Abstract
Lupins, like other legumes, have a unique biosynthesis scheme of 5-deoxy-type flavonoids and isoflavonoids. A key enzyme in this pathway is chalcone isomerase (CHI), a member of CHI-fold protein family, encompassing subfamilies of CHI1, CHI2, CHI-like (CHIL), and fatty acid-binding (FAP) proteins. Here, two Lupinus angustifolius (narrow-leafed lupin) CHILs, LangCHIL1 and LangCHIL2, were identified and characterized using DNA fingerprinting, cytogenetic and linkage mapping, sequencing and expression profiling. Clones carrying CHIL sequences were assembled into two contigs. Full gene sequences were obtained from these contigs, and mapped in two L. angustifolius linkage groups by gene-specific markers. Bacterial artificial chromosome fluorescence in situ hybridization approach confirmed the localization of two LangCHIL genes in distinct chromosomes. The expression profiles of both LangCHIL isoforms were very similar. The highest level of transcription was in the roots of the third week of plant growth; thereafter, expression declined. The expression of both LangCHIL genes in leaves and stems was similar and low. Comparative mapping to reference legume genome sequences revealed strong syntenic links; however, LangCHIL2 contig had a much more conserved structure than LangCHIL1. LangCHIL2 is assumed to be an ancestor gene, whereas LangCHIL1 probably appeared as a result of duplication. As both copies are transcriptionally active, questions arise concerning their hypothetical functional divergence. Screening of the narrow-leafed lupin genome and transcriptome with CHI-fold protein sequences, followed by Bayesian inference of phylogeny and cross-genera synteny survey, identified representatives of all but one (CHI1) main subfamilies. They are as follows: two copies of CHI2, FAPa2 and CHIL, and single copies of FAPb and FAPa1. Duplicated genes are remnants of whole genome duplication which is assumed to have occurred after the divergence of Lupinus, Arachis, and Glycine.
Keywords: chalcone isomerase, cytogenetics, duplication, evolution, gene expression, genetic mapping, Lupinus angustifolius, synteny
Introduction
Flavonoids are plant secondary metabolites that have received increased interest in recent years. They are involved in various biological processes, such as flower pigmentation, protection against ultraviolet irradiation, male fertility, cell-cycle regulation, auxin transport, protection against osmotic and thermal stresses, and pathogen attack (Woo et al., 2005; Peer and Murphy, 2007). Flavonoids also play a key role in symbiotic interactions between plants and microbes, e.g., in mycorrhiza (Harrison and Dixon, 1993), actinorhiza (Laplaze et al., 2000), and diazotrophy (Subramanian et al., 2007). The antioxidant activity of flavonoids toward free radicals and reactive oxygen species, and their potential estrogenic and anticancer activity, such as antiproliferation, promotion of differentiation, and apoptosis, highlight their health-protecting role in the human diet and animal feed. Flavonoids are used in the pharmaceutical and cosmetic industry, as well as in plant protection chemicals (Havsteen, 2002; Lin and Weng, 2006; Schmidt et al., 2006).
The biosynthetic pathway of flavonoids involves several key enzymes (Weisshaar and Jenkins, 1998). One such is chalcone isomerase (CHI, EC 5.5.1.6), which is involved in the very early phase of the flavonoid biosynthesis pathway. CHI follows the action of chalcone synthase (CHS) and catalyzes the stereo-specific isomerization of chalcones into their (2S)-flavanones, e.g., naringenin and liquiritigenin. CHIs are classified into two types with highly family-specific distributions. CHIs belong to the large CHI-fold protein family, which can be subdivided into mentioned CHIs (encompassing type I and type II CHI), CHI-like (CHILs), and fatty acid-binding proteins (FAPs) (Ngaki et al., 2012). CHI type I is typical of higher plants, but CHI type II is specific to leguminous plants and is responsible for synthesizing flavonoids interacting with rhizobia during diazotrophic symbiosis (Shimada et al., 2003; Subramanian et al., 2007). The protein structure of CHI was elucidated (Jez et al., 2000). In most plant species, a few genes encode CHI, while multiple genes encode CHS (Holton and Cornish, 1995; Chu et al., 2014). In general, legumes have more CHI genes than non-legume plants (Shimada et al., 2003; Ralston et al., 2005; Chu et al., 2014).
The CHI-like isoform (CHI type IV, CHI4), comparing to CHIs type I (CHI1) and II (CHI2), has substitutions of several catalytic residues. On the other hand, it has more sterically restricted pockets surrounding the ligand-binding clefts than FAP (type III CHI), and has several polar residues that in conjunction interact with the substrates through hydrogen bonds (Ngaki et al., 2012). CHILs are found only in land plants and their function is still not clear. However, their role as enhancer of flavonoid production as well as flower pigmentation is indicated (Morita et al., 2014). It is noteworthy, that CHIs of the same type from different species show 70% similarity, while the sequence of various CHI types are only about 50% identical (Shimada et al., 2003).
The legume Lupinus angustifolius L. (narrow-leafed lupin) belongs to the genus Lupinus (tribe of Genisteae, family Fabaceae, subfamily Faboideae). It is believed that lupins are paleopolyploids (Atkins et al., 1998; Gladstones, 1998), created by allo- or autopolyploidization of ancestral genomes, followed by the process of differentiation and diploidization (Wendel, 2000). Contemporary species are mostly functional diploids, but their ploidy level has not been fully determined (Wolko et al., 2011). The narrow-leafed lupin, representing cool season legume species, was chosen for cytological and molecular studies because of its relatively low chromosome number (2n = 40) and small genome size (2C = 1.89 pg), compared with other lupins (Naganowska et al., 2003). Linkage maps with microsatellite-anchored fragment length polymorphisms (Boersma et al., 2005) and gene-based sequence tagged site (STS) markers (Nelson et al., 2006) have been constructed, which were further supplemented with other STS markers and merged to form reference genetic maps of the narrow-leafed lupin genome (Nelson et al., 2010; Kroc et al., 2014). Bacterial artificial chromosome (BAC) libraries of the nuclear genomes for two L. angustifolius cultivars: Polish cv. Sonet (Kasprzak et al., 2006) and Australian cv. Tanjil (Gao et al., 2011) were developed. BAC analysis and cytogenetic experiments resulted in the integration of 12 linkage groups with the corresponding chromosomes, as well as the identification of several gene-rich regions (Kaczmarek et al., 2009; Lesniewska et al., 2011; Książkiewicz et al., 2013, 2015). A specific bioinformatic pipeline has been developed to aid the analysis and annotation of lupin sequence data (Zielezinski et al., 2012). A draft assembly covering approximately 50% of the lupin genome was released (Yang et al., 2013). The development of reference transcriptome data for two closely related lupin species: L. albus (O'Rourke et al., 2013) and L. luteus (Parra-González et al., 2012) enhanced the possibility of targeting a specific gene in the narrow-leafed lupin genome. Lupin genes can be identified directly using sequence information from model plant species; screening of the narrow-leafed lupin cDNA library with Glycine max and Arabidopsis thaliana gene-derived probes indicated highly conserved gene structures among these species (Francki and Mullan, 2004). Comparative genomic studies between L. angustifolius and G. max identified a high level of microsynteny in the gene-rich regions. Not only is the gene nucleotide sequence conserved, but also the order and orientation of particular genes in syntenic blocks (Książkiewicz et al., 2013).
Herein, Lupinus genus genomic resources were used to identify chalcone isomerase-like genes (LangCHILs), analyze the structures of their genome regions, and survey their expression profiles. New gene-specific markers were designed and multipoint linkage analysis localized genes in linkage groups of the genetic map. The relative positions of genes in lupin chromosomes were resolved by fluorescence in situ hybridization (FISH). Synteny analysis of regions carrying LangCHILs and other CHI-fold protein genes using model and reference legume species was conducted. Phylogenetic insight into the whole CHI-fold protein family was performed. Finally, LangCHIL gene expression patterns in different plant organs and expression changes during plant growth were determined.
Materials and methods
Germplasm resources
Seeds of L. angustifolius cv. Sonet were obtained from the Polish Lupin Gene Bank at the Breeding Station Wiatrowo (Poznan Plant Breeders Ltd, Poland, Tulce). Seeds of the mapping population comprised 89 F8 recombinant inbred lines (RILs) developed from the cross combination 83A:476 (domestic) × P27255 (wild-type) L. angustifolius (Boersma et al., 2005) were kindly provided by Dr. Hua'an Yang, Department of Agriculture and Food, Western Australia.
Plant nucleic acid isolation
Isolation of total RNA was performed using a robotic workstation QIAcube (Qiagen, Hilden, Germany) and the RNeasy Plant Mini Kit (Qiagen). The DNeasy Plant Mini Kit (Qiagen) was used to isolate genomic DNA from L. angustifolius leaves. Agarose gel electrophoresis followed by ethidium bromide staining and spectrophotometer (NanoDrop 2000; ThermoScientific, Waltham, MA, USA) analysis were used to measure the quality and concentration of the RNA and DNA.
Hybridization probe and BAC library screening
EST sequence from Lupinus albus (Acc. No. CA410672) (Uhde-Stone et al., 2003) was aligned to NCBI reference RNA sequence collection using BLAST. Based on the information from this annotation, specific primers generating product for L. angustifolius were designed. The primer sequences were as follows: CHIL_F: 5′-TGATCAAAGAGATCAAGGGTGCTC-3′, CHIL_R: 5′-TACCTCTGCAGTTTGAGAATCAGC-3′.
PCR with an annealing temperature of 56°C was used to label probes with P32 dATP (MP Biomedicals). The probe was purified using a QIAquick PCR Purification Kit (Qiagen), denaturated at 94°C for 5 min and incubated on ice.
Hybridization of the labeled probe with three macroarrays containing the whole nuclear genome BAC library of L. angustifolius cv. Sonet (Kasprzak et al., 2006) was conducted in 5 × SSPE buffer with 0.5% SDS at 50°C overnight. Filters were washed for 15 min at 50°C in solutions of increasing stringency (5 × SSC + 0.5% SDS; 2.5 × SSC + 0.25% SDS; 1 × SSC + 0.1% SDS; 0.5 × SSC + 0.05% SDS). Blots were exposed on BAS-MS 2340 imaging plates (Fujifilm, Tokyo, Japan) for 48 h and analyzed using the FLA-5100 phosphorimager (Fujifilm).
Isolation of DNA from BAC clones
The DNA from BAC clones showing positive hybridization signals was isolated using the QIAprep Spin Miniprep Kit (Qiagen) and verified by PCR using CHIL_F and CHIL_R primers and insert DNA template. NotI was used to cut inserts from clones. Digestion was conducted for 2.5 h at 37°C and stopped by incubation at 80°C for 20 min. Pulsed field gel electrophoresis, which was performed for 16 h at 5.2 V/cm with 0.5–40 s switch time, determined the size and quality of DNA inserts. Size markers Lambda Ladder PFG Marker (New England BioLabs, Ipswich, MA) and GeneRuler™ 1 kb Plus (Fermentas Waltham, MA, USA) were used.
BAC-end sequencing and functional annotation
BAC-ends were sequenced on an ABI PRISM 3130 XL Genetic Analyzer (Applied Biosystems, Foster City, CA, USA) using pIndigoBAC5 sequencing primers: 5′ end (BAC5) CTCGTATGTTGTGTGGAATTGTGAGC and 3′ end (BAC3) GGATGTGCTGCAAGGCGATTAAGTTGG. The BAC-end sequences (BESs) obtained using the BAC3 and BAC5 primers were given the “_3” and “_5” suffixes, respectively.
The bioinformatic analysis of BESs included a nucleotide similarity search of homologous sequences. RepeatMasker (http://www.repeatmasker.org) was first used to annotate and mask repeat sequences. To identify homologous coding sequences, BESs were compared to sequences deposited in NCBI gene databases using blast2go (Conesa et al., 2005) and BLASTN 2.2.26 +/BLASTX 2.2.26 + algorithms.
BAC clone fingerprinting and contig assembly
Each BAC was digested by two different restriction enzymes, HindIII and Eco130I, using 2 units of enzyme for 1 μg of clone DNA. The reaction was performed at 37°C for 16 h. Electrophoresis of digested products was performed in 1% agarose gels (Sigma, USA), at 0.09 kV for 20 h. Image 3.10b (Sulston et al., 1989) and FPC V8.5.3 (Soderlund et al., 1997) software were used to construct the contigs, with a tolerance value of 3 and a cut-off of 1e-10.
LangCHIL gene sequencing
Products amplified using LangCHIL primers from BAC insert DNA were sequenced, and obtained sequences were compared with the probe sequence. Sequencing of two selected BAC clones was performed using chromosome walking, with new primers anchored in the gene sequences, designed for both ends. Subsequent new primer design and clone sequencing were repeated to recover the entire gene sequences. Designed primers used for gene sequencing are listed in Supplementary Table 1. Fgenesh (Salamov and Solovyev, 2000) was used to determine the structure of LangCHILs, with a reference to the available NCBI EST and transcriptome sequence data of lupin and other legumes. FancyGene software (Rambaldi and Ciccarelli, 2009) was used to illustrate the LangCHIL genes structure.
