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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">843269</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2022.843269</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Comprehensive Transcriptome Analysis of Stem-Differentiating Xylem Upon Compression Stress in Cunninghamia Lanceolata</article-title>
<alt-title alt-title-type="left-running-head">Zhang et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Transcriptome-Wide Profile of Compression Wood in Chinese Fir</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Zekun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1612318/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Huiyuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1305764/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Ji</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jin</surname>
<given-names>Yandong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xiao</surname>
<given-names>Shengwu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Tao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Xuqinq</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1328623/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Hangxiao</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Zeyu</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Su</surname>
<given-names>Jun</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/844886/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Jingzao</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Xiaoyan</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gao</surname>
<given-names>Yubang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ma</surname>
<given-names>Xiangqing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gu</surname>
<given-names>Lianfeng</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/446386/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Forestry</institution>, <institution>Fujian Agriculture and Forestry University</institution>, <addr-line>Fuzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>College of Forestry</institution>, <institution>Basic Forestry and Proteomics Research Center</institution>, <institution>Fujian Agriculture and Forestry University</institution>, <addr-line>Fuzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Taining State-owned Forest Farm</institution>, <addr-line>Taining</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Sanming Forestry Bureau</institution>, <addr-line>Sanming</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/123285/overview">Haifeng Wang</ext-link>, Guangxi University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/514678/overview">Tao Ma</ext-link>, Sichuan University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1421633/overview">Xuan Ma</ext-link>, Tianjin Normal University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Xiangqing Ma, <email>lxymxq@126.com</email>; Yubang Gao, <email>yubanggaofafu@gmail.com</email>; Lianfeng Gu, <email>lfgu@fafu.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to RNA, a section of the journal Frontiers in Genetics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>843269</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Zhang, Wang, Wu, Jin, Xiao, Li, Liu, Zhang, Zhang, Su, Liu, Wang, Gao, Ma and Gu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Zhang, Wang, Wu, Jin, Xiao, Li, Liu, Zhang, Zhang, Su, Liu, Wang, Gao, Ma and Gu</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Compression wood (CW) in gymnosperm brings great difficulties to wood industry using wood as raw materials since CW presents special wood structure and have different physical and chemical properties from those of normal wood (NW). Chinese fir (<italic>Cunninghamia lanceolata</italic>) is widely distributed in China. However, global transcriptome profiling of coding and long non-coding RNA in response to compression stress has not been reported in the gymnosperm species. In this study, we revealed that CW in Chinese fir exhibited distinct morphology and cytology properties compared with those of NW, including high lignin content, thick and round tracheid cells. Furthermore, we combined both PacBio long-read SMRT sequencing (Iso-Seq) and Illumina short-read RNA-Seq to reveal the transcriptome in stem-differentiating xylem (SDX) under different time points (2, 26, and 74&#xa0;h) upon compression stress in NW, CW, and OW (opposite wood), respectively. Iso-Seq was successfully assembled into 41,253&#x20;<italic>de-novo</italic> full-length transcriptome reference (average length 2,245 bp). Moreover, there were striking differences in expression upon compression stress, which were involved 13 and 7 key enzyme genes in the lignin and cellulose synthesis, respectively. Especially, we revealed 11 secondary growth-related transcription factors show differential expression under compression stress, which was further validated by qRT-PCR. Finally, the correlation between 6,533 differentially expressed coding genes and 372 differentially expressed long non-coding RNAs (lncRNAs) indicates that these lncRNAs may affect cell wall biogenesis and xyloglucan metabolism. In conclusion, our results provided comprehensive cytology properties and full-length transcriptome profiling of wood species upon compression stress. Especially we explored candidate genes, including both coding and long non-coding genes, and provided a theoretical basis for further research on the formation mechanism of CW in gymnosperm Chinese&#x20;fir.</p>
</abstract>
<kwd-group>
<kwd>compression wood</kwd>
<kwd>Chinese fir (Cunninghamia lanceolata (C.L.)</kwd>
<kwd>PacBio Iso-seq</kwd>
<kwd>LncRNA - long noncoding RNA</kwd>
<kwd>lignin biosynthesis</kwd>
<kwd>cellulose biosynthesis</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Wood plays a very important role in human society. The wooden logs can be processed into plates and sticks, which are used in the manufacture of various furniture and buildings (<xref ref-type="bibr" rid="B55">Ramage et&#x20;al., 2017</xref>). At the same time, the high cellulose content of wood makes it an essential source of raw materials for papermaking and biofuels production (<xref ref-type="bibr" rid="B54">Ragauskas et&#x20;al., 2006</xref>). In natural state, trees develop a special woody tissue due to gravity stimulation or mechanical stress such as strong wind, heavy snow, unstable soil, <italic>etc</italic>. (<xref ref-type="bibr" rid="B19">Du and Yamamoto, 2007</xref>). The cross-section of the trunk shows a kind of eccentricity, and one side of the concentric circle is wider (<xref ref-type="bibr" rid="B58">Ruelle, 2014</xref>). This special wood structure is called reaction wood (RW) (<xref ref-type="bibr" rid="B15">Dadswell and Wardrop, 1949</xref>), which can correct the growth of slanted branches and stems (<xref ref-type="bibr" rid="B62">Sinnott, 1952</xref>; <xref ref-type="bibr" rid="B75">Wilson and Archer, 1977</xref>).</p>
<p>The RW in angiosperms is called Tension Wood (TW) (<xref ref-type="bibr" rid="B15">Dadswell and Wardrop, 1949</xref>), which is formed in the area of the trunk under tension stress (the upper side of the inclined stem) (<xref ref-type="bibr" rid="B61">Scurfield, 1973</xref>). Although TW usually has vessels with smaller pore diameters, it has higher cellulose content and lower hemicellulose and lignin content (<xref ref-type="bibr" rid="B14">Dadswell and Wardrop, 1955</xref>). TW fiber forms an inner gelatinous cell wall layer (G-layer) which is composed of highly crystalline cellulose (<xref ref-type="bibr" rid="B25">Furuya et&#x20;al., 1970</xref>). However, not all angiosperms have the G-layer (<xref ref-type="bibr" rid="B45">Okuyama et&#x20;al., 1994</xref>; <xref ref-type="bibr" rid="B11">Clair et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B63">Sultana et&#x20;al., 2010</xref>). Plant cell walls are composed of the middle lamella, primary cell wall, and secondary cell wall (<xref ref-type="bibr" rid="B16">Dey and Brinson, 1984</xref>). The secondary cell wall is usually divided into 3 layers due to different microfibril angle (MFA) (<xref ref-type="bibr" rid="B4">Bidlack, 1992</xref>). The S2 layer of TW cell wall has a very low MFA (<xref ref-type="bibr" rid="B18">Donaldson, 2008</xref>).</p>
