• Nuclear Medicine and Molecular Imaging
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• 제40권2호
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• pp.96-105
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• 2006

Molecular imaging has its root in nuclear medicine and gene therapy monitoring. Therefore, recent progress in the development of non-invasive imaging technologies, particularly nuclear medicine, should allow molecular imaging to play a major role in the field of gene therapy. These tools have recently been validated in gene therapy models for continuous quantitative monitoring of the location, magnitude, and time-variation of gene delivery and/or expression. This article reviews the use of radionuclide imaging technologies as they have been used in imaging gene delivery and gene expression for gene therapy applications. The studios published to date lend support that noninvasive imaging tools will help to accelerate pre-clinical model validation as well as allow for clinical monitoring of human gene therapy.

• Journal of Information Processing Systems
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• 제19권5호
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• pp.652-662
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• 2023

Identifying highly discriminating genes is a critical step in tumor recognition tasks based on microarray gene expression profile data and machine learning. Gene selection based on tree models has been the subject of several studies. However, these methods are based on a single-tree model, often not robust to ultra-highdimensional microarray datasets, resulting in the loss of useful information and unsatisfactory classification accuracy. Motivated by the limitations of single-tree-based gene selection, in this study, ensemble gene selection methods based on multiple-tree models were studied to improve the classification performance of tumor identification. Specifically, we selected the three most representative tree models: ID3, random forest, and gradient boosting decision tree. Each tree model selects top-n genes from the microarray dataset based on its intrinsic mechanism. Subsequently, three ensemble gene selection methods were investigated, namely multipletree model intersection, multiple-tree module union, and multiple-tree module cross-union, were investigated. Experimental results on five benchmark public microarray gene expression datasets proved that the multiple tree module union is significantly superior to gene selection based on a single tree model and other competitive gene selection methods in classification accuracy.

• Journal of Microbiology and Biotechnology
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• 제3권3호
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• pp.156-160
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• 1993

A chicken H2B histone gene was cloned and expressed in Rat 3 cell line. Its messenger RNA level was about 10 times higher during S phase than during $G_1$ phase. A chimeric chicken-yeast-chicken H2B histone gene was made to change some of wobble sequences of chicken H2B gene. When the chimeric H2B gene was transfected into the Rat 3 cell line, it showed a pattern of expression similar to that of the original chicken H2B gene. At least in this gene, it was concluded that the wobble sequences were not required for the cell-cycle regulated pattern of expression.

• 응용통계연구
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• 제25권2호
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• pp.269-277
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• 2012

마이크로어레이 분석은 특이 발현하는 개별적인 유전자보다 유전자 온톨로지(Gene Ontology)와 같이 기능적 분류나 생물학적 경로(pathway)와 관련된 유전자군을 찾아내는 것이 그 해석의 용이성 때문에 최근 더욱 많은 연구가 진행되고 있다. 약물 처리에 의한 생물학적 반응을 연구할 때, 한 유전자군에 속하는 유전자들 각각의 특이 발현 여부의 유의성을 나타내는 $p$-value들을 취합하여 그 유전자군의 유의성을 결정하는 통계 검증 방법을 본 논문에서 소개하였다. 본 논문에 제시된 유전자군 분석(Gene group analysis) 방법은 Fisher's exact test나 permutation test와 같은 기존의 대표적인 방법들보다 더 정확하고 적용범위가 넓음을 실재 생물학 실험 자료의 분석을 통해 보였다. 제시된 유전자군 분석 방법은 SAS 프로그램으로 구현되었고 저자의 홈페이지(http://cafe.daum.net/go.analysis)에서 내려 받아 사용할 수 있다.

