy release, and increased thereafter at ECD. In addition, <italic>MwPP2C-24</italic> and <italic>MwABI-5</italic> increased before dormancy release and dropped with ECD development (<xref ref-type="fig" rid="F6">Figure 6C</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Relative gene expression levels of differentially expressed genes (DEGs) involved in abscisic acid (ABA) biosynthesis <bold>(A)</bold>, metabolism <bold>(B)</bold>, and signal transduction <bold>(C)</bold> under natural condition during 2020&#x2013;2021 in <italic>Magnolia wufengensis</italic>. Each experiment was performed with three biological replicates. Each bar represents the mean &#x00B1; SEM of three biological replicates.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-12-742504-g006.tif"/>
</fig>
</sec>
<sec id="S3.SS10">
<title>Expression of C-Repeat Binding Factor and Inducer of C-Repeat Binding Factor Expression Genes During Dormancy Transition Under Natural Conditions</title>
<p>To understand the relationship between dormancy transition and cold tolerance in winter, we identified one <italic>CBF1</italic> and two <italic>ICE1</italic> genes in our transcriptome data and measured their expression patterns during the natural ED process in <italic>M. wufengensis</italic>. To confirm their functions on cold resistance, we conducted an experiment under cold acclimation and found that <italic>MwCBF-1</italic> and <italic>MwICE-1-1</italic> were induced under cold stress, indicating that the two genes were associated with cold tolerance (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 6</xref>). Among these genes, the expression of <italic>MwCBF-1</italic> was upregulated to 20N<sub>2</sub> and showed a high expression before dormancy release, and then decreased but still kept a high expression after ED release. The expression of <italic>MwICE-1-1</italic> decreased to N<sub>1</sub> and then increased slowly at ECD. The expression level of <italic>MwICE-1-2</italic> showed a high expression at 20D<sub>2</sub> but maintained a relatively low expression at other phases (<xref ref-type="fig" rid="F7">Figure 7</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>Relative gene expression levels of differentially expressed genes (DEGs) involved in cold resistance under natural condition during 2020&#x2013;2021 in <italic>Magnolia wufengensis</italic>. Each experiment was performed with three biological replicates. Each bar represents the mean &#x00B1; SEM of three biological replicates.</p></caption>
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</fig>
</sec>
<sec id="S3.SS11">
<title>Expression Analysis of Genes Related to Abscisic Acid and Cold Tolerance in Response to Exogenous Abscisic Acid Treatment</title>
<p>The significantly decreased BBP indicated that ABA promoted ED maintenance. To further determine the function of ABA in the maintenance of ED, the responses of buds collected at 20D<sub>1</sub> were compared between mock and ABA treatment group. Genes related to dormancy transition under natural conditions were focussed on (<xref ref-type="fig" rid="F8">Figure 8</xref>). The expression of <italic>MwCBF-1</italic> induced by ABA was considerably upregulated compared to that in the mock treatment and a similar increase was observed in <italic>MwPYL-1</italic> and <italic>MwABI-5</italic>. Fluctuations were observed in the expression of <italic>MwNCED-3</italic> and <italic>MwPYL-3</italic> during the whole treatment time. In addition, a slight decreasing trend can be seen in the expression of the two <italic>PP2C</italic> genes in the previous 21 days, while there was a significant increase in <italic>MwPP2C-6</italic> on the 28th day after treatment which was the opposite to the trend observed for <italic>MwSnRK-2-10</italic>. The expression of <italic>MwCYP707A-1-2</italic> was similar to that of <italic>MwPP2C-6</italic>, showing a high expression at the 7th and 28th days and maintaining a relatively low expression at the 14th and 21st days after ABA treatment.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption><p>Relative gene expression levels of specific differentially expressed genes (DEGs) involved in abscisic acid (ABA) <bold>(A)</bold> and cold resistance <bold>(B)</bold> under ABA treatment during 2020&#x2013;2021 in <italic>Magnolia wufengensis</italic>. Each experiment was performed with three biological replicates. Each bar represents the mean &#x00B1; SEM of three biological replicates.</p></caption>
