• Proceedings of the Korean Institute of Intelligent Systems Conference
• /
• 2007.11a
• /
• pp.145-148
• /
• 2007

생명과학분야에서 마이크로어레이 기술은 세포에서의 RNA 발현 프로파일을 관찰할 수 있도록 함으로써 생명현상의 규명 및 약물개발 둥에서 분자수준의 생명현상에 대한 관찰과 분석이 가능 해지고 있다. 마이크로어레이 데이터분석에서는 특정한 처리나 과정에서 현저한 특성을 보이는 유전자를 식별하기 위한 분석뿐만 아니라 유전자 전체인 게놈수준에서의 분석도 이루어진다. 최근 유전자의 발현이 다양한 조절, 신호전달 및 대사경로에 의해서 영향을 받고 있다는 관점에서 게놈수준의 분석에 관심이 증가하고 있다. 약물반응 실험에서는 약물에 대한 게놈수준의 발현 프로파일을 관찰하는 것도 많은 정보를 제공할 수 있다. 약물실험에서는 대조군과 실험군들간에 관심 있는 상대적인 발현특성을 갖는 유전자군을 전체적으로 추출하는 것이 필요한 경우가 있다. 예를 들면 정상군은 두개의 실험군에 대해서 중간청도의 발현정도를 갖는 유전자군을 식별하는 분석을 하는 경우, 생물학적인 데이터의 특성상 절대값을 비교하는 방법으로는 유용한 유전자들을 효과적으로 식별해 낼 수 없다. 이 논문에서는 정상군과 실험군들의 발현정도값의 경향을 판단하기 위해서 각 유전자에 대해서 집단별 대표값을 선정하여 퍼지집합으로 집단의 값의 범위를 결정하고, 이를 이용하여 특정 패턴을 갖는 유전자들을 식별해내는 방법을 제안하고, 실제 데이터를 통해서 실험한 결과를 보인다.

• The Korean Journal of Applied Statistics
• /
• v.25 no.2
• /
• pp.269-277
• /
• 2012

In microarray data analysis, recent efforts have focused on the discovery of gene sets from a pathway or functional categories such as Gene Ontology terms(GO terms) rather than on individual gene function for its direct interpretation of genome-wide expression data. We introduce a meta-analysis method that combines $p$-values for changes of each gene in the group. The method measures the significance of overall treatment-induced change in a gene group. An application of the method to a real data demonstrates that it has benefits over other statistical methods such as Fisher's exact test and permutation methods. The method is implemented in a SAS program and it is available on the author's homepage(http://cafe.daum.net/go.analysis).

• Journal of the Korean Institute of Intelligent Systems
• /
• v.18 no.4
• /
• pp.471-475
• /
• 2008

Microarray technology in biological science enables molecular level observations and analyses on the biological phenomina by allowing to measure the RNA expression profiles in cells. Microarray data analysis is applied in various purposes such as identifying significant genes which react to drug treatment, understanding the genome scale phenomina. In drug response experiments, the microarray-based gene expression analysis could provide meaningful information. It is sometimes needed to identify the genes which shows different expression behavior for treatment group and normal group each other. When the normal group shows the medium level expression, it is not easy to discriminate the group just by expression level comparison. This paper proposes a method which selects group-wise representative values for each gene and sets the value range of the groups in order to filter out the genes with specific pattern. It also shows some experiment results.

• Journal of Aquaculture
• /
• v.7 no.1
• /
• pp.41-54
• /
• 1994

In order to evaluate the availability of lacZ as a reporter gene for producing transgenic mud loach, foreign DNA, bacterial \beta-galactosidase$ gene (lacZ) was microinjected into mud loach eggs and its insertion and expression were examined. X-gal based histochemical assay, fluorimetric analysis of \beta-galactosidase$ with 4-methylumbelliferyl-$\beta$-D-galactoside (MUG) and molecular biological examination using polymerase chain reaction (PCR), dot blot, southern blot and sequence analysis of PCR products were carried out to analyze both microinjected group and non-injected controls. The results are disccussed in this paper.

• Korean Journal of Microbiology
• /
• v.52 no.3
• /
• pp.298-305
• /
• 2016

Previously our laboratory showed that Pseudomonas alkylphenolica KL28 possesses two different lap and pcu gene clusters for p-cresol catabolism. In this study, additional gene cluster (pchACXF-pcaHG-orf4-pcaBC) has been identified to encode enzymes necessary for catabolism of p-cresol to ${\beta}$-carboxy-cis,cis-muconate. This gene cluster showed almost identical nucleotide sequence homologies to those in the plasmid of Pseudomonas putida NCIMB 9866 and 9869, British origins, indicating the possibility of a horizontal gene transfer. Through mutagenesis of each gene cluster and gfp-based promoter reporter assays, it has been shown that the three gene clusters are functionally operated and pch genes are induced by p-cresol. Furthermore, the pcu gene cluster of the three was shown to be dominantly expressed in utilization of p-cresol. Mutation of the pcu gene was defective in aerial structure formation under p-cresol vapor, indicating the utilization rate of carbon source is one of key elements for the multicellular development of this strain.

