• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2010년도 추계학술발표대회
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• pp.95-98
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• 2010

최근 차세대 시퀀싱 기술의 급속한 발전에 따라 서열 정보의 해독이 비교적 쉬워지면서 개인별 맞춤의학의 실현에 대한 기대와 관심이 높아지고 있다. 각 개인의 서열 정보 사이에는 SNP (single nucleotide polymorphism), Indel, CNV (copy number variation) 등의 다양한 유전적 구조 변이가 존재하며, 이러한 서열 정보의 부분적 차이는 각 개인의 유전적 특성 및 질병 감수성 등과 밀접한 관련을 갖는다. 본 연구에서는 차세대 시퀀싱 결과로 산출되는 수많은 짧은 DNA 서열 조각인 리드 데이터를 이용한 SNP 추출 알고리즘을 제안한다. 제안된 알고리즘에서는 레퍼런스 시퀀스의 각 위치에 대한 리드 시퀀스의 매핑 정보를 기반으로 SNP 후보 영역을 추출하며, 품질 정보 등을 활용하여 에러 발생률을 최소화한다. 또한 대규모 시퀀싱 데이터와 SNP 구조 변이 데이터의 효율적인 저장/검색을 지원하는 시각적 분석 도구를 구현하여 제안된 방식의 유용성을 검증한다.

• Asian-Australasian Journal of Animal Sciences
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• 제32권3호
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• pp.320-333
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• 2019

Objective: The Shanghai Holstein cattle breed is susceptible to severe mastitis and other diseases due to the hot weather and long-term humidity in Shanghai, which is the main distribution centre for providing Holstein semen to various farms throughout China. Our objective was to determine the genetic mechanisms influencing economically important traits, especially diseases that have huge impact on the yield and quality of milk as well as reproduction. Methods: In our study, we detected the structural variations of 1,092 Shanghai Holstein cows by using next-generation sequencing. We used the DELLY software to identify deletions and insertions, cn.MOPS to identify copy-number variants (CNVs). Furthermore, we annotated these structural variations using different bioinformatics tools, such as gene ontology, cattle quantitative trait locus (QTL) database and ingenuity pathway analysis (IPA). Results: The average number of high-quality reads was 3,046,279. After filtering, a total of 16,831 deletions, 12,735 insertions and 490 CNVs were identified. The annotation results showed that these mapped genes were significantly enriched for specific biological functions, such as disease and reproduction. In addition, the enrichment results based on the cattle QTL database showed that the number of variants related to milk and reproduction was higher than the number of variants related to other traits. IPA core analysis found that the structural variations were related to reproduction, lipid metabolism, and inflammation. According to the functional analysis, structural variations were important factors affecting the variation of different traits in Shanghai Holstein cattle. Our results provide meaningful information about structural variations, which may be useful in future assessments of the associations between variations and important phenotypes in Shanghai Holstein cattle. Conclusion: Structural variations identified in this study were extremely different from those of previous studies. Many structural variations were found to be associated with mastitis and reproductive system diseases; these results are in accordance with the characteristics of the environment that Shanghai Holstein cattle experience.

• Clinical and Experimental Pediatrics
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• 제60권9호
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• pp.282-289
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• 2017

