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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">869784</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2022.869784</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Data Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>A Chromosome-Level Reference Genome of Chinese Balloon Flower <italic>(Platycodon grandiflorus)</italic>
</article-title>
<alt-title alt-title-type="left-running-head">Jia et al.</alt-title>
<alt-title alt-title-type="right-running-head">Chromosome-Level <italic>Platycodon grandiflorus</italic> Genome</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Jia</surname>
<given-names>Yanyan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Shaoying</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Weikai</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Ping</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Su</surname>
<given-names>Zhenjing</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Lei</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Mengxin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Guo</surname>
<given-names>Li</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/337150/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Automation Science and Engineering</institution>, <institution>Faculty of Electronic and Information Engineering</institution>, <institution>Xi&#x2019;an Jiaotong University</institution>, <addr-line>Xi&#x2019;an</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Big Data</institution>, <institution>Weifang Institute of Technology</institution>, <addr-line>Weifang</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Peking University Institute of Advanced Agricultural Sciences</institution>, <addr-line>Weifang</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/490014/overview">Sunil Kumar Sahu</ext-link>, Beijing Genomics Institute (BGI), China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/854509/overview">Lei Zhang</ext-link>, Jiangsu Normal University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/305072/overview">Xiaojun Nie</ext-link>, Northwest A&#x26;F University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Li Guo, <email>li.guo@pku-iaas.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Plant Genomics, a section of the journal Frontiers in Genetics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>869784</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Jia, Chen, Chen, Zhang, Su, Zhang, Xu and Guo.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Jia, Chen, Chen, Zhang, Su, Zhang, Xu and Guo</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>
<kwd-group>
<kwd>
<italic>platycodon grandiflorus</italic>
</kwd>
<kwd>genome assembly</kwd>
<kwd>Oxford nanopore</kwd>
<kwd>phylogenomics</kwd>
<kwd>Hi-C</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Chinese balloon flower <italic>(Platycodon grandiflorus)</italic> is the sole species in genus Platycoldon within the Campanulaceae family. The typical blue purple or white flowers of <italic>P. grandiflorus</italic> are frequently used for ornamental purposes (<xref ref-type="bibr" rid="B29">Lv et al., 2021</xref>). As a traditional oriental medicine used to treat chronic inflammatory diseases, <italic>P. grandiflorus</italic> roots have rich pharmacological activities such as expectorant antitussive, anti-inflammatory, immune regulatory and anti-tumor effects (<xref ref-type="bibr" rid="B7">Choi et al., 2010</xref>; <xref ref-type="bibr" rid="B33">Nyakudya et al., 2014</xref>; <xref ref-type="bibr" rid="B5">Buchwald et al., 2020</xref>; <xref ref-type="bibr" rid="B20">Ke et al., 2020</xref>; <xref ref-type="bibr" rid="B26">Lee et al., 2020</xref>). The dried form of the Platycodi radix is officially listed as a traditional herbal medicine in the Chinese, Korean and Japanese Pharmacopoeia (<xref ref-type="bibr" rid="B42">Su et al., 2021</xref>). Platycodi radix is also being pickled in northeast China, and made into kimchi in the Korean Peninsula. The market demand of <italic>P. grandiflorus</italic> follows the development and application of medicine, food, health products, cosmetics, ornamental and other fields (<xref ref-type="bibr" rid="B17">Ji et al., 2020</xref>), and its market prospects are bright.</p>
