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<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.2023.1271625</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>Cold stress induces differential gene expression of retained homeologs in <italic>Camelina sativa</italic> cv Suneson</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Fang</surname>
<given-names>Chao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</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>Hamilton</surname>
<given-names>John P.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
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<contrib contrib-type="author">
<name>
<surname>Vaillancourt</surname>
<given-names>Brieanne</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Yi-Wen</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Wood</surname>
<given-names>Joshua C.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<surname>Deans</surname>
<given-names>Natalie C.</given-names>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<surname>Scroggs</surname>
<given-names>Taylor</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Carlton</surname>
<given-names>Lemor</given-names>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<name>
<surname>Mailloux</surname>
<given-names>Kathrine</given-names>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Douches</surname>
<given-names>David S.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
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<contrib contrib-type="author">
<name>
<surname>Nadakuduti</surname>
<given-names>Satya Swathi</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jiang</surname>
<given-names>Jiming</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Buell</surname>
<given-names>C. Robin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Plant Biology, Michigan State University</institution>, <addr-line>East Lansing, MI</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Center for Applied Genetic Technologies, University of Georgia</institution>, <addr-line>Athens, GA</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Crop &amp; Soil Sciences, University of Georgia</institution>, <addr-line>Athens, GA</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Genetics, University of Georgia</institution>, <addr-line>Athens, GA</addr-line>, <country>United States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Plant, Soil &amp; Microbial Sciences, Michigan State University</institution>, <addr-line>East Lansing, MI</addr-line>, <country>United States</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Environmental Horticulture, University of Florida</institution>, <addr-line>Gainesville, FL</addr-line>, <country>United States</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Plant Molecular and Cellular Biology Program, University of Florida</institution>, <addr-line>Gainesville, FL</addr-line>, <country>United States</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Department of Horticulture, Michigan State University</institution>, <addr-line>East Lansing, MI</addr-line>, <country>United States</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>Institute of Plant Breeding, Genetics &amp; Genomics, University of Georgia</institution>, <addr-line>Athens, GA</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Manohar Chakrabarti, The University of Texas Rio Grande Valley, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Mir Asif Iquebal, Indian Council of Agricultural Research, India; Munevver Dogramaci, Agricultural Research Service (USDA), United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jiming Jiang, <email xlink:href="mailto:jiangjm@msu.edu">jiangjm@msu.edu</email>; C. Robin Buell, <email xlink:href="mailto:robin.buell@uga.edu">robin.buell@uga.edu</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>11</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1271625</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>08</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>10</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Fang, Hamilton, Vaillancourt, Wang, Wood, Deans, Scroggs, Carlton, Mailloux, Douches, Nadakuduti, Jiang and Buell</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Fang, Hamilton, Vaillancourt, Wang, Wood, Deans, Scroggs, Carlton, Mailloux, Douches, Nadakuduti, Jiang and Buell</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>Camelina sativa</italic> (L.) Crantz, a member of the Brassicaceae, has potential as a biofuel feedstock which is attributable to the production of fatty acids in its seeds, its fast growth cycle, and low input requirements. While a genome assembly is available for camelina, it was generated from short sequence reads and is thus highly fragmented in nature. Using long read sequences, we generated a chromosome-scale, highly contiguous genome assembly (644,491,969 bp) for the spring biotype cultivar &#x2018;Suneson&#x2019; with an N50 contig length of 12,031,512 bp and a scaffold N50 length of 32,184,682 bp. Annotation of protein-coding genes revealed 91,877 genes that encode 133,355 gene models. We identified a total of 4,467 genes that were significantly up-regulated under cold stress which were enriched in gene ontology terms associated with &#x201c;response to cold&#x201d; and &#x201c;response to abiotic stress&#x201d;. Coexpression analyses revealed multiple coexpression modules that were enriched in genes differentially expressed following cold stress that had putative functions involved in stress adaptation, specifically within the plastid. With access to a highly contiguous genome assembly, comparative analyses with <italic>Arabidopsis thaliana</italic> revealed 23,625 <italic>A. thaliana</italic> genes syntenic with 45,453 Suneson genes. Of these, 24,960 Suneson genes were syntenic to 8,320 <italic>A. thaliana</italic> genes reflecting a 3 camelina homeolog to 1 Arabidopsis gene relationship and retention of all three homeologs. Some of the retained triplicated homeologs showed conserved gene expression patterns under control and cold-stressed conditions whereas other triplicated homeologs displayed diverged expression patterns revealing sub- and neo-functionalization of the homeologs at the transcription level. Access to the chromosome-scale assembly of Suneson will enable both basic and applied research efforts in the improvement of camelina as a sustainable biofuel feedstock.</p>
</abstract>
<kwd-group>
<kwd>camelina</kwd>
<kwd>cold stress</kwd>
<kwd>genome assembly</kwd>
<kwd>homeolog</kwd>
<kwd>lipid</kwd>
</kwd-group>
<contract-num rid="cn001">2018-33522- 28736</contract-num>
<contract-sponsor id="cn001">National Institute of Food and Agriculture<named-content content-type="fundref-id">10.13039/100005825</named-content>
</contract-sponsor>
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<fig-count count="4"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="100"/>
<page-count count="13"/>
<word-count count="6569"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Genetics, Epigenetics and Chromosome Biology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>
