<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">AJPS</journal-id><journal-title-group><journal-title>American Journal of Plant Sciences</journal-title></journal-title-group><issn pub-type="epub">2158-2742</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ajps.2020.113029</article-id><article-id pub-id-type="publisher-id">AJPS-99107</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Biomedical&amp;Life Sciences</subject></subj-group></article-categories><title-group><article-title>
 
 
  A Differentially Expressed Gene from a High Oil Producer Cultivar of Castor Bean (&lt;i&gt;Ricinus communis&lt;/i&gt;) Is Involved in the Biosynthesis of Ricinoleic Acid
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Héctor</surname><given-names>A. Rodríguez-Cabal</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Claudia</surname><given-names>Y. Jaramillo-Mazo</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Nicolás</surname><given-names>D. Franco-Sierra</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Diego</surname><given-names>F. Villanueva-Mejía</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Javier</surname><given-names>C. Alvarez</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Department of Biological Sciences and CIBIOP Research Group, School of Sciences, Universidad EAFIT, Medellín, Colombia</addr-line></aff><pub-date pub-type="epub"><day>05</day><month>03</month><year>2020</year></pub-date><volume>11</volume><issue>03</issue><fpage>393</fpage><lpage>412</lpage><history><date date-type="received"><day>6,</day>	<month>February</month>	<year>2020</year></date><date date-type="rev-recd"><day>22,</day>	<month>March</month>	<year>2020</year>	</date><date date-type="accepted"><day>25,</day>	<month>March</month>	<year>2020</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  Ricinus communis
   or castor bean is a non-edible oilseed plant widely cultivated worldwide for the high content of castor oil in its seeds and the different uses the oil has in the industry. An increase in its oil content and production efficiency is difficult, making understanding the molecular mechanisms underlying the synthesis of oils in the seed necessary. Here, a combined analysis of protein-protein interaction networks was performed using public data on differential gene expression in castor bean seeds at different stages of development. From this analysis, four key enzymes were selected and analyzed in the polyunsaturated fatty acids pathways, whose gene expression was subsequently quantified during the development of the seeds in a Colombian cultivar that produces high amounts of oils and contrasted with a lower producing cultivar. The gene coding FAH12 was differentially expressed in the early stages of seed development in the high oil-producing cultivar and has differences in amino acids A242V and Q319H. The analysis presents this gene as one of those responsible for early ricinoleic acid synthesis, making it a candidate for use in crop genetic improvement programs to increase the oil content in castor bean.
 
</p></abstract><kwd-group><kwd>Tropical Cultivars</kwd><kwd> Castor Oil</kwd><kwd> FAD2</kwd><kwd> FAH12</kwd><kwd> Oilseed Crop</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Castor bean (Ricinus communis) is a plant that belongs to the family Euphorbiaceae cultivated in tropical and subtropical regions of the world to obtain fatty acids [<xref ref-type="bibr" rid="scirp.99107-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.99107-ref2">2</xref>]. It is one of the world’s most important non-edible oilseed crops owing to the ability of its seeds to store lipids, proteins, and carbohydrates [<xref ref-type="bibr" rid="scirp.99107-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.99107-ref4">4</xref>]. Above 85% of Castor oil is obtained from its seeds and it has been widely used in cosmetics, plastics, and health (drugs) industries [<xref ref-type="bibr" rid="scirp.99107-ref5">5</xref>] and, more recently, in the industrial sector for biodiesel production [<xref ref-type="bibr" rid="scirp.99107-ref6">6</xref>]. However, characteristics such as growth habitat, seed size, oil content, and foliage and stem color, vary significantly among castor bean trees [<xref ref-type="bibr" rid="scirp.99107-ref7">7</xref>], presenting a great genotypic and phenotypic diversity that, similar to the case of the genes involved in the production of fatty acids, requires further study [<xref ref-type="bibr" rid="scirp.99107-ref8">8</xref>].</p><p>Germplasm collections are one of the most important sources of genetic resources in the world, using which it is possible to study genetic profiles that explain the phenotypic plasticity of plants [<xref ref-type="bibr" rid="scirp.99107-ref9">9</xref>]. In recent years, the Colombian Agricultural Research Corporation (in Spanish, Corporaci&#243;n Colombiana de Investigaci&#243;n Agropecuaria or AGROSAVIA) has advanced in the evaluation of wild-type castor bean materials with high oil content and adaptation to tropical climates, creating a germplasm bank suitable for studying genes related to the biosynthesis of fatty acids in tropical conditions [<xref ref-type="bibr" rid="scirp.99107-ref10">10</xref>].</p><p>The biosynthesis of ricinoleic acid in castor bean starts with the biosynthetic pathway of triacylglycerol (TAG) in the plastids and endoplasmic reticulum (ER), a common pathway in most flowering plants that have been studied [<xref ref-type="bibr" rid="scirp.99107-ref11">11</xref>]. In a posterior pathway, the enzyme oleate D12-hydroxylase (FAH12, EC 1.14.13.26), located in the membrane of ER [<xref ref-type="bibr" rid="scirp.99107-ref12">12</xref>], catalyzes the direct hydroxylation of oleic acid (C18:1) to ricinoleic acid (C18:1-OH) [<xref ref-type="bibr" rid="scirp.99107-ref13">13</xref>]. The gene coding this castor bean FAH12 enzyme was already isolated and characterized [<xref ref-type="bibr" rid="scirp.99107-ref14">14</xref>], and Arabidopsis plants were subsequently genetically transformed, producing low levels of ricinoleic acid [<xref ref-type="bibr" rid="scirp.99107-ref15">15</xref>]. Thus, several studies conducted on model plants with genes related to fatty acid production pathways in seeds, have been obtained new fatty acids and unusual fatty acids, information considered the base to new studies in non-model plants [<xref ref-type="bibr" rid="scirp.99107-ref16">16</xref>]. This suggests in addition to key genes, other genes are also needed for the large-scale production of ricinoleic acid in seeds, such as transcription factors or accessory enzymes [<xref ref-type="bibr" rid="scirp.99107-ref17">17</xref>]. Evidence of the above was found when researchers studied the biosynthesis of diacylglycerol acyltransferase (DGAT, EC 2.3.1.20) isoenzymes in castor bean in vitro plants and they identified that diricinolein and C18:1-OH-CoA are needed as substrates [<xref ref-type="bibr" rid="scirp.99107-ref18">18</xref>]. When these enzymes were transformed into Arabidopsis expressing the oleate D12-hydroxylase, the content of C18:1-OH in seeds increased by approximately 30% [<xref ref-type="bibr" rid="scirp.99107-ref19">19</xref>].