<p>In model species poplars, researchers have carried out a lot of studies on the RW formation through transcriptome sequencing (<xref ref-type="bibr" rid="B80">Yeh et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B72">Wang et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B42">Martin et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B9">Chen et&#x20;al., 2015a</xref>; <xref ref-type="bibr" rid="B10">Chen et&#x20;al., 2015b</xref>; <xref ref-type="bibr" rid="B31">Kerwin, 2021</xref>; <xref ref-type="bibr" rid="B56">Ren et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B83">Yu et&#x20;al., 2021</xref>). C2H2 transcription factor (TF) (PtaZFP2) negatively regulates the molecular response of poplar and is critical in the process of plants adapting to mechanical stimuli (<xref ref-type="bibr" rid="B42">Martin et&#x20;al., 2014</xref>). In addition to C2H2, 2&#xa0;TFs (HSFB3-1 and MYB092) in the stems of <italic>Populus tomentosa</italic> were significantly induced in TW and have five common directly targeted genes (<xref ref-type="bibr" rid="B37">Liu et&#x20;al., 2021</xref>). A significantly induced TF (PtrLBD39) from curved poplar trees was revealed from stem xylem based on transcriptome sequencing. Transcriptomic analysis of CRISPR-based <italic>PtrLBD39/22</italic> double mutant revealed that PtrLBD39 indirectly regulates 10 cell wall component genes in TW responsive (<xref ref-type="bibr" rid="B83">Yu et&#x20;al., 2021</xref>). Potential regulatory role during the forming of RW in mature xylem tissues of <italic>Populus tomentosa</italic> is revealed by constructing transcriptome-level regulatory relationship between lncRNAs, miRNAs, and mRNAs in NW, TW, and OW (opposite wood), respectively (<xref ref-type="bibr" rid="B52">Qiu et&#x20;al., 2015</xref>).</p>
<p>The RW in gymnosperms is formed on the underside of the inclined stem (<xref ref-type="bibr" rid="B61">Scurfield, 1973</xref>). This special wood structure is called Compression Wood (CW) (<xref ref-type="bibr" rid="B15">Dadswell and Wardrop, 1949</xref>). The cell wall of CW tracheid cells is thicker and round in shape (<xref ref-type="bibr" rid="B82">Yoshizawa and Idei, 1987</xref>). The content of lignin in CW is increased, and the MFA in the S2 layer is higher (<xref ref-type="bibr" rid="B73">Westing, 1965</xref>; <xref ref-type="bibr" rid="B66">Timell, 1982</xref>; <xref ref-type="bibr" rid="B17">Donaldson and Singh, 2013</xref>). Chinese fir (<italic>Cunninghamia lanceolata</italic>) is an important artificial timber forest species in China, and its area and stock volume account for the highest proportion of artificial forests (<xref ref-type="bibr" rid="B20">Duan et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B8">Chen et&#x20;al., 2020</xref>). Thus, Chinese fir forests occupy an extremely important position in the sustainable development of China&#x2019;s forestry.</p>
<p>With the development of sequencing technology, the sRNA library of Chinese fir from leaves, stems, seeds, seedlings, and calli was sequenced using Illumina Next Generation Sequencing (NGS) to identify a broad set of sRNAs, including miRNAs, rasiRNAs, and tasiRNAs (<xref ref-type="bibr" rid="B68">Wan et&#x20;al., 2012</xref>). Small RNA sequencing of vascular cambium reveals the expression changes of miRNA156 and miRNA172 from dormancy to active growth (<xref ref-type="bibr" rid="B52">Qiu et&#x20;al., 2015</xref>). In addition to miRNA, mRNA degradation played a key post-transcriptional regulation during the release of primary dormancy of Chinese fir seed (<xref ref-type="bibr" rid="B7">Cao et&#x20;al., 2016</xref>). Currently, the research of Chinese fir non-coding RNA mainly focuses on the small RNA, and the research on the long non-coding RNA has not been carried out&#x20;yet.</p>
<p>RW brings great difficulties to the standardized production of the wood industry due to unevenly distributed density of wood material (<xref ref-type="bibr" rid="B46">Ormarssonand et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B76">Wimmer and Johansson, 2014</xref>). The goal of these industries is to obtain high-purity cellulose (<xref ref-type="bibr" rid="B60">Santos et&#x20;al., 2013</xref>). However, the high lignin content of the CW in gymnosperms has brought great trouble to remove it in pulp processing and biofuel production (<xref ref-type="bibr" rid="B44">Obst, 1990</xref>; <xref ref-type="bibr" rid="B27">Himmel et&#x20;al., 2007</xref>). Thus, the studies on the regulation of CW formation at the molecular level are critical in Chinese fir. The process of Chinese fir producing CW provides an excellent model for us to study the secondary growth of Chinese fir (<xref ref-type="bibr" rid="B49">Pilate et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B23">Foston et&#x20;al., 2011</xref>). However, the studies of Chinese fir based on sequencing technology have not been widely carried out due to the lack of genomic reference sequence so far. In this study, we combined both long-read SMRT sequencing (Iso-Seq) and short-read RNA-Seq to reveal the transcriptome in stem-differentiating xylem (SDX) of Chinese fir under different time points (2, 26, and 74&#xa0;h) upon early compression stress in NW, CW, and OW, respectively. Firstly, we revealed the cytology characteristics changes in response to compression stress in Chinese fir. Especially, we revealed transcriptome profile for lignin, cellulose biosynthesis-related genes, and TFs of SDX in response to compression stress. Finally, we found that lncRNAs have potential regulatory functions in this process. Both the transcript profiles and the regulatory network of lncRNA in this study provided many candidate genes for further revealing the formation of CW in Chinese fir. Our research not only provides a foundation for further research on the molecular mechanisms for formation of CW, but also provides new clues to improve wood quality in angiosperms by genetic manipulation.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Plant Material</title>
<p>Chinese fir was grown in the greenhouse of Fujian Agriculture and Forestry University. The growth condition was maintained at &#x223c;25&#xb0;C with 16&#xa0;h light/8&#xa0;h dark photoperiod. We selected Chinese fir with relatively uniform height (1.2&#x2013;1.3&#xa0;m) as experimental material. The NW group without bending treatment was used as control (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). We also performed artificial bending treatment following previous method (<xref ref-type="bibr" rid="B47">Paux et&#x20;al., 2005</xref>) to induce the generation of CW in Chinese fir. The angle between the 0.5&#x2013;0.7&#xa0;m height of the trunk and the vertical direction is 45&#xb0; (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). At 10:00 AM on 21 October 2020, SDX tissue samples without bending treatment were collected as NW. The bending treatment of all groups started at 8:00 AM on 22 October 2020. The collection time for 2, 26, and 74&#xa0;h treatment groups is 10:00 AM on October 22, 23, and 25, respectively (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Flow chart of experimental design under artificial bending and Bioinformatic workflow. The bending treatment time point and the material collection time point are 0, 2, 26, and 74&#xa0;h, respectively.</p>