<italic>Camelina sativa</italic> (L.) Crantz, also known as false flax or gold-of-pleasure, is a low-cost renewable crop with multiple uses in food, feed, and bio-based applications. It has a broad environmental adaptability with a short life cycle of 85 to 100 days and can be grown in marginalized conditions with minimal agricultural inputs (<xref ref-type="bibr" rid="B85">Vollmann and Eynck, 2015</xref>; <xref ref-type="bibr" rid="B55">Malik et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B97">Zanetti et&#xa0;al., 2021</xref>). Camelina is a member of the Brassicaceae family and produces seeds with up to 40% oil by weight (<xref ref-type="bibr" rid="B74">Rodr&#xed;guez-Rodr&#xed;guez et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B10">Berti et&#xa0;al., 2016</xref>). If blended with conventional jet A fuel in equal proportions, camelina-based biofuel has been shown to reduce particle number and mass emissions by 50&#x2013;70% (<xref ref-type="bibr" rid="B61">Moore et&#xa0;al., 2017</xref>). Key to its use as a sustainable biofuel is the development of camelina cultivars that are adapted to different climates and have favorable seed oil yield and fatty acid profiles. At the biochemical level, the deep knowledge of lipid metabolism in <italic>Arabidopsis thaliana</italic> (hereafter Arabidopsis) has been leveraged to camelina resulting in editing of fatty acid desaturase genes to alter the fatty acid profile in seed oil (<xref ref-type="bibr" rid="B36">Jiang et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B62">Morineau et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B44">Lee et&#xa0;al., 2021</xref>). However, in addition to serving as a storage molecule in seeds, fatty acids are integral components of membranes in which the composition of fatty acids (saturated vs unsaturated) impacts membrane fluidity.</p>
<p>To date, field studies on the impact of climate on camelina have shown that temperature, moisture, and soil type can impact seed yield and fatty acid profiles (<xref ref-type="bibr" rid="B66">Obour et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B72">Raziei et&#xa0;al., 2018</xref>). Furthermore, a controlled growth chamber experiment revealed that altered temperature resulted in significant changes in seed oil fatty acid profiles (<xref ref-type="bibr" rid="B13">Brock et&#xa0;al., 2020</xref>). In acclimation experiments in which spring and winter biotypes were exposed to low and then freezing temperatures, both physiological and gene expression changes were apparent between the biotypes reflecting differential responses to temperature (<xref ref-type="bibr" rid="B5">Anderson et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B78">Soorni et&#xa0;al., 2022</xref>). Gene expression differences were also observed between a spring and winter biotype following an 8-week cold acclimation period (<xref ref-type="bibr" rid="B89">Wang et&#xa0;al., 2022</xref>). In a limited study of genes involved in lipid metabolism, a cold stress treatment (4&#xb0;C) induced expression of <italic>CsPDAT1-A</italic> and <italic>CsPDAT1-C</italic> that encode phospholipid:diacylglycerol acyltransferases which catalyze the final acylation step in triacylglycerol (TAG) biosynthesis (<xref ref-type="bibr" rid="B96">Yuan et&#xa0;al., 2017</xref>). Obtaining a better understanding of the impacts of climate on not only fatty acid and lipid profiles across organs but also other key agronomic traits is critical to developing camelina as a biofuel crop with resilience to climate variation.</p>
<p>The genome sequence of the doubled haploid DH55 <italic>C. sativa</italic> accession (641 Mb assembly) was published in 2014 and encodes ~89,000 genes (<xref ref-type="bibr" rid="B37">Kagale et&#xa0;al., 2014</xref>). Comparative genome analyses are consistent with a recent whole genome triplication in camelina that resulted in a highly undifferentiated hexaploid genome structure (<xref ref-type="bibr" rid="B37">Kagale et&#xa0;al., 2014</xref>). This is supported by recent chromosome painting, genome <italic>in situ</italic> hybridization, and phylogenetic analyses, which suggests that <italic>C. sativa</italic> is derived from an auto-allotetraploid <italic>C. neglecta</italic>&#x2010;like species and the diploid species <italic>C. hispida</italic> (<xref ref-type="bibr" rid="B56">Mand&#xe1;kov&#xe1; et&#xa0;al., 2019</xref>). As a polyploid, genome fractionation has occurred in camelina along with subgenome dominance (<xref ref-type="bibr" rid="B37">Kagale et&#xa0;al., 2014</xref>). Conserved as well as sub- and neo-functionalization of gene expression among the homeologs has been reported (<xref ref-type="bibr" rid="B37">Kagale et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B32">Heydarian et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B28">Gomez-Cano et&#xa0;al., 2022</xref>). In addition to genomic and a suite of transcriptomic resources (<xref ref-type="bibr" rid="B37">Kagale et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B1">Abdullah et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B2">Abdullah et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B27">Gomez-Cano et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B28">Gomez-Cano et&#xa0;al., 2022</xref>), population genetics studies have been performed that associate agronomic traits with genomic loci (<xref ref-type="bibr" rid="B39">King et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B54">Luo et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B17">Chaudhary et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B48">Li et&#xa0;al., 2021</xref>).</p>
<p>While the DH55 reference genome has been highly useful to the community and a new version (v2) of the reference genome has been released (<ext-link ext-link-type="uri" xlink:href="http://cruciferseq.ca">http://cruciferseq.ca</ext-link>), both genome assemblies are highly fragmented due to exclusive use of short read sequences in the assembly process. The use of long read sequencing platforms, coupled with significantly improved algorithms for genome assembly, permit the construction of a chromosome-scale, high quality camelina genome assembly that can enable an improved understanding gene function including regulation of homeologs. In this study, we generated a chromosome-scale, high quality reference genome sequence and annotation for the spring biotype cultivar &#x2018;Suneson&#x2019; which has been widely used by the research community (<xref ref-type="bibr" rid="B63">Na et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B67">Ozseyhan et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B39">King et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B64">Na et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B45">Lhamo et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B28">Gomez-Cano et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B9">Bengtsson et&#xa0;al., 2023</xref>). To further our understanding of the impact of gene regulation, we examined gene expression in camelina leaves exposed to cold stress revealing conserved as well as differential gene expression among retained homeologs. The Suneson genome resource will be of value to researchers interested in engineering camelina as a biofuel crop and in understanding genome evolution in polyploids.</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>Plant material</title>
<p>For generation of high molecular weight DNA, <italic>Camelina sativa</italic> cv Suneson seeds were subjected to one round of single seed descent, planted in soil, and grown at 25.5&#xb0;C day/18&#xb0;C night for 19 days under a 15 hr photoperiod with 500 &#x3bc;E&#xb7;m<sup>&#x2212;2</sup>&#xb7;s<sup>&#x2212;1</sup> of light. Plants were stored in the dark for 24 hours, leaves were harvested, and flash frozen in liquid nitrogen. For the Illumina whole genome shotgun (WGS) library, immature leaves were harvested from plants grown for 22 days in soil at 22&#xb0;C day/18&#xb0;C night under 400 &#x3bc;E&#xb7;m<sup>&#x2212;2</sup>&#xb7;s<sup>&#x2212;1</sup> of light with a 15 hr photoperiod, and then dark treated for 24 hours prior to DNA isolation. For generation of transcript data to support genome annotation, we harvested mature leaf, immature seed stage 1, immature seed stage 2, stem, open flower, and root without the dark treatment and flash froze tissues in liquid nitrogen prior to RNA isolation.</p>