</p><p>Therefore, it is necessary to increase knowledge about gene expression associated with the biosynthetic routes of fatty acids and their regulation. It could provide a better understanding of the mechanisms that control the oil synthesis and then move toward increasing their production efficiency [<xref ref-type="bibr" rid="scirp.99107-ref20">20</xref>]. Nowadays, high-throughput sequencing technologies make it possible to study the gene expression of the complete transcriptomes in plants [<xref ref-type="bibr" rid="scirp.99107-ref21">21</xref>]. This strategy was used in castor bean plants to elucidate its genome [<xref ref-type="bibr" rid="scirp.99107-ref22">22</xref>] and organellar genome [<xref ref-type="bibr" rid="scirp.99107-ref23">23</xref>] and transcriptome in tissues during seed development [<xref ref-type="bibr" rid="scirp.99107-ref24">24</xref>] [<xref ref-type="bibr" rid="scirp.99107-ref25">25</xref>]. All this genetic information helps build new knowledge-based in silico reconstruction of the interaction networks between genes, proteins, and metabolites using organism models as reference [<xref ref-type="bibr" rid="scirp.99107-ref26">26</xref>].</p><p>In this research, a protein-protein interaction (PPI) network was reconstructed for castor bean plant based on the orthologous proteins of Arabidopsis. Gene expression values in protein-coding genes during different seed stages were uploaded to the network and biosynthetic key genes involved in the production of fatty acids were identified and verified by RT-qPCR.</p></sec><sec id="s2"><title>2. Materials and Methods</title><sec id="s2_1"><title>2.1. Data Source</title><p>RNA-Seq raw data were retrieved from NCBI (National Center for Biotechnology Information) SRA database, code ERA047687 [<xref ref-type="bibr" rid="scirp.99107-ref27">27</xref>]. We used the transcriptome data of developing male flowers (accession: ERX021379), leaf (accession: ERX021378), germinating seed (accession: ERX021377), developing endosperm V/VI (accession: ERX021376), and developing endosperm II/III (accession: ERX021375).</p><p>For reads mapping to the reference genome (R. communis, http://castorbean.jcvi.org/index.php) was used HISAT [<xref ref-type="bibr" rid="scirp.99107-ref28">28</xref>]. Annotation of the coding genes was made by comparison into the TIGR database [<xref ref-type="bibr" rid="scirp.99107-ref29">29</xref>]. After mapping of reads in the gene models of R. communis genome, were obtained seven files with the read counts per gene using Cufflinks version 0.9.3 [<xref ref-type="bibr" rid="scirp.99107-ref30">30</xref>]. Finally, differential expression ratio for each gene was calculated contrasting different stages (II to V) of endosperm development using Cuffdiff in [<xref ref-type="bibr" rid="scirp.99107-ref30">30</xref>]. Read counts from germinating seed, leaf and developing male flowers were pooled and taken as control.</p></sec><sec id="s2_2"><title>2.2. In silico Construction and Analysis of PPI Network</title><p>We conducted a combined analysis of PPI networks (interactome) for R. communis, which was inferred by peer-to-peer orthology analysis with the proteins reported from version TAIR10. The reconstruction of the interaction network was completed by mapping orthologous proteins against the network reported for A. thaliana (ftp://ftp.arabidopsis.org/home/tair/Proteins/) using the software OrtoMCL [<xref ref-type="bibr" rid="scirp.99107-ref31">31</xref>]. The interaction network was enriched with the differential expression ratios obtained in Section 2.1, having fold changes in different developmental stages of the endosperm. Finally, nodes analysis corresponding to the metabolic pathways involved in fatty acid synthesis and accumulation was performed, displaying nodes (enzymes) that exhibited overexpression in the endosperm compared to the control.</p></sec><sec id="s2_3"><title>2.3. Plant Material</title><p>For this research, we used cultivars of castor bean (R. communis) classified as experimental cultivar Ricinus Corpoica 03 (VERC03, Colombian collection) and experimental cultivar Ricinus Corpoica 12 (VERC12, a result of genetic improvement from Brazil). Considered as promassing cultivars after having been studied for more than a decade and that are reported as suitable to be grown in dry agoclimatic areas [<xref ref-type="bibr" rid="scirp.99107-ref10">10</xref>]. These cultivars were obtained from the germplasm collection at the La Selva AGROSAVIA Research Center (Rionegro, Colombia) through a Material Transfer Agreement 20162103285. The two cultivars were cultivated in an experimental field plot in the Bajo Cauca Antioque&#241;o, Colombia (Latitude: 7˚56'29''N, Longitude: 75˚8'43''W), located at 150 meters above sea level, with 85% of relative humidity and 28˚ Celsius of average temperature during the day, the experimental area was uniformly fertilized according to [<xref ref-type="bibr" rid="scirp.99107-ref10">10</xref>] and irrigation at 10-day intervals. Plant material was collected for four different stages of seed development (Figure1 and FigureS1) under the collection framework permit granted by the National Environmental Licensing Authority (in Spanish, Autoridad Nacional de Licencias Ambientales or ANLA) under Resolution 1516 of 2014 (modified by Resolution 1312 of 2015). Fruits with different development stage, coloration and size were collected from VERC03 and VERC12 plants located in the furrows or edges of the growing fields (Figure1). All samples collected were stored at −80˚C in liquid nitrogen.</p></sec><sec id="s2_4"><title>2.4. Fatty Acid Composition and Oil Content</title><p>Total saturated, monounsaturated, and polyunsaturated fats in castor bean seeds during different development stages were determined using gas chromatography (GC).</p><p>Extraction Method: In total, 2 &#177; 0.0020 g of each sample was weighed in a glass capsule with an addition of 100 mg of butylated hydroxytoluene (BHT) and 2.0 mL of internal standard (5.00 mg/mL of triundecanoate triglyceride). This was subjected to acid hydrolysis for 1 h with HCl 4 N in SOXCAP 2047. Then, the samples were washed with distilled water to remove acid residue and then dried in a microwave oven for 45 min. The glass capsules with the dry samples were exposed to the SOXTEC 2050 equipment to extract the fat with 50 mL of hexane. The fat extract was incubated at room temperature in a desiccator and then methylated with boron trifluoride in methanol at 14%.</p><p>Analytical Equipment: The fatty acids were identified using an Agilent 7890B gas chromatograph system with a flame ionization detector (GC-FID), equipped with 7963A autosampler, 100:1 split injection port, and 100% biscianopropil polysiloxane TR-CN100 (60.0 m &#215; 0.25 mm i.d. &#215; 0.20 &#181;m) capillary column (Teknokroma, Spain). Temperature program conditions were: the initial temperature 100˚C, ramp to 14,235˚C at 83˚C/min, then by a rate of 2˚C/min to 220˚C, the injector temperature was 250˚C. Helium was used as a drag gas at a flow rate of 1.0 mL/min.</p><p>Method of identification and quantification of compounds: Signals were recorded and manipulated using the software OpenLab CDS ChemStation v A.01.05. Fatty acid identification was performed by comparison with the retention times of the Restek brand Food Industry FAME Mix standard (37 components). The quantification of fatty acids was performed against an internal standard, triundecanoic triglyceride (C11:0), before the calculation of total fat. These were converted to the respective triglycerides and fatty acids; subsequently, the total fats were calculated as the sum of the individual fatty acids expressed as triglyceride equivalents and saturated, monounsaturated, and polyunsaturated fats.