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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.2024.1489102</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Data Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Chromosome-level assembly of the <italic>Clinopodium gracile</italic> genome</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gao</surname>
<given-names>Yubang</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2708815"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>School of Life Sciences, Nanyang Normal University</institution>, <addr-line>Nanyang, Henan</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Yi-Hong Wang, University of Louisiana at Lafayette, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Fei He, Chinese Academy of Sciences (CAS), China</p>
<p>Kaiye Liu, Hainan University, China</p>
<p>Xiaohui Zhang, Chinese Academy of Agricultural Sciences, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Yubang Gao, <email xlink:href="mailto:gaoyubang@qq.com">gaoyubang@qq.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>11</day>
<month>11</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1489102</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Gao</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Gao</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>
<italic>Clinopodium gracile</italic> is an important medicinal herb in the Lamiaceae family. This species lacks corresponding genomic resources, which significantly limits the study of its active compound synthesis pathways, breeding practices, and assessment of natural genetic variations. We assembled the chromosomal-level genome of <italic>C. gracile</italic> using Oxford Nanopore (ONT) technology and Hi-C sequence. The assembled genome is 307.3 Mb in size and consists of 9 chromosomes. The scaffold N50 was 36.3 Mb. The BUSCO completeness (Embryophyta_db10) of the genome was 97.2%. The genome annotates 40,083 protein coding genes. <italic>C. gracile</italic> and <italic>S. miltiorrhiza</italic> diverged approximately 30.615 million years ago. <italic>C. gracile</italic> has not undergone recent species-specific WGD events. A high proportion of young LTRs indicates a recent transposable element (TE) transposition burst in <italic>C. gracile</italic>.</p>
</abstract>
<kwd-group>
<kwd>genome</kwd>
<kwd>chinese herbal medicine</kwd>
<kwd>Clinopodium gracile</kwd>
<kwd>nanopore sequence</kwd>
<kwd>Hi-C assembly</kwd>
</kwd-group>
<contract-num rid="cn001">231279, 2024PY019</contract-num>
<contract-sponsor id="cn001">Nanyang Normal University<named-content content-type="fundref-id">10.13039/501100004943</named-content>
</contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="35"/>
<page-count count="6"/>
<word-count count="2050"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Functional and Applied Plant Genomics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>
<italic>C. gracile</italic> (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>) is a medicinal plant belonging to the genus Clinopodium in the Lamiaceae family (<xref ref-type="bibr" rid="B5">Dai et&#xa0;al., 1984</xref>). The Clinopodium genus comprises 20 species, most of which are medicinal plants (<xref ref-type="bibr" rid="B33">Yao et&#xa0;al., 2020</xref>). The triterpenoid saponins of <italic>C. gracile</italic> exhibit various pharmacological effects, such as anti-inflammatory (<xref ref-type="bibr" rid="B21">Park et&#xa0;al., 2010</xref>), cardioprotection (<xref ref-type="bibr" rid="B9">Hu et&#xa0;al., 2017</xref>), and anti-tumor characteristics (<xref ref-type="bibr" rid="B6">Dzhambazov et&#xa0;al., 2002</xref>). Additionally, it exhibits insecticidal activities (<xref ref-type="bibr" rid="B4">Chen et&#xa0;al., 2013</xref>). Research on <italic>C. gracile</italic> involves transcriptomics of different tissues analysis (<xref ref-type="bibr" rid="B35">Zhao et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B25">Shan et&#xa0;al., 2020</xref>). Moreover, studies on species like <italic>Clinopodium chinese</italic> include transcriptomics analysis (<xref ref-type="bibr" rid="B26">Shi et&#xa0;al., 2019</xref>) and microRNA analysis (<xref ref-type="bibr" rid="B32">Xu et&#xa0;al., 2022</xref>). <italic>C. gracile</italic> and other plants in the same genus lack corresponding reference genomes, significantly hindering the study of their active compound synthesis pathways, breeding practices, and assessment of natural genetic variations.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Chromosome-scale assembly of the <italic>C</italic>. <italic>gracile</italic> genome. <bold>(A)</bold>. The phenotype of <italic>C</italic>. <italic>gracile</italic> (The flower pot size was 15&#xa0;cm). <bold>(B)</bold> Heat map of Hi-C interactions for the <italic>C</italic>. <italic>gracile</italic> genome. <bold>(C)</bold> Circos plot showing features in a 100 kb window on 9 chromosomes of the <italic>C</italic>. <italic>gracile</italic> genome.  a. Length of each pseudochromosome (Mb). b. Distribution of repetitive sequences. c. Distribution of gene density. d. Distribution of the GC content.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1489102-g001.tif"/>