<p>To examine the response of Suneson to cold treatment, bulk seeds were sterilized three times with 75% ethyl alcohol for 5 minutes and then plated on Murashige and Skoog plates for 4 days prior to transfer to soil. Potted seedlings were grown in a growth chamber at 22&#xb0;C day/18&#xb0;C night under a 16 hr photoperiod. After three weeks, plants were exposed to cold temperature (10&#xb0;C/day, 6&#xb0;C/night) for 48 hrs; plants not exposed to cold stress were used as a control.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Nucleic acid isolation, library construction, and sequencing</title>
<p>High molecular weight genomic DNA was isolated from dark-treated immature leaves using the Takara Bio Nucleobond HMW DNA Kit (Takara Bio USA, San Jose CA); short fragments were eliminated using the Short Read Eliminator kit (Pacific Biosciences, Menlo Park, CA). Oxford Nanopore Technologies (ONT) libraries were constructed using the Ligation Sequencing Kit (SQK-LSK114, Q20+ chemistry) and sequenced on FLO-MIN114 flow cells as described previously (<xref ref-type="bibr" rid="B49">Li et&#xa0;al., 2023b</xref>) (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). Bases were called using Guppy v6.3.7 in super high accuracy mode (<ext-link ext-link-type="uri" xlink:href="https://nanoporetech.com/community">https://nanoporetech.com/community</ext-link>). DNA for error correction was isolated from dark-treated immature leaves using the Qiagen genomic tip method (<xref ref-type="bibr" rid="B84">Vaillancourt and Buell, 2019</xref>) and WGS libraries were constructed using the PerkinElmer NEXTFLEX Rapid XP DNA-Seq Kit HT (Perkin Elmer, Waltham, MA) (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). Libraries (five in total) were sequenced on an Illumina NovaSeq 6000 in paired-end mode generating 150 nt reads.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Genome assembly and chromosome scaffolding</title>
<p>Jellyfish (v2.2.10) (<xref ref-type="bibr" rid="B58">Mar&#xe7;ais and Kingsford, 2011</xref>) was used to count k-mers (k = 21) in the WGS reads which were analyzed with GenomeScope (v2.0) (<xref ref-type="bibr" rid="B86">Vurture et&#xa0;al., 2017</xref>) to determine the extent of heterozygosity and shared k-mers among the homeologs. In addition, a smudgeplot was generated using Smudgeplot (v0.2.5) (<xref ref-type="bibr" rid="B71">Ranallo-Benavidez et&#xa0;al., 2020</xref>) with k-mers (k = 21) counted with KMC (v3.1.1) (<xref ref-type="bibr" rid="B40">Kokot et&#xa0;al., 2017</xref>). ONT gDNA reads were filtered using seqtk (v1.3) (<ext-link ext-link-type="uri" xlink:href="https://github.com/lh3/seqtk">https://github.com/lh3/seqtk</ext-link>) to remove reads less than 15 kb. The genome was assembled using Flye (v2.9.1) (<xref ref-type="bibr" rid="B41">Kolmogorov et&#xa0;al., 2019</xref>) with the genome size set to .785g, zero polishing iterations, and asm-coverage 60. The initial assembly was error-corrected through two rounds of Medaka (v1.7.2; <ext-link ext-link-type="uri" xlink:href="https://github.com/nanoporetech/medaka">https://github.com/nanoporetech/medaka</ext-link>) with all of the ONT genomic DNA reads using the model r1041_e82_400bps_sup_g615. This was followed by two rounds of Pilon (v1.24) (<xref ref-type="bibr" rid="B87">Walker et&#xa0;al., 2014</xref>) using the alignments from Cudadapt-trimmed reads (v4.1) (<xref ref-type="bibr" rid="B59">Martin, 2011</xref>) that were aligned to the assembly using bwa-mem2 (v2.2.1) (<xref ref-type="bibr" rid="B46">Li, 2013</xref>). Contigs less than 50 kb were filtered out using seqkit (v2.3.0) (<xref ref-type="bibr" rid="B77">Shen et&#xa0;al., 2016</xref>). Two rounds of RagTag (v2.1.0) (<xref ref-type="bibr" rid="B4">Alonge et&#xa0;al., 2022</xref>) was used to generate a chromosome-scale assembly using the reference genome DH55 v2.0 (<ext-link ext-link-type="uri" xlink:href="http://cruciferseq.ca">http://cruciferseq.ca</ext-link>). Kraken 2 (v2.1.2) (<xref ref-type="bibr" rid="B93">Wood et&#xa0;al., 2019</xref>) was used to check all reads and the final assembly for contamination. KAT (v 2.4.1) (<xref ref-type="bibr" rid="B57">Mapleson et&#xa0;al., 2017</xref>) was used to determine the representation of k-mers in the final assembly. Genome completeness was assessed using Benchmarking Universal Single Copy Orthologs (BUSCO, v5.4.3) (<xref ref-type="bibr" rid="B90">Waterhouse et&#xa0;al., 2018</xref>) with the embryophyta_odb10 database.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Preparation of RNA-seq and full-length cDNA libraries</title>
<p>To support high quality gene annotation, RNA was isolated from a diverse set of tissues using either the hot borate method (<xref ref-type="bibr" rid="B88">Wan and Wilkins, 1994</xref>) (mature leaf and stem) or Purelink RNA isolation kit (Thermo Fisher Scientific, Waltham MA) (immature seed stage 1, immature seed stage 2, open flower, and root). Total RNA was treated with Turbo DNAse (Thermo Fisher Scientific, Waltham MA) following the manufacturer&#x2019;s directions. ONT cDNA libraries were constructed using the SQK-PCB109 library preparation kit (Oxford Nanopore Technologies, Oxford UK) and sequenced on FLO-MIN106 flow cells (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). Bases were called using Guppy v6.3.7 (<ext-link ext-link-type="uri" xlink:href="https://nanoporetech.com/community">https://nanoporetech.com/community</ext-link>) in the super high accuracy mode with barcode trimming disabled.</p>
<p>For cold stress experiments, two biological replicates of leaf tissue were collected from control and cold-treated plants and ground into a fine powder in liquid nitrogen. Total RNA was extracted using the RNeasy Plant Mini Kit (Qiagen, Germantown MD) and RNA-seq libraries were constructed using the KAPA mRNA HyperPrep Kit protocol (KAPA Biosystems, Wilmington, MA). RNA-seq libraries were sequenced in paired-end mode generating 150 nt reads on an Illumina NovaSeq 6000 (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). ONT cDNA libraries were constructed, sequenced, and bases called as described above.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Genome annotation</title>