<p>Over 100 secondary metabolites have been isolated from <italic>P. grandiflorus</italic> including triterpenoid saponins, flavonoids, polyphenols, polysaccharide and so on (<xref ref-type="bibr" rid="B51">Zhang et al., 2015</xref>; <xref ref-type="bibr" rid="B36">Qiu et al., 2019</xref>; <xref ref-type="bibr" rid="B16">Huang et al., 2021</xref>). So far, the pharmacological and metabolic pathways of the main active ingredient triterpenoid saponins have been studied (<xref ref-type="bibr" rid="B23">Kim et al., 2020</xref>; <xref ref-type="bibr" rid="B24">Kim et al., 2021</xref>; <xref ref-type="bibr" rid="B49">Yu et al., 2021</xref>). However, the molecular basis of biochemical pathways for <italic>P. grandiflorus</italic> secondary metabolites is overall poorly understood, hindering the progress of molecular breeding and metabolic engineering of <italic>P. grandiflorus</italic> towards increased production and utilization of its natural products. A high-quality genome assembly of the <italic>P. grandiflorus</italic> will significantly accelerate the genetic characterization of secondary metabolic pathways, their regulatory mechanisms and genome-assisted breeding.</p>
<p>Previously, a draft genome sequence of <italic>P. grandiflorus</italic> (2n &#x3d; 2x &#x3d; 18) was assembled using Illumina short reads by Kim et al. yielding a quite fragmented assembly with scaffold N50 of 277&#xa0;kb (<xref ref-type="bibr" rid="B23">Kim et al. 2020</xref>). In this study, we assembled and annotated a chromosome-scale reference genome for <italic>P. grandiflorus</italic> cultivar XJD. This genome assembly has a total length of 622.86&#xa0;Mb anchored to nine chromosomes with a high contiguity (contig N50 &#x3d; 29.34Mb, scaffold N50 &#x3d; 65.83&#xa0;Mb), representing a significant improvement over the previously published draft genome of <italic>P. grandiflorus</italic> (<xref ref-type="bibr" rid="B23">Kim et al., 2020</xref>). The chromosome-scale genome assembly will advance our understanding of genome function and evolution of <italic>P. grandiflorus</italic>, and facilitate its molecular breeding and metabolic engineering.</p>
</sec>
<sec sec-type="results|discussion" id="s2">
<title>Results and Discussion</title>
<sec id="s2-1">
<title>Genome Assembly</title>
<p>To produce a chromosome-level genome assembly of <italic>P. grandiflorus</italic> cultivar XJD. We generated about 73&#xa0;Gb Nanopore long reads with an average read length of 24&#xa0;kb, 112&#xa0;Gb Illumina paired-end short reads of 150 bp, and 311&#xa0;Gb high-throughput chromatin conformation capture (Hi-C) sequencing data. The <italic>P. grandiflorus</italic> genome was estimated to be 642.38&#xa0;Mb in length with a heterozygosity rate of 0.92% and a repeat content of 60% based on K-mer analysis of Illumina reads (<xref ref-type="sec" rid="s9">Supplementary Table S1</xref>, <xref ref-type="sec" rid="s9">Supplementary Figure S1</xref>). Nanopore long reads were first used to produce the draft assembly by NextDenovo, which was 622.86&#xa0;Mb with a contig N50 of 29.34&#xa0;Mb (<xref ref-type="sec" rid="s9">Supplementary Table S2</xref>) after base correction by Pilon using Illumina reads. The quality of the genome assembly was evaluated by mapping Illumina short reads to the assembly with 99.3% of short reads mapped to 96.8% of the assembled genome. Furthermore, we performed BUSCO analysis, showing that the genome assembly captured 98.1% complete BUSCOs, including 95.5% single-copy and 2.6% duplicated (<xref ref-type="sec" rid="s9">Supplementary Table S3</xref>) indicating that the genome assembly had high completeness.</p>
<p>Hi-C data were then used to anchor the assembled contigs into individual chromosomes using ALLHiC (<xref ref-type="bibr" rid="B52">Zhang et al., 2019</xref>) and Juicerbox (<xref ref-type="bibr" rid="B38">Robinson et al., 2018</xref>), yielding nine pseudomolecules ranging from 47.09 to 104.37&#xa0;Mb accounting for 95% of the assembly. Hi-C contact map showed that the nine pseudochromosomes could be distinguished clearly (<xref ref-type="fig" rid="F1">Figure 1</xref>; <xref ref-type="sec" rid="s9">Supplementary Table S4</xref>), consistent with the karyotype results (2n &#x3d; 2x &#x3d; 18) based on literature reports (<xref ref-type="bibr" rid="B47">Yang et al., 2016</xref>). The final genome assembly of <italic>P. grandiflorus</italic> was 622.86 Mb, with a contig N50 of 28.34&#xa0;Mb, and a scaffold N50 of 65.83&#xa0;Mb, the level of this genome assembly is much higher than a previous reported <italic>P. grandiflorus</italic> (Jangbaek-doraji cultivar) genome