Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Comprehensive Survey of Genetic Diversity in Chloroplast Genomes and 45S nrDNAs within Panax ginseng Species

  • Kyunghee Kim,

    Affiliations Department of Plant Science, Plant Genomics and Breeding Institute, and Research Institute of Agriculture and Life Sciences, College of Agriculture and Life Sciences, Seoul National University, Seoul, 151–921, Republic of Korea, Phyzen Genomics Institute, 501–1, Gwanak Century Tower, Gwanak-gu, Seoul, 151–836, Republic of Korea

  • Sang-Choon Lee,

    Affiliation Department of Plant Science, Plant Genomics and Breeding Institute, and Research Institute of Agriculture and Life Sciences, College of Agriculture and Life Sciences, Seoul National University, Seoul, 151–921, Republic of Korea

  • Junki Lee,

    Affiliation Department of Plant Science, Plant Genomics and Breeding Institute, and Research Institute of Agriculture and Life Sciences, College of Agriculture and Life Sciences, Seoul National University, Seoul, 151–921, Republic of Korea

  • Hyun Oh Lee,

    Affiliation Department of Plant Science, Plant Genomics and Breeding Institute, and Research Institute of Agriculture and Life Sciences, College of Agriculture and Life Sciences, Seoul National University, Seoul, 151–921, Republic of Korea

  • Ho Jun Joh,

    Affiliation Department of Plant Science, Plant Genomics and Breeding Institute, and Research Institute of Agriculture and Life Sciences, College of Agriculture and Life Sciences, Seoul National University, Seoul, 151–921, Republic of Korea

  • Nam-Hoon Kim,

    Affiliation Department of Plant Science, Plant Genomics and Breeding Institute, and Research Institute of Agriculture and Life Sciences, College of Agriculture and Life Sciences, Seoul National University, Seoul, 151–921, Republic of Korea

  • Hyun-Seung Park,

    Affiliation Department of Plant Science, Plant Genomics and Breeding Institute, and Research Institute of Agriculture and Life Sciences, College of Agriculture and Life Sciences, Seoul National University, Seoul, 151–921, Republic of Korea

  • Tae-Jin Yang

    tjyang@snu.ac.kr

    Affiliation Department of Plant Science, Plant Genomics and Breeding Institute, and Research Institute of Agriculture and Life Sciences, College of Agriculture and Life Sciences, Seoul National University, Seoul, 151–921, Republic of Korea

Abstract

We report complete sequences of chloroplast (cp) genome and 45S nuclear ribosomal DNA (45S nrDNA) for 11 Panax ginseng cultivars. We have obtained complete sequences of cp and 45S nrDNA, the representative barcoding target sequences for cytoplasm and nuclear genome, respectively, based on low coverage NGS sequence of each cultivar. The cp genomes sizes ranged from 156,241 to 156,425 bp and the major size variation was derived from differences in copy number of tandem repeats in the ycf1 gene and in the intergenic regions of rps16-trnUUG and rpl32-trnUAG. The complete 45S nrDNA unit sequences were 11,091 bp, representing a consensus single transcriptional unit with an intergenic spacer region. Comparative analysis of these sequences as well as those previously reported for three Chinese accessions identified very rare but unique polymorphism in the cp genome within P. ginseng cultivars. There were 12 intra-species polymorphisms (six SNPs and six InDels) among 14 cultivars. We also identified five SNPs from 45S nrDNA of 11 Korean ginseng cultivars. From the 17 unique informative polymorphic sites, we developed six reliable markers for analysis of ginseng diversity and cultivar authentication.

Introduction

Korean ginseng (Panax ginseng C.A. Meyer), a famous medicinal perennial herb, belongs to the Araliaceae family consisting of about 1,500 species [1]. Although P. ginseng was domesticated more than 500 years ago, its breeding is difficult due to a long life cycle and low seed yield. In Korea, three local landraces, Jakyung, Chungkyung and Hwangsook, have been cultivated traditionally and nine elite cultivars have been bred and registered through pure line selection from the landraces [2,3]. The nine registered cultivars show many agricultural traits and unique characteristics that are superior to the landraces: Chunpoong is good for red ginseng production; Gopoong contains superior amounts of saponin; Gumpoong is disease-resistant and good for high quality red ginseng production; Sunhyang has a high content of aromatic compounds; Yunpoong, Sunun, and Sunone produce high yields of root; Sunpoong shows excellent root body; and Cheongsun has early germination characteristics [35]. Despite this, two local landraces, ‘Jakyung’ and ‘Hwangsook’, are still the main types cultivated in Korea, due to the lack of an established ginseng seed industry.