<p>The Suneson genome was annotated for protein-coding genes as described previously (<xref ref-type="bibr" rid="B70">Pham et&#xa0;al., 2020</xref>). In brief, repetitive sequences were identified using RepeatModeler (v2.0.3) (<xref ref-type="bibr" rid="B26">Flynn et&#xa0;al., 2020</xref>) from which protein-coding genes were removed using Protex (v1.2)(<xref ref-type="bibr" rid="B16">Campbell et&#xa0;al., 2014</xref>). These filtered repeat sequences were added to the Repbase Viriplantae repeat dataset (v20150807) to construct a final repeat library. Prior to annotation, RepeatMasker (v4.1.2-p1) (<xref ref-type="bibr" rid="B19">Chen, 2004</xref>) was used to mask the genome using the parameters -s -nolow -no_is -gff. RNA-seq reads were cleaned of low quality sequences and adapters using Cutadapt (v2.10) (<xref ref-type="bibr" rid="B59">Martin, 2011</xref>) with a quality cutoff of 10 and a minimum length of 100nt (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). Cleaned reads were aligned to the Suneson genome using HISAT2 (v2.1.0) (<xref ref-type="bibr" rid="B38">Kim et&#xa0;al., 2019</xref>) with a maximum intron length of 5000 and genome-guided transcript assemblies were generated using Stringtie 2 (v2.2.1) (<xref ref-type="bibr" rid="B42">Kovaka et&#xa0;al., 2019</xref>). The BRAKER2 pipeline (v2.1.6) (<xref ref-type="bibr" rid="B33">Hoff et&#xa0;al., 2019</xref>) was used to predict gene models using the RNA-Seq alignments as hints. Gene models were refined through two rounds of PASA (v2.5.2) (<xref ref-type="bibr" rid="B31">Haas et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B15">Campbell et&#xa0;al., 2006</xref>) using the RNA-seq and ONT cDNA reads resulting in a set of 145,971 working gene models. To identify high confidence gene models, gene expression data were generated using Kallisto (v0.46.2) (<xref ref-type="bibr" rid="B12">Bray et&#xa0;al., 2016</xref>) with the mRNAseq reads and Stringtie (v2.2.1) (<xref ref-type="bibr" rid="B42">Kovaka et&#xa0;al., 2019</xref>) with the ONT cDNA reads. Predicted proteins were searched against the Arabidopsis v11 predicted proteome (Araport.org) using Diamond (v0.9.36) (<xref ref-type="bibr" rid="B14">Buchfink et&#xa0;al., 2015</xref>) and Pfam domains were identified using the PFAM database (v32.0) (<xref ref-type="bibr" rid="B24">El-Gebali et&#xa0;al., 2019</xref>) with HMMER (v3.3) (<xref ref-type="bibr" rid="B60">Mistry et&#xa0;al., 2013</xref>). High confidence gene models were determined based on gene expression (TPM &gt; 0) and/or protein match to Arabidopsis and/or presence of a Pfam domain. Functional annotation was assigned to the gene models using matches to Arabidopsis, the presence of Pfam domains, and expression evidence. Transcription factors were predicted using iTAK v1.7 (<xref ref-type="bibr" rid="B100">Zheng et&#xa0;al., 2016</xref>) with the high-confidence representative peptide sequences.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Gene expression abundances, differential gene expression, and gene coexpression analyses</title>
<p>Gene expression abundance estimations were calculated for cold-stressed and control leaves (this study) along with publicly available data that was downloaded from the National Center for Biotechnology Information Sequence Read Archive. First, reads were cleaned using Cutadapt (v4.1) (<xref ref-type="bibr" rid="B59">Martin, 2011</xref>) with a minimum read length of 40, 3&#x2019; end quality cutoff of 30, flanking N base removal, and 3&#x2019; adapter sequence trimming. The Kallisto quant algorithm (v0.48.0) (<xref ref-type="bibr" rid="B12">Bray et&#xa0;al., 2016</xref>) was used to quantify expression with a k-mer size of 21; libraries that were sequenced in single end mode were run with two additional parameters, a fragment length of 200 and standard deviation of 20. Libraries that were sequenced in paired end mode were run with the &#x2013;rf-stranded parameter. Gene coexpression networks were constructed using Simple Tidy GeneCoEx in R (<xref ref-type="bibr" rid="B47">Li et&#xa0;al., 2023a</xref>) with genes that had a TPM &gt; 1.</p>
<p>To detect differential gene expression, RNA-seq reads were mapped to Suneson genome using HISAT2 (version 2.0.0-beta) (<xref ref-type="bibr" rid="B38">Kim et&#xa0;al., 2019</xref>) and expression abundances were calculated by StringTie (v1.3.3b) (<xref ref-type="bibr" rid="B69">Pertea et&#xa0;al., 2016</xref>) to determine gene expression abundances. Significantly differentially expressed homeologous genes among a triplet (<italic>p</italic> &lt; 0.01) or between cold and control samples (|log2FC| &gt; 1; <italic>p</italic> &lt; 0.01) were identified using EdgeR (<xref ref-type="bibr" rid="B73">Robinson et&#xa0;al., 2010</xref>).</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Homeologous gene identification</title>
<p>Genome annotation for <italic>Arabidopsis lyrata</italic> and <italic>A. thaliana</italic> (Araport11) was downloaded from Phytozome (v13) (<xref ref-type="bibr" rid="B29">Goodstein et&#xa0;al., 2012</xref>). The GENESPACE pipeline (<xref ref-type="bibr" rid="B53">Lovell et&#xa0;al., 2022</xref>) was run with the Suneson genome and <italic>A. thaliana</italic> using GENESPACE v0.9.3 to identify triplicated homeologs within Suneson relative to <italic>A. thaliana</italic>. For <italic>A. lyrata</italic>, GENESPACE v1.1.4 was used with the representative gene model annotations to identify syntelogs between Suneson and <italic>A. lyrata</italic>. The default pipeline options were used except for the ploidy option which was set to 1,3. The syntelogs were exported from the pan-genome databases using the query_pangenes GENESPACE function.</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>Gene expression of triplicated homeologous genes</title>
<p>We first classified variation in expression across triplicated homeologs under control conditions by ranking the three homeologous genes based on their average FPKM value. If the highest expressed gene in a triplet of homeologs showed a significantly higher expression level (<italic>p &lt; </italic>0.01 and fold change of FPKM &gt; 2) than the other two copies, this homeolog was classified as a Class 1 homeolog. If two genes in the triplet showed a significantly higher expression level (<italic>p &lt; </italic>0.01 and fold change of FPKM &gt; 2) than the third copy, this homeolog was classified as a Class 2 homeolog. If all of the copies of a triplet showed similar expression levels (fold change of FPKM between every two copies &lt; 1.5), this homeolog was classified as a Class 3 homeolog. Gene ontology analyses of the three classes of homeologs were performed and displayed using TBtools (<xref ref-type="bibr" rid="B18">Chen et&#xa0;al., 2020</xref>).</p>
<p>In the response to cold stress, if a triplicated homeolog had a significantly higher expression level following cold stress relative to the control sample, this gene was termed a cold-induced gene. A cold-induced homeolog was classified as a Type 1 triplet if all three homeologs were cold-induced; a homeolog was classified as a Type 2 homeolog if two of the three copies were cold-induced; and a homeolog was classified as a Type 3 homeolog if one of the three copies was cold-induced. For every homeolog in a Type 1 triplet, we calculated the fold change of its FPKM value between cold-treated and control samples and used the fold change to represent the cold response level of this homeolog. We ranked the three homeologous genes based on their cold inducibility with the copy exhibiting the highest level ranked first and the copy with the lowest level ranked third. The cold inducibility of the first and third copies were compared to detect the divergence of their response to cold stress.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results and discussion</title>
<sec id="s3_1">
<label>3.1</label>
<title>Genome assembly of <italic>C. sativa</italic> cv Suneson</title>
<p>As the camelina genome is a hexaploid, we assessed the number of unique k-mers in the Suneson genome using Illumina WGS reads. The k-mer distribution plot (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>) is consistent with a diploidized genome in which the majority of k-mers (k = 21) were present in single copy with a subset present in two copies and an even smaller subset in three copies. We also examined the pattern of near-identical k-mers using SmudgePlot (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;2</bold>