Chromosomal localization of genes
Root tip meristems were used to observe mitotic metaphase chromosomes. Chromosome squashes and the FISH procedure were performed according to the protocol (Lesniewska et al., 2011), with minor modifications. These included: probe labeling with digoxygenin-11-dUTP and tetramethyl-rhodamine-5-dUTP by incubation at 15°C for 110 min followed by inactivation at 65°C for 15 min using Sensoquest Labcycler (Göttingen, Germany) and hybridization at 37°C for 22 h.
Developing of gene-based PCR markers
PCR primers anchored in gene sequences were designed: CHIL_1_28O01_F: 5′-GGCTGATGAAGTGGTATTGGTT-3′, CHIL_1_28O01_R: 5′-AGCCAAAGAAGCAATGGTTG-3′, CHIL_2_5L11_F: 5′-ACCAAGCCCCTATCTCTGCT-3′, CHIL_2_5L11_R: 5′-GCTCTGGAACCACCAAGGTA-3′.
PCR was performed using DNA isolated from parental lines of the L. angustifolius mapping population. The PCR annealing temperature was 58°C for the CHIL_1 primers and 54°C for the CHIL_2. The PCR products were purified and sequenced. Based on the PCR product sequence alignments, new primers were designed to target the DNA polymorphism between parental lines: CHIL_1_28O01_F: 5′-TCAAGGGTGCTCAGTATGGG-3′ and CHIL_1_28O01_R: 5′-TCATCCTTTCCCTCCAAAGA-3′ for CHIL1 marker, and CHIL_2_5L11_F: 5′-TTTTCATCTTTAATCAGGGATTAT-3′, CHIL_2_5L11_R: 5′-GTGGCCAATGCAGTTGCAAA-3′ for CHIL2. The polymorphic CHIL1 product was amplified at an annealing temperature of 56°C. The CHIL2 marker containing a single nucleotide polymorphism (SNP) was scored by a derived Cleaved Amplified Polymorphic Sequence (dCAPS) approach (Neff et al., 1998). Restriction sites were identified in dCAPS Finder 2.0 software (Neff et al., 2002). PCR was conducted at an annealing temperature of 52°C. PCR products were digested with TaqI (Fermentas) at 65°C for 3 h. The polymorphism was visualized by electrophoresis (1.5% agarose gel stained with ethidium bromide).
Linkage mapping of LangCHIL genes
The segregation of markers, tested among all RILs of the mapping population, was analyzed using MapManager v. QTXb20 (Manly et al., 2001). New markers were distributed in existing linkage groups (map function Kosambi, linkage criterion 1e-4) of the reference genetic map of L. angustifolius (Kroc et al., 2014). MapChart software (Voorrips, 2002) was used to draw the Lupinus linkage groups containing new LangCHIL markers.
Organ-specific expression survey of LangCHIL genes
Lupin seeds were sown in pots with soil in a growth chamber under controlled conditions (temperature 18°C, photoperiod 12/12 h). After 21 days of growth, plant samples were harvested in triplicate, and the roots, stems, and leaves were separated, every week for 4 weeks. The collected material was frozen in liquid nitrogen and stored at −80°C until use. RT-PCR was performed using LangCHIL1 and LangCHIL2 gene-specific primers or 18S rRNA- and β-TUB-specific primers. 18S rRNA and β-tubulin were selected as reference genes to normalize LangCHIL gene expression values. Genomic DNA was used as a control template to rule out its possible contamination in each cDNA sample. The cDNA samples for real-time RT-PCR experiments were synthesized from 1 μ g of total RNA and anchored-oligo(dT)18 primers, using the Transcriptor First Strand cDNA Synthesis Kit (Roche Diagnostics, Indianapolis, IN, USA).
The real-time amplification reactions with the SYBR Green detection chemistry were run in triplicate using 96-wells plates and an iCycler CFX98 thermocycler (Bio-Rad, Hercules, CA, USA). Reactions (10 μ l) comprised 1 μ l of template, 1.5 μ l of forward primer, and 0.5 μ l of reverse amplification primer (3:1 proportion), and 5 μ l of Real Time 2 × PCR Mix SYBR B (A&A Biotechnology, Gdynia, Poland). Blank controls were run in triplicate for each master mix. In addition, for each reaction, a calibration curve was determined using each primer pair and selected cDNA as a template, in serial diminishing dilutions (100 ng/μ l, 10 ng/μ l, 1 ng/μ l, 0.1 ng/μ l, 0.01 ng/μ l). Primers used in real-time RT-PCR are shown in Supplementary Table 1.
The conditions were set as follows: initial denaturation step of 95°C for 10 min, followed by 40 cycles of denaturation at 95°C for 45 s, annealing at 60°C for 30 s, and extension at 72°C for 40 s. The amplification process was followed by a melting curve analysis, from 60°C to 95°C, with temperature increasing steps of 0.5°C every 10 s. Baseline and threshold cycles (Ct) were automatically determined using the Bio-Rad iQ Software 3.0. The reaction results were recorded and analyzed using Chromo4™ System software.
Anchoring BESs to scaffolds of the draft narrow-leafed lupin genome assembly
BESs were used to screen the collection of L. angustifolius whole-genome shotgun contigs and scaffolds (Yang et al., 2013), deposited in the NCBI sequence database (Project No. PRJNA179231, assembly version GCA_000338175.1, accessions AOCW01000001–AOCW01191454). A sequence identity cut-off value of 97% was applied. The BLAST algorithm was optimized for highly similar sequences (word size, 28; match/mismatch scores, 1/-2; and gap costs, linear). If two or more BESs were localized to a single scaffold, the appropriate BAC clones were considered to physically overlap.
Functional annotation of selected scaffolds
Transposable element-related repeats (TEs) were annotated and masked using RepeatMasker Web Server version 4.0.3 with implemented repeat libraries RMLib 20130422 and Dfam 1.2 (A.F.A. Smit, R. Hubley and P. Green, unpublished data, http://www.repeatmasker.org) before gene prediction. The following options were selected: search engine, cross_match; speed/sensitivity, slow; DNA source, A. thaliana. DNA sequences were then compared to a database of TE encoded proteins. The functional annotation of the genetic elements encoded in scaffolds included de novo detection of specific signals and comparative analyses with known sequences. In silico gene prediction was performed using Fgenesh (Salamov and Solovyev, 2000). Basic Local Alignment Search Tool (BLAST, http://blast.ncbi.nlm.nih.gov) was used to examine similarities with integrated, non-redundant, and annotated sequences of genomic DNA, transcripts, and proteins deposited in the RefSeq database (http://www.ncbi.nlm.nih.gov/refseq). Scaffolds were subjected to sequence homology searches against the transcriptome sequences of L. luteus young leaves, buds, flowers, and seeds (Parra-González et al., 2012), and L. albus roots and leaves (O'Rourke et al., 2013). The following sequence repositories were used: L. luteus, http://www.cgna.cl/lupinus (project PRJNA170318, archive SRX159101); L. albus, http://comparative-legumes.org (gene index LAGI 1.0). The analysis was performed using the CoGe BLAST algorithm (Lyons et al., 2008) with the following parameters: e-value cut-off, 1e-10; word size, 8; gap existence cost, 5; gap elongation cost, 2; nucleotide match/mismatch scores, 1/-2. For the potential genes, gene prediction models were visualized, manually verified, and refined using DNA Plotter (Carver et al., 2008). To assign gene names, hypothetical coding sequences were extracted from scaffolds and compared with the NCBI RefSeq database. Accessions producing alignments with the lowest e-values were selected as references.
Phylogenetic survey of L. angustifolius CHI-fold proteins
Based on the recently published data (Ngaki et al., 2012; Chu et al., 2014; Dastmalchi and Dhaubhadel, 2015; Liu et al., 2015) the reference set of 172 CHI-fold protein sequences has been selected (Supplementary Table 2). These sequences were aligned to the sequence of the narrow-leafed lupin genome (PRJNA179231) and transcriptomes of L. angustifolius (PRJNA248164, GBRP00000000.1), L. albus (O'Rourke et al., 2013) and L. luteus (Parra-González et al., 2012) under 1e-10 e-value cutt-of. Identified L. angustoflius nucleotide sequences (Supplementary Table 3) were subjected to Fgenesh+ (Salamov and Solovyev, 2000) in silico gene prediction with homology link to the CHI-fold protein sequence with the highest alignment e-value assigned. The dataset used in subsequent phylogenetic analysis contained 8 L. angustifolius, 6 L. luteus, 11 L. albus, and 48 reference CHI-fold protein sequences. Multiple sequence alignment was done in MAFFT v7.017 (Katoh et al., 2002), whereas re-alignment in MUSCLE (Edgar, 2004). The selection of best-fit models of protein evolution for given alignment was executed in ProtTest (Abascal et al., 2005). Bayesian inference of phylogeny was performed in MrBayes 3.2.2 (Huelsenbeck and Ronquist, 2001). Phylogenetic tree was drawn in Geneious (Kearse et al., 2012). Parameters and settings used in the phylogenetic insight are given in Supplementary Tables 4–6.
Micro- and macrosynteny analysis
L. angustifolius scaffolds carrying LangCHIL sequences were masked for repetitive contents and low-complexity regions, and then subjected to comparative mapping to the following genome sequences: Medicago truncatula (Young et al., 2011) (strain A17, JCVI v4.0 unmasked, http://www.jcvi.org/medicago/), Lotus japonicus (Sato et al., 2008) (v2.5 unmasked, http://www.kazusa.or.jp), Cicer arietinum (Varshney et al., 2013) (v1.0 unmasked, http://comparative-legumes.org), Glycine max (Schmutz et al., 2010) (JGI v1.1 unmasked, http://www.phytozome.net), Phaseolus vulgaris (v0.9, DOE-JGI, and USDA-NIFA, http://www.phytozome.net), and Cajanus cajan (Varshney et al., 2012) (project PRJNA72815, v1.0). L. angustifolius scaffolds carrying other CHI-fold protein sequences were subjected to the same procedure, however, genome sequences used for comparative mapping included also Arachis duranensis (accession V14167) and Arachis ipaensis (accession K30076) (Peanut Genome Project). The CoGe BLAST algorithm (Lyons et al., 2008) was used to perform sequence similarity analyses with the following parameters: e-value cut-off, 1e-20; word size, 8; gap existence cost, 5; gap elongation cost, 2; nucleotide match/mismatch scores, 1/-2. Microsyntenic blocks were visualized using the Web-based Genome Synteny Viewer (Revanna et al., 2011). The Synmap analysis tool was used (https://genomevolution.org/coge/SynMap.pl) to determine if identified syntenic loci were located in large conserved blocks of M. truncatula, L. japonicus, C. arietinum, G. max, P. vulgaris, and C. cajan genomes. Sequences were compared by the LAST (http://last.cbrc.jp/) algorithm. The DAGChainer algorithm was used to identify syntenic regions between genomes. The search was based on relative gene order, with the maximum distance between two matches set to 20 genes and the minimum number of aligned gene-pairs set to 5. To survey large scale macrosyntenic relationships, the sequences of molecular markers from linkage groups NLL-03 and NLL-15 from the genetic map (Kroc et al., 2014; Książkiewicz et al., 2015) were subjected to comparative mapping using the same legume genome sequences, bioinformatic tools and settings as those applied for scaffold analysis. The macrosyntenic relationships were inferred if at least four homology links from a particular L. angustifolius linkage group to a selected legume chromosome were identified.
Results
Screening of BAC library to identify clones carrying CHIL genes
EST sequence from L. albus (CA410672) was annotated as CHIL; alignment to Glycine max chalcone isomerase 4-like sequence (NM_001249853.1) revealed 86.1% nucleotide identity and 96% coverage (Supplementary Table 7). Screening of the L. angustifolius genomic BAC library with a probe based on the CHIL gene from white lupin, tagged 10 BAC clones (Supplementary Figure 1). PCR and sequencing of the positive BACs showed that PCR products of clones 5L11 and 134F01 differed from the rest of the analyzed clone products. No PCR amplification product was obtained for clones 12M14 and 41I07. The PFGE analysis determined the BAC insert sizes as 20–250 kb (Supplementary Figure 2), with an average of 88.7 kb.
Physical mapping of BAC clones
BAC clones that produced similar band patterns when digested with Eco130I and HindIII were considered to overlap and were grouped into contigs. From the 10 BACs, two contigs were constructed (Supplementary Figure 3). The larger contig (contig 1), comprised six clones (28O01, 88J04, 106M03, 115N04, 115L05, 129C12). Contig 2 comprised two clones (5L11, 134F01). The remaining clones, 12M14 and 41I07, were singletons.
