• The Korean Journal of Applied Statistics
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• v.28 no.2
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• pp.295-308
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• 2015

We have experienced a substantial improvement in and cost-drop for genotyping that enables genetic epidemiological studies with large-scale genetic data. Genome-wide association studies have identified more than ten thousand causal variants. Many statistical methods based on linear mixed models have been developed for various goals such as estimating heritability and identifying disease susceptibility locus. Empirical results also repeatedly stress the importance of linear mixed models. Therefore, we review the statistical methods related with to linear mixed models and illustrate the meaning of their estimates.

• Journal of the Korean Data and Information Science Society
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• v.25 no.5
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• pp.1025-1038
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• 2014

Linear mixed model has often been utilized for genetic association analysis with family-based samples. The correlation matrix for family-based samples is constructed with kinship coefficient and assumes that parental phenotypes are independent and the amount of correlations between parent and offspring is same as that of correlations between siblings. However, for instance, there are positive correlations between parental heights, which indicates that the assumption for correlation matrix is often violated. The statistical validity and power are affected by the appropriateness of assumed variance covariance matrix, and in this thesis, we provide the linear mixed model with flexible variance covariance matrix. Our results show that the proposed method is usually more efficient than existing approaches, and its application to genome-wide association study of body mass index illustrates the practical value in real data analysis.

• Proceedings of the Korean Society for Emotion and Sensibility Conference
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• 2009.05a
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• pp.23-26
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• 2009

한국인 최초 전체 유전체 서열(KOREF; Koreanindividualgenomesequence) 은 한국인을 위한 참조 서열로써 사용될 수 있다. 2009년 1월에 남성 한국인 유전체를 솔렉사(Solexa)를 통해 전장서열을 결정하였다. 이는 NCBI의 인간게놈프로젝트에서 생산한 게놈의 99.83%를 커버하며, 또한 NCBI게름서열의 약 20배를 커버할 정도의 유전체 서열을 결정하여 매우 높은 정확도를 가진 한국인 고유유전체이다. 한국인 유전체 서열의 분석결과 현재까지 밝혀지지 않았던 한국인 특이적인 3백만 개의 SNP를 밝혀냈다. 먼저 보고된 중국인 게놈은 한국인 게놈과 매우 가까운 민족 그룹임에도 불구하고 38%(3,186,352 SNP중에 1,217,362 SNP) 의 특이적인 차이를 나타내었으며, 또한 미토콘드리아 서열 비교를 통해서도 특이적인 다양성을 보여주는 SNP데이터를 확인 할 수 있었다. 차세대 게놈서열결정의 기술은 적은 노력과 비용으로 인간 유전체 데이터를 얻을 수 있게 되었으며, 이러한 개인유전체 데이터는 개인유전체 의학으로 가는 초석이 될 것이다.

• Journal of Plant Biotechnology
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• v.49 no.1
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• pp.30-38
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• 2022

Solanum brevicaule is one of the tuber-bearing wild Solanum species. Because of its resistance to several important pathogens infecting potatoes during cultivation, it can be used for potato breeding. However, the fact that S. brevicaule used in this study has an EBN value of two causes the sexual reproduction barriers between the species and cultivated potatoes. In this study, specific markers for discriminating S. brevicaule from other Solanum species were developed on the basis of the results of sequence alignments with the whole chloroplast genomes of S. brevicaule and seven other Solanum species. The chloroplast genome of S. brevicaule was completed by next-generation sequencing technology described in other recent studies. The total sequence length of the chloroplast genome of S. brevicaule is 155,531 bp. Its structure and gene composition are similar to those of other Solanum species. Phylogenetic analysis revealed that S. brevicaule was closely grouped with other Solanum species. BLASTN search showed that its genome sequence had 99.99% and 99.89% identity with those of S. spegazzinii (MH021562) and S. kurtzianum (MH021495), respectively. Sequence alignment identified 27 SNPs that were specific to S. brevicaule. Thus, three PCR-based CAPS markers specific to S. brevicaule were developed on the basis of these SNPs. This study will facilitate in further studies on evolutionary and breeding aspects in Solanum species.