</caption>
<graphic xlink:href="fgene-13-843269-g001.tif"/>
</fig>
<p>After the bending treatment, the SDX samples were collected immediately. About 20&#xa0;cm of the trunk at the bent part of the plant was cut. Then we peeled off the bark and scraped the SDX on the upper (the side far from the ground, marked as OW) and lower sides (the side near the ground, marked as CW) of the bent stem. The materials of NW were collected at the equivalent position. All the samples were immersed in liquid nitrogen, and stored at &#x2212;80&#xb0;C until RNA isolation.</p>
</sec>
<sec id="s2-2">
<title>Anatomy Observation of <italic>Cunninghamia lanceolata</italic>
</title>
<p>We collected wood stems from Chinese fir plants that grow straight and lean, respectively. The bark was peeled off, and then the stems were cut into 0.8&#x2013;1&#xa0;cm. One-half number of the small fresh stems were cut into 100-micron slices using Leica rotary microtome. The 100-micron slices were dehydrated using alcohol and tert-butanol. Then the water-removed slices were used for scanning electron microscope observation. At the same time, the other small stems were dehydrated and transparentized using alcohol and tert-butanol, and then embedded using paraffin wax. The tissue wax block was cut into 12-micron paraffin slices using Leica rotary microtome. The paraffin slices were dewaxed by xylene and stained using safranin O and fast green. Then the slices were used for upright microscope observation.</p>
</sec>
<sec id="s2-3">
<title>Ribonucleic Acid Extraction and Quality Evaluation</title>
<p>The SDX tissue materials were grinded and crushed using the motorized tissue grinders. We extracted the total RNA by using the RNAprep Pure Plant Kit (Polysaccharides &#x26; Polyphenolics-rich) (Tiangen, Beijing, China) according to manual. Residual DNA was removed using RNase-free dnase I (Tiangen, Beijing, China). The quantity and purity of RNA samples were evaluated using the NanoDrop 2000 spectrophotometer to meet the requirements of library construction (1.8 &#x3c; OD260/280 &#x3c; 2.2). The RNA integrity and precise concentration were detected (using Agilent 2,100 RNA 6000 Nano kit) in Agilent 2,100 Bioanalyzer System. RNA samples with RNA Integrity Number (RIN) &#x2265; 7.5, RNA concentration &#x2265;300&#xa0;ng/&#x3bc;L, and total RNA amount &#x2265;2&#xa0;&#x3bc;g were used in the downstream experiment. In total, 14 RNAs from 7 experimental groups (NW, 2hCW, 2hOW, 26hCW, 26hOW, 74hCW, and 74hOW) with two biological repeats were extracted for RNA sequencing and qPCR validation.</p>
</sec>
<sec id="s2-4">
<title>Construction of PacBio Iso-Seq Libraries and Sequencing</title>
<p>In total, 14 PacBio Iso-Seq libraries were constructed using the SMARTer PCR cDNA Synthesis Kit (Clontech, &#x23;634925). Total RNA samples were reverse-transcribed into first-strand cDNA. The distribution characteristics of amplified products were confirmed by electrophoresis and Agilent 2,100. The cycle number of PCR amplification of cDNA was determined by the pre-amplification to obtain a sufficient amount of cDNA. The purified PCR amplicons were used to construct the SMRT sequencing library using the Template Prep Kit (PacBio, &#x23;100&#x2013;259&#x2013;100). The sequencing library was purified with PB beads and quantified using Qubit, for which quality control was performed using Agilent 2,100. In brief, 14 libraries with 1&#x2013;10&#xa0;kb insert sizes were constructed and sequenced by PacBio Sequel&#x20;II.</p>
</sec>
<sec id="s2-5">
<title>Construction of Illumina Libraries and Sequencing</title>
<p>In this study, 14 libraries were also constructed for second-generation transcriptome sequencing. SDX mRNA was enriched by Oligo (dT)25 magnetic beads. In first-strand synthesis reaction buffer, with elevated temperature, the rRNA-depleted RNA fragments are cut into smaller fragments using divalent cations. By using random primer and reverse transcriptase, the first-strand cDNA was synthesized. By using buffer, dNTPs (containing dUTP instead of dTTP), RNaseH, and DNA polymerase&#x2160;, the double-strand cDNA was synthesized. Then, double-strand cDNA was purified. Next, the purified double-stranded cDNA was performed terminal repair, poly-A tail addition, sequencing adapter connection, and the fragment size selection. The sequencing library was obtained by PCR enrichment. The sequencing library was initially quantified using Qubit, and the effective concentration was accurately quantified by qPCR. In total, 14&#x20;strand-specific cDNA libraries were constructed for Paired-End RNA Sequencing with reads length of 150&#xa0;nt.</p>
</sec>
<sec id="s2-6">
<title>Full-Length Reference Transcriptome</title>
<p>We used SMRT Link 9.0&#x20;command-line tool isoseq3 program (version 3.3.0) to process subreads (<ext-link ext-link-type="uri" xlink:href="https://github.com/PacificBiosciences/IsoSeq">https://github.com/PacificBiosciences/IsoSeq</ext-link>). First, we used the ccs module (using the polish parameter) of the isoseq3 program to generate the circular consensus sequencing (CCS read). Next, we used the lima module of the isoseq3 program to remove the primers of the CCS sequence. We used the refine module to trim poly-A tails and remove concatemer sequences. After this step, we obtained full-length non-concatemer reads (FLNC reads). Finally, we used the cluster module to cluster the FLNC sequences and obtain the redundant isoforms sequence. After the combination of the FASTA files from above 14 processed Iso-Seq libraries, CD-HIT-EST software (<xref ref-type="bibr" rid="B29">Huang et&#x20;al., 2010</xref>) was used to remove redundant sequences using following parameter: -c 0.99 -M 0&#x20;-T 0&#x20;-G 0&#x20;-aL 0.90 -AL 100&#x20;-aS 0.99 -AS 30. To improve the quality of isoforms sequences (removed&#x20;redundant), we used Illumina reads to correct isoforms sequences by LoRDEC software (<xref ref-type="bibr" rid="B59">Salmela and Rivals, 2014</xref>) using following parameter: -t 5&#x20;-b 200&#x20;-e 0.4 -T 40&#x20;-k 21&#x20;-s 3. Finally, we again used CD-HIT-EST software (-c 0.95 -M 0&#x20;-T 0) to&#x20;cluster isoforms sequences after error correction for redundancy&#x20;removal. In brief, we obtained non-redundant, non-chimeric, full-length unigenes, which makes subsequent analyses more accurate. The flowchart for the bioinformatics analysis is shown in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>.</p>
</sec>
<sec id="s2-7">
<title>Functional Annotation for Unigenes</title>
<p>For exhaustive annotation of above full-length unigenes, we used BLAST software (version 2.5.0) (<xref ref-type="bibr" rid="B1">Altschul et&#x20;al., 1997</xref>) to search against NR (NCBI Non-redundant Protein Sequence) (<xref ref-type="bibr" rid="B74">Wheeler et&#x20;al., 2007</xref>), NT (Nucleotide Sequence database), and Swiss-Prot (<xref ref-type="bibr" rid="B2">Apweiler et&#x20;al., 2004</xref>), respectively. The NT, NR, and Swiss-Prot annotations correspond to unigenes using blastn, blastx, and blastp, with E-value &#x3c;1&#x2a;10<sup>&#x2013;6</sup>. Moreover, the unigenes were also annotated based on the Pfam (protein family) database (<xref ref-type="bibr" rid="B22">Finn et&#x20;al., 2014</xref>) using HMMSCAN module of HMMER software (version 3.3.2) (<xref ref-type="bibr" rid="B51">Potter et&#x20;al., 2018</xref>). Finally, Gene Ontology (GO) (<xref ref-type="bibr" rid="B3">Ashburner et&#x20;al., 2000</xref>) terms were assigned to unigenes by Blast2GO software (<xref ref-type="bibr" rid="B13">Conesa and Gotz, 2008</xref>).</p>
