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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>
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<article-meta>
<article-id pub-id-type="publisher-id">844622</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2022.844622</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>Chromosome-Scale Assembly of the <italic>Dendrobium nobile</italic> Genome Provides Insights Into the Molecular Mechanism of the Biosynthesis of the Medicinal Active Ingredient of <italic>Dendrobium</italic>
</article-title>
<alt-title alt-title-type="left-running-head">Xu et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">The Chromosome-Scale <italic>Dendrobium nobile</italic> Genome</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xu</surname>
<given-names>Qing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1613700/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Niu</surname>
<given-names>Shan-Ce</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/360065/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Kang-Li</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zheng</surname>
<given-names>Pei-Ji</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Xiao-Jing</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jia</surname>
<given-names>Yin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Yang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Niu</surname>
<given-names>Yun-Xia</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1591882/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yu</surname>
<given-names>Li-Hong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chen</surname>
<given-names>Duan-Fen</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>Zhang</surname>
<given-names>Guo-Qiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/687497/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>GMU-GIBH Joint School of Life Sciences</institution>, <institution>Guangzhou Medical University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>College of Horticulture</institution>, <institution>Hebei Agricultural University</institution>, <addr-line>Baoding</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>State Key Laboratory of North China Crop Improvement and Regulation</institution>, <institution>Hebei Agricultural University</institution>, <addr-line>Baoding</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>School of Vocational Education</institution>, <institution>Tianjin University of Technology and Education</institution>, <addr-line>Tianjin</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Laboratory for Orchid Conservation and Utilization</institution>, <institution>The Orchid Conservation and Research Center of Shenzhen</institution>, <institution>The National Orchid Conservation Center of China</institution>, <addr-line>Shenzhen</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/473639/overview">Zefeng Yang</ext-link>, Yangzhou 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/404807/overview">Yunqing Cheng</ext-link>, Jilin Normal University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1625966/overview">Fatma Aydinoglu</ext-link>, Gebze Technical University, Turkey</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1540064/overview">Xiaojun Zhou</ext-link>, Luoyang Normal University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Qing Xu, <email>xq@gzhmu.edu.cn</email>; Duan-Fen Chen, <email>chenduanfen@163.com</email>; Guo-Qiang Zhang, <email>guoqiangzhangcn@163.com</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this&#x20;work</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Plant Genomics, a section of the journal Frontiers in Genetics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>01</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>844622</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>02</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Xu, Niu, Li, Zheng, Zhang, Jia, Liu, Niu, Yu, Chen and Zhang.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Xu, Niu, Li, Zheng, Zhang, Jia, Liu, Niu, Yu, Chen and Zhang</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>Orchids constitute approximately 10% of flowering plant species. However, only about 10 orchid genomes have been published. Metabolites are the main way through which orchids respond to their environment. <italic>Dendrobium nobile</italic>, belonging to <italic>Dendrobium</italic>, the second largest genus in Orchidaceae, has high ornamental, medicinal, and ecological value. <italic>D. nobile</italic> is the source of many popular horticultural varieties. Among the <italic>Dendrobium</italic> species, <italic>D. nobile</italic> has the highest amount of dendrobine, which is regarded as one of the criteria for evaluating medicinal quality. Due to lack of data and analysis at the genomic level, the biosynthesis pathways of dendrobine and other related medicinal ingredients in <italic>D. nobile</italic> are unknown. In this paper, we report a chromosome-scale reference genome of <italic>D. nobile</italic> to facilitate the investigation of its genomic characteristics for comparison with other <italic>Dendrobium</italic> species. The assembled genome size of <italic>D. nobile</italic> was 1.19&#xa0;Gb. Of the sequences, 99.45% were anchored to 19 chromosomes. Furthermore, we identified differences in gene number and gene expression patterns compared with two other <italic>Dendrobium</italic> species by integrating whole-genome sequencing and transcriptomic analysis [e.g., genes in the polysaccharide biosynthesis pathway and upstream of the alkaloid (dendrobine) biosynthesis pathway]. Differences in the <italic>TPS</italic> and <italic>CYP450</italic> gene families were also found among orchid species. All the above differences might contribute to the species-specific medicinal ingredient biosynthesis pathways. The metabolic pathway-related analysis will provide further insight into orchid responses to the environment. Additionally, the reference genome will provide important insights for further molecular elucidation of the medicinal active ingredients of <italic>Dendrobium</italic> and enhance the understanding of orchid evolution.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Dendrobium nobile</italic>
</kwd>
<kwd>chromosome-level assembly</kwd>
<kwd>polysaccharide and alkaloid (dendrobine)</kwd>
<kwd>gene family</kwd>
<kwd>transcriptome</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Jinchai Shihu (&#x91d1;&#x9497;&#x77f3;&#x659b;) <italic>Dendrobium nobile</italic> is a medicinal species belonging to <italic>Dendrobium</italic>, the second largest genus in the Orchidaceae. With high amounts of medicinal active ingredients, <italic>D. nobile</italic> is also one of the five <italic>Dendrobium</italic> species recorded in the Chinese Pharmacopoeia (2020 Edition). Polysaccharides and alkaloids are the main medicinal components of <italic>Dendrobium</italic>. They are mainly stored in the stem and have strong antioxidant, neuroprotective, antidiabetic, antihypertensive, and immunomodulatory activities (<xref ref-type="bibr" rid="B72">Wang et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B39">Li et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B41">Liu et&#x20;al., 2011</xref>; Wang et&#x20;al<italic>.</italic>, 2020). Dendrobine, a sesquiterpenoid alkaloid, is the signature bioactive component and is regarded as one of the criteria for evaluating the quality of <italic>D. nobile</italic>. The biosynthesis of these medicinal ingredients varies with factors including the tissues sampled, species, and genetics (<xref ref-type="bibr" rid="B40">Li et&#x20;al., 2019</xref>). Elucidating the biosynthesis pathway of polysaccharides and alkaloids in <italic>Dendrobium</italic> is an important research&#x20;topic.</p>
<p>To date, many genes related to the biosynthesis of polysaccharides and alkaloids have been reported. <italic>Dendrobium</italic> contains active polysaccharides (<xref ref-type="bibr" rid="B75">Wang et&#x20;al., 2014</xref>), with three main kinds in stems depending on the content; namely, non-starch mannan polysaccharides, glucose, and galactose (<xref ref-type="bibr" rid="B52">Ng et&#x20;al., 2012</xref>). Thus far, many carbohydrate-related genes have been reported, such as genes encoding polysaccharide-metabolism-related enzymes involved in the biosynthesis of polysaccharides, monosaccharide-related genes, and the basic building blocks for polysaccharide-synthesis-related genes, as well as genes playing important roles in the regulatory mechanism of polysaccharide synthesis (<xref ref-type="bibr" rid="B56">Ren et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B76">Wang et&#x20;al., 2020</xref>). The main kind of alkaloid in <italic>Dendrobium</italic> is dendrobine, a sesquiterpenoid alkaloid (<xref ref-type="bibr" rid="B40">Li et&#x20;al., 2019</xref>). There are three main pathways involved in the upstream of alkaloid biosynthesis: the shikimate pathway, the methylerythritol phosphate (MEP) pathway, and the mevolonate (MVA) pathway; some genes involved in these three pathways have been reported, such as 3-dehydroquinate synthase, 1-deoxy-D-xylulose 5-phosphate synthase and 3-hydroxy-3-methyl-glutarylcoenzyme A reductase (<xref ref-type="bibr" rid="B67">Tzin et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B76">Wang et&#x20;al., 2020</xref>). In addition, members of the terpene synthases (TPSs) and cytochrome P450 monooxygenases (CYP450s) have been reported to play an important role in dendrobine biosynthesis (<xref ref-type="bibr" rid="B21">Guo et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B38">Li et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B82">Yuan et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B76">Wang et&#x20;al., 2020</xref>). Although some related genes or enzymes have been reported, the specific biosynthesis pathways of polysaccharides and alkaloids and even dendrobine biosynthesis in <italic>Dendrobium</italic> species remain unclear.</p>
