Background : Adenophora triphylla var. japonica (Regel) H. Hara shows vegetative growth by radical leaf until 1 year after sowing and shows reproductive growth during the second year and there is a characteristic of bolting by turning into cauline leaf. In addition, the phenotypes of plants varies even though they are belonging to the same species. For this reason, there is a limit for the classification of the species by the method of visual examination. Methods and Results : Simple sequence repeat (SSR) markers were developed based on the genomic sequence of A. triphylla using next generation sequencing to prepare the basis of molecular breeding and analyze the genetic diversity. Ninety-five primer sets including tri-, tetra- and penta-nucleotide motif types were randomly selected and they were applied to mixed genomic DNA and finally 39 primer sets showing from two to four bands were selected and used for genetic relationship analysis. Conclusions : Using the next generation sequencing, 39 polymorphic SSR markers were developed.

Background : Mulberry (Morus alba L.), renowned for their medicine benefits and the leave as the sole food for silkworm (Bombyx mori). To understanding the molecular mechanism of color formation and nutritive value in different mulberry fruit varieties, we use high-throughput transcriptome sequencing technique to investigated the anthocyanin and betulinic biosynthesis pathway related functional genes. In addition, the total antosyanin and betuinic acid contend were also measured. Methods and Results : The resulting cDNA library was then sequenced using an Illumina HiSeq™ 2000 system. The clean reads were assembled using Trinity software, Then perform gene family clustering to get final unigenes. The pH differential method was used to determine the total anthocyanin content (TAC) of methanol extract from the red and white mulberry, and High-performance liquid chromatography (HPLC) analysis was used to quantify the triterpenes content. In this study, total 50,149 unigenes with an average length of 1,125 nt and N50 equaling 1,861 nt were generated. Using these transcriptome sequecing, cDNAs encoding anthocyanin biosynthetic genes and triterpene biosynthetic genes were isolated. In addition, total anthocyanins and betulinic acid content were analyzed. A great amount of total anthocyanins (59.16 mg/g) were found in fully ripe fruit of Cheongil. Accumulation of betulin and betulinic acid were also detected in all stages of Cheongil and Turkey fruits with small amount. Conclusion : The results of transcriptome sequencing provide useful information at molecular lever in mulberry research, such as interesting gene discovering, marker assisted molecular breeding, and interesting metabolic pathway investigate. The gene expression results could help us understanding of the molecular mechanisms of different fruit color determining factor.

Background : The advancement of next-generation sequencing technology dramatically reduces the cost for sequencing and it contributes to create a new research environment that utilizes large amount of genome sequences to answer many biological questions. With this new research trend, reference genome sequences of several major crops have been released to the research community and utilized in various researches in agriculture. Coupled with molecular breeding technology, NGS based genome research will possibly allow selecting a new plant material possessing useful traits in early stage and efficiently developing a superior cultivar. Methods and Results : The objectives of this research are to collecting various genetic variations (SNPs, indels and TE mediated variations) in major and minor crops, to develop molecular markers using NGS based genomic data (resequencing, GBS, transcriptome), and to develop a visualization tools to enhance the utility of the NGS data. Currently major analysis pipelines have been developed to detect SNPs, indel and polymophic SSRs using whole genome and transcriptome data, and a pipeline for identification of MITE insertion polymorphism is under development. In addition to that, for orphan crop, we also implemented an efficient and robust method to assemble a complete chloroplast, mitochondria and 45S rDNA using low coverage whole genome data in order to develop an inter- and intra-specific molecular barcode markers. Conclusion : NGS provide a new level of researches in many crop plants. Large amount of genomic information provides an opportunity to understand domestication and genetic variations, and to develop a better crop for future.