assembly (<xref ref-type="bibr" rid="B23">Kim et al., 2020</xref>) with a scaffold N50 of only 0.277&#xa0;Mb (<xref ref-type="sec" rid="s9">Supplementary Table S2</xref>). Whole genome sequence comparison showed that the two genome assemblies aligned well, where 4,815 scaffolds of Jangbaek-doraji assembly can be aligned to 99 scaffolds (95% anchored to nine chromosomes) of our XJD assembly (<xref ref-type="sec" rid="s9">Supplementary Figure S2</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Overview of chromosome-level <italic>Platycodon grandiflorus</italic> genome assembly. <bold>(A)</bold> <italic>P. grandiflorus</italic> genomic features. Track a is the circular representation of nine pseudochromosomes. Track b-d represents the distribution of gene density, GC density, and repeat density, respectively, with densities calculated in 100&#xa0;kb windows. Track e shows syntenic blocks identified within <italic>P. grandiflorus</italic> genome. <bold>(B)</bold> Hi-C interaction heatmap for the <italic>P. grandiflorus</italic> genome.</p>
</caption>
<graphic xlink:href="fgene-13-869784-g001.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>Genome Annotation</title>
<p>We then performed genome annotations combining ab initio prediction, protein homology and transcriptome data from leaves, roots and stems (Methods). The genome annotation identified 360.46&#xa0;Mb repeat sequences in the <italic>P. grandiflorus</italic> genome, accounting for 57.87% of the genome. The top two categories of repetitive elements were long terminal repeats (LTRs: 51.2%) and DNA elements (2.64%). A total of 22,358 protein-coding genes were predicted in the genome, 96.91% of which can be predicted gene function, by aligning against a library of known proteins in related plant species (<xref ref-type="sec" rid="s9">Supplementary Table S5</xref>). Furthermore, non-coding RNAs were predicted across the <italic>P. grandiflorus</italic> genome, detecting a total of 1,867 microRNAs (miRNAs), 989 transfer RNAs (tRNAs), 780 ribosomal RNAs (rRNAs), and 1,114 small nuclear RNAs (snRNAs).</p>
</sec>
<sec id="s2-3">
<title>Comparative Phylogenomics of <italic>P. grandiflorus</italic>
</title>
<p>To determine the evolutionary relationships among <italic>P. grandiflorus</italic> and other species, we identified 1,436 single-copy orthologs from 10 representative plant species using OrthoMCL (<xref ref-type="bibr" rid="B28">Li et al., 2003</xref>) (<xref ref-type="fig" rid="F2">Figure 2A</xref>). The protein sequence alignment of these orthologs were generated by MUSCLE (<xref ref-type="bibr" rid="B8">Edgar, 2004</xref>) and were used to generate a phylogenetic tree using Oryza sativa as outgroup (<xref ref-type="fig" rid="F2">Figure 2B</xref>). <italic>Mikania micrantha, Helianthus annuus, Lactuca sativa</italic> were most closely related to <italic>P. grandiflorus</italic> with a divergence time around 73.8 million years ago (Mya) (<xref ref-type="fig" rid="F2">Figure 2B</xref>). Gene family evolution analysis using CAFE on the 10 plant speices suggested that <italic>P. grandiflorus</italic> has 27 and 64 significantly expanded and contracted gene families (<xref ref-type="fig" rid="F2">Figure 2C</xref>). Expansion gene families were enriched in 19 GO categories and 12 KEGG pathways, most of which were related to biosynthesis of secondary metabolites such as brassinosteroid, flavonoid, stilbenoid, and gingerol, and signaling pathway such as MAPK pathway (<xref ref-type="sec" rid="s9">Supplementary Tables S6 and S7</xref>). Notably, <italic>P. grandiflorus</italic> contained 1,079 species-specific gene families consisting 1,914 genes relative to <italic>M. micrantha, H. annuus and L. sativa</italic> (<xref ref-type="fig" rid="F2">Figure 2D</xref>). Then the GO enrichment analyses of these specific genes were performed (<xref ref-type="sec" rid="s9">Supplementary Table S8</xref>). Positively selected genes in <italic>P. grandiflorus</italic> were identified by comparing with H. annuus and M. micrantha, the results of GO and KEGG analysis showed that the positively selected genes were significantly involved in DNA repair, cellular response to stress and stimulus, DNA metabolic process, nucleic acid metabolic process, DNA recombination, and so on (<xref ref-type="sec" rid="s9">Supplementary Tables S9 and S10</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<italic>Platycodon grandiflorus</italic> phylogenomics. <bold>(A)</bold> The distribution of single-copy, multiple-copy, unique, and other genes in the 10 plant species. <bold>(B)</bold> Phylogenetic tree of the 10 plant species. The blue numbers denote divergence time of each node (MYA: million years ago). <bold>(C)</bold> Expansion and contraction in gene families of the 10 plant species. <bold>(D)</bold> Venn diagram represents the common and unique gene families among four closely related plants.</p>