<p>With omics technology development, many medicinal plant genomes have been sequenced, such as <italic>Dendrobium catenatum</italic> (<xref ref-type="bibr" rid="B86">Zhang et&#x20;al., 2016</xref>), <italic>Salvia miltiorrhiza</italic> (<xref ref-type="bibr" rid="B80">Xu et&#x20;al., 2016</xref>), <italic>Panax Notoginseng</italic> (<xref ref-type="bibr" rid="B10">Chen et&#x20;al., 2017</xref>), <italic>Gelsemium elegans</italic> (<xref ref-type="bibr" rid="B42">Liu et&#x20;al., 2020</xref>), and <italic>Platycodon grandifloras</italic> (<xref ref-type="bibr" rid="B33">Kim et&#x20;al., 2020</xref>), suggesting that genomics is an effective method to mine the key genes of medicinal ingredients. In this study, with the use of PacBio sequencing and Hi-C technologies, the chromosome-level genome assembly of <italic>D. nobile</italic> was performed. Comparative genomic studies were conducted with <italic>D. catenatum</italic> (<xref ref-type="bibr" rid="B86">Zhang et&#x20;al., 2016</xref>), <italic>Dendrobium chrysotoxum</italic> (<xref ref-type="bibr" rid="B87">Zhang et&#x20;al., 2021</xref>), <italic>Apostasia shenzhenica</italic> (<xref ref-type="bibr" rid="B85">Zhang et&#x20;al., 2017</xref>), and <italic>Phalaenopsis equestris</italic> (<xref ref-type="bibr" rid="B7">Cai et&#x20;al., 2015</xref>). The genes involved in the biosynthesis pathway of polysaccharides and alkaloids (dendrobine) were identified in the present study, laying a foundation for further research on the gene functions of medicinal active ingredients and providing a reference for the breeding of new varieties. The metabolic pathway-related analysis in <italic>Dendrobium</italic> will provide further insight into how <italic>Dendrobium</italic> species respond to the environment.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Sample Preparation and Sequencing</title>
<p>The wild <italic>Dendrobium nobile</italic> (voucher specimen: China, Yunnan province, on rock in evergreen broad-leaf forest, alt. 1250&#x00A0;m, 15 April, 2019, GZMU001) plants were collected. The species was identified by comparison with the <italic>D. nobile</italic> specimen deposited in the herbarium of the National Orchid Conservation Center of China. Green young leaves were frozen for short reads sequencing and PacBio sequencing. Leaf buds from the plants were fixed as described in <xref ref-type="bibr" rid="B71">Wang et&#x20;al., 2015a</xref> and Hi-C library construction is referred to <xref ref-type="bibr" rid="B9">Chen et&#x20;al. (2020)</xref>.</p>
<p>For short reads sequencing, genomic DNA was extracted from leaves of the <italic>D. nobile</italic> plants using a modified cetyltrimethylammonium bromide (CTAB) protocol, and then was shorn by Covaris ultrasonicator. DNA fragments between 300bp and 400bp were then selected by Agencourt AMPure XP-Medium kit for library construction and finally sequencing was performed on the MGISEQ-2000 platform. The raw data was generated from constructed paired-end libraries (PE150), and the clean data was obtained after data filtering, which was carried out by SOAPnuke v1.6.5 software (<ext-link ext-link-type="uri" xlink:href="https://github.com/BGI-flexlab/SOAPnuke">https://github.com/BGI-flexlab/SOAPnuke</ext-link>) (<xref ref-type="bibr" rid="B11">Chen et&#x20;al., 2018</xref>), with the following parameters: -n 0.02; -l 20; -q 0.4; -Q 2; -i; -G; --seqType 0; &#x2013;rmdup. The PacBio sequencing was performed on a PacBio Sequel II sequencer by BGI (Shenzhen, China). Furthermore, the data of Hi-C library sequenced by MGISEQ-2000 platform was used for Hi-C analysis.</p>
<p>For assisting gene annotation and gene expression analysis, total RNA was extracted from tender leaves, stems, and roots of three different individuals in the same growing stage of <italic>D. nobile</italic> using the RNAprep Pure Plant Kit and genomic DNA contamination was removed using RNase-Free DNase I (both from Tiangen), respectively. The integrity of RNA was evaluated on a 1.0% agarose gel stained with ethidium bromide (EB), and its quality and quantity were assessed using a Qubit2.0 Fluorometer and an Agilent 2,100 Bioanalyzer (Agilent Technologies). As the RNA integrity number (RIN) was greater than 7.0 for all samples, they were used in cDNA library construction and Illumina sequencing. The cDNA library was constructed using the NEBNext Ultra RNA Library Prep Kit for Illumina (NEB) and 3&#xa0;&#x3bc; g RNA per sample, following the manufacturer&#x2019;s recommendations. The PCR products obtained were purified (AMPure XP system) and library quality was assessed on the Agilent Bioanalyzer 2,100 system. Library preparations were sequenced on the Illumina Novaseq6000 sequencer, generating 150-bp paired-end&#x20;reads.</p>
</sec>
<sec id="s2-2">
<title>Genome Assembly</title>
<p>Before genome assembly, genome size and heterozygosity were estimated by Jellyfish v.2.1.4 (<xref ref-type="bibr" rid="B48">Marcais and Kingsford, 2011</xref>) and GenomeScope (<xref ref-type="bibr" rid="B69">Vurture et&#x20;al., 2017</xref>) based on a 17-K-mer distribution. Then, Canu v 2.2 (<xref ref-type="bibr" rid="B35">Koren et&#x20;al., 2017</xref>) was used to correct the Pacbio raw data and assemble the genome with the following parameters: correctedErrorRate &#x3d; 0.035 utgOvlErrorRate &#x3d; 0.065 trimReadsCoverage &#x3d; 2 trimReadsOverlap &#x3d; 500 gridOptions &#x3d; "--mem-per-cpu &#x3d; 5&#xa0;g&#x201d;. Furthermore, pilon v1.22 (--fix bases--mindepth 10&#x20;--minqual 20&#x20;--diploid) (<xref ref-type="bibr" rid="B70">Walker et&#x20;al., 2014</xref>) was used to correct the assembly using the data generated from the MGISEQ-2000 platform. For chromosome-level assembly, the Hi-C reads were filtered by SOAPnuke software (<xref ref-type="bibr" rid="B11">Chen et&#x20;al., 2018</xref>) with the following parameters: -n 0.02; -l 20; -q 0.4; -Q 2; -i; -G; --seqType 1; &#x2013;rmdup. Then, the obtained clean reads were compared with the preassembled contigs using Juicer software (<xref ref-type="bibr" rid="B16">Durand et&#x20;al., 2016</xref>). After filtering the results and removing the misaligned reads, 3D-DNA (<xref ref-type="bibr" rid="B15">Dudchenko et&#x20;al., 2017</xref>) software was used to preliminarily cluster, sequence, and direct the pseudochromosomes. Furthermore, Juicer-box was used to adjust, reset, and cluster the pseudochromosomes, and misassemblies and misjoins were manually corrected based on neighboring interactions. For the evaluation of Hi-C assembly results, the final pseudochromosome assemblies were divided into 150&#xa0;kb bins with equal lengths, and the interaction signals generated by the valid mapped read pairs between each bin were visualized in a heat map. Finally, the completeness and quality of the final assembled genome were evaluated through Benchmarking Universal Single-Copy Ortholog (BUSCO v5.2.2) (<xref ref-type="bibr" rid="B47">Manni et&#x20;al., 2021</xref>)&#x20;tests.</p>
</sec>
<sec id="s2-3">
<title>Genome Annotation</title>
