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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2024.1372127</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Chromosome genome assembly of the <italic>Camphora longepaniculata</italic> (Gamble) with PacBio and Hi-C sequencing data</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Yan</surname>
<given-names>Kuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Zhu</surname>
<given-names>Hui</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Cao</surname>
<given-names>Guiling</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Meng</surname>
<given-names>Lina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Junqiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Jian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Sicen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Yujie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Feng</surname>
<given-names>Ruizhang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Soaud</surname>
<given-names>Salma A.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Elhamid</surname>
<given-names>Mohamed A. Abd</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Heakel</surname>
<given-names>Rania M. Y.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wei</surname>
<given-names>Qin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>El-Sappah</surname>
<given-names>Ahmed H.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ru</surname>
<given-names>Dafu</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Faculty of Agriculture, Forestry and Food Engineering, Yibin University</institution>, <addr-line>Yibin</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Sichuan Oil Cinnamon Engineering Technology Research Center, Yibin University</institution>, <addr-line>Yibin</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>State Key Laboratory of Herbage Improvement and Grassland Agro-Ecosystem, College of Ecology, Lanzhou University</institution>, <addr-line>Lanzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Genetics Department, Faculty of Agriculture, Zagazig University</institution>, <addr-line>Zagazig</addr-line>, <country>Egypt</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Sibum Sung, The University of Texas at Austin, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: M. Kamran Azim, Mohammad Ali Jinnah University, Pakistan</p>
<p>Sergio Alan Cervantes-P&#xe9;rez, University of Arizona, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Qin Wei, <email xlink:href="mailto:weiqin2001-67@163.com">weiqin2001-67@163.com</email>; Ahmed H. El-Sappah, <email xlink:href="mailto:ahmed_elsappah2006@yahoo.com">ahmed_elsappah2006@yahoo.com</email>; Dafu Ru, <email xlink:href="mailto:rudf@lzu.edu.cn">rudf@lzu.edu.cn</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>06</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1372127</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>05</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Yan, Zhu, Cao, Meng, Li, Zhang, Liu, Wang, Feng, Soaud, Elhamid, Heakel, Wei, El-Sappah and Ru</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Yan, Zhu, Cao, Meng, Li, Zhang, Liu, Wang, Feng, Soaud, Elhamid, Heakel, Wei, El-Sappah and Ru</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>
<italic>Camphora longepaniculata</italic>, a crucial commercial crop and a fundamental component of traditional Chinese medicine, is renowned for its abundant production of volatile terpenoids. However, the lack of available genomic information has hindered pertinent research efforts in the past.</p>
</sec>
<sec>
<title>Methods</title>
<p>To bridge this gap, the present study aimed to use PacBio HiFi, short-read, and highthroughput chromosome conformation capture sequencing to construct a chromosome-level assembly of the <italic>C. longepaniculata</italic> genome. </p>
</sec>
<sec>
<title>Results and discussion</title>
<p>With twelve chromosomes accounting for 99.82% (766.69 Mb) of the final genome assembly, which covered 768.10 Mb, it was very complete. Remarkably, the assembly&#x2019;s contig and scaffold N50 values are exceptional as well&#x2014;41.12 and 63.78 Mb, respectively&#x2014;highlighting its excellent quality and intact structure. Furthermore, a total of 39,173 protein-coding genes were predicted, with 38,766 (98.96%) of them being functionally annotated. The completeness of the genome was confirmed by the Benchmarking Universal Single-Copy Ortholog evaluation, which revealed 99.01% of highly conserved plant genes. As the first comprehensive assembly of the <italic>C. longepaniculata</italic> genome, it provides a crucial starting point for deciphering the complex pathways involved in terpenoid production. Furthermore, this excellent genome serves as a vital resource for upcoming research on the breeding and genetics of <italic>C. longepaniculata</italic>.</p>
</sec>
</abstract>
<kwd-group>
<kwd>
<italic>Camphora longepaniculata</italic>
</kwd>
<kwd>high-throughput sequencing</kwd>
<kwd>protein-coding genes</kwd>
<kwd>traditional Chinese medicine</kwd>
<kwd>terpenoid</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="68"/>
<page-count count="11"/>
<word-count count="6215"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Genetics, Epigenetics and Chromosome Biology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>A species of evergreen tree native to southwestern China, namely the Yibin region of Sichuan, <italic>Camphora longepaniculata</italic> (Gamble) Y. Yang, Bing Liu, and Zhi Yang, is important both culturally and industrially (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>; <xref ref-type="bibr" rid="B58">Wu et&#xa0;al., 2022</xref>). Because of its fragrant qualities, it has become a traditional plant of interest that is both extensively grown and highly valued in regional customs. Its potential to extract essential oils from a variety of parts, including roots, stems, leaves, and seeds, accounts for most of its industrial value. Notably, the bulk is made up of leaf essential oil, which has a high concentration of terpenoids (&gt;85%) (<xref ref-type="bibr" rid="B24">Hu et&#xa0;al., 2012</xref>). Prior research has revealed 1,8-cineole, &#x3b1;-terpilenol, and &#x3b3;-terpinen as important components of leaf essential oil (<xref ref-type="bibr" rid="B37">Li et&#xa0;al., 2012</xref>, <xref ref-type="bibr" rid="B36">2014</xref>). These essential oils are prized for their outstanding antibacterial, anti-inflammatory, and antioxidant qualities (<xref ref-type="bibr" rid="B7">Boutanaev et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B56">Wei et&#xa0;al., 2016</xref>). As with the biological traits of <italic>C. longepaniculata</italic>, studies have been conducted to investigate the molecular underpinnings of monoterpene production. Previous research has discovered important genes linked to terpene production using transcriptome sequencing technologies (<xref ref-type="bibr" rid="B63">Yan et&#xa0;al., 2017</xref>). In addition, <xref ref-type="bibr" rid="B62">Yan et&#xa0;al. (2019)</xref> investigated the differential expression of <italic>C. longepaniculata</italic> genes induced by endophytic fungi, revealing significant regulation within the monoterpene synthesis pathway. However, a high-quality genome is required as the starting point for additional research in order to fully comprehend the fundamental molecular mechanisms driving synthesis and oil production.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Sampling and genome assembly of <italic>Camphora longepaniculata</italic>. <bold>(A)</bold> The sequenced individual of <italic>C. longepaniculata</italic> leaves from Chinese province of Sichuan (27&#xb0;50&#x2019; N, 105&#xb0;20&#x2019; E). <bold>(B)</bold> Genome features from the <italic>C. longepaniculata</italic> assembly. From outer to inner: (1) genome chromosomes, (2) gene density, (3) repeat density, (4) GC (guanine-cytosine) content, and (5) synteny information. <bold>(C)</bold> Genome-wide chromosomal contact map of <italic>Camphora longepaniculata</italic> using Hi-C data. Interaction frequency distribution of Hi-C links among chromosomes shows in color key of heatmap ranging from white to dark red indicating the frequency of Hi-C interaction links from low to high.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1372127-g001.tif"/>