</sec>
<sec id="s2-8">
<title>Identification of Long Non-Coding Ribonucleic Acid and Transcription Factor</title>
<p>ORF of unigenes with a base number &#x3e;200&#xa0;nt was predicted using getorf module from EMBOSS software (version6.3.1) (<xref ref-type="bibr" rid="B57">Rice et&#x20;al., 2000</xref>). The unigenes whose ORF amino acids were less than 120 were extracted. We used CNCI (<xref ref-type="bibr" rid="B64">Sun et&#x20;al., 2013</xref>), CPC2 (<xref ref-type="bibr" rid="B30">Kang et&#x20;al., 2017</xref>), and PLEK (<xref ref-type="bibr" rid="B33">Li et&#x20;al., 2014</xref>) to identify lncRNA. The sequences predicted by the three software were intersected to obtain high confidence lncRNAs.</p>
<p>For TF identification, we removed lncRNAs from unigenes firstly. Then the CDS region of unigenes was identified and translated into a protein sequence using ESTScan 3.0, which was provided by the Plant Transcription Factor database (PlantTFDB 5.0) from PlantRegMap (<xref ref-type="bibr" rid="B65">Tian et&#x20;al., 2020</xref>). The TF families were identified by mapping the protein sequence to PlantTFDB&#x20;5.0.</p>
</sec>
<sec id="s2-9">
<title>Quantification of Unigene Upon Bending Treatment</title>
<p>Clean data from 14 Illumina RNA-seq libraries were mapped to full-length unigenes using the RSEM software (--bowtie2, version 1.3.0) (<xref ref-type="bibr" rid="B34">Li and Dewey, 2011</xref>). We obtained genes read count using rsem-calculate-expression module of RSEM software from the mapping results. The Spearman&#x2019;s correlation coefficient (SCC) between replicates in each experimental group was calculated as a measure of repeatability. Then, the differentially expressed unigenes among different treatment groups were calculated using DESeq2 (version 1.26.0) (<xref ref-type="bibr" rid="B39">Love et&#x20;al., 2014</xref>) using <italic>p</italic>-value &#x3c; 0.05 and fold change&#x3e;&#x3d;2.0 as cutoff. According to the classification of lncRNA and TF, the differentially expressed lncRNAs and differentially expressed TFs were obtained.</p>
</sec>
<sec id="s2-10">
<title>Co-Expression Analysis of Differentially Expressed Long Non-Coding Ribonucleic Acid and Coding Gene</title>
<p>We further classified differentially expressed unigenes into lncRNAs and coding genes. Pearson correlation coefficient (PCC) between lncRNA and coding gene was calculated and selected to construct the gene co-expression network by Cytoscape software (version 3.8.0) (<xref ref-type="bibr" rid="B32">Kohl et&#x20;al., 2011</xref>) using PCC &#x3e;0.9 as cutoff.</p>
</sec>
<sec id="s2-11">
<title>Gene Ontology Enrichment Analysis</title>
<p>Using the clusterProfiler package (version 4.0.2) (<xref ref-type="bibr" rid="B77">Wu et&#x20;al., 2021</xref>) with <italic>p</italic>-value &#x3c; 0.05 as cutoff, we performed GO functions enrichment analysis on differentially expressed coding genes from the 6 treatment groups and from the co-expression network in 20 GO terms, respectively.</p>
</sec>
<sec id="s2-12">
<title>Quantitative Real Time-Polymerase Chain Reaction Validation and Expression Analysis</title>
<p>We synthetized the first-strand cDNA using Hifair &#x2162; SuperMix plus, and 1&#xa0;&#x3bc;g of total RNA was used. The cDNA was used as template, Hieff qPCR SYBR Green Master Mix was used for quantitative reverse transcription-polymerase chain reaction on Mx3005P QPCR system (Stratagene, Santa Clara, CA). Primers for the selected 12 genes (genes related to the lignin and cellulose synthesis pathway, TFs related to the regulation of secondary growth, and predicted lncRNAs) were designed using NCBI Primer-BLAST tool. The primers are listed in <xref ref-type="sec" rid="s11">Supplementary Table S1</xref>. We chose the EF1&#x3b1; (elongation factor1-alpha) gene as an internal reference for normalization. This gene is stably expressed in Chinese fir across different tissues and organs. The final 20&#xa0;&#x3bc;L reaction contained: primers with final concentration of 0.2&#xa0;&#x3bc;M, 2&#xa0;&#x3bc;L template cDNA(1:20 dilution), and 1X Power SYBR Green dye. PCR amplification conditions: 95&#xb0;C for 5&#xa0;min, 40 cycles of 95&#xb0;C for 10&#xa0;s, 60&#xb0;C for 30&#xa0;s. After amplification, a thermal denaturation cycle was performed to determine the dissociation curve for verification of amplification specificity: 95&#xb0;C for 15&#xa0;s, 60&#xb0;C for 15&#xa0;s, and 95&#xb0;C for 15&#xa0;s. All qRT-PCR reactions were repeated 4&#x20;times.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Cytological Observation of Normal Wood, Compression Wood, and Opposite Wood in Chinese Fir</title>
<p>In order to observe cell structure of the NW, OW, and CW in xylem of Chinese fir, the paraffin sections from straight and leaning trunks were observed by upright microscope, and the fresh slices after dehydrate were observed by scanning electron microscopy (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). The width of the entire xylem of the NW is relatively uniform (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>). The tracheids in the NW were quadrilateral or polygonal and arranged tightly according to the paraffin section under the X200 field of view (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>), which was further confirmed under X500 scanning electron microscope (<xref ref-type="fig" rid="F2">Figure&#x20;2C</xref>). Compared with the straight Chinese fir, the leaning Chinese fir showed obvious eccentric growth, and the xylem of the CW was wider than that of the OW (<xref ref-type="fig" rid="F2">Figure&#x20;2D</xref>). Safranin and fast green staining revealed that the color of CW is redder than OW. The lignin content of the xylem in CW is higher than that of OW, which was consistent with the results of earlier studies in Pinus and Chinese fir (<xref ref-type="bibr" rid="B43">Nanayakkara et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B35">Li et&#x20;al., 2021</xref>). The tracheid morphology in the OW was consistent with the tracheid morphology in NW (<xref ref-type="fig" rid="F2">Figure&#x20;2E</xref>), which was further confirmed under the X500 scanning electron microscope (<xref ref-type="fig" rid="F2">Figure&#x20;2F</xref>). The tracheids in the CW were obviously elliptical or round, with intercellular spaces, and the tracheid cell wall also showed a certain degree of thickening (<xref ref-type="fig" rid="F2">Figure&#x20;2G</xref>), which were consistent with the results of earlier studies in European yew, red cedar, and Norway spruce (<xref ref-type="bibr" rid="B5">Burgert et&#x20;al., 2004</xref>). The special tracheid morphology in the CW was further confirmed under X500 scanning electron microscope (<xref ref-type="fig" rid="F2">Figure&#x20;2H</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Cytological structure of compression wood (CW) formation in <italic>C. lanceolata</italic>. <bold>(A,D)</bold> Cross sections of straight stem and leaning stem, which were double-stained with Safranin O and Fast Green FCF, respectively. Scale bars &#x3d; 1,000&#xa0;&#x3bc;m. <bold>(B,E,G)</bold> Sections of NW, OW, and CW double-stained with Safranin O and Fast Green FCF, respectively. Scale bars &#x3d; 50&#xa0;&#x3bc;m. <bold>(C,F,H)</bold> Scanning electron microscopy images of the xylem cross-sections of NW, OW, and CW, respectively. Scale bars &#x3d; 50&#xa0;&#x3bc;m.</p>
</caption>
<graphic xlink:href="fgene-13-843269-g002.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Construction of Full-Length Transcriptome Using PacBio Iso-Seq</title>