</p></sec><sec id="s2_5"><title>2.5. Extraction of RNA from Castor Bean Seeds and cDNA Synthesis</title><p>According to Addendum #1 (June 16, 2017) to the Framework Contract for Access to Genetic Resources and Their Derivative Products (in Spanish, Contrato Marco de Acceso a Recursos Gen&#233;ticos y Sus Productos Derivados) #127 of May 13, 2016, between the Ministry of the Environment and Sustainable Development and EAFIT University, the total RNA was extracted from different tissues of castor bean cultivars. Equal amounts of embryo and endosperm tissue were removed from seeds collected from fruits. RNA extraction was performed using the reagent Ribozol<sup>TM</sup> (Amresco, USA), then purified with the commercial kit GeneJET Plant RNA Purification (Thermo Fisher Scientific, USA) according to the manufacturer’s instructions and quantified by spectrophotometry (260/280 nm) in Nanodrop ND-2000 UV-V is Spectrophotometer (Nanodrop Technologies, USA). RNA Integrity was analyzed by electrophoresis in a 1% agarose gelcDNA synthesis was performed using the Maxima First Strand cDNA Synthesis Kit for RT-qPCR with dsDNAsa (Thermo Fisher Scientific) and cDNA products obtained were stored at −80˚C until the evaluation process.</p></sec><sec id="s2_6"><title>2.6. Quantification by RT-qPCR</title><p>Primer design was made using the Primer 3 program following the parameters established by [<xref ref-type="bibr" rid="scirp.99107-ref32">32</xref>] seeking to amplify fragments of approximately 150 bp (<xref ref-type="table" rid="table1">Table 1</xref>) [<xref ref-type="bibr" rid="scirp.99107-ref33">33</xref>]. The specificity of the primers was verified using the Primer-BLAST program (NCBI).</p><p>cDNA synthesized was used to perform the PCR technique in real-time using the Maxima SYBR Green qPCR Master Mix (2&#215;) kit (Thermo Scientific, USA), following the instructions of the manufacturer, in a CFX96 Touch Real-Time PCR (Bio-Rad, Foster City, CA). PCR conditions were denaturation at 95˚C every 20 s, hybridization at 60˚C every 30 s, and elongation at 72˚C every 30 s for 39 cycles. Melting curve was also determined for each PCR product. Difference significance in the gene expression was estimated using the relative expression for each gene in the three developing stages for the two cultivars, considering the differences (ΔΔ) in the crossing threshold (Ct) [<xref ref-type="bibr" rid="scirp.99107-ref34">34</xref>] and, assuming an efficiency of 2. All data were analyzed using the REST program, version 2009 (Relative Expression Software Tool, Gene Quantification, Munich, Germany) [<xref ref-type="bibr" rid="scirp.99107-ref35">35</xref>], at 5% (p &lt; 0.05) level of significance. As housekeeping gene, the ubiquitin was used as a reference, as previously described for castor bean [<xref ref-type="bibr" rid="scirp.99107-ref27">27</xref>].</p></sec><sec id="s2_7"><title>2.7. FAD2 and FAH12 Cloning and Sequencing</title><p>Based on the analysis of PPI networks and validation by qPCR, four genes</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Primer sequences for RT-qPCR in castor bean</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Gene</th><th align="center" valign="middle" >ID_Primer</th><th align="center" valign="middle" >type</th><th align="center" valign="middle" >Sequence</th></tr></thead><tr><td align="center" valign="middle"  rowspan="2"  >Oleoyl-12-Hydroxylase (FAH12)</td><td align="center" valign="middle" >FAH_fw</td><td align="center" valign="middle" >Target</td><td align="center" valign="middle" >5'-CATTCTCCTATGTTGCCTATGATG-3'</td></tr><tr><td align="center" valign="middle" >FAH_rv</td><td align="center" valign="middle" >Target</td><td align="center" valign="middle" >5'-AGACCAGTGAGAATGCAGCCT-3'</td></tr><tr><td align="center" valign="middle"  rowspan="2"  >Oleoyl-12-desaturase (FAD2)</td><td align="center" valign="middle" >FAD_fw</td><td align="center" valign="middle" >Target</td><td align="center" valign="middle" >5'-GGAACGGGATGAAGTGTTTG-3'</td></tr><tr><td align="center" valign="middle" >FAD_rv</td><td align="center" valign="middle" >Target</td><td align="center" valign="middle" >5'-TTGAATGCTAGGTACAGAGG-3'</td></tr><tr><td align="center" valign="middle"  rowspan="2"  >Diacylglycerol acyltransferase (DGAT2)</td><td align="center" valign="middle" >DGAT_fw</td><td align="center" valign="middle" >Target</td><td align="center" valign="middle" >5'-GCGAGAAGAGGGTTTGTCCGA-3'</td></tr><tr><td align="center" valign="middle" >DGAT_rv</td><td align="center" valign="middle" >Target</td><td align="center" valign="middle" >5'-CGCCATCAGGTTTCCACCAC-3'</td></tr><tr><td align="center" valign="middle"  rowspan="2"  >Ubiquitin (UBI)</td><td align="center" valign="middle" >UBI_fw</td><td align="center" valign="middle" >Housekeeping</td><td align="center" valign="middle" >5'-CGCAAATACAACCAAGACAAGA-3'</td></tr><tr><td align="center" valign="middle" >UBI_rv</td><td align="center" valign="middle" >Housekeeping</td><td align="center" valign="middle" >5'-CCAGCAAGCACTCTCCATCA-3'</td></tr></tbody></table></table-wrap><p>coding enzymes involved in the biosynthesis and accumulation of fatty acids in castor bean were selected. Primer designing for the amplification of these genes was made with Primer 3 software [<xref ref-type="bibr" rid="scirp.99107-ref34">34</xref>] using the default parameters (<xref ref-type="table" rid="table2">Table 2</xref>).</p><p>The pDrive vector (QIAGEN, USA) was used to clone the four genes of interest, following the parameters set by the manufacturers. Subsequently, as a verification mechanism, a plasmid DNA extraction was made with the QIAprep Spin Miniprep kit (QIAGEN Sample and Assay Technologies) and a polymerase chain reaction for amplification of cloned genes was performed. PCR products were sequenced in triplicate by Sanger method the sequences were manually edited using Geneious 5.3.6 created by Biomatters [<xref ref-type="bibr" rid="scirp.99107-ref36">36</xref>] and aligned with the algorithm Clustal W [<xref ref-type="bibr" rid="scirp.99107-ref37">37</xref>] in the same software.</p></sec><sec id="s2_8"><title>2.8. Phylogenetic Analysis</title><p>Phylogenetic reconstruction of the desaturated/monooxygenase protein family was performed using the cloned sequence of the FAH12 gene from castor bean VERC03 to corroborate its identity. FAH12 and FAD2 gene sequences of R. communis, A. thaliana, Glycine max, and Jatropha curcas among other phylogenetically close plant species were retrieved from GenBank database (see the access numbers of the sequences in <xref ref-type="fig" rid="fig5">Figure 5</xref>).</p><p>Firstly, the FAH12 sequence of castor bean VERC03 was translated with Virtual Ribosome 1.1 [<xref ref-type="bibr" rid="scirp.99107-ref38">38</xref>] using the standard genetic code. It was added to the genes dataset in amino acids and then aligned using MAFFT v7.271 [<xref ref-type="bibr" rid="scirp.99107-ref39">39</xref>]. Secondly, nucleotide sequences were aligned with RevTrans2 [<xref ref-type="bibr" rid="scirp.99107-ref40">40</xref>]. Thirdly, these alignments were repartitioned using GBLOCKS 1 [<xref ref-type="bibr" rid="scirp.99107-ref34">34</xref>], and the suggested partitions were compared to the Pfam [<xref ref-type="bibr" rid="scirp.99107-ref41">41</xref>] annotations for the location of the active protein site. Fourthly, the best partitioning scheme was selected according to the evolution models using Partition Finder Protein 1.0.1 [<xref ref-type="bibr" rid="scirp.99107-ref42">42</xref>]. Finally, three topologies were reconstructed: 1) maximum likelihood with Garli (10 independent replicates supported with 1000 bootstrap pseudoreplicates), 2) maximum likelihood with RA &#215; ML (10 independent replicates supported with 1000 bootstrap pseudoreplicates), and 3) Bayesian inference with MrBayes (2 MCMC analyses</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Sequences of the primers used for the amplification of the genes to be cloned</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Gene</th><th align="center" valign="middle" >Enzyme code</th><th align="center" valign="middle" >ID_Primer</th><th align="center" valign="middle" >Sequence</th></tr></thead><tr><td align="center" valign="middle"  rowspan="2"  >Oleoyl-12-Hydroxylase (FAH12)</td><td align="center" valign="middle" >1.14.18.4</td><td align="center" valign="middle" >FAH_fw</td><td align="center" valign="middle" >5-ATGGGAGGTGGTGGTCGC-3'</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >FAH_rv</td><td align="center" valign="middle" >5'-TTAATACTTGTTCCGGTACCAGA-3'</td></tr><tr><td align="center" valign="middle"  rowspan="2"  >Oleoyl-12-desaturase (FAD2)</td><td align="center" valign="middle" >1.14.19.6</td><td align="center" valign="middle" >FAD_fw</td><td align="center" valign="middle" >5'-ATGGGTGCTGGTGGCAGAAT-3'</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >FAD_rv</td><td align="center" valign="middle" >5'-TCAAAATTTGTTGTTATACCAGA-3'</td></tr><tr><td align="center" valign="middle"  rowspan="2"  >Diacylglycerol acyltransferase (DGAT2)</td><td align="center" valign="middle" >2.3.1.20</td><td align="center" valign="middle" >DGAT_fw</td><td align="center" valign="middle" >5'-ATGGGGGAAGAAGCGAATCA-3'</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >DGAT_rv</td><td align="center" valign="middle" >5'-TCAAAGAATTTCAAGTGTAAGGT-3'</td></tr><tr><td align="center" valign="middle"  rowspan="2"  >Phospholipid:diacylglycerol acyl transferase (PDAT1-2)</td><td align="center" valign="middle" >2.3.1.158</td><td align="center" valign="middle" >PDAT_fw</td><td align="center" valign="middle" >5'-ATGTCGATTTTGAGACGGAGA-3'</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >PDAT_rv</td><td align="center" valign="middle" >5'-CTATAGCGGCAAGTTGATCTTCT-3'</td></tr></tbody></table></table-wrap><p>with 10,000,000 generations with 4 chains each). All topologies were contrasted using nucleotides and aminoacid seeking to determine inconsistencies.</p></sec></sec><sec id="s3"><title>3. Results</title><sec id="s3_1"><title>3.1. In silico PPI Network Construction and Analysis</title><p>A combined analysis of R. communis PPI networks (interactome) was conducted using an A. thaliana network, as a reference, composed by 11,706 proteins of (TAIR), with 24,417 interactions between these proteins. Overall, it was identified 11,192 proteins orthologous to R. communis, with significant homology to A. thaliana proteins with 23,777 interactions between them. From the protein network obtained for the castor bean plant, FAH12 protein (oleate 12-hydroxylase, genome ID 28035.m000362, E.C. 1.14.18.4) was overexpressed 10.77 times in advanced seed development stages compared with the initial development stages and other tissues (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Furthermore, it was evident that FAH12 also interacts with other proteins related to the production of fatty acids, establishing a possible role of this gene in the production of fatty acids in castor bean (<xref ref-type="fig" rid="fig2">Figure 2</xref>(b)). In addition to this gene, FAD2, DGAT2, and PDAT1-2, genes were identified, such as possible genes involved in two physiological processes: biosynthesis and fatty acid accumulation.</p></sec><sec id="s3_2"><title>3.2. Fatty Acid Composition and Oil Content - VERC03 and VERC12</title><p>The analytes detected in the chromatogram of the samples were mainly classified into 3 groups of lipids: total saturated (SL), monounsaturated (ML), and polyunsaturated (PL). The quantity of lipids detected for each of the groups was dependent on the stage of development of the seeds, showing a better resolution in the initial stages of development, whereas, in the more advanced stages of development, peaks was hindered by the high content of carbohydrates, leading to a loss in the stability of the baseline at the end of the run (FigureS2).</p><p>The highest amounts of SL, ML, and PL (2.1226 g/100 g, 2.1342 g/100 g, and 2.6517 g/100 g, respectively) were detected and quantified in the fatty acids of the fruits at developmental stage II (S2) of the tropical VERC03 cultivar, revealing that the production and accumulation of triacylglycerols starts at an early stage during the formation of the fruit (<xref ref-type="fig" rid="fig3">Figure 3</xref>(a)). Likewise, a direct proportional relationship was determined between the quantities of fatty acids and the size of the fruit until developmental stage III (S3). Analyses of acid types 18:1-OH and 18:2-OH in the tropical VERC03 and VERC12 cultivars showed an increase in oleic and linoleic acids (<xref ref-type="fig" rid="fig3">Figure 3</xref>(b)).</p></sec><sec id="s3_3"><title>3.3. Quantification by RT-qPCR</title><p>The results of gene expression obtained with the RT-qPCR technique for the key biosynthetic FAH12, FAD2, and DGAT genes, in three different fruit developmental stages of the VERC03 and VERC12 cultivars, showed to FAH12 and FAD2 transcripts being up-regulated more than 3-folds and 1-fold respectively,</p><p>in the stages S2 and S3 for only VERC03 cultivar (<xref ref-type="fig" rid="fig4">Figure 4</xref>). Expression of these genes in cultivar VERC12 (improved commercial cultivar from Brazil-Embrapa) showed to be statistically invariable during the three developmental stages with</p><p>respect to the UBI housekeeping gene and S1 stage as a reference. DGAT transcript was invariable in all stages and cultivars (<xref ref-type="fig" rid="fig4">Figure 4</xref>).</p></sec><sec id="s3_4"><title>3.4. Gene Sequencing</title><p>To validate the identity of FAH12 and FAD2 genes, two fragments of 1166 bp and 1151 bp respectively, were obtained from amplification using cDNA from VERC03 cultivar, and then sequenced. The sequences obtained were aligned and comparative with sequences reported in the GenBank. Differences were found in the amino acids A242V and Q319H in FAH12 and F88V in FAD2 (FigureS3). The sequences were reported under the GenBank code MH990329 (FAH12) and MK033959 (FAD2).</p></sec><sec id="s3_5"><title>3.5. Phylogenetic Analysis</title><p>A phylogenetic reconstruction was made for the desaturase/monooxygenase protein family using sequences cloned from FAH12 and FAD2 of the VERC03 castor bean cultivar and accessions retrieved from GenBank. Two groups were formed with a significant value of maximum likelihood, one with sequences of FAH12 genes and another derived from this, with FAD2 group in the top. We corroborated the identity of the clones sequenced and they were located in the same clade with each reference sequence for R. communis (<xref ref-type="fig" rid="fig5">Figure 5</xref>).</p></sec></sec><sec id="s4"><title>4. Discussion</title><p>In this research, we studied the gene expression related with the biosynthesis pathway of triacylglycerols in fruits of two castor bean tropical cultivars (VERC-03, originally from Colombia, and VERC-12, originally from Brazil), which were chosen as promising materials adapted to warm agro-ecological zones according to previous agronomic trials developed by the Colombian Agricultural and Livestock Research Corporation (AGROSAVIA, before CORPOICA) (CITA 10), which showed that VERC03 cultivar has slightly higher yields per hectare compared with VERC12 cultivar. In studies conducted by other authors [<xref ref-type="bibr" rid="scirp.99107-ref27">27</xref>], made evidence the need to evaluate in Castor bean plants, the gene expression in different fruit development stages to understand deeply the production of fatty acids, looking forward to determine exceptional conditions in the production of seeds with high oil concentrations for its commercialization. Likewise, previous studies led to the need for deepening the understanding of genetic processes related to the biosynthesis of fatty acids in castor bean cultivars, looking forward to finding out key genes involved in seed oil production, accumulation of long-chain acids in different seeds stages and thereby contribute to crop genetic improvement with high precision and less uncertainty. From