</fig>
<p>The genomic terrain of <italic>C. longepaniculata</italic> is still unknown, despite advancements in genomic investigation within the Lauraceae family (<xref ref-type="bibr" rid="B25">Huang et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B8">Chaw et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B49">Song et&#xa0;al., 2019</xref>). Comprehensive and methodical study has been hampered by the lack of complete reference genomic material, particularly with regard to the unclear molecular mechanism of 1,8-cineole production. The goal of this work is to build a chromosome-level genome assembly of the <italic>C. longepaniculata</italic> by utilizing the quick development of high-throughput sequencing technologies including PacBio HiFi, short-read, and high-throughput chromosomal conformation capture (Hi-C) sequencing techniques. A wealth of genetic resources will be made available by this excellent genome assembly, allowing researchers to investigate the evolutionary background, gene functions, and regulatory mechanisms behind <italic>C. longepaniculata</italic>&#x2019;s growth, development, and monoterpene synthesis. It will also provide a strong basis for the cultivation of high-yielding, high-quality cultivars of <italic>C. longepaniculata</italic>.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Sample collection, DNA extraction, and sequencing</title>
<p>
<italic>C. longepaniculata</italic> leaves were obtained in the Chinese province of Sichuan (27&#xb0;50&#x2019; N, 105&#xb0;20&#x2019; E). Genomic DNA was then extracted and processed according to the recommended library preparation methodology by PacBio. Subsequently, the DNA was utilized to construct PacBio sequencing libraries using the standard single molecular real-time bell construction protocol provided by PacBio. The libraries were then sequenced on the PacBio CCS platform. Adapter sequences and short, low-quality reads were removed from the PacBio HiFi reads using SMRTLink (parameters: &#x2013;min-passes = 3 &#x2013;min-rq = 0.99). Using the Agencourt AMPure XP-Medium Kit, the same DNA was used to create an Illumina paired-end library with insert sizes ranging from 200 to 400 bp. The Illumina NovaSeq 6000 platform was then used to sequence the resulting library. On the MGISEQ2000 platform, a Hi-C library was sequenced in accordance with the proximo Hi-C plant methodology (<ext-link ext-link-type="uri" xlink:href="https://info.phasegenomics.com/protocols">https://info.phasegenomics.com/protocols</ext-link>) developed by Phase Genomics (Seattle, WA, United States). After removing adaptors and duplicate reads, raw reads were filtered with a sequencing quality of &gt;Q30 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>).</p>
<p>Lastly, RNA sequencing was performed on a leaf sample obtained from the same individual. Using the Qiagen RNeasy Plant Mini kit, total RNA was extracted from each sample. Then, with the TruSeq RNA Library Preparation kit, RNA-seq libraries were created, and 11.74 Gb of RNA-seq sequences were obtained by sequencing on the Illumina NovaSeq 6000 platform (<xref ref-type="bibr" rid="B5">Belton et&#xa0;al., 2012</xref>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>).</p>
</sec>
<sec id="s2_2">
<title>Genome assembly and assessment</title>
<p>Utilizing FASTP v0.20.0 (<xref ref-type="bibr" rid="B11">Chen et&#xa0;al., 2018</xref>), the short-read sequences were filtered to exclude adaptor contamination and low-quality reads. Subsequently, genome size, repeat content, and heterozygosity rate were estimated using GCE v1.0.2 tool from 19-mer histograms (<xref ref-type="bibr" rid="B38">Liu et&#xa0;al., 2013</xref>).</p>
<p>With the parameters &#x201c;&#x2018;&#x2013;write-ec &#x2013;write-paf -u -l 0&#x2019;&#x2019;, the PacBio HiFi reads were assembled using Hifiasm v.0.15 (<xref ref-type="bibr" rid="B12">Cheng et&#xa0;al., 2021</xref>) and redundant sequences were removed using Purge Haplotigs (<xref ref-type="bibr" rid="B45">Roach et&#xa0;al., 2018</xref>). Hi-C data was used to anchor the contigs to the chromosomes. In summary, genuine interaction pairs were obtained by filtering the Hi-C reads using FASTP v0.20.0 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S5</bold>
</xref>; <xref ref-type="bibr" rid="B11">Chen et&#xa0;al., 2018</xref>) and selecting unique mapped read pairs using the HiCUP v0.8.0 (<xref ref-type="bibr" rid="B57">Wingett et&#xa0;al., 2015</xref>) pipeline. Next, a chromosome-level assembly was created using 3D-DNA v201013 (<ext-link ext-link-type="uri" xlink:href="https://github.com/aidenlab/3d-dna">https://github.com/aidenlab/3d-dna</ext-link>), after the sequence had been aligned against the draft genome assembly using Juicer (<xref ref-type="bibr" rid="B17">Dudchenko et&#xa0;al., 2017</xref>). The &#x201c;embryophyta_odb10&#x201d; ortholog set was used to assess the quality of the genome using BUSCO v4.05 (<xref ref-type="bibr" rid="B48">Sim&#xe3;o et&#xa0;al., 2015</xref>).</p>
<p>To ensure the integrity of the <italic>C. longepaniculata</italic> genome assembly, high-quality short-read sequences were mapped back to the genome using the BWA v0.7.17 (<xref ref-type="bibr" rid="B33">Li and Durbin, 2010</xref>). This process helps to verify the correct alignment and orientation of the assembled sequences. Following the mapping, duplicate reads were removed using Picard v2.23.6 (broadinstitute.github.io/picard) to prevent redundancy that could skew variant identification results. Subsequently, SNPs (Single Nucleotide Polymorphisms) and InDels (insertions and deletions) were identified using SAMtools v1.10 (<xref ref-type="bibr" rid="B34">Li et&#xa0;al., 2009</xref>), which provides insights into potential genomic variations and polymorphisms.</p>
<p>In addition to the above steps, HiFi reads were mapped back to the genome using Minimap2 (<xref ref-type="bibr" rid="B32">Li, 2018</xref>). This step further ensures that the high-fidelity, long-read sequencing data aligns accurately with the assembled genome, confirming the assembly&#x2019;s overall quality and completeness.</p>
</sec>
<sec id="s2_3">
<title>Repeat sequence annotation</title>
<p>Repetitive sequences in the <italic>de novo</italic> repeat library were predicted using RepeatMasker v4.0.7 (<xref ref-type="bibr" rid="B54">Tarailo-Graovac and Chen, 2009</xref>), and a <italic>de novo</italic> repeat library was created using RepeatModeler (<xref ref-type="bibr" rid="B19">Flynn et&#xa0;al., 2020</xref>) and LTRfinder v1.07 (<xref ref-type="bibr" rid="B61">Xu and Wang, 2007</xref>) with default settings. In parallel, homologous repeat prediction was carried out using the Repbase v21.12 database and RepeatMasker v4.0.7 and RepeatProteinMasker v4.0.7 (<ext-link ext-link-type="uri" xlink:href="http://www.repeatmasker.org/cgi-bin/RepeatProteinMaskRequest">http://www.repeatmasker.org/cgi-bin/RepeatProteinMaskRequest</ext-link>) (<xref ref-type="bibr" rid="B4">Bao et&#xa0;al., 2015</xref>). To create nonredundant repeated sequences, the two sets of anticipated repetitions were concatenated. With Tandem Repeat Finder v4.09 (<xref ref-type="bibr" rid="B6">Benson, 1999</xref>), tandem repetitions were found.</p>