</fig>
<p>With continuous improvements in DNA sequencing technologies, assembling chromosome-level genomes is becoming increasingly feasible (<xref ref-type="bibr" rid="B11">Kong et&#xa0;al., 2023</xref>). Nanopore sequencing, known for its long-read capability, offers distinct advantages in genome assembly (<xref ref-type="bibr" rid="B16">MacKenzie and Argyropoulos, 2023</xref>). Here, we employed ONT nanopore sequencing and Hi-C sequence to assemble the <italic>C. gracil</italic>e genome. The assembly&#x2019;s contig N50 values were 36.3 Mb. Comparative genomic analysis indicated that the <italic>C. gracile</italic> genome had undergone a TE insertion burst. The assembled genome with gene annotations is the first reference genome for this species and the genus. The assembled genome in this study will facilitate research on the <italic>C. gracile</italic> genome, metabolic engineering, and the improvement of elite cultivars.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Material collection and genome sequencing</title>
<p>The plants used for genome sequencing were cultivated under laboratory conditions: 25&#xb0;C, 3000&#xa0;lx, and a photoperiod of 16 hours light to 8 hours dark. High molecular weight DNA (HMW DNA) was extracted for subsequent library construction. Genomic DNA was extracted using the Qiagen MagAttract HMW DNA Mini Kit, following the manufacturer&#x2019;s protocol. The Hi-C libraries were prepared by chromatin crosslinking, restricted enzyme (MboI) digestion, end filling and biotinylation tagging, DNA purification and shearing. All of the prepared DNA fragments were processed into paired-end sequencing libraries. Sequencing was performed on the DNBSEQ-T7 and PromethION platforms.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Genome survey</title>
<p>We used fastp (<xref ref-type="bibr" rid="B3">Chen et&#xa0;al., 2018</xref>) version 0.20.1 to trim the raw reads. Using the trimmed data, we employed Jellyfish (<xref ref-type="bibr" rid="B17">Mar&#xe7;ais and Kingsford, 2011</xref>) version 2.3.0 to calculate the K-mer distribution histogram. Genome size, heterozygosity, and repeat rate were estimated using GenomeScope 2.0 (<xref ref-type="bibr" rid="B23">Ranallo-Benavidez et&#xa0;al., 2020</xref>). Genomic ploidy was analyzed using Smudgeplot (<xref ref-type="bibr" rid="B23">Ranallo-Benavidez et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Genome assembly and gene annotation</title>
<p>The genome was assembled using NextDenovo (<xref ref-type="bibr" rid="B8">Hu et&#xa0;al., 2023</xref>) version 2.5.2. The assembled sequences were polished four times using NextPolish (<xref ref-type="bibr" rid="B7">Hu et&#xa0;al., 2020</xref>) version 1.4.1 with short read. Repetitive elements in the genome were annotated using EDTA version 2.0.1 (<xref ref-type="bibr" rid="B20">Ou et&#xa0;al., 2019</xref>). Gene prediction was conducted using Funannotate version 1.8.16 (<ext-link ext-link-type="uri" xlink:href="https://github.com/nextgenusfs/funannotate">https://github.com/nextgenusfs/funannotate</ext-link>), integrating <italic>de novo</italic> prediction, homology prediction, and transcriptome sequencing data. Functional annotation was performed using DIAMOND (<xref ref-type="bibr" rid="B1">Buchfink et&#xa0;al., 2015</xref>) version 2.0.14.152 for protein BLAST against EggNOG/SwissProt/NR/TAIR databases. tRNAs, rRNAs, miRNAs, and snRNAs were identified using Infernal (<xref ref-type="bibr" rid="B19">Nawrocki and Eddy, 2013</xref>) version 1.1. The completeness of the genome assembly and protein-coding genes were evaluated using BUSCO (<xref ref-type="bibr" rid="B27">Sim&#xe3;o et&#xa0;al., 2015</xref>) version 5.2.2. The assembly quality was assessed by mapping short-read data to the assembled genome using Bowtie2 (<xref ref-type="bibr" rid="B13">Langmead and Salzberg, 2012</xref>) version 2.4.4. Long-read data was mapped to the assembled genome using Minimap2 (<xref ref-type="bibr" rid="B14">Li, 2018</xref>) version 2.24-r1122.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Phylogenetic analysis</title>
<p>Protein sequences from <italic>C. gracile</italic> and ten other flowering plants (<italic>Oryza sativa</italic>, <italic>Amborella trichopoda</italic>, <italic>Arabidopsis thaliana</italic>, <italic>Coffea canephora</italic>, <italic>Theobroma cacao</italic>, <italic>Vitis vinifera</italic>, <italic>Salvia miltiorrhiza</italic>, <italic>Leonurus japonicus</italic>, <italic>Tectona grandis</italic>, and S<italic>olanum lycopersicum</italic>) were utilized to create a phylogenetic tree. OrthoVenn3 (<xref ref-type="bibr" rid="B29">Sun et&#xa0;al., 2023</xref>) supported analyses of phylogenetic and gene family expansions and contractions. The process entailed using OrthoMCL (<xref ref-type="bibr" rid="B15">Li et&#xa0;al., 2003</xref>) for identifying homologous proteins and unique genes. FastTree2 (<xref ref-type="bibr" rid="B22">Price et&#xa0;al., 2010</xref>) version 2.1.7 was employed to develop the phylogenetic tree using the JTT+CAT