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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>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2024.1411289</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>Assembly and comparative analysis of the first complete mitochondrial genome of <italic>Salix psammophila</italic>, a good windbreak and sand fixation shrub</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Qiao</surname>
<given-names>Hongxia</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="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Chen</surname>
<given-names>Yajuan</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>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Wang</surname>
<given-names>Ruiping</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
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<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Wei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Zhang</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>Yu</surname>
<given-names>Fengqiang</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yang</surname>
<given-names>Haifeng</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Guiming</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>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Jiewei</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>
<uri xlink:href="https://loop.frontiersin.org/people/1526785"/>
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<aff id="aff1">
<sup>1</sup>
<institution>Beijing Academy of Agriculture and Forestry Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Institute of Biotechnology</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>College of Forestry, Inner Mongolia Agricultural University</institution>, <addr-line>Hohhot</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Ordos Forestry and Grassland Development Center</institution>, <addr-line>Ordos</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Junhua Peng, Spring Valley Agriscience Co., Ltd, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Yoshinori Fukasawa, Utsunomiya University, Japan</p>
<p>Yanshu Qu, Nanjing Forestry University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jiewei Zhang, <email xlink:href="mailto:zhangjiewei@baafs.net.cn">zhangjiewei@baafs.net.cn</email>; <email xlink:href="mailto:jwzhang919@163.com">jwzhang919@163.com</email>; Guiming Liu, <email xlink:href="mailto:mingguiliu@aliyun.com">mingguiliu@aliyun.com</email>; Haifeng Yang, <email xlink:href="mailto:haifeng@imau.edu.cn">haifeng@imau.edu.cn</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>10</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1411289</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>04</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>09</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Qiao, Chen, Wang, Zhang, Zhang, Yu, Yang, Liu and Zhang</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Qiao, Chen, Wang, Zhang, Zhang, Yu, Yang, Liu and Zhang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>
<italic>Salix psammophila</italic>, commonly known as the sandlive willow, is a vital shrub species within the Salicaceae family, particularly significant for its ecological role in regions susceptible to desertification and sandy soils. In this study, we assembled the complete <italic>S. psammophila</italic> mitochondrial genome using Pacbio HiFi third-generation sequencing data. The genome was found to be a typical single circular structure, with a total length of 715,555 bp and a GC content of 44.89%. We annotated 33 unique protein-coding genes (PCGs), which included 24 core mitochondrial genes and 9 variable genes, as well as 18 tRNA genes (5 of which were multicopy genes) and 3 rRNA genes. Comparative analysis of the PCGs from the mitochondrial genomes of <italic>S. psammophila</italic>, <italic>Populus deltoides</italic>, <italic>Populus simonii</italic>, <italic>Salix wilsonii</italic>, and <italic>Salix suchowensis</italic> revealed that these genes are relatively conserved within the Salicaceae family, with variability primarily occurring in the ribosomal protein genes. The absence of the <italic>rps14</italic>, which encodes a ribosomal protein, may have played a role in the evolution of stress tolerance in Salicaceae plants. Additionally, we identified 232 SSRs, 19 tandem repeat sequences, and 236 dispersed repeat sequences in the <italic>S. psammophila</italic> mitochondrial genome, with palindromic and forward repeats being the most abundant. The longest palindromic repeat measured 260 bp, while the longest forward repeat was 86,068 bp. Furthermore, 324 potential RNA editing sites were discovered, all involving C-to-U edits, with the <italic>nad4</italic> having the highest number of edits. These findings provide valuable insights into the phylogenetic and genetic research of Salicaceae plants.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Salix psammophila</italic>
</kwd>
<kwd>Salicaceae</kwd>
<kwd>mitochondrial genome</kwd>
<kwd>Pacbio HiFi</kwd>
<kwd>comparative analysis</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="81"/>
<page-count count="13"/>
<word-count count="5057"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Bioinformatics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>
<italic>Salix psammophila</italic> is a perennial fast-growing and multi-resistance shrub in the genus Salix of the Salicaceae family, naturally distributed in arid and semi-arid desert areas, produced in the Maowusu Sandland and the Kubuqi Desert, and is the first choice of species for the prevention and control of desertification areas (<xref ref-type="bibr" rid="B3">Bao and Zhang, 2012</xref>; <xref ref-type="bibr" rid="B25">Jia et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B43">Lu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B75">Yang et&#xa0;al., 2022</xref>). In the <italic>S. psammophila</italic> asexual line, the 17&#x2013;38 asexual line is an excellent asexual variety, and in the morphology of the performance of the upright, short branchlets, the landscape effect is good. Currently, research on <italic>S. psammophila</italic> mainly focuses on strain type and sand barriers, while the genetic resources and phylogenetic status of <italic>S. psammophila</italic> mitochondria are still unclear. In order to further develop and utilize <italic>S. psammophila</italic>, the 17&#x2013;38 asexual line of <italic>S. psammophila</italic> was used as a germplasm resource to assemble and annotate the <italic>S. psammophila</italic> mitochondrial genome and to analyze the structural characteristics and phylogenetic status of the <italic>S. psammophila</italic> mitochondrial genome.</p>