<p>The full-length transcriptome libraries of 14 SDX samples from Chinese fir were sequenced using PacBio Sequel II platform. A total of 382.78&#xa0;G subreads bases were generated, which included a total of 236,935,007 reads of insert (ROI). The statistics of PacBio raw data are shown in <xref ref-type="sec" rid="s11">Supplementary Table S2</xref>. The average number of ROI generated by each library was 16,923,929 and the average read quality was &#x3e;99.9%. After using the SMRTlink9.0&#x20;command-line tool to process subreads from the ZMW, we obtained a total of 4,136,486 circular consensus sequencing (CCS) reads, and the average number of CCS reads generated by each library was 295,463. The CCS sequence was processed with 5&#x2032;, 3&#x2032; sequencing primer removal and chimeric sequence removal. Finally, a total of 3,682,735 FLNC sequences were obtained. The average FLNC reads number in each library was 263,052. The FLNC reads were clustered by using the cluster module of isoseq3 software resulted in a total of 415,423&#x20;high-quality isoform sequences.</p>
</sec>
<sec id="s3-3">
<title>Generation of Non-Redundant Full-Length Unigene</title>
<p>We merged 415,423&#x20;high-quality isoform sequences from 14 PacBio full-length transcriptome libraries to perform the first de-redundancy for removing redundant sequences with sequence similarity &#x2265;99% using CD-HIT-EST software. In total, there are 139,318&#x20;high-quality sequences remaining. Subsequently, the filtered high-quality sequences were further corrected using LoRDEC software and the short-read sequence generated by Illumina RNA-Seq. The corrected sequence was again removed redundant sequences by using the CD-HIT-EST software with a similarity &#x2265;95%. In total, 41,253&#x20;high-quality sequences with an average length of 2,245&#x20;bp were obtained as full-length unigenes for consequent analysis.</p>
</sec>
<sec id="s3-4">
<title>Integrative Annotation of 41,253&#x20;Full-Length Unigenes</title>
<p>The 41,253 unigenes were searched for NT, NR, and Swiss-Prot databases using BLAST for functional annotation. There were 25,453, 34,823, and 27,207 genes which obtained functional annotations from NT, NR, and Swiss-Prot, respectively. Moreover, 32,134 and 26,767 unigenes were annotated using HMMSCAN and BLAST2GO, respectively. The statistics of the full-length unigenes annotations were listed in <xref ref-type="sec" rid="s11">Supplementary Table S3</xref>. GO classifications of the full-length unigenes were shown in <xref ref-type="sec" rid="s11">Supplementary Table&#x20;S4</xref>.</p>
</sec>
<sec id="s3-5">
<title>Identification of Long Non-Coding Ribonucleic Acid and Transcription Factor</title>
<p>In total, there were 41,225 unigenes remaining after removing the unigenes sequences whose base number was less than 200. Subsequently, the ORF of the remaining sequences was predicted using EMBOSS-getorf to exclude the sequences whose ORF is greater than 120. There were 5,527 remaining unigenes for lncRNA identification. In total, there were 4,949, 5,363, and 4,049 lncRNAs based on the result from CNCI, CPC2, and PLEK, respectively. Finally, a total of 3,602 unigenes were annotated as lncRNAs using the common intersection from three software (<xref ref-type="sec" rid="s11">Supplementary Table&#x20;S5</xref>).</p>
<p>After removing 3,602 lncRNAs from 41,253 unigenes, we annotated TF using 37,651 unigenes according to PlantTFDB database. A total of 1,185 unigenes were annotated as TFs. The most abundant group of TF family was the bHLH family(93), followed by ERF(75), bZIP(74), Trihelix(74), C2H2(73), and C3H(73) family, respectively (<xref ref-type="sec" rid="s11">Supplementary Table&#x20;S6</xref>).</p>
</sec>
<sec id="s3-6">
<title>Profiling Differentially Expressed Coding Genes</title>
<p>NGS technology has a greater sequencing depth than third-generation sequencing. Thus, we used the Illumina RNA-seq libraries to quantitatively analyze the expression of the full-length unigenes. The 14 SDX strand-specific mRNA transcriptome libraries were sequenced and generated a total of 324,215,605&#x20;paired-end reads. On average, each library produced 23,158,258 reads of 150&#xa0;nt. The statistics of Illumina RNA-Seq data are shown in <xref ref-type="sec" rid="s11">Supplementary Table S7</xref>. The SCC showed good repeatability and reliability between replicates in each experimental group (<xref ref-type="sec" rid="s11">Supplementary Figure&#x20;S1</xref>).</p>
<p>According to the alignment of Illumina RNA-Seq, we obtained all the expression levels of unigenes in 14 samples using RSEM software (<xref ref-type="sec" rid="s11">Supplementary Table S8</xref>). The differentially expressed unigenes between the control group (NW) and the six treatment group (2&#xa0;h_CW, 2&#xa0;h_OW, 26&#xa0;h_CW, 26&#xa0;h_OW, 74&#xa0;h_CW, 74&#xa0;h_OW) were identified using DESeq2&#x20;R package (<italic>p</italic>-value &#x3c; 0.05, log<sub>2</sub>FoldChange&#x3e; 1). From six pairwise comparisons, we obtained the differentially expressed coding genes (DECGs), which included 838 DECGs in all comparisons (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>). Compared with the NW group, the number of the DECGs detected in the 2&#xa0;h_CW, 2&#xa0;h_OW, 26&#xa0;h_CW, 26&#xa0;h_OW, 74&#xa0;h_CW, and 74&#xa0;h_OW was 4,829, 4,470, 3,211, 3,555, 4,219, 4,447, respectively (<xref ref-type="sec" rid="s11">Supplementary Table S9</xref>). Overall, the number of DECGs in the 2&#xa0;h treatment group was the largest, followed by the 74&#xa0;h treatment group, and the least number of DECGs was in the 26&#xa0;h treatment group. The number of DECGs unique to the six treatment groups was 770, 499, 209, 251, 285, 390, respectively (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>). The number of unique DECGs in the 2&#xa0;h treatment group was the largest, and the up-regulated DECGs accounted for about 53% of the total DECGs (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>). The number of up-regulated DECGs in the 26&#xa0;h treatment group and 74&#xa0;h treatment group was significantly reduced, accounting for 24 and 17% of the total DECGs, respectively. For down-regulated DECGs, the number of down-regulated DECGs in the 26 and 74&#xa0;h treatment groups was higher than that in the 2&#xa0;h treatment group, and the 74&#xa0;h treatment group had the largest number of down-regulated DECGs (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>). In addition, the number of DECGs obtained by CW compared with OW gradually increased in a time-dependend manner upon compression stress (<xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>, <xref ref-type="sec" rid="s11">Supplementary Table&#x20;S10</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Profiling of differentially expressed coding genes. <bold>(A)</bold> Venn diagram of the DECGs among 6 treatment groups. <bold>(B)</bold> Histogram displays the up-regulated and down-regulated genes, which are marked with red and blue, respectively. <bold>(C)</bold> Pie chart presents the percentage of TFs in DECGs. <bold>(D)</bold> Histogram displays the classification of DETFs. <bold>(E)</bold> Bubble chart displays the GO enrichment analysis of DECGs.</p>
</caption>
<graphic xlink:href="fgene-13-843269-g003.tif"/>
</fig>