model. SH tests verified node accuracy. Divergence among species was calculated using the r8s tool (<xref ref-type="bibr" rid="B24">Sanderson, 2003</xref>) version 1.81 with known divergence times between <italic>A. thaliana</italic> and <italic>C. canephora</italic>, <italic>A. thaliana</italic> and <italic>V. vinifera</italic>, <italic>S. lycopersicum</italic> and <italic>T. cacao</italic>, <italic>S. miltiorrhiza</italic> and <italic>L. japonicus</italic>. Additionally, gene family expansions and contractions were evaluated with CAFE5 (<xref ref-type="bibr" rid="B18">Mendes et&#xa0;al., 2020</xref>), applying a stochastic birth-and-death model. Assess the statistical significance via conditional likelihood, with P-values &lt;= 0.01 indicating significant findings.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Duplicated gene analysis</title>
<p>MCScanX (<xref ref-type="bibr" rid="B30">Wang et&#xa0;al., 2012</xref>) was used to detect synteny and collinearity within and between species. Duplicated genes originating from WGDs were extracted from collinear regions. The downstream analysis script &#x2018;duplicate_gene_classifier&#x2019; from MCScanX was utilized to categorize types of duplicated genes. Based on codon alignments using the YN substitution model, the four-fold degenerate transversion (4DTv) distances were calculated between orthologous and paralogous gene pairs within and between species. GO enrichment analysis was performed using ClusterProfiler (<xref ref-type="bibr" rid="B31">Wu et&#xa0;al., 2021</xref>) version 4.0. Circos are plotted using the TBtools (<xref ref-type="bibr" rid="B2">Chen et&#xa0;al., 2020</xref>) circos function. The link size parameter under the link region config setting was set to 0.1.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>RNA-Seq analysis</title>
<p>Previously published RNA-Seq data for <italic>C. gracile</italic> roots, stems, leaves, and flowers (<xref ref-type="bibr" rid="B25">Shan et&#xa0;al., 2020</xref>) were downloaded. The downloaded RNA-seq reads were mapped to the <italic>C. gracile</italic> genome using HISAT2 (<xref ref-type="bibr" rid="B10">Kim et&#xa0;al., 2019</xref>) version 2.2.1. Gene expression levels were quantified by calculating FPKM values using StringTie2 (<xref ref-type="bibr" rid="B12">Kovaka et&#xa0;al., 2019</xref>) version 2.2.1.</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Data</title>
<sec id="s3_1">
<label>3.1</label>
<title>Genome assembly</title>
<p>32.26 Gb short-read data, 32.46 Gb Nanopore long-read data and 43.2 Gb Hi-C data were generated (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>). Genome survey using short-read data revealed a genome size of 269.73 MB, with repeat elements constituting 36.9% and heterozygosity of 0.27% (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref>). Genomic ploidy analysis predicts the <italic>C. gracile</italic> genome to be diploid (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S2</bold>
</xref>). The long-read assembly resulted in a 307 Mb genome comprising 31 contigs, with an N50 of 28.2 Mb. Post-scaffolding with Hi-C data yielded 9 pseudochromosomes with an N50 of 36.3 Mb (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). The pseudochromosome ranges from 39.2 Mb to 26.9 Mb, covering 99.7% of the genome. Chromosomes were numbered in descending order of size. For the genome assembly, the BUSCO completeness was 97.21% (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2</bold>
</xref>). The mapping rates of short-read and long-read genomic data to the unmasked genome were 88.72% and 99.38%, respectively. The mapping rate of previously published RNA-Seq data (<xref ref-type="bibr" rid="B25">Shan et&#xa0;al., 2020</xref>) was 93.90%. These results indicated good assembly quality.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Gene prediction and gene annotation</title>
<p>The genome contains 51.39% repetitive sequences, with Type I transposable elements (TEs) comprising 36.35% and Type II TEs 15.04%. Within Type I TEs (LTR-RTs), the highest proportion is Gypsy (21.92%), followed by Copia (12.47%). Consistent with most plants, LTR-RT represents the most prevalent elements in the <italic>C. gracile</italic> genome. In <italic>C. gracile</italic>, the Gypsy (21.92%) and Copia (12.47%) retrotransposon families exhibit a slight contraction compared to <italic>Salvia miltiorrhiza</italic> (Gypsy: 29.83%, Copia: 14.77%) (<xref ref-type="bibr" rid="B28">Song et&#xa0;al., 2020</xref>).</p>
<p>After masking repetitive sequences, we predicted 40,083 protein-coding genes (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). The average coding sequence (CDS) length of genes is 978 bp (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S3</bold>
</xref>). Genes contain 4.33 exons on average. 34,193 (85.3%) predicted genes could be annotated in public databases (EggNOG, NR, Swiss-Prot, and TAIR). These results indicate that the <italic>C. gracile</italic> genome assembly is high quality and nearly complete. Terpene synthesis-related genes in <italic>T. grandis</italic> (<xref ref-type="bibr" rid="B34">Zhao et&#xa0;al., 2019</xref>) were used for homology prediction. A total of 42 genes of terpene synthesis-related pathways were predicted. Of these, 14 were involved in the mevalonate (MVA) pathway and 28 in the methylerythritol phosphate (MEP) pathway (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S6</bold>