Chloroplast (cp) genome and 45S nuclear ribosomal DNA (45S nrDNA) sequences are the main molecular targets used for plant taxonomy because these sequences are conserved across plant species and show clear inter-species polymorphism, whereas intra-species polymorphism is rare. Most studies of plant diversity have focused on intergenic spacer (IGS) sequences in the cp genome and on internal transcribed spacer (ITS1 and ITS2) sequences in 45S nrDNA [610]. For Panax species, we previously identified 60 polymorphic sites at the inter-species level among 101 IGS regions of three Panax species, namely P. ginseng, P. quinquefolius and P. notoginseng, using high resolution melting (HRM) analysis [11], but did not find any polymorphism at the intra-species level [12]. In addition, one polymorphism in the 5.8S rRNA region of P. ginseng cultivars Gumpoong, Gopoong and Hwangsook has been described, and some polymorphisms have been reported among Panax species [13,14].

Currently, more than 500 complete cp genomes and a few complete 45S nrDNA sequences have been deposited in GenBank but most species have only a single representative sequence without additional sequence information for related cultivars and/or accessions. Because of this, most studies have aimed to detect genetic diversity at the inter-species rather than intra-species level. Since cp genome and 45 nrDNA sequences are highly conserved within species, only a few studies have reported polymorphism at the intra-species level, including one in onion [15] and one in apple in which cp genome sequences of 47 apple cultivars were used to clarify the domestication history of current apple cultivars [16]. Overall, despite its potential usefulness, the identification and application of intra-species sequence variation has been very limited.

In this study, we generated complete cp genome and nrDNA sequences for nine Korean ginseng cultivars using next generation sequencing (NGS) technology. In addition, we identified 17 polymorphic sites valuable for authentication of ginseng through comparative analysis of those sequences and provide useful markers for authentication of ginseng cultivars and phylogenetic analysis of other Panax species and relatives.

Materials and Methods

Plant materials

Nine P. ginseng elite cultivars (Chunpoong (ChP), Yunpoong (YP), Cheongsun (CS), Gopoong (GO), Gumpoong (GU), Sunone (SO), Sunpoong (SP), Sunun (SU), and Sunhyang (SH)) and two local landraces (Jakyung (JK) and Hwangsook (HS)) were used for genomic DNA preparation and sequencing (Table 1). Individual plants (3 ~ 20) of all the cultivars and P. quinquefolius were used for PCR analysis to validate polymorphic sites. Leaves of mature plants were harvested from the ginseng farm of Seoul National University in Suwon and the Korea Ginseng Corporation (http://www.kgc.or.kr/) and stored at -70°C until use.

thumbnail
Table 1. Statistics of WGS and assembly summary for nine P. ginseng accessions.

https://doi.org/10.1371/journal.pone.0117159.t001

DNA preparation and whole-genome shotgun sequencing

Total genomic DNAs were isolated using the standard cetyltrimethylammonium bromide (CTAB) method [17]. The quantity and quality of genomic DNA were examined using a spectrometer. Whole genomes of nine ginseng cultivars were sequenced using an Illumina genome analyzer (Hiseq2000) by National Instrumentation Center for Environmental Management (NICEM; http://nature.snu.ac.kr/kr.php), Seoul, Korea. Genomic libraries with 300-bp insert size were prepared by following the paired-end standard protocol recommended by the manufacturer and each sample was tagged separately with a different index. Sequencing (101 cycles) was conducted for both ends in a single lane using pooled libraries from nine cultivars. Since P. ginseng cultivars are highly inbred and chloroplasts are maternally inherited, a single specimen of each cultivar and landrace can provide a representative chloroplast type. Therefore, we only sampled one individual plant of each cultivar and landrace for whole-genome shotgun sequencing.

Cp genome and 45S nrDNA assembly

Assembly of complete cp genome and nrDNA sequences was performed by de novo assembly of the low coverage whole genome sequence (WGS) via a bioinformatics pipeline (http://phyzen.com). Briefly, trimmed reads with Phred scores of 20 or less were prepared from the total pair-end (PE) raw reads using the CLC-quality trim tool and then were assembled by a CLC genome assembler (ver. 4.06 beta, CLC Inc, Rarhus, Denmark) with parameters of minimum 200 to 600 bp autonomously controlled overlap size. The principal contigs representing the cp genome were retrieved from the total contigs using MUMmer [18] with the cp genome sequence of Panax ginseng cv. ChP (KM088019) as reference sequence. The representative cp contigs were arranged in order based on the previously reported cp genome sequence and connected into a single draft sequence by joining overlapping terminal sequences. Assembly errors were identified in the initial assembly contigs and manually corrected by mapping of raw reads to assembled sequences. Error correction was validated by nucleotide sequencing after PCR amplification.

Gene annotation

Genes in the cp genome were annotated using the DOGMA program (http://dogma.ccbb.utexas.edu/) [19] and manual curation based on BLAST searches. Circular maps of cp genomes were drawn using OGDRAW (http://ogdraw.mpimp-golm.mpg.de/) [20]. The structures of nrDNA sequences were predicted by comparison with reported ginseng nrDNA sequences, RNAmmer (http://www.cbs.dtu.dk/services/RNAmmer/), and BLAST searches.