<p>Repetitive sequences are an important part of the genome and are divided into two types: tandem and interspersed repeats. RepeatMasker v4.0.7 and RepeatProteinMask v4.0.7 software (<ext-link ext-link-type="uri" xlink:href="http://www.repeatmasker.org">http://www.repeatmasker.org</ext-link>) were used to identify repetitive sequences based on the RepBase v21.12 database (<ext-link ext-link-type="uri" xlink:href="http://www.girinst.org/repbase">http://www.girinst.org/repbase</ext-link>). For <italic>de novo</italic> prediction, a repetitive sequence database was constructed through RepeatModeler (<ext-link ext-link-type="uri" xlink:href="http://www.repeatmasker.org/RepeatModeler/">http://www.repeatmasker.org/RepeatModeler/</ext-link>) and LTR_FINDER v1.06 (<ext-link ext-link-type="uri" xlink:href="http://tlife.fudan.edu.cn/ltr_finder/">http://tlife.fudan.edu.cn/ltr_finder/</ext-link>). RepeatMasker software was then used to predict the repeat sequences. Tandem Repeats Finder v4.09 (<ext-link ext-link-type="uri" xlink:href="http://tandem.bu.edu/trf/trf.html">http://tandem.bu.edu/trf/trf.html</ext-link>) was used to find tandem repeats in the genome. The repeat-masked genome assembly was used for annotating high-quality protein-coding genes through an integration of homology-based, <italic>de novo</italic>, and transcriptome-based predictions. For homology-based prediction, protein sequences from seven species (<italic>Arabidopsis thaliana</italic>, <italic>Oryza sativa</italic>, <italic>Asparagus officinalis</italic>, <italic>A. shenzhenica</italic>, <italic>Gastrodia elata</italic>, <italic>P. equestris, and Vanilla planifolia</italic>) were used to align the <italic>D. nobile</italic> genome sequences through Genewise v2.4.1 (<xref ref-type="bibr" rid="B4">Birney et&#x20;al., 2004</xref>) (<ext-link ext-link-type="uri" xlink:href="https://www.ebi.ac.uk/Tools/psa/genewise/">https://www.ebi.ac.uk/Tools/psa/genewise/</ext-link>). Then, 5,000 complete genes from the homology-based prediction method were used to produce a training model using the Augustus (<xref ref-type="bibr" rid="B63">Stanke et&#x20;al., 2006</xref>) (<ext-link ext-link-type="uri" xlink:href="http://bioinf.uni-greifswald.de/augustus/">http://bioinf.uni-greifswald.de/augustus/</ext-link>) and SNAP (<xref ref-type="bibr" rid="B28">Johnson et&#x20;al., 2008</xref>) (<ext-link ext-link-type="uri" xlink:href="http://homepage.mac.com/iankorf/">http://homepage.mac.com/iankorf/</ext-link>) software. The RNA sequencing data of <italic>D. nobile</italic> were mapped to the genome sequences through Hisat v2.1.0 and StringTie v1.3.4d (<xref ref-type="bibr" rid="B32">Kim et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B54">Pertea et&#x20;al., 2015</xref>). Finally, Maker v2.31.8 (<xref ref-type="bibr" rid="B23">Holt and Yandell, 2011</xref>) was used to annotate and integrate the results produced by the three methods. BUSCO v5.2.2 (<xref ref-type="bibr" rid="B47">Manni et&#x20;al., 2021</xref>) was used to evaluate the completeness and quality of the gene models.</p>
<p>Functional annotation of the predicted gene models was carried out by Blast v2.2.26 (<xref ref-type="bibr" rid="B1">Altschul, 1990</xref>) software, aligned against the Swissprot (<xref ref-type="bibr" rid="B6">Boeckmann et&#x20;al., 2003</xref>) (<ext-link ext-link-type="uri" xlink:href="http://www.uniprot.org/">http://www.uniprot.org/</ext-link>), TrEMBL (<ext-link ext-link-type="uri" xlink:href="http://www.uniprot.org/">http://www.uniprot.org/</ext-link>), Kyoto Encyclopedia of Genes and Genomes (KEGG) (<ext-link ext-link-type="uri" xlink:href="http://www.genome.jp/kegg/">http://www.genome.jp/kegg/</ext-link>), InterPro (<xref ref-type="bibr" rid="B84">Zdobnov and Apweiler, 2001</xref>) (<ext-link ext-link-type="uri" xlink:href="https://www.ebi.ac.uk/interpro/">https://www.ebi.ac.uk/interpro/</ext-link>), Nr (non-redundant database), KOG (<xref ref-type="bibr" rid="B34">Koonin et&#x20;al., 2004</xref>) (clusters of euKaryotic Orthologous Groups), and Gene Ontology (GO) (<xref ref-type="bibr" rid="B3">Ashburner et&#x20;al., 2000</xref>) databases. For non-coding RNA annotation, tRNAscan-SE 1.3.1 (<xref ref-type="bibr" rid="B44">Lowe and Eddy, 1997</xref>) (<ext-link ext-link-type="uri" xlink:href="http://lowelab.ucsc.edu/tRNAscan-SE/">http://lowelab.ucsc.edu/tRNAscan-SE/</ext-link>) was used to annotate the tRNA sequences. BLASTN was used to search for rRNA. The miRNA and snRNA sequences were predicted by the INFERNAL (<xref ref-type="bibr" rid="B19">Griffiths-Jones, 2004</xref>) (<ext-link ext-link-type="uri" xlink:href="http://infernal.janelia.org/">http://infernal.janelia.org/</ext-link>) software.</p>
</sec>
<sec id="s2-4">
<title>Gene Family Identification</title>
<p>The protein sequences of <italic>D. nobile</italic> and 17 additional angiosperm species (<italic>D. catenatum, D. chrysotoxum, Cymbidium sinense, Amborella trichopoda, Spirodela polyrhiza, A. shenzhenica, A. officinalis, O. sativa, Ananas comosus, Musa acuminata, Phoenix dactylifera, Vitis vinifera, P. equestris, Sorghum bicolor, Populus trichocarpa, A. thaliana,</italic> and <italic>G. elata</italic>) were used for orthologous gene family identification and clustering. BLASTP was used to calculate the similarities between sequence pairs with a cut-off e value of 1e<sup>&#x2212;5</sup>. Finally, OrthoMCL v.2.0.9 (<xref ref-type="bibr" rid="B37">Li et&#x20;al., 2003</xref>) with default parameters was used to cluster the gene families.</p>
</sec>
<sec id="s2-5">
<title>Phylogenetic Tree Construction and Phylogenomic Dating</title>
<p>The protein sequences of each gene family of 313 identified single-copy gene families were aligned by MUSCLE (<xref ref-type="bibr" rid="B17">Edgar, 2004</xref>) (<ext-link ext-link-type="uri" xlink:href="http://www.drive5.com/muscle/">http://www.drive5.com/muscle/</ext-link>). Then, a super-alignment matrix generated from all the alignment results was used for the construction of the phylogenetic tree. Finally, RAxML (<xref ref-type="bibr" rid="B62">Stamatakis, 2014</xref>) was used for the construction of the phylogenetic tree of 18 angiosperm species with the GTRGAMMA model; the bootstrap value was&#x20;1,000.</p>
<p>PAML MCMCTREE (<ext-link ext-link-type="uri" xlink:href="http://abacus.gene.ucl.ac.uk/software/paml.html">http://abacus.gene.ucl.ac.uk/software/paml.html</ext-link>) was used to estimate the divergence time. The following constraints were used for time calibrations: i) the <italic>B. distachyon</italic> and <italic>O. sativa</italic> divergence time [40.0&#x2013;54.0&#xa0;million years (Ma)] (<xref ref-type="bibr" rid="B25">International Brachypodium Initiative, 2010</xref>); ii) the divergence time of <italic>P. trichocarpa</italic> and <italic>A. thaliana</italic> (100.0&#x2013;120.0&#xa0;Ma) (<xref ref-type="bibr" rid="B66">Tuskan et&#x20;al., 2006</xref>); iii) the monocot and eudicot divergence time (lower boundary of 130.0&#xa0;Ma) (<xref ref-type="bibr" rid="B26">Jaillon et&#x20;al., 2007</xref>); and iv) the time of the earliest-diverging angiosperms (&#x3c;200.0&#xa0;Ma) (<xref ref-type="bibr" rid="B46">Magall&#xf3;n et&#x20;al., 2013</xref>).</p>
</sec>
<sec id="s2-6">
<title>Whole-Genome Duplication and Collinearity Analysis</title>
<p>The <italic>K</italic>s distribution was used to infer whole-genome duplication (WGD) events in <italic>D. nobile</italic> based on paralogous gene pairs and the divergence between species based on orthologues. MCscanX v1.5.2 (<xref ref-type="bibr" rid="B74">Wang et&#x20;al., 2012</xref>) was used to find the collinear regions. BLASTP was used to search for putative paralogous genes in each collinear region within <italic>D. nobile</italic> and orthologous genes between <italic>D. nobile</italic> and <italic>D. chrysotoxum</italic>, <italic>D. nobile</italic> and <italic>V. planifolia</italic>, and <italic>D. nobile</italic> and <italic>C. sinense</italic>. Furthermore, Codeml, in the PAML package (<xref ref-type="bibr" rid="B81">Yang, 1997</xref>) was used with the F3X4 model to calculate the <italic>Ks</italic> value of each gene&#x20;pair.</p>
<p>For further analysis of the features of collinear regions, MCscan (<ext-link ext-link-type="uri" xlink:href="https://zenodo.org/record/31631">https://zenodo.org/record/31631&#x23;.XpkUyTOeask</ext-link>) was used to find the collinear regions between <italic>D. nobile</italic> and <italic>D. chrysotoxum</italic>, <italic>D. nobile</italic> and <italic>V. planifolia</italic>, and <italic>D. nobile</italic> and <italic>C. sinense</italic>.</p>
</sec>
<sec id="s2-7">
<title>Expansion and Contraction of Gene Families</title>
<p>Based on the gene families clustered by OrthoMCL (<xref ref-type="bibr" rid="B37">Li et&#x20;al., 2003</xref>), we filtered the gene families with a number higher than 200 in one species and lower than 2 in other species. CAF&#xc9; software (<xref ref-type="bibr" rid="B13">De Bie et&#x20;al., 2006</xref>) (<ext-link ext-link-type="uri" xlink:href="http://sourceforge.net/projects/cafehahnlab/">http://sourceforge.net/projects/cafehahnlab/</ext-link>) was used to determine the expansion and contraction of orthologous gene families combined with divergence&#x20;times.</p>
</sec>
<sec id="s2-8">
<title>Gene Family Analysis of the Biosynthesis of Bioactive Components</title>
<p>All the genes or gene families in the biosynthesis pathways of polysaccharides and alkaloids were identified by HMM or BLASTP searches. The HMM profiles (PF01128.20 for <italic>CMS</italic> genes, PF01264.22 for <italic>CS</italic> genes, PF13292.7 for <italic>DXS</italic> genes, PF02401.19 for <italic>HDR</italic> genes, PF04551.15 for <italic>HDS</italic> genes, PF08540.11 and PF01154.18 for <italic>HMGS</italic> genes, PF00288.27 for <italic>PMK</italic> genes, PF00275.21 for <italic>SHKG</italic> genes, PF01202.23 for <italic>SK</italic> genes, and PF03088.17 for <italic>STR</italic> genes) were downloaded from Pfam (<ext-link ext-link-type="uri" xlink:href="http://pfam.xfam.org/">pfam.xfam.org/</ext-link>), and the query sequences for the BLASTP methods were mostly from homologous genes of <italic>Arabidopsis</italic>, except for the <italic>SKDH</italic> genes from <italic>Pisum sativum</italic> (<xref ref-type="bibr" rid="B77">Weeden, 2018</xref>) and <italic>DHQS</italic> genes from tomatoes (<xref ref-type="bibr" rid="B5">Bischoff et&#x20;al., 1996</xref>). After the candidate homologs were obtained, MAFFT (<xref ref-type="bibr" rid="B30">Katoh and Standley, 2013</xref>) and PhyML (<xref ref-type="bibr" rid="B20">Guindon et&#x20;al., 2005</xref>) software were used for sequence alignment and phylogenetic tree construction, respectively.</p>