Purpose: Recent advancements in molecular techniques have greatly contributed to the discovery of genetic causes of unexplained developmental delay. Here, we describe the results of array comparative genomic hybridization (CGH) and the clinical features of 27 patients with global developmental delay. Methods: We included 27 children who fulfilled the following criteria: Korean children under 6 years with global developmental delay; children who had at least one or more physical or neurological problem other than global developmental delay; and patients in whom both array CGH and G-banded karyotyping tests were performed. Results: Fifteen male and 12 female patients with a mean age of $29.3{\pm}17.6months$ were included. The most common physical and neurological abnormalities were facial dysmorphism (n=16), epilepsy (n=7), and hypotonia (n=7). Pathogenic copy number variation results were observed in 4 patients (14.8%): 18.73 Mb dup(2)(p24.2p25.3) and 1.62 Mb del(20p13) (patient 1); 22.31 Mb dup(2) (p22.3p25.1) and 4.01 Mb dup(2)(p21p22.1) (patient 2); 12.08 Mb del(4)(q22.1q24) (patient 3); and 1.19 Mb del(1)(q21.1) (patient 4). One patient (3.7%) displayed a variant of uncertain significance. Four patients (14.8%) displayed discordance between G-banded karyotyping and array CGH results. Among patients with normal array CGH results, 4 (16%) revealed brain anomalies such as schizencephaly and hydranencephaly. One patient was diagnosed with Rett syndrome and one with $M{\ddot{o}}bius$ syndrome. Conclusion: As chromosomal microarray can elucidate the cause of previously unexplained developmental delay, it should be considered as a first-tier cytogenetic diagnostic test for children with unexplained developmental delay.

• 융합보안논문지
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• 제15권3_1호
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• pp.99-105
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• 2015

기존 SRAM 기반 PUF (physical unclonable function)는 난수 생성 및 키교환에 사용된다. SRAM에서 생성된 출력값은 일정하게 유지되어야 하나, 외부 환경에 의해 변화하는 문제가 발생된다. 본 논문은 듀얼 안티퓨즈 OTP (one time programmable) 메모리를 SRAM 기반 PUF에 채택한 새로운 구조의 D-PUF (deterministic PUF) 회로를 제안한다. 제안된 PUF 회로는 SRAM에서 한 번 생성된 출력값을 일정하게 계속 유지시켜 PUF 회로의 신뢰성을 향상시킬 수 있다. 우선, 높은 보안 수준을 갖는 안티퓨즈를 이용하여 OTP 메모리를 구성하였다. SRAM은 크로스 커플 인버터쌍의 미스매치를 이용하여 전원이 들어온 후 초기값을 임의로 생성하고 이를 출력한다. 마스킹된 출력값은 안티퓨즈 OTP ROM(read-only memory)에 난수값으로 프로그램된다. 한번 프로그램된 ROM 값은 되돌려지지도 변화하지도 않는다. 따라서, 제안된 D-PUF 회로는 SRAM의 출력값을 OTP 메모리에 저장시켜 한 번 결정된 PUF 출력값을 계속 유지시킨다. 제안된 D-PUF의 출력은 동작 전압 및 온도 변화 등과 같은 외부 환경 변수에 영향을 받지 않아 신뢰성이 향상된다. 따라서, 제안된 D-PUF는 강력한 오류 정정 코드없이 사용하더라도 안정적인 동작을 수행할 수 있다.

• Journal of Plant Biotechnology
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• 제1권1호
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• pp.46-55
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• 1999

The expressed sequence tags(ESTs) from immature seed of rice, Oryza sativa cv Milyang 23, were partially sequenced and analyzed by homology. As of 1998, the partial sequences of about 6,600 cDNA clones were analyzed from normal and normalized immature seed cDNA libraries. About 2,200 ESTs were putatively identified by BLASTX deduced amino acid sequence homology analysis. About 20% of them were putatively identified as storage proteins. Also the clones were highly homologous to genes involved particularly in starch biosynthesis, glycolysis, signal transduction and defenses. Compared to 35% of redundancy in the ESTs of normal cDNA library, that from the substracted library was 15%. The Korea Rice Genome Network is maintained to provide the updated information of sequences, their homologies and sequence alignments of ESTs. For the stable expression of transgene in rice, diverse vectors were developed for overexpression, targeting and gene dosage effect with transit peptides (Tp) and matrix attachment region (MAR) sequence from chicken lysozyme locus. The rice calli were transformed via Agrobacterium tumefaciens LBA4404(pSB1) with the triparental mating technique and selected by herbicide resistance. The green fluorescent protein(GFP) gene in expression vector under the control of rbcS promoter-Tp was overexpressed upto 10 % of the total soluble protein. In addition, the Tp-sGFP fusion protein was properly processed during translocation into chloroplast. The expression of sGFP in the presence of MAR sequences was analyzed with Northern and immunoblot analysis. All the lines in which sGFP transgene with MAR sequence, showed position independent and copy number-dependent expression, while the lines without MAR showed the varied level of expression with the integration site. Thus the MAR sequence significantly reduced the variation in transgene expression between independent transformants.