the protein interaction network obtained for castor bean, it was determined the proteins related to the biosynthesis pathways of modification and accumulation of fatty acids, which made it possible to determine that the protein FAH12 (oleate 12-hydroxylase, genome ID 28035.m000362, E.C. 1.14.18.4), a precursor of the pathway responsible for the production of ricinoleic acid, it is key in the production of ricinoleic acid in castor bean plants. It metabolizes the transition of 2-oleoyl phosphatidylcholine to ricinoleoyl phosphatidylcholine [<xref ref-type="bibr" rid="scirp.99107-ref43">43</xref>]. Additionally, in our research was found FAH12 gene differential expressed in the developmental stage III of the seed gene in contrast to the values obtained in developmental stage IV in a cultivar VERC03. The characterization of FAH12 in castor bean began to take relevance from 1995 where [<xref ref-type="bibr" rid="scirp.99107-ref14">14</xref>] determined an increase in the differential expression of this gene in the seeds with respect to the leaves. In 2007, [<xref ref-type="bibr" rid="scirp.99107-ref20">20</xref>] studied the expression profiles of genes involved in fatty acid and triacylglycerol synthesis in R. communis, wherein they determined an increased expression of FAH during seed development; therefore, a direct relationship between the increase in the expression of this gene and the production</p><p>of ricinoleic acid was further determined [<xref ref-type="bibr" rid="scirp.99107-ref20">20</xref>]. Later, were evaluated fatty acid profiles in Arabidopsis plants with the FAH12 transgene to increase ricinoleate levels [<xref ref-type="bibr" rid="scirp.99107-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.99107-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.99107-ref44">44</xref>].</p><p>In our case, a greater amount of oleic and linoleic acid was evidenced in an intermediate-advanced phase of seed development, a condition equivalent to what was observed in the results of the study of gene expression in different phases of development of castor bean fruits of this same cultivar [<xref ref-type="bibr" rid="scirp.99107-ref19">19</xref>]. With regard to VERC12 cultivar, it was detected a progressive accumulation of polyunsaturated fatty acids during fruit maturation, which translates into a greater amount of monounsaturated and polyunsaturated fats in the last stage of development evaluated. On the other hand, seed lipids were characterized on natural castor bean mutant deficient in ricinoleic acid synthesis (OLE-1) and it was, identified high levels of palmitic and linoleic acid in the initial development seed stages, but during seed maturation, the ricinoleic acid content came up to 80% of the total fatty acids [<xref ref-type="bibr" rid="scirp.99107-ref44">44</xref>].</p><p>The results obtained here for DGAT2 in the VERC03 cultivar are comparable with those reported in 2010 by [<xref ref-type="bibr" rid="scirp.99107-ref27">27</xref>], who revealed the highest expression of this gene in the fruits at intermediate stages of development. In the same way, analyses of the expression of cDNAs in FAH12 transgenic plants revealed that the castor bean type-2 acyl-coenzyme A: diacylglycerol acyltransferase (RcDGAT2) could enhance HFAs from 17% to nearly 30%. These results indicate the probable importance of members of the DGAT2 gene family plays a key role in the process to increase the hydroxy fatty acids in castor bean [<xref ref-type="bibr" rid="scirp.99107-ref19">19</xref>].</p><p>Moreover, our sequence analysis of FAH12 gene led to identify two mutations, one of them (H319Q) directly related to changes in its secondary structure and also to enhance ricinoleic acid production as well as was reported by [<xref ref-type="bibr" rid="scirp.99107-ref44">44</xref>], who identified H319Q residue located at FAH12 His box III (domain IX), recognized as the enzyme catalytic site.</p><p>Finally, the phylogenetic reconstruction of FAD2 and FAH12 was consistent with what was reported by [<xref ref-type="bibr" rid="scirp.99107-ref14">14</xref>]. Our ML tree clustered both gene sequences with the same genes from Populus trichocarpa, which was also to be expected because of the taxonomic closeness of the two species. Their results suggest that FAD2 and FAH12, despite belonging to the same protein family, have a different function based on similar reaction mechanisms, which may imply an enzymatic evolution.</p></sec><sec id="s5"><title>5. Conclusion</title><p>We successfully used interactome analysis, gas chromatography, qRT-PCR and gene sequencing to develop efficient methods for predicting orthology genes, analytes determination, differential expression of genes and cloning key genes involved in initial and advanced seed development stages, regarding to clarify the biosynthesis pathways and accumulation of fatty acids for a couple of tropical cultivars of castor bean. Despite the fact that we found four important genes involved in the pathway of ricinoleic synthesis in castor bean, it was possible to determine that FAH12 gene was expressed more than 3 folds in advanced seed development stages compared with the initial stages in the high oil-producing VERC03 cultivar. Additionally, it was found special differences in some aminoacid residues for FAH12 protein, differences involved in structural changes and enhanced ricinoleic acid production. The results obtained here are of vital importance for future genetic characterization of castor bean promising materials, thinking in using those genes and its identified mutations as molecular markers in markers-assisted breeding in castor bean plants. Finally, we suggest FAH12 gene as a key gene for plant breeding programs that seek to enhance ricinoleic acid production.</p></sec><sec id="s6"><title>Acknowledgements</title><p>This work was supported by “Component No. 1 - Biotechnology”, project code 4600 000480 financed by Colombian general system of royalties (SGR, Spanish acronym), in partnership with Secretar&#237;a de Agricultura y Desarrollo Rural of Departamento de Antioquia, Universidad Pontificia Bolivariana, Universidad Nacional de Colombia, and Universidad EAFIT, and performed in the molecular biology, computational biology and plant biotechnology laboratories of EAFIT University. We especially thank Dr. Orville Hernandez of the Corporation for Biological Research for the support in qPCR analysis; Lawyer Lina Chamorro Gutierrez for the development of the MTA between EAFIT and AGROSAVIA (before CORPOICA), and for having managed the addendum #1 (June 16, 2017) to the Framework Contract for Access to Genetic Resources and Their Derivative Products #127 of May 13, 2016, between the Ministry of the Environment and Sustainable Development and EAFIT University; the EAFIT Biology student Luis Arteaga for support in the phylogenetic section analysis; as well as AGROSAVIA (before CORPOICA) for the transfer of plant material.</p></sec><sec id="s7"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s8"><title>Cite this paper</title><p>Rodr&#237;guez-Cabal, H.A., Jaramillo-Mazo, C.Y., Franco-Sierra, N.D., Villanueva-Mej&#237;a, D.F. and Alvarez, J.C. (2020) A Differentially Expressed Gene from a High Oil Producer Cultivar of Castor Bean (Ricinus communis) Is Involved in the Biosynthesis of Ricinoleic Acid. American Journal of Plant Sciences, 11, 393-412. https://doi.org/10.4236/ajps.2020.113029</p></sec><sec id="s9"><title>Supplemental Material</title></sec></body><back><ref-list><title>References</title><ref id="scirp.99107-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Davis, C.C., Latvis, M., Nickrent, D.L., Wurdack, K.J. and Baum, D.A. (2007) Floral Gigantism in Rafflesiaceae. Science, 315, 1812.  