Functional annotation of BAC-end sequences
BAC-end sequencing generated 16 BAC-end sequences (BESs) from the CHIL-containing BACs. BESs were deposited in the DNA Data Bank of Japan (DDBJ; AB749285-AB749300).
Nine BES sequences had similarities to known genetic elements. The 5′ ends of clones 28O01 and 115N04 contained a retrotransposon, whereas the other BESs revealed statistically significant alignments to various genes and proteins of Lupinus, Glycine, Phaseolus, and Arabidopsis genera representatives. At the 3′ end of the clone 134F01, the sequence homologous to G. max CHI gene was identified. A list of the identified genes and proteins in the BACs is shown in Table 1.
Table 1.
BES name and accession | Database (name, accession number) | Name of sequence, source organism | Length | Identity (%) | e-value |
---|---|---|---|---|---|
5L11_5 [DDBJ:AB749286] | RepeatMasker | LTR | 618 bp | 98 | 0.0 |
Ty1/Copia | |||||
28O01_3 [DDBJ:AB749287] | Swissprot, Q9C9Z8.1 | V-type proton ATPase subunit E2, A. thaliana | 34 AA | 73 | 7e-04 |
Nr, XM_003533031.1 | V-type proton ATPase subunit E-like, G. max | 103 bp | 77 | 5e-12 | |
28O01_5 [DDBJ:AB749288] | Swissprot, Q9LRT1.1 | Probably inactive leucine-rich repeat receptor-like protein kinase, A. thaliana | 226 AA | 69 | 3e-66 |
Nr, XM_003522462.1 | Probably inactive leucine-rich repeat receptor-like protein kinase, G. max | 680 bp | 89 | 0.0 | |
88J04_3 [DDBJ:AB749289] | Nr, AF119410.1 | 1-aminocyclopropane-1-carboxylate synthase 4 (ACS4) gene, L. albus | 157 bp | 76 | 8e-22 |
106M03_5 [DDBJ:AB749292] | Nr, AF002277.1 | LlPR10.1A (Ypr10.1a) gene, L. luteus | 98 bp | 76 | 1e-7 |
115N04_3 [DDBJ:AB749295] | Swissprot, Q9LRT1.1 | Probably inactive leucine-rich repeat receptor-like protein kinase, A. thaliana | 277 AA | 64 | 1e-72 |
Nr, XM_003522462.1 | Probably inactive leucine-rich repeat receptor-like protein kinase, G. max | 828 bp | 87 | 0.0 | |
115N04_5 [DDBJ:AB749296] | RepeatMasker | LTR/Gypsy Gypsy3_MT_pol | 680 bp | 71 | 9e-76 |
129C12_3 [DDBJ:AB749297] | Nr, HQ632856.1 | Rpp4 Asian soybean rust resistance gene locus, P. vulgaris | 257 bp | 77 | 2e-46 |
134F04_3 [DDBJ:AB749299] | Nr, NM_001249853 | Chalcone isomerase 4-like, G. max | 333 bp | 77 | 3e-64 |
The sequence and structure of genes encoding CHILs
Two BAC clones from different contigs, 28O01 from contig 1 and 5L11 from contig 2, were partially sequenced using chromosome walking method. This established the whole sequence of the LangCHIL genes. Both gene copies comprised four exons and three introns. The exon lengths for both genes are identical, except for the first exon, which is 15 bp shorter in LangCHIL1 compared with LangCHIL2. All LangCHIL2 intron sequences are longer than those of LangCHIL1. The LangCHIL1 cDNA sequence is 630 bp, encoding a putative protein of 209 AA, whereas the LangCHIL2 cDNA is 645 bp, and expected protein is 214 AA (Figure 1). The amino acid sequences of these two proteins were approximately 92% identical. The two LangCHIL sequences were deposited in the EMBL Nucleotide Sequence Databank under accession numbers HE999614 (LangCHIL1) and HE999615 (LangCHIL2).
Genetic mapping of LangCHIL genes
PCR primers flanking the almost full-length coding sequences of the 28O01 and 5L11 LangCHIL sequences were designed. PCR products, amplified from the DNA of parental lines of the L. angustifolius mapping population, were sequenced. In both genes, sequence differences between the parental lines were detected in the 3rd exon: a 9-bp length polymorphism in LangCHIL1 and a SNP in LangCHIL2. Segregation of the length polymorphism was visualized by PCR, and the SNP by dCAPS. Based on the segregation patterns (Supplementary Table 8), CHIL1 marker was mapped in linkage group NLL-03 of the L. angustifolius genetic map, whereas CHIL2 was localized in NLL-15 (Table 2).
Table 2.
Marker name | Marker type | Enzyme | 83A:476 product length (bp) | P27255 product length (bp) | LOD scores | Linkage group* | GenBank accession |
---|---|---|---|---|---|---|---|
CHIL1 | Co-dominant (PCR) | – | 320 | 329 | 15.4, 18.6 | 3 | GF112056 |
CHIL2 | Co-dominant (dCAPS) | TaqI | 340 | 310, 30 | 22.6, 22.9 | 15 | GF112057 |
LOD, logarithm of odds.
Linkage group assignment according to cicki, Kroc et al. (2014).
Cytogenetic mapping of LangCHIL genes
BAC-FISH was performed to localize and identify the number of LangCHIL loci in the mitotic chromosomes of L. angustifolius. Various combinations of eight clones belonging to both contigs were used as molecular probes. BAC clones originating from the same contig gave overlapping single-locus signals on one pair of homologous chromosomes, whereas those from different contigs showed single locus signals on two different chromosome pairs (Figures 2A,B). Two clones from contig 1 (106M03, 129C12) and one singleton (41I07) produced dispersed signals (Supplementary Table 9). The cytogenetic locations of selected BAC clones are shown on Figures 2C,D.
BAC clones hybridizing to a single locus on mitotic chromosomes were defined as cytogenetic markers. They constituted, together with CHIL gene-based markers, the cornerstones for further integration of genetic and cytogenetic maps of the narrow-leafed lupin genome. Based on the results of cytogenetic mapping, two new linkage groups were assigned to corresponding chromosomes: NLL-03 (clones 28O01, 88J04, 115L05, 115N04) and NLL-15 (clones 5L11, 134F01).
Reference to the genome sequence of L. angustifolius
BESs of clones originating from both contigs were aligned to the scaffolds of the narrow-leafed lupin draft genome sequence (Yang et al., 2013), where they tagged 12 sequences: nine for contig 1 and three for contig 2 (Supplementary Table 10). The total length of selected scaffolds was 187084 nt. The orientations of seven scaffolds were determined by locating two or more paired BESs. The sequences of the scaffolds were functionally annotated to supplement the information obtained from the in silico analysis of the BESs and LangCHIL genes. Repeatmasker survey (Supplementary Table 11) revealed that the sequences of scaffolds anchored to contig 1 had a higher percentage of coverage by repetitive elements than those mapped to contig 2 (24.5 vs. 14.9%). Such a difference in repeat content reflected mainly an accumulation of Copia retrotranspozons in contig 1. However, representatives of transpozon classes Helitron and hAT elements were identified only in contig 2 (Supplementary Table 12). BESs of the clones overlapping with BACs 28O01 and 5L11 were mapped to the main scaffolds from both contigs (contig 1: KB421708.1 and KB412128.1, contig 2: KB425167.1 and KB430490.1). All clones but 115N04 were localized. Obtained results supported, in general, the postulated arrangement of BACs in the contigs, as inferred from the restriction analyses (Supplementary Figure 3).
Phylogenetic survey of L. angustifolius CHI-fold proteins
The narrow-leafed lupin genome and transcriptome were screened with 172 CHI-fold reference protein sequences (Supplementary Table 2) belonging to six main subfamilies (CHI1, AtCHI/TT5/CHI2, AtFAPb/CHI3A, ATFAPa1/CHI3B, AtFAPa2/CHI3C, AtCHIL/CHI4). Mining of the L. albus transcriptome resulted in identification of 20 CHI-fold like sequences but multiple alignment survey revealed that 5 were redundant and 4 truncated. In the L. luteus trancriptome 7 sequences were selected, however one was truncated. Together with sequences obtained in this study, eight copies of L. angustifolius, 11 L. albus and six L. luteus CHI-fold genes were identified (Supplementary Table 3). The Bayesian phylogenetic inference of these sequences and selected 48 reference CHI-fold proteins revealed that in the L. angustifolius genome representatives of all but one main CHI subfamilies are present (Figure 3). They are as follows: CHI2, KB438712.1 and KB432257.1; CHI3A, GBRP01065503.1; CHI3B, KB436138.1; CHI3C, GBRP01042887.1 and KB407221.1 as well as CHI4, HE999615.1 and HE999614.1; sequences revealed in this study (Table 3).
Table 3.
CHI-fold subfamily genes | L. angustifolius genome scaffold | L. angustifolius transcriptome | % identity | Total alignment length | Total score | E-value |
---|---|---|---|---|---|---|
CHI2 copy 1 | KB438712.1 | GBRP01036913.1 | 100.00 | 679 | 1255 | 0.0 |
CHI2 copy 2 | KB432257.1 | GBRP01007050.1 | 100.00 | 1147 | 2119 | 0.0 |
LangCHIL1 | KB421708.1 | GBRP01001161.1 | 99.90 | 1027 | 1893 | 0.0 |
HE999614.1 | GBRP01001161.1 | 99.71 | 1028 | 2518 | 0.0 | |
LangCHIL2 | KB430490.1 | – | – | – | – | – |
HE999615.1 | – | – | – | – | – | |
CHI3A copy | – | GBRP01065503.1 | – | – | – | – |
CHI3B copy | KB436138.1 | GBRP01030694.1 | 100.00 | 942 | 1742 | 0.0 |
CHI3C copy 1 | KB407221.1 | – | – | – | – | – |
CHI3C copy 2 | – | GBRP01042887.1 | – | – | – | – |
Insight into cross-genera synteny of genomic regions neighboring CHI-fold protein genes
L. angustifolius LangCHIL scaffold sequences were aligned to the genome sequences of six legume species to identify blocks of conserved collinearity among diverse lineages of Papilionoid clade. Conserved syntenic patterns were observed for four scaffolds: 39988 (KB421708.1) and 20923 (KB412128.1) from contig 1, and 48639 (KB425167.1) and 65565 (KB430490.1) from contig 2. To enrich the information resulting from cross-genera genome alignments, sequences of those four scaffolds were comparatively mapped against the transcriptome sequences of yellow lupin (L. luteus) (Parra-González et al., 2012) and white lupin (L. albus) (O'Rourke et al., 2013). Numerous alignments to ESTs originating from both species were identified in all analyzed scaffolds (Supplementary Table 13). Based on the distribution of mapped ESTs over the scaffold sequences, six hypothetical genes in contig 1 and four in contig 2 were identified. Taking into consideration the physical lengths of the scaffolds, the gene densities were calculated as follows: 10.6 genes per 100 kb in contig 1 and 9.9 genes per 100 kb in contig 2. Thus, both contigs represent gene-rich regions. These regions differ considerably in the functions of their encoded genes: the only link is the presence of a LangCHIL gene copy, as shown in Table 4.
Table 4.
LangCHIL contig No. | Gene No. | Scaffold accession | Scaffold sequence start | Scaffold sequence end | Gene name | Reference sequence accession | Sequence identity |
---|---|---|---|---|---|---|---|
1 | 1 | KB421708.1 | 1940 | 3633 | Chalcone isomerase-like | NM_001249853.1 | 663/815 (81%) |
1 | 2 | KB421708.1 | 5599 | 7758 | – | – | – |
1 | 3 | KB421708.1 | 15760 | 24106 | Peroxisomal fatty acid beta-oxidation multifunctional protein | XM_004512927.1 | 1815/2157 (84%) |
1 | 4 | KB412128.1 | 13083 | 17912 | Transcription factor RF2b | XM_004502774.1 | 1207/1609 (75%) |
1 | 5 | KB412128.1 | 24944 | 26655 | Expansin-A | XM_003523228.1 | 934/1156 (81%) |
1 | 6 | KB412128.1 | 29902 | 29565 | 3-ketoacyl-CoA synthase | XM_003555308.1 | 269/349 (77%) |
2 | 7 | KB425167.1 | 2127 | 7552 | Methionyl-tRNA synthetase | XM_003526754.1 | 1073/1245 (86%) |
2 | 8 | KB430490.1 | 1721 | 5297 | U-box domain-containing protein | XM_003522461.1 | 1094/1357 (81%) |
2 | 9 | KB430490.1 | 7703 | 9623 | Chalcone isomerase-like | NM_001249853.1 | 658/803 (82%) |
2 | 10 | KB430490.1 | 14686 | 15974 | RING-H2 finger protein | XM_003523230.1 | 839/1113 (75%) |
A comprehensive survey of syntenic relationships, with reference to the sequence annotation data, revealed that studied L. angustifolius scaffolds exhibited lower numbers of sequence collinearity links to M. truncatula and L. japonicus than to C. arietinum, C. cajan, G. max, and P. vulgaris. Importantly, the structure of contig 2 was much more conserved among the analyzed species than that of contig 1 (Figures 4, 5). For this contig, carbon copies of quasi-ancestral sequence of L. angustifolius scaffolds 48639 and 65565 were distinguished in C. cajan scaffold 000011, G. max chromosomes 4 and 6 (whole region duplication), and P. vulgaris chromosome 9. The partially retracted arrangement was observed in the corresponding sections of C. arietinum chromosome 5, L. japonicus chromosome 1, and M. truncatula chromosome 3. The collinearity of the sequence alignments of the region encoding LangCHIL2 was almost perfectly preserved among four species: C. arietinum, C. cajan, G. max, and M. truncatula. In P. vulgaris, a sequence inversion and a large insertion or deletion (12.36 Mbp) were detected; however, the LangCHIL gene structure remained unaffected. The L. japonicus genomic sequence, however, revealed no synteny to the region of LangCHIL2.