Comparative analysis and development of DNA markers

Cp genome and 45S nrDNA sequences of 11 cultivars were compared with one another as well with using MAFFT (http://mafft.cbrc.jp/alignment/server/) and mVISTA (http://genome.lbl.gov/vista/mvista/submit.shtml).

To validate the intra-species polymorphism in cp and nrDNAs and also to develop DNA markers to authenticate each cultivar, specific primers were designed based on polymorphic sites found in cp genomes and 45S nrDNA among 11 P. ginseng cultivars. Primers for tandem repeat and InDel regions and derived cleaved amplified polymorphic sequences (dCAPS) primers for SNP sites were designed using dCAPS Finder 2.0 (http://helix.wustl.edu/dcaps/dcaps.html) and the Primer 3 program (http://bioinfo.ut.ee/primer3-0.4.0/), respectively. Genomic DNAs were used as templates for PCR amplification and amplified fragments were analyzed by separation in agarose gels and ethidium bromide staining, as well as by capillary electrophoresis and their separation patterns were analyzed using a Fragment analyzer (Advanced Analytical Technologies Inc., USA) according to manufacturer’s instructions.

Results

Complete cp genome and nrDNA sequences of 11 ginseng cultivars

We obtained complete cp genome and nrDNA sequences of each cultivar for 11 ginseng cultivars. We assembled both sequences for each cultivar independently, by de novo assembly using low-coverage WGS ranging from 340 ~ 1,000 Mbp, which represents approximately 0.1X ~ 0.3X haploid genome equivalents (Table 1). The entire cp genomes (cp contigs) were obtained by combining three to five contigs for each of the 11 cultivars (Table 1). The cp genome of each cultivar showed coverage of 45.98X ~ 325.67X and the cp genome sequence of the ginseng cultivar Gumpoong is shown as an example (Fig 1A and 1B). In this case, three cp contigs account for the complete cp genome with slight overlap, and exhibit approximately 80X average read mapping depth (Table 1, Fig 1A and 1B). Complete cp genomes for the other ten cultivars were also independently obtained by combining representative contigs (Fig 1C) and manual editing. Complete lengths of the 11 cp genomes ranged between 156,241 bp and 156,425 bp (Table 1). Several sequence assembly errors in the initial contigs were corrected by manual curation and validated by ABI Sanger sequencing.

thumbnail
Fig 1. Summary of cp genome assembly of 11 ginseng cultivars.

(A,B) Alignment of three contigs covering the complete cp genome sequences of P. ginseng cv. Gumpoong (GU). (A) Mapping of raw PE reads on the assembled complete GU cp genome. (B) Alignment of the initial contigs representing the cp genome on the complete cp genome sequence. The contig numbers are indicated under the contigs and hit positions are under the reference cp genome sequences for ginseng (ChP cp genome Accession no. KM088019.). The overall structure of the cp genome is denoted with different colored bars: blue, yellow and green, for LSC, IRs, and SSC, respectively. Mapping of 100X raw reads is shown above alignment. (C) Diagram of initial cp contigs used for assembly of complete cp genomes for all 11 P. ginseng accessions. Different contigs are represented as different colored bars for each cultivar, as detailed in Table 1.

https://doi.org/10.1371/journal.pone.0117159.g001

The 45S nrDNA sequences were each assembled into single contigs. The 45S nrDNA contigs were 10,095~11,089 bp with one gap in the degenerate GC rich repeats in the IGS regions of the various cultivars (Table 1).

Sequence variations among cp genomes of 14 P. ginseng accessions

Gene content and order were identical among the 11 cultivars and those previously reported [21] (Fig 2). To investigate sequence divergence in cp genomes among P. ginseng cultivars, we compared 14 cp genomes accounting for all nine registered elite cultivars and two local landraces in Korea as well as three Chinese ginseng collections. All eleven cultivars are cultivated in Korea. Among them, the nine elite cultivars were bred by pure line selection at Korea Ginseng Corporation (Korea) and are homogeneous, whereas the two landraces, Jakyung and Hwangsook, are admixture-type cultivars cultivated by seed production from farmers. We compared 14 cp genome sequences: the genomes of the 11 cultivars completed in this study (GenBank accession numbers for the cp genomes of the cultivars are displayed in Table 1 and those from three Chinese ginseng collections, Damaya (KC686331), Ermaya (KC686332), and Gaolishen (KC686333) which were retrieved from GenBank. The three Chinese ginseng collections were identical to each other and also to the Korean landrace ‘Jakyung’. By contrast, ‘Sunhyang’ was the most divergent and had the most unique polymorphisms among all accessions (Table 2, S1 Fig).

thumbnail
Fig 2. Chloroplast genome map of 11 P. ginseng cultivars.