</xref>). Additionally, we predicted 732 rRNAs, 634 tRNAs, 492 miRNAs, and 1009 snRNAs.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Comparative genomic analysis of <italic>C. gracile</italic> with other plants</title>
<p>Combining the protein sequences of <italic>C. gracile</italic> and ten other angiosperms yielded 40,083 proteins (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S4</bold>
</xref>). Clustering identified 34,011 gene families, including 319 single-copy gene families (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S5</bold>
</xref>). These single-copy genes were used to construct a phylogenetic tree, incorporating known divergence times. <italic>C. gracile</italic> and <italic>S. miltiorrhiza</italic> diverged approximately 30.615 million years ago (MYA) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Synteny analysis between <italic>C. gracile</italic> and <italic>S. miltiorrhiza</italic> revealed&#xa0;limited collinearity (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S3</bold>
</xref>), indicating&#xa0;significant genomic changes since their divergence. In <italic>C. gracile</italic>,&#xa0;there are expansions in 36 gene families and contractions in&#xa0;621&#xa0;gene families. The expanded genes are primarily enriched&#xa0;in&#xa0;categories related to environmental stress, such as response&#xa0;to&#xa0;growth hormone, toxic substances, and cadmium ion (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S4</bold>
</xref>). A comparison across four Lamiaceae species showed 508 conserved gene families, suggesting high conservation within the family (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). <italic>C. gracile</italic> and <italic>S. miltiorrhiza</italic> have retained the most species-specific gene families, which may be functionally unique.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Gene family and phylogenetic tree analyses of <italic>C</italic>. <italic>gracile</italic> and other representative plant genomes. <bold>(A)</bold> A phylogenetic tree based on shared single-copy gene families, gene family expansions, and contractions among <italic>C</italic>. <italic>gracile</italic> and ten other species. The bar chart on the right displays gene family clustering in <italic>C</italic>. <italic>gracile</italic> and ten other plant species. <bold>(B)</bold> Venn Diagram Representation of Gene Family Overlaps and Specificities Among <italic>C</italic>. <italic>gracile</italic>, <italic>L. japonicus</italic>, <italic>T. grandis</italic>, and <italic>S. miltiorrhiza</italic> in Labiatae. <bold>(C)</bold> Density plot showing the burst of LTR-RTs in <italic>C</italic>. <italic>gracile</italic>. <bold>(D)</bold> 4DTv distribution of duplicate gene pairs in <italic>C</italic>. <italic>gracile</italic> and <italic>S. miltiorrhiza</italic>, calculated based on the alignment of codons with the YN substitution model. <bold>(E)</bold> Ks value distribution plot for orthologous gene sets between <italic>C</italic>. <italic>gracile</italic> and <italic>S. miltiorrhiza</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1489102-g002.tif"/>
</fig>
<p>TEs play a significant role in genome evolution. In the <italic>C. gracile</italic> genome, the LTR-RT families were analyzed (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). There was one peak (Gypsy or Copia) of LTR-RT amplification within the last 1 million years, indicating a recent burst in LTR-RT amplification in its genome. We identified 1,119 LTR-RTs (87.4%) with insertion times less than 2 MYA. The high proportion of young LTR-RTs suggests that TE transposition has been actively shaping the recent evolutionary history of <italic>C. gracile</italic>.</p>
<p>To further investigate the evolutionary differences between <italic>C. gracile</italic> and <italic>S. miltiorrhiza</italic>, we analyzed the four-fold degenerate transversion (4DTv) rates among orthologous gene pairs within and between species. The peak 4DTv distance of 0.17 corresponds to the speciation event that separated <italic>C. gracile</italic> and <italic>S. miltiorrhiza</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>). The Ks distribution plot for syntenic genes between <italic>C. gracile</italic> and <italic>S. miltiorrhiza</italic> shows similar trends (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2E</bold>
</xref>). The duplicated genes in the genome were categorized, resulting in 6,481 whole-genome duplications (WGDs), 3,738 tandem duplications, 2,529 proximal, 18,144 dispersed, and 9,722 singleton duplications. Tandem duplications are particularly enriched in the secondary metabolite biosynthetic process, response to toxic substances, and toxin metabolic process (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S5</bold>