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</fig>
</sec>
<sec id="S3.SS12">
<title>Expression Analysis of Genes Related to Bud Dormancy in Response to Exogenous Abscisic Acid Treatment</title>
<p>In addition to analysing the expression pattern of ABA and cold-related genes, several genes such as D-type cyclin (<italic>CYCD</italic>), <italic>PKL</italic> and <italic>CALS1</italic> involving in bud dormancy have also been identified. Among the genes, one <italic>CYCD3</italic>, one <italic>PKL</italic> and two <italic>CALS1</italic> genes were differently expressed during dormancy transition. To further study whether a similar model induced by ABA exists in <italic>M. wufengensis</italic>, we measured the expression of the dormancy-related genes under ABA treatment (<xref ref-type="fig" rid="F9">Figure 9</xref>). The expression of <italic>MwCYCD-3</italic> increased in the previous 21 days and was considerably promoted by ABA and a similar trend exists in <italic>MwCALS-1-1</italic> in the first 21 days. In addition, the expression of <italic>MwPKL</italic> was depressed by ABA throughout the treatment time except the 21st day. During dormancy release, the expression <italic>MwCYCD3</italic> and <italic>MwCALS-1-1/2</italic> were promoted by ABA, but <italic>MwPKL</italic> expression was depressed by ABA.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption><p>Relative gene expression levels of specific differentially expressed genes (DEGs) involved in bud dormancy under ABA treatment during 2020&#x2013;2021 in <italic>Magnolia wufengensis</italic>. Each experiment was performed with three biological replicates. Each bar represents the mean &#x00B1; SEM of three biological replicates.</p></caption>
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</fig>
</sec>
</sec>
<sec sec-type="discussion" id="S4">
<title>Discussion</title>
<sec id="S4.SS1">
<title>Chilling Requirement and Environmental Factors Affected Bud Dormancy</title>
<p>The 0&#x2013;7.2&#x00B0;C and Utah models are widely used to assess CRs in perennial trees (<xref ref-type="bibr" rid="B76">Yang et al., 2021</xref>). As shown in <xref ref-type="fig" rid="F1">Figure 1B</xref>, temperature steadily dropped to 7.2&#x00B0;C relatively late, so no CUs were accumulated before 20N<sub>1</sub> under the 0&#x2013;7.2&#x00B0;C model. The Utah model is often used for cold regions such as north China, as it takes into consideration the accumulation effect of different temperatures (<xref ref-type="bibr" rid="B18">Erez et al., 1990</xref>). Our results were thus consistent with those of previous studies. Based on the Utah model, <italic>M. wufengensis</italic> underwent lesser CR to break dormancy than <italic>M. denudata</italic>. In addition, we found that the lower the temperature, the higher the BBP. Based on our results, the buds accumulated enough CUs to break ED before 20D<sub>1</sub>.</p>
</sec>
<sec id="S4.SS2">
<title>Transcriptome Data Revealed Phytohormones Involved in Bud Dormancy Release</title>
<p>Bud dormancy is associated with phytohormones in many species (<xref ref-type="bibr" rid="B12">Cooke et al., 2012</xref>). GA and ABA regulate dormancy induction and release (<xref ref-type="bibr" rid="B82">Yue et al., 2018</xref>; <xref ref-type="bibr" rid="B78">Yang et al., 2019</xref>). In general, ABA levels increase with the establishment of dormancy (PD to ED) and decrease during dormancy release (ED to ECD) while GA<sub>3</sub> exhibits opposite trends during dormancy transition. For example, in wintersweet, the content of ABA increases with the chilling accumulation from PD to ED and then decreases after dormancy release, and that of GA<sub>3</sub> decreases with the length of dormancy (<xref ref-type="bibr" rid="B39">Li et al., 2020</xref>). Similar results have been