<p>The mitochondria are organelles with semi-autonomous genetic characteristics, relatively independent of the nucleus, with a relatively independent genetic system (<xref ref-type="bibr" rid="B21">Gray, 2012</xref>; <xref ref-type="bibr" rid="B13">Chen et&#xa0;al., 2017</xref>). It is an important organelle in eukaryotic cells that produce ATP by oxidative phosphorylation and is a source of energy for a variety of biochemical processes, playing a crucial role in plant development and reproduction (<xref ref-type="bibr" rid="B71">Wu et&#xa0;al., 2019</xref>). Plant mitochondrial genomes have a variety of structures due to the possession of a large number of repetitive sequences, and assembled mitochondrial genomes may be unicyclic, polycyclic, linear, or multibranching in structure (<xref ref-type="bibr" rid="B77">Ye et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B14">Cheng et&#xa0;al., 2021</xref>). For example, the mitochondrial genome of <italic>Populus deltoides</italic> and <italic>P. simonii</italic> has been assembled into three circular chromosomes. In contrast, the mitochondrial genome of <italic>P. tremula</italic> and <italic>P. tremula</italic> &#xd7; <italic>P. alba</italic> is each organized into a single circular chromosome (<xref ref-type="bibr" rid="B31">Kersten et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B8">Bi et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B54">Qu et&#xa0;al., 2022</xref>). In addition, the size of plant mitochondrial genomes varies greatly, for instance, the small 66-kb <italic>Viscum scurruloideum</italic> (mistletoe) and the large 11.3-Mb <italic>Silene conica</italic> (<xref ref-type="bibr" rid="B59">Sloan et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B58">Skippington et&#xa0;al., 2015</xref>). It has been shown that the main cause of mitochondrial genome amplification in plants is the insertion of foreign sequences and the presence of a large number of repetitive sequences (<xref ref-type="bibr" rid="B56">Richardson and Palmer, 2006</xref>; <xref ref-type="bibr" rid="B37">Li, 2009</xref>; <xref ref-type="bibr" rid="B61">Smith, 2011</xref>). The number of genes in plant mitogenomes also varied, from 19 in the <italic>Viscum album</italic> to 221 in the pepper (<italic>Capsicum annuum</italic>) (<xref ref-type="bibr" rid="B28">Jo et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B52">Petersen et&#xa0;al., 2015</xref>).</p>
<p>Although the size, structure, and number of plant mitogenomes vary greatly, the encoded genes are relatively conserved, such as ATP synthase genes, NADH dehydrogenase genes, cytochrome C reductase genes, and cytochrome C oxidase genes (<xref ref-type="bibr" rid="B6">Bi et&#xa0;al., 2020</xref>). In addition, there are protein-coding genes (PCGs) that are lost during the evolution of the plant mitochondrial genome, such as the succinate dehydrogenase genes and the ribosomal protein (RP) genes (<xref ref-type="bibr" rid="B7">Bi et&#xa0;al., 2016</xref>). The genes <italic>rps12</italic>, <italic>sdh3</italic>, and <italic>sdh4</italic> appear to be absent in the monocotyledonous plants, whereas the <italic>rps2</italic> gene is notably missing in dicotyledonous plants (<xref ref-type="bibr" rid="B78">Zhang et&#xa0;al., 2012</xref>). RPs have important roles in metabolism, cell division, and growth processes (<xref ref-type="bibr" rid="B67">Wang et&#xa0;al., 2013a</xref>). RP genes are among the most highly expressed genes in most cells, and their expressions are differentially regulated by environmental and signaling molecules (<xref ref-type="bibr" rid="B65">Vemanna et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B53">Petibon et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B20">Fakih et&#xa0;al., 2023</xref>). Wang et&#xa0;al. explored the changes of ribosomes in phosphate- and iron-deficient <italic>Arabidopsis</italic> roots and found that most RP genes were related to translation and ribosome assembly, and some were related to low temperature, UV-B, and salt stress (<xref ref-type="bibr" rid="B67">Wang et&#xa0;al., 2013a</xref>).</p>
<p>It is well known that plant mitochondrial genomes vary greatly in size, structure, incorporation of exogenous DNA, and mutation rates, and there are a large number of repetitive sequences in the genomes, making it difficult to sequence plant mitochondrial genomes (<xref ref-type="bibr" rid="B51">Petersen et&#xa0;al., 2020</xref>). However, with the rapid development of third-generation sequencing technology, especially the emergence of PacBio and Oxford Nanopore, more and more plant mitochondrial genomes have been assembled and submitted to the NCBI database. In this study, we obtained, assembled, and annotated the complete <italic>S. psammophila</italic> mitochondrial genome for the first time based on Pacbio HiFi third-generation sequencing data. Characteristics of the <italic>S. psammophila</italic> mitochondrial genome were analyzed, including codon preference, RNA editing events, repetitive sequence analysis, phylogenetic analysis, and sequence migration analysis. These results will further lay the foundation for understanding and studying the evolution and inheritance of mitochondria in Salicaceae plants.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Plant materials, DNA extraction, and sequencing</title>
<p>The experimental material used in this study was mature leaves of the 3-year-old 17&#x2013;38 asexual clone of <italic>S. psammophila</italic> from the Germplasm Resources gene bank of <italic>S. psammophila</italic> in Ordos Dalad, the Inner Mongolia Autonomous Region of China (E 110&#xb0;38&#x2032;59.1&#x2033;, N 40&#xb0;14&#x2032;15.5&#x2033;). The leaves were collected, snap frozen in liquid nitrogen, and stored in a &#x2212;80&#xb0;C refrigerator. The total genomic DNA was extracted using a plant DNA extraction kit and sequenced with Pacbio HiFi sequencing technology following the manufacturer&#x2019;s kits and protocols (<xref ref-type="bibr" rid="B78">Zhang et&#xa0;al., 2012</xref>, <xref ref-type="bibr" rid="B80">2024</xref>).</p>
</sec>
<sec id="s2_2">
<title>Assembly and annotation of the mitochondrial genome</title>