Background : Medicinal crop has been used in the traditional Asian medicinal methods. From ancient times, various kinds of medicinal crop are being cultivated in East Aisa including Korea, China and Japan. In Korea, they used a variety of medicinal plants in folk medicine and oriental medicine since ancient times. Molecular markers can be widely used in a variety of settings such as effective-loci estimation, genetic-diversity characterization, allelic-effect studies, gene-flow studies, quantitative-trait locus (QTL) mapping, and evolutionary studies. The genetic analyses of crops require large numbers of useful molecular markers for genetic or QTL identification, comparative mapping and breeding. Studying the genetic diversity and genetic relationship of crops can assist breeders. Crop genetics within a breeding program enable the economic and effective cultivar development. We tried to develop a variety of molecular markers from Angelica gigas genomic sequences for genetic studies and breeding. Methods and Results : A. gigas resources cultivated in Republic of Korea were collected. Fresh leaves were ground with liquid nitrogen and gDNA was extracted using a DNeasy Plant Mini kit (Qiagen, Valencia, CA, USA). We sequenced the whole genomes of five A. gigas accessions using Illumina HiSeq 2500 platform and identified genomic Simple Sequence Repeat (SSR) and InDel markers. DNA amplification was conducted using the PCR system (Bio-Rad T-100 Thermal Cycler). PCR products were separated by capillary electrophoresis on the ABI 3730 DNA analyzer (Applied Biosystems) and Fragment analyzer automated CE system (Advanced Analytical Technologies, Ankeny, IA, USA). Conclusion : We developed novel SSR and InDel markers from A. gigas genomic sequences for further genetic studies and breeding.

This study aimed to evaluate changes in the TN and TP removal efficiencies, depending on whether or not a settling process is applied, in a sequencing batch reactor (SBR) process with a membrane bioreactor (MBR). Nutrient removal was considered in terms of developing an advanced water treatment system for ships in accordance with water quality standards set forth by 227(64). For these purposes, the TN and TP concentrations in the inflow and outflow water were measured to calculate the TN and TP removal efficiencies, depending on whether or not a settling process was used. Water discharged from a bathroom, which was constructed for the experiment, was used as the raw water. The experiment that included a settling process was conducted twice, and the operating conditions were: aeration for 90 min, settling for 30 min, agitation for 15 min, and settling for 15 min for one experiment; and aeration for 150 min, settling for 45 min, agitation for 15 min, and settling for 15 min in the other. Operating conditions for the experiment that did not include a settling process were: aeration for 180 min and agitation for 60 min. The concentration of the mixed liquor suspended solids (MLSS) in the reactor was 3,500 mg/L, while the aeration rate was 121 L/min and the water production rate was 1.5 L/min. For the two experiments where a settling process was applied, the average TN removal efficiencies were 44.39% and 41.05%, and the average TP removal efficiencies were 47.85% and 46.04%. For the experiment in which a settling process was not applied, the average TN removal efficiency was 65.51%, and the average TP removal efficiency was 52.51%. Although the final nutrient levels did not satisfy the water quality standards of MEPC 227(64), the TN and TP removal efficiencies were higher when a settling process was not applied.

Background : Codonopsis lanceolata is used as a natural medicine or vegetables. It originates in East Asia such as Korea, Japan and China. C. lanceolata roots contain various chemical compounds including saponins like Panax ginseng. Although C. lanceolata are cultivated in different regions of South Korea, no variety has been developed. Therefore, it is necessary to develop discriminating methods such as molecular markers in C. lanceolata species. Methods and Results : To find simple sequence repeat (SSR) markers, we sequenced C. lanceolata genomic DNA using Illumina HiSeq 2000 System. A total of 250,455 putative SSR loci were obtained, and 26,334 non-redundant primers were designed to amplify these SSRs. Di-nucleotied repeats were the most abundant SSR reapeats, accounting for 89.53% (23,578) of primer designed SSRs. Tri-nucleotide, tetra-nucleotide and penta-nucleotide accounted for 8.44% (2,223), 1.3%, (348) 0.2% (55), respectively. Tri-, tetra-, and penta-nucleotide (total of 2,626 SSRs) were investigated in silico to identify polymorphism between individuals. Consequently, 573 SSRs showed polymorphism. Forty genomic SSR markers were tested in 16 C. lanceolata plants for determination of PCR amplification and polymorphism. From these primers, 27 (67.5%) amplified products and the average polymorphism information content (PIC) value was 0.52. Conclusion : We development 27 SSR markers from C. lanceolata using NGS, and it could be used for breeding of new varieties in the future.