<p>Among the DECGs, we found a total of 371 differentially expressed TFs (DETFs) (<xref ref-type="sec" rid="s11">Supplementary Table S11</xref>). The percentage of DETFs in DECGs among the six treatment groups was 4.47, 4.70, 2.96, 3.15, 2.75, and 2.74%, respectively (<xref ref-type="fig" rid="F3">Figure&#x20;3C</xref>). The proportion of DETFs in CW and OW samples gradually decreases as time increases upon bending treatment (<xref ref-type="fig" rid="F3">Figure&#x20;3C</xref>). The 2&#xa0;h treatment group had the highest proportion of DETFs. Among the DETFs, the number of ERF, bHLH, C2H2, bZIP, MYB, and NAC families was 47, 29, 29, 27, 21, and 20, respectively (<xref ref-type="fig" rid="F3">Figure&#x20;3D</xref>).</p>
<p>GO enrichment analysis was performed on the DECGs (<italic>p</italic>-value &#x3c; 0.05). The top 20 GO terms with the most significant <italic>p</italic>-value were retained (<xref ref-type="sec" rid="s11">Supplementary Table S12</xref>). The DECGs of 2&#xa0;h_CW and 2&#xa0;h_OW were enriched in GO terms, including cell wall organization, cell wall, xyloglucan metabolic process, xyloglucosyl transferase activity, cell wall biogenesis, <italic>etc</italic>. (<xref ref-type="fig" rid="F3">Figure&#x20;3E</xref>). In addition to the above terms, the 26&#xa0;h_CW and 26&#xa0;h_OW treatment groups were enriched in plant-type cell wall, xylan 1,4-&#x3b2;-xylosidase activity, arabinose catabolic process, xylan catabolic process, <italic>etc</italic>. (<xref ref-type="fig" rid="F3">Figure&#x20;3E</xref>). For the 74&#xa0;h treatment group, only the 74&#xa0;h_OW treatment group had DECGs enriched in cell wall, xyloglucan metabolic process, cell wall biogenesis, xyloglucosyl transferase activity, <italic>etc</italic>. (<xref ref-type="fig" rid="F3">Figure&#x20;3E</xref>). Xyloglucan is a component of plant hemicellulose (<xref ref-type="bibr" rid="B24">Fry, 1989</xref>). Arabinose is often combined with other monosaccharides, and exists in the form of heteropolysaccharides in hemicellulose, pectic acid, the heartwood of coniferous trees, and in some glycosides (<xref ref-type="bibr" rid="B40">Maki-Arvela et&#x20;al., 2011</xref>). According to the GO enrichment analysis of the DECGs in the six treatment groups, we revealed that the DECGs related to the SDX of Chinese fir are involved in the process of plant cell wall production and plant hemicellulose catabolism after the artificial bending treatment. This might be one of the reasons that Chinese fir produces reaction wood tissue to resist bending stress and restore straight growth.</p>
</sec>
<sec id="s3-7">
<title>Differential Expression of Genes Related to Cell Wall Synthesis and Transcriptional Regulation</title>
<p>Chinese fir generates CW in response to stress, and the lignin and cellulose content of its xylem have changed. We analyzed the expression of the genes involved in the lignin and cellulose synthesis pathways and the TFs related to the plant secondary growth based on homologous genes from <italic>Populus trichocarpa</italic>. According to RNA-Seq result, we revealed the differential expression levels of lignin, cellulose-related genes, and secondary growth-related TFs (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Expression patterns of DEGs related to cell wall synthesis. <bold>(A)</bold> Differential gene expression in lignin synthesis pathway. <bold>(B)</bold> Differential gene expression in cellulose synthesis pathway. <bold>(C)</bold> Differential TF expression in plant secondary growth. In <bold>(A,B)</bold>, and <bold>(C)</bold>, the gene expression was varied from high (red) to low (blue) value. <bold>(D)</bold> Histogram displays qRT-PCR verification of genes involved in cell wall synthesis and transcriptional regulation.</p>
</caption>
<graphic xlink:href="fgene-13-843269-g004.tif"/>
</fig>
<p>Previous studies have found that the phenylalanine biosynthesizes three kinds of lignin-subunits (H- subunit, G-subunit, S-subunit) through a metabolic grid consisting of 11 enzyme families and 24 metabolites (<xref ref-type="bibr" rid="B9">Chen et&#x20;al., 2015a</xref>; <xref ref-type="bibr" rid="B70">Wang et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B37">Liu et&#x20;al., 2021</xref>). In gymnosperms, the G lignin monomer accounts for most of its lignin content. In this study, we found that genes of 13 enzymes (involving 9 gene families) were differentially expressed in treatment groups (<xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>, <xref ref-type="sec" rid="s11">Supplementary Table S13</xref>). Differentially expressed genes involved in lignin synthesis included four phenylalanine ammonia-lyases genes (<italic>PAL1</italic>, <italic>PAL2</italic>, <italic>PAL4</italic>, <italic>PAL5</italic>), one cinnamic acid 4-hydroxylase gene (<italic>C4H1</italic>), one 4-coumaric acid 3-hydroxylase gene (<italic>C3H3</italic>), one 4-coumaric acid: CoA ligase gene (<italic>4CL5</italic>), one cinnamyl alcohol dehydrogenase gene (<italic>CAD1</italic>), one hydroxycinnamoyl-CoA shikimate hydroxycinnamoyl transferase gene (<italic>HCT1</italic>), two caffeoyl-CoA O -methyltransferases genes (<italic>CCoAOMT1</italic>, <italic>CCoAOMT2</italic>), one coniferaldehyde 5-hydroxylase gene (<italic>CAld5H1</italic>), and one peroxidase gene (<italic>PO2</italic>), respectively. Most of the genes involved in the lignin monomer synthesis pathway were generally down-regulated first, and then restored to normal expression levels or up-regulated (<xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>).</p>
<p>For genes related to the cellulose synthesis pathway (<xref ref-type="bibr" rid="B9">Chen et&#x20;al., 2015a</xref>; <xref ref-type="bibr" rid="B37">Liu et&#x20;al., 2021</xref>), we found 5 cellulose synthase genes (<italic>CESA.2</italic>, <italic>CESA2.1</italic>, <italic>CESA2.2</italic>, <italic>CESA4</italic>, and <italic>CESA8</italic>) and two glycosyltransferase family mannan synthase genes (<italic>MANS.1</italic> and <italic>MANS.2</italic>) are differentially expressed upon bending treatment (<xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>, <xref ref-type="sec" rid="s11">Supplementary Table S14</xref>). Except for the down-regulation of <italic>CESA8</italic> in 26&#xa0;h_OW, the other genes showed an obvious down-regulation at 2&#xa0;h stage first, and then recovered to a certain extent at 26&#xa0;h groups. Finally, their expression levels were up-regulated at 74&#xa0;h groups.</p>
<p>Two key TFs PtrHSFB3-1 and PtrMYB092 regulate cell wall biosynthesis during the formation of TW in poplar (<xref ref-type="bibr" rid="B37">Liu et&#x20;al., 2021</xref>). PtrMYB092 can directly activate 11 monolignol genes. In the study of the poplar wood formation process, PtrGATA12, as a nuclear localization transcription activator, coordinately regulates the biosynthetic pathway of secondary cell wall components (<xref ref-type="bibr" rid="B56">Ren et&#x20;al., 2021</xref>). In our study, we also detected 11&#xa0;TFs genes (<xref ref-type="fig" rid="F4">Figure&#x20;4C</xref>, <xref ref-type="sec" rid="s11">Supplementary Table S15</xref>), including <italic>GATA12</italic>, <italic>WND6A</italic>, <italic>WND6B</italic>, <italic>MYB2</italic>, <italic>MYB21</italic>, <italic>MYB092</italic>, <italic>etc</italic>., which are differentially expressed at different treatment groups. The qRT-PCR analysis of these genes confirmed the expression changes detected by RNA-Seq (<xref ref-type="fig" rid="F4">Figure&#x20;4D</xref>). The expression analysis of genes related to secondary growth provides valuable clues for explicating the molecular mechanism of CW formation.</p>
</sec>
<sec id="s3-8">
<title>Correlation Between Differentially Expressed Long Non-Coding Ribonucleic Acids and Differentially Expressed Coding Genes</title>