<p>We used Pacbio HiFi third-generation sequencing data to assemble the <italic>S. psammophila</italic> mitochondrial genome. The long-reads data were assembled using the default parameters of the Flye software (v2.9.4) (<xref ref-type="bibr" rid="B32">Kolmogorov et&#xa0;al., 2019</xref>) to obtain a graphical mitochondrial genome in GFA format. Use makeblastdb to build a library of all fasta-formatted contigs assembled. Then, the contig fragments containing the mitochondrial genome were identified using the BLASTn program (<xref ref-type="bibr" rid="B11">Chen et&#xa0;al., 2015</xref>) and using the plant mitochondrial genome from <italic>Arabidopsis thaliana</italic> as a reference genome with the parameters &#x201c;-evalue 1e-5 -outfmt 6 -max_hsps 10 -word_size 7 -task blastn-short&#x201d;. In addition, we also included two closely related species, <italic>S. wilsonii</italic> and <italic>S. suchowensis</italic>, as references for re-assembly. This mitochondrial genome was visualized by Bandage software (v0.8.1) (<xref ref-type="bibr" rid="B70">Wick et&#xa0;al., 2015</xref>) and screened for mitochondrial contigs based on BLASTn results to obtain a sketch of the mitochondrial genome of <italic>S. psammophila</italic>.</p>
<p>
<italic>A. thaliana</italic> (NC_037304), <italic>Liriodendron tulipifera</italic> (NC_021152.1), <italic>P. simonii</italic> (MZ905370), and <italic>S. wilsonii</italic> (NC_064688.1) were used as reference genomes, and the mitochondrial genome of <italic>S. psammophila</italic> was annotated using Geseq software (v2.03) (<xref ref-type="bibr" rid="B64">Tillich et&#xa0;al., 2017</xref>). The tRNA and rRNA of the genome were annotated using Tr4Nascan-SE software (v.2.0.11) (<xref ref-type="bibr" rid="B42">Lowe and Eddy, 1997</xref>) and BLASTn software (v2.13.0) (<xref ref-type="bibr" rid="B11">Chen et&#xa0;al., 2015</xref>). Finally, each mitochondrial genome annotation was manually corrected using Apollo software (v1.11.8) (<xref ref-type="bibr" rid="B36">Lewis et&#xa0;al., 2002</xref>).</p>
</sec>
<sec id="s2_3">
<title>Structural analysis and codon preference analysis of the genome</title>
<p>To resolve the obtained repetitive regions in the graphical mitochondrial genome, the long reads were compared to the repetitive sequences to determine whether any long reads crossed the repetitive region, especially the <italic>ctg3</italic> repetitive region. Selection of suitable pathways is based on long reads to hypothesize the most likely mitochondrial genome structure formed in <italic>S. psammophila</italic>.</p>
<p>Genomic PCGs were extracted by the Phylosuite software (v1.1.16) (<xref ref-type="bibr" rid="B79">Zhang et&#xa0;al., 2020</xref>) and then analyzed for codon preference by the Mega software (v7.0) (<xref ref-type="bibr" rid="B33">Kumar et&#xa0;al., 2016</xref>), and RSCU values were calculated.</p>
</sec>
<sec id="s2_4">
<title>Sequence repeat analysis</title>
<p>Microsatellite repeats, tandem repeats, and dispersed repeats were identified using MISA (v2.1) (<ext-link ext-link-type="uri" xlink:href="https://webblast.ipk-gatersleben.de/misa/">https://webblast.ipk-gatersleben.de/misa/</ext-link>) (<xref ref-type="bibr" rid="B4">Beier et&#xa0;al., 2017</xref>), TRF (v4.09) (<ext-link ext-link-type="uri" xlink:href="https://tandem.bu.edu/trf/trf.unix.help.html">https://tandem.bu.edu/trf/trf.unix.help.html</ext-link>) (<xref ref-type="bibr" rid="B5">Benson, 1999</xref>), and the REPuter web server (<ext-link ext-link-type="uri" xlink:href="https://bibiserv.cebitec.uni-bielefeld.de/reputer/">https://bibiserv.cebitec.uni-bielefeld.de/reputer/</ext-link>) (<xref ref-type="bibr" rid="B34">Kurtz, 2001</xref>), and the results were analyzed using Excel software and the Circos package (v0.69.9) (<xref ref-type="bibr" rid="B81">Zhang et&#xa0;al., 2013</xref>) for visualization.</p>
</sec>
<sec id="s2_5">
<title>Sequence transfer analysis and synteny analysis</title>
<p>The chloroplast genome was assembled and annotated using the GetOrganelle software (<xref ref-type="bibr" rid="B27">Jin et&#xa0;al., 2020</xref>) and CPGAVAS2 software (<xref ref-type="bibr" rid="B57">Shi et&#xa0;al., 2019</xref>). The annotation results were subsequently corrected using the CPGView software (<xref ref-type="bibr" rid="B41">Liu et&#xa0;al., 2023</xref>). Homologous fragments of the mitochondrial and chloroplast genomes were analyzed using the BLASTn software (v2.13.0) (<xref ref-type="bibr" rid="B11">Chen et&#xa0;al., 2015</xref>), and the results were visualized using the Circos package (v0.69.9) (<xref ref-type="bibr" rid="B81">Zhang et&#xa0;al., 2013</xref>).</p>
<p>Six tree species, including <italic>S. psammophila</italic>, were selected for analysis, and based on the BLASTn results of two&#x2013;two comparisons between individual mitochondrial genomes, homologous sequences of more than 500 bp were retained as conserved covariate blocks, and Multiple Synteny Plot was plotted.</p>
</sec>
<sec id="s2_6">
<title>Prediction of RNA editing sites</title>
<p>We used the sequences of all PCGs encoded by the <italic>S. psammophila</italic> mitochondrial genome as the input file and used Deepred-mt (<xref ref-type="bibr" rid="B18">Edera et&#xa0;al., 2021</xref>) to predict RNA editing sites from C to U of the mitochondrial PCGs, and retained all results with probability values greater than 0.9.</p>
</sec>
<sec id="s2_7">
<title>Phylogenetic analysis</title>
<p>Thirty-four mitochondrial genomes from three families, namely, Salicaceae, Euphorbiaceae, and Rhizophoraceae, were selected for phylogenetic analysis based on their affinities, with two Rhizophoraceae mitochondrial genomes set as the outgroup. Common genes were extracted using the PhyloSuite software (v1.1.16) (<xref ref-type="bibr" rid="B79">Zhang et&#xa0;al., 2020</xref>). Multiple sequence alignment was performed using MAFFT software (v7.505) (<xref ref-type="bibr" rid="B29">Katoh and Standley, 2013</xref>). Then, phylogenetic trees were constructed using the IQ-TREE software (v1.6.12) (<xref ref-type="bibr" rid="B50">Nguyen et&#xa0;al., 2015</xref>) based on the maximum likelihood (ML) method with the parameters &#x201c;&#x2013;alrt 1000 -B 1000&#x201d; and the analysis results were visualized using ITOL software (v6) (<xref ref-type="bibr" rid="B35">Letunic and Bork, 2019</xref>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Assembly and annotation of the mitochondrial genome</title>