The biological wastewater treatment plant, which uses microbial community to remove organic matter and nutrients in wastewater, is known as its nonlinear behavior and uncertainty to operate. Therefore, operation of the biological wastewater treatment process much depends on observation and knowledge of operators. The manual inspection of human operators is essential to manage the process properly, however, it is impossible to detect a fault promptly so that the process can be exposed to improper condition not securing safe effluent quality. Among various process faults, equipment malfunction is critical to maintain normal operational state. To detect equipment faults automatically, the dynamic time warping was tested using on-line oxidation-reduction potential (ORP) and dissolved oxygen (DO) profiles in a sequencing batch reactor (SBR), which is a type of wastewater treatment process. After one cycle profiles of ORP and DO were measured and stored, they were warped to the template profiles which were prepared already and the distance result, accumulated distance (D) values were calculated. If the D values were increased significantly, some kinds of faults could be detected and an alarm could be sent to the operator. By this way, it seems to be possible to make an early detecting of process faults.

Blueberry (Vaccinium spp.) is a member of the Ericaceae and eleven varieties have been registered at the Korea Seed & Variety Service for Plant Variety Protection (PVP). This study was to develop simple sequence repeat (SSR) markers next generation sequencing (NGS) analysis and to analysis genetic relationship of blueberry 31 varieties. Highbush blueberry ‘Camellia’ and rabbiteye blueberry ‘Alapaha’ varieties were used as sequencing materials. Out of total 987 SSR primers detected between ‘Camellia’ and ‘Alapaha’, 148 SSR primers were initially applied to select SSR markers for identification of blueberry varieties. Fourteen SSR markers showed polymorphism between 8 varieties. Seven SSR markers showed reproducibility and clear peak among 14 SSR markers. Genetic relationships of 31 blueberry varieties were analyzed and identified using 7 SSR markers. A total of 30 polymorphic SSR alleles were obtained and two to seven alleles were detected for each locus with an average of 4.3 alleles per locus. Average polymorphism information content was 0.556, ranging from 0.374 to 0.714. Genetic distance of clusters ranged from 0.38 to 0.93 by unweighted pair-group method with arithmetical average based on Jaccard’s distance coefficients. These newly developed SSR markers indicate usefulness for variety identification related to seed dispute and distinctness, uniformity and stability (DUS) test for blueberry.

Pepper (Capsicum spp.) germplasm shows diverse phenotypic variations including fruit size, color, pungency, and many other horticultural traits. Traditional markers including SSR, AFLP, and RFLP have been used to construct genetic maps using biparental populations. However to assess the genetic diversity of large number of germplasm, a robust and rapid marker development and genotyping approach is needed. We used six pepper accessions including C. annuum, C. chinense, C. baccatum and C. frutescens and performed genotyping-by-sequencing (GBS). To select the most appropriate condition, eight different 2 bp selective nucleotides were used to make GBS libraries. Selective nucleotide ‘OO’ showed the largest number of reads in all samples, and 11,026 to 47,957 high-quality SNPs were called in six accessions. When C. annuum ‘CM334’ genome sequence was used as a reference, C. annuum showed the smallest number of SNPs, while C. baccatum which was known to be a different Capsicum clade showed the largest number of SNPs. Pepper core collection chosen to represent the genetic diversity of whole germplasm will be genotyped by high-density SNPs developed from GBS. We will perform genome-wide association study (GWAS) using genetic and phenotypic variation to identify the functional genetic loci controlling horticultural traits.