Contig 1, represented by scaffolds 39988 and 20923, has accumulated more structural modifications during evolution than contig 2. In general, three regions in this contig, having distinct homology links, were identified: the 5′ part of scaffold 39988, the middle section of scaffold 20923, and the 3′ part of scaffold 39988 (listed from the most to the least conserved). The 5′ part of scaffold 39988, carrying LangCHIL1, was mapped to the same loci in C. arietinum, C. cajan, G. max, M. truncatula, and P. vulgaris genomes as the LangCHIL2 region. This implied that both copies of the LangCHIL genes present in the narrow-leafed lupin genome correspond to one sequence of this gene in the other species. Moreover, when the coding sequences of both LangCHIL genes where BLAST searched against the annotated soybean genome (Supplementary Table 14), they revealed the highest sequence similarity to CHIL transcript Glyma06g14820 on chromosome 6 (at 11 616 kb). The second strongest match obtained was CHIL transcript Glyma04g40030 located at chromosome 4 (at 46 176 kb).
Scaffolds carrying the remaining CHI-fold protein genes were also comparatively mapped to selected legume genomes (Supplementary Figure 4). Results of this analysis perfectly converged with those of Bayesian assay. Scaffold KB436138.1, carrying hypothetical FAPa1 gene, revealed, for all analyzed legume species, microsynteny links to genome regions containing FAPa1 subfamily sequences, including those already annotated: C. arietinum locus Ca3: 30652402-30657185, G. max Glyma03g31100 and Glyma19g33940, M. truncatula Medtr7g094980.1, and P. vulgaris Phvul.001G152000. Similarly, scaffold KB407221.1, encoding hypothetical FAPa2 sequence, showed homology links to legume genome loci carrying FAPa2 subfamily genes, like: C. arietinum locus Ca4: 44847754-44853436, G. max Glyma14g11151 and Glyma17g34435, M. truncatula Medtr1g015700, and P. vulgaris Phvul.001G037700. Analogously, scaffolds KB432257.1 and KB438712.1, containing hypothetical CHI2 subfamily sequence, revealed microsyntenic pattern to regions surrounding or adjacent to CHI2 loci. These included C. arietinum XM_004497271, G. max Glyma20g38580, M. truncatula Medtr1g115870 and Medtr1g115880, and P. vulgaris Phvul.007G008500.
Localization of LangCHIL genes in large macrosyntenic blocks
To determine whether the identified microsyntenic links were representatives of longer regions of preserved gene collinearity (i.e., macrosynteny), comparative mapping of the M. truncatula, L. japonicus, C. arietinum, P. vulgaris, and C. cajan genomes to the G. max genome was performed. All microsyntenic loci assigned in these genomes for the analyzed LangCHIL scaffolds were anchored in large conserved blocks, spanning several megabase pairs and containing many genes. The mean lengths of the syntenic blocks shared between G. max and the analyzed species were: M. truncatula, 4.2 Mb; P. vulgaris, 4.0 Mb; C. arietinum and L. japonicus, 2.5 Mb; C. cajan, 0.3 Mb. The outlier calculated for C. cajan was mainly caused by fragmentation of the genome sequence (incompleteness of the sequencing project), resulting in the localization of syntenic loci in short unlinked scaffolds. The coordinates and lengths of genome sequence blocks conserved between G. max and the analyzed legume species, in regions with syntenic links anchored to the studied L. angustifolius contigs, are shown in Supplementary Table 15.
To determine if the identified conserved blocks are landmarks of chromosome-scale macrosyntenic relationships, marker sequences from L. angustifolius linkage group NLL-03 and NLL-15 were BLAST searched against sequences of six legume genomes. Genomes of L. japonicus and C. cajan revealed homology links dispersed on numerous chromosomes and scaffolds, apparently caused by the high ratio of genome data fragmentation. For the remaining four genomes, significant arrays of macrosynteny were observed (Supplementary Figure 5). Molecular markers from NLL-15 formed macrosyntenic blocks in two chromosomes of G. max (chr. 4 and 6) and in single chromosomes of: C. arietinum (chr. 5), M. truncatula (chr. 3), and P. vulgaris (chr. 9). In all syntenic chromosome regions but G. max chr. 6, large inversions spanning several Mbp were observed. LangCHIL2 locus was located in the region showing conserved macrosynteny, visualized by the preserved order of adjacent markers. However, in the vicinity of the LangCHIL2 locus in P. vulgaris chr. 9 and C. arietinum chr. 5, inversion of a block containing a few markers was observed.
Patterns of macrosyntenic relationships detected for linkage group NLL-03 were more complex than those of NLL-15. Sequence-defined markers from NLL-03 revealed homology links to fragments of three chromosomes of C. arietinum and P. vulgaris, five of M. truncatula and seven of G. max. Those included chromosomes having syntenic links to markers from NLL-15. Besides the fragmentation of syntenic blocks, numerous local inversions of NLL-03 marker orders were observed within regions of shared collinearity. Duplications of syntenic regions harboring several markers were identified in the genomes of M. truncatula (chr. 3 and 5, chr. 2 and 8), P. vulgaris (chr. 1 and 9), and G. max (chr. 12 and 13). Moreover, in the genome of G. max, one quadruplication of the syntenic region was observed (chr. 4, 6, 14, and 17). Note that despite many rearrangements and duplications of syntenic regions in the analyzed legume species, the LangCHIL1 locus, together with few surrounding markers, revealed sequence homology links to the same chromosomes as those matching LangCHIL2. Syntenic relationships to the other chromosomes mentioned above were detected mostly for markers mapped in NLL-03 quite distant from LangCHIL1. The sequence of G. max chr. 9 which showed well preserved local sequence collinearity (Supplementary Table 15) did not reveal the minimum number of homology links to be considered as a macrosyntenic block. It may indicate that the conserved region observed at this chromosome is relatively short.
Organ-specific CHI-like gene expression analysis
Expression profiles of LangCHIL1 and LangCHIL2 genes in roots leaves and stems were determined by real-time PCR at four time points spanning the growing period from 3 to 6 weeks after sowing. The presence of both LangCHIL gene transcripts was revealed in all examined lupin samples; however, their expression patterns were different in distinct organs (Figure 6). In 3-week-old plants, the expression levels of both genes in stems were somewhat lower than in leaves, whereas expression levels in the roots were 8 (LangCHIL2) to 11 (LangCHIL1) fold higher than in leaves. The expression levels of transcripts in the 4-week old roots leveled off and were 12-fold higher than in the leaves, while expression in stems remained at a constant low level. In 5-week old plants, the expression levels of LangCHIL1 and LangCHIL2 were moderately reduced in the roots, and therefore, tended to equalize in all organs. We observed an increase of LangCHIL1 gene expression in stems; however, the highest level of LangCHIL1 gene expression was still observed in the roots. In 6-week-old plants, the expression patterns of these two LangCHIL genes were distinct: the level of LangCHIL2 transcripts dramatically decreased in roots and strongly increased in stems, whereas the LangCHIL1 gene expression level in stems decreased to the level of the control.
Discussion
Chalcone isomerase-like gene number and structure
In the present study, we used a white lupin CHIL EST sequence as a probe to identify CHIL genes in BAC genomic clones of the narrow leaf lupin. Genomic BAC libraries have been used for phenylpropanoid biosynthesis gene detection in several species: G. max (Tuteja and Vodkin, 2008) Vitis vinifera (Tomkins et al., 2001), Sorghum bicolor (Lo et al., 2002), and Eucalyptus grandis (Paiva et al., 2011). EST probes are specific and produce reliable results, generating a small number of positive hybridization signals that directly reflects the gene copy number and genome coverage in the library (Shopinski et al., 2006). They were probes of choice for G. max (Shopinski et al., 2006), Brachypodium distachyon (Huo et al., 2006), Salmo salar (Thorsen et al., 2005), and Phytophthora nicotianae (Shah and Hassan, 2005) analysis. However, this method has some limitations, revealed in our study. The CHIL probe from L. albus did not hybridize to CHI1 and CHI2 genes or the more distantly related FAP paralogs present in the genome of L. angustifolius. It was due to the rather low sequence identity between these genes. The CHIL probe from L. albus (CA410672) appeared to be more than 95% identical to the corresponding sequence in exon 2 of LangCHIL1. The sequence of the closely related G. max CHIL gene CHI4A (Glyma06g14820) is ~89% identical to the L. albus probe. In the region corresponding to the 200 nt probe from L. albus, the overall identity between soybean CHI4A and CHI2 (Glyma20g38580) genes is only ~42%.
The EST probe identified 10 BAC clones. The genome coverage of the library was estimated as six-fold (Kasprzak et al., 2006); therefore, number of clones indicated the presence of two copies of LangCHIL in the genome. To identify clones carrying overlapping sequences, the physical mapping based on restriction fingerprinting was performed; such an approach was helpful in selecting clones for sequencing (Książkiewicz et al., 2013) as well as in filling in missing portions of the already sequenced genomes (Marra et al., 1997; Meyers et al., 2004). The physical mapping of the BACs identified two singletons and allowed the construction of two contigs: one consisting of six clones and the second of two clones. One clone from every contig, characterized by a single locus BAC-FISH signal, was selected for sequencing. Our results demonstrated that there are two distinct LangCHIL gene copies in the narrow-leafed lupin genome. One of the two BACs which showed false-positive hybridization signals was 12M14. Putatively, these signals resulted from high occupancy of simple repeats because this clone revealed positive signals in BAC library screening approach with SSR-based probes. Moreover, 12M14 clone was mapped in linkage group NLL-11, other than any of LangCHIL markers (Książkiewicz et al., 2015).
The number of CHI genes depends on the species. It has been generally believed that in non-legume species, a single gene encodes CHI (Grotewold and Peterson, 1994; Durbin et al., 2003; Li et al., 2006; Kim et al., 2007; Cheng et al., 2011). Earlier papers reported that in legumes, the number of CHI varies from one in M. truncatula by two in M. sativa, and Glycyrrhiza echinata, up to four in L. japonicus, and five in G. max (McKhann and Hirsch, 1994; Kimura et al., 2001; Shimada et al., 2003; Ralston et al., 2005). However, whole genome sequencing followed by annotation and phylogenetic analyses, revealed increasing numbers of predicted CHI genes and led to subdivision of CHI-fold protein family into subfamilies: CHI (encompassing CHI1 and CHI2), CHIL, and FAP (comprising FAPa1, FAPa2 and FAPa3) (Ngaki et al., 2012; Chu et al., 2014). Recent studies revealed that the numbers of CHI-fold protein gene copies in legumes are as follows: five in C. arietinum, seven in P. vulgaris, nine in M. truncatula, and 12 in G. max (Chu et al., 2014; Dastmalchi and Dhaubhadel, 2015). The identification of two LangCHIL genes in the narrow-leafed lupin genome is compatible with two GmCHI4 (A and B) from Glycine max (Dastmalchi and Dhaubhadel, 2015) as well as so called EFP (enhancer of flavonoids production) genes identified in Japanese morning glory (Morita et al., 2014).
Most plant CHIs have four exons and three introns located in conserved positions (Van Tunen et al., 1988; Kuittinen and Aguadé, 2000; Druka et al., 2003; Shimada et al., 2003; Kim et al., 2004). Both L. angustifolius LangCHIL genes also comprise four exons and three introns. However, some species have fewer exons and introns in their CHIs: three in Hordeum vulgare (Druka et al., 2003) and Ginkgo biloba (Cheng et al., 2011) or even one in CHIB in Petunia hybrida (Van Tunen et al., 1988). It was suggested that the four-intron structure represented the ancestral CHI, and further independent intron loss events during its evolution had occurred in distinct plant species (Shoeva et al., 2014). The lengths of coding and non-coding sequences of the narrow-leafed lupin LangCHIL genes are similar to those from other species. In L. japonicus, lengths of all exons differ by only a few base pairs as compared with L. angustifolius, and all four-exon isoenzymes have the same lengths of individual coding sequences (Shimada et al., 2003). The lupin LangCHIL exons are similar in length to those of maize and rice (Druka et al., 2003). However, differences were found in the noncoding sequences: the first two introns of lupin LangCHIL are several times longer than those in the above-mentioned species. The coding sequences of the two LangCHIL homologs are about 93% identical to each another.