</xref>) in which 49% of the k-mer pairs were present as AAB, 46% present as AB, and 5% as AAAB, consistent with the hypothesized origin of hexaploid camelina being derived from an auto-allotetraploid <italic>C. neglecta</italic>&#x2010;like species and the diploid species <italic>C. hispida</italic> (<xref ref-type="bibr" rid="B56">Mand&#xe1;kov&#xe1; et&#xa0;al., 2019</xref>). Using ~42&#xd7; coverage ONT genomic reads greater than 15 kb and the Flye assembler software, we assembled 647,473,868 bp of the Suneson genome into 551 contigs with an N50 contig length of 12,024,690 bp (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>). Two rounds of error correction with Medaka followed by two rounds of Pilon were performed. The assembly was filtered to remove contigs less than 50 kb, yielding a 644,482,469 bp assembly contained in 157 contigs with an N50 length of 12,031,512 bp (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>). To assemble to the 20 camelina chromosomes, Ragtag was used with the DH55 reference assembly resulting in 98.3% of the Suneson assembly anchored to the chromosomes (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>). To validate the assembly, we used the KAT program to determine the representation of WGS-derived k-mers in the final assembly. As shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;3</bold>
</xref>, the majority of k-mers were present in single copy within the assembly with limited numbers present at two copies and a small set of k-mers present in three copies. To assess the representation of genic sequences in the genome assembly, we ran BUSCO with the embryophyta_odb10 database. A total of 1,606 of the 1,614 (99.5%) BUSCO orthologs were complete in the Suneson assembly, of which, 1,581 (98.0%) are duplicated as expected due to the hexaploid nature of the camelina genome; a mere 0.2% and 0.3% were fragmented or missing, respectively (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;5</bold>
</xref>).</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Genome annotation</title>
<p>Repetitive sequences in the Suneson genome were identified using a combination of <italic>de novo</italic> repeat identification and sequence similarity to existing Viridiplantae repetitive sequences. In total, 44.2% of the genome was annotated as repetitive (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;6</bold>
</xref>), which is substantially higher than the percentage (25%) identified in the DH55 assembly which is attributable to the short-read-derived DH55 genome sequence. Retroelements (25%) dominated the annotated repetitive sequences relative to DNA transposons (2.85%). Annotation of protein-coding genes using five mRNA-seq libraries and full-length cDNA sequences derived from eight different tissues (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;7</bold>
</xref>) resulted in 145,971 working gene models from 103,435 loci (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;8</bold>
</xref>). Of these working models, 133,355 were high confidence models derived from 91,877 loci. While the number of total genes was similar between the Suneson and DH55 v2 annotation, access to substantial full-length cDNA sequence data permitted annotation of more gene models in the Suneson assembly compared to the DH55 assembly. In the Suneson annotation, the average number of gene models per locus in the working and high confidence gene sets to 1.41 and 1.45, respectively, which is higher compared to the average of 1.06 gene models per locus in the DH55 annotation (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;8</bold>
</xref>). To assess the quality of the genome annotation, we examined the representation of BUSCO orthologs. Within the representative high confidence gene model set, 98.4% of the BUSCO orthologs were present with 92.8% present as duplicated, consistent with the hexaploid nature of the camelina genome (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;5</bold>
</xref>).</p>
<p>
<xref ref-type="bibr" rid="B37">Kagale et&#xa0;al. (2014)</xref> reported a high degree of synteny between <italic>C. sativa</italic> and <italic>A. lyrata.</italic> In the Suneson genome, 59,645 genes were syntenic to 20,934 <italic>A. lyrata</italic> genes as shown in the riparian plot of synteny between these two species (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). To understand the relationship of the subgenomes within Suneson, we identified syntelogs between <italic>A. thaliana</italic> and Suneson using GENESPACE resulting in 23,625 <italic>A. thaliana</italic> genes syntenic with 45,453 Suneson genes (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;9</bold>
</xref>). The riparian plot of the three subgenomes relative to the five chromosomes of <italic>A. thaliana</italic> (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) highlights the significant degree of conservation between <italic>A. thaliana</italic> and the three subgenomes in Suneson. Of these, 24,960 Suneson genes were syntenic to 8,320 <italic>A. thaliana</italic> genes reflecting a 3 camelina homeolog to 1 A<italic>. thaliana</italic> relationship and retention of all three homeologs (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;10</bold>
</xref>). In addition to fully retained homeologs, 2,829 <italic>A. thaliana</italic> genes were syntenic to 5,658 <italic>C. sativa</italic> genes (1:2 ratio) while 7,253 <italic>A. thaliana</italic> genes were syntenic to 7,253 <italic>C. sativa</italic> genes (1:1 ratio).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Syntelogs between <italic>Arabidopsis</italic> species and <italic>Camelina sativa</italic> cv Suneson. GENESPACE was used to identify syntelogs <bold>(A)</bold> between <italic>Arabidopsis lyrata</italic> and <italic>Camelina sativa</italic> cv Suneson and <bold>(B)</bold> between <italic>Arabidopsis thaliana</italic> and <italic>Camelina sativa</italic> cv Suneson.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1271625-g001.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Response of camelina leaves to cold stress</title>
<p>We performed RNA-seq using leaf tissue collected from cold-treated plants to gain insight on the impact of short-term cold stress on leaf tissue. A total of 4,467 genes showed a significantly higher expression level in cold-treated samples compared to their expression under control temperature; 4,851 were down-regulated under cold stress (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Tables&#xa0;11</bold>
</xref>, <xref ref-type="supplementary-material" rid="ST1">
<bold>12</bold>
</xref>). Gene ontology terms related to stress response were enriched in cold-inducible genes including &#x201c;response to cold&#x201d;, &#x201c;response to temperature stimulus&#x201d;, and &#x201c;cold acclimation&#x201d; (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>; <xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;13</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Gene expression in <italic>Camelina sativa</italic> cv Suneson following cold stress. <bold>(A)</bold> Gene ontology (GO) terms enriched in cold induced genes. Only the top 10 enriched GO terms are shown here. A complete list of enriched GO terms is included in <xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;13</bold>
</xref>. Sizes of symbols reflect numbers of genes, color reflects log<sub>10</sub> <italic>p</italic>-value and symbols reflect GO categories (BP: Biological process; CC: Cellular compartment; MF: Molecular function). <bold>(B)</bold> Gene expression in <italic>C. sativa</italic> cv Suneson leaf and developing seeds. Gene expression abundances for 1,452 genes involved in fatty acid and lipid metabolism were calculated using Kallisto for control and cold stressed leaves (this study) and two sets of seed development series obtained from the National Center for Biotechnology Information Sequence Read Archive. Numbers for seed samples reflect days post anthesis. <bold>(C)</bold> Modules of coexpressed genes using gene expression abundances from control and cold-stressed leaves (this study) and two seed development studies. Numbers for seed samples reflect days post anthesis.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1271625-g002.tif"/>