Molecular characterization of crops improved through biotechnology has traditionally been conducted using Southern blot analysis which has been used to determine T-DNA copy number, the presence or absence of backbone (sequence outside of the T-DNA) and to demonstrate generational stability of the T-DNA insert. The advancement of high-throughput DNA sequencing (HTS) technology allows efficient characterization of the transgene incorportated into the genome of the plant by rapidly sequencing the entire plant genome. By combining NGS (Next Generation Sequencing) technologies with bioinformatic methods that identify the T-DNA insert derived from the plasmid vector and genome-T-DNA junction sequences, it has been shown that conclusions equivalent to those of a Southern blot are readily obtained. NGS is done at sufficient coverage depth (>75x) across the entire genome. By mapping the sequence reads to the plasmid vector, and identifying the number of unique junctions, we can confirm insert number, copy number, absence of backbone, across multiple generations. With the widespread availability of NGS and steadily decreasing costs it is likely that academia and industry will fully transition to NGS-based molecular characterizations in the near future.

Although the overall structure of the chloroplast genome is generally conserved, a number of sequence variations have been identified, which are valuable for plant population and evolutionary studies. Here, we constructed a chloroplast variation map of 30 landrace rice strains of Korean origin, using the Oryza rufipogon chloroplast genome (Genbank: NC_017835) as a reference. Differential distribution of single nucleotide polymorphisms (SNPs) and indels across the rice chloroplast genome is suggestive of a region-specific variation. Population structure clustering revealed the existence of two clear subgroups (indica and japonica) and an admixture group (aus). Phylogenetic analysis of the 30 landrace rice strains and six rice chloroplast references suggested and supported independent evolution of O. sativa indica and japonica. Interestingly, two “aus” type accessions, which were thought to be indica type, shared a closer relationship with the japonica type. One hypothesis is that “Korean aus” was intentionally introduced and may have obtained japonica chloroplasts during cultivation. We also calculated the nucleotide diversity of 30 accessions and compared to six rice chloroplast references, which shown a higher diversity in the indica and aus groups than in the japonica group in lower level substitution diversity.

Chloroplast (cp) genome sequences provide a valuable source for DNA barcoding. Molecular phylogenetic studies have concentrated on DNA sequencing of conserved gene loci. However, this approach is time consuming and more difficult to implement when gene organization differs among species. Here we report the complete re-sequencing of the cp genome of Capsicum pepper (Capsicum annuum var. glabriusculum) using the Illumina platform. The total length of the cp genome is 156,817 bp with a 37.7% overall GC content. A pair of inverted repeats (IRs) of 50,284 bp were separated by a small single copy (SSC; 18,948 bp) and a large single copy (LSC; 87,446 bp). The number of cp genes in C. annuum var. glabriusculum is the same as that in other Capsicum species. Variations in the lengths of LSC, SSC and IR regions were the main contributors to the size variation in the cp genome of this species. A total of 125 simple sequence repeat (SSR) and 48 insertions or deletions variants were found by sequence alignment of Capsicum cp genome. These findings provide a foundation for further investigation of cp genome evolution in Capsicum and other higher plants.

Anthocyanin is known for positive health beneficial effects that including reduces age related oxidative stress and inflammatory responses. It was produced by vegetable crops and a lettuce is one of the crops. The general pathway of anthocyanin expression is well defined but it is not clear how environments effects on anthocyanin accumulation in a lettuce. Therefore we initiated to study interaction between anthocyanin expression and environment factors. Frist, we applied RGB leaf images in a lettuce to calculate anthocyanin areas in a leaflet with two different cultivars, different developmental stages, and different environments. Later, we attempted to capture RNA expression level with next generation sequence (NGS) RNA sequencing method called RNA-seq. As a result, combined two technologies showed that quantitate phenotypic data help to understand the gene expression of anthocyanin in lettuce cultivars.