<p>A total of 265,714 reads were utilized in assembling the <italic>S. psammophila</italic> mitochondrial genome, with the longest read length reaching 48,394 bp, an average read length of 18,699 bp, an N50 read length of 18,657 bp, and total read bases amounting to 4,968,733,600 bp. After exclusion of duplicated regions, one molecular circular was obtained with a total length of 715,555 bp and 44.89% GC content (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). We annotated the mitochondrial genome of the <italic>S. psammophila</italic> and the annotation results are shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. A total of 33 unique PCGs were annotated, including 24 unique core genes and 9 variable genes, 18 tRNA genes (5 of which were multicopy genes), and 3 rRNA genes. The core genes include five ATP synthase genes (<italic>atp1</italic>, <italic>atp4</italic>, <italic>atp6</italic>, <italic>atp8</italic>, and <italic>atp9</italic>), nine NADH dehydrogenase genes (<italic>nad1</italic>, <italic>nad2</italic>, <italic>nad3</italic>, <italic>nad4</italic>, <italic>nad4L</italic>, <italic>nad5</italic>, <italic>nad6</italic>, <italic>nad7</italic>, and <italic>nad9</italic>), four cytochrome C biogenesis genes (<italic>ccmB</italic>, <italic>ccmC</italic>, <italic>ccmFC</italic>, and <italic>ccmFN</italic>), three cytochrome C oxidase genes (<italic>cox1</italic>, <italic>cox2</italic>, and <italic>cox3</italic>), one protein transport subunit gene (<italic>mttB</italic>), one maturases gene (<italic>matR</italic>), and one cytochrome b gene (<italic>cob</italic>). Variable genes include three RP large subunit genes (<italic>rpl2</italic>, <italic>rpl10</italic>, and <italic>rpl16</italic>), five RP small subunit genes (<italic>rps1</italic>, <italic>rps3</italic>, <italic>rps4</italic>, <italic>rps7</italic>, and <italic>rps12</italic>), and one succinate dehydrogenase (<italic>sdh4</italic>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Genome circular map representing the mitochondrial genome of <italic>S. psammophila.</italic> The colored squares inside and outside the circular map represent various mitochondrial genes. Genes belonging to the same function are represented by the same color.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1411289-g001.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Gene composition in the mitogenome of <italic>Salix psammophila</italic>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Group of genes</th>
<th valign="middle" align="left">Name of genes</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">ATP synthase</td>
<td valign="middle" align="left">
<italic>atp 1</italic>, <italic>atp 4</italic>, <italic>atp 6</italic>, <italic>atp 8</italic>, <italic>atp 9</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">NADH dehydrogenase</td>
<td valign="middle" align="left">
<italic>nad 1</italic>, <italic>nad 2</italic>, <italic>nad 3</italic>, <italic>nad 4</italic>, <italic>nad 4L</italic>, <italic>nad 5</italic>, <italic>nad 6</italic>, <italic>nad 7</italic>, <italic>nad 9</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Cytochrome b</td>
<td valign="middle" align="left">
<italic>cob</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Cytochrome c biogenesis</td>
<td valign="middle" align="left">
<italic>ccmB</italic>, <italic>ccmC</italic>, <italic>ccmFC</italic>, <italic>ccmFN</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Cytochrome c oxidase</td>
<td valign="middle" align="left">
<italic>cox 1</italic>, <italic>cox 2</italic>, <italic>cox 3</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Maturases</td>
<td valign="middle" align="left">
<italic>matR</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Protein transport subunit</td>
<td valign="middle" align="left">
<italic>mttB</italic> (&#xd7;2)</td>
</tr>
<tr>
<td valign="middle" align="left">Ribosomal protein large subunit</td>
<td valign="middle" align="left">
<italic>rpl2</italic>, <italic>rpl10</italic>, <italic>rpl16</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Ribosomal protein small subunit</td>
<td valign="middle" align="left">
<italic>rps 1</italic>, <italic>rps 3</italic>, <italic>rps 4</italic> (&#xd7;2), <italic>rps 7</italic> (&#xd7;2), <italic>rps 12</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Succinate dehydrogenase</td>
<td valign="middle" align="left">
<italic>sdh 4</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Ribosome RNA</td>
<td valign="middle" align="left">
<italic>rrn 5</italic>, <italic>rrn 18</italic>, <italic>rrn 26</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Transfer RNA</td>
<td valign="middle" align="left">
<italic>trnC-GCA</italic>, <italic>trnD-GUC</italic> (&#xd7;2), <italic>trnE-UUC</italic>, <italic>trnF-GAA</italic>, <italic>trnG-GCC</italic>, <italic>trnH-GUG</italic>, <italic>trnI-CAU</italic>, <italic>trnK-UUU</italic>, <italic>trnM-CAU</italic> (&#xd7;3), <italic>trnN-GUU</italic>, <italic>trnP-UGG</italic> (&#xd7;3), <italic>trnQ-UUG</italic>, <italic>trnS-GCU</italic>, <italic>trnS-GGA</italic> (&#xd7;2), <italic>trnS-UGA</italic>, <italic>trnV-GAC</italic>, <italic>trnW-CCA</italic>, <italic>trnY-GUA</italic> (&#xd7;2)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_2">
<title>The structure of the mitochondrial genome</title>
<p>A sketch of the assembled <italic>S. psammophila</italic> mitochondrial genome was visualized using Bandage software (v0.8.1), and the results are shown in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>. The sketch contains three nodes (see <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2A</bold>
</xref> for details). Each node represents a sequence (contig) obtained by assembly, and two nodes are connected by a black line, which represents the overlapping region between the two sequences. Together, all sequences form a complex multibranched closed genome structure that represents the complete mitochondrial genome sequence of <italic>S. psammophila</italic>. We use long reads to address several key nodes where branching exists, derive the relevant sequences that are at branching nodes, and map them to long reads. Two sequences connected by a black line appear on the same long reads and are connected at the beginning and end, which means that the long reads support the interconnection of these two sequences. A number of different connections exist on different branch nodes, but we prioritize connections that are supported by more long reads when assembling. The resolution of branching nodes due to repeated sequences (<italic>ctg3</italic>) based on long reads yields a circular contig sequence (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>), the resolution of which is summarized in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2B</bold>