<p>Among 9,785 differentially expressed unigenes during the artificial bending process, of which 434 are predicted lncRNAs, and the remaining 9,351 are DECGs (including 371&#xa0;TFs). The differentially expressed lncRNAs (DElncRNAs) in CW and OW samples at 2, 26, and 74&#xa0;h treatment groups were shown in <xref ref-type="fig" rid="F5">Figure&#x20;5A</xref> (<xref ref-type="sec" rid="s11">Supplementary Table S16</xref>). The expression changes of these lncRNAs were confirmed by qRT-PCR (<xref ref-type="fig" rid="F5">Figure&#x20;5B</xref>). And the results of qRT-PCR showed that the expression trends of 3 lncRNAs were consistent with those obtained from RNA-Seq, indicating the accuracy of the RNA-Seq&#x20;data.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Differential expression analysis of lncRNA. <bold>(A)</bold> Venn diagram shows DElncRNAs of 6 treatment groups. <bold>(B)</bold> Histogram displays qRT-PCR verification of lncRNAs. <bold>(C)</bold> Correlation network diagram between DElncRNAs and DECGs. <bold>(D)</bold> Bubble chart presented GO enrichment analysis of DECGs, which were correlated with lncRNA.</p>
</caption>
<graphic xlink:href="fgene-13-843269-g005.tif"/>
</fig>
<p>According to the DECGs and DElncRNAs expression, we calculated the PCC (<xref ref-type="sec" rid="s11">Supplementary Table S17</xref>), and the correlation between the expression of DElncRNAs and DECGs was shown through the network diagram (<xref ref-type="fig" rid="F5">Figure&#x20;5C</xref>). We revealed a significant correlation (r &#x3e; 0.9) between 372 DElncRNAs and 6,533 DECGs (6,263 mRNA, 270&#xa0;TF). GO enrichment analysis was performed on these 6,533 coding genes (<italic>p</italic>-value &#x3c; 0.05, keep the 20 GO terms with the most significant <italic>p</italic>-value, <xref ref-type="fig" rid="F5">Figure&#x20;5D</xref>, <xref ref-type="sec" rid="s11">Supplementary Table S18</xref>). Coding genes presenting correlation with lncRNA were enriched in GO terms such as cell wall, xyloglucan metabolism, cell wall organization, cell wall biogenesis, xyloglucosyl transferase activity, plant-type cell wall, <italic>etc</italic>. (<xref ref-type="fig" rid="F5">Figure&#x20;5D</xref>). This may imply that lncRNA is involved in regulating the process of compression stress response in Chinese&#x20;fir.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>In recent years, many studies have used RW as a model to discover the key genes in the process of wood formation. For example, 9,684 differentially expressed genes were found among TW, OW, and NW transcriptome in <italic>Betula platyphylla</italic> (<xref ref-type="bibr" rid="B69">Wang et&#x20;al., 2014</xref>). In <italic>Populus tomentosa</italic>, 2,417 genes were differentially transcribed between TW and NW (<xref ref-type="bibr" rid="B9">Chen et&#x20;al., 2015a</xref>). In <italic>Betula luminifera</italic>, global transcriptome profiling analysis revealed 13,273 differentially regulated unigenes during the early stage of TW formation (<xref ref-type="bibr" rid="B6">Cai et&#x20;al., 2018</xref>). In addition, 384&#x20;up-regulated and 410&#x20;down-regulated genes were identified in <italic>Catalpa bungei</italic>, which provides a new basis for explaining the formation of TW (<xref ref-type="bibr" rid="B79">Xiao et&#x20;al., 2020b</xref>). However, most of the studies were carried out in angiosperm, and only a few research were conducted on gymnosperms. Especially the formation of CW in Chinese fir remains unknown.</p>
<p>For non-model organisms, the emergence of transcriptome sequencing technology makes it possible to reveal the special gene expression characteristics without reference genome information (<xref ref-type="bibr" rid="B12">Collins et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B21">Ekblom and Galindo, 2011</xref>). However, subsequent analysis based on second-generation sequencing technology will encounter great difficulties, especially in the process of assembling the transcripts (<xref ref-type="bibr" rid="B26">Grabherr et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B48">Pertea et&#x20;al., 2015</xref>). Moreover, different transcript isoforms often show high sequence similarity (<xref ref-type="bibr" rid="B41">Martin and Wang, 2011</xref>). In this study, we used PacBio Iso-Seq technology to obtain full-length transcriptome of SDX from Chinese fir under artificial bending as reference unigene set. A total of 415,423&#x20;full-length sequences from 14 PacBio Ise-Seq libraries were filtered and retained to 41,253, which was further corrected by the short reads from the same batch of RNAs. This makes the full-length unigenes unprecedentedly complete and accurate, and represents the transcriptome characteristics of the Chinese fir under compression stress. The precise and complete unigenes also enable us to obtain more accurate annotation. The high precision full-length unigenes can provide great advantage for the research of Chinese&#x20;fir.</p>
<p>In our study, we obtained superior transcription maps of Chinese fir NW, CW, and OW SDX under different bending times of 2, 26, and 74&#xa0;h, respectively. The average length of unigenes we obtained is greater than the 497&#xa0;bp obtained by previous study (<xref ref-type="bibr" rid="B53">Qiu et&#x20;al., 2013</xref>). In this study, a total of 9,351 DECGs were identified during the process of artificial bending, which indicates that the gene expression of the SDX has changed considerably during this process of CW formation in Chinese fir. In addition, with the continuation of the bending time, the number of DECGs decreased and then increased, which is consistent with previous study in wild-type poplars (<xref ref-type="bibr" rid="B50">Pomies et&#x20;al., 2017</xref>). In another study, the number of differentially expressed genes (DEGs) gradually increased in the 6&#xa0;h, 48&#xa0;h, and 7&#xa0;d groups in <italic>Betula luminifera</italic> (<xref ref-type="bibr" rid="B6">Cai et&#x20;al., 2018</xref>). Therefore, we speculate that the number of DEGs is highest in the early stage (0.5&#xa0;h, 2&#xa0;h) under artificial bending, and with the continuation of the bending time, it showed a decreasing trend and then increased.</p>
<p>Moreover, the up-regulated genes in angiosperms accounted for more or nearly half of the DEGs in the initial stage of artificial bending, such as 0.5, 2, or 6&#xa0;h (<xref ref-type="bibr" rid="B50">Pomies et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B6">Cai et&#x20;al., 2018</xref>). While at 24, 48, 72&#xa0;h, 7&#xa0;d, 90&#xa0;d, the DEGs accounted for a larger proportion of down-regulated genes (<xref ref-type="bibr" rid="B9">Chen et&#x20;al., 2015a</xref>; <xref ref-type="bibr" rid="B50">Pomies et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B6">Cai et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B78">Xiao et&#x20;al., 2020a</xref>; <xref ref-type="bibr" rid="B79">Xiao et&#x20;al., 2020b</xref>). Our study showed the same trend, in the 2&#xa0;h group, up-regulated genes accounted for 53%, while in the 26&#xa0;h, 74&#xa0;h groups, down-regulated genes accounted for a larger proportion (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>). This indicates that the up-regulated genes are dominant in the early phase, while down-regulated genes become increasingly important in the late&#x20;phase.</p>