https://doi.org/10.1126/science.1135260</mixed-citation></ref><ref id="scirp.99107-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Wurdack, K.J., Hoffmann, P. and Chase, M.W. (2005) Molecular Phylogenetic Analysis of Uniovulate Euphorbiaceae (Euphorbiaceae Sensu Stricto) Using Plastid RbcL and TrnL-F DNA Sequences. American Journal of Botany, 92, 1397-1420.  
https://doi.org/10.3732/ajb.92.8.1397</mixed-citation></ref><ref id="scirp.99107-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">Roetheli, J.C., Glaser, L.K. and Brigham, R.D. (1990) Castor: Assessing the Feasibility of US Production. Workshop Summary, Plainview, September 1990, 18-19.</mixed-citation></ref><ref id="scirp.99107-ref4"><label>4</label><mixed-citation publication-type="other" xlink:type="simple">Johnson Jr., W. (2007) Final Report on the Safety Assessment of Ricinus communis (Castor) Seed Oil, Hydrogenated Castor Oil, Glyceryl Ricinoleate, Glyceryl Ricinoleate Se, Ricinoleic Acid, Potassium Ricinoleate, Sodium Ricinoleate, Zinc Ricinoleate, Cetyl Ricinoleate, Ethyl Ric. International Journal of Toxicology, 26, 31-77.  
https://doi.org/10.1080/10915810701663150</mixed-citation></ref><ref id="scirp.99107-ref5"><label>5</label><mixed-citation publication-type="other" xlink:type="simple">Stephen, G. (2009) An Investigation into the Components of Triricinoleic Acid Production in the Developing Castor Bean Endoplasmic Reticulum an Investigation into the Components of Triricinoleic Acid Production in the Developing Castor Bean Endoplasmic Retic. Doctoral E-Theses, Durham University, Durham.</mixed-citation></ref><ref id="scirp.99107-ref6"><label>6</label><mixed-citation publication-type="other" xlink:type="simple">Lima Da Silva, N., Wolf Maciel, M.R., Batistella, C.B. and Filho, R.M. (2006) Optimization of Biodiesel Production from Castor Oil. Applied Biochemistry and Biotechnology, 130, 405-414. https://doi.org/10.1385/ABAB:130:1:405</mixed-citation></ref><ref id="scirp.99107-ref7"><label>7</label><mixed-citation publication-type="other" xlink:type="simple">Brigham, R.D. (1993) Castor: Return of an Old Crop. New Crops. Wiley, New York, 380-383.</mixed-citation></ref><ref id="scirp.99107-ref8"><label>8</label><mixed-citation publication-type="other" xlink:type="simple">Qiu, L., Yang, C., Tian, B., Yang, J.-B. and Liu, A. (2010) Exploiting EST Databases for the Development and Characterization of EST-SSR Markers in Castor Bean (Ricinus communis L.). BMC Plant Biology, 10, Article No. 278.  
https://doi.org/10.1186/1471-2229-10-278</mixed-citation></ref><ref id="scirp.99107-ref9"><label>9</label><mixed-citation publication-type="other" xlink:type="simple">Allard, R.W., PDeT, A., Ashri, A. and Barton, J.H. (1991) Managing Global Genetic Resources; the US National Plant Germplasm System: Elements of the National Plant Germplasm System. The National Academies Press, Washington DC.</mixed-citation></ref><ref id="scirp.99107-ref10"><label>10</label><mixed-citation publication-type="other" xlink:type="simple">Navas, A. (2011) Evaluación de Cultivares Foráneos y Generación de Variedades Colombianas de Higuerilla Para La Producción de Biodiesel y Otros Usos En La Industria. CI La Selva, Rionegro.</mixed-citation></ref><ref id="scirp.99107-ref11"><label>11</label><mixed-citation publication-type="other" xlink:type="simple">Bafor, M., Smith, M., Jonsson, L., Stobart, K. and Stymne, S. (1991) Ricinoleic Acid Biosynthesis and Triacylglycerol Assembly in Microsomal Preparations from Developing Castor-Bean (Ricinus communis) Endosperm. The Biochemical Journal, 280, 507-514. https://doi.org/10.1042/bj2800507</mixed-citation></ref><ref id="scirp.99107-ref12"><label>12</label><mixed-citation publication-type="other" xlink:type="simple">Galliard, T. and Stumpf, P.K. (1966) Fat Metabolism in Higher Plants XXX. Enzymatic Synthesis of Ricinoleic Acid by a Microsomal Preparation from Developing Ricinus communis Seeds. Journal of Biological Chemistry, 241, 5806-5812.</mixed-citation></ref><ref id="scirp.99107-ref13"><label>13</label><mixed-citation publication-type="other" xlink:type="simple">Morris, L.J. (1967) The Mechanism of Ricinoleic Acid Biosynthesis in Ricinuscommunis Seeds. Biochemical and Biophysical Research Communications, 29, 311-315.  
https://doi.org/10.1016/0006-291X(67)90454-8</mixed-citation></ref><ref id="scirp.99107-ref14"><label>14</label><mixed-citation publication-type="other" xlink:type="simple">van de Loo, F.J., Broun, P., Turner, S. and Somerville, C. (1995) An Oleate 12-Hydroxylase from Ricinus communis L. Is a Fatty Acyl Desaturase Homolog. Proceedings of the National Academy of Sciences of the United States of America, 92, 6743-6747. https://doi.org/10.1073/pnas.92.15.6743</mixed-citation></ref><ref id="scirp.99107-ref15"><label>15</label><mixed-citation publication-type="other" xlink:type="simple">Broun, P. and Somerville, C. (1997) Accumulation of Ricinoleic, Lesquerolic, and Densipolic Acids in Seeds of Transgenic Arabidopsis Plants That Express a Fatty Acyl Hydroxylase CDNA from Castor Bean. Plant Physiology, 113, 933-942.  