Colored boxes are conserved chloroplast genes classified based on product function. A total 12 of polymorphic sites among 11 P. ginseng cultivars are denoted as arrowheads, six white for InDels and six dark blue for SNPs, on the inner circle. PCR markers used in this study (Table 3) are denoted as follows: a, pgcp097f2*r; b, pgcpd01; c, kpcs03; d, pgycf1; e, pgcp139f*r2.

https://doi.org/10.1371/journal.pone.0117159.g002

thumbnail
Table 2. Summary of nucleotide polymorphisms in cp genomes and 45S nrDNA sequences of 14 P. ginseng accessions.

https://doi.org/10.1371/journal.pone.0117159.t002

We identified six SNPs and six InDels among cp genomes of 14 P. ginseng cultivars (Fig 2, Table 2). Two SNPs were identified in intergenic spaces and four SNPs in coding sequences. Among the four SNPs in coding regions, three showed non-synonymous substitutions that modify amino acid residues: encoding a glycine (G) vs. serine (S) in rpoC2; glutamine (Q) vs. arginine (R) in ccsA; and isoleucine (I) vs. asparagine (N) in ycf1. Among the six InDels, three are derived from simple insertion or deletion of 1~59 bp nucleotides in a single specific cultivar and the other three originate from copy number variation of tandem repeats ranging from 7 to 57 bp (Table 2).

Sequence divergence of 45S nrDNAs within P. ginseng species

The 45S nrDNA unit sequences were highly homogeneous among the 11 Korean P. ginseng cultivars sequenced in this study (Table 1) with 10,095~11,091 bp single units (GenBank accession numbers for the 45S nrDNA of the cultivars are displayed in Table 1). We did not include the three Chinese collections in this analysis because of the lack of reported 45S nrDNA sequences. Some cultivars have a nucleotide gap in an IGS region that has high GC composition and lower WGS read depth (Fig 3). Comparison of 45S nrDNA sequences revealed five SNPs, one in the 5.8S rRNA region, three in IGS sequence, and one in 26S rRNA coding sequence that was heterogeneous, with co-appearance of G and C in cultivars Gumpoong and Gopoong (Table 2). Three SNPs were identified in both Gumpoong and Gopoong, and one SNP was unique to cultivar Sunpoong (Table 2). Large repeat sequences with 3.5 copies of 641-bp sub-repeat elements were identified in IGS regions of all 11 accessions.

thumbnail
Fig 3. Assembly of complete 45S nrDNA unit.

Schematic diagram of a representative complete 45S nrDNA. N indicates gap present in some IGS sequence of nine 45S nrDNAs except Chunpoong and Yunpoong. Polymorphic SNP sites are denoted as arrowheads. (1), (3), (4), and (5) are polymorphic sites among 11 P. ginseng cultivars and (2) is a heterogeneous site with co-appearance of G and C in P. ginseng cv. Gumpoong and Gopoong. Mapping of Gumpoong cultivar 11,067 bp raw reads on the 45S nrDNA sequence of Gumpoong. (Accession no. KM207667) GC contents for each region of 45S nrDNA sequence. GC contents were calculated from the GC composition in 100-bp sliding windows.

https://doi.org/10.1371/journal.pone.0117159.g003

Validation of intra-species polymorphism and development of cultivar authentication markers

To validate the intra-species SNP and InDel polymorphism identified from comparison of complete cp genome sequences and 45S nrDNAs derived from 11 cultivars (nine registered inbred cultivars in Korea, and two Korean local landraces) and also to explore their utility as molecular markers for authentication of ginseng cultivars, we conducted PCR analysis using specific primers targeting the polymorphic sites (Table 3). We inspected four InDel regions and excluded two InDel regions that showed only one bp mono-polymer length difference. We also inspected two SNP regions by designing dCAPS markers. The four InDel markers were newly identified in this study.

thumbnail
Table 3. Primers to detect polymorphism among P. ginseng accessionsPrimer ID.

https://doi.org/10.1371/journal.pone.0117159.t003

We identified 118 tandem repeats (TRs) (6-57bp) in cp genome sequences of 11 P. ginseng cultivars. Copy number variation of various TRs played major role in InDel polymorphism. Three of four cultivar-unique polymorphic InDel regions were derived from copy number variations among cultivars. One InDel at intergenic regions of rps16-trnUUG derived from copy number variance of two kinds of TRs, 13 bp and 33 bp TRs, was identified in one Korean inbred cultivar ‘Sunhyang’ and P. quinquefolius. PCR analysis for the target with pgcp097f2*r showed the expected band size differences, with unique bands in ginseng cultivar Sunhyang and P. quinquifolius (Fig 4A and 4B). A 13-bp TR-based InDel marker, 139f*r2, derived from rpl32-trnUAG clearly distinguished Chunpoong from other ginseng cultivars (Tables 2 and 3). The 57-bp TR-based InDel marker pgycf1f*r derived from the ycf1 gene clearly distinguished Chunpoong and Hwangsook from other P. ginseng Korean cultivars as well as P. quinquefolius (Fig 5A). Meanwhile, one 59-bp unique inserted sequence was identified at trnUUC-trnGGU in cultivar Sunhyang among all 14 accessions (Fig 5B).

thumbnail
Fig 4. Validation of copy number variation (CNV) of TRs in rps16 ~ trnUUG region.