<p>Gene prediction in the repeat-masked genome was done using three different methods: homology searching, reference-guided transcriptome assembly, and ab initio prediction. According to <xref ref-type="bibr" rid="B28">Keilwagen et&#xa0;al. (2016)</xref>, homologous peptides from related species (<italic>Cinnamomum kanehirae</italic>, <italic>Phoebe bournei</italic>, <italic>Litsea cubeba</italic>, <italic>Phoebe kanehirae</italic>, and <italic>Phoebe zhennan</italic>) were aligned with the assembly using GeMoMa v1.6.1 (<xref ref-type="bibr" rid="B28">Keilwagen et&#xa0;al., 2016</xref>). Gene structure information was then collected for homolog prediction. Filtered mRNA-seq data were used to align STAR v2.7.3a (<xref ref-type="bibr" rid="B16">Dobin et&#xa0;al., 2013</xref>) to the reference genome in order to perform RNA-seq-based gene prediction (<xref ref-type="bibr" rid="B16">Dobin et&#xa0;al., 2013</xref>). PASA v2.3.3 (<xref ref-type="bibr" rid="B22">Haas et&#xa0;al., 2008</xref>) was used to predict open reading frames (ORFs), and StringTie v1.3.4d (<xref ref-type="bibr" rid="B44">Pertea et&#xa0;al., 2015</xref>) was used to assemble the transcripts. A training set was also produced for the <italic>de novo</italic> prediction. The training data was then used for ab initio gene prediction using Augustus v3.3.1 (<xref ref-type="bibr" rid="B52">Stanke et&#xa0;al., 2008</xref>) with default settings. After creating an integrated gene collection with EvidenceModeler (EVM, v1.1.1; <xref ref-type="bibr" rid="B22">Haas et&#xa0;al., 2008</xref>), miscoded genes were further filtered and genes containing TEs were eliminated using the TransposonPSI program (<ext-link ext-link-type="uri" xlink:href="http://transposonpsi.sourceforge.net/">http://transposonpsi.sourceforge.net/</ext-link>) (<xref ref-type="bibr" rid="B55">Urasaki et&#xa0;al., 2017</xref>). PASA was used to identify alternative splicing regions and untranslated regions (UTRs) based on RNA-seq assemblies. For each locus, we kept the longest transcripts, and areas outside of the ORFs were called UTRs. By examining five protein/function databases, the projected protein-coding genes&#x2019; domains, motifs, and gene function information were found. Predicted protein-coding genes were thoroughly annotated using InterProScan v5.36 (<xref ref-type="bibr" rid="B67">Zdobnov and Apweiler, 2001</xref>), which included predicted signal peptides, transmembrane topologies, functional classifications, GO keywords, protein motifs and domains, and protein family identification. KO words were found using KaaS (<ext-link ext-link-type="uri" xlink:href="https://www.genome.jp/kegg/kaas/">https://www.genome.jp/kegg/kaas/</ext-link>) searching the KEGG database. A 1e-5 E value limit was utilized for searches against the Swiss-Prot (<xref ref-type="bibr" rid="B3">Bairoch and Apweiler, 2000</xref>), NR (<xref ref-type="bibr" rid="B40">Marchler-Bauer et&#xa0;al., 2011</xref>), TrEMBL (<xref ref-type="bibr" rid="B3">Bairoch and Apweiler, 2000</xref>), and COG databases (<xref ref-type="bibr" rid="B20">Galperin et&#xa0;al., 2015</xref>) using BLASTP v.2.7.1 (<xref ref-type="bibr" rid="B2">Altschul et&#xa0;al., 1997</xref>). From these database searches, the top hits were combined to get the final results.</p>
</sec>
<sec id="s2_4">
<title>Annotation of noncoding RNAs</title>
<p>Database searches and model-based prediction were the two methods employed to find noncoding RNA sequences in the genome. With eukaryote parameters, tRNAscan-SE v2.0.12 (<xref ref-type="bibr" rid="B39">Lowe and Eddy, 1997</xref>) was used to predict tRNAs. INFERNAL v1.1.5 (<xref ref-type="bibr" rid="B41">Nawrocki and Eddy, 2013</xref>) was utilized to search the Rfam database and identify sequences of microRNA, rRNA, small nuclear RNA, and small nucleolar RNA. RNAmmer v1.2 (<xref ref-type="bibr" rid="B30">Lagesen et&#xa0;al., 2007</xref>) was used to forecast the rRNAs and their components.</p>
</sec>
<sec id="s2_5">
<title>Orthogroup and functional enrichment analysis</title>
<p>In order to investigate the evolutionary background of <italic>C. longepaniculata</italic>, we obtained the genomes of eleven different species from publicly accessible databases. These species include <italic>Aquilegia coerulea</italic>, <italic>Arabidopsis thaliana</italic>, <italic>Amborella trichopoda</italic>, <italic>Liriodendron chinense</italic>, <italic>Nymphaea colorata</italic>, <italic>Piper nigrum</italic>, <italic>Cinnamomum kanehirae</italic>, <italic>Persea americana</italic>, <italic>Chimonanthus salicifolius</italic>, and <italic>Litsea cubeba</italic> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2</bold>
</xref>). Furthermore, genes with glaring mistakes were eliminated and the longest transcripts were selected as samples for genes having alternative splice variants. The homology matrix of the orthogroups (gene families) among these chosen species was also inferred using OrthoFinder v2.5.4 (<xref ref-type="bibr" rid="B18">Emms and Kelly, 2019</xref>). For the purpose of creating phylogenetic trees using the maximum-likelihood (ML) approach, 230 single-copy gene groupings were found. The single-copy gene groups were subjected to multiple sequence alignment using MAFFT v.7.453 (<xref ref-type="bibr" rid="B27">Katoh and Standley, 2013</xref>). Subsequently, the coding sequences (CDS sequences) were aligned using PAL2NAL v.14 (<xref ref-type="bibr" rid="B53">Suyama et&#xa0;al., 2006</xref>) in accordance with the alignments of the respective proteins. Each single-copy gene group was given a maximum likelihood phylogenetic tree using IQ-TREE v.2.1.4-beta (<xref ref-type="bibr" rid="B43">Nguyen et&#xa0;al., 2015</xref>). Ultimately, these 230 single-copy gene trees were combined using the ASTRAL v.5.6.3 (<xref ref-type="bibr" rid="B68">Zhang et&#xa0;al., 2022</xref>) software to create a species tree based on the multispecies coalescent model. We employed a Bayesian relaxed molecular clock technique to estimate the divergence periods between species using the MCMCTree tool in the PAML v.4.9 (<xref ref-type="bibr" rid="B65">Yang, 2007</xref>) package. Furthermore, we acquired four fossil constraints for divergence time calibration from the TimeTree website (<ext-link ext-link-type="uri" xlink:href="http://www.timetree.org">http://www.timetree.org</ext-link>): Between <italic>A. trichopoda</italic> and <italic>N. colorata</italic>, 179&#x2013;205 Mya; between A. coerulea and P. nigrum, 151&#x2013;170 Mya; between <italic>A. coerulea</italic> and <italic>A. thaliana</italic>, 126&#x2013;133 Mya; and between <italic>A. thaliana</italic> and <italic>P. tremuloides</italic>, 102&#x2013;113 Mya. Moreover, gene families in phylogenetic tree-constructing species that had experienced expansion or contraction were identified using CAF&#xc9; v.4.2.1 (<xref ref-type="bibr" rid="B14">De Bie et&#xa0;al., 2006</xref>). Genes belonging to particular extended gene families were then functionally analyzed using GO and KEGG enrichment with TBtools (<xref ref-type="bibr" rid="B9">Chen et&#xa0;al., 2023</xref>).</p>
</sec>
<sec id="s2_6">
<title>Detecting key candidate functional genes</title>
