• 한국자원식물학회:학술대회논문집
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• 한국자원식물학회 2010년도 정기총회 및 추계학술발표회
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• pp.11-11
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• 2010

The Korean ginseng, Panax ginseng C. A. Meyer is a popular medicinal herb in Araliaceae. Genetic map in crops provides valuable information for breeding, genetic and genomic researches. However, little information is available for construction of genetic map in ginseng. Up to now, we have produced large amounts of expressed sequence tags (ESTs) from four ginseng cultivars (37Mb, 49Mb, 39Mb, 47Mb from Gopoong, Gumpoong, Chunpoong and Yunpoong respectively using pyrosequencing technique and 5Mb from normalized full-length cDNA library of Chunpoong) to obtain comprehensive information of gene expression, and constructed EST database including ESTs from public database. Till now, we designed 261 SSR primer sets using EST sequences and identified 106 intergenic polymorphic markers. And 44 of the 106 showed polymorphisms among panax ginseng cultivars. Among 44 markers, 27 SSR polymorphic markers were inspected to 51 $F_2$ population from Yunpoong x Chunpoong, which showed good at the fitness of Mendellian segregation ratio 1:2:1. To enrich the number of markers, and thus construct high resolution genetic map which can be used as frame map for further genome sequencing. we are planning to develop large scale EST-derived SNP markers which are available in the F2 population. This study provides genetic information as well as foundation for ginseng researches such as genetics, genomics, breeding, and the final goal for whole genome sequencing. This study was supported by Technology Development Program for Agriculture and Forestry, Ministry for Food, Agriculture, Forestry and Fisheries, Republic of Korea (Grant No. 609001-051SB210).

• 한국자원식물학회:학술대회논문집
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• 한국자원식물학회 2020년도 춘계학술대회
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• pp.46-46
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• 2020

Finger millet is more nutritious than other and millets and widely cultivate in tropical regions of the world. Furthermore, it is more tolerant against biotic and abiotic stresses such as pest, drought and salt. For this reason, finger millet is one of the putative crops to introduce and cultivate on reclaimed land and prepare the global climate exchange in Korea. In present study, genetic diversity and structure of different populations of finger millet from Africa and South Asia was examined at molecular level using newly developed EST-Simple Sequence Repeat (EST-SSR) markers. In total, 46 primers produced 292 alleles in a size range of 100-500 bp and mean Polymorphism Information Content (PIC) and Marker Index (MI) were 0.372 and 1.04, respectively. 46 primers showed polymorphism and 21 primers were identified as having a PIC value above 0.5. Principal coordinates analysis and the dendrogram constructed out of combined data of both markers showed grouping of finger millet accessions to their respective area of collection. The 156 accessions were more classified into four groups, such as three groups of Africa collection and one group of Asia. Results of present study can be useful in identifying diverse accessions and management of this plant resource. Moreover, the novel SSR markers developed can be utilized for various genetic analyses in this species in future.

• 한국자원식물학회:학술대회논문집
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• 한국자원식물학회 2020년도 춘계학술대회
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• pp.47-47
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• 2020

The Korean National Agrobiodiversity Center holds the more than 1300 accessions of proso millet, but a large portion of accessions are landrace of Korea that has very similar traits. To comprehend the maximum genetic diversity of this crop, a core collection with minimum number of accessions will facilitate easy access to genetic material. Here we assessed the genetic diversity and population structure in a germplasm collection of 830 accessions by employing EST-SSR markers and morphological traits. A total of 107 alleles were detected with an average allele number of 4.9 per locus among the 830 accessions based on 37 EST-SSR markers. The number of alleles per locus ranged from 2 to 7. Polymorphism information content and expected heterozygosity ranged from 0.06 to 0.68 (mean = 0.21) and 0.06 to 0.73 (mean = 0.23), respectively. The germplasm collection was separated into two groups based on population structure analysis, whereas principal coordinate analysis (PCoA) could not cluster accessions according to their geographic origin. Subsequently, a preliminarily developed core collection with a total of 141 accessions (17%) was selected from the whole set of germplasm by combining allelic variations of EST-SSR markers and eight different phenotypic traits. The core collection optimally represented the whole germplasm collection and displayed a similar level of PCoA value and genetic variation from the initial collection. The results obtained here provide a primary resource for further genetic analysis and establish a reference for further development of appropriate genetic breeding strategies.