observed in many other perennial species such as pear (<italic>P. pyrifolia</italic>) (<xref ref-type="bibr" rid="B64">Tuan et al., 2017</xref>; <xref ref-type="bibr" rid="B30">Ito et al., 2021</xref>), peach (<italic>Prunus persica</italic>) (<xref ref-type="bibr" rid="B70">Wang et al., 2016</xref>), grape (<italic>V. vinifera</italic>) (<xref ref-type="bibr" rid="B88">Zheng et al., 2015</xref>), and leafy spurge (<italic>Euphorbia esula</italic>) (<xref ref-type="bibr" rid="B7">Chao et al., 2017</xref>). In addition, besides changes of GAs content, we also found that the content of GA<sub>3</sub> was higher than the other two GAs, indicating an important role GA<sub>3</sub> plays in dormancy transition of <italic>M. wufengensis</italic>.</p>
<p>Many DEGs were significantly annotated to hormones during dormancy transition based on KEGG annotation. Therefore, the effect of hormones on dormancy was focussed on. In <italic>M. wufengensis</italic>, the ABA content decreased during dormancy release but increased rapidly from 20D<sub>2</sub> and 21J<sub>2</sub>, and GA<sub>3</sub> content steadily increased after dormancy release, similar those observed in other species, which suggests a relationship between content of ABA and GA<sub>3</sub> and the depth of ED. Based on our records, the average temperature during this stage was &#x2013;4.4&#x00B0;C. Therefore, we hypothesised that a protective strategy to cope with low temperatures may exist in <italic>M. wufengensis</italic>. In addition, a homeostatic network of various hormones is thought to be at the centre of dormancy transition (<xref ref-type="bibr" rid="B57">Shu et al., 2013</xref>; <xref ref-type="bibr" rid="B83">Zhang et al., 2018</xref>). In <italic>C. praecox</italic>, the ratio of ABA/GA<sub>3</sub> increases with dormancy breaking (induced by chilling) and decreases during dormancy release in <italic>P. mume</italic> (<xref ref-type="bibr" rid="B73">Wen et al., 2016</xref>; <xref ref-type="bibr" rid="B39">Li et al., 2020</xref>). Thus, these results are consistent with those of other studies.</p>
<p>Studies of exogenous hormone application have shown that exogenous ABA application can effectively promote dormancy establishment and maintain ED (<xref ref-type="bibr" rid="B88">Zheng et al., 2015</xref>; <xref ref-type="bibr" rid="B38">Li and Dami, 2016</xref>). Based on previous studies, inhibitory effect of exogenous ABA does not always work all the time and depends on status of buds. In pear (<italic>Pyrus fauriei</italic>), ABA inhibitory effect on bud break could be affected by chilling accumulation (<xref ref-type="bibr" rid="B63">Tamura et al., 2002</xref>) and in grape (<italic>V. vinifera</italic>), ABA application to buds which are released from dormancy did not reduce BBP (<xref ref-type="bibr" rid="B88">Zheng et al., 2015</xref>). Similar results were found in the present study as 100 &#x03BC;M ABA delayed dormancy release before ECD, whereas 200 and 300 &#x03BC;M ABA could not effectively inhibit BBP. On the one hand, inhibition was not dependent on concentration, which is not consistent with the results observed in grape whose BBP is more efficiently inhibited by high concentration of ABA (<xref ref-type="bibr" rid="B88">Zheng et al., 2015</xref>). On the other hand, high concentration of ABA could not suppress bud break in <italic>M. wufengensis</italic> during dormancy release, which is different from results in pear whose BBP with 100, 200, and 300 &#x03BC;M ABA was similar (<xref ref-type="bibr" rid="B36">Li et al., 2018</xref>). Compared to 100 &#x03BC;M whose concentration is relatively low, we infer that 200 or 300 &#x03BC;M ABA may damage and then stimulus the defence system of buds in <italic>M. wufengensis</italic>, so higher concentration of ABA treatment has not depressed bud break percentage. These results suggest that a non-ABA-regulated controlling mechanism of dormancy may exist in <italic>M. wufengensis</italic>, and the mechanism needs further study. However, as our experiment was conducted in a climate chamber after buds were cut from trees, whether similar results can be observed in field experiments remains to be investigated.</p>