https://doi.org/10.1104/pp.113.3.933</mixed-citation></ref><ref id="scirp.99107-ref16"><label>16</label><mixed-citation publication-type="other" xlink:type="simple">Thelen, J.J. and Ohlrogge, J.B. (2002) Metabolic Engineering of Fatty Acid Biosynthesis in Plants. Metabolic Engineering, 4, 12-21.  
https://doi.org/10.1006/mben.2001.0204</mixed-citation></ref><ref id="scirp.99107-ref17"><label>17</label><mixed-citation publication-type="other" xlink:type="simple">Lu, C., Fulda, M., Wallis, J.G. and Browse, J. (2006) A High-Throughput Screen for Genes from Castor That Boost Hydroxy Fatty Acid Accumulation in Seed Oils of Transgenic Arabidopsis. Plant Journal, 45, 847-856.  
https://doi.org/10.1111/j.1365-313X.2005.02636.x</mixed-citation></ref><ref id="scirp.99107-ref18"><label>18</label><mixed-citation publication-type="other" xlink:type="simple">Kroon, J.T.M., Wei, W., Simon, W.J. and Slabas, A.R. (2006) Identification and Functional Expression of a Type 2 Acyl-CoA: Diacylglycerol Acyltransferase (DGAT2) in Developing Castor Bean Seeds Which Has High Homology to the Major Triglyceride Biosynthetic Enzyme of Fungi and Animals. Phytochemistry, 67, 2541-2549. https://doi.org/10.1016/j.phytochem.2006.09.020</mixed-citation></ref><ref id="scirp.99107-ref19"><label>19</label><mixed-citation publication-type="other" xlink:type="simple">Burgal, J., Shockey, J., Lu, C., Dyer, J., Larson, T., Graham, I. and Browse, J. (2008) Metabolic Engineering of Hydroxy Fatty Acid Production in Plants: RcDGAT2 Drives Dramatic Increases in Ricinoleate Levels in Seed Oil. Plant Biotechnology Journal, 6, 819-831. https://doi.org/10.1111/j.1467-7652.2008.00361.x</mixed-citation></ref><ref id="scirp.99107-ref20"><label>20</label><mixed-citation publication-type="other" xlink:type="simple">Chen, G.Q., Turner, C., He, X., Nguyen, T., McKeon, T.A. and Laudencia-Chingcuanco, D. (2007) Expression Profiles of Genes Involved in Fatty Acid and Triacylglycerol Synthesis in Castor Bean (Ricinus communis L.). Lipids, 42, 263-274. https://doi.org/10.1007/s11745-007-3022-z</mixed-citation></ref><ref id="scirp.99107-ref21"><label>21</label><mixed-citation publication-type="other" xlink:type="simple">Imadi, S.R., Kazi, A.G., Ahanger, M.A., Gucel, S. and Ahmad, P. (2015) Plant Transcriptomics and Responses to Environmental Stress: An Overview. Journal of Genetics, 94, 525-537. https://doi.org/10.1007/s12041-015-0545-6</mixed-citation></ref><ref id="scirp.99107-ref22"><label>22</label><mixed-citation publication-type="other" xlink:type="simple">Chan, A.P., Crabtree, J., Zhao, Q., Lorenzi, H., Orvis, J., Puiu, D., Melake-Berhan, A., Jones, K.M., Redman, J., Chen, G., Cahoon, E.B., Gedil, M., Stanke, M., Haas, B.J., Wortman, J.R., Fraser-Liggett, C.M., Ravel, J. and Rabinowicz, P.D. (2010) Draft Genome Sequence of the Oilseed Species Ricinus communis. Nature Biotechnology, 28, 951-956. https://doi.org/10.1038/nbt.1674</mixed-citation></ref><ref id="scirp.99107-ref23"><label>23</label><mixed-citation publication-type="other" xlink:type="simple">Rivarola, M., Foster, J.T., Chan, A.P., Williams, A.L., Rice, D.W., Liu, X., Melake-Berhan, A., Creasy, H.H., Puiu, D., Rosovitz, M.J., Khouri, H.M., Beckstrom-Sternberg, S.M., Allan, G.J., Keim, P., Ravel, J. and Rabinowicz, P.D. (2011) Castor Bean Organelle Genome Sequencing and Worldwide Genetic Diversity Analysis. PLoS ONE, 6, e21743. https://doi.org/10.1371/journal.pone.0021743</mixed-citation></ref><ref id="scirp.99107-ref24"><label>24</label><mixed-citation publication-type="other" xlink:type="simple">Brown, A.P., Kroon, J.T.M., Swarbreck, D., Febrer, M., Larson, T.R., Graham, I.A., Caccamo, M. and Slabas, A.R. (2012) Tissue-Specific Whole Transcriptome Sequencing in Castor, Directed at Understanding Triacylglycerol Lipid Biosynthetic Pathways. PLoS ONE, 7, e30100. https://doi.org/10.1371/journal.pone.0030100</mixed-citation></ref><ref id="scirp.99107-ref25"><label>25</label><mixed-citation publication-type="other" xlink:type="simple">Chandrasekaran, U., Xu, W. and Liu, A. (2014) Transcriptome Profiling Identifies ABA Mediated Regulatory Changes towards Storage Filling in Developing Seeds of Castor Bean (Ricinus communis L.). Cell &amp; Bioscience, 4, 33.  
https://doi.org/10.1186/2045-3701-4-33</mixed-citation></ref><ref id="scirp.99107-ref26"><label>26</label><mixed-citation publication-type="other" xlink:type="simple">Bassel, G.W., Gaudinier, A., Brady, S.M., Hennig, L., Rhee, S.Y. and De Smet, I. (2012) Systems Analysis of Plant Functional, Transcriptional, Physical Interaction, and Metabolic Networks. The Plant Cell, 24, 3859-3875.  
https://doi.org/10.1105/tpc.112.100776</mixed-citation></ref><ref id="scirp.99107-ref27"><label>27</label><mixed-citation publication-type="other" xlink:type="simple">Cagliari, A., Margis-Pinheiro, M., Loss, G., Mastroberti, A.A., de Araujo Mariath, J.E. and Margis, R. (2010) Identification and Expression Analysis of Castor Bean (Ricinus communis) Genes Encoding Enzymes from the Triacylglycerol Biosynthesis Pathway. Plant Science, 179, 499-509.  
https://doi.org/10.1016/j.plantsci.2010.07.015</mixed-citation></ref><ref id="scirp.99107-ref28"><label>28</label><mixed-citation publication-type="other" xlink:type="simple">Pertea, M., Kim, D., Pertea, G.M., Leek, J.T. and Salzberg, S.L. (2016) Transcript-Level Expression Analysis of RNA-Seq Experiments with HISAT, String Tie and Ballgown. Nature Protocols, 11, 1650-1667.  
https://doi.org/10.1038/nprot.2016.095</mixed-citation></ref><ref id="scirp.99107-ref29"><label>29</label><mixed-citation publication-type="other" xlink:type="simple">Childs, K.L., Hamilton, J.P., Zhu, W., Ly, E., Cheung, F., Wu, H., Rabinowicz, P.D., Town, C.D., Buell, C.R. and Chan, A.P. (2007) The TIGR Plant Transcript Assemblies Database. Nucleic Acids Research, 35, D846-D851.  