</xref>), suggesting their role in metabolizing secondary metabolites and toxic substances. We find 225 positively selected genes (Ka/Ks &gt; 1) and 2,022 negatively selected genes (Ka/Ks &lt; 1) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S6</bold>
</xref>). Positively selected genes were enriched in cellular respiration, heat acclimation, and positive regulation of auxin-mediated signaling pathways, indicating selection by harsh environmental conditions (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S7</bold>
</xref>).</p>
</sec>
</sec>
</body>
<back>
<sec id="s4" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: <uri xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</uri>, SRR28508814, SRR28508813, SRR29849768 <uri xlink:href="https://figshare.com/">https://figshare.com/</uri>, <uri xlink:href="https://figshare.com/s/579e58be9da2ccbcb192">https://figshare.com/s/579e58be9da2ccbcb192</uri>.</p>
</sec>
<sec id="s5" sec-type="author-contributions">
<title>Author contributions</title>
<p>GY: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft, Data curation.</p>
</sec>
<sec id="s6" 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. The Foundation of Nanyang Normal University (2023ZX011; 2024PY019), the Key Scientific Research Project of Higher Education Institutions in Henan Province (23B180002), and the Natural Science Foundation of Henan Province (242300420501) provided funding for this project.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>This work is supported by the Foundation of Nanyang Normal University (231279; 2024PY019), the Key Scientific Research Project of Higher Education Institutions in Henan Province (23B180002), and Natural Science Foundation of Henan (242300420501).</p>
</ack>
<sec id="s7" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author declares 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>
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<title>Publisher&#x2019;s note</title>
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<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.2024.1489102/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2024.1489102/full#supplementary-material</ext-link>
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<supplementary-material xlink:href="DataSheet1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
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</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buchfink</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Xie</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Huson</surname> <given-names>D. H.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Fast and sensitive protein alignment using DIAMOND</article-title>. <source>Nat. Methods</source> <volume>12</volume>, <fpage>59</fpage>&#x2013;<lpage>60</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nmeth.3176</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Thomas</surname> <given-names>H. R.</given-names>
</name>
<name>
<surname>Frank</surname> <given-names>M. H.</given-names>
</name>
<name>
<surname>He</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>TBtools: an integrative toolkit developed for interactive analyses of big biological data</article-title>. <source>Mol. Plant</source> <volume>13</volume>, <fpage>1194</fpage>&#x2013;<lpage>1202</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.molp.2020.06.009</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Gu</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>fastp: an ultra-fast all-in-one FASTQ preprocessor</article-title>. <source>Bioinformatics</source> <volume>34</volume>, <fpage>i884</fpage>&#x2013;<lpage>i890</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/bioinformatics/bty560</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>X. B.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X. C.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Z. L.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Essential oil composition and larvicidal activity of Clinopodium gracile (Benth) Matsum (Labiatae) aerial parts against the Aedes albopictus mosquito</article-title>. <source>Trop. J. Pharm. Res.</source> <volume>12</volume>, <fpage>799</fpage>&#x2013;<lpage>804</lpage>. doi: <pub-id pub-id-type="doi">10.4314/tjpr.v12i5.21</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dai</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>1984</year>). <article-title>Morphology, anatomy and chemical constituents of five species of Clinopodium</article-title>. <source>Acta Pharm. Sin. B</source> <volume>19</volume> (<issue>6</issue>), <fpage>425</fpage>&#x2013;<lpage>430</lpage>.</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dzhambazov</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Daskalova</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Monteva</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Popov</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>