</sec>
<sec id="s2-9">
<title>
<italic>TPS</italic> and <italic>CYP450</italic> Gene Family Identification</title>
<p>The HMM profiles for PF01397 (Terpene_synth) and PF03936 (Terpene_synth_C) were downloaded from Pfam (<ext-link ext-link-type="uri" xlink:href="http://pfam.xfam.org/">pfam.xfam.org/</ext-link>), and two profiles were used to carry out HMM searches against the protein database for six species (<italic>D. nobile</italic>, <italic>D. chrysotoxum</italic>, <italic>D. catenatum</italic>, <italic>P. equestris</italic>, <italic>A. shenzhenica</italic>, and <italic>A. thaliana</italic>). These sequences were then manually checked, and the sequences with at least one of these domains were retained. The retained amino acid sequences were aligned using MAFFT (<xref ref-type="bibr" rid="B30">Katoh and Standley, 2013</xref>). Then, the aligned amino acids were used for phylogenetic tree construction by PhyML (<xref ref-type="bibr" rid="B20">Guindon et&#x20;al., 2005</xref>). The tree was generated by the maximum likelihood method based on the Jones-Taylor-Thornton (JTT) matrix-based model (<xref ref-type="bibr" rid="B29">Jones et&#x20;al., 1992</xref>) and the bootstrap method for phylogeny tests with 1,000 replications. The HMM profiles for PF00067.23 (CYP450) were downloaded from Pfam (<ext-link ext-link-type="uri" xlink:href="http://pfam.xfam.org/">pfam.xfam.org/</ext-link>). HMM searches were used to obtain the homologs in the protein database for seven species (<italic>D. nobile</italic>, <italic>D. chrysotoxum</italic>, <italic>D. catenatum</italic>, <italic>P. equestris</italic>, <italic>A. shenzhenica</italic>, <italic>A. thaliana</italic>, and <italic>O. sativa</italic>). The next steps were the same as those for <italic>TPS</italic> gene family identification, except for the rice genome. The identified <italic>CYP450</italic> genes in <italic>A. thaliana</italic> and <italic>O. sativa</italic> in this study were further confirmed with the <italic>Arabidopsis</italic> Cytochrome P450 database (<ext-link ext-link-type="uri" xlink:href="http://www.p450.kvl.dk/At_cyps/family.shtml">http://www.p450.kvl.dk/At_cyps/family.shtml</ext-link>) and rice (<xref ref-type="bibr" rid="B78">Wei and Chen, 2018</xref>). All gene expression analyses were carried out using Salmon v1.3.0 (<xref ref-type="bibr" rid="B53">Patro, et&#x20;al., 2017</xref>) with the default settings.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Genome Sequencing and Genomic Characteristics</title>
<p>
<italic>D. nobile</italic> (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>) has a karyotype of 2<italic>N</italic>&#x20;&#x3d; 2X &#x3d; 38 (<xref ref-type="bibr" rid="B88">Zheng et&#x20;al., 2018</xref>). For estimating the <italic>D. nobile</italic> genome size, a total of 130.62&#x00A0;Gb of raw data with 300-400&#x00A0;bp insert libraries were generated by MGISEQ-2000 sequencing and 122.52&#x00A0;Gb of clean data was obtained after data filtering (<xref ref-type="sec" rid="s11">Supplementary Table S1</xref>). The estimated genome size was 1.16&#xa0;Gb, with 1.35% heterozygosity based on <italic>K-mer</italic> analysis (<xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>). To obtain the assembly, 96.91&#xa0;Gb (coverage of 83.54&#x00D7;) of PacBio sequencing data and 5.19 million subreads with an N50 read length of 21.4&#xa0;kb was generated (<xref ref-type="sec" rid="s11">Supplementary Table S1</xref>). Based on the PacBio and MGISEQ-2000 sequencing data, we then used 245.48&#xa0;Gb of raw data from a Hi-C library (<xref ref-type="sec" rid="s11">Supplementary Table S1</xref>) to reconstruct physical maps by recoding and clustering the assembled scaffolds into 19 pseudochromosomes, which represented the 19 chromosomes in the haploid genome of <italic>D. nobile</italic> (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>; <xref ref-type="sec" rid="s11">Supplementary Table S2</xref>). Finally, 211.34&#xa0;Gb of clean data was produced using the data filtering. After the Hi-C analysis, 1,192,377,146&#xa0;bp sequences were mapped to 19 pseudochromosomes, accounting for 99.45% of the raw assembly (1.19&#xa0;Gb). The length of the 19 pseudochromosomes ranged from 37.78 to 95.36&#xa0;Mb, with a scaffold N50 value of 64.46&#xa0;Mb (<xref ref-type="table" rid="T1">Table 1</xref>; <xref ref-type="sec" rid="s11">Supplementary Tables S2, S3</xref>). Furthermore, BUSCO estimation indicated that the completeness of the gene set of the assembled genome was 96.22%, while mapping short reads back to the assembly indicated that the completeness was 98.82% (<xref ref-type="sec" rid="s11">Supplementary Tables S4, S5</xref>). The chromatin interaction data showed a high level of chromatin interaction between linked sequences and low chromatin interaction between non-linked sequences, suggesting the high quality of the Hi-C assembly (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Genome assembly statistics.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Assembly size (bp)</th>
<th align="center">1,199,116,975</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">GC Content (%)</td>
<td align="center">35</td>
</tr>
<tr>
<td align="left">Number of scaffolds</td>
<td align="center">57</td>
</tr>
<tr>
<td align="left">Longest scaffold (bp)</td>
<td align="center">95,358,005</td>
</tr>
<tr>
<td align="left">Contig N50 (bp)</td>
<td align="center">1,618,306</td>
</tr>
<tr>
<td align="left">Scaffold N50 (bp)</td>
<td align="center">64,459,299</td>
</tr>
<tr>
<td align="left">Sequence in chromosomes (%)<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
<td align="center">99.45</td>
</tr>
<tr>
<td align="left">Complete BUSCOs (%)</td>
<td align="center">96.22%</td>
</tr>
<tr>
<td align="left">Mapping statistics of short reads</td>
<td align="center">98.82</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>a</label>
<p>Sequences in the 19 described pseudochromosomes.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The plant of <italic>Dendrobium nobile</italic>.</p>
</caption>
<graphic xlink:href="fgene-13-844622-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The genome features of <italic>Dendrobium nobile</italic>. <bold>(A)</bold> Chromosomes. <bold>(B)</bold> LTR Gypsy density. <bold>(C)</bold> LTR Copia density. <bold>(D)</bold> DNA transposon density. <bold>(E)</bold> Gene density. <bold>(F)</bold> Coverage of second-generation data. <bold>(G)</bold> GC content within sliding windows of 500&#xa0;kb.</p>
</caption>
<graphic xlink:href="fgene-13-844622-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Intensity signal heat map of the Hi-C chromosome. A higher value on the scale bar indicates a higher contact frequency.</p>
</caption>
<graphic xlink:href="fgene-13-844622-g003.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Gene Prediction and Annotation</title>
<p>A total of 29,476&#x20;protein-coding genes were annotated in <italic>D. nobile</italic> (<xref ref-type="sec" rid="s11">Supplementary Table S6</xref>). Among them, 98.28% of &#x2265;50% CD regions overlapped based on homolog or <italic>de novo</italic> data (<xref ref-type="sec" rid="s11">Supplementary Table S7</xref>), with 93.43% exhibiting high completeness (<xref ref-type="sec" rid="s11">Supplementary Table&#x20;S8</xref>).</p>
<p>The average lengths of genes and introns in <italic>D. nobile</italic> were similar to those in other orchid species, except for <italic>A. shenzhenica</italic> (<xref ref-type="bibr" rid="B85">Zhang et&#x20;al., 2017</xref>), and much higher than those in most other angiosperms (<xref ref-type="bibr" rid="B85">Zhang et&#x20;al., 2017</xref>; <xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>). This suggests that the gene length is positively correlated with the intron length, and that genes and introns in orchids except for <italic>A. shenzhenica</italic> have a longer average length, which may be a unique characteristic. Furthermore, 76 microRNAs, 386 transfer RNAs, 958 ribosomal RNAs, and 457 small nuclear RNAs were identified in the <italic>D. nobile</italic> genome (<xref ref-type="sec" rid="s11">Supplementary Table&#x20;S9</xref>).</p>
<p>In this study, it was estimated that 61.07% of the <italic>D. nobile</italic> genome consisted of repetitive sequences (<xref ref-type="sec" rid="s11">Supplementary Table S10</xref>), similar to the 62% in <italic>P. equestris</italic> and 62.81% in <italic>D. chrysotoxum</italic>, and lower than the 78.1% in <italic>D. catenatum</italic> (<xref ref-type="bibr" rid="B7">Cai et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B86">Zhang et&#x20;al., 2016</xref>). Furthermore, the notably higher percentage of repeats predicted by the <italic>de novo</italic> method compared to the homology-based search method indicates that <italic>D. nobile</italic> has many characteristic repeats (<xref ref-type="sec" rid="s11">Supplementary Table S10</xref>). Among these elements, long terminal repeats (LTRs) accounted for 51.31% of the genome (<xref ref-type="sec" rid="s11">Supplementary Table S11</xref>), similar to the 53.15% in <italic>D. chrysotoxum</italic> and higher than the 46% in <italic>D. catenatum</italic>, 46.47% in <italic>P. equestris</italic>, and 22.06% in <italic>A. shenzhenica</italic> (<xref ref-type="bibr" rid="B86">Zhang et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B85">Zhang et&#x20;al., 2017</xref>).</p>