</caption>
<graphic xlink:href="fgene-13-869784-g002.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="materials|methods" id="s3">
<title>Materials and Methods</title>
<sec id="s3-1">
<title>Plant Materials, Library Construction, and Sequencing</title>
<p>Fresh leaf, stem and root samples were collected from four-week-old seedlings of <italic>P. grandiflorus</italic> cultivar XJD grown in a plant growth chamber with a 16-h light photoperiod. The tissues were flash-frozen in liquid nitrogen and used for total genomic DNA or RNA extraction. Total genomic DNA of <italic>P. grandiflorus</italic> leaves were extracted using a DNeasy Plant Mini Kit (Qiagen), followed by PCR-free library construction using Illumina TruSeq DNA PCR-Free Library Preparation Kit following the manufacturer&#x2019;s instructions. The libraries were sequenced on Illumina HiseqX Ten platform to generate 150 bp paired-end reads used to perform genome survey, polish the genome assembly, and evaluate the quality of assemblies.</p>
<p>For ONT and Hi-C sequencing, fresh young leaves were used for DNA isolation and library construction. For ONT sequencing, total genomic DNA was extracted from leaf samples using the CTAB method. ONT libraries were constructed and used for sequencing in the following steps: fragment repair, connecting reactions, quantitative detection, and library construction. Finally, single-molecule real-time sequencing was carried out on the Nanopore PromethION sequencer to obtain the raw data prior to error correction to obtain high fidelity sequence data. The Hi-C sequencing libraries were generated following a standard procedure described previously (<xref ref-type="bibr" rid="B37">Rao et al., 2014</xref>) involving crosslink DNA, restriction enzyme digestion, filling ends and biotin labeling, ligation, DNA purification and capture using antibody. The Hi-C libraries were subjected to quality control before being sequenced on Illumina HiseqX Ten platform. For transcriptome sequencing, total RNA was extracted from leaves, stems and roots of <italic>P. grandiflorus</italic> using the Plant RNA Purification Reagent (Qiagen) according to the manufacturer&#x2019;s instructions. RNA-seq transcriptome libraries were prepared using the TruSeq RNA sample preparation Kit (Illumina), and sequencing was performed on an Illumina HiseqX Ten platform.</p>
</sec>
<sec id="s3-2">
<title>De Novo Genome Assembly</title>
<p>K-mer frequency analysis was performed using Jellyfish V2.0 (<xref ref-type="bibr" rid="B32">Mar&#xe7;ais and Kingsford, 2011</xref>) to estimate the <italic>P. grandiflorus</italic> genome size, heterozygosity and repeat content. The NextDenovo (<ext-link ext-link-type="uri" xlink:href="https://github.com/Nextomics/NextDenovo">https://github.com/Nextomics/NextDenovo</ext-link>) was used to assemble the <italic>P. grandiflorus</italic> genome with ONT long reads, and then the Nanopore-assembled genome was polished using the Illumina DNA short reads by NextPolish V1.3.1 (<xref ref-type="bibr" rid="B15">Hu et al., 2020</xref>) to improve base accuracy using default parameters. Next, the ALLHiC V0.9.8 (<xref ref-type="bibr" rid="B52">Zhang et al., 2019</xref>) was used to reorder and anchor preliminarily assembled contigs into chromosomes based on Hi-C data using default parameters. Finally, we use the Juicerbox V1.1 (<xref ref-type="bibr" rid="B38">Robinson et al., 2018</xref>) to adjust the heatmap and assemble it into a chromosome version of the genome. To assess the accuracy and completeness of the assemblies, Illumina clean reads were mapped to our assembly using BWA (<xref ref-type="bibr" rid="B27">Li and Durbin, 2009</xref>). In addition, BUSCO (<xref ref-type="bibr" rid="B39">Sim&#xe3;o et al., 2015</xref>) was used to access the completeness of the genome assembly.</p>
</sec>
<sec id="s3-3">
<title>Genome Annotation</title>