</fig>
<p>As temperature impacts fatty acid and lipid composition, we examined the expression of genes involved in lipid and fatty acid metabolism under cold stress in Suneson leaves. Using 552 A<italic>. thaliana</italic> genes previously associated with lipid and fatty acid metabolism (<xref ref-type="bibr" rid="B65">Nguyen et&#xa0;al., 2013</xref>), we identified 1,474 genes in the Suneson assembly involved in lipid and fatty acid metabolism (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;14</bold>
</xref>). Expression of these genes were strikingly different between leaf and developing seeds as shown in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref> consistent with the diverged function of lipid metabolism in these tissues. Of these, 60 were differentially up-regulated in cold stressed leaves while 111 were down-regulated. Multiple genes involved in remodeling membrane lipids were upregulated (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;11</bold>
</xref>) including lipid transfer proteins functioning in phospholipid transfer between cell membranes. Also up-regulated were genes encoding phosphoinositide-specific phospholipase C which is associated with hormone signaling, abiotic stresses, and pathogen responses (<xref ref-type="bibr" rid="B75">Rupwate and Rajasekharan, 2012</xref>). Notably, a <italic>DIACYLGLYCEROL KINASE (DGK)</italic> gene was upregulated when exposed to cold temperatures (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;11</bold>
</xref>). As plants balance the levels of phosphatidic acid, diacylglycerol, and triacylglycerol during cold stress, DGKs plays a major role in remodeling cold-responsive lipids (<xref ref-type="bibr" rid="B80">Tan et&#xa0;al., 2018</xref>). We did not observe up-regulation of phospholipid:diacylglycerol acyltransferases which have been reported to be induced by cold stress (<xref ref-type="bibr" rid="B96">Yuan et&#xa0;al., 2017</xref>) and shown to enhance fitness under cold stress in <italic>A. thaliana</italic> (<xref ref-type="bibr" rid="B22">Demski et&#xa0;al., 2020</xref>). This may be attributable to the warmer and shorter cold stress conditions employed in this study which may not have been sufficient to induce gene expression. In contrast, different classes of lipoxygenases (LOX gene family) involved in lipid catabolism and the formation of oxylipins including the defense-related hormone jasmonic acid were downregulated under cold stress (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;12</bold>
</xref>) consistent with a previous study (<xref ref-type="bibr" rid="B98">Zhu et&#xa0;al., 2018</xref>). Oxylipins have been reported to play a role in cold stress through jasmonic acid-mediated regulation of Inducer of CBF (ICE) &#x2013; C-Repeat Binding Factor (CBF)/DRE Binding Factor 1 through the alleviation of oxidative damage in cells (<xref ref-type="bibr" rid="B35">Hu et&#xa0;al., 2013</xref>).</p>
<p>To identify genes that are co-regulated under cold stress, we constructed gene coexpression networks. After filtering for the top 20% variable genes and an r &gt; 0.7, 14,765 genes with 13,803,988 edges were used to construct coexpression modules (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;2C</bold>
</xref>; <xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;15</bold>
</xref>). With respect to gene expression following cold stress, four modules were of interest (Modules 5, 23, 124, 167). Module 5 contained 233 genes, of which, 62 were up-regulated and 22 were down-regulated following cold stress. Genes in Module 5 were enriched in GO terms associated with response to light, abiotic stress, and environmental stimuli as well as regulation of genes involved in photosynthesis (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;16</bold>
</xref>). With respect to cellular compartment, Module 5 genes were associated with the plastid and the peroxisome. Module 23 (93 genes) had 35 and 4 genes up-regulated and down-regulated, respectively, in response to cold stress; GO terms associated with Module 23 were associated with response to abiotic stress, cold, and temperature stimulus and were associated with plastic cellular compartment (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;16</bold>
</xref>). Similar to Module 5, Module 124 included 99 genes, of which, 24 were up-regulated and 29 were down-regulated and associated with GO terms involved in response to light and abiotic stimuli with localization within the plastid compartment (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;16</bold>
</xref>). While only containing 38 genes, Module 167 had 23 genes up-regulated and a single gene down-regulated following cold-stress; GO associations suggest this module was associated with DNA repair (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;16</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Transcriptional divergence of triplicated homeologous genes in control leaves. <bold>(A)</bold> Classification of three classes of triplicated homeologous genes based on gene expression. Class 1 represents the homeolog in which the highest expressed gene showed a significantly higher expression level (p &lt; 0.01 and fold change of FPKM &gt; 2) than the other two copies. Class 2 represents the homeolog in which two genes showed a significantly higher expression level (<italic>p &lt; </italic>0.01 and fold change of FPKM &gt; 2) than the third copy. Class 3 represents the homeologs in which three copies showed similar expression levels (fold change of FPKM between every two copies &lt; 1.5). <bold>(B)</bold> Gene ontology (GO) terms enriched in Class 1 genes. Only the top 10 enriched GO terms are shown. A complete list of enriched GO terms is included in <xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;17</bold>
</xref>. <bold>(C)</bold> GO terms enriched in Class 3 genes. Only the top 10 enriched GO terms are shown here. A complete list of enriched GO terms is included in <xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;18</bold>
</xref>. <bold>(D)</bold> GO terms enriched in Class 2 genes. Only the top 10 enriched GO terms are shown here. A complete list of enriched GO terms is included in <xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;19</bold>
</xref>. Sizes of symbols reflect numbers of genes, color reflects log<sub>10</sub> <italic>p</italic>-value and symbols reflect GO categories (BP, Biological process; CC, Cellular compartment; MF, Molecular function).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1271625-g003.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Expression patterns of retained homeologous genes in <italic>Camelina sativa</italic>
</title>
<p>We analyzed the transcriptional divergence of triplicated homeologous genes in the Suneson genome. We identified 8,320 sets of triplicated homeologous genes (see Methods) and analyzed their expression in leaf tissue. We first investigated the expression patterns of these homeologs under control conditions. Among these homeologs, over 76% (6,323/8,320) exhibited expression of all three homeologous genes, while 6.0% (499/8,320) and 6.4% (529/8,320) of the triplets displayed expression of only one and two of the three homeologous copies, respectively. All three copies of the remaining 969 (11.6%) triplets were not expressed in control leaf tissue.</p>