</xref>. In addition, <italic>ctg3</italic> can be formed into a circular structure with <italic>ctg1</italic> and <italic>ctg2</italic>, respectively, to form a potential secondary conformation of the two circular (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Various graphical mitochondrial genome structure maps of <italic>S. psammophila</italic>. <bold>(A)</bold> Sketch map of the mitochondrial genome assembly (node ID marked in the image). <bold>(B)</bold> The main configuration of the mitochondrial genome. <bold>(C)</bold> The minor configuration of the mitochondrial genome.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1411289-g002.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>Codon preference of the mitochondrial genome</title>
<p>Codon preference analysis was performed on 33 unique PCGs of <italic>S. psammophila</italic> mitochondria, and the codon usage of individual amino acids is shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S3</bold>
</xref>. All amino acids except Met (AUG) and Trp (UGG) consist of multiple codons. Codons with relative synonymous codon use (RSCU) greater than 1 are considered to be used preferentially by amino acids. As shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref>, codon usage preferences are also prevalent in mitochondrial PCGs, except for the start codons AUG and Trp (UGG), which have an RSCU value of 1. For example, the termination codon has a high codon usage preference for UAA with an RSCU value of 1.69, which is the highest among mitochondrial PCGs. This is followed by alanine (Ala), which has a high codon usage preference for GCU with an RSCU value of 1.64.</p>
</sec>
<sec id="s3_4">
<title>Sequence repeat analysis</title>
<p>Repeat sequence analysis showed that a total of 232 SSRs were identified in the mitochondrial genome of the <italic>S. psammophila</italic>, with 86, 36, 24, 74, 9, and 3 monomers, dimers, trimers, tetramers, pentamers, and hexamers, respectively (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Among them, monomeric and dimeric SSRs accounted for 52.59% of the total SSRs. Thymine (T) monomeric repeat sequences accounted for 55.81% (48) of the 86 monomeric SSRs. Repeat sequences are categorized into tandem repeat sequences and dispersed repeat sequences. Tandem repeat sequences, also known as satellite DNA, are core repetitive units of approximately 7 to 200 bases that are repeated many times in tandem and are widely found in prokaryotic and eukaryotic genomes. There were 19 tandem repeats in the mitochondrial genes with greater than 85% match and lengths ranging from 12 to 28 bp, and 362 pairs of dispersed repeats with lengths greater than or equal to 30 bp. The dispersed repeats contained 180 pairs of palindromic repeats, 179 pairs of forward repeats and 2 pairs of complementary repeats (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Of these, the longest palindromic repeat is 260 bp and the longest forward repeat is 86,068 bp.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>The histogram of the repeat sequence analysis. <bold>(A)</bold> Horizontal coordinates represent the type of SSRs, and vertical coordinates represent the number of repetitive fragments. The gray legend represents monomeric SSRs, the green legend represents dimeric SSRs, the purple legend represents trimeric SSRs, the blue legend represents tetrameric SSRs, the yellow legend represents hexameric SSRs, and the red legend represents hexameric SSRs. <bold>(B)</bold> The horizontal coordinates represent the type of repetitive sequence, and the vertical coordinates represent the number of repetitive fragments. The purple legend represents tandem repeats, the orange legend represents palindromic repeats, the green legend indicates forward repeats, the red legend represents reverse repeats, and the blue legend represents complementary repeats.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1411289-g003.tif"/>
</fig>
</sec>
<sec id="s3_5">
<title>Sequence transfer analysis</title>
<p>During mitochondrial evolution, some fragments migrate from chloroplasts to mitochondrial genes, and the length and sequence similarity of the migrated fragments change from species to species. Based on the sequence similarity, a total of 38 fragments from the chloroplast genome were found in the mitochondrial genome of <italic>S. psammophila</italic>, with a total length of 16,536 bp, which accounted for 2.31% of the total length of the mitochondrial genome (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Among these homologous fragments, MTPT 16 was the longest, with a length of 2,579 bp, and MTPT 8 and MTPT 9 were the shortest, both at 33 bp. Annotating these homologous sequences, we identified eight complete genes, namely, one PCG (<italic>atpE</italic>) and seven tRNA genes (trn<italic>D-GUC</italic>, <italic>trnM-CAU</italic>, <italic>trnN-GUU</italic>, <italic>trnP-UGG</italic>, <italic>trnS-GGA</italic>, <italic>trnV-UAC</italic>, and <italic>trnW-CCA</italic>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Homological sequences between mitochondrial and chloroplast genomes. The blue circular segment in the figure represents the mitochondrial genome, the green circular segment represents the chloroplast genome, and the purple line between the circular segments corresponds to a homologous fragment of the genome fragments.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1411289-g004.tif"/>
</fig>
</sec>
<sec id="s3_6">
<title>Prediction of RNA editing sites</title>
<p>RNA editing events were predicted for 33 unique PCGs of the mitochondrial genome by setting the following criterion: cutoff value = 0.9.&#xa0;A total of 324 potential RNA editing sites were identified, all of which were C-to-U editing and basically appeared in the second or third position, with a few occurring in the third position (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S8</bold>
</xref>). As shown in <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>, among these mitochondrial genes, the most edited gene was the <italic>nad4</italic> gene, with 38 RNA editing sites identified. The least edited genes were <italic>atp1</italic>, <italic>cox2</italic>, <italic>rpl10</italic>, and <italic>rps4</italic>, with 1 RNA editing site identified.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Number of RNA editing sites in all the PCGs.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1411289-g005.tif"/>
</fig>
</sec>
<sec id="s3_7">
<title>Phylogenetic analysis</title>