<p>To find members of the gene families implicated in the pathways leading to terpen biosynthesis, we conducted searches using BLASTP and Hidden Markov Models (HMMs). In particular, we gathered genes that are known to be connected to this <italic>A. thaliana</italic> pathway. Then, BLASTP (e &lt; 1e-5) was performed to discover pathway genes in the genome of <italic>C. longepaniculata</italic> using these genes as query sequences. HMM data for each gene family&#x2019;s conserved protein domain were downloaded in the interim using the Pfam website (<ext-link ext-link-type="uri" xlink:href="https://pfam.xfam.org/">https://pfam.xfam.org/</ext-link>). These HMM files were used in batch searches, along with HMMER v3.2.1 (<xref ref-type="bibr" rid="B26">Johnson et&#xa0;al., 2010</xref>). These HMM files served as the basis for batch searches. The BLASTP-identified candidate genes that lacked the matching domain were eliminated. We utilized the PF02458 Pfam domain for BAHD searching and the PF01397 and PF03936 Pfam domains for HMMER searching in order to identify the <italic>TPS</italic> genes. In order to differentiate between distinct subfamilies, phylogenetic trees were created for each gene family&#x2019;s candidate genes using IQTREE v.2.1.4-beta (<xref ref-type="bibr" rid="B43">Nguyen et&#xa0;al., 2015</xref>).</p>
</sec>
<sec id="s2_7">
<title>Transcriptomic analysis</title>
<p>We used transcriptome data from the leaf to do RNA-seq analysis to look into the expression levels of genes involved in the terpene synthesis pathway. We first performed a raw data quality assessment for transcriptome analysis using FASTQC (<ext-link ext-link-type="uri" xlink:href="https://www.bioinformatics.babraham.ac.uk/projects/fastqc/">https://www.bioinformatics.babraham.ac.uk/projects/fastqc/</ext-link>). Subsequently, quality control was performed using FASTP v0.20.0 to filter out raw reads containing poly-N sequences and low-quality reads (&lt; Q30). We used the high-quality reads obtained from the quality control step for the subsequent expression analysis. After filtering the high-quality RNA-seq reads, we used HISAT2 v.2.1.0 (<xref ref-type="bibr" rid="B29">Kim et&#xa0;al., 2015</xref>) to map them to the genome of <italic>C. longepaniculata</italic>. Finally, using StringTie v.1.3.4d (<xref ref-type="bibr" rid="B44">Pertea et&#xa0;al., 2015</xref>), we quantified gene expression levels in transcripts per kilobase million (TPM).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Genome assembly</title>
<p>In order to create the genome of <italic>C. longepaniculata</italic> (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>), we initially generated 49.43Gb of paired-end reads using the Illumina NovaSeq 6000 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>). Our 19-mer analysis indicated an estimated genome size of 702 Mb, with a heterozygosity rate of 3.31% (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S3</bold>
</xref>). Building on this, we utilized 31.54 Gb of high-quality high-fidelity (HiFi) reads produced on the PacBio platform, achieving 44.91-fold coverage of the <italic>C. longepaniculata</italic> genome (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>). Utilizing the Hifiasm tool, this sequencing effort yielded thirty contigs, totalling 768.10 Mb with an N50 size of 41.12 Mb (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S4</bold>
</xref>). To enhance the assembly, we incorporated Hi-C data, employing Hi-C-Pro v2.8.1 to recognize and retain 89.18 Gb of valid interaction paired reads (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S5</bold>
</xref>). This integration allowed the assembly to be further consolidated. Ultimately, we anchored 766.69 Mb (99.82%) of the contig sequences into 12 chromosomes (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1B, C</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S6</bold>
</xref>). The final scaffold N50 was improved to 63.78 Mb, with the longest scaffold measuring 111.09 Mb (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S6</bold>
</xref>). Additionally, a heatmap of chromosome interactions demonstrated the completeness and robustness of the genome assembly (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Assembly and annotation features from the <italic>Camphora longepaniculata</italic> assembly.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Type</th>
<th valign="middle" align="left">Statistics</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Assembly size (bp)</td>
<td valign="middle" align="left">768,095,601</td>
</tr>
<tr>
<td valign="middle" align="left">Number of scaffolds</td>
<td valign="middle" align="left">18</td>
</tr>
<tr>
<td valign="middle" align="left">Scaffold N50 size (bp)</td>
<td valign="middle" align="left">63,783,332</td>
</tr>
<tr>
<td valign="middle" align="left">Number of contigs</td>
<td valign="middle" align="left">33</td>
</tr>
<tr>
<td valign="middle" align="left">Contig N50 size (bp)</td>
<td valign="middle" align="left">35,809,667</td>
</tr>
<tr>
<td valign="middle" align="left">Number of chromosomes</td>
<td valign="middle" align="left">12</td>
</tr>
<tr>
<td valign="middle" align="left">Ordered and oriented genome size (bp)<break/>and percentage (%)</td>
<td valign="middle" align="left">766,694,454<break/>99.82</td>
</tr>
<tr>
<td valign="middle" align="left">Repeat region size (bp)<break/>and percentage (%)</td>
<td valign="middle" align="left">463,826,005<break/>60.39</td>
</tr>
<tr>
<td valign="middle" align="left">GC content (%)</td>
<td valign="middle" align="left">38.76</td>
</tr>
<tr>
<td valign="middle" align="left">Number of protein-coding genes</td>
<td valign="middle" align="left">39,173</td>
</tr>
<tr>
<td valign="middle" align="left">Functional annotated genes (%)</td>
<td valign="middle" align="left">93.51</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_2">
<title>Prediction and functional annotation of protein-coding genes</title>
<p>A combination of homology-based, reference-guided transcriptome assembly, and ab initio gene approaches were used to predict gene models in the <italic>C. longepaniculata</italic> assembly. The consensus gene set was then generated by combining the gene prediction results with EVM software. To improve the quality of gene prediction, genes with transposable elements and miscoded genes were eliminated. In the end, 39,173 genes made up the final gene list that we acquired. These protein-coding genes had an average gene length of 7,152.40 bp and an average CDS length of 1,146.30 bp (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables S7, S8</bold>
</xref>). There were 4.38 exons on average per gene, with an average exon length of 261.80 bp and intron length of 1608.33 bp (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S8</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<title>Annotation of repeat and noncoding RNAs</title>
<p>Approximately sixty percent of the whole-genome assembly consisted of the detected repetitive sequences (463.83 Mb) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S9</bold>
</xref>). The most common repeat types were DNA elements (19.72%) and long terminal repeat (LTR) retrotransposons (31.96%) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S9</bold>
</xref>). LINE (3.19 Mb) made up 0.42% of the whole genome assembly, in contrast. With computed average lengths of 106.89, 74.99, 191.27, and 118.18 bp, respectively, 6,531 miRNAs, 582 transfer RNAs (tRNAs), 3,312 rRNAs, and 634 snRNAs were found (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S10</bold>
</xref>).</p>
</sec>
<sec id="s3_4">
<title>Genome quality assessment</title>
<p>With short reads an overall mapping rate of 99.20% was obtained, encompassing 99.92% of the assembly (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S11</bold>