<p>In addition, 27,765 (94.20%) predicted genes were functionally annotated (<xref ref-type="sec" rid="s11">Supplementary Table S12</xref>). Among them, 27.601 (93.64%) and 25,870 (87.77%) genes were annotated to the Nr and TrEMBL databases, respectively, (<xref ref-type="sec" rid="s11">Supplementary Table S14</xref>). The number of annotated genes was 24,044 (81.57%), 20,215 (68.58%), and 19,855 (67.36%) in the Interpro, KEGG, and Swissprot databases, respectively (<xref ref-type="sec" rid="s11">Supplementary Table&#x20;S12</xref>).</p>
</sec>
<sec id="s3-3">
<title>Evolution of Gene Families</title>
<p>For the phylogenetic relationship and divergence times among different plant species, a high-confidence phylogenetic tree and the estimated divergence times of 18 different plant species based on genes extracted from a total of 313&#x20;single-copy families were constructed (<xref ref-type="sec" rid="s11">Supplementary Figures S3, S4</xref>; <xref ref-type="sec" rid="s11">Supplementary Table S13</xref>). As expected, <italic>D. nobile</italic>, <italic>D. catenatum</italic>, and <italic>D. chrysotoxum</italic> were sisters to <italic>P. equestris</italic>, forming an Epidenroideae clade. <italic>G. elata</italic> and <italic>A. shenzhenica</italic> were located at the base of the Orchidaceae branches (<xref ref-type="sec" rid="s11">Supplementary Figure S4</xref>). The estimated Orchidaceae divergence time was 113.3 (104.3&#x2013;121.0) Mya, the divergence time of the subfamily Apostasioideae was 76.4 (61.1&#x2013;90.8) Mya, and the divergence time between <italic>D. nobile</italic> and <italic>P. equestris</italic> was 41.7 (29.2&#x2013;54.9) Mya (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>). Finally, <italic>D. chrysotoxum</italic> appeared at 11.9 (6.5&#x2013;18.1) Mya, and the divergence time between <italic>D. nobile</italic> and <italic>D. catenatum</italic> was 5.6 (2.9&#x2013;8.6) Mya. Then, the expansion and contraction of orthologous gene families were determined. According to the results (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>), 110 gene families were expanded in the lineage leading to the Orchidaceae, whereas 1,566 gene families were contracted. Furthermore, 595 gene families expanded and 321 gene families contracted, leading to the <italic>Dendrobium</italic> genus. In <italic>D. nobile,</italic> 859 gene families were expanded compared with 417 in <italic>D. catenatum</italic>, 721 in <italic>D. chrysotoxum</italic>, and 872 in <italic>P. equestris</italic>. For the contracted gene families, 325 gene families were contracted in <italic>D. nobile</italic> compared with 1,010 in <italic>D. catenatum</italic>, 1,510 in <italic>D. chrysotoxum</italic>, and 900 in <italic>P. equestris</italic>. In the <italic>D. nobile</italic> clade, 859 gene families were expanded, including 3,134 genes, and 325 gene families were contracted, including 213 genes. To further investigate the functions of the expanded gene families and their species specificity, KEGG enrichment analysis was conducted for the expanded gene families. The KEGG term &#x201c;Biosynthesis of other secondary metabolites&#x201d; was found to be the most significantly enriched, and contained the most genes (<xref ref-type="sec" rid="s11">Supplementary Table S14</xref>). This may be related to the synthesis of specific medicinal ingredients in <italic>D. nobile</italic>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Divergence time among 19 species.</p>
</caption>
<graphic xlink:href="fgene-13-844622-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Expansion and contraction of gene families. The green and red numbers are the numbers of expanded and contracted gene families, respectively.</p>
</caption>
<graphic xlink:href="fgene-13-844622-g005.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>Whole-Genome Duplication and Synteny Analysis</title>
<p>To detect the occurrence of WGDs in <italic>D. nobile</italic>, the <italic>Ks</italic> distribution pattern of paralogous genes in collinear regions was analyzed. There were two peaks, and the <italic>Ks</italic> values were 0.8 and 1.5 (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>), suggesting the occurrence of two recent WGD events in <italic>D. nobile</italic>. To determine the time of the two WGD events, the <italic>Ks</italic> distribution of the homologous genes between <italic>D. nobile</italic> and <italic>P. equestris</italic>, <italic>A. shenzhenica</italic>, <italic>D. chrysotoxum</italic>, and <italic>G. elata</italic> was further analyzed<italic>.</italic> The most recent WGD event in <italic>D. nobile</italic> (<italic>Ks</italic> &#x3d; 0.8) occurred before the divergence between <italic>D. nobile</italic> and <italic>A. shenzhenica</italic>, suggesting that the WGD events were shared among all extant orchids (Zhang et&#x20;al<italic>.</italic>, 2017). The second recent WGD event in <italic>D. nobile</italic> (<italic>Ks</italic> &#x3d; 1.5) was shared with most monocots (<xref ref-type="bibr" rid="B85">Zhang et&#x20;al., 2017</xref>). For the collinear regions, the syntenic relationships among <italic>D. nobile</italic>, <italic>V. planifolia</italic>, <italic>C. sinense</italic>, and <italic>D. chrysotoxum</italic> were further analyzed. There were 25,166 collinear gene pairs located in 1,404 collinear regions between <italic>D. nobile</italic> and <italic>V. planifolia.</italic> 31,498 collinear gene pairs located in 120 collinear regions between <italic>D. nobile</italic> and <italic>D. chrysotoxum</italic>, and 30,650 collinear gene pairs located in 430 collinear regions between <italic>D. nobile</italic> and <italic>C. sinense</italic> (<xref ref-type="sec" rid="s11">Supplementary Figures S5&#x2013;S7</xref>; <xref ref-type="sec" rid="s11">Supplementary Table&#x20;S15</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Distribution of <italic>Ks</italic> of the whole paranome of <italic>Dendrobium nobile</italic>. The <italic>Ks</italic> distribution of paralogues in the <italic>D. nobile</italic> genome is shown in the gray histogram and gray density curve. The other density curves show the <italic>Ks</italic> distribution of orthologous genes between <italic>D. nobile</italic> and <italic>Phalaenopsis equestris</italic>, <italic>D. nobile</italic> and <italic>Apostasia shenzhenica</italic>, <italic>D. nobile</italic> and <italic>Dendrobium chrysotoxum</italic>, and <italic>D. nobile</italic>, and <italic>Gastrodia&#x20;elata</italic>.</p>
</caption>
<graphic xlink:href="fgene-13-844622-g006.tif"/>
</fig>
</sec>
<sec id="s3-5">
<title>Genes in the Polysaccharide Biosynthesis Pathway</title>
<p>The key genes encoding enzymes in the potential polysaccharide synthesis pathway were identified in <italic>D. nobile</italic>, <italic>D. catenatum</italic>, <italic>D. chrysotoxum</italic>, <italic>A. shenzhenica</italic>, <italic>P. equestris</italic>, and <italic>A. thaliana</italic> (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>; <xref ref-type="sec" rid="s11">Supplementary Table S16</xref>). All six gene families were multigene families. There were seven alkaline/neutral invertase (<italic>NI</italic>) genes, two <italic>PGM</italic> genes, three <italic>SPS</italic> genes, four <italic>SUS</italic> genes, two <italic>UGP</italic> genes, and five <italic>UGE</italic> genes in <italic>D. nobile</italic>. Based on the phylogenetic analysis, these gene families could be further divided into several branches. The number of genes in different branches among these species varied greatly, especially those in the <italic>NI</italic>, <italic>PGM</italic>, and <italic>UGE</italic> gene families (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>, in red font). The number of <italic>NI</italic> genes in the cytosolic branch, mitochondria branch, and chloroplastic branch of <italic>D. nobile</italic> was five, two, and one, respectively, compared with seven, one, and one in <italic>D. chrysotoxum</italic>, respectively, and three, three, and one in <italic>D. catenatum</italic>, respectively (<xref ref-type="sec" rid="s11">Supplementary Table S17</xref>). For <italic>PGM</italic> genes, one gene in <italic>D. nobile</italic> was clustered into the pPGM branch, and one gene were divided into the cPGM branch (<xref ref-type="sec" rid="s11">Supplementary Table S16</xref>). Interestingly, there were five <italic>PGM</italic> genes of <italic>D. chrysotoxum</italic> on the cPGM branch and one gene on the pPGM branch (<xref ref-type="sec" rid="s11">Supplementary Table S16</xref>). There were five and zero members divided into group 1 and group 2 in the <italic>UGE</italic> gene family, respectively, while there were one to two different values among other species (<xref ref-type="sec" rid="s11">Supplementary Table S16</xref>). The gene number variations in different branches of each gene family may be related to the different amounts and constituent polysaccharides among <italic>Dendrobium</italic> species. Furthermore, for the SPS4F branch in the <italic>SPS</italic> gene family, three homologous genes were identified in three <italic>Dendrobium</italic> species, and no genes were found in other orchid species (<italic>A. shenzhenica</italic> and <italic>P. equestris</italic>), suggesting a <italic>Dendrobium</italic>-specific gene (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>, in green font; <xref ref-type="sec" rid="s11">Supplementary Table S16</xref>). The gene expression patterns in different tissues of the three <italic>Dendrobium</italic> species were also analyzed, but most were not significantly different among tissues.