<p>To further explore the evolutionary relationships of the mitochondria of <italic>S. psammophila</italic>, phylogenetic trees were constructed for 34 species of plants from three families, namely, Salicaceae, Euphorbiaceae, and Rhizophoraceae, based on the DNA sequences of 24 conserved mitochondrial PCGs, in which <italic>Bruguiera sexangula</italic> and <italic>Kandelia obovata</italic> of the Rhizophoraceae family were set up as the outgroups (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). The PCGs shared by these species are <italic>atp1</italic>, <italic>atp4</italic>, <italic>atp6</italic>, <italic>atp8</italic>, <italic>atp9</italic>, <italic>ccmB</italic>, <italic>ccmC</italic>, <italic>ccmFC</italic>, <italic>ccmFN</italic>, <italic>cob</italic>, <italic>cox1</italic>, <italic>cox2</italic>, <italic>cox3</italic>, <italic>matR</italic>, <italic>mttB</italic>, <italic>nad1</italic>, <italic>nad2</italic>, <italic>nad3</italic>, <italic>nad4</italic>, <italic>nad4L</italic>, <italic>nad5</italic>, <italic>nad6</italic>, <italic>nad7</italic>, and <italic>nad9</italic>. The topology of the mitochondrial DNA phylogeny coincides with the latest classification of the Angiosperm Phylogeny Group (APG). <italic>S. psammophila</italic> belongs to the family Salicaceae in the order Salicales and is most closely related to <italic>S. polaris.</italic>
</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Phylogenetic relationships of <italic>S. psammophila</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1411289-g006.tif"/>
</fig>
</sec>
<sec id="s3_8">
<title>Synteny analysis</title>
<p>
<italic>S. koriyanagi</italic>, <italic>S. viminalis</italic>, <italic>S. suchowensis</italic>, <italic>S. integra</italic>, <italic>S. psammophila</italic>, and <italic>S. polaris</italic> were selected for the synteny analysis. As shown in <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>, there are a large number of homologous collinear blocks between the mitochondrial genomes of <italic>S. psammophila</italic> and the other five willow species. In addition, there are some gap regions where sequences are species-specific and have no homology with the rest of the species. The results showed that the mitochondrial genome of <italic>S. psammophila</italic> underwent genomic rearrangement with <italic>S. integra</italic> but not with <italic>S. polaris</italic>.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Synteny analysis of six different species in the genus Salix. The red curved regions indicate regions where inversion occurs, and the gray regions indicate regions of good homology.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1411289-g007.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<sec id="s4_1">
<title>Complexity and variability mitochondrial genome size and structure in plants</title>
<p>The plant mitochondrial genome is an evolutionary dynamic entity with great plant diversity in terms of size, structure, gene content, etc (<xref ref-type="bibr" rid="B51">Petersen et&#xa0;al., 2020</xref>). <italic>S. psammophila</italic> mitochondrial genome is a circular structure with a total length of 715,555 bp and a GC content of 44.89%. The mitochondrial genome structure and GC content were similar to those of the known <italic>P. deltoides</italic>, <italic>P. simonii</italic>, <italic>S. wilsonii</italic>, and <italic>S. suchowensis</italic>, all of which were cyclic in structure, and the GC content was approximately 44.80%. However, there are also some differences in the genome structure and size of the Salicaceae plants. The mitochondrial genomes of both <italic>P. deltoides</italic> and <italic>P. simonii</italic> are three circulars, the <italic>P. tremula</italic>, <italic>P. tremula &#xd7; P. alba</italic>, <italic>P. alba</italic>, and <italic>P. davidiana</italic> are the typical single circular sequences, as are the <italic>S. suchowensis, S. wilsonii</italic>, and <italic>S. purpurea</italic> (<xref ref-type="bibr" rid="B31">Kersten et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B15">Choi et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B77">Ye et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B9">Brenner et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B12">Chen et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B8">Bi et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B23">Han et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B54">Qu et&#xa0;al., 2022</xref>). In the genus <italic>Populus</italic>, the mitochondrial genome size is very conserved, and poplars such as <italic>P. simonii</italic> (781,478 bp), <italic>P. deltoides</italic> (802,637 bp), <italic>P. tremula</italic> (783,442 bp), and <italic>P. alba</italic> (838,420 bp) are essentially similar in mitochondrial genome size (<xref ref-type="bibr" rid="B31">Kersten et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B9">Brenner et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B8">Bi et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B54">Qu et&#xa0;al., 2022</xref>). Numerous studies have shown that a large number of repetitive units, the incorporation of foreign sequences, and the acquisition or loss of large genetic fragments of their own are the main causes of large differences in plant mitochondrial genomes (<xref ref-type="bibr" rid="B72">Wu et&#xa0;al., 2022</xref>). In the mitochondrial genome of the genus <italic>Populus</italic>, there are no repetitive sequences &gt;350 bp, which may be the reason for the small differences in size and structure of the genus <italic>Populus</italic> mitochondrial genome (<xref ref-type="bibr" rid="B8">Bi et&#xa0;al., 2022</xref>). In contrast, the mitochondrial genome size of the genus Salix is highly variable, ranging from 599 kb (<italic>S. purpurea</italic>) to 735 kb (<italic>S. cardiophylla</italic>) (<xref ref-type="bibr" rid="B69">Wei et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B12">Chen et&#xa0;al., 2020</xref>). The size of plant mitochondrial genomes varies dramatically between families and even between different species of the same genus. For example, the mitochondrial genome size difference between woody cotton (<italic>Gossypium arboreum</italic>) and upland cotton (<italic>Gossypium hirsutum</italic>) is 65.6 kb (<xref ref-type="bibr" rid="B2">Ala et&#xa0;al., 2023</xref>). Furthermore, there was no positive correlation between genome size and gene number; <italic>P. deltoides</italic> mitochondrial genomes had the largest size but not the largest number of genes, with the largest number of genes being found in <italic>S. brachista</italic>, and the difference in the number of genes between their mitochondrial genomes was small (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S11</bold>