• 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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• 제16권6호
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• pp.712-716
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• 2010

본 논문에서는 레퍼런스 시퀀스에 기가 시퀀싱데이터를 매핑하여 얻어지는 커버리지 데이터를 이용한 모양 기반의 단위반복변이 영역 (CNVR) 추출 방식을 제안한다. 제안하는 CNVR 검색 알고리즘은 후보 영역 추출 단계와 후처리 단계로 이루어진다. 후보 영역 추출 단계에서는 추출하고자 하는 CNV의 모양을 입력 변수로 조절하여 다양한 높이 및 크기를 갖는 CNV 후보 영역을 추출한다. 다음, 후처리 단계에서는 레퍼런스 시퀀스와 기가 시퀀싱 데이터에 포함되어 있는 시퀀싱 에러 문제를 보완하기 위하여, 레퍼런스 시퀀스의 에러 영역 보정, GC-content 영역 보정 등의 정제 과정을 거친 후, 최종 CNVR을 추출한다. 제안된 방식의 유용성을 보이기 위하여 "1000 게놈 프로젝트"에 의하여 공개된 실 데이터를 이용한 다양한 실험을 수행하였으며, DGV를 이용하여 추출된 CNVR의 정확도를 검증하였다. 실험 결과에 의하면 제안된 방식은 HLA 영역에 존재하는 반복되거나 결실되는 다양한 모양의 CNV를 효율적으로 검출하였다.

• Journal of Microbiology and Biotechnology
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• 제24권7호
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• pp.888-897
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• 2014

A bacterial community analysis of the gut of Tenebrio molitor larvae was performed using pyrosequencing of the 16S rRNA gene. A predominance of genus Spiroplasma species in phylum Tenericutes was observed in the gut samples, but there was variation found in the community composition between T. molitor individuals. The gut bacteria community structure was not significantly affected by the presence of antibiotics or by the exposure of T. molitor larvae to a highly diverse soil bacteria community. A negative relationship was identified between bacterial diversity and ampicillin concentration; however, no negative relationship was identified with the addition of kanamycin. Ampicillin treatment resulted in a reduction in the bacterial community size, estimated using the 16S rRNA gene copy number. A detailed phylogenetic analysis indicated that the Spiroplasma-associated sequences originating from the T. molitor larvae were distinct from previously identified Spiroplasma type species, implying the presence of novel Spiroplasma species. Some Spiroplasma species are known to be insect pathogens; however, the T. molitor larvae did not experience any harmful effects arising from the presence of Spiroplasma species, indicating that Spiroplasma in the gut of T. molitor larvae do not act as a pathogen to the host. A comparison with the bacterial communities found in other insects (Apis and Solenopsis) showed that the Spiroplasma species found in this study were specific to T. molitor.

• Journal of Genetic Medicine
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• 제17권1호
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• pp.21-26
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• 2020