<p>The triplicated homeologs were then cataloged into Class 1, 2, and 3 based on the expression levels of the three homeologs. We identified 587 triplets (Class 1) in which the expression level of one copy is significantly higher (<italic>p</italic> &lt; 0.01) than both of the two other copies (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). We performed GO analysis on this group of genes. Interestingly, genes responsive to stimuli such as chemicals, stress, and endogenous stimuli were highly enriched in this group (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>; <xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;17</bold>
</xref>). These data suggest neofunctionalization at the expression level among these homeologs. A similar result was reported in <italic>A. thaliana</italic> in which one copy of duplicated genes tends to retain their ancestral stress responses following gene duplication (<xref ref-type="bibr" rid="B99">Zou et&#xa0;al., 2009</xref>). We identified 1,044 triplicated homeologs (Class 3) in which the three copies showed a similar level of expression (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>); specifically, the fold change in expression between any two of the three copies was less than 1.5. Gene ontology analysis of this group of genes revealed enrichment of genes related to fundamental processes including biosynthetic processes, metabolic processes, cellular processes, developmental processes, and rhythmic processes (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>; <xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;18</bold>
</xref>). This result indicates that it is favorable to retain expression of all three copies of genes related to fundamental biological processes. For comparison, we identified a set of 502 triplicated homeologs (Class 2) in which the expression levels of two copies were significantly higher (<italic>p</italic> &lt; 0.01) than the third copy (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>); GO analysis revealed that signaling pathways were highly enriched in this class of genes (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>; <xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;19</bold>
</xref>).</p>
<p>In allopolyploids, genes from one subgenome were often preferentially retained or achieved a higher level of expression than those from other subgenomes, which is known as subgenome dominance and has been documented in an increasing number of plant species (<xref ref-type="bibr" rid="B82">Thomas et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B76">Schnable et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B3">Alger and Edger, 2020</xref>). If one of the parental progenitors of an allopolyploid is highly adapted to the environment where the polyploid species originated, then genes responsible for environmental adaptation from this progenitor may be preferentially retained. For example, disease resistance genes were found to be preferentially retained and associated with subgenome dominance in strawberry (<xref ref-type="bibr" rid="B8">Barbey et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B23">Edger et&#xa0;al., 2019</xref>) and <italic>Brassica napus</italic> (<xref ref-type="bibr" rid="B21">de Jong and Adams, 2023</xref>). As noted above, in <italic>A. thaliana</italic> one copy of duplicated genes tends to retain their ancestral stress responses following gene duplication (<xref ref-type="bibr" rid="B99">Zou et&#xa0;al., 2009</xref>). Here, we show in <italic>C. sativa</italic> that a specific homeolog of genes responsive to stimuli tends to gain dominance in transcription in comparison to other homeologs. These results suggest that stress responsive genes have a distinct evolutionary trajectory in the evolution of allopolyploid species.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Diverged responses to cold stress among retained homeologous genes</title>
<p>We investigated how the expression of retained triplicated homeologous genes evolved in their response to an environmental cue, that of cold stress. Of the 4,467 genes up-regulated in response to cold stress, 36.5% (1,632/4,467) belong to 935 triplicated homeologs. We classified the 935 homeologs into three types. Type 1: all three homeologous copies were cold-inducible; Type 2: two of the three copies were cold-inducible; Type 3: only one copy was cold inducible. Our analysis revealed that 75% of the triplicated homeologous genes displayed diverged cold responses as at least one homoeologous copy was not induced after cold treatment (Type 2 or 3) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). Examples of Type 1 triplicated homeologs with retained expression are Camsa.SUN.04G044570, Camsa.SUN.04G044580, Camsa.SUN.05G006530, Camsa.SUN.05G006520, Camsa.SUN.06G040820, and Camsa.SUN.06G040830 which are syntelogs with the <italic>A. thaliana</italic> cold-regulated (<italic>COR</italic>) genes AT2G42530 (<italic>COR15b</italic>) and AT2G42540 (<italic>COR15a</italic>) present in tandem on <italic>A. thaliana</italic> chromosome 2 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). Arabidopsis COR15a and COR15b are small chloroplast-targeted polypeptides induced under cold stress, localized in the chloroplast stroma which function in freezing tolerance (<xref ref-type="bibr" rid="B50">Lin and Thomashow, 1992a</xref>; <xref ref-type="bibr" rid="B51">Lin and Thomashow, 1992b</xref>; <xref ref-type="bibr" rid="B92">Wilhelm and Thomashow, 1993</xref>; <xref ref-type="bibr" rid="B6">Artus et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B83">Thomashow, 1998</xref>; <xref ref-type="bibr" rid="B81">Thalhammer and Hincha, 2013</xref>). While all six Suneson genes are up-regulated in response to cold stress, the triplicated homeologs differ in basal gene expression levels and in the extent of up-regulation (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). Syntelogs of AT2G42530 had lower basal expression but higher log2 fold-change relative to the AT2G42540 syntelogs which had a higher basal expression but lower log2 fold-change (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). In addition, the extent of cold-induction within each set of the triplicated homeologs differed. For example, the log2 fold-change of Camsa.SUN.04G044570 is lower than Camsa.SUN.05G006530 and Camsa.SUN.06G040820 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). Similar cold-specific expression of the <italic>Wcor15</italic> homeolog has been documented in allopolyploid wheat and suggested to play an important role in cold hardiness in wheat and barley (<xref ref-type="bibr" rid="B79">Takumi et&#xa0;al., 2003</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Transcriptional divergence of triplicated homeologous genes in <italic>C. sativa</italic> leaves following cold stress. <bold>(A)</bold> Classification of the three types of cold-response triplicated homeologs. The three homeologous genes of Type 1 triplets were all cold-induced; Two of the three homeologs from Type 2 triplets were cold-induced; Only one of the three homeologs from Type 3 triplets was cold-induced. &#x201c;Different cold response&#x201d; indicates the Type 1 triplets in which one homeolog showed at least two-times higher cold inducibility than the two other homeologs. The remaining Type 1 triplets are termed as &#x201c;similar cold response&#x201d;. <bold>(B)</bold> McScan was used to display the systemic relationship of <italic>C. sativa</italic> homeologs of <italic>Arabidopsis thaliana COR15</italic> genes (red) and flanking genes. <bold>(C)</bold> Gene expression of <italic>COR15</italic> homeologs in control and cold-treated leaves.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1271625-g004.tif"/>