• 원예과학기술지
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• 제31권6호
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• pp.782-789
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• 2013

당근(Daucus carota L. var. sativa)은 세계적으로 널리 이용되는 작물 중 이며, 영양학적으로도 중요한 작물이다. 하지만, 종자 표피세포에서 생성되는 종자모는 발아를 억제하고 흡수를 저해하여 육묘에 어려움을 야기한다. 이러한 어려움을 타파하기 위해 당근 종자는 기계적인 제모작업을 거쳐 상품화 되고 있다. 이 과정에서 생산상의 여러 가지 단점들이 발생하며, 이를 보완하기 위해 단모종자 당근 품종의 육종이 필요하다. 따라서 본 연구는 단모종자 표현형 CT-ATR 615 OP 666-13개체와 장모종자 표현형 CT-ATR 615 OP 671-9개체 및 단모종자 표현형 CT-SMR 616 OP 659-1 개체와 장모종자 표현형 CT-SMR 616 OP 677-14개체 등 두 조합의 종자 cDNA library를 작성 후 EST 염기서열의 비교분석을 통해 당근 종자모 형질관련 연구에 이용하고자 하였다. 첫째로 EST 염기서열의 BlastX 결과를 바탕으로 각각의 EST를 FunCat 기능별 category로 분류하였다. 그 결과 Metabolism category와 protein folding 및 stabilization, protein binding, C-compound binding category에서 2조합 모두 동일한 유의적인 차이를 확인하였다. 두 번째로 EST 염기서열의 GO data를 바탕으로 seed trichome differentiation 및 cellulose biosynthetic process에 관련된 EST를 선발하였다. 이러한 FunCat category에서의 차이점과 GO data 분석을 통해 확인된 후보 EST 들이 당근 종자모 형성에 많은 영향을 미치는 것으로 생각된다. 마지막으로 분석된 개체 별 EST 염기서열을 바탕으로 33개의 SNP site, 741개의 SSR site를 확인하였다. 확인된 SNP 및 SSR site는 당근 종자모 형성에 관련된 분자마커 개발에 이용할 수 있음은 물론 당근의 여러 형질에 대한 연구에 활용 가능할 것으로 기대된다.

• 원예과학기술지
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• 제28권6호
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• pp.1025-1038
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• 2010

당근($Daucus$ $carota$ L. var. $sativa$)은 세계적으로 널리 이용되는 작물 중 하나이다. 또한 Vitamin A의 전구체인 ${\beta}$-carotene의 함량이 높아 영양적으로도 주요한 작물이다. 하지만 종자 표피세포에서 생성되는 종자모는 종자발아시 흡수를 저해하며 발아를 억제하여 기계적인 제모작업을 거쳐 상품화되고 있다. 이러한 과정에서 발생하는 여러가지 단점을 보완하기 위해 무모종자 당근 품종의 육종이 필요하다. 따라서 본 연구는 단모종자 표현형 CT-ATR615 OP 666-13 개체와 control 유모종자 표현형 CR-ATR615 OP-CK1-9개체의 종자 cDNA library를 작성하여 EST sequence비교를 통해 표현형의 차이에 따라 종자모 형성에 관련하여 발현양상을 비교 분석하였다. BlastX 결과를 바탕으로 개체간 동일한 결과를 제외한 EST sequence를 각각 FunCat 기능별 category로 분류하였다. Metabolism category에서 단모종자 표현형 개체가 오히려 유모종자 표현형 개체보다 높은 발현량을 보이는 것을 확인하였으며, 단모 및 장모종자 개체간의 protein folding and stabilization, subcellular localization category에서 나타난 뚜렷한 발현량 차이는 종자모 형성에 많은 영향을 미치는 것으로 예측되었다. 또한 분석된 EST sequece를 바탕으로 개체별로 각각 50개 및 59개의 SSR site를 확인하였으며, 각각 2개씩의 SNP site를 확인하였다. 이들 SSR 및 SNP site의 primer 작성하여 마커로 개발하였으며, 이를 종자모 형성에 관련된 분자마커 개발에 이용하는 것은 물론 당근의 계통 분류 및 여러가지 형질 관련 분자 마커 연구에 활용 가능할 것으로 기대된다.

• 원예과학기술지
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• 제33권1호
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• pp.93-105
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• 2015

본 연구는 수박의 EST-SSR 마커를 이용하여, 네 개의 주요 박과(Cucurbitaceae) 작물인 수박, 호박, 오이, 멜론의 유연 관계를 분석하고 마커의 타 박과 작물에 활용 가능성을 알아보기 위해 수행되었다. Cucurbit Genomics Initiative(ICuGI) database로부터 선발된 120 EST-SSR 프라이머 중 51(49.17%)가 PCR이 성공하였고, 49(40.8%)가 8개 박과 유전자원에서 다형성을 보였다. 총 24개 박과 유전자원을 24개 EST-SSR 프라이머로 분석한 결과 총 382개 대립유전자 특이적 PCR 밴드를 얻었으며, 이를 토대로 짝유사행렬과 계통도를 작성하였다. 짝유사행렬의 범위는 0.01-0.85였으며, 작성된 계통도에서 24개 유전자원이 두 개의 주요그룹(Clade I, II)으로 분류되었다. Clade I은 다시 수박으로 구성된 하위집단 I-1[I-1a, I-1b-2: 각 1개와 2수박 야생종(Citrullus lanatus var. citroides Mats. & Nakai)으로 구성, I-1b-1: 6개수박 재배종(Citrullus lanatus var. vulgaris Schrad.)로 구성]과 멜론과 오이로 구성된 하위집단I-2[I-2a-1: 4개 멜론 재배종(Cucumis melo var. cantalupensis Naudin.), I-2a-2: 2개 참외 재배종(Cucumis melo var. conomon Makino.), I-2b: 5개 오이 재배종(Cucumis sativus L.)]로 분류되었다. 호박으로 구성된 Clade II는 다시 Cucurbita moschata(Duch. ex Lam.) Duch. & Poir와 Cucurbita maxima Duch.로 구성된 하위집단 II-1과 Cucurbita pepo L.과 Cucurbita ficifolia Bouche로 구성된 하위집단 II-2로 나누어졌다. 이러한 결과는 기존의 종명법에 따른 분류와 일치하며, 따라서 수박 EST-SSR 마커를 이용한 타 박과 작물의 비교 유전체 등 연구분야에 적용 가능성을 확인하였다.