Moreover, both analyzed narrow-leafed lupin CHIL genes have the highest similarity to CHI4 from G. max, with nucleotide identities of 91 and 88% for LangCHIL2 and LangCHIL1 genes, respectively. Such values are similar to those presented in recent sequence homology studies of other legumes. An evolutionary survey of the isoflavonoid pathway genes, including the G. max CHIL homologs from chromosome segments highly syntenic to LangCHIL coding regions, revealed a low rate of sequence polymorphism among studied legume gene copies (Chu et al., 2014). Reported percentage substitution values varied from 3 to 12% (~3% between two soybean copies Glyma04g40030 and Glyma06g14820, ~7% between those copies and P. vulgaris transcript Phvul.009G143100, and ~12% between the latter sequences and M. truncatula homolog Medtr3g093980). Furthermore, a phylogenetic analysis of 19 CHI homologs from 16 species showed high sequence similarity between representatives of legumes (Zhang et al., 2012). The values of substitution per site between CHI1 gene copies from different species (calculated from the phylogenetic tree) were: ca. 6% between P. vulgaris and G. max, ca. 14% between Pisum sativum, M. sativa and the Phaseolus-Glycine clade, and ca. 15% between the branches mentioned and the L. japonicus lineage. Such a comparison shows that levels of amino-acid sequence conservation in CHIL and CHI1 subfamilies are very similar.
LangCHIL location in linkage groups of the L. angustifolius genetic map
Genetic mapping of phenylpropanoid pathway genes was successful for 19 different genes in P. vulgaris (Yadegari and Pauls, 2008), two genes in Cynara cardunculus (Comino et al., 2007), the PAL gene in Coffea canephora (Mahesh et al., 2006), and two CHS genes in Lycopersicon lycopersicum (O'Neill et al., 1990).
The CHIL1 and CHIL2 markers were located in two (NLL-03 and NLL-15) linkage groups of the recently published, narrow-leafed lupin genetic map (Kroc et al., 2014). The leucospermus locus is located at NLL-03, close to CHIL1. The hypothetical leucospermus gene controls pigment production in seeds, cotyledons, and flowers. Its recessive form manifests in white flowers, green cotyledons, and almost white seeds of cultivated forms. It was found that the Arabidopsis CHI is responsible for the seed coat color (Kim et al., 2007). That observation, together with close linkage of CHIL1 and leucospermus, suggests that LangCHIL might confer the leucospermus trait.
In contrast to L. angustifolius, in L. japonicus, four CHI genes are arranged as a cluster of tandemly aligned sequences (Shimada et al., 2003). Such differences suggest different origins of the gene copies. Instead of ancestral gene duplication, typical for secondary metabolism pathways (Ober, 2010), a copy of LangCHIL could arise by duplication of the entire genome during the paleopoliploidization process, which is probably responsible for the formation of contemporary lupin species (Atkins et al., 1998; Cannon et al., 2010).
Cytogenetic localization of LangCHIL in the L. angustifolius genome: a step toward integration of chromosome and linkage maps
BAC-FISH was used to identify the number of LangCHIL gene loci in the mitotic chromosomes of L. angustifolius. Such an approach has been used for gene localization in numerous plant species, including O. sativa and Triticum aestivum (Qi et al., 2009), Brassica napus (Feng et al., 2009), S. bicolor (Kim et al., 2002), A. thaliana (Fransz et al., 2000), and Raphanus sativus (Niemelä et al., 2012). Cytogenetic mapping showed that the two L. angustifolius LangCHIL genes are located in different chromosomes. By comparison, in maize, CHIs were located at three different loci, while in barley and rice, only one CHI locus was detected (Druka et al., 2003). Research concerning the location of other genes of phenylpropanoid pathway, such as phenylalanine ammonia lyase, chalcone synthase, and isoflavone reductase (Narożna et al. unpublished data), is underway. The cytogenetic location of all phenylpropanoid genes would be an important step toward the complete characterization of the flavonoid biosynthetic pathway gene organization in the L. angustifolius genome. Moreover, chromosome-specific gene markers are suitable for genetic and cytogenetic map integration. Such an approach has been already used in M. truncatula (Kulikova et al., 2001) or Gossypium hirsutum (Wang et al., 2007) genome analyses. The integration of the L. angustifolius genetic and chromosomal maps is still in progress. To date, 12 chromosomes were assigned by BAC-derived markers to the main linkage groups of the L. angustifolius genetic map: NLL-01, NLL-03, NLL-05, NLL-06, NLL-07, NLL-08, NLL-09, NLL-10, NLL-14, NLL-16, NLL-17, and NLL-20, as well as small unlinked cluster-2 (Lesniewska et al., 2011; Książkiewicz et al., 2013, 2015). One of the markers developed in the present work allowed us to assign another linkage group, NLL-15, to a corresponding chromosome. The second marker has been added to the unique chromosomal marker for the linkage group NLL-03, recently published (Książkiewicz et al., 2013).
The expression pattern of chalcone isomerase-like genes
In the present study, RT-PCR was used to analyze LangCHIL genes expression in L. angustifolius. Transcripts of both LangCHIL1 and LangCHIL2 genes were present in all tested samples. The highest level of expression was observed in roots, suggesting that phenylpropanoid metabolism is most active in these organs, which is probably linked with accumulation of flavonoid compounds in the legume roots (Larose et al., 2002). The expression profile of both LangCHIL genes in leaves and stems remained at similar low levels. These results are consistent with those of other expression studies performed in legumes on other genes from phenylpropanoid pathway. A relatively high level of CHI transcripts in the roots of beans was detected, suggesting that it could be typical for legume plants (Lambais and Mehdy, 1993). In M. truncatula, an additional increase in the level of CHI transcripts after pathogen attack was observed (Uppalapati et al., 2009). A similar profile of phenylpropanoid pathway gene expression was observed in M. sativa: the levels of CHS and CHI transcripts were highest in young roots and their meristems, lower in developing root nodules inoculated with Rhizobium meliloti strains, and very low in the upper parts of the plant (stems, leaves, flowers) (McKhann and Hirsch, 1994). Correspondingly, study on organ-specific expression of the CHS gene family in P. vulgaris revealed the highest expression of the two isoforms of CHS genes in the roots (Dubery and Mienie, 2001). As the authors suggested, it could be related to the role of flavonoids in nodule development, as signal molecules during interactions with rhizobia. Recently, it was concluded that CHILs are enhancers of flavonoid production and flower pigmentation, and their function is conserved among diverse land plant species (Fujino et al., 2014; Morita et al., 2014).
Gene expression analysis was also conducted during plant growth. After 4 weeks of growth, LangCHIL gene expression reached its highest level, decreased, and then remained at a constant level for the next 2 weeks. Similarly, the highest level of CHI transcription was observed in young roots, after which the level fell dramatically and remained relatively stable until the end of the experiment (McKhann and Hirsch, 1994). The level of narrow-leafed lupin LangCHIL transcripts isolated from stems and leaves increased during plant development. Similarly, when the expression of another phenylpropanoid biosynthesis key enzyme, anthocyanidin synthase was analyzed in Ipomea batatas, the highest initial expression was in the roots, after which expression increased in stems, leaves, and flowers (Liu et al., 2010). The authors indicated that CHI is a tissue-specific regulated gene and the accumulation of anthocyanins correlated with the level of its expression. The highest level of transcript in the roots corresponds to the initial synthesis and accumulation of anthocyanins. After synthesis in the roots, they are transported to the stems, leaves, and other tissues and organs, which correlated with a decrease in expression in the roots and a simultaneous increase in the other plant tissues. The expression of CHIs in plants changes depending on organ/tissue and/or development stage. In various species, it affects the flavonoid content, influencing the color of specific organs. Thus, in tomato, CHI affects the pericarp and pulp color in fruits (Muir et al., 2001). In onion, it influences bulb color (Kim et al., 2004), while in tobacco it controls flower color (Nishihara et al., 2005). In Arabidopsis, CHI gene influences the seed coat color (Kim et al., 2007).
The transcript profiles of both LangCHIL isoforms in narrow-leafed lupin were very similar; the only differences were a higher level of LangCHIL1 in 3- and 5-week-old roots and a significantly higher LangCHIL2 level in 6-week-old stems comparing to control. Similarly, it was revealed that two of the three isoforms of phenylalanine ammonia-lyase (PAL) genes in coffee had the same expression pattern (Lepelley et al., 2012). The authors suggested that these two copies arose by intergenomic duplication, whereas the third PAL isoform, characterized by increased expression in other organs, was formed by small translocations, not detected during the global mapping of the genome (Lepelley et al., 2012). Therefore, the similarity of the expression patterns of both LangCHIL genes in L. angustifolius suggested that they also arose by ancestral gene duplication. Moreover, the high similarity of amino acid sequences and the same exon and intron numbers, indicated that the gene duplication process occurred relatively recently. Considering the location of LangCHIL genes in the L. angustifolius genome in different chromosomes, it was concluded that these two copies of the gene had appeared as a result of partial or whole genome duplication during the paleoploidization process. Despite the well documented transcriptional activity, the functional role of CHIL protein remains not clear. The CHIL (CHI4) protein from Glycine max encoded by Gma4A metabolized chalcones neither in vitro nor in E. coli, suggesting that it is not a functional chalcone isomerase (Ralston et al., 2005). However, studies on fungal and bacterial species revealed that CHIL proteins putatively retain enzymatic activity even in the absence of conserved tyrosine, but the substrate is unknown, and is unlikely to be chalcone (Gensheimer and Mushegian, 2004). Moreover, CHIL from A. thaliana (AT5G05270) has been shown to be functional in E. coli (Koopman et al., 2012).
Evolutionary characteristics of L. angustifolius chalcone isomerase-fold gene copies
The numbers of CHI-fold protein ancestral genes in the most recent common ancestor (MRCA) of dicots and monocots, and of dicots and that of legumes were estimated as three, three, and five, respectively (Chu et al., 2014). Ancestral CHI-fold protein gene copies were retained during the evolution of particular plant species and, indeed, were subjected to ancient tandem and recent segmental duplications, which increased the number of extant copies to five in A. thaliana, eight in G. max, or even nine in M. truncatula (Chu et al., 2014). The present study revealed that in the L. angustifolius genome, two copies of the CHI2, CHIL, and FAPa2 gene are present, but only one FAPa1 and FAPb, and no single CHI1. The question arises as to which legume ancestral CHI-fold copy(-ies) has(-ve) been lost during the evolution of the Lupinus genus. Are the two extant copies of CHI2, CHIL, and FAPa2 direct descendants of their ancestor genes or remnants of ancient duplications? Taking into consideration that as many as four CHI1 copies exist in M. truncatula genome and at least three in G. max, why no single CHI1 sequence was detected in the narrow-leafed lupin? The last question will remain unanswered, however, the two preceding ones can be addressed.
Briefly, micro- and macrosyntenic analyses of LangCHIL harboring scaffolds and adjacent molecular markers from the linkage map showed that the most conserved relationships of collinearity refers to the regions located at G. max chromosomes 4 and 6, C. arietinum chr. 5, M. truncatula chr. 3, and P. vulgaris chr. 9. All those regions contain a copy of CHIL gene, as follows: Glyma04g40030, Glyma06g14820, GI:502136776 (XM_004502772), Medtr3g093980, Phvul.009G143100. Those copies fall into one monophyletic group, as demonstrated by a comprehensive phylogenetic survey of 47 CHI-fold protein sequences derived from seven species (A. thaliana, O. sativa, V. vinifera, M. truncatula, G. max, P. vulgaris, and C. arietinum) (Chu et al., 2014). This phylogenetic branch includes, besides those five sequences, AT5G05270 from A. thaliana, Os12g02370 and Os11g02440 from O. sativa, and GSVIVT01032685001 from V. vinifera; thus, the branch has at least one copy of CHIL from every analyzed species (Chu et al., 2014). Such a pattern of microsyntenic and phylogenetic relationships indicates that a single copy of CHIL was present at the early stage of the Lupinus lineage evolution. Then, after divergence of the branch leading to the Lupinus genus, a copy of CHIL gene present in contig 1 (LangCHIL1) might have appeared as a result of duplication of the chromosomal segment harboring several genes, including CHI2. Subsequently, this event might have been followed by extensive rearrangements of the target region. Thus, distinct macrosyntenic links to various legume chromosomes, observed at distal parts of linkage group NLL-03, are considered remnants of ancient chromosome shuffling. The hypothesis of the formation of LangCHIL1 by duplication of ancestral LangCHIL2 is supported by the results of our sequence similarity analysis, as the total score of Glyma06g14820 sequence alignment to LangCHIL2 was 6% higher than that to LangCHIL1.