(A) Schematic diagram of CNV of TR units among 11 P. ginseng cultivars and P. quinquefolius. Arrowheads and polygons indicate TR units of 13 bp and 33 bp, respectively. P. ginseng cv. SH and P. ginseng other cvs. indicate cultivar Sunhyang and the remaining 11 accessions listed in Table 1 and P. quinquefolius. (B) PCR analysis of CNV regions using 097f2*r primer set in 11 P. ginseng cultivars and P. quinquefolius. Abbreviated cultivar names (defined in Table 1) are denoted on the gel. PQ and M denote P. quinquefolius and 100-bp DNA ladder, respectively.

https://doi.org/10.1371/journal.pone.0117159.g004

thumbnail
Fig 5. Validation of SNP and InDel polymorphic sites.

(A, B) PCR analysis of InDel regions in ycf1 (A) using primer set pgycf1 and trnUUC-trnGGU (B) using primer set pgcp137 (Table 3). (C) SNP analysis using dCAPS primers, pgcpd02, designed for the SNP site in the rpoC2 gene (Table 3). ScaI digestion of the amplicon produced a digested fragment except in GU and CS. (D) SNP analysis with dCAPS primers, pgcpd01, designed for the SNP site in rpoC1 gene (Table 3). XbaI digestion of the amplicon produced a digested fragment except in ChP and PQ. Abbreviated cultivar names (defined in Table 1) are denoted on the gels. PQ and M denote P. quinquefolius and 100-bp DNA ladder, respectively.

https://doi.org/10.1371/journal.pone.0117159.g005

We could differentiate some of SNPs using high resolution melting analysis. However, we also designed dCAPS markers for the SNP regions if any restriction enzyme sites were available for the clear validation of the SNP genotype. One SNP in rpoC2 was unique to Gumpoong and Cheongsun among the other cultivars, and the SNP was detectable using dCAPS markers (Fig 5C). One SNP found in the rpoC1 exon region was detectable by dCAPS marker and revealed as unique in the cp genome of Chunpoong (Table 2, Fig 5D). We inspected 3~20 individuals for each cultivar and most cultivar-unique bands showed the same genotype for individuals in same cultivar (Fig 6, S2S5 Figs), indicating that the markers were valuable for cultivar authentication.

thumbnail
Fig 6. Application of ChP-specific marker, pgcp139f*r2, to individuals of each ginseng cultivar.

A total of 72 individuals from 11 P. ginseng cultivars and P. quinquefolius (5~20 individuals for each cultivar) were analyzed using PCR marker pgcp139f*r2 and represented eight individuals for ChP and two to seven for the other cultivars. Amplified DNA fragments were separated by capillary electrophoresis using a Fragment analyzer. Abbreviated cultivar names (defined in Table 1) are given above the lanes. PQ and M indicate P. quinquefolius and DNA size marker, respectively.

https://doi.org/10.1371/journal.pone.0117159.g006

Discussion

Complete cp genome and nrDNA sequences derived from low-coverage whole-genome NGS data

The application of low coverage NGS data for genome-wide SNP genotyping is usually based on the use of reference genome sequence [22,23]. However, those studies generally do not focus on cp genomes and nrDNA because of their repetitive nature. Here we used low coverage NGS data to obtain complete cp genomes and nrDNA sequences of various P. ginseng accessions based on de novo assembly using low coverage WGS. We successfully obtained the complete sequences of cp and nrDNAs from 11 ginseng cultivars using 0.1X ~ 0.3X low coverage NGS reads. The initial contig numbers for the 11 cultivars varied from 2 ~ 6 to cover the complete cp genome. However, the breakpoints were common among different cultivars, indicating that our assembly method can be efficiently utilized for obtaining the complete cp genome from large numbers of samples.

SNPs and InDels at the inter- and intra-species level for Panax

The chloroplast genome and nrDNA are highly conserved within species, and nucleotide substitutions in those sequences have been used to examine plant evolution and genome differentiation between species [11,24]. Therefore, cp genome and nrDNA are useful targets for DNA barcoding to authenticate taxon. Within the cp genome, the matK and rbcL genes are main barcoding sites for land plants [25]. In addition, some coding regions including rpoC2, rpoC1, ycf1 have been identified as hotspot regions for variation [26,27]. We also investigated sequence variation between P. ginseng and its most closely related species, P. quinquefolius (Accession no. KM088018) [11]. We identified 137 SNPs and 39 InDels from complete cp genome sequences and eight SNPs and two InDels from 45S nrDNA. Eight of the 11 core-barcoding sites described previously [25] were also polymorphic between the two Panax species.