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Genes in the polysaccharide synthesis pathway in <italic>Dendrobium nobile</italic>, adapted from Wang (<xref ref-type="bibr" rid="B76">Wang et&#x20;al., 2020</xref>). Hydrolysis or hydrolysis-derived reactions could generate monosaccharides, such as mannose, glucose, and galactose. These monosaccharides are also the basic building blocks and repeating units for synthesizing polysaccharides. Genes in red indicate gene copy number variation among <italic>D. nobile</italic>, <italic>Dendrobium catenatum</italic>, <italic>Dendrobium chrysotoxum</italic>, <italic>Phalaenopsis equestris</italic>, <italic>Apostasia shenzhenica</italic>, and <italic>Arabidopsis thaliana</italic>. Genes in green are <italic>Dendrobium-</italic>specific. The dashed lines indicate multiple&#x20;steps.</p>
</caption>
<graphic xlink:href="fgene-13-844622-g007.tif"/>
</fig>
</sec>
<sec id="s3-6">
<title>Genes Upstream of the Alkaloid Biosynthesis Pathway</title>
<p>To determine the genetic variation of the alkaloid biosynthesis pathway, all key genes (20 genes or gene families) upstream of the alkaloid biosynthesis pathway were identified among three <italic>Dendrobium</italic> species (<italic>D. nobile</italic>, <italic>D. catenatum</italic>, and <italic>D. chrysotoxum</italic>) and three other species (<italic>A. shenzhenica</italic>, <italic>P. equestris</italic>, and <italic>A. thaliana</italic>) (<xref ref-type="sec" rid="s11">Supplementary Table S17</xref>)). Most were single-copy genes, except for the <italic>DHS</italic>, <italic>DXS</italic>, and <italic>HMGR</italic> gene families. Interestingly, no <italic>SKDH</italic>, <italic>HMGR</italic>, or <italic>MVD</italic> genes were found in <italic>D. chrysotoxum</italic>, which hinted at a significant variation in genes or the possibility of alternative pathways playing a dominant role in this process. The gene expression patterns in different tissues among the three <italic>Dendrobium</italic> species were also determined. Three genes or gene families in the shikimate pathway exhibited higher expression in stems than in leaves: <italic>Dnobile10G00647.1 (DHS)</italic>, <italic>Dnobile17G01430.1 (DHS)</italic>, <italic>Dnobile08G00887.1 (DHQS)</italic>, and <italic>Dnobile02G00904.1 (DHD-SKDH)</italic> (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>, red five-pointed star; <xref ref-type="sec" rid="s11">Supplementary Figure S8</xref>). The <italic>Dnobile08G00649.1 (HMGS)</italic> and <italic>Dnobile01G00682.1</italic> (<italic>MVD</italic>) genes in the MVA pathway also had higher expression in stems (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>, red five-pointed star). All genes in the MEP pathway were expressed equally in stems and leaves. For <italic>D. chrysotoxum</italic>, most genes had higher expression in leaves than in stems (<xref ref-type="sec" rid="s11">Supplementary Figure S9</xref>), such as <italic>Guchui-Maker62728</italic> (<italic>DHS</italic>), <italic>Guchui-Maker69398</italic> (<italic>DXR</italic>), <italic>Guchui-Maker111118</italic> (<italic>MCS</italic>), <italic>Guchui-Maker68853</italic> (<italic>HDS</italic>), and <italic>Guchui-Maker109159</italic> (<italic>HDR</italic>). For <italic>STR</italic> genes, <italic>Dnobile14G00298.1</italic> (STR12/13) was mainly expressed in stems (<xref ref-type="sec" rid="s11">Supplementary Figure S10</xref>), while other members mainly low or equally expression between the two tissues. Interestingly, <italic>Guchui-Maker98640</italic> (STR9) was mainly expressed in stems, and <italic>Guchui-Maker96976</italic> (STR10) was mainly expressed in leaves (<xref ref-type="sec" rid="s11">Supplementary Figure S10</xref>). Dendrobine is mainly produced in the stems of <italic>D. nobile</italic> (<xref ref-type="bibr" rid="B40">Li et&#x20;al., 2019</xref>) and is rare in <italic>D. chrysotoxum</italic>. These opposite gene expression patterns may be related to the difference between <italic>D. nobile</italic> and <italic>D. chrysotoxum</italic> in terms of alkaloid (dendrobine) biosynthesis.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Genes upstream of the alkaloid biosynthesis pathway in <italic>Dendrobium nobile,</italic> adapted from Pu (<xref ref-type="bibr" rid="B55">Pu et&#x20;al., 2021</xref>) and Wang (<xref ref-type="bibr" rid="B76">Wang et&#x20;al., 2020</xref>). In the methylerythritol phosphate (MEP) pathway, there are seven consecutive steps catalyzed by the following enzymes: DXS, 1-deoxy-D-xylulose 5-phosphate (DXP) synthase; DXR, DXP-reductoisomerase; MCT, 2-C-methyl-D-erythritol 4-phosphate cytidylyltransferase; CMK, 4-(cytidine 5&#x2032;-diphospho)-2-C-methyl-D-erythritol kinase; MDS, 2-C-methyl-D-erythritol 2,4-cyclodiphosphate synthase; HDS, 4-hydroxy-3-methylbut-2-enyldiphosphate (HMBPP) synthase; and HDR, HMBPP reductase. The mevolonate (MVA) pathway contains ACCT, acetyl-coenzyme A (CoA) <italic>C</italic>-acetyltransferase; HMGS, HMG-CoA synthase; HMGR, HMG-CoA reductase; MVK, mevalonic acid kinase; PMK, phosphomevalonate kinase; and MVD, mevalonate-5-diphosphate decarboxylase. The shikimate pathway contains DHS, 3-dexoy-7-phosphoheptulonate synthase; DHQS, 3-dehydroquinate synthase; DHD, 3-dehydroquinate dehydratase; SKDH, shikimate dehydrogenase; SK, shikimate kinase; SHKG, 3-phosphoshikimate 1-carboxyvinyltransferase; and CS, chorismate synthase. The red five-pointed stars show higher gene expression in stems than in leaves. The dashed lines indicate multiple&#x20;steps.</p>
</caption>
<graphic xlink:href="fgene-13-844622-g008.tif"/>
</fig>
</sec>
<sec id="s3-7">
<title>
<italic>TPS</italic> Gene Family and Dendrobine Biosynthesis</title>
<p>Dendrobine, a sesquiterpenoid alkaloid, is the dominant type of alkaloid in <italic>D. nobile</italic>. TPSs catalyze the biosynthesis of sesquiterpenes (C15) using farnesyl diphosphate (FPP) as a substrate (<xref ref-type="bibr" rid="B49">McGarvey and Croteau, 1995</xref>). <italic>TPSs</italic> may have originated from isoprenyl diphosphate synthase genes, which are involved in dendrobine biosynthesis (<xref ref-type="bibr" rid="B27">Jiang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B76">Wang et&#x20;al., 2020</xref>). <italic>CrGES</italic> (a gene encoding geraniol synthase that is present in <italic>Catharanthus roseus</italic>, and is the homologue of <italic>TPS02</italic>) and <italic>TPS21</italic> genes are involved in dendrobine biosynthesis (<xref ref-type="bibr" rid="B36">Kuang et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B76">Wang et&#x20;al., 2020</xref>).</p>
<p>In this study, 51&#x20;<italic>TPS</italic> genes were identified in <italic>D. nobile</italic>, which was more than the 48 identified in <italic>D. chrysotoxum</italic> and the 42 identified in <italic>D. catenatum</italic> (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>). The number of <italic>TPS</italic> genes in <italic>Dendrobium</italic> was much higher than that in <italic>A. shenzhenica</italic> and <italic>P. equestris</italic>, which indicated a relationship with dendrobine biosynthesis. The <italic>TPS</italic> gene family was divided into five subfamilies, TPS-a, TPS-b, TPS-c, TPS-e/f, and TPS-g, and the TPS-b subfamily was further clustered into TPS-b-I, TPS-b-II, and TPS-b-III. The TPS-a and TPS-b subfamilies showed different evolutionary patterns between monocots and dicots. Interestingly, there were 21, 16, and 17&#x20;TPS-a genes in <italic>D. nobile</italic>, <italic>D. chrysotoxum</italic>, and <italic>D. catenatum</italic>, respectively. As the TPS-a subfamily encodes only sesqui-TPSs (<xref ref-type="bibr" rid="B27">Jiang et&#x20;al., 2019</xref>), a higher number of TPS-a genes in <italic>D. nobile</italic> may be an important factor in the higher production of dendrobine compared with other <italic>Dendrobium</italic> species (<xref ref-type="bibr" rid="B40">Li et&#x20;al., 2019</xref>). Based on gene expression pattern analysis, genes of the TPS-a subfamily were mainly expressed in the stem (<xref ref-type="sec" rid="s11">Supplementary Figure S11</xref>), which further confirmed that these genes contributed to the production of more dendrobine in <italic>D. nobile</italic> through the existence of more genes with higher expression in the stems. Furthermore, the gene numbers of TPS-b-II and TPS-b-III were three and 13 in <italic>D. nobile</italic>, respectively, compared with four and 10 in <italic>D. catenatum</italic>, respectively, while the numbers were 14 and seven in <italic>D. chrysotoxum</italic>, respectively. There were several <italic>TPS</italic> genes with higher expression in the leaves than in the stem (<xref ref-type="sec" rid="s11">Supplementary Figure S11</xref>), such as <italic>Dnobile18G01782.1</italic>, <italic>Dnobile18G01781.1</italic>, <italic>Dnobile18G01775.1</italic>, and <italic>Dnobile18G01780.1</italic>. As the TPS-b subfamily encoding monoTPSs (<xref ref-type="bibr" rid="B27">Jiang et&#x20;al., 2019</xref>), the opposite distribution and gene expression pattern may have contributed to the differences in the amounts and constitution of alkaloids between <italic>D. nobile</italic> and <italic>D. chrysotoxum</italic> in different tissues.