<p>Genome annotation mainly includes repetitive sequence annotation, gene annotation and non-coding RNA annotation. Firstly, transcriptome read assemblies were generated with Trinity (<xref ref-type="bibr" rid="B10">Grabherr et al., 2013</xref>) for the genome annotation. To optimize the genome annotation, the RNA-Seq reads from different tissues were aligned to draft genome using Hisat2 (<xref ref-type="bibr" rid="B22">Kim et al., 2015</xref>) with default parameters to identify exons region and splice positions. The alignment results were then used as input for Stringtie (<xref ref-type="bibr" rid="B34">Pertea et al., 2015</xref>) with default parameters for genome-based transcript assembly.</p>
<p>Repeat sequences were annotated based on homology and ab initio. Tandem Repeat was extracted using Tandem Repeats Finder (<xref ref-type="bibr" rid="B3">Benson, 1999</xref>) by ab initio prediction. RepeatModeler (<xref ref-type="bibr" rid="B9">Flynn et al., 2020</xref>), RepeatScout (<xref ref-type="bibr" rid="B35">Price et al., 2005</xref>), and LTR-Finder (<xref ref-type="bibr" rid="B46">Xu and Wang, 2007</xref>), were applied to ab initio repeat element library construction with default parameters, and RepeatMasker (<xref ref-type="bibr" rid="B44">Tarailo-Graovac and Chen, 2009</xref>) were used to annotate repetitive elements with the database. RepeatMasker and RepeatproteinMask were used to search the genome sequence for known repetitive elements, with the genome sequences used as queries against the repbase database (<xref ref-type="bibr" rid="B18">Jurka, 2000</xref>).</p>
<p>For gene structure prediction, Augustus (<xref ref-type="bibr" rid="B41">Stanke et al., 2008</xref>), GlimmerHMM (<xref ref-type="bibr" rid="B30">Majoros et al., 2004</xref>) and SNAP (<xref ref-type="bibr" rid="B25">Korf, 2004</xref>) were used in our <italic>de novo</italic> prediction study. Blast (<xref ref-type="bibr" rid="B21">Kent, 2002</xref>) and Genewise software (<xref ref-type="bibr" rid="B4">Birney et al., 2004</xref>) were used for homologous annotation performation. Based on homology prediction and <italic>de novo</italic> prediction results, combined with the transcriptome-based prediction data, the EvidenceModeler (<xref ref-type="bibr" rid="B13">Haas et al., 2008</xref>) was applied to integrate the prediction results for obtaining a non-redundant, more complete gene set. Finally, we used PASA (<xref ref-type="bibr" rid="B12">Haas et al., 2003</xref>), combined with the transcriptome assembly results, to correct the EVM annotation results, add UTR and variable shear and other information to get the final gene set. This final gene set was compared to public databases, including SwissProt (<xref ref-type="bibr" rid="B2">Bairoch and Apweiler, 2000</xref>), NR (<xref ref-type="bibr" rid="B31">Marchler-Bauer et al., 2011</xref>), Pfam (<xref ref-type="bibr" rid="B11">Griffiths-Jones et al., 2005</xref>), KEGG (<xref ref-type="bibr" rid="B19">Kanehisa et al., 2013</xref>), GO (<xref ref-type="bibr" rid="B1">Ashburner et al., 2000</xref>) and InterPro (<xref ref-type="bibr" rid="B50">Zdobnov and Apweiler, 2001</xref>) for function annotation of protein-coding genes. In addition, we also predicted different non-coding RNAs. The tRNAs were predicted using the program tRNAscan-SE (<xref ref-type="bibr" rid="B6">Chan and Lowe, 2019</xref>). For rRNAs are highly conserved, we predict rRNA sequences using BLAST. Other ncRNAs were identified by searching against the Rfam database with default parameters using the infernal software (<xref ref-type="bibr" rid="B11">Griffiths-Jones et al., 2005</xref>).</p>
</sec>
<sec id="s3-4">
<title>Phylogenomic Analysis</title>
<p>Synteny analysis was conducted using MCScanX (<xref ref-type="bibr" rid="B45">Wang et al., 2012</xref>) applied to BLASTp results of <italic>P. grandiflorus</italic> protein sequences. For the phylogeny analysis, OrthoMCL (<xref ref-type="bibr" rid="B28">Li et al., 2003</xref>) was firstly used for detecting multi-copy gene families and single-copy gene families between <italic>P. grandiflorus</italic> and other representative species, and then all the single-copy gene families were performed for multiple sequence alignment using MUSCLE (<xref ref-type="bibr" rid="B8">Edgar, 2004</xref>), all the comparison results were combined together to form a super alignment matrix, RAxML (<xref ref-type="bibr" rid="B40">Stamatakis, 2014</xref>) was used to construct phylogenetic tree species. the Oryza sativa as an outgroup, and the bootstrap value was set to 100. The MCMCTREE of PAML (<xref ref-type="bibr" rid="B48">Yang, 1997</xref>) was implemented to estimate the differentiation time. Time correction points are: <italic>Solanum lycopersicum - Helianthus annuus</italic> (95&#x2013;106&#xa0;Mya), Vitis Vinifera - <italic>Arabidopsis thaliana</italic> (105&#x2013;115&#xa0;Mya), <italic>P. grandiflorus - Vitis vinifera</italic> (111&#x2013;131 Mya), <italic>P. grandiflorus&#x2013;Oryza sativa</italic> (148&#x2013;173&#xa0;Mya). The time correction points are taken from the TimeTree website (<xref ref-type="bibr" rid="B43">Sudhir et al., 2017</xref>).</p>