Although intra-species polymorphism is rare in the barcoding sites, we were able to detect some valuable and unique polymorphic markers to authenticate ginseng cultivars. We identified six SNPs and six InDels in the complete cp genome sequences of ginseng at the intra-species level. Among the 12, seven were derived from genic regions and five were in intergenic regions. We also found five SNPs at two genic and three intergenic regions in the complete 45S nrDNAs. The three Chinese P. ginseng collections did not show unique differences compared to Korean accessions, indicating that the 12 polymorphic sites represent most of the intra-species polymorphism in P. ginseng.

Hotspot polymorphic sites in the cp genome of Panax species

Copy number variation of TRs distributed in cp genomes is the main source of diversity at the intra- and inter species level. The largest amount of variation was in the ycf1 gene, reflecting copy number variation of a 57-bp TR among P. ginseng cultivars as well as the related species P. quinquefolius (Fig 5A). Chunpoong and Hwangsook had three copies, while the remaining seven cultivars of P. ginseng had four copies and P. quinquefolius had two copies. Overall, the copy number variation of this 57-bp TR is a major contributor to the variation in cp genome size among P. ginseng cultivars and Panax species.

A second region of diversity was found in the intergenic spacer between rp132 and trnUAG. In particular, cultivar Chunpoong had three copies of a 7-bp TR (ACCTATT), while other Panax accessions had two copies of it (Table 2). The polymorphism derived from copy numbers of 7-bp TR was unique only to Chunpoong among all the P. ginseng cultivars and P. quinquifolius individuals (Fig 6), which indicates that this is a valuable authentication marker for the cultivar Chunpoong. The third highly polymorphic area was in rps16-trnUUG, which showed intra- and inter-species polymorphism based on copy number variation of two different TRs among P. ginseng cultivars and with P. quinquefolius. Sunhyang had two copies of a 13-bp TR unit, while the others including P. quinquefolius had only one copy of that TR. Copy number variation of a 33-bp TR was detected between P. ginseng and P. quinquefolius (Fig 4A).

Development of molecular markers for authentication of ginseng cultivars

Cp-genome derived markers are convenient and reliable for authentication of plant species because the cp DNA is high copy and resistant to mechanical breakdown due to its small and stable circular form compared to nuclear DNA. In P. ginseng, the recently duplicated allotetraploid nuclear genome structure makes it difficult to detect polymorphic SSR markers derived from the nuclear genome [11,28,29]. In this study, we were able to develop cp-derived cultivar-specific markers for three ginseng cultivars, Chunpoong, Sunhyang and Hwangsook. Sunhyang has the most abundant polymorphism in the cp genome; we identified five Sunhyang-unique markers, comprising two SNPs and three InDels. Chunpoong has two cultivar-unique markers, one SNP and one InDel, which could be easily identified from other cultivars and individual plants (Figs 5A and 6). Hwangsook has one cultivar-specific SNP (Table 2), and Sunpoong has one cultivar-specific SNP derived from 45S nrDNA. Gumpoong, Gopoong, and Cheongsun can be differentiated from each other based on a combination of polymorphic sites derived from cp genome and nrDNA, although Gumpoong and Cheongsun have identical cp genomes. Overall, whereas Yunpoong, Sunun, Sunone and Jakyung were identical for both cp genomes and 45S nrDNAs (Table 2), the other eight cultivars can be authenticated using one or a few marker combinations in 17 polymorphic sites. These markers will be valuable to authenticate cultivars using fresh tissues or even with processed root products. We previously described a six SSR marker-derived authentication system for nine registered ginseng cultivars; Yunpoong, Sunone and Sunun could be authenticated using these nuclear SSR markers [28,30] as a backup for authentication based on the cp-derived markers developed in this study.

Taken together, we report 17 high-value polymorphic sites showing intra-species level sequence variation in the cp genome and nrDNA of P. ginseng (Table 2). The polymorphisms found in this study can be used to elucidate evolutionary history such as the origin of Panax species or accessions at the inter- and intra-species level. Furthermore, the polymorphic sites promote practical applications for molecular analysis to protect ginseng cultivars and the ginseng industry. Breeding new cultivars takes a long time due to the long life-cycle of P. ginseng [2]. These markers will contribute to maintain the purity of each cultivar by protection against unintentional contamination and thus promote the high-value ginseng industry.

Supporting Information

S1 Fig. Comparison of cp genome sequences of P. ginseng cultivars.

Complete cp genomes of 11 P. ginseng cultivars generated in this study and cp genomes of P. ginseng (Accession no. NC_006290) and P. quinquefolius (Accession no. KM088018) were used for comparison. Genic regions were identified using the DOGMA program (http://dogma.ccbb.utexas.edu/) and the comparative map was prepared using mVISTA (http://genome.lbl.gov/vista/mvista/submit.shtml). Blue block, conserved gene; Sky-blue block, tRNA and rRNA; Red block, intergenic region. The ycf1 gene region was identified as a hot spot for chloroplast sequence divergence.

https://doi.org/10.1371/journal.pone.0117159.s001

(DOCX)

S2 Fig. Classification of individuals of 12 cultivars based on SNP in the rpoC1 gene.