</xref>). The mitochondrial genome of <italic>Welwitschia mirabilis</italic> is more than twice the size of <italic>Cycas taitungensis</italic>, but had fewer genes than <italic>Cycas taitungensis</italic> (<xref ref-type="bibr" rid="B22">Guo et&#xa0;al., 2016</xref>), Meanwhile, the sizes of the <italic>S. psammophila</italic> and <italic>S. wilsonii</italic> mitochondrial genomes are similar, and there are significant differences in the types and copy numbers of tRNA, suggesting that different species within the genus <italic>Salix</italic> possess their unique biological functions. Previous studies have demonstrated that the phylogeny of the mitogenome in <italic>Populus</italic> can effectively distinguish between different groups of poplar trees (<xref ref-type="bibr" rid="B54">Qu et&#xa0;al., 2022</xref>). Similarly, species within the genus <italic>Salix</italic> can also be categorized using phylogenetic trees. For instance, <italic>S. wilsonii</italic> and <italic>S. dunnii</italic> are classified under Sect. Wilsonianae, while <italic>S. brachista</italic> and <italic>S. paraflabellaris</italic> are grouped under Sect. Lindleyanae.</p>
</sec>
<sec id="s4_2">
<title>Repeat sequences in the mitochondrial genome of Salicaceae plants</title>
<p>A large number of repetitive sequences are distributed in the plant mitochondrial genome, and their size and arrangement are closely related to the differences and rearrangements among the plant mitochondrial genomes, which play an important role in the evolution of plant mitochondria (<xref ref-type="bibr" rid="B63">Tanaka et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B74">Wynn and Christensen, 2019</xref>; <xref ref-type="bibr" rid="B76">Yang et&#xa0;al., 2021</xref>). Repetitive sequences in plant mitochondrial genomes can be categorized into two groups, dispersed repeats and tandem repeats (<xref ref-type="bibr" rid="B71">Wu et&#xa0;al., 2019</xref>). Simple sequence repeat (SSR) is a highly variable tandem repeat sequence of 1&#x2013;6 bp, commonly used as a molecular marker for species identification and genetic diversity studies (<xref ref-type="bibr" rid="B44">Ma et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B39">Li and Ye, 2020</xref>). A total of 232 SSRs were detected in the <italic>S. psammophila</italic> mitochondrial genome, and the analysis revealed that 95% of the mononucleotide SSRs were A/T, which was similar to the mitochondrial genomes of other genus Salix, with the highest proportion of A/T repeats among the mononucleotide repeats (<xref ref-type="bibr" rid="B77">Ye et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B23">Han et&#xa0;al., 2022</xref>). In addition to tandem repeat sequences, plant mitochondrial genomes are characterized by the presence of a large number of dispersed repeat sequences, including palindromic repeat sequences, forward repeat sequences, reverse repeat sequences, and complementary repeat sequences. There are 362 dispersed repeat sequences in the <italic>S. psammophila</italic> mitochondrial genome, with palindromic and forward repeats being the most abundant. As shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S6</bold>
</xref>, a total of 236 (65.19%) dispersed repeats range from 30 to 39 bp, 108 (29.83%) repeats are between 40 and 99 bp in length, 4.7% of the repeats are within the range of 100 to 300 bp in length, and one of the repeats is 86,068 bp, which is a forward repeat. Larger repetitive sequences are critical in genomic structural changes, and paired forward and reverse repeat sequences (&gt;1 kb) can produce subgenomic or isomeric conformations (<xref ref-type="bibr" rid="B6">Bi et&#xa0;al., 2020</xref>). In addition to <italic>S. psammophila</italic>, <italic>S. cardiophylla</italic>, <italic>S. paraflabellaris</italic>, and <italic>S. suchowensis</italic> mitochondrial genomes also contain repetitive sequences greater than 1 kb in length, and their impact on the structure and size expansion of mitochondrial genomes is of interest (<xref ref-type="bibr" rid="B10">Chang et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B16">Dong et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B12">Chen et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s4_3">
<title>The <italic>rps14</italic> function during the evolution of the genome of Salicaceae plants</title>
<p>The PCG analysis based on the mitochondrial genome of <italic>S. psammophila</italic> and <italic>S. suchowensis</italic>, <italic>S. wilsonii</italic>, <italic>P. simonii</italic>, and <italic>P. deltoides</italic> revealed that the mitochondrial genome of Salicaceae plants, like other plants, is relatively conserved. It has been shown that the number of PCGs gradually decreases during the evolution of species, and that the genes lost in most cases are RP genes and succinate dehydrogenase genes (<xref ref-type="bibr" rid="B1">Adams and Palmer, 2003</xref>). Through comparative analysis of the mitochondrial genomes of several Salicaceae plants, it was found that the <italic>rps14</italic> gene was lost in <italic>S. psammophila</italic>, <italic>S. suchowensis</italic>, <italic>S. wilsonii</italic>, and <italic>P. simonii</italic> (<xref ref-type="bibr" rid="B77">Ye et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B8">Bi et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B23">Han et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B54">Qu et&#xa0;al., 2022</xref>). RPs are proteins in ribosomes that play a crucial role in ribosome biogenesis, protein synthesis, cell growth, development, and apoptosis (<xref ref-type="bibr" rid="B55">Ramakrishnan and White, 1998</xref>; <xref ref-type="bibr" rid="B48">Naora and Naora, 1999</xref>; <xref ref-type="bibr" rid="B45">Maguire and Zimmermann, 2001</xref>; <xref ref-type="bibr" rid="B66">Wang et&#xa0;al., 2013b</xref>). <italic>S. psammophila</italic> and <italic>P. simonii</italic> play important roles in resisting wind damage and fixing sand dunes and have excellent characteristics such as drought resistance, tolerance to barrenness, and strong adaptability. They are the main tree species in the Northwest and North China regions (<xref ref-type="bibr" rid="B25">Jia et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B73">Wu et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B75">Yang et&#xa0;al., 2022</xref>). <italic>S. suchowensis</italic> is mainly distributed in central and eastern China, and has the function of windbreak and sand fixation (<xref ref-type="bibr" rid="B26">Jia et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B68">Wang et&#xa0;al., 2024</xref>). The original ecological area of <italic>P. deltoides</italic> is from the southeastern United States to southern Canada and plays an important role in riparian ecosystems (<xref ref-type="bibr" rid="B19">Fahrenkrog et&#xa0;al., 2017</xref>). Based on their different geographical distribution and physiological characteristics, we speculate that the loss of <italic>rps14</italic> in the evolution of Salicaceae plants may lead to their sensitivity to adversities such as drought (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S12</bold>