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Analysis of terpene synthase (TPS) genes in <italic>Dendrobium nobile</italic>. Phylogenetic analysis of TPS genes in <italic>D. nobile</italic>, <italic>Dendrobium chrysotoxum</italic>, <italic>Dendrobium catenatum</italic>, <italic>Apostasia shenzhenica</italic>, <italic>Arabidopsis thaliana</italic>, and <italic>Phalaenopsis equestris.</italic> Dnobile, <italic>D. nobile</italic>; Ash, <italic>A. shenzhenica</italic>; Guchui-Maker, <italic>D. chrysotoxum</italic>; Dca, <italic>D. catenatum</italic>; Peq, <italic>P. equestris</italic>; AT, <italic>A. thaliana</italic>.</p>
</caption>
<graphic xlink:href="fgene-13-844622-g009.tif"/>
</fig>
</sec>
<sec id="s3-8">
<title>
<italic>CYP450</italic> Gene Family and Dendrobine Biosynthesis</title>
<p>Cytochrome P450 monooxygenases (CYP450s) are integral components in terpenoid and alkaloid pathways (<xref ref-type="bibr" rid="B60">Schuler, 2015</xref>). Biosynthetic CYP450s in these pathways can be considered organism-specific (<xref ref-type="bibr" rid="B60">Schuler, 2015</xref>). In this study, all the <italic>CYP450</italic> genes were identified in three <italic>Dendrobium</italic> species (<italic>D. nobile</italic>, <italic>D. chrysotoxum</italic>, and <italic>D. catenatum</italic>), two other orchid species (<italic>P. equestris</italic> and <italic>A. shenzhenica</italic>), <italic>A. thaliana</italic>, and rice. There were 123, 170, 228, 257, and 210 CYP450 gene members in <italic>A. shenzhenica</italic>, <italic>P. equestris</italic>, <italic>D. nobile</italic>, <italic>D. chrysotoxum</italic>, and <italic>D. catenatum</italic>, respectively. The number of genes in <italic>Dendrobium</italic> species was much higher than that in <italic>P. equestris</italic> and <italic>A. shenzhenica</italic>, mainly because of tandem gene duplication (<xref ref-type="sec" rid="s11">Supplementary Figure&#x20;S12</xref>).</p>
<p>CYP450 families are grouped into the 10 plant CYP450 clans (<xref ref-type="bibr" rid="B51">Nelson et&#x20;al., 2004</xref>), and many duplications and divergence events, such as chemical defense pathways in particular plants or groups of plants, occur mainly in the expanded multiple-family clans. The species-specific synthesis and catabolism pathways of terpenoids are mainly caused by gene neofunctionalizations within the CYP85 clan (<xref ref-type="bibr" rid="B60">Schuler, 2015</xref>). In this study, the differences in CYP450 genes among species were also mainly detected in the CYP85 clan. The CYP720 subfamily, which mediates the oxygenation of monoterpenes (myrcene and pinenes), sesquiterpenes (farnesene), and diterpenes (abietadienol and abietic acid) (<xref ref-type="bibr" rid="B58">Ro et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B89">Zulak and Bohlmann, 2010</xref>; <xref ref-type="bibr" rid="B22">Hamberger et&#x20;al., 2011</xref>), was only identified in dicots in a previous study (<xref ref-type="bibr" rid="B78">Wei and Chen, 2018</xref>). In this study, the orthologous genes of <italic>CYP720</italic> in orchids were identified (<xref ref-type="sec" rid="s11">Supplementary Figure S12</xref>, red). Differences among CYP85 clans may involve the dendrobine signaling pathway in <italic>D. nobile</italic>.</p>
<p>Furthermore, other differences in orchid-specific related traits in CYP450 genes were also identified. CYP78 is involved in regulating organ size and cell proliferation (<xref ref-type="bibr" rid="B50">Nagasawa et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B73">Wang X. et&#x20;al., 2015</xref>). More genes expanded by tandem duplication were found in <italic>Dendrobium</italic> species (<xref ref-type="sec" rid="s11">Supplementary Figure S12</xref>, pink), such as <italic>Dnobile03G00500.1</italic>, <italic>Dnobile03G00501.1</italic>, and <italic>Dnobile03G00502.1</italic> in <italic>D. nobile</italic>, <italic>GuChui-Maker69281</italic>, <italic>GuChui-Maker69269</italic>, <italic>GuChui-Maker69278</italic>, <italic>GuChui-Maker23937</italic>, and <italic>GuChui-Maker23933</italic> in <italic>D. chrysotoxum</italic>, which may be involved in the formation of large capsules and swollen stems. CYP715, as a single gene family, plays a role as a key regulator in flower maturation, synchronizing petal expansion, and volatile emission in <italic>Arabidopsis</italic> (<xref ref-type="bibr" rid="B43">Liu et&#x20;al., 2015</xref>). Interestingly, there were two to three CYP715 homologous genes in three <italic>Dendrobium</italic> species and <italic>P. equestris</italic> (<xref ref-type="sec" rid="s11">Supplementary Figure S12</xref>, blue), indicating that gene expansion occurred in the Epidendroideae subfamily, potentially as a result of floral development.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>To date, three <italic>Dendrobium</italic> species recorded in the Chinese Pharmacopoeia (2020 Edition) have had their complete genome sequenced. The chromosome-level genome assembly of <italic>D. nobile</italic> should be helpful for further functional research as the model of dendrobine biosynthesis in <italic>Dendrobium</italic>. As one of the most important medicinal plants in traditional Chinese medicine, <italic>D. nobile</italic> is mainly composed of dendrobine and polysaccharides with pharmacological activity. This study contributed to improving the understanding of the metabolism of these medicinal components.</p>
<p>The heterozygosity of the <italic>D. nobile</italic> genome is 1.35%, meaning that it is difficult to assemble (<xref ref-type="bibr" rid="B79">Xin et&#x20;al., 2019</xref>). In this study, Pacbio Sequel II sequencing technology with longer read lengths was used. Indeed, the long sequencing reads led to a BUSCO completeness estimate of 96.22%, which was a huge improvement. Polyploidization occurs frequently in angiosperms, which contributes to plant adaption to the environment and plant genome evolution (<xref ref-type="bibr" rid="B68">Van de Peer et&#x20;al., 2017</xref>). One polyploidization event occurred in the most recent common ancestor of orchids (<xref ref-type="bibr" rid="B7">Cai et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B86">Zhang et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B85">Zhang et&#x20;al., 2017</xref>). In this study, <italic>D. nobile</italic> was estimated to have undergone a WGD event at the same time, which further confirmed that the WGD event occurred at the most recent common ancestor of orchids. Furthermore, the average length of genes and introns in orchids, with the exception of <italic>A. shenzhenica</italic>, was much higher than that in most other angiosperms (<xref ref-type="bibr" rid="B85">Zhang et&#x20;al., 2017</xref>). There are regulatory elements that are frequently contained within introns, and alternative splicing events often occur among different introns and exons, diversifying the protein coding of the genome. All of these factors may contribute to the genome structure evolution, genome size, gene function diversification, and gene expression pattern of a species (<xref ref-type="bibr" rid="B8">Castillo-Davis et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B14">De La Torre et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B64">Sena et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B31">Keane and Seoighe, 2016</xref>). For example, the long intron transcriptional delay in <italic>Drosophila</italic> is particularly important for the proper development of the embryo (<xref ref-type="bibr" rid="B65">Swinburne and Silver, 2008</xref>; <xref ref-type="bibr" rid="B2">Artieri and Fraser, 2014</xref>). This characteristic of orchids requires further analysis and research.</p>