As the second copy of L. angustifolius FAPa2 was present only in the transcriptome assembly, we were not able to perform microsyntenic insight. However, such an analysis was done for two L. angustifolius CHI2 copies, derived from scaffolds KB438712.1 and KB432257.1. Sequence homology links of both copies matched the same regions in all analyzed legume species. Such an output converges with the hypothesis of gene duplications in a Lupinus ancient lineage. Furthermore, duplicated sequences were identified for L. albus CHI2 as well as for L. albus and L. luteus CHIL genes. Moreover, the presence of the closely related duplicated CHI2, CHIL, and FAPa2 homologs in the sister branches of phylogenetic tree, supported with great posterior probability, is consistent with the most recent comprehensive legume phylogeny reconstructions. In these studies strong phylogenetic evidences were provided not only for the whole genome duplication occurrence in a common ancestor of papilionoid species, but also for the additional independent WGD events within the Papilionoideae clades, including Glycine and Lupinus lineages (Schmutz et al., 2010; Cannon et al., 2015). It was implied that in the Lupinus genus duplication event occurred after the divergence of Lupinus and Glycine (but before the divergence of New World and Old World lupin clades) (Cannon et al., 2015).
The assumption that LangCHIL1 appeared by duplication has implications for the functional specialization of that recently arisen gene copy. When multiple copies of the same gene appear in the genome, there are different evolutionary patterns possible. Homologous copies of a particular gene could acquire different functions after gene duplication, in the processes of pseudogenization, subfunctionalization, or neo-functionalization, which might result in evolutionary divergence (Blanc and Wolfe, 2004; Moore and Purugganan, 2005; Cusack and Wolfe, 2007). Our expression survey proved that both copies are actively transcribed in different organs during plant development, which negates the possibility of pseudogenization of the second copy. Substrate specificity of CHIL is unknown, however, it is well recognized that sister subfamily protein, CHI, is a branch-point enzyme, participating in several branching pathways. Those pathways include the biosynthesis of flavone, flavonol, anthocyanin, and isoflavonoid. In general, if several gene copies of a branch-point enzyme exist in the genome, they exhibit functional differentiation. Such a phenomenon was observed for two central, isoflavonoid biosynthetic pathway enzymes in soybean: 4-coumarate:CoA ligase and chalcone isomerase (Lindermayr et al., 2002; Ralston et al., 2005). Functional divergence in the CHI enzyme family was demonstrated by differences in gene regulation, expression level, kinetics, and substrate specificity. To address whether LangCHIL genes underwent subfunctionalization or neo-functionalization, further studies on the mysterious CHIL regulatory network and enzyme kinetics involving various substrates are required.
Comparative mapping of reference CHI-fold protein sequences to L. angustoflius genome and transcriptome assemblies enabled us to identify the representatives of all chalcone isomerase subfamilies but one, CHI1. The absence of any CHI1 sequence in the collection of identified L. angustifolius CHI-fold sequences might reflect the loss of ancestral copy. The fact that transcriptome data from L. albus and L. luteus do not contain any CHI1- related sequence supports the hypothesis of the ancestral loss of CHI1 in the genus Lupinus. However, such a finding could result both from incompleteness of L. angustifolius genome sequence (~50% coverage) (Yang et al., 2013) and the lack of detectable expression of this gene during sampling plant material for transcriptome sequencing. Identification of gene copy number using transcriptome data is not as effective as using genome sequences. Not only are some copies not expressed, the assemblers have a tendency to illegitimately combine two similar homologs into one copy. This is much less common in genome sequences where introns help to distinguish homologs. The appearance of the recently announced upgraded reference narrow-leafed lupin genome sequence assembly (Kamphuis et al., 2015) may help to answer the question about the presence of CHI1 gene sequence in the narrow-leafed lupin genome.
Conclusions
Both chalcone isomerase-like genes present in the narrow-leafed lupin genome, LangCHIL1 and LangCHIL2, are transcriptionally active and reveal similar expression patterns.
Two copies of CHI2, CHIL, and FAPa2 genes, currently existing in the L. angustifolius genome, are remnants of whole genome duplication which is assumed to have occurred after the divergence of Lupinus, Arachis, and a lineage leading to Glycine, but before the appearance of the New World and Old World lupin clades.
LangCHIL2 is assumed to be an ancestor gene, whereas LangCHIL1 probably appeared as a result of duplication.
Conflict of interest statement
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.
Acknowledgments
We thank Dr. Dorota Narożna (University of Life Sciences, Poznan, Poland) for her assistance in CHIL probe preparation and Dr. Hua'an Yang (Department of Agriculture and Food Western Australia, Perth, Australia) for seeds of the L. angustifolius 83A:476 × P27255 mapping population. We are grateful to Assoc. Prof. Matthew Nelson (University of Western Australia, Perth, Australia) for providing the basic mapping data. This research was partly supported by a grant from the Polish Ministry of Science and Higher Education (No. NN301391939).
Supplementary material
The Supplementary Material for this article can be found online at: http://journal.frontiersin.org/article/10.3389/fpls.2015.00268/abstract
References
- Abascal F., Zardoya R., Posada D. (2005). ProtTest: selection of best-fit models of protein evolution. Bioinformatics 21, 2104–2105. 10.1093/bioinformatics/bti263 [DOI] [PubMed] [Google Scholar]
- Atkins C. A., Smith P. M. C., Gupta S., Jones M. G. K., Caligari P. D. S. (1998). Genetics, cytology and biotechnology, in Lupins as Crop Plants: Biology, Production, and Utilization, eds Gladstones J. S., Atkins C. A., Hamblin J. (Wallingford, UK: CAB International; ), 67–92. [Google Scholar]
- Blanc G., Wolfe K. H. (2004). Functional divergence of duplicated genes formed by polyploidy during Arabidopsis evolution. Plant Cell 16, 1679–1691. 10.1105/tpc.021410 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Boersma J. G., Pallotta M., Li C., Buirchell B. J., Sivasithamparam K., Yang H. (2005). Construction of a genetic linkage map using MFLP and identification of molecular markers linked to domestication genes in narrow-leafed lupin (Lupinus angustifolius L.). Cell. Mol. Biol. Lett. 10, 331–344. [PubMed] [Google Scholar]
- Cannon S. B., Ilut D., Farmer A. D., Maki S. L., May G. D., Singer S. R., et al. (2010). Polyploidy did not predate the evolution of nodulation in all legumes. PLoS ONE 5:e11630 10.1371/journal.pone.0011630 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cannon S. B., McKain M. R., Harkess A., Nelson M. N., Dash S., Deyholos M. K., et al. (2015). Multiple polyploidy events in the early radiation of nodulating and nonnodulating legumes. Mol. Biol. Evol. 32, 193–210. 10.1093/molbev/msu296 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Carver T., Thomson N., Bleasby A., Berriman M., Parkhill J. (2008). DNAPlotter: circular and linear interactive genome visualization. Bioinformatics 25, 119–120. 10.1093/bioinformatics/btn578 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cheng H., Li L., Cheng S., Cao F., Wang Y., Yuan H. (2011). Molecular cloning and function assay of a chalcone isomerase gene (GbCHI) from Ginkgo biloba. Plant Cell Rep. 30, 49–62. 10.1007/s00299-010-0943-4 [DOI] [PubMed] [Google Scholar]
- Chu S., Wang J., Cheng H., Yang Q., Yu D. (2014). Evolutionary study of the isoflavonoid pathway based on multiple copies analysis in soybean. BMC Genet. 15:76. 10.1186/1471-2156-15-76 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Comino C., Lanteri S., Portis E., Acquadro A., Romani A., Hehn A., et al. (2007). Isolation and functional characterization of a cDNA coding a hydroxycinnamoyltransferase involved in phenylpropanoid biosynthesis in Cynara cardunculus L. BMC Plant Biol. 7:14. 10.1186/1471-2229-7-14 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Conesa A., Götz S., García-Gómez J. M., Terol J., Talón M., Robles M. (2005). Blast2GO: a universal tool for annotation, visualization and analysis in functional genomics research. Bioinformatics 21, 3674–3676. 10.1093/bioinformatics/bti610 [DOI] [PubMed] [Google Scholar]
- Cusack B. P., Wolfe K. H. (2007). When gene marriages don't work out: divorce by subfunctionalization. Trends Genet. 23, 270–272. 10.1016/j.tig.2007.03.010 [DOI] [PubMed] [Google Scholar]
- Dastmalchi M., Dhaubhadel S. (2015). Soybean chalcone isomerase: evolution of the fold, and the differential expression and localization of the gene family. Planta 241, 507–523. 10.1007/s00425-014-2200-5 [DOI] [PubMed] [Google Scholar]
- Druka A., Kudrna D., Rostoks N., Brueggeman R., von Wettstein D., Kleinhofs A. (2003). Chalcone isomerase gene from rice (Oryza sativa) and barley (Hordeum vulgare): physical, genetic and mutation mapping. Gene 302, 171–178. 10.1016/S0378-1119(02)01105-8 [DOI] [PubMed] [Google Scholar]
- Dubery I. A., Mienie C. (2001). Tissue-specific expression of the chalcone synthase multigene family in Phaseolus vulgaris: development of a RT-PCR method for the expression profiling of the chs isogenes. J. Plant Physiol. 158, 115–120 10.1078/0176-1617-00115 [DOI] [Google Scholar]
- Durbin M. L., Lundy K. E., Morrell P. L., Torres-Martinez C. L., Clegg M. T. (2003). Genes that determine flower color: the role of regulatory changes in the evolution of phenotypic adaptations. Mol. Phylogenet. Evol. 29, 507–518. 10.1016/S1055-7903(03)00196-9 [DOI] [PubMed] [Google Scholar]
- Edgar R. C. (2004). MUSCLE: multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Res. 32, 1792–1797. 10.1093/nar/gkh340 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Feng J., Primomo V., Li Z., Zhang Y., Jan C.-C., Tulsieram L., et al. (2009). Physical localization and genetic mapping of the fertility restoration gene Rfo in canola (Brassica napus L.). Genome 52, 401–407. 10.1139/G09-016 [DOI] [PubMed] [Google Scholar]
- Francki M. G., Mullan D. J. (2004). Application of comparative genomics to narrow-leafed lupin (Lupinus angustifolius L.) using sequence information from soybean and Arabidopsis. Genome 47, 623–632. 10.1139/g04-010 [DOI] [PubMed] [Google Scholar]
- Fransz P. F., Armstrong S., de Jong J. H., Parnell L. D., van Drunen C., Dean C., et al. (2000). Integrated cytogenetic map of chromosome arm 4S of A. thaliana: structural organization of heterochromatic knob and centromere region. Cell 100, 367–376. 10.1016/S0092-8674(00)80672-8 [DOI] [PubMed] [Google Scholar]
- Fujino N., Yamazaki T., Li Y., Kera K., Furuhashi E., Yamashita S., et al. (2014). cDNA cloning and characterization of chalcone isomerase-fold proteins from snapdragon (Antirrhinum majus L.) flowers. Plant Biotechnol. 31, 105–114 10.5511/plantbiotechnology.14.0109c [DOI] [Google Scholar]
- Gao L.-L., Hane J. K., Kamphuis L. G., Foley R., Shi B.-J., Atkins C. A., et al. (2011). Development of genomic resources for the narrow-leafed lupin (Lupinus angustifolius): construction of a bacterial artificial chromosome (BAC) library and BAC-end sequencing. BMC Genomics 12:521. 10.1186/1471-2164-12-521 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gensheimer M., Mushegian A. (2004). Chalcone isomerase family and fold: no longer unique to plants. Protein Sci. Publ. Protein Soc. 13, 540–544. 10.1110/ps.03395404 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gladstones J. S. (1998). Distribution, origin, taxonomy, history and importance, in Lupins as Crop Plants: Biology, Production, and Utilization, eds Gladstones J. S., Atkins C. A., Hamblin J. (Wallingford, UK: CAB International; ), 1–37. [Google Scholar]