• Asian-Australasian Journal of Animal Sciences
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• 제21권11호
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• pp.1673-1679
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• 2008

In order to study the biological function of gapdh gene in yak, and prove whether the gapdh gene was a useful intra-reference gene that can be given an important role in molecular biology research of yak, the cDNA sequence encoding glyceraldehyde-3-phosphate dehydrogenase from yak was cloned by the RT-PCR method using gene specific PCR primers. The sequence results indicated that the cloned cDNA fragment (1,008 bp) contained a 1,002 bp open reading frame, encoding 333 amino acids (AAs) with a molecular mass of 35.753 kDa. The deduced amino acids sequence showed a high level of sequence identity to Bos Taurus (99.70%), Xenopus laevis (94.29%), Homo sapiens (97.01%), Mus musculus (97.90%) and Sus scrofa (98.20%). The expression of yak's gapdh gene in heart, spleen, kidney and brain tissues was also detected; the results showed that the gapdh gene was expressed in all these tissues. Further analysis of yak GAPDH amino acid sequence implied that it contained a complete glyceraldehyde-3-phosphate dehydrogenase active site (ASCTTNCL) which ranged from 148 to 155 amino acid residues. It also contained two conserved domains, a NAD binding domain in its N-terminal and a complete catalytic domain of sugar transport in its C-terminal. The phylogenetic analysis showed that yak and Bos taurus were the closest species. The prediction of secondary structures indicated that GAPDH of yak had a similar secondary structure to other isolated GAPDH. The results of this study suggested that the gapdh gene of yak was similar to other species and could be used as the intra-reference to analyze the expression of other genes in yak.

• Journal of Microbiology and Biotechnology
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• 제24권9호
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• pp.1226-1231
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• 2014

The rare actinomycete Pseudonocardia autotrophica was previously shown to produce a solubility-improved toxicity-reduced novel polyene compound named $\underline{N}ystatin$-like $\underline{P}seudonocardia$ $\underline{P}olyene$ (NPP). The low productivity of NPP in P. autotrophica implies that its biosynthetic pathway is tightly regulated. In this study, $wblA_{pau}$ was isolated and identified as a novel negative regulatory gene for NPP production in P. autotrophica, which showed approximately 49% amino acid identity with a global antibiotic down-regulatory gene, wblA, identified from various Streptomycetes species. Although no significant difference in NPP production was observed between P. autotrophica harboring empty vector and the S. coelicolor wblA under its native promoter, approximately 12% less NPP was produced in P. autotrophica expressing the wblA gene under the strong constitutive $ermE^*$ promoter. Furthermore, disruption of the $wblA_{pau}$ gene from P. autotrophica resulted in an approximately 80% increase in NPP productivity. These results strongly suggest that identification and inactivation of the global antibiotic down-regulatory gene wblA ortholog are a critical strategy for improving secondary metabolite overproduction in not only Streptomyces but also non-Streptomyces rare actinomycete species.

• Macromolecular Research
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• 제17권1호
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• pp.19-25
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• 2009

In order to enhance the gene delivery efficiency and decrease the cytotoxicity of polyplexes, we synthesized Solutol-g-PEI by conjugating polyethyleneimine (PEI) to Solutol (polyoxyethylene (10) stearate), and evaluated its efficiency as a possible nonviral gene carrier candidate. Structural analysis of synthesized polymer was performed by using $^1H$-NMR. Gel retardation assay, particle sizes and zeta potential measurement confirmed that the new gene carrier formed a compact complex with plasmid DNA. The complexes were smaller than 150 nm, which implicated its potential for intracellular delivery. It showed lower cytotoxicity in three different cell lines (Hela, MCF-7, and HepG2) than PEI 25 kDa. pGL3-lus was used as a reporter gene, and the transfection efficiency was in vitro measured in Hela cells. Solutol-g-PEI showed much higher transfection efficiency than unmodified PEI 25 kDa.

• Journal of Microbiology and Biotechnology
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• 제22권6호
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• pp.793-799
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• 2012

A gene related to high pristinamycin yield in Streptomyces pristinaespiralis was selected by amplified fragment length polymorphism (AFLP) and its functions were investigated by gene disruption. First, a