</xref>). Moreover, HiFi reads were mapped back using Minimap2 (<xref ref-type="bibr" rid="B32">Li, 2018</xref>), resulting in an assembly coverage of 100% and an overall mapping rate of 99.92% (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S11</bold>
</xref>). These findings imply that the genetic information provided in our assembly was almost entirely complete. Moreover, SAMtools v1.4 (<xref ref-type="bibr" rid="B34">Li et&#xa0;al., 2009</xref>) was used to identify and filter single-nucleotide polymorphisms (SNPs), resulting in the identification of 11,919,258 heterozygous SNPs, 18,760 homozygous SNPs, and 9,182 homozygous INDELs with 5&#xd7; sequencing depth. The high precision of the assembly (99.996385%) is supported by the low frequencies of homozygous SNPs and INDELs, which together make up 0.002442% and 0.001195% of the assembled genome, respectively. Ultimately, a scatter plot of the sequencing depth vs the GC-content based on 10-kb windows showed that the completed <italic>C. longepaniculata</italic> genome was free of foreign DNA contamination (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure S1</bold>
</xref>). Additionally, we used the embryophyta odb10 database (<ext-link ext-link-type="uri" xlink:href="https://busco.ezlab.org/">https://busco.ezlab.org/</ext-link>) to perform BUSCO analysis on the data (<xref ref-type="bibr" rid="B48">Sim&#xe3;o et&#xa0;al., 2015</xref>). Out of 1,614 conserved plant genes, 4.52% of them contained duplicates, yet 99.01% of them had full coverage in the genome, 0.43% were fragmented, and only 0.56% were missing (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S12</bold>
</xref>). These results clearly show that the genome assembly of <italic>C. longepaniculata</italic> we have produced is of excellent quality and has the potential to be useful for future research. The completeness of these anticipated genes was further evaluated using BUSCO analysis, yielding a BUSCO score of 93.31% (single = 89.34%, duplicated = 3.97%, fragmented = 4.96%, missing = 1.73%, genes = 1,614; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S13</bold>
</xref>). Furthermore, functions for 65.80% (25,777), 35.86% (14,049), 71.29% (27,928), 36.48% (14,290), 92.78% (36,345), and 93.26% (36,533) of the genes were found by searching the Swiss-Prot, KEGG, COG, GO, TrEMBL, and NR databases, respectively (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S14</bold>
</xref>). A total of 36,632 protein-coding genes, or 93.51% of them, had their conserved functional motifs or functional terms effectively annotated (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S14</bold>
</xref>). These findings suggest that,the <italic>C. longepaniculata</italic> genome&#x2019;s annotated gene set is rather comprehensive.</p>
</sec>
<sec id="s3_5">
<title>Phylogeny and evolution of gene families</title>
<p>As described in the Materials and Methods section, 288 single-copy orthologous genes were discovered by analyzing the genomes of 12 different species. <italic>C. longepaniculata</italic> and <italic>C. camphora</italic> were found to have a closer relationship based on phylogenetic analyses of these genes. <italic>C. longepaniculata</italic> split from <italic>C. camphora</italic> and <italic>C. kanehirae</italic> between 6.01 million and 62.19 million years ago, according to projected divergence times (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Furthermore, the collinearity findings revealed a high level of collinearity among the three species (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>), and <italic>C. longepaniculata</italic> was discovered to have a WGD event shared by <italic>Lauraceae</italic> species. In addition, <italic>C. longepaniculata</italic> shared 10,384 gene families with four other species (<italic>C. camphora</italic>, <italic>C. kanehirae</italic>, <italic>C. salicifolius</italic>, and <italic>P. americana</italic>) and had 1,687 unique gene families (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). We further investigated structural variations (SVs) among <italic>C. longepaniculata</italic>, <italic>C. camphra</italic>, and <italic>C. kanehhirae</italic>. We annotated a total of 695,731 SVs (including small insertions and deletions) between <italic>C. longepaniculata</italic> and <italic>C. camphra</italic>, and 801,107 SVs between <italic>C. longepaniculata</italic> and <italic>C. kanehhirae</italic> after whole-genome alignment using minimap2 and SV calling using SyRI (<xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure S3</bold>
</xref>). After filtering, we focused on SVs longer than 10kb, resulting in the retention of 949 (between <italic>C. longepaniculata</italic> and <italic>C. camphora</italic>) and 701 (between <italic>C. longepaniculata</italic> and <italic>C. kanehirae</italic>) SVs, respectively. The analysis of functional enrichment of genes within 10kb of SV breakpoints showed significant enrichment in terms of terpene synthase activity (GO:0010333), terpenoid biosynthetic process (GO:0016114), monoterpene metabolic process (GO:0016098), and chloroplast RNA processing (GO:0031425), among others. This suggests that post-WGD diploidization may play a part in improving the terpenoid biosynthesis pathway (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S15</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Comparative genomic, Co-linearity and Gene family sharing analysis, <bold>(A)</bold> Comparative genomic analysis of <italic>Camphora longepaniculata</italic> and other plant species. Annotated differentiation time, a 95% confidence interval for differentiation time, and the expansion or contraction of gene families in each species. <bold>(B)</bold> Co-linearity of <italic>Cinnamomum camphora</italic>, <italic>Cinnamomum kanehirae</italic>, and <italic>Camphora longepaniculata</italic>. <bold>(C)</bold> Gene family sharing in <italic>C. longepaniculata</italic>, <italic>C. camphora</italic>, <italic>C. kanehirae</italic>, <italic>C. salicifolius</italic>, and <italic>P. americana</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1372127-g002.tif"/>
</fig>
<p>After a thorough evaluation of gene families in each of the 12 species, it was determined that 1,769 extended families and 1,884 contracted families are included in the genome of <italic>C. longepaniculata</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Statistical analysis revealed that 584 expanded and 497 contracted gene families were statistically significant (P &lt; 0.05; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables S16</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S17</bold>
</xref>). These gene families were clarified by the Gene Ontology (GO) enrichment study. Significantly, gene families linked to the following were found to have expanded: &#x201c;transferase activity (GO: 0016740)&#x201d;, &#x201c;catalytic activity (GO: 0003824)&#x201d;, &#x201c;response to oomycetes (GO: 0002239)&#x201d;, &#x201c;regulation of hydrogen peroxide metabolic process (GO: 0010310)&#x201d;, and &#x201c;secondary metabolic process (GO: 0019748)&#x201d; (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S16</bold>
</xref>). These gene families may help to explain the high levels of oil content and environmental resistance in <italic>C. longepaniculata</italic>. The gene families for &#x201c;vesicle coating (GO: 0006901), Golgi vesicle transport (GO: 0048193), response to hydroperoxide (GO: 0033194), and channel activity (GO: 0015267)&#x201d; on the other hand, showed shrinkage (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S17</bold>