The SNP site was analyzed by dCAPS primers, pgcpd01, designed for the SNP site in rpoC1 (Table 3). More than three individual plants for each P. ginseng cultivar were analyzed and XbaI digestion revealed unique patterns for ChP and PQ plants. Size difference of fragments was confirmed by 3% agarose gel electrophoresis (A) and by capillary electrophoresis using a Fragment analyzer (B). Red arrowheads indicate undigested fragments in ChP and PQ plants. Abbreviated cultivar names (defined in Table 1) are above the gels. PQ and M denote P. quinquefolius and DNA size markers, respectively.

https://doi.org/10.1371/journal.pone.0117159.s002

(DOCX)

S3 Fig. Classification of individuals of 12 cultivars based on InDel regions in trnUUC-trnGGU.

Three individual plants were analyzed for each cultivar using primer set pgcp137 (Table 3). Red arrowhead indicates amplicons in SH, which were longer by a 59-bp insertion in the trnUUC-trnGGU region compared to the other cultivars. Abbreviated cultivar names (defined in Table 1) are above the gels. PQ and M denote P. quinquefolius and DNA size markers, respectively.

https://doi.org/10.1371/journal.pone.0117159.s003

(DOCX)

S4 Fig. Classification of individuals of 12 cultivars based on InDel regions in ycf1 gene.

More than nine plants were analyzed for each cultivar using primer set pgycf1 (Table 3). Red arrowheads indicate amplicons in ChP (C) and HS (H), which were smaller by a 57-bp deletion in the ycf1 gene compared to the other cultivars. O denotes cultivars other than ChP and HS. M indicates DNA size markers.

https://doi.org/10.1371/journal.pone.0117159.s004

(DOCX)

S5 Fig. Classification of cultivars based on SNP in the rpoC2 gene.

dCAPS primers, pgcpd02, designed for the SNP site in the rpoC2 gene (Table 3) were applied to more than three individual plants of each P. ginseng cultivar. Red arrowhead indicates ScaI-digested fragments in GU and GS plants.

https://doi.org/10.1371/journal.pone.0117159.s005

(DOCX)

Acknowledgments

We thank all members in Laboratory of Functional Crop Genomics and Biotechnology, Seoul National University and in Phyzen Genomics Institute for their technical assistance.

Author Contributions

Conceived and designed the experiments: KK TJY. Performed the experiments: KK HOL HJJ NHK HSP. Analyzed the data: KK JL. Wrote the paper: KK SCL TJY.