- Grotewold E., Peterson T. (1994). Isolation and characterization of a maize gene encoding chalcone flavonone isomerase. Mol. Gen. Genet. 242, 1–8. [DOI] [PubMed] [Google Scholar]
- Harrison M. J., Dixon R. A. (1993). Isoflavonoid accumulation and expression of defense gene transcripts during the establishment of vesicular-arbuscular mycorrhizal associations in roots of Medicago truncatula. Mol. Plant Microbe Interact. 6:643 10.1094/MPMI-6-643 [DOI] [Google Scholar]
- Havsteen B. H. (2002). The biochemistry and medical significance of the flavonoids. Pharmacol. Ther. 96, 67–202. 10.1016/S0163-7258(02)00298-X [DOI] [PubMed] [Google Scholar]
- Holton T., Cornish E. (1995). Genetics and biochemistry of anthocyanin biosynthesis. Plant Cell 7, 1071–1083. 10.1105/tpc.7.7.1071 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huelsenbeck J. P., Ronquist F. (2001). MRBAYES: Bayesian inference of phylogenetic trees. Bioinformatics 17, 754–755. 10.1093/bioinformatics/17.8.754 [DOI] [PubMed] [Google Scholar]
- Huo N., Gu Y. Q., Lazo G. R., Vogel J. P., Coleman-Derr D., Luo M.-C., et al. (2006). Construction and characterization of two BAC libraries from Brachypodium distachyon, a new model for grass genomics. Genome 49, 1099–1108. 10.1139/g06-087 [DOI] [PubMed] [Google Scholar]
- Jez J. M., Bowman M. E., Dixon R. A., Noel J. P. (2000). Structure and mechanism of the evolutionarily unique plant enzyme chalcone isomerase. Nat. Struct. Biol. 7, 786–791. 10.1038/79025 [DOI] [PubMed] [Google Scholar]
- Kaczmarek A., Naganowska B., Wolko B. (2009). Karyotyping of the narrow-leafed lupin (Lupinus angustifolius L.) by using FISH, PRINS and computer measurements of chromosomes. J. Appl. Genet. 50, 77–82. 10.1007/BF03195657 [DOI] [PubMed] [Google Scholar]
- Kamphuis L. G., Hane J. K., Nelson M. N., Gao L., Atkins C. A., Singh K. B. (2015). Transcriptome sequencing of different narrow-leafed lupin tissue types provides a comprehensive uni-gene assembly and extensive gene-based molecular markers. Plant Biotechnol. J. 13, 14–25. 10.1111/pbi.12229 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kasprzak A., Safár J., Janda J., Dolezel J., Wolko B., Naganowska B. (2006). The bacterial artificial chromosome (BAC) library of the narrow-leafed lupin (Lupinus angustifolius L.). Cell. Mol. Biol. Lett. 11, 396–407. 10.2478/s11658-006-0033-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Katoh K., Misawa K., Kuma K., Miyata T. (2002). MAFFT: a novel method for rapid multiple sequence alignment based on fast Fourier transform. Nucleic Acids Res. 30, 3059–3066. 10.1093/nar/gkf436 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kearse M., Moir R., Wilson A., Stones-Havas S., Cheung M., Sturrock S., et al. (2012). Geneious Basic: an integrated and extendable desktop software platform for the organization and analysis of sequence data. Bioinformatics 28, 1647–1649. 10.1093/bioinformatics/bts199 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kim H. B., Bae J. H., Lim J. D., Yu C. Y., An C. S. (2007). Expression of a functional type-I chalcone isomerase gene is localized to the infected cells of root nodules of Elaeagnus umbellata. Mol. Cells 23, 405–409. [PubMed] [Google Scholar]
- Kim J.-S., Childs K. L., Islam-Faridi M. N., Menz M. A., Klein R. R., Klein P. E., et al. (2002). Integrated karyotyping of sorghum by in situ hybridization of landed BACs. Genome 45, 402–412. 10.1139/g01-141 [DOI] [PubMed] [Google Scholar]
- Kim S., Jones R., Yoo K. S., Pike L. M. (2004). Gold color in onions (Allium cepa): a natural mutation of the chalcone isomerase gene resulting in a premature stop codon. Mol. Genet. Genomics 272, 411–419. 10.1007/s00438-004-1076-7 [DOI] [PubMed] [Google Scholar]
- Kimura Y., Aoki T., Ayabe S. (2001). Chalcone isomerase isozymes with different substrate specificities towards 6′-hydroxy- and 6′-deoxychalcones in cultured cells of Glycyrrhiza echinata, a leguminous plant producing 5-deoxyflavonoids. Plant Cell Physiol. 42, 1169–1173. 10.1093/pcp/pce130 [DOI] [PubMed] [Google Scholar]
- Koopman F., Beekwilder J., Crimi B., van Houwelingen A., Hall R. D., Bosch D., et al. (2012). De novo production of the flavonoid naringenin in engineered Saccharomyces cerevisiae. Microb. Cell Fact. 11:155. 10.1186/1475-2859-11-155 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kroc M., Koczyk G., święcicki W., Kilian A., Nelson M. N. (2014). New evidence of ancestral polyploidy in the Genistoid legume Lupinus angustifolius L. (narrow-leafed lupin). Theor. Appl. Genet. 127, 1237–1249. 10.1007/s00122-014-2294-y [DOI] [PubMed] [Google Scholar]
- Książkiewicz M., Wyrwa K., Szczepaniak A., Rychel S., Majcherkiewicz K., Przysiecka Ł., et al. (2013). Comparative genomics of Lupinus angustifolius gene-rich regions: BAC library exploration, genetic mapping and cytogenetics. BMC Genomics 14:79. 10.1186/1471-2164-14-79 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Książkiewicz M., Zielezinski A., Wyrwa K., Szczepaniak A., Rychel S., Karlowski W., et al. (2015). Remnants of the legume ancestral genome preserved in gene-rich regions: insights from Lupinus angustifolius physical, genetic, and comparative mapping. Plant Mol. Biol. Report. 33, 84–101. 10.1007/s11105-014-0730-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kuittinen H., Aguadé M. (2000). Nucleotide variation at the chalcone isomerase locus in Arabidopsis thaliana. Genetics 155, 863–872. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kulikova O., Gualtieri G., Geurts R., Kim D. J., Cook D., Huguet T., et al. (2001). Integration of the FISH pachytene and genetic maps of Medicago truncatula. Plant J. 27, 49–58. 10.1046/j.1365-313x.2001.01057.x [DOI] [PubMed] [Google Scholar]
- Lambais M. R., Mehdy C. (1993). Suppression of endochitinase, β-1,3-endoglucanase, and chalcone isomerase expression in bean vesicular-arbuscular mycorrhizal roots under different soil phosphate conditions. Mol. Plant Microbe Interact. 6:75 10.1094/MPMI-6-075 [DOI] [Google Scholar]
- Laplaze L., Duhoux E., Franche C., Frutz T., Svistoonoff S., Bisseling T., et al. (2000). Casuarina glauca prenodule cells display the same differentiation as the corresponding nodule cells. Mol. Plant Microbe Interact. 13, 107–112. 10.1094/MPMI.2000.13.1.107 [DOI] [PubMed] [Google Scholar]
- Larose G., Chênevert R., Moutoglis P., Gagné S., Piché Y., Vierheilig H. (2002). Flavonoid levels in roots of Medicago sativa are modulated by the developmental stage of the symbiosis and the root colonizing arbuscular mycorrhizal fungus. J. Plant Physiol. 159, 1329–1339 10.1078/0176-1617-00896 [DOI] [Google Scholar]
- Lepelley M., Mahesh V., McCarthy J., Rigoreau M., Crouzillat D., Chabrillange N., et al. (2012). Characterization, high-resolution mapping and differential expression of three homologous PAL genes in Coffea canephora Pierre (Rubiaceae). Planta 236, 313–326. 10.1007/s00425-012-1613-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lesniewska K., Ksiazkiewicz M., Nelson M. N., Mahé F., Aïnouche A., Wolko B., et al. (2011). Assignment of 3 genetic linkage groups to 3 chromosomes of narrow-leafed lupin. J. Hered. 102, 228–236. 10.1093/jhered/esq107 [DOI] [PubMed] [Google Scholar]
- Li F., Jin Z., Qu W., Zhao D., Ma F. (2006). Cloning of a cDNA encoding the Saussurea medusa chalcone isomerase and its expression in transgenic tobacco. Plant Physiol. Biochem. 44, 455–461. 10.1016/j.plaphy.2006.08.006 [DOI] [PubMed] [Google Scholar]
- Lin J.-K., Weng M.-S. (2006). Flavonoids as nutraceuticals, in The Science of Flavonoids, ed Grotewold E. (New York, NY: Springer; ), 213–238. [Google Scholar]
- Lindermayr C., Möllers B., Fliegmann J., Uhlmann A., Lottspeich F., Meimberg H., et al. (2002). Divergent members of a soybean (Glycine max L.) 4-coumarate:coenzyme A ligase gene family. Eur. J. Biochem. 269, 1304–1315. 10.1046/j.1432-1033.2002.02775.x [DOI] [PubMed] [Google Scholar]
- Liu X., Chen M., Li M., Yang C., Fu Y., Zhang Q., et al. (2010). The anthocyanidin synthase gene from sweetpotato [Ipomoea batatas (L.) Lam]: Cloning, characterization and tissue expression analysis. Afr. J. Biotechnol. 9, 3748–3752 10.4314/ajb.v9i25 [DOI] [Google Scholar]
- Liu Y., Zhao S., Wang J., Zhao C., Guan H., Hou L., et al. (2015). Molecular cloning, expression, and evolution analysis of type II CHI gene from peanut (Arachis hypogaea L.). Dev. Genes Evol. 225, 1–10. 10.1007/s00427-015-0489-0 [DOI] [PubMed] [Google Scholar]
- Lo C., Coolbaugh R. C., Nicholson R. L. (2002). Molecular characterization and in silico expression analysis of a chalcone synthase gene family in Sorghum bicolor. Physiol. Mol. Plant Pathol. 61, 179–188 10.1006/pmpp.2002.0428 [DOI] [Google Scholar]
- Lyons E., Pedersen B., Kane J., Alam M., Ming R., Tang H., et al. (2008). Finding and comparing syntenic regions among Arabidopsis and the outgroups papaya, poplar, and grape: CoGe with rosids. Plant Physiol. 148, 1772–1781. 10.1104/pp.108.124867 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mahesh V., Rakotomalala J. J., Le Gal L., Vigne H., de Kochko A., Hamon S., et al. (2006). Isolation and genetic mapping of a Coffea canephora phenylalanine ammonia-lyase gene (CcPAL1) and its involvement in the accumulation of caffeoyl quinic acids. Plant Cell Rep. 25, 986–992. 10.1007/s00299-006-0152-3 [DOI] [PubMed] [Google Scholar]
- Manly K. F., Robert H., Cudmore J., Meer J. M. (2001). Map Manager QTX, cross-platform software for genetic mapping. Mamm. Genome 12, 930–932. 10.1007/s00335-001-1016-3 [DOI] [PubMed] [Google Scholar]
- Marra M. A., Kucaba T. A., Dietrich N. L., Green E. D., Brownstein B., Wilson R. K., et al. (1997). High throughput fingerprint analysis of large-insert clones. Genome Res. 7, 1072–1084. [DOI] [PMC free article] [PubMed] [Google Scholar]
- McKhann H. I., Hirsch A. M. (1994). Isolation of chalcone synthase and chalcone isomerase cDNAs from alfalfa (Medicago sativa L.): highest transcript levels occur in young roots and root tips. Plant Mol. Biol. 24, 767–777. 10.1007/BF00029858 [DOI] [PubMed] [Google Scholar]
- Meyers B. C., Scalabrin S., Morgante M. (2004). Mapping and sequencing complex genomes: let's get physical! Nat. Rev. Genet. 5, 578–588. 10.1038/nrg1404 [DOI] [PubMed] [Google Scholar]
- Moore R. C., Purugganan M. D. (2005). The evolutionary dynamics of plant duplicate genes. Curr. Opin. Plant Biol. 8, 122–128. 10.1016/j.pbi.2004.12.001 [DOI] [PubMed] [Google Scholar]
- Morita Y., Takagi K., Fukuchi-Mizutani M., Ishiguro K., Tanaka Y., Nitasaka E., et al. (2014). A chalcone isomerase-like protein enhances flavonoid production and flower pigmentation. Plant J. Cell Mol. Biol. 78, 294–304. 10.1111/tpj.12469 [DOI] [PubMed] [Google Scholar]
- Muir S. R., Collins G. J., Robinson S., Hughes S., Bovy A., Ric De Vos C. H., et al. (2001). Overexpression of petunia chalcone isomerase in tomato results in fruit containing increased levels of flavonols. Nat. Biotechnol. 19, 470–474. 10.1038/88150 [DOI] [PubMed] [Google Scholar]
- Naganowska B., Wolko B., Sliwińska E., Kaczmarek Z. (2003). Nuclear DNA content variation and species relationships in the genus Lupinus (Fabaceae). Ann. Bot. 92, 349–355. 10.1093/aob/mcg145 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Neff M. M., Neff J. D., Chory J., Pepper A. E. (1998). dCAPS, a simple technique for the genetic analysis of single nucleotide polymorphisms: experimental applications in Arabidopsis thaliana genetics. Plant J. 14, 387–392. 10.1046/j.1365-313X.1998.00124.x [DOI] [PubMed] [Google Scholar]