</xref>). Moreover, processes like &#x201c;amino acid activation (GO: 0043038),&#x201d; &#x201c;peptide metabolic process (GO: 0006518),&#x201d; &#x201c;calcium-mediated signaling (GO: 0019722),&#x201d; &#x201c;organic acid metabolic process (GO: 0006082),&#x201d; and &#x201c;small molecule metabolic process (GO: 0044281)&#x201d; were identified by GO enrichment analysis focused on <italic>C. longepaniculata</italic> specific gene families. These processes are all crucial to the process of oil biosynthesis (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S18</bold>
</xref>).</p>
</sec>
<sec id="s3_6">
<title>Analysis of terpene biosynthesis and related genes</title>
<p>Due to the high concentration of terpenoids (volatile organic compounds) in the leaf essential oil of <italic>C. longepaniculata</italic> and their role as important sources of plant fragrance, we focused on the terpene biosynthesis pathway genes in the <italic>C. longepaniculata</italic> genome. Terpenoids (monoterpenes, sesquiterpenes and iridoids) are usually synthesized via the MVA and MEP pathways (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). We identified a total of 37 relevant genes from these two pathways in the <italic>C. longepaniculata</italic> genome (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S19</bold>
</xref>). The results showed that there was no significant difference in the copy number of these genes in the Lauraceae species overall. However, the MVD genes, which encodes diphosphomevalonate decarboxylase, showed significant expansion compared to other species, reaching up to 5 copies in <italic>C. longepaniculata</italic> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S19</bold>
</xref>). These genes are responsible for catalyzing the conversion of mevalonate-5-diphosphate to isopentenyl diphosphate (IPP), which is one of the important precursors for synthesizing various terpenoids. This reaction step links the early steps of terpene biosynthesis with the subsequent conversion steps. The expansion of the MVP gene family in the genome of <italic>C. longepaniculata</italic> may be of significance for its terpenoid biosynthesis.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Genomic insights into terpenoid biosynthesis and distribution in <italic>Camphora longepaniculata</italic>. <bold>(A)</bold> MEP and MVP pathway for the biosynthesis of terpenoid. <bold>(B)</bold> Phylogenetic analysis of <italic>TPS</italic>s from <italic>Camphora longepaniculata</italic> and other plant species. <bold>(C)</bold> Phylogenetic analysis of <italic>BAHD</italic>s from <italic>Camphora longepaniculata</italic> and <italic>Arabidopsis thaliana.</italic> <bold>(D)</bold> Distribution of <italic>TPS</italic> and <italic>BAHD</italic> genes on chromosomes in <italic>Camphora longepaniculata</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1372127-g003.tif"/>
</fig>
<p>On the other hand, 1,8-Cineole, &#x3b1;-terpineol, and &#x3b3;-terpinene are important constituents of the leaf essential oil in <italic>C. longepaniculata</italic>, and these three compounds all belong to the class of monoterpenes. Subsequently, we focused on terpene synthase (TPS), which is crucial in the biosynthesis of terpenes. It catalyzes a variety reactions in the MVA and MEP pathways to produce the basic skeletons of terpenoids. We identified 74 genes encoding terpene synthase in <italic>C. longepaniculata</italic> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S20</bold>
</xref>). Notably, the <italic>TPS</italic> gene family in <italic>Lauraceae</italic> species significantly expanded compared to other selected species (<italic>C. longepaniculata</italic>: 74; <italic>C. camphora</italic>: 75; <italic>C. kanehirae</italic>: 88; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S20</bold>
</xref>). More tree-based study of these <italic>TPS</italic> genes showed that the <italic>TPS-b</italic> and <italic>TPS-g</italic> subfamilies have grown in Lauraceae species (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S20</bold>
</xref>). Members of these two subfamilies mainly synthesize non-cyclic monoterpenes, sesquiterpenes, and diterpenes. This partially clarifies the significant contribution of the <italic>TPS-b</italic> and <italic>TPS-g</italic> gene families&#x2019; expansion to the accumulation of monoterpenes in <italic>C. longepaniculata</italic>&#x2019;s leaf essential oil. BAHD acyltransferases, which participate in the synthesis of various flavors and fragrances in plants, generally transform terpenes into esters. In the genome of <italic>C. longepaniculata</italic>, we identified 98 genes that belong to the <italic>BAHD</italic> gene family. Phylogenetic analysis showed that the growth of different subfamilies of the <italic>BAHD</italic> gene family was significantly different between species (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S21</bold>
</xref>). We observed expansion trend in several subfamilies of Lauraceae species, including <italic>BAHD-I-b</italic>, <italic>BAHD-II-b</italic>, and <italic>BAHD-III-a</italic>. Specifically, for <italic>C. longepaniculata</italic>, the number of genes in the <italic>BAHD-II-b</italic> subfamily reached up to 19 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S21</bold>
</xref>). Also, the <italic>BAHD-II-b</italic> and <italic>BAHD-III-a</italic> subfamilies of <italic>C. longepaniculata</italic> formed a separate sub-branch compared to the reference sequence of <italic>A. thaliana</italic>. This suggests that the lineage specificity of the <italic>BAHD-II-b</italic> and <italic>BAHD-III-a</italic> genes may have different functions, which may help create the unique smell of <italic>C. longepaniculata.</italic> Observation of the chromosomal locations of <italic>TPS</italic> and <italic>BAHD</italic> gene families revealed that, similar to previous results in other plants (<xref ref-type="bibr" rid="B60">Xu et&#xa0;al., 2022</xref>), many <italic>TPS</italic> genes in <italic>C. longepaniculata</italic> exhibited tandem repeats. Specifically, these <italic>TPS</italic> genes formed gene clusters on chromosomes 3, 4, 7, and 9, showing a distinct clustered distribution pattern. On chromosomes 7 and 9, we found two large gene clusters, one with 18 genes and the other with 27 genes. This suggests that tandem duplication events recently created these genes (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>). At the same time, we observed several gene clusters on chromosomes 2 and 10 for the distribution of <italic>BAHD</italic> genes their overall distribution did not follow the same clustered pattern as <italic>TPS</italic>.</p>
<p>In comparison, our findings show that, like <italic>C. camphora</italic> and <italic>C. kanehirae</italic>, <italic>C. longepaniculata</italic> has similar gene positions and good collinearity on the same chromosomes (<xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure S3</bold>
</xref>). Tandem repeats, such as <italic>MVD1</italic> and <italic>MVD2</italic> in <italic>C. longepaniculata</italic>, as well as <italic>MVD3</italic>, <italic>MVD4</italic>, and <italic>MVD5</italic> (<xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure S3</bold>
</xref>), account for the majority of the differences in gene copy numbers between these genomes. Furthermore, structural arrangements lead to gene duplications, as seen in the cases of <italic>FPPS2</italic> and <italic>FPPS3</italic>, which most likely resulted from chromosome segmental duplication events. Notably, an inversion on chromosome 9 reconfigured the <italic>TPS</italic> gene cluster, resulting in a more densely packed arrangement of these genes, which was also found in the <italic>C. camphora</italic> genome (<xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure S3</bold>