<italic>In vitro</italic> screening for antitumour activity of Clinopodium vulgare L.(Lamiaceae) extracts</article-title>. <source>Biol. Pharm. Bull.</source> <volume>25</volume>, <fpage>499</fpage>&#x2013;<lpage>504</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1248/bpb.25.499</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>NextPolish: a fast and efficient genome polishing tool for long-read assembly</article-title>. <source>Bioinformatics</source> <volume>36</volume>, <fpage>2253</fpage>&#x2013;<lpage>2255</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/bioinformatics/btz891</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Ayoola</surname> <given-names>A. O.</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>F.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>An efficient error correction and accurate assembly tool for noisy long reads</article-title>. <source>Genome Biol</source>. <volume>25</volume> (<issue>1</issue>), <fpage>107</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13059-024-03252-4</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname> <given-names>Y.-X.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>Y.-D.</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>G.-X.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>N.-L.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Oleanane triterpene saponins with cardioprotective activity from Clinopodium polycephalum</article-title>. <source>J. Asian Natural Products Res.</source> <volume>19</volume>, <fpage>697</fpage>&#x2013;<lpage>703</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/10286020.2016.1254199</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Paggi</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Park</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Bennett</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Salzberg</surname> <given-names>S. L.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype</article-title>. <source>Nat. Biotechnol.</source> <volume>37</volume>, <fpage>907</fpage>&#x2013;<lpage>915</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41587-019-0201-4</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kong</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Recent advances in assembly of complex plant genomes</article-title>. <source>Genomics Proteomics Bioinf.</source> <volume>21</volume>, <fpage>427</fpage>&#x2013;<lpage>439</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.gpb.2023.04.004</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kovaka</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Zimin</surname> <given-names>A. V.</given-names>
</name>
<name>
<surname>Pertea</surname> <given-names>G. M.</given-names>
</name>
<name>
<surname>Razaghi</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Salzberg</surname> <given-names>S. L.</given-names>
</name>
<name>
<surname>Pertea</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Transcriptome assembly from long-read RNA-seq alignments with StringTie2</article-title>. <source>Genome Biol.</source> <volume>20</volume>, <fpage>1</fpage>&#x2013;<lpage>13</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13059-019-1910-1</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Langmead</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Salzberg</surname> <given-names>S. L.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Fast gapped-read alignment with Bowtie 2</article-title>. <source>Nat. Methods</source> <volume>9</volume>, <fpage>357</fpage>&#x2013;<lpage>359</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nmeth.1923</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Minimap2: pairwise alignment for nucleotide sequences</article-title>. <source>Bioinformatics</source> <volume>34</volume>, <fpage>3094</fpage>&#x2013;<lpage>3100</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/bioinformatics/bty191</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Stoeckert</surname> <given-names>C. J.</given-names>
</name>
<name>
<surname>Roos</surname> <given-names>D. S.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>OrthoMCL: identification of ortholog groups for eukaryotic genomes</article-title>. <source>Genome Res.</source> <volume>13</volume>, <fpage>2178</fpage>&#x2013;<lpage>2189</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1101/gr.1224503</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>MacKenzie</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Argyropoulos</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>An introduction to nanopore sequencing: past, present, and future considerations</article-title>. <source>Micromachines</source> <volume>14</volume>, <fpage>459</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/mi14020459</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mar&#xe7;ais</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Kingsford</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>A fast, lock-free approach for efficient parallel counting of occurrences of k-mers</article-title>. <source>Bioinformatics</source> <volume>27</volume>, <fpage>764</fpage>&#x2013;<lpage>770</lpage>. doi: <pub-id pub-id-type="doi">10.1093/bioinformatics/btr011</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mendes</surname> <given-names>F. K.</given-names>