<p>The content and composition of alkaloids and polysaccharides vary with factors including the tissues sampled, species, and genetics. For the genes in the polysaccharide biosynthesis pathway, <italic>NI</italic> genes are localized in the mitochondria, chloroplasts, and cytosol (<xref ref-type="bibr" rid="B59">Roitsch and Gonzalez, 2004</xref>). The diversity of subcellular localization suggests that NIs have a variety of physiological functions. Sucrose unloaded in the sink cell can be cleaved in the cytosol by NIs, which are involved in cellulose biosynthesis (<xref ref-type="bibr" rid="B59">Roitsch and Gonzalez, 2004</xref>; <xref ref-type="bibr" rid="B57">Rende et&#x20;al., 2017</xref>), suggesting that the cytosolic NIs contribute to the supply of substrate for cellulose biosynthesis (<xref ref-type="bibr" rid="B57">Rende et&#x20;al., 2017</xref>). In this study, the number of cytosolic NIs was found to be three, four, and seven in <italic>D. catenatum</italic>, <italic>D. nobile</italic>, and <italic>D. chrysotoxum</italic>, respectively. These large differences in quantity may contribute to the differences in the biosynthesis of polysaccharides among <italic>Dendrobium</italic> species. Cytosolic phosphoglucomutase (cPGM) interconverts glucose-6-phosphate and glucose-1-phosphate and is a key enzyme in central metabolism (<xref ref-type="bibr" rid="B18">Egli et&#x20;al., 2010</xref>). Interestingly, five cPGM members were detected in <italic>D. chrysotoxum</italic>, one in <italic>D. nobile</italic>, and one in <italic>D. catenatum</italic>, suggesting that different molecular mechanisms may occur among <italic>Dendrobium</italic> species. Sucrose-phosphate synthase (SPS; E.C. 2.4.1.14) is a plant enzyme that plays vital roles in sucrose production across various plant species and is involved in photosynthesis (<xref ref-type="bibr" rid="B24">Huber and Huber, 1996</xref>; <xref ref-type="bibr" rid="B45">Ma et&#x20;al., 2020</xref>). The <italic>SPS</italic> genes were only found in <italic>Dendrobium</italic> in this study, indicating a <italic>Dendrobium-</italic>specific sucrose biosynthesis mechanism.</p>
<p>Compared with multi-gene families in the polysaccharide pathway, most of the gene families in the alkaloid pathway were single-copy, except for <italic>DHS</italic>, <italic>DXS</italic>, and <italic>HMGR</italic> gene families. Therefore, the main difference in genes in the alkaloid pathway among <italic>Dendrobium</italic> species was the gene expression pattern in stems and leaves, with the exception of the loss of several genes. The expression pattern of the upstream genes in the alkaloid biosynthesis pathway may be the main factor contributing to the differences in the content and composition of alkaloids among <italic>Dendrobium</italic> species.</p>
<p>TPSs are a diverse class of enzymes that catalyze the biosynthesis of all kinds of terpenes (<xref ref-type="bibr" rid="B49">McGarvey and Croteau, 1995</xref>). TPSs may have originated from isoprenyl diphosphate synthase genes, which are involved in dendrobine biosynthesis (<xref ref-type="bibr" rid="B27">Jiang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B76">Wang et&#x20;al., 2020</xref>). The <italic>CrGES</italic> (encoding geraniol synthase in <italic>C. roseus</italic>, the homologue of <italic>TPS02</italic>) and <italic>TPS21</italic> genes are involved in dendrobine biosynthesis (<xref ref-type="bibr" rid="B61">Simkin et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B36">Kuang et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B76">Wang et&#x20;al., 2020</xref>). In this study, the number of <italic>TPS</italic> genes in <italic>Dendrobium</italic> was much higher than that in <italic>A. shenzhenica</italic> and <italic>P. equestris</italic>, indicating a relationship between <italic>TPS</italic> genes and dendrobine biosynthesis. Interestingly, the phylogenetic analysis revealed that there were 21, 16, and 17&#x20;TPS-a genes in <italic>D. nobile</italic>, <italic>D. chrysotoxum</italic>, and <italic>D. catenatum</italic>, respectively. As the TPS-a subfamily encodes only sesqui-TPSs (Jiang et&#x20;al<italic>.</italic>, 2019), the higher number of TPS-a genes in <italic>D. nobile</italic> and their expression mainly in the stem may be important factors involved in the production of more dendrobine compared to other <italic>Dendrobium</italic> species (Li et&#x20;al<italic>.</italic>, 2019). Furthermore, the opposite gene distribution in TPS-b-II and TPS-b-III among the three <italic>Dendrobium</italic> species may contribute to the differences in the amounts and constitution of alkaloids between <italic>D. nobile</italic> and <italic>D. chrysotoxum</italic> in various tissues, as the TPS-b subfamily encodes monoTPSs (<xref ref-type="bibr" rid="B27">Jiang et&#x20;al., 2019</xref>).</p>
<p>For the CYP450 gene family, the main difference was found in the CYP85 clan, which was mainly involved in the species-specific synthesis and catabolism pathway of terpenoids (<xref ref-type="bibr" rid="B60">Schuler, 2015</xref>). There were twice as many CYP87B-C genes in <italic>D. nobile</italic> compared to other <italic>Dendrobium</italic> species. A previous study found that the CYP720 subfamily only occurred in dicots (<xref ref-type="bibr" rid="B78">Wei and Chen, 2018</xref>), mediating oxygenation of monoterpenes, sesquiterpenes, and diterpenes (Ro et&#x20;al<italic>.</italic>, 2005; <xref ref-type="bibr" rid="B89">Zulak and Bohlmann, 2010</xref>; <xref ref-type="bibr" rid="B22">Hamberger et&#x20;al., 2011</xref>). This subfamily was also identified in this study, suggesting a contribution to the biosynthesis of orchid-specific components. All of the differences in CYP85 clans may be involved in the dendrobine signaling pathway in <italic>D. nobile</italic>.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>Although <italic>D. nobile</italic> has high medicinal and ornamental value, the lack of omics data has hampered molecular mechanism research and the development of medicinal ingredients in this species. In this study, a chromosome-level reference genome of <italic>D. nobile</italic> was obtained, with an assembled genome size of 1.19&#xa0;Gb and 29,476 annotated protein-coding genes. Two polyploidization events occurred in <italic>D. nobile</italic> based on <italic>Ks</italic> analysis: the recent WGD shared with other orchid species and the ancient polyploidization event shared with most monocots (the tau event). Phylogenetic analysis of the <italic>D. nobile</italic> gene family involved in the polysaccharide synthesis pathway showed that the gene number variation and <italic>Dendrobium</italic>-specific genes may be related to the fleshy stems with abundant polysaccharides. The analysis results of the <italic>TPS</italic> and <italic>CYP450</italic> gene families suggest that there are more TPS-a genes in <italic>D. nobile</italic>, and the opposite distribution pattern in TPS-b-II and TPS-b-III among <italic>Dendrobium</italic> species may contribute to the species-specific alkaloid biosynthesis pathways. The differences in CYP85 clans among <italic>Dendrobium</italic> species may also play important roles in alkaloid biosynthesis and floral development. The analysis of <italic>D. nobile</italic> revealed the mechanism through which the fleshy stem produces abundant polysaccharides and alkaloids, as well as the floral development regulation, which is critical for industrial development. This was the first study to fully analyze the characteristics of genes in the biosynthesis pathways of polysaccharides and alkaloids in <italic>Dendrobium</italic>. The results of this study provide a high-quality genome of <italic>Dendrobium</italic> and important insights into the molecular elucidation of medicinal active ingredients, molecular breeding, and orchid responses to the environment, enhancing the understanding of orchid evolution.</p>
</sec>
<sec id="s12">
<title>Accession Codes and Genome Links</title>
<p>All data from this study were submitted to the NCBI database under Bioproject ID: PRJNA725550. This Whole Genome Shotgun project has been deposited at DDBJ/ENA/GenBank under the accession JAGYWB000000000. The version described in this paper is version JAGYWB010000000.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref>.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>QX, G-QZ, S-CN, and D-FC designed the project. S-CN, QX, G-QZ, and D-FC wrote the draft manuscript. K-LL and P-JZ collected the materials and conducted the experiments. G-QZ, S-CN, and QX performed the genome analysis. S-CN contributed to the gene family and phylogenetic analyses. X-JZ, YJ, Y-XN, YL, K-LL, P-JZ, and L-HY took part in data analysis. The final manuscript has been read and approved by all authors. QX and S-CN contributed equally to this&#x20;work.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This project was supported by the Talent Project of Guangzhou Medical University High-level University Construction (B195002005025, 06-410-2106132, 02-412-B205002-1005025), the Young Talent Project of the Hebei Agricultural University Foundation (YJ201848), and the Youth Fund of the Hebei Province Natural Science Foundation (C2019204295). We thank LetPub (<ext-link ext-link-type="uri" xlink:href="http://www.letpub.com">www.letpub.com</ext-link>) for its linguistic assistance during the preparation of this manuscript.</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.2022.844622/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fgene.2022.844622/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet3.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM2" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="DataSheet2.xlsx" id="SM3" mimetype="application/xlsx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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