</xref>). This data further demonstrates that pathway genes are highly expressed, with at least one gene from each family (<xref ref-type="supplementary-material" rid="SF4">
<bold>Supplementary Figure S4</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>
<italic>Camphora longepaniculata</italic>&#x2019;s chromosome-level genome assembly represents a significant step forward in Lauraceae genomic investigations. The assembly has the longest contig or scaffold N50 values reported for this family&#x2014;41.11 Mb and 63.78 Mb, respectively&#x2014;and an impressive genome completeness of 99.01% as assessed by BUSCO results (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables S3</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S7</bold>
</xref>; <xref ref-type="bibr" rid="B8">Chaw et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B23">Han et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B35">Li et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B47">Shen et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B59">Xiong et&#xa0;al., 2022</xref>).With its high-quality metrics, it establishes a new benchmark. Besides, our mapping Illumina short reads, SNP validation, and Poisson distribution analysis (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure S1</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S11</bold>
</xref>) collectively affirmed the reliability, accuracy, and completeness of <italic>C. longepaniculata</italic> genome assembly. This validation is critical for demonstrating our genomic data&#x2019;s dependability in future biological studies. We need this high-quality genomic data to learn more about the genetic structure and metabolic abilities of <italic>C. longepaniculata</italic>, especially how it makes terpenoids, which are important parts of the leaf essential oil that have big economic and environmental values (<xref ref-type="bibr" rid="B37">Li et&#xa0;al., 2012</xref>, <xref ref-type="bibr" rid="B36">2014</xref>). Our findings greatly increase our understanding of the <italic>Camphora</italic> genus, which is commonly mistaken for <italic>Cinnamomum</italic> in the Lauraceae family. New phylogenetic research and molecular data show that <italic>Cinnamomum</italic> is polyphyletic. <italic>Camphora</italic> is now a separate genus, containing 18 species that form a monophyletic group, according to <xref ref-type="bibr" rid="B46">Rohwer et&#xa0;al. (2019)</xref> and <xref ref-type="bibr" rid="B66">Yang et&#xa0;al. (2022)</xref>. This differentiation is critical because <italic>Camphora</italic> species, found across Asia&#x2019;s tropical and subtropical climates, have specific evergreen features that differ significantly from those of <italic>Cinnamomum</italic>. It&#x2019;s important to know the differences between <italic>Camphora</italic> and other <italic>Cinnamomum</italic> species by looking at their genetic traits. For example, <italic>Camphora</italic> has alternating, pinnately veined leaves and fruiting tepals that don&#x2019;t stay in place, while some <italic>Cinnamomum</italic> species have opposite, triplivined leaves and persistent tepals. Our genomic study backs up these results by showing that <italic>C. longepaniculata</italic> and <italic>C. camphora</italic> share more gene families and fewer structural variants (SVs) than <italic>C. kanehirae</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure S3</bold>
</xref>). This genetic similarity supports taxonomic distinction and indicates evolutionary divergences tailored to specific ecological niches. Furthermore, our findings are consistent with morphological observations published by <xref ref-type="bibr" rid="B21">Gang et&#xa0;al. (2021)</xref> and <xref ref-type="bibr" rid="B1">Abeysinghe et&#xa0;al. (2020)</xref>, giving a solid foundation for understanding the evolutionary processes of these taxa. Our comparative genomic analyses, which include divergence times and gene family compositions, not only show that <italic>Camphora</italic> has a unique genetic lineage, but they also help us learn more about its evolutionary history and how it has changed over time (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). This genomic clarity enables a more in-depth examination of <italic>Camphora</italic>&#x2019;s distinctive features, as well as their ecological and evolutionary consequences, laying the groundwork for future research on biodiversity conservation and the sustainable usage of these species. The genetic divergence between <italic>Camphora</italic> and <italic>Cinnamomum</italic> emphasizes the necessity of proper taxonomic classifications in advancing our understanding of plant biology and informing conservation initiatives. Furthermore, the genome data from <italic>C. longepaniculata</italic> sheds light on magnoliid evolution, providing a more complete evolutionary context within the angiosperms. This closes a major gap in our evolutionary knowledge.</p>
<p>The identification of a robust ensemble of genes participating in the MVA and MEP pathways, particularly the expansion of the MVD genes, demonstrates a genetic propensity for increased terpenoid synthesis (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S19</bold>
</xref>). This enlargement, which is suggestive of evolutionary adaptation, increases the plant&#x2019;s ability to synthesize terpenoids. These chemicals are important for the plant&#x2019;s survival and ability to interact with its environment because they help protect it and attract pollinators (<xref ref-type="bibr" rid="B42">Nerg et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B15">Della Rocca et&#xa0;al., 2020</xref>). Surprisingly, the discovery of 74 <italic>TPS</italic> genes&#x2014;a substantially higher number than observed in other species&#x2014;demonstrates the plant&#x2019;s particular capacity for terpene synthesis (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S20</bold>
</xref>). TPS enzymes are known for accelerating the production of the basic carbon skeletons of terpenoids, hence their quantity and diversity indicate the plant&#x2019;s ability to synthesize a wide range of terpenoid molecules. The growth of specific TPS subfamilies, particularly TPS-b and TPS-g, which are primarily involved in the synthesis of non-cyclic monoterpenes, sesquiterpenes, and diterpenes, may contribute to the high concentration of these chemicals in <italic>C. longepaniculata</italic> essential oils (<xref ref-type="bibr" rid="B10">Chen et&#xa0;al., 2011</xref>). This association not only confirms the functional relevance of these gene expansions, but also shows their potential contribution to the species&#x2019; specific aromatic qualities. Furthermore, the expansion of the BAHD acyltransferase gene family in <italic>C. longepaniculata</italic>, as evidenced by lineage-specific expansions in subfamilies BAHD-II-b and BAHD-III-a, indicates evolutionary adaptation for more complex terpenoid modifications into aroma compounds (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S21</bold>