</name>
<name>
<surname>Vanderpool</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Fulton</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Hahn</surname> <given-names>M. W.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>CAFE 5 models variation in evolutionary rates among gene families</article-title>. <source>Bioinformatics</source> <volume>36</volume>, <fpage>5516</fpage>&#x2013;<lpage>5518</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/bioinformatics/btaa1022</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nawrocki</surname> <given-names>E. P.</given-names>
</name>
<name>
<surname>Eddy</surname> <given-names>S. R.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Infernal 1.1: 100-fold faster RNA homology searches</article-title>. <source>Bioinformatics</source> <volume>29</volume>, <fpage>2933</fpage>&#x2013;<lpage>2935</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/bioinformatics/btt509</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ou</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Su</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Liao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Chougule</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Agda</surname> <given-names>J. R.</given-names>
</name>
<name>
<surname>Hellinga</surname> <given-names>A. J.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Benchmarking transposable element annotation methods for creation of a streamlined, comprehensive pipeline</article-title>. <source>Genome Biol.</source> <volume>20</volume>, <fpage>1</fpage>&#x2013;<lpage>18</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13059-019-1905-y</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Park</surname> <given-names>S.-B.</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>S.-H.</given-names>
</name>
<name>
<surname>Suk</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>H.-S.</given-names>
</name>
<name>
<surname>Kwon</surname> <given-names>T. K.</given-names>
</name>
<name>
<surname>Ju</surname> <given-names>M.-G.</given-names>
</name>
<etal/>
</person-group>. (<year>2010</year>). <article-title>Clinopodium gracile inhibits mast cell-mediated allergic inflammation: involvement of calcium and nuclear factor-&#x3ba; B</article-title>. <source>Exp. Biol. Med.</source> <volume>235</volume>, <fpage>606</fpage>&#x2013;<lpage>613</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1258/ebm.2010.009292</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Price</surname> <given-names>M. N.</given-names>
</name>
<name>
<surname>Dehal</surname> <given-names>P. S.</given-names>
</name>
<name>
<surname>Arkin</surname> <given-names>A. P.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>FastTree 2&#x2013;approximately maximum-likelihood trees for large alignments</article-title>. <source>PloS One</source> <volume>5</volume>, <elocation-id>e9490</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0009490</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ranallo-Benavidez</surname> <given-names>T. R.</given-names>
</name>
<name>
<surname>Jaron</surname> <given-names>K. S.</given-names>
</name>
<name>
<surname>Schatz</surname> <given-names>M. C.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>GenomeScope 2.0 and Smudgeplot for reference-free profiling of polyploid genomes</article-title>. <source>Nat. Commun.</source> <volume>11</volume>, <fpage>1432</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-020-14998-3</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sanderson</surname> <given-names>M. J.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>r8s: inferring absolute rates of molecular evolution and divergence times in the absence of a molecular clock</article-title>. <source>Bioinformatics</source> <volume>19</volume>, <fpage>301</fpage>&#x2013;<lpage>302</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/bioinformatics/19.2.301</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shan</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>Q.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Transcriptome analysis of Clinopodium gracile (Benth.) Matsum and identification of genes related to Triterpenoid Saponin biosynthesis</article-title>. <source>BMC Genomics</source> <volume>21</volume>, <fpage>1</fpage>&#x2013;<lpage>16</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12864-020-6454-y</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>K.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Transcriptome analysis of Clinopodium chinense (Benth.) O. Kuntze and identification of genes involved in Triterpenoid Saponin biosynthesis</article-title>. <source>Int. J. Mol. Sci.</source> <volume>20</volume>, <fpage>2643</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijms20112643</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sim&#xe3;o</surname> <given-names>F. A.</given-names>
</name>
<name>
<surname>Waterhouse</surname> <given-names>R. M.</given-names>
</name>
<name>
<surname>Ioannidis</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Kriventseva</surname> <given-names>E. V.</given-names>