</fig>
<p>To further compare the &#x201c;cold inducibility&#x201d; of each gene within all of the 233 Type 1 triplicated homeologs, we calculated the fold change in expression levels between control and cold treatment sample. We then ranked the three homeologous copies of each triplicated homeolog based on their cold inducibility, with the copy exhibiting the highest expression level ranked first and the copy with the lowest level ranked third (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). Our analysis revealed that &gt;10% of the Type 1 homeologs exhibited a two-fold or greater difference in cold inducibility between the first and third-ranked copies, suggesting divergence in the degree of cold inducibility among the homeologous genes. Such homeolog expression bias, where one homeolog is preferentially expressed relative to the other, has been reported in multiple other allopolyploid species including <italic>Gossypium</italic> (<xref ref-type="bibr" rid="B34">Hovav et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B25">Flagel and Wendel, 2010</xref>), <italic>Triticum</italic> (<xref ref-type="bibr" rid="B11">Bottley et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B91">Wei et&#xa0;al., 2019</xref>), <italic>Brassica</italic> (<xref ref-type="bibr" rid="B7">Auger et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B95">Wu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B43">Lee and Adams, 2020</xref>), and other species (<xref ref-type="bibr" rid="B30">Grover et&#xa0;al., 2012</xref>). Abiotic stress conditions, especially cold stress, considerably impacts expression bias of homeologs involved in physiological responses. Homeologs with differential gene expression are involved in the CBF-COR signaling pathway, fatty acid metabolism which impacts plasma membrane fluidity and stabilization, scavenging reactive oxygen species, sucrose metabolism, and accumulation of secondary metabolites, all which contribute to cold tolerance (<xref ref-type="bibr" rid="B20">Combes et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B43">Lee and Adams, 2020</xref>; <xref ref-type="bibr" rid="B68">Park and Jang, 2020</xref>; <xref ref-type="bibr" rid="B94">Wu et&#xa0;al., 2022</xref>). Therefore, studying homeolog gene expression and their sub-functionalization provides foundational knowledge that can be utilized in engineering cold tolerant camelina.</p>
</sec>
</sec>
<sec id="s4" sec-type="conclusions">
<label>4</label>
<title>Conclusions</title>
<p>Access to chromosome-scale genome assemblies and high quality annotation have been foundational resources for genomics-enabled improvement of crop plants. These data have facilitated the understanding of genetic diversity, population structure, structural variation, and quantitative genetics across many crop species. For camelina to be an adaptable biofuel feedstock, improvements in agronomic performance and optimization of seed oil composition and yield will be required. This will entail both conventional breeding and biotechnological approaches that will be enabled by tapping into genetic diversity (<xref ref-type="bibr" rid="B54">Luo et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B48">Li et&#xa0;al., 2021</xref>) and facile transformation via floral dip (<xref ref-type="bibr" rid="B52">Liu et&#xa0;al., 2012</xref>). Access to a chromosome-scale, highly contiguous genome assembly for the widely used spring biotype Suneson was generated in this study and will enable not only basic research on molecular, physiological, and biochemical traits but also breeding cultivars with improved agronomic and biofuel traits. In addition to generation of a chromosome-scale assembly of Suneson and classification of syntelogs with two <italic>Arabidopsis</italic> species, we documented the transcriptional response to cold stress in vegetative leaves including identification of differentially expressed genes, generation of coexpression modules, and characterization of conserved/diverged expression of homeologous genes. These datasets provide a foundation for more detailed interrogation of gene function and regulation in camelina as well as how these diverged from the model species, <italic>A. thaliana</italic>.</p>
</sec>
<sec id="s5" 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: Raw sequence reads for all generated data are available through the National Center for Biotechnology Information Sequence Read Archive under BioProject ID PRJNA927321. The genome assembly, annotation, gene expression abundances and GENESPACE results are available on Figshare (<uri xlink:href="https://figshare.com/s/6f95ce23f7c4eded54d6">https://figshare.com/s/6f95ce23f7c4eded54d6</uri>).</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>CF: Formal Analysis, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Data curation, Investigation, Software, Visualization. JH: Data curation, Formal Analysis, Investigation, Methodology, Software, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. BV: Data curation, Formal Analysis, Investigation, Methodology, Software, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. Y-WW: Data curation, Formal Analysis, Investigation, Methodology, Software, Visualization, Writing &#x2013; review &amp; editing. JW: Investigation, Methodology, Writing &#x2013; review &amp; editing, Supervision. ND: Investigation, Writing &#x2013; review &amp; editing, Formal Analysis, Software, Visualization. TS: Writing &#x2013; review &amp; editing, Methodology. LC: Methodology, Writing &#x2013; review &amp; editing. KM: Methodology, Writing &#x2013; review &amp; editing, Supervision. DD: Supervision, Writing &#x2013; review &amp; editing, Conceptualization, Funding acquisition. SN: Conceptualization, Funding acquisition, Writing &#x2013; review &amp; editing, Formal Analysis, Investigation, Resources, Writing &#x2013; original draft. JJ: Conceptualization, Funding acquisition, Investigation, Writing &#x2013; review &amp; editing, Supervision. CRB: Conceptualization, Funding acquisition, Supervision, Writing &#x2013; review &amp; editing, Formal Analysis, Methodology, Project administration, Resources, Writing &#x2013; original draft.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by funds from the University of Georgia, Georgia Seed Development, and the Georgia Research Alliance to CRB, the USDA National Institute of Food and Agriculture Biotechnology Risk Assessment Grant Program (2018-33522-28736) to CRB, SN and DD, and startup funds from Michigan State University to JJ.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We acknowledge the expertise of the RTSF Genomics Core at Michigan State University and the Texas A&amp;M AgriLife Research: Genomics and Bioinformatics Service in providing sequencing services.</p>
</ack>
<sec id="s8" 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="s9" 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="s10" 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.2023.1271625/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2023.1271625/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Image_1.pdf" id="SM1" mimetype="application/pdf"/>
<supplementary-material xlink:href="Table_1.xlsx" id="ST1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
</sec>
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