• 식물분류학회지
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• 제50권1호
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• pp.22-26
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• 2020

Chrysosplenium aureobracteatum Y. I. Kim & Y. D. Kim (Saxifragaceae) is a recently described endemic species growing in the central part of the Korean peninsula. It requires constant monitoring for conservation due to its limited distributions. There is also a need for molecular markers for proper assessments of the genetic differentiation of C. aureobracteatum from species morphologically similar to it. In this study, we developed microsatellite markers that can be used to evaluate the genetic diversity of this species, representing fundamental data with which to conserve the natural populations of the species. A total of 17 expressed sequence tag-simple sequence repeat (EST-SSR) markers were developed by the Illumina pair-end sequencing of the transcriptomes of C. aureobracteatum. These markers were successfully applied to populations of C. aureobracteatum and to its most closely related species, C. barbatum, revealing high polymorphism in both species. The EST-SSR markers developed in this study were proven to be useful not only to monitor the population genetic structure of C. aureobracteatum for conservation purposes but also to study the genetic delimitation of the species from species closely related to it.

• Genomics & Informatics
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• 제9권4호
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• pp.189-193
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• 2011

Simple sequence repeats (SSRs) are ubiquitous short tandem duplications found within eukaryotic genomes. Their length variability and abundance throughout the genome has led them to be widely used as molecular markers for crop-breeding programs, facilitating the use of marker-assisted selection as well as estimation of genetic population structure. Here, we report a software application, "SSR-Primer Generator " for SSR discovery, SSR-primer design, and homology-based search of in silico amplicons from a DNA sequence dataset. On submission of multiple FASTA-format DNA sequences, those analyses are batch processed in a Java runtime environment (JRE) platform, in a pipeline, and the resulting data are visualized in HTML tabular format. This application will be a useful tool for reducing the time and costs associated with the development and application of SSR markers.

• 한국자원식물학회:학술대회논문집
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• 한국자원식물학회 2019년도 춘계학술대회
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• pp.61-61
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• 2019

In any crop breeding program Selection and use of genetically diverse genotypes to develop cultivars with a broad genetic base is important. Molecular markers play a major role in selecting diverse genotypes. Molecular breeding programs of the crop can be made more efficient by use of molecular markers. The present study was done with an aim of analyzing genetic diversity and the population structure in 24 accessions of sunflower (Helianthus annus L.) from Kenya genetic diversity using 35 EST-SSR and gSSR primers.Out of the 35 markers 3 were not polymorphic as they indicated Polymorphic Information content( PIC) of value 0.00 and so the data analysis was done using 32 markers . The 32 set of markers used produced 29 alleles ranging from 2 to 7with a mean of 3.0 alleles per locus.The average value of polymorphic information contents(PIC) were 0.3 .Genetic diversity analysis using these markers revealed 3 major clusters. This result could be useful for designing strategies to make elite hybrid and inbreeding of crossing block for breeding and future molecular breeding programs to make elite variety.

• 한국자원식물학회:학술대회논문집
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• 한국자원식물학회 2018년도 춘계학술발표회
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• pp.105-105
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• 2018

Finger millet, Eleusine coracana Gaertn., is more nutritious than other cereals and millets and widely cultivate in tropical regions of the world. However, status of its genetic diversity remained concealed due to lack of research work in this species. In recent years, microsatellites have become the most used markers for studying population genetic diversity. In present study, genetic diversity and structure of different populations of finger millet from Africa and South Asia was examined at molecular level using newly developed EST-Simple Sequence Repeat (EST-SSR) markers using a total of 1,927 ESTs of Eleusine coracana available in the NCBI database. In total, 46 primers produced 292 alleles in a size range of 100-500 bp and mean Polymorphism Information Content (PIC) and Marker Index (MI) were 0.372 and 1.04, respectively. 46 primers showed polymorphism and 21 primers were identified as having a PIC value above 0.5. Principal coordinates analysis and the dendrogram constructed out of combined data of both markers showed grouping of finger millet accessions to their respective area of collection. The 156 accessions was classified into four groups, such as three groups of Africa collection and one group of Asia. Results of present study can be useful in identifying diverse accessions and management of this plant resource. Moreover, the novel SSR markers developed can be utilized for various genetic analyses in this species in future.