• Proceedings of the KSAR Conference
• /
• 2004.06a
• /
• pp.205-205
• /
• 2004

최근에 개발된 real time RT-PCR 방법은 소량의 시료에서 특정 유전자의 mRNA 발현 양상을 분석하는데 효율적으로 이용되고 있다. 특히, 난자 또는 배아와 같이 성숙과 발생단계에 따라 유전자의 발현 양상이 현저하게 변화되는 경우에는, 각각의 시료에서 발현 양상이 크게 변하지 않는 대조군으로 사용할 수 있는 유전자를 이용한 비교, 분석이 중요하다. 본 연구에서는 생쥐의 난자와 초기 배아를 이용한 real time RT-PCR에서 mRNA의 추출방법과 형광 probe의 사용 유무 그리고 대조군으로 사용되고 있는 유전자들에 대한 검증을 시행하였다. (중략)

• Proceedings of the Korean Statistical Society Conference
• /
• 2003.05a
• /
• pp.295-297
• /
• 2003

본 논의에서는 cDNA 마이크로어레이 분석에서 다변량 분석의 한 방법인 Hotelling의 T제곱 통계량을 이용하여 유의적 유전자군을 검색하고, 이 유전자군을 사용하여 검사자료를 두군으로 분류하는데 단변량 t통계량에 기초한 접근보다 얼마나 효율적인지를 평가하고자 한다.

• Journal of Life Science
• /
• v.30 no.1
• /
• pp.45-57
• /
• 2020

The prenatal period in livestock animals is crucial for meat production because net increase in the number of muscle fibers is finished before birth. However, there is no study on the growth and development mechanism of muscles in Hanwoo during this period. Therefore, to find candidate genes involved in muscle growth and development during this period in Hanwoo, mRNA expression data of longissimus in Hanwoo at 6 and 9 months post-conceptional age (MPA) were analyzed. We independently identified differentially expressed genes (DEGs) using DESeq2 and edgeR which are R software packages, and considered the overlaps of the results as final-DEGs to use in downstream analysis. The DEGs were classified into several modules using WGCNA then the modules' functions were analyzed to identify modules which involved in myogenesis and adipogenesis. Finally, the hub genes which had the highest WGCNA module membership among the top 10% genes of the STRING network maximal clique centrality were identified. 913(6 MPA specific DEGs) and 233(9 MPA specific DEGs) DEGs were figured out, and these were classified into five and two modules, respectively. Two of the identified modules'(one was in 6, and another was in 9 MPA specific modules) functions was found to be related to myogenesis and adipogenesis. One of the hub genes belonging to the 6 MPA specific module was axin1 (AXIN1) which is known as an inhibitor of Wnt signaling pathway, another was succinate-CoA ligase ADP-forming beta subunit (SUCLA2) which is known as a crucial component of citrate cycle.

• Tunnel and Underground Space
• /
• v.15 no.1 s.54
• /
• pp.47-54
• /
• 2005

One of the standard procedures of discontinuity survey is the joint set identification from the population of field orientation data. Discontinuity set identification is fundamental to rock engineering tasks such as rock mass classification, discrete element analysis, key block analysis. and discrete fracture network modeling. Conventionally, manual method using contour plot had been widely used for this task, but this method has some short-comings such as yielding subjective identification results, manual operations, and so on. In this study, the method of discontinuity set identification using genetic algorithm was introduced, but slightly modified to handle the orientation data. Finally, based on the genetic algorithm, we developed a FORTRAN program, Genetic Algorithm based Clustering(GAC) and applied it to two different discontinuity data sets. Genetic Algorithm based Clustering(GAC) was proved to be a fast and efficient method for the discontinuity set identification task. In addition, fitness function based on variance showed more efficient performance in finding the optimal number of clusters when compared with Davis - Bouldin index.

• Microbiology and Biotechnology Letters
• /
• v.49 no.3
• /
• pp.458-465
• /
• 2021

Tubulysins are a group of bioactive secondary metabolites from myxobacteria exhibiting strong anticancer activity against various cancer cell lines. In this study, we describe the identification of putative tubulysin biosynthetic gene clusters (tubA~tubF) in the genome sequences of two tubulysin-producing myxobacterial strains, Archangium gephyra MEHO_002 and MEHO_004. The inactivation of the putative tubulysin biosynthetic genes resulted in a tubulysin-production defect. The DNA sequences of the A. gephyra MEHO_002 and MEHO_004 tubulysin biosynthetic genes were 97% identical, and the amino acid sequences of the encoded proteins shared a similarity of 97-100%. The nucleotide sequences of the tubulysin biosynthetic gene clusters in MEHO_002 and MEHO_004 were 86% identical to that in Cystobacter sp. SBCb004 known as a tubulysin-producing myxobacterium, and the organization of the clusters was identical except for the lack of a tubZ gene in the clusters in MEHO_002 and MEHO_004. The amino acid sequences of the proteins encoded by each gene were 88-97% similar to those encoded by SBCb004, and the domain compositions of the proteins were also identical.