Purpose: To evaluate the additive value of prenatal chromosomal microarray analysis (CMA) in assessing increased nuchal translucency (NT) (≥3.5 mm) with normal karyotype and the possibility of detecting clinically significant genomic imbalance, based on specific indications. Materials and Methods: Invasive samples from 494 pregnancies with NT ≥3.5 mm, obtained from the Research Center of Fertility & Genetics of Hamchoon Women's Clinic between January 2019 and February 2020, were included in this study and CMA was performed in addition to a standard karyotype. Results: In total, 494 cases were subjected to both karyotype and CMA analyses. Among these, 199 cases of aneuploidy were excluded. CMA was performed on the remaining 295 cases (59.7%), which showed normal (231/295, 78.3%) or non-significant copy number variation (CNV), such as benign CNV or variants of uncertain clinical significance likely benign (53/295, 18.0%). Clinically significant CNVs were detected in 11 cases (11/295, 3.7%). Conclusion: Prenatal CMA resulted in a 3% to 4% higher CNV diagnosis rate in fetuses exhibiting increased NT (≥3.5 mm) without other ultrasound detected anomalies and normal karyotype. Therefore, we suggest using high resolution, non- targeting CMA to provide valuable additional information for prenatal diagnosis. Further, we recommend that a genetics specialist should be consulted to interpret the information appropriately and provide counseling and follow-up services after prenatal CMA.

• Genomics & Informatics
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• 제21권2호
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• pp.20.1-20.10
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• 2023

Aromatase inhibitors (AI) are drugs that are widely used in treating estrogen receptor (ER)-positive breast cancer patients. Drug resistance is a major obstacle to aromatase inhibition therapy. There are diverse reasons behind acquired AI resistance. This study aims at identifying the plausible cause of acquired AI resistance in patients administered with non-steroidal AIs (anastrozole and letrozole). We used genomic, transcriptomic, epigenetic, and mutation data of breast invasive carcinoma from The Cancer Genomic Atlas database. The data was then separated into sensitive and resistant sets based on patients' responsiveness to the non-steroidal AIs. A sensitive set of 150 patients and a resistant set of 172 patients were included for the study. These data were collectively analyzed to probe into the factors that might be responsible for AI resistance. We identified 17 differentially regulated genes (DEGs) among the two groups. Then, methylation, mutation, miRNA, copy number variation, and pathway analyses were performed for these DEGs. The top mutated genes (FGFR3, CDKN2A, RNF208, MAPK4, MAPK15, HSD3B1, CRYBB2, CDC20B, TP53TG5, and MAPK8IP3) were predicted. We also identified a key miRNA - hsa-mir-1264 regulating the expression of CDC20B. Pathway analysis revealed HSD3B1 to be involved in estrogen biosynthesis. This study reveals the involvement of key genes that might be associated with the development of AI resistance in ER-positive breast cancers and hence may act as a potential prognostic and diagnostic biomarker for these patients.

• Genomics & Informatics
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• 제15권3호
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• pp.87-97
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• 2017

Multiple myeloma (MM) is a malignant disease caused by an abnormal proliferation of plasma cells, of which the prognostic factors include chromosomal abnormality, ${\beta}$-2 microglobulin, and albumin. Recently, the term chromothripsis has emerged, which is the massive but highly localized chromosomal rearrangement in response to a one-step catastrophic event. Many studies have shown an association of chromothripsis with the prognosis in several cancers; however, few studies have investigated it in MM. Here, we studied the association between chromothripsis-like patterns and treatment resistance or prognosis. First, we analyzed nine MM cell lines (U266, MM.1S, RPMI8226, KMS-11, KMS-12-BM, KMS-12-PE, KMS-28-BM, KMS-28-PE, and NCI-H929) and bone marrow samples of four patients who were diagnosed with MM by next-generation sequencing-based copy number variation analysis. The frequency of the chromothripsis-like pattern was observed in seven cell lines. We analyzed the treatment-induced chromothripsis-like patterns in KMS-12-BM and KMS-12-PE cells. As a result, breakpoints and chromothripsis-like patterns were increased after drug treatment in the relatively resistant KMS-12-BM. We further analyzed the patients' results according to the therapeutic response, which was divided into sensitive and resistant, as suggested by the International Myeloma Working Group. The chromothripsis-like pattern was more frequently observed in the resistant group. In the sensitive group, the frequency of the chromothripsis-like pattern decreased after treatment, whereas the resistant group showed increased chromothripsis-like patterns after the treatment. These results suggest that the chromothripsis-like pattern is associated with treatment response in MM.