<p>In addition to physiological data about hormones, we further analysed the data at the molecular level. The content of ABA in plants is not dominated by a single factor but by a balance of biosynthesis and metabolism, and function through various signalling pathways. Therefore, we further analysed the changes in ABA content during dormancy by evaluating ABA biosynthesis, metabolism, and signalling. <italic>NCED</italic> and <italic>CYP707A</italic> are two of the main genes involved in ABA biosynthesis and metabolism, respectively. Overexpression of NCED promotes seed dormancy and delays germination in tobacco (<italic>Nicotiana plumbaginifolia</italic>) (<xref ref-type="bibr" rid="B48">Qin and Zeevaart, 2002</xref>). <xref ref-type="bibr" rid="B36">Li et al. (2018)</xref> found that <italic>PpNCED-2</italic> and <italic>PpNCED-3</italic> are highly expressed during ED and decrease rapidly during dormancy release. In this transcriptome data, we identified one <italic>NCED</italic> DEG and named the gene <italic>MwNCED-3</italic>. The expression pattern was similar to <italic>PpNCED-3</italic> and consistent with the decrease in ABA content during ED released.</p>
<p>Furthermore, <italic>CYP707A</italic> is known to be highly expressed during dormancy release in peach and pear (<xref ref-type="bibr" rid="B70">Wang et al., 2016</xref>; <xref ref-type="bibr" rid="B64">Tuan et al., 2017</xref>). Recent studies have shown that <italic>CYP707A</italic> is involved in dormancy release regulation. In potato, ABA content changes are correlated with <italic>NCED</italic> and <italic>CYP707A</italic> gene families and associated with dormancy release in tubers (<xref ref-type="bibr" rid="B15">Destefano-Beltr&#x00E1;n et al., 2006</xref>). In the present study, the expression of <italic>MwCYP707A-1-2</italic> was downregulated during dormancy release and immediately upregulated during ECD (<xref ref-type="fig" rid="F6">Figure 6B</xref>). This result is not consistent with those of the abovementioned research in peach or pear. Based on these results, we infer that <italic>MwCYP707A-1-2</italic> may be a key gene involved in ED release, and the role of <italic>MwCYP707A-1-2</italic> in bud dormancy of <italic>M. wufengensis</italic> needs to be further studied.</p>
<p>ABA signal transduction is also involved in dormancy regulation and bud dormancy. In pear, <xref ref-type="bibr" rid="B5">Bai et al. (2013)</xref> found that <italic>PpPP2Cs</italic> were upregulated while <italic>PpSNRK2s</italic> were downregulated after dormancy release. Similar results were observed by <xref ref-type="bibr" rid="B36">Li et al. (2018)</xref> who found the expression of <italic>PpPYLs</italic>, <italic>PpSNRK2s</italic>, and <italic>PpABIs</italic> to be upregulated from PD to ED, but the expression of <italic>PpPP2Cs</italic> was low during ED and increased with the decrease of ABA content during dormancy release. The expression of <italic>VvPP2Cs</italic> higher at PD than at ED (<xref ref-type="bibr" rid="B64">Tuan et al., 2017</xref>). From our results, genes associated with ABA signalling showed different expression patterns during dormancy transition. <italic>MwPP2C-6/8/51</italic>, <italic>MwPYL-1/3</italic>, and <italic>MwSNRK2-10</italic> showed a relatively high expression in ED and ED release, while the expression of <italic>MwPP2C-16/24</italic> and <italic>MwABI-5/2-2</italic> in ECD was higher than that in ED. However, the consistency between the trends of their expression and dormancy transition was not significant and their functions need to be further studied.</p>
<p>In addition, ABA could not only influence the expression of ABA-related genes, but also involve in regulation of many dormancy-related genes. In the present study, these dormancy-related genes such as <italic>CYCD</italic>, <italic>PKL</italic> and <italic>CALS1</italic> were differentially affected by ABA: <italic>MwCYCD-3</italic> and <italic>MwCALS-1-1/2</italic> were promoted by ABA and <italic>MwPKL</italic> was depressed by ABA which indicated that a similar ABA-centred model of <italic>H. Aspen</italic> exists in dormancy release <italic>M. wufengensis</italic>. In addition, functions of the dormancy-related genes need to be further study.</p>