<p>In addition, we found that as the bending time increases, the proportion of TF in the DECGs gradually decreases, and the ERF TF family accounts for the largest number of DETFs, which are consistent with previous study in wild-type poplars (<xref ref-type="bibr" rid="B50">Pomies et&#x20;al., 2017</xref>). In addition, study on the secondary growth of poplar has proved that the TF PtrGATA12 directly or indirectly regulates some TFs (WND6A, WND6B, MYB152, and MYB21) to affect the formation of secondary cell walls (<xref ref-type="bibr" rid="B56">Ren et&#x20;al., 2021</xref>). In this study, we explored the continuous expression of TFs related to secondary growth. The <italic>GATA12</italic> expression showed a trend of U-shaped curve (<xref ref-type="fig" rid="F3">Figure&#x20;3D</xref>). Study on the formation of poplar TW has shown that TF PtrMYB092 can transactivate 11 monoglycol synthesis pathway genes (<xref ref-type="bibr" rid="B37">Liu et&#x20;al., 2021</xref>). In our study, a downward trend was observed in the expression of <italic>MYB092</italic> with the bending time increases, which might affect the expression of monoglycol synthesis pathway&#x20;genes.</p>
<p>Previous studies have found extensive expression changes in lignin and cellulose synthesis pathway genes during the formation of RW (<xref ref-type="bibr" rid="B47">Paux et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B69">Wang et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B9">Chen et&#x20;al., 2015a</xref>; <xref ref-type="bibr" rid="B6">Cai et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B78">Xiao et&#x20;al., 2020a</xref>; <xref ref-type="bibr" rid="B37">Liu et&#x20;al., 2021</xref>). In <italic>Pinus pinaster</italic>, the cellulose synthase-like A (<italic>CSLA</italic>) gene and the lignin biosynthesis genes, such as <italic>PAL</italic>, <italic>C3H</italic>, <italic>4CL</italic>, <italic>CAD</italic>, <italic>HCT</italic>, <italic>CCoAOMT,</italic> were up-regulated in CW (<xref ref-type="bibr" rid="B67">Villalobos et&#x20;al., 2012</xref>). In <italic>Buxus microphylla</italic> var. <italic>japonica</italic>, the <italic>PAL</italic> gene is up-regulated in RW (<xref ref-type="bibr" rid="B28">Hiraide et&#x20;al., 2016</xref>). In this study, we observed complex changes in lignin synthesis pathway genes, including <italic>PAL4</italic>, <italic>PAL5</italic>, <italic>CAld5H1</italic>, <italic>CCoAOMT2</italic>, and <italic>PO2</italic>, respectively. We speculated that the five genes with special expression trends in the lignin synthesis pathway might be critical in the formation of CW. Other DECGs involved in the synthesis of lignin and cellulose showed a similar trend of decreasing first and then increasing, which seems to be a prevalent response under artificial bending in Chinese&#x20;fir.</p>
<p>In addition to coding RNA, non-coding RNA also plays an important role in plant transcriptional regulation (<xref ref-type="bibr" rid="B38">Liu et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B36">Liaquat et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B85">Zhang et&#x20;al., 2021</xref>). Previous study has shown that transcriptome sequencing on the mature xylem tissues of NW, TW, and OW reveals 1,377 possible lncRNAs, of which 776 are differentially expressed in different tissue samples of poplar (<xref ref-type="bibr" rid="B10">Chen et&#x20;al., 2015b</xref>). They report 389 differentially expressed lncRNAs that may target 1,151 genes through <italic>trans</italic>-regulation (<xref ref-type="bibr" rid="B10">Chen et&#x20;al., 2015b</xref>). In our research, we found that there is a significant correlation between the expression levels of 372 DElncRNAs and 6,533 DECGs (r &#x3e; 0.9) (<xref ref-type="fig" rid="F5">Figure&#x20;5C</xref>). The lncRNA (transcript_31,838) and lncRNA (transcript_29,184) were significantly correlated with <italic>CESA.2</italic>, <italic>CESA2.2</italic>, <italic>CESA4</italic>, <italic>MANS.1</italic>, <italic>MYB21</italic>, <italic>MYB128</italic>, <italic>PAL1</italic>, and <italic>CCoAOMT1</italic>, respectively. Two lncRNAs may target these genes through <italic>trans</italic>-regulation in response to compression stress in Chinese fir. However, further transformation experiment should be carried out to validate the potential regulation in the future.</p>
<p>At present, we only investigated the expression level since Chinese fir genome was unavaiable. Once the genomic is available, our third-generation full-length transcriptome from 14 libraries can be used to investigate the post-transcriptional regulatory mechanism, including alternative splicing (AS) and alternative polyadenylation (APA) (<xref ref-type="bibr" rid="B71">Wang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B84">Zhang et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B81">Yin et&#x20;al., 2019</xref>) during the formation of Chinese fir CW in response to compression stress. This will further improve our understanding of the CW formation in Chinese fir. In addition, we expect the knowledge about the target sites of TFs and lncRNAs to obtain a more accurate regulatory network of Chinese fir under artificial bending by using ChIP-seq or DAP-seq when the genome of Chinese fir becomes available.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>In summary, we provide a full-length reference transcriptome of Chinese fir. Combined with Illumina NGS RNA-Seq, we obtained transcriptomes of the NW, CW, and OW SDX from Chinese fir (<italic>Cunninghamia lanceolata</italic>) under different bent times (2, 26, 74&#xa0;h). By using 382.78&#xa0;G subreads bases, we obtained 41,253&#x20;high-quality, non-redundant full-length unigenes with average length of 2,245 bp. Moreover, we revealed 20&#x20;full-length unigenes related to lignin and cellulose synthesis pathways, and 11&#xa0;TFs related to secondary growth, which were differentially expressed at different treatment groups, indicating that these genes play a critical role in the process of producing CW in Chinese fir. At the same time, 3,602 possible lncRNAs were predicted, of which 434 lncRNAs were differentially expressed in different treatment groups. 372 DElncRNAs have a significant correlation with 6,533 DECGs. In conclusion, our research provides the first full-length SDX transcription data as an isoform-level reference for Chinese fir. All these findings not only provide a theoretical basis for exploring the regulation mechanism of the production of CW in Chinese fir, but also offer candidate functional genes resources for the production of&#x20;CW.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The names of the accession number(s) can be found below: PRJNA777739 and PRJNA777106. The datasets presented in this study can be found in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref>.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>LG and XM conceived and designed the research. ZkZ performed bioinformatics and experiments. YG, HW, and ZyZ provided assistance for bioinformatics. JW, YJ, SX, TL, JS, JL, and XW provided assistance for experiments. XL and HZ provided assistance for generating the figure. LG and XM managed the project. ZkZ and LG wrote the manuscript. All authors read and approved the final manuscript.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China Grant (31570674), the Innovation Fund for Science &#x26; Technology Project from Fujian Agriculture and Forestry University (CXZX2020093A), National Key Research and Development Program of China (2016YFD0600106), and Fujian Forest Seedling Technology Project.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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="s10">
<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">
<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/fgene.2022.843269/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fgene.2022.843269/full&#x23;supplementary-material</ext-link>
</p>
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<supplementary-material xlink:href="Image1.TIF" id="SM3" mimetype="application/TIF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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