Clubroot is a devastating disease caused by Plasmodiophora brassicae and results in severe losses of yield and quality in Brassica crops including Brassica oleracea. Therefore, it is important to identify resistance gene for CR disease and apply it to breeding of Brassica crops. In this study, we applied genotyping-by-sequencing (GBS) technique to construct high resolution genetic map and mapping of clubroot resistance (CR) genes. A total of 18,187 GBS markers were identified between two parent lines resistant and susceptible to the disease, of which 4,103 markers were genotyped in all 78 F2 plants generated from crossing of both parent lines. The markers were clustered into nine linkage groups spanning 879.9 cM, generating high resolution genetic map enough to refine reported reference genome of cabbage. In addition, through QTL analysis using 78 F2:3 progenies and mapping based on the genetic map, two and single major QTLs were identified for resistance of race 2 and race 9 of P. brassicae, respectively. These QTLs did not show collinearity with CR loci found in Chinese cabbage (Brassica rapa) but roughly overlapped with CR loci identified in cabbage for resistance to race 4. Taken together, genetic map and QTLs obtained in this study will provide valuable information to improve reference genome and clubroot resistance in cabbage.

The transcriptomes of four ginseng accessions such as Cheonryang (Korean ginseng cultivar), Yunpoong (Korean ginseng cultivar), G03080 (breeding line of Korean ginseng), and P. quinquefolius (American ginseng) was characterized. As a result of sequencing, total lengths of the reads in each sample were 156.42 Mb (Cheonryang cultivar), 161.95 Mb (Yunpoong cultivar), 165.07 Mb (G03080 breeding line), and 166.48 Mb (P. quinquefolius). Using a BLAST search against the Phytozome databases with an arbitrary expectation value of 1E-10, over 20,000 unigenes were functionally annotated and classified using DAVID software, and were found in response to external stress in the G03080 breeding line, as well as in the Cheonryang cultivar, which was associated with the ion binding term. Finally, unigenes related to transmembrane transporter activity were observed in Cheonryang and P. quinquefolius, which involves controlling osmotic pressure and turgor pressure within the cell. The expression patterns were analyzed to identify dehydrin family genes that were abundantly detected in the Cheonryang cultivar and the G03080 breeding line. In addition, the Yunpoong cultivar and P. quinquefolius accession had higher expression of heat shock proteins expressed in Ricinus communis. These results will be a valuable resource for understanding the structure and function of the ginseng transcriptomes.

GM벼 OsCK는 벼 유래의 OsCK1 유전자를 벼에 형질전환 하여 벼흰잎마름병 및 벼도열병에 대한 저항성을 높게 한벼로 농촌진흥청에서 개발하였다. 형질전환 벡터의 구성은 양쪽 border (LB, RB) 상간에 2개의 MAR 염기서열이 서로 마주보는 형태로 위치하고 있으며, 제초제 저항성 유전자 PAT는 CaMV 35S promoter에 의하여 발현이 유도되고, 목표 유전자인 choline kinase (OsCK)는 actin promoter에 의하여 발현이 조절되며 left border 기준으로 역방향으로 배치되었다. 도입유전자 확인을 위하여 adaptor ligation PCR을 수행하였는데, MAR 영역에 위치하는 제한효소로 GM벼 genomic DNA를 절단한 후 adaptor를 붙였다. 염기서열 분석을 위하여 T-DNA의 양 말단에서 primer를 제작한 후 sequence 분석을 하였다. 분석한 결과, T-DNA의 right border 인근의 MAR sequence가 벼 genome의 10번 염색체 129971번 염기와 연결되어 있음을 확인하였다. Left 영역의 삽입위치는 이후 실시한 Illumina NGS 시스템을 이용하여 확인할 수 있었으며, GM 벼에는 2개의 T-DNA가 도입되었음을 알 수 있고, 첫 번째 T-DNA는 벼 10번 염색체 BAC클론 OSJNBa0014J14의 128947번째 염기와 129970째 염기에 위치하고 벼 genome 염기 1024 bp가 결실됨을 확인하였다. 이 과정에서 첫 번째 T-DNA left border와 첫 번째 MAR sequence 일부(370 bp)가 결실되었고 right border와 두 번째 MAR 영역 199 bp가 결실되었음도 확인하였다. 두 번째 T-DNA는 right border가 결실된 형태로 첫번째 T-DNA의 35S promoter 중간에 삽입되었음을 확인하였다.