</sec>
<sec id="s3-5">
<title>Gene Family Analysis</title>
<p>The CAFE software (<xref ref-type="bibr" rid="B14">Han et al., 2013</xref>) was used to analyze gene family expansion and contraction, based on the results of divergence times and phylogenetic relationships. In order to avoid false positive results, CAFE results were filtered, and the screening conditions for significant enrichment results were family-wide <italic>p</italic>-value &#x3c; 0.05 and Viterbi <italic>p</italic>-value &#x3c; 0.05. The enrichment analyses based on GO and KEGG annotations were performed to identify functional implications of the expanded and contracted genes.</p>
</sec>
<sec id="s3-6">
<title>Positive Selection Analysis</title>
<p>The protein sequences of single-copy gene families were extracted and aligned by MUSCLE (<xref ref-type="bibr" rid="B8">Edgar, 2004</xref>). The Codeml program of PAML software was applied for positive selection analysis using the branch-site model with <italic>H. annuus and M. micrantha</italic> as the background branch. The likelihood ratio test was used to detect candidates that underwent positive selection with a cutoff <italic>p</italic> value of 0.05. Fisher&#x2019;s test and FDR correction (q-value &#x3c; 0.05) were used for functional enrichment analysis of these positively selected genes.</p>
</sec>
</sec>
</body>
<back>
<sec id="s4">
<title>Data Availability Statement</title>
<p>The whole genome sequence data reported in this paper have been deposited in the Genome Warehouse in National Genomics Data Center (BioProject: PRJCA003843), Beijing Institute of Genomics, Chinese Academy of Sciences/China National Center for Bioinformation (GWH: GWHARYT00000000.1) publicly accessible at <ext-link ext-link-type="uri" xlink:href="https://ngdc.cncb.ac.cn/gwh">https://ngdc.cncb.ac.cn/gwh</ext-link>. The raw sequencing data for the ONT long reads, Illumina short reads, Hi-C Illumina and RNA-seq reads have been deposited in the Genome Sequence Archive at the National Genomics Data Center (GSA: CRA003503) publicly accessible at <ext-link ext-link-type="uri" xlink:href="http://bigd.big.ac.cn/gsa">http://bigd.big.ac.cn/gsa</ext-link>. The genome annotation has been deposited in <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.19093331.v1">https://doi.org/10.6084/m9.figshare.19093331.v1</ext-link>.</p>
</sec>
<sec id="s5">
<title>Author Contributions</title>
<p>Project design and oversight: LG; Sample collection and curation: YJ; Conducting experiment and data analysis: YJ, SC, LZ, MX, ZS; Figure and table preparation: YJ, WC, SC; Result interpretation and discussion: YJ, PZ, LG; Manuscript writing and revision: YJ, WC, PZ, LG; Funding acquisition: LG, YJ. All authors read and approve the final version of this manuscript.</p>
</sec>
<sec id="s6">
<title>Funding</title>
<p>This project is supported by the National Natural Science Foundation of China (Grant No. 31970317), Chinese Postdoctoral Research Foundation (Grant No. 2020M683514). LG is also supported by a faculty startup package from Peking University Institute of Advanced Agricultural Sciences.</p>
</sec>
<sec sec-type="COI-statement" id="s7">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s8">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ack>
<p>The authors also would like to thank Dr. Bo Wang at Xi&#x2019;an Jiaotong University for technical assistance, and anonymous reviewers for their comments and suggestions to improve this manuscript.</p>
</ack>
<sec id="s9">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2022.869784/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fgene.2022.869784/full&#x23;supplementary-material</ext-link>
</p>
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<supplementary-material xlink:href="DataSheet1.DOCX" id="SM2" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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