• Journal of Platform Technology
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• v.6 no.4
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• pp.87-95
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• 2018

With the decrease of sequencing price, many national projects that analyzes 0.1 to 1 million people are now in progress. However, large portion of budget of these large projects is dedicated for construction of the cluster system or purchase servers, due to the lack of programs or systems that can handle large amounts of data simultaneously. In this study, we developed NGSOne, a client program that is easy-to-use for even biologists, and performs SNP analysis using hundreds or more of Whole Genome and Whole Exome analysis without construction of their own server or cluster environment. DRAGEN, BWA / GATK, and Isaac / Strelka2, which are representative SNP analysis tools, were selected and DRAGEN showed the best performance in terms of execution time and number of errors. Also, NGSOne can be extended for various analysis tools as well as SNP analysis tools.

• Korean Journal of Organic Agriculture
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• v.31 no.4
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• pp.395-412
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• 2023

The morphology and whole genome sequence of Hyphantria cunea nucleopolyhedrovirus W1 (HycuNPV-W1) isolated in Korea were analyzed for the use as an eco-friendly control agent against H. cunea. The HycuNPV-W1 had irregular tetrahedral polyhedra with a size of 1.5-2.2 ㎛ which is similar to that of previously reported HycuNPV isolated in Korea. As a result of whole viral genome analysis, HycuNPV-W1 was composed of 131,353 bp, which is 1,606 bp shorter than that of the previously reported HycuNPV. The G+C content was 45% and six of the homologous repeated regions were found, so there was no significant difference from the previous report. As a result of ORF analysis, HycuNPV-W1 contains total of 145 ORFs which is three ORFs less than the previous report, while two ORFs were exclusively found in HycuNPV-W1. The functions of these ORFs remains unclear and are not considered to have a significant influence on the characteristics of the HycuNPV. The genome vista analysis showed that the overall sequence identity between HycuNPV-W1 and the previously reported HycuNPV was very high. The whole genome of HycuNPV-W1 analyzed was found to be similar to those of the previously reported HycuNPV, however, it is supposed to be a novel resource in Korea with different isolate.

• Proceedings of the Korean Society of Crop Science Conference
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• 2021.10a
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• pp.167-167
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• 2021

• Journal of Convergence for Information Technology
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• v.8 no.6
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• pp.201-207
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• 2018

A genome contains all genetic information of an organism. Within a specific species, unique traits appear for each individual, which can be identified by analyzing nucleotide sequences. Many Genome-Wide Associations Studies have been carried out to find genetic associations and cause of diseases from slightly different base among the individuals. It is important to identify occurrence of slight variations for polymorphisms of individuals. In this paper, we introduce an analysis and visualization tool for specific variation pattern identification of polymorphisms in nucleotide sequences and show the validity of the tool by applying it to analyzing nucleotide sequences of subcultured pOka strain of varicella-zoster virus. The tool is expected to help efficiently explore allele frequency variations and genetic factors within a species.

• Journal of Plant Biotechnology
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• v.49 no.3
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• pp.178-186
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• 2022

The tetraploid Solanum acaule is a wild potato species from Bolivia widely used for potato breeding because of its diverse attractive traits, including resistance to frost, late blight, potato virus X, potato virus Y, potato leafroll virus, potato spindle tuber viroid, and cyst nematode. However, the introgression of useful traits into cultivated potatoes via crossing has been limited by differences in endosperm balance number between species. Somatic fusion could be used to overcome sexual reproduction barriers and the development of molecular markers is essential to select proper fusion products. The chloroplast genome of S. acaule was sequenced using next-generation sequencing technology and specific markers for S. acaule were developed by comparing the obtained sequence with those of seven other Solanum species. The total length of the chloroplast genome is 155,570 bp, and 158 genes were annotated. Structure and gene content were very similar to other Solanum species and maximum likelihood phylogenetic analysis with 12 other species belonging to the Solanaceae family revealed that S. acaule is very closely related to other Solanum species. Sequence alignment with the chloroplast genome of seven other Solanum species revealed four InDels and 79 SNPs specific to S. acaule. Based on these InDel and SNP regions, one SCAR marker and one CAPS marker were developed to discriminate S. acaule from other Solanum species. These results will aid in exploring evolutionary aspects of Solanum species and accelerating potato breeding using S. acaule.

• Proceedings of the Korean Society of Crop Science Conference
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• 2017.10a
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• pp.232-232
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• 2017