</name>
<name>
<surname>Zdobnov</surname> <given-names>E. M.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>BUSCO: assessing genome assembly and annotation completeness with single-copy orthologs</article-title>. <source>Bioinformatics</source> <volume>31</volume>, <fpage>3210</fpage>&#x2013;<lpage>3212</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/bioinformatics/btv351</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Song</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Xing</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Fen</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>A high-quality reference genome sequence of Salvia miltiorrhiza provides insights into tanshinone synthesis in its red rhizomes</article-title>. <source>Plant Genome</source> <volume>13</volume>, <fpage>e20041</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/tpg2.20041</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Bie</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>OrthoVenn3: an integrated platform for exploring and visualizing orthologous data across genomes</article-title>. <source>Nucleic Acids Res.</source> <volume>51</volume>, <fpage>W397</fpage>&#x2013;<lpage>W403</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/nar/gkad313</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>DeBarry</surname> <given-names>J. D.</given-names>
</name>
<name>
<surname>Tan</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X.</given-names>
</name>
<etal/>
</person-group>. (<year>2012</year>). <article-title>MCScanX: a toolkit for detection and evolutionary analysis of gene synteny and collinearity</article-title>. <source>Nucleic Acids Res.</source> <volume>40</volume>, <fpage>e49</fpage>&#x2013;<lpage>e49</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/nar/gkr1293</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Dai</surname> <given-names>Z.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>clusterProfiler 4.0: A universal enrichment tool for interpreting omics data</article-title>. <source>Innovation</source> <volume>2</volume> <fpage>(3)</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.xinn.2021.100141</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>J.-Y.</given-names>
</name>
<name>
<surname>Shan</surname> <given-names>C.-M.</given-names>
</name>
<name>
<surname>Shan</surname> <given-names>T.-Y.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>L.-Q.</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>K.-L.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>J.-W.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Analysis of microRNAs and their target genes in Clinopodium chinense (Benth.) O. Kuntze using small RNA sequencing</article-title>. <source>Plant Sci. J.</source> <volume>40</volume>, <fpage>216</fpage>&#x2013;<lpage>228</lpage>. doi: <pub-id pub-id-type="doi">10.11913/PSJ.2095-0837.2022.20216</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yao</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Li-Min</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Yuan-Gen</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Xue-Bin</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Huan</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Si-Hui</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Research progress on genus Clinopodium</article-title>. <source>China J. Chin. Materia Med.</source> <volume>45</volume>, <fpage>4349</fpage>&#x2013;<lpage>4357</lpage>. doi: <pub-id pub-id-type="doi">10.19540/j.cnki.cjcmm.20200604.601</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Hamilton</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Bhat</surname> <given-names>W. W.</given-names>
</name>
<name>
<surname>Johnson</surname> <given-names>S. R.</given-names>
</name>
<name>
<surname>Godden</surname> <given-names>G. T.</given-names>
</name>
<name>
<surname>Kinser</surname> <given-names>T. J.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>A chromosomal-scale genome assembly of Tectona grandis reveals the importance of tandem gene duplication and enables discovery of genes in natural product biosynthetic pathways</article-title>. <source>Gigascience</source> <volume>8</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/gigascience/giz005</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>L.-Q.</given-names>
</name>
<name>
<surname>Shan</surname> <given-names>C.-M.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>S.-X.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>Y.-Y.</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>K.-L.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>J.-W.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Identification of key enzyme genes involved in anthocyanin synthesis pathway in Clinopodium gracile by transcriptome analysis</article-title>. <source> Bull. Bot. Res</source>. <volume>40</volume> (<issue>6</issue>), <fpage>886</fpage>&#x2013;<lpage>896</lpage>.  doi:&#xa0;<pub-id pub-id-type="doi">10.7525/j.issn.1673-5102.2020.06.011</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>