</xref>; <xref ref-type="bibr" rid="B51">Srivastava and Sangwan, 2012</xref>). This increase is consistent with the family&#x2019;s recognized role in esterification, which is essential for producing varied flavors and scents and so contributes to the species&#x2019; distinct aromatic properties (<xref ref-type="bibr" rid="B50">Souleyre et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B13">Cumplido-Laso et&#xa0;al., 2012</xref>). The chromosomal mapping of <italic>TPS</italic> and <italic>BAHD</italic> genes improves our understanding of the genomic architecture that underpins terpenoid biosynthesis. The presence of large gene clusters, notably <italic>TPS</italic> genes on chromosomes 7 and 9, suggests recent tandem duplication events, which may be promoting the diversity of terpene biosynthesis enzymes in <italic>C. longepaniculata</italic> (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>). This genomic architecture is consistent with observations from <italic>C. camphora</italic>, indicating a shared evolutionary approach within the genus (<xref ref-type="bibr" rid="B47">Shen et&#xa0;al., 2022</xref>). This pattern of gene duplication and clustering is prevalent in plant genomes and is frequently linked to the rapid evolution of gene families that respond to ecological and environmental stressors (<xref ref-type="bibr" rid="B64">Yang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B31">Lei et&#xa0;al., 2024</xref>).</p>
<p>The identification of SVs associated with terpenoid synthesis genes, notably inside the greatest tandem repeat sections of <italic>TPS</italic> genes on chromosome 9 of the <italic>C. longepaniculata</italic> genome, provides deep insights into the plant&#x2019;s evolutionary biology (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure S3</bold>
</xref>). These findings imply that SVs play a substantial role in the diversification and specialization of terpenoid biosynthesis pathways, emphasizing their importance as evolutionary tools that allow <italic>C. longepaniculata</italic> to tune chemical outputs to environmental stresses. The link between genetic rearrangements and metabolic pathway specialization improves our understanding of terpenoid production&#x2019;s molecular dynamics and identifies prospective targets for biotechnological improvements targeted at improving terpenoid yield and variety. Our study highlights critical targets for genetic engineering to increase the production and diversity of terpenoids, which have significant commercial and ecological significance. Using full genomic knowledge could transform approaches for analyzing gene activity within organisms, hastening developments in agriculture and pharmaceuticals. <italic>C. longepaniculata</italic>&#x2019;s unique biochemical capabilities provide opportunities to generate new products and improve existing ones by using its genetic resources. This genomic research sets the path for future studies that use <italic>C. longepaniculata</italic>&#x2019;s inherent genetic variety to potentially increase terpenoid production, contributing to the fields of natural product chemistry and sustainable resource management. It emphasizes the significance of combining genomic data with ecological and evolutionary insights in order to fully realize plant species&#x2019; potential in a changing global context.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusion</title>
<p>Our study presents a chromosome-level genome assembly of <italic>C. longepaniculata</italic> using HiFi sequencing, which was supplemented with short-read and Hi-C sequencing. <italic>C. longepaniculata</italic> genomic analysis has provided valuable insights into its genetic composition and functional characteristics. We identified key patterns of gene family sharing and divergence using comparative genomics with 11 other species, shedding light on the relationships between <italic>C. longepaniculata</italic> and closely related species like <italic>C. camphora</italic>. The estimated divergence times, collinearity results, and evidence of Whole Genome Duplication (WGD) provide a complete picture of the species&#x2019; evolutionary history. The fact that the <italic>TPS</italic> and <italic>BAHD</italic> gene families have grown so much in the genome shows how important secondary metabolite pathways have been for evolution as ways for <italic>Camphora</italic> species to adapt. This is in line with ecological and evolutionary theories that say secondary metabolites are very important for plants to adapt and survive. This genomic characterization of <italic>C. longepaniculata</italic> lays the groundwork for more biochemical and ecological studies that will look into how these genomic features affect function. This could pave the way for the biotechnological use of these natural products.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The data presented in the study are deposited in the NCBI repository, accession number PRJNA1068955. The genome assembly file, all the annotation files, and source data for phylogenetic and population analyses are available at Figshare (<uri xlink:href="https://figshare.com/s/ff6a0f810527f61ef63c">https://figshare.com/s/ff6a0f810527f61ef63c</uri>). All other data are available from the corresponding authors on reasonable request.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>KY: Conceptualization, Formal analysis, Funding acquisition, Methodology, Project administration, Resources, Software, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. HZ: Conceptualization, Data curation, Investigation, Methodology, Visualization, Writing &#x2013; review &amp; editing. GC: Data curation, Validation, Writing &#x2013; review &amp; editing. LM: Data curation, Formal analysis, Writing &#x2013; review &amp; editing. JL: Methodology, Validation, Writing &#x2013; review &amp; editing. JZ: Investigation, Software, Writing &#x2013; review &amp; editing. SL: Formal analysis, Validation, Writing &#x2013; review &amp; editing. YW: Data curation, Validation, Writing &#x2013; review &amp; editing. RF: Formal analysis, Investigation, Writing &#x2013; review &amp; editing. SS: Formal analysis, Software, Writing &#x2013; review &amp; editing. ME: Formal analysis, Software, Writing &#x2013; review &amp; editing. RH: Formal analysis, Software, Writing &#x2013; review &amp; editing. QW: Conceptualization, Methodology, Validation, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. AE-S: Conceptualization, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. DR: Conceptualization, Methodology, Validation, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was co-supported by the Yibin City Science and Technology Bureau Project (Grant No. 2022NY010), the Scientific Research Project of Yibin University (Grant No. 2022YY07) and the National Natural Science Foundation of China (Grant No. 32371900).</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2024.1372127/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2024.1372127/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image_1.tif" id="SF1" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;1</label>
<caption>
<p>Scatter plot illustrating the sequencing depth versus the GC-content based on 10-kilobase (kb) windows.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_2.tif" id="SF2" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;2</label>
<caption>
<p>Intra-genomic comparison within <italic>Camphora longepaniculata.</italic>
</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_3.tif" id="SF3" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;3</label>
<caption>
<p>SVs identified between <italic>Camphora longepaniculata</italic> and <italic>Cinnamomum camphora</italic> (top) and between <italic>Camphora longepaniculata</italic> and <italic>Cinnamomum kanehirae</italic> (bottom) across the 12 chromosomes.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_4.tif" id="SF4" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;4</label>
<caption>
<p>Expression level of pathway genes.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
</sec>
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