References

  1. 1. Wen J, Plunkett GM, Mitchell AD, Wagstaff Sj (2001) The evolution of Araliaceae: A phylogenetic analysis based on ITS sequences of nuclear ribosomal DNA. Syst. Bot 26: 144–167.
  2. 2. Choi KT, Kim YT, Kwon WS (1992) Present status in development of new ginseng varieties. J Ginseng Res 16: 164–168.
  3. 3. Lee JS, Lee SS, Lee JS, Ahn IO (2008) Effect of seed size and cultivars on the ratio of seed coat dehiscence and seedling performance in Panax ginseng. J Ginseng Res 32: 257–263.
  4. 4. Ahn IO, Lee SS, Lee JH, Lee MJ, Jo BG (2008) Comparison of ginsenoside contents and pattern similarity between root parts of new cultivars in Panax ginseng C.A. Meyer. J Ginseng Res 32: 15–18.
  5. 5. Kwon WS, Lee MG, Lee JH (2001) Characteristics of flowering and fruiting in new varieties and lines of Panax ginseng C.A. Meyer. J Ginseng Res 25: 41–44.
  6. 6. Dickison WC, Weitzman AL (1996) Comparative anatomy of the young stem, node and leaf of Bonnetiaceae, including observations on a foliar endodermis. Am J Bot 83: 405–418.
  7. 7. Hollingsworth ML, Clark AA, Forest LL, Richardson J, Pennington RT, Long DG, et al. (2009) Selecting barcoding loci for plants: Evaluation of seven candidate loci with species-level sampling in three divergent groups of land plants. Mol Ecol Resour 9: 439–457. pmid:21564673
  8. 8. Yokota Y, Sasai Y, Tanaka K, Fugiwara T, Tsuchida K, et al. (1989) Molecular characterization of a functional cDNA for rat substance P receptor. J Biol Chem 264: 17649–17652. pmid:2478537
  9. 9. Wicke S, Costa A, Muñoz J & Dietmar Q (2011) Restless 5S: The re-arrangement(s) and evolution of the nuclear ribosomal DNA in land plants. Mol Phyl Evol 61: 321–332. pmid:21757016
  10. 10. Álvarez I, Wendel JF (2003) Ribosomal ITS sequences and plant phylogenetic inference. Mol Phylogenet Evol 29: 417–434. pmid:14615184
  11. 11. Kim JH, Jung JY, Choi HI, Kim NH, Park JY, Lee Y, et al. (2013) Diversity and evolution of major Panax species revealed by scanning the entire chloroplast intergenic spacer sequences. Genet. Resour Crop Evol 60: 413–425.
  12. 12. Jung JY, Kim KH, Yang KW, Bang KH, Yang TJ (2014) Practical application of DNA markers for high-throughput authentication of Panax ginseng and Panax quinquefolius from commercial ginseng products. J Ginseng Res 38: 123–129. pmid:24748836
  13. 13. Kim OT, Bang KH, In DS, Lee JW, Kim YC, Shin YS, et al. (2007) Molecular authentication of ginseng cultivars by comparison of internal transcribed spacer and 5.8S rDNA sequences. Plant Biotechnol Rep 1: 163–167.
  14. 14. Park MJ, Kim MK, In JG, Yang DC (2006) Molecular identification of Korean ginseng by amplification refractory mutation system-PCR. Food Res Int 39: 568–574.
  15. 15. Cho KS, Yang TJ, Hong SY, Kwon YS, Woo JG, Park HG (2006) Determination of cytoplasmic male sterile factors in onion plants (Allium cepa L.) using PCR-RFLP and SNP markers. Mol Cells 21: 411–417. pmid:16819305
  16. 16. Nikiforova SV, Cavalieri D, Velasco R, Goremykin V (2013) Phylogenetic analysis of 47 chloroplast genomes clarifies the contribution of wild species to the domesticated apple maternal line. Mol Biol Evol 30: 1751–1760. pmid:23676769
  17. 17. Allen GC, Flores-Vergara MA, Krasynanski S, Kumar S, Thompson WF (2006) A modified protocol for rapid DNA isolation from plant tissues using cetyltrimethylammonium bromide. Nat Protoc 1: 2320–2325. pmid:17406474
  18. 18. Kurtz S, Phillippy A, Delcher AL, Smoot M, Shumway M, Antonescu C, et al. (2004) Versatile and open software for comparing large genomes. Genome Biol 5: R12. pmid:14759262
  19. 19. Wyman SK, Jansen RK, Boore JL (2004) Automatic annotation of organellar genomes with DOGMA. Bioinformatics 22: 3252–3255.
  20. 20. Lohse M, Drechsel O, Bock R. (2007) Organellar Genome DRAW (OGDRAW). A tool for the easy generation of high-quality custom graphical maps of plastid and mitochondrial genomes. Curr Genet 52: 267–274. pmid:17957369
  21. 21. Kim KJ, Lee HL (2004) Complete chloroplast genome sequences from Korean ginseng (Panax schinseng Nees) and comparative analysis of sequence evolution among 17 vascular plants. DNA Res 11: 247–261. pmid:15500250
  22. 22. You FM, Huo N, Deal KR, Gu YQ, Luo MC, McGuire PE, et al. (2011) Annotation-based genome-wide SNP discovery in the large and complex Aegilops tauschii genome using next-generation sequencing without a reference genome sequence. BMC Genomics. 12: 59. pmid:21266061
  23. 23. Xu X, Liu X, Ge S, Jensen JD, Hu F, Li X, et al. (2012) Resequencing 50 accessions of cultivated and wild rice yields markers for identifying agronomically important genes. Nat Biotechnol 30:105–111. pmid:22158310
  24. 24. Wolfe KH, Li WH, Sharp PM (1987) Rates of nucleotide substitution vary greatly among plant mitochondrial, chloroplast, and nuclear DNAs. Proc Natl Acad Sci USA 84: 9054–9058. pmid:3480529
  25. 25. Hollingsworth PM, Graham SW, Little DP (2011) Choosing and using a plant DNA barcode. PLoS One 6: e19254. pmid:21637336
  26. 26. Downie SR, Katz-Downie DS, Cho KJ (1996) Phylogenetic analysis of Apiaceae subfamily Apioideae using nucleotide sequences from the chloroplast rpoC1 intron. Mol Phylogenetic Evol 6: 1–18.
  27. 27. Drescher A, Ruf S, Calsa T Jr, Carrer H, Bock R (2000) The two largest chloroplast genome-encoded open reading frames of higher plants are essential genes. Plant J 22: 97–104. pmid:10792825
  28. 28. Kim NH, Choi HI, Kim KH, Jang WJ, Yang TJ (2014) Evidence of genome duplication revealed by sequence analysis of multi-loci expressed sequence tag—simple sequence repeat bands in Panax ginseng Meyer. J Ginseng Res 38: 130–135. pmid:24748837
  29. 29. Choi HI, Waminal NE, Park HM, Kim NH, Choi BS, Park M, et al. (2014) Major repeat components covering one-third of the ginseng (Panax ginseng C.A. Meyer) genome and evidence for allotetraploidy. Plant J 77: 906–916. pmid:24456463
  30. 30. Kim NH, Choi HI, Ahn IO, Yang TJ (2012) EST-SSR marker sets for practical authentication of all nine registered ginseng cultivars in Korea, J Ginseng Res 36: 298–307. pmid:23717131