</sec>
<sec id="S4.SS3">
<title>Cold Tolerance and Bud Dormancy in Winter</title>
<p>Bud dormancy, an important biological process for plants to survive the winter, is strongly related to cold hardiness enhancement in winter. <xref ref-type="bibr" rid="B35">Li et al. (2003)</xref> found that cold tolerance is enhanced before dormancy development in silver birch (<italic>B. pendula</italic>). In the winter, perennial plants tend to enhance cold tolerance through natural cold acclimation to survive under long-term cold conditions (<xref ref-type="bibr" rid="B66">Uemura et al., 1995</xref>; <xref ref-type="bibr" rid="B33">Lee and Thomashow, 2012</xref>). The CBF-dependent signalling pathway is an important cold signalling pathway in plants. CBFs/DREBs bind to cis-elements of cold resistance genes and activate their expression, thus improving cold resistance in plants (<xref ref-type="bibr" rid="B47">Park et al., 2015</xref>; <xref ref-type="bibr" rid="B16">Ding et al., 2020</xref>). ICE1, a positive regulator of cold response, can activate the expression of CBF (<xref ref-type="bibr" rid="B8">Chinnusamy, 2003</xref>; <xref ref-type="bibr" rid="B32">Lee et al., 2005</xref>). <italic>DAM/SVP</italic> can regulate the bud dormancy cycle in perennial trees (<xref ref-type="bibr" rid="B20">Falavigna et al., 2019</xref>). Recently, the relationship between CBF and DAM co-regulating dormancy has been widely studied in many species (<xref ref-type="bibr" rid="B76">Yang et al., 2021</xref>). In <italic>P. mume</italic>, <italic>PmDAM6</italic> and <italic>PmCBFs</italic> mainly respond to chilling temperature (below 20&#x00B0;C) and freezing cold (0&#x00B0;C), respectively. Additionally, eight <italic>PmCBFs</italic> were upregulated under the stimulus of a cold signal, which then induced the expression of all six <italic>DAM</italic> genes during dormancy development (<xref ref-type="bibr" rid="B83">Zhang et al., 2018</xref>; <xref ref-type="bibr" rid="B85">Zhao et al., 2018a</xref>). In the <italic>Populus</italic> hybrid, <italic>PtCBF1</italic> and <italic>PtDAM1</italic> induction was found to be related to ED development (<xref ref-type="bibr" rid="B6">Boldizs&#x00E1;r et al., 2021</xref>). In pear, <xref ref-type="bibr" rid="B45">Niu et al. (2015)</xref> found that <italic>PpCBF</italic> can induce the expression of <italic>PpDAM</italic> and <italic>PpDAM</italic> and subsequently inhibit <italic>PpFT</italic>, which then stimulates growth cessation and promote dormancy maintenance. In the present study, we identified one DREB1B/CBF1 gene (TRINITY_DN8378_c0_g1) and two <italic>ICE1</italic> genes (TRINITY_DN20323_c1_g1 and TRINITY_DN20323_c0_g2). <italic>MwCBF-1</italic> was highly expressed during overwintering, so we suspected that <italic>MwCBF-1</italic> was a positive regulator for cold resistance in <italic>M. wufengensis</italic>. Before dormancy release, <italic>MwCBF-1</italic> achieved a peak at 20N<sub>2</sub>, while the temperature was still above 0&#x00B0;C (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 7</xref>). In the coldest two months, which included D<sub>1</sub>, D<sub>2</sub>, J<sub>1</sub>, and J<sub>2</sub>, <italic>MwCBF-1</italic> decreased but maintained a high expression to cope with cold stress when dormancy was released (<xref ref-type="fig" rid="F8">Figure 8</xref>). Furthermore, the expression of <italic>MwCBF-1</italic> can be efficiently induced by exogenous ABA application. We suspected that <italic>M. wufengensis</italic> can efficiently enhance cold resistance during the dormancy release phase to survive the winter, so it is important to maintain ED and extend the time of the dormancy release phase. Above all, a hypothesis of molecular model for ABA and its biosynthesis, metabolism and signalling pathway; cold tolerance and acclimation; and dormancy during overwintering was proposed (<xref ref-type="fig" rid="F10">Figure 10</xref>). In addition, the role that ECD plays in cold tolerance enhancement during overwintering needs to be further study.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption><p>A hypothesis of molecular regulation model between bud dormancy and cold acclimation during winter in <italic>Magnolia wufengensis</italic>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-12-742504-g010.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="S5">