</xref>). RPs are important for the translation of diverse proteins and are involved in overall cellular adaptation under stress conditions (<xref ref-type="bibr" rid="B65">Vemanna et&#xa0;al., 2019</xref>). It has been shown that 46 RPs are downregulated for expression under drought conditions (<xref ref-type="bibr" rid="B49">Narsai et&#xa0;al., 2013</xref>). Bi et&#xa0;al. found that <italic>rps14</italic> and the <italic>ccmB</italic>, <italic>ccmFC</italic>, <italic>rps1</italic>, and <italic>rps10</italic> genes may play an important role in the evolutionary process by analyzing selection pressures on PCGs of the <italic>Phaseolus vulgaris</italic> mitochondrial genome (<xref ref-type="bibr" rid="B6">Bi et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s4_4">
<title>Conservation of RNA editing events in plant mitochondrial genomes</title>
<p>The oxidative phosphorylation system in mitochondria consists of five complexes (I&#x2013;V), the normal assembly of which requires standard processing of pre-mRNAs, involving RNA editing and intron shearing, and is important for the maintenance of mitochondrial functions (<xref ref-type="bibr" rid="B17">Dudkina et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B40">Li et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B62">Sun et&#xa0;al., 2018</xref>). RNA editing is a phenomenon in which genetic information is altered through the insertion of nucleotides, or nucleotide deletions and transitions, into the messenger RNA of a functional gene (<xref ref-type="bibr" rid="B30">Keller et&#xa0;al., 1999</xref>). RNA editing can occur in a variety of forms, including C-to-U, U-to-C, and A-to-I conversions; U insertions and deletions; and G insertions (<xref ref-type="bibr" rid="B60">Small et&#xa0;al., 2020</xref>). In plants, RNA editing events occur mainly in plant mitochondria and chloroplasts, and take place mainly in the form of a C-to-U transition (<xref ref-type="bibr" rid="B24">Hao et&#xa0;al., 2021</xref>). We analyzed the 33 PCGs within the mitochondrial genome of <italic>S. psammophila</italic> and identified a total of 324 RNA editing sites. All of these sites exhibited C to U transitions, which is consistent with findings in <italic>S. suchowensis</italic> and <italic>P. deltoides</italic> (<xref ref-type="bibr" rid="B77">Ye et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B54">Qu et&#xa0;al., 2022</xref>). In addition, we found the highest number of edits to <italic>nad4</italic> in <italic>S. psammophila</italic> and <italic>S. suchowensis</italic> mitochondria. It has also been found in plants such as <italic>Corydalis saxicola</italic>, with the most editing of the <italic>nad4</italic> in the mitochondrial genome (<xref ref-type="bibr" rid="B46">Maldonado et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B38">Li et&#xa0;al., 2024</xref>). The <italic>nad4</italic> is one of the components of complex I, which is the largest complex related to respiration in the mitochondria of land plants and is important for maintaining plant growth and development (<xref ref-type="bibr" rid="B47">M&#xf8;ller et&#xa0;al., 2021</xref>). Thus, extensive editing of the <italic>nad4</italic> may be important for the functioning of complex I in plant mitochondria.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusions</title>
<p>In this study, we successfully assembled and annotated the mitochondrial genome of <italic>S. psammophila</italic> for the first time, identifying it as a single circular structure with a total length of 715,555 bp and a GC content of 44.89%. Comparative analysis with mitochondrial genomes of <italic>S. wilsonii</italic>, <italic>S. suchowensis</italic>, <italic>P. simonii</italic>, and <italic>P. deltoides</italic> revealed that PCGs within the Salicaceae family are highly conserved, with significant variations primarily observed in RPs. Notably, <italic>rps14</italic> is absent in <italic>S. psammophila</italic>, a species well-adapted to arid environments. This absence might indicate a role in enhancing tolerance to environmental stresses such as drought. These findings contribute valuable insights into the phylogenetic and genetic research of Salicaceae plants.</p>
</sec>
</body>
<back>
<sec id="s6" 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 in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>HQ: Data curation, Formal Analysis, Writing &#x2013; original draft, Resources, Software, Methodology, Validation, Visualization. YC: Data curation, Formal Analysis, Software, Writing &#x2013; original draft. RW: Data curation, Resources, Writing &#x2013; original draft. WZ: Data curation, Formal Analysis, Investigation, Writing &#x2013; original draft. ZZ: Writing &#x2013; original draft, Data curation, Formal Analysis, Validation. FY: Data curation, Resources, Writing &#x2013; original draft. HY: Funding acquisition, Investigation, Methodology, Project administration, Writing &#x2013; review &amp; editing. GL: Project administration, Software, Visualization, Writing &#x2013; review &amp; editing, Conceptualization, Funding acquisition. JZ: Funding acquisition, Investigation, Project administration, Validation, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Conceptualization, Methodology, Supervision, Visualization.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was funded by the Beijing Academy of Agriculture and Forestry Sciences Science Foundation (Nos. KJCX20230203 and JJP2024-027), the National Natural Science Foundation of China (32360401), and the Inner Mongolia Natural Science Foundation (2023MS03050).</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.2024.1411289/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2024.1411289/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.zip" id="SM1" mimetype="application/zip">
<label>Supplementary Figure&#xa0;1</label>
<caption>
<p>The codon preference analysis of the mitochondrial genome. Different colors of the same amino acid represent the RSCU values of different codons editing this amino acid.</p>
</caption>
</supplementary-material>
</sec>
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