https://doi.org/10.1093/nar/gkl785</mixed-citation></ref><ref id="scirp.99107-ref30"><label>30</label><mixed-citation publication-type="other" xlink:type="simple">Trapnell, C., Hendrickson, D.G., Sauvageau, M., Goff, L., Rinn, J.L. and Pachter, L. (2013) Differential Analysis of Gene Regulation at Transcript Resolution with RNA-Seq. Nature Biotechnology, 31, 46-53. https://doi.org/10.1038/nbt.2450</mixed-citation></ref><ref id="scirp.99107-ref31"><label>31</label><mixed-citation publication-type="other" xlink:type="simple">Fischer, S., Brunk, B.P., Chen, F., Gao, X., Harb, O.S., Iodice, J.B., Shanmugam, D., Roos, D.S. and Stoeckert, C.J. (2011) Using OrthoMCL to Assign Proteins to OrthoMCL-DB Groups or to Cluster Proteomes into New Ortholog Groups. Current Protocols in Bioinformatics, 1-23. https://doi.org/10.1002/0471250953.bi0612s35</mixed-citation></ref><ref id="scirp.99107-ref32"><label>32</label><mixed-citation publication-type="other" xlink:type="simple">Bustin, S., Benes, V., Garson, J., Hellemans, J., Huggett, J., Kubista, M., Mueller, R., Nolan, T., Pfaffl, M.W., Shipley, G.L., Vandesompele, J. and Wittwer, C.T. (2009) The MIQE Guidelines: Minimum Information for Publication of Quantitative Real-Time PCR Experiments. Clinical Chemistry, 55, 611-622.  
https://doi.org/10.1373/clinchem.2008.112797</mixed-citation></ref><ref id="scirp.99107-ref33"><label>33</label><mixed-citation publication-type="book" xlink:type="simple">Rozen, S. and Skaletsky, H. (2000) Primer3 on the www for General Users and for Biologist Programmers. In: Misener, S. and Krawetz, S.A., Eds., Bioinformatics Methods and Protocols, Humana Press, Totowa, 365-386.  
https://doi.org/10.1385/1-59259-192-2:365</mixed-citation></ref><ref id="scirp.99107-ref34"><label>34</label><mixed-citation publication-type="other" xlink:type="simple">Talavera, G. and Castresana, J. (2007) Improvement of Phylogenies after Removing Divergent and Ambiguously Aligned Blocks from Protein Sequence Alignments. Systematic Biology, 56, 564-577. https://doi.org/10.1080/10635150701472164</mixed-citation></ref><ref id="scirp.99107-ref35"><label>35</label><mixed-citation publication-type="other" xlink:type="simple">Pfaffl, M.W., Horgan, G.W. and Dempfle, L. (2002) Relative Expression Software Tool (REST&lt;sup&gt;&amp;copy;&lt;/sup&gt;) for Group-Wise Comparison and Statistical Analysis of Relative Expression Results in Real-Time PCR. Nucleic Acids Research, 30, e36.  
https://doi.org/10.1093/nar/30.9.e36</mixed-citation></ref><ref id="scirp.99107-ref36"><label>36</label><mixed-citation publication-type="other" xlink:type="simple">Geneious. Bioinformatics Software for Sequence Data Analysis.  
https://www.geneious.com</mixed-citation></ref><ref id="scirp.99107-ref37"><label>37</label><mixed-citation publication-type="other" xlink:type="simple">Larkin, M.A., Blackshields, G., Brown, N.P., Chenna, R., Mcgettigan, P.A., McWilliam, H., Valentin, F., Wallace, I.M., Wilm, A., Lopez, R., Thompson, J.D., Gibson, T.J. and Higgins, D.G. (2007) Clustal W and Clustal X Version 2.0. Bioinformatics, 23, 2947-2948. https://doi.org/10.1093/bioinformatics/btm404</mixed-citation></ref><ref id="scirp.99107-ref38"><label>38</label><mixed-citation publication-type="other" xlink:type="simple">Wernersson, R. (2006) Virtual Ribosome—A Comprehensive DNA Translation Tool with Support for Integration of Sequence Feature Annotation. Nucleic Acids Research, 34, W385-W388. https://doi.org/10.1093/nar/gkl252</mixed-citation></ref><ref id="scirp.99107-ref39"><label>39</label><mixed-citation publication-type="other" xlink:type="simple">Katoh, K. and Standley, D.M. (2013) MAFFT Multiple Sequence Alignment Software Version 7: Improvements in Performance and Usability. Molecular Biology and Evolution, 30, 772-780. https://doi.org/10.1093/molbev/mst010</mixed-citation></ref><ref id="scirp.99107-ref40"><label>40</label><mixed-citation publication-type="other" xlink:type="simple">Wernersson, R. and Pedersen, A.G. (2003) RevTrans: Multiple Alignment of Coding DNA from Aligned Amino Acid Sequences. Nucleic Acids Research, 31, 3537-3539.  
https://doi.org/10.1093/nar/gkg609</mixed-citation></ref><ref id="scirp.99107-ref41"><label>41</label><mixed-citation publication-type="other" xlink:type="simple">Finn, R.D., Coggill, P., Eberhardt, R.Y., Eddy, S.R., Mistry, J., Mitchell, A.L., Potter, S.C., Punta, M., Qureshi, M., Sangrador-Vegas, A., Salazar, G.A., Tate, J. and Bateman, A. (2016) The Pfam Protein Families Database: Towards a More Sustainable Future. Nucleic Acids Research, 44, D279-D285.  
https://doi.org/10.1093/nar/gkv1344</mixed-citation></ref><ref id="scirp.99107-ref42"><label>42</label><mixed-citation publication-type="other" xlink:type="simple">Lanfear, R., Frandsen, P.B., Wright, A.M., Senfeld, T. and Calcott, B. (2016) PartitionFinder 2: New Methods for Selecting Partitioned Models of Evolution for Molecular and Morphological Phylogenetic Analyses. Molecular Biology and Evolution, 34, 772-773. https://doi.org/10.1093/molbev/msw260</mixed-citation></ref><ref id="scirp.99107-ref43"><label>43</label><mixed-citation publication-type="other" xlink:type="simple">Lin, J.T., Woodruff, C.L., Lagouche, O.J., McKeon, T.A., Stafford, A.E., Goodrich-Tanrikulu, M., Singleton, J.A. and Haney, C.A. (1998) Biosynthesis of Triacylglycerols Containing Ricinoleate in Castor Microsomes Using 1-Acyl-2-Oleoyl-Sn-Glycero-3-Phosphocholine as the Substrate of Oleoyl-12-Hydroxylase. Lipids, 33, 59-69. https://doi.org/10.1007/s11745-998-0180-3</mixed-citation></ref><ref id="scirp.99107-ref44"><label>44</label><mixed-citation publication-type="other" xlink:type="simple">Venegas-Calerón, M., Sánchez, R., Salas, J.J., Garcés, R. and Martínez-Force, E. (2016) Molecular and Biochemical Characterization of the OLE-1 High-Oleic Castor Seed (Ricinus communis L.) Mutant. Planta, 244, 245-258.  
https://doi.org/10.1007/s00425-016-2508-4</mixed-citation></ref></ref-list></back></article>