<title>Conclusion</title>
<p>Overall, this study provides fundamental insights into the bud dormancy cycle and CR in two Magnoliaceae plants and we hypothesised that <italic>M. wufengensis</italic> and <italic>M. denudata</italic> are both sensitive to low temperature and short day based on meteorological data. The content of ABA and GA<sub>3</sub>, and the ABA/GA<sub>3</sub> ratio significantly changed during dormancy release and ECD. A <italic>M. wufengensis</italic> dataset containing 187,406 unigenes was constructed to observe the dynamic changes in gene expression under different dormancy phases using RNA-seq. Comparison with ED led to the identification of 16,240 and 43,993 DEGs during ED release (19D<sub>1</sub>) and ECD (19D<sub>2</sub>), respectively. Among the DEGs, many key genes and metabolic pathways, especially those of plant hormones, were identified using KEGG and GO analyses. Based on heatmap analysis of plant hormone transduction, we found that auxin- and ABA-related genes showed high expression in ED. Thus, auxin and ABA may regulate dormancy transition in <italic>M. wufengensis</italic>. Application of 100 &#x03BC;M of exogenous ABA before dormancy release could effectively maintain dormancy. Seventeen DEGs involved in ABA biosynthesis, metabolism, and signal transduction were identified based on RNA-seq data. We conducted qPCR on the 17 ABA-related DEGs and found that <italic>MwCYP707A-1-2</italic> may be involved in dormancy regulation. Besides, <italic>MwCBF-1</italic> was highly expressed during dormancy release, suggesting a relationship between cold tolerance and bud dormancy. Thus, our findings shed light on the mechanism underlying dormancy release and further our understanding of overwintering from bud dormancy in <italic>M. wufengensis</italic>.</p>
</sec>
<sec sec-type="data-availability" id="S6">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are publicly available. This data can be found here: National Center for Biotechnology Information (NCBI) BioProject database under accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJNA695868">PRJNA695868</ext-link> (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/bioproject/PRJNA695868">https://www.ncbi.nlm.nih.gov/bioproject/PRJNA695868</ext-link>).</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>KW performed most of the experiment, analysed the data, and drafted the manuscript. KW and XD designed the experiment, did the bioinformatics analysis, and contributed to the writing of this article. ZZ and ZS provided the experimental materials and participated in data analysis. YZ involved in conducting experiments. HL analysed the data. ZJ and LM initiated and supervised the study. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="S8">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="S9">
<title>Funding</title>
<p>This research was supported by lateral research of Beijing Forestry University (662004284).</p>
</sec>
<ack>
<p>We are grateful to Forestry Bureau of Wufeng County and Boling Technology for providing materials.</p>
</ack>
<sec id="S10" sec-type="supplementary material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2021.742504/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2021.742504/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.pdf" id="FS1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_1.xlsx" id="TS1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_2.xls" id="TS2" mimetype="application/vnd.ms-excel" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_3.xlsx" id="TS3" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_4.xls" id="TS4" mimetype="application/vnd.ms-excel" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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