- Neff M. M., Turk E., Kalishman M. (2002). Web-based primer design for single nucleotide polymorphism analysis. Trends Genet. 18, 613–615. 10.1016/S0168-9525(02)02820-2 [DOI] [PubMed] [Google Scholar]
- Nelson M. N., Moolhuijzen P. M., Boersma J. G., Chudy M., Lesniewska K., Bellgard M., et al. (2010). Aligning a new reference genetic map of Lupinus angustifolius with the genome sequence of the model legume, Lotus japonicus. DNA Res. 17, 73–83. 10.1093/dnares/dsq001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nelson M. N., Phan H. T. T., Ellwood S. R., Moolhuijzen P. M., Hane J., Williams A., et al. (2006). The first gene-based map of Lupinus angustifolius L.-location of domestication genes and conserved synteny with Medicago truncatula. Theor. Appl. Genet. 113, 225–238. 10.1007/s00122-006-0288-0 [DOI] [PubMed] [Google Scholar]
- Ngaki M. N., Louie G. V., Philippe R. N., Manning G., Pojer F., Bowman M. E., et al. (2012). Evolution of the chalcone-isomerase fold from fatty-acid binding to stereospecific catalysis. Nature 485, 530–533. 10.1038/nature11009 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Niemelä T., Seppänen M., Badakshi F., Rokka V.-M., Heslop-Harrison J. S. P. (2012). Size and location of radish chromosome regions carrying the fertility restorer Rfk1 gene in spring turnip rape. Chromosome Res. 20, 353–361. 10.1007/s10577-012-9280-5 [DOI] [PubMed] [Google Scholar]
- Nishihara M., Nakatsuka T., Yamamura S. (2005). Flavonoid components and flower color change in transgenic tobacco plants by suppression of chalcone isomerase gene. FEBS Lett. 579, 6074–6078. 10.1016/j.febslet.2005.09.073 [DOI] [PubMed] [Google Scholar]
- O'Neill S. D., Tong Y., Spörlein B., Forkmann G., Yoder J. I. (1990). Molecular genetic analysis of chalcone synthase in Lycopersicon esculentum and an anthocyanin-deficient mutant. Mol. Gen. Genet. 224, 279–288. [DOI] [PubMed] [Google Scholar]
- O'Rourke J. A., Yang S. S., Miller S. S., Bucciarelli B., Liu J., Rydeen A., et al. (2013). An RNA-Seq transcriptome analysis of orthophosphate-deficient white lupin reveals novel insights into phosphorus acclimation in plants. Plant Physiol. 161, 705–724. 10.1104/pp.112.209254 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ober D. (2010). Gene duplications and the time thereafter - examples from plant secondary metabolism. Plant Biol. 12, 570–577. 10.1111/j.1438-8677.2009.00317.x [DOI] [PubMed] [Google Scholar]
- Paiva J. A. P., Prat E., Vautrin S., Santos M. D., San-Clemente H., Brommonschenkel S., et al. (2011). Advancing Eucalyptus genomics: identification and sequencing of lignin biosynthesis genes from deep-coverage BAC libraries. BMC Genomics 12:137. 10.1186/1471-2164-12-137 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Parra-González L. B., Aravena-Abarzúa G. A., Navarro-Navarro C. S., Udall J., Maughan J., Peterson L. M., et al. (2012). Yellow lupin (Lupinus luteus L.) transcriptome sequencing: molecular marker development and comparative studies. BMC Genomics 13:425. 10.1186/1471-2164-13-425 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Peer W. A., Murphy A. S. (2007). Flavonoids and auxin transport: modulators or regulators? Trends Plant Sci. 12, 556–563. 10.1016/j.tplants.2007.10.003 [DOI] [PubMed] [Google Scholar]
- Qi P.-F., Wei Y.-M., Ouellet T., Chen Q., Tan X., Zheng Y.-L. (2009). The gamma-gliadin multigene family in common wheat (Triticum aestivum) and its closely related species. BMC Genomics 10:168. 10.1186/1471-2164-10-168 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ralston L., Subramanian S., Matsuno M., Yu O. (2005). Partial reconstruction of flavonoid and isoflavonoid biosynthesis in yeast using soybean type I and type II chalcone isomerases. Plant Physiol. 137, 1375–1388. 10.1104/pp.104.054502 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rambaldi D., Ciccarelli F. D. (2009). FancyGene: dynamic visualization of gene structures and protein domain architectures on genomic loci. Bioinformatics 25, 2281–2282. 10.1093/bioinformatics/btp381 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Revanna K. V., Chiu C.-C., Bierschank E., Dong Q. (2011). GSV: a web-based genome synteny viewer for customized data. BMC Bioinformatics 12:316. 10.1186/1471-2105-12-316 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Salamov A. A., Solovyev V. V. (2000). Ab initio gene finding in Drosophila genomic DNA. Genome Res. 10, 516–522. 10.1101/gr.10.4.516 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sato S., Nakamura Y., Kaneko T., Asamizu E., Kato T., Nakao M., et al. (2008). Genome structure of the legume, Lotus japonicus. DNA Res. 15, 227–239. 10.1093/dnares/dsn008 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schmidt B. M., Erdman J. W., Lila M. A. (2006). Differential effects of blueberry proanthocyanidins on androgen sensitive and insensitive human prostate cancer cell lines. Cancer Lett. 231, 240–246. 10.1016/j.canlet.2005.02.003 [DOI] [PubMed] [Google Scholar]
- Schmutz J., Cannon S. B., Schlueter J., Ma J., Mitros T., Nelson W., et al. (2010). Genome sequence of the palaeopolyploid soybean. Nature 463, 178–183. 10.1038/nature08670 [DOI] [PubMed] [Google Scholar]
- Shah M. M., Hassan A. (2005). Distribution of genes and recombination on wheat homoeologous group 6 chromosomes: a synthesis of available information. Mol. Breed. 15, 45–53 10.1007/s11032-004-1844-4 [DOI] [Google Scholar]
- Shimada N., Aoki T., Sato S., Nakamura Y., Tabata S., Ayabe S. (2003). A cluster of genes encodes the two types of chalcone isomerase involved in the biosynthesis of general flavonoids and legume-specific 5-deoxy(iso)flavonoids in Lotus japonicus. Plant Physiol. 131, 941–951. 10.1104/pp.004820 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shoeva O. Y., Khlestkina E. K., Berges H., Salina E. A. (2014). The homoeologous genes encoding chalcone-flavanone isomerase in Triticum aestivum L.: structural characterization and expression in different parts of wheat plant. Gene 538, 334–341. 10.1016/j.gene.2014.01.008 [DOI] [PubMed] [Google Scholar]
- Shopinski K. L., Iqbal M. J., Shultz J. L., Jayaraman D., Lightfoot D. A. (2006). Development of a pooled probe method for locating small gene families in a physical map of soybean using stress related paralogues and a BAC minimum tile path. Plant Methods 2:20. 10.1186/1746-4811-2-20 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Soderlund C., Longden I., Mott R. (1997). FPC: a system for building contigs from restriction fingerprinted clones. Comput. Appl. Biosci. 13, 523–535. 10.1093/bioinformatics/13.5.523 [DOI] [PubMed] [Google Scholar]
- Subramanian S., Stacey G., Yu O. (2007). Distinct, crucial roles of flavonoids during legume nodulation. Trends Plant Sci. 12, 282–285. 10.1016/j.tplants.2007.06.006 [DOI] [PubMed] [Google Scholar]
- Sulston J., Mallett F., Durbin R., Horsnell T. (1989). Image analysis of restriction enzyme fingerprint autoradiograms. Comput. Appl. Biosci. 5, 101–106. 10.1093/bioinformatics/5.2.101 [DOI] [PubMed] [Google Scholar]
- Thorsen J., Zhu B., Frengen E., Osoegawa K., de Jong P. J., Koop B. F., et al. (2005). A highly redundant BAC library of Atlantic salmon (Salmo salar): an important tool for salmon projects. BMC Genomics 6:50. 10.1186/1471-2164-6-50 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tomkins J. P., Wood T. C., Stacey M. G., Loh J. T., Judd A., Goicoechea J. L., et al. (2001). A marker-dense physical map of the Bradyrhizobium japonicum genome. Genome Res. 11, 1434–1440. 10.1101/gr.185001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tuteja J. H., Vodkin L. O. (2008). Structural features of the endogenous silencing and target loci in the soybean genome. Crop Sci. 48, S–49 10.2135/cropsci2007.10.0542tpg [DOI] [Google Scholar]
- Uhde-Stone C., Zinn K. E., Ramirez-Yáñez M., Li A., Vance C. P., Allan D. L. (2003). Nylon filter arrays reveal differential gene expression in proteoid roots of white lupin in response to phosphorus deficiency. Plant Physiol. 131, 1064–1079. 10.1104/pp.102.016881 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Uppalapati S. R., Marek S. M., Lee H.-K., Nakashima J., Tang Y., Sledge M. K., et al. (2009). Global gene expression profiling during Medicago truncatula-Phymatotrichopsis omnivora interaction reveals a role for jasmonic acid, ethylene, and the flavonoid pathway in disease development. Mol. Plant Microbe Interact. 22, 7–17. 10.1094/MPMI-22-1-0007 [DOI] [PubMed] [Google Scholar]
- Van Tunen A. J., Koes R. E., Spelt C. E., van der Krol A. R., Stuitje A. R., Mol J. N. (1988). Cloning of the two chalcone flavanone isomerase genes from Petunia hybrida: coordinate, light-regulated and differential expression of flavonoid genes. EMBO J. 7, 1257–1263. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Varshney R. K., Chen W., Li Y., Bharti A. K., Saxena R. K., Schlueter J. A., et al. (2012). Draft genome sequence of pigeonpea (Cajanus cajan), an orphan legume crop of resource-poor farmers. Nat. Biotechnol. 30, 83–89. 10.1038/nbt.2022 [DOI] [PubMed] [Google Scholar]
- Varshney R. K., Song C., Saxena R. K., Azam S., Yu S., Sharpe A. G., et al. (2013). Draft genome sequence of chickpea (Cicer arietinum) provides a resource for trait improvement. Nat. Biotechnol. 31, 240–246. 10.1038/nbt.2491 [DOI] [PubMed] [Google Scholar]
- Voorrips R. E. (2002). MapChart: software for the graphical presentation of linkage maps and QTLs. J. Hered. 93, 77–78. 10.1093/jhered/93.1.77 [DOI] [PubMed] [Google Scholar]
- Wang K., Guo W., Zhang T. (2007). Development of one set of chromosome-specific microsatellite-containing BACs and their physical mapping in Gossypium hirsutum L. Theor. Appl. Genet. 115, 675–682. 10.1007/s00122-007-0598-x [DOI] [PubMed] [Google Scholar]
- Weisshaar B., Jenkins G. I. (1998). Phenylpropanoid biosynthesis and its regulation. Curr. Opin. Plant Biol. 1, 251–257. 10.1016/S1369-5266(98)80113-1 [DOI] [PubMed] [Google Scholar]
- Wendel J. F. (2000). Genome evolution in polyploids. Plant Mol. Biol. 42, 225–249. 10.1023/A:1006392424384 [DOI] [PubMed] [Google Scholar]
- Wolko B., Clements J. C., Naganowska B., Nelson M. N., Yang H. (2011). Lupinus, in Wild Crop Relatives: Genomic and Breeding Resources, ed Kole C. (Berlin; Heidelberg: Springer; ), 153–206. [Google Scholar]
- Woo H.-H., Jeong B. R., Hawes M. C. (2005). Flavonoids: from cell cycle regulation to biotechnology. Biotechnol. Lett. 27, 365–374. 10.1007/s10529-005-1521-7 [DOI] [PubMed] [Google Scholar]
- Yadegari Z., Pauls K. P. (2008). Molecular mapping of genes involved in the phenylpropanoid pathway in bean (Phaseolus vulgaris L.). Annu. Rep. Bean Improv. Coop. 51, 12–13. [Google Scholar]
- Yang H., Tao Y., Zheng Z., Zhang Q., Zhou G., Sweetingham M. W., et al. (2013). Draft genome sequence, and a sequence-defined genetic linkage map of the legume crop species Lupinus angustifolius L. PLoS ONE 8:e64799. 10.1371/journal.pone.0064799 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Young N. D., Debellé F., Oldroyd G. E. D., Geurts R., Cannon S. B., Udvardi M. K., et al. (2011). The Medicago genome provides insight into the evolution of rhizobial symbioses. Nature 480, 520–524. 10.1038/nature10625 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang Y., Xia H., Yuan M., Zhao C., Li A. Q., Wang X. (2012). Cloning and expression analysis of peanut (Arachis hypogaea L.) CHI gene. Electron. J. Biotechnol. 15 Availabe online at: http://www.ejbiotechnology.info/index.php/ejbiotechnology/article/view/v15n1-6/1405 10.2225/vol15-issue1-fulltext-6 [DOI]
- Zielezinski A., Potarzycki P., Książkiewicz M., Karłowski W. (2012). Annotating a non-model plant genome—a study on the narrow-leafed lupin. Biotechnologia 93, 318–332 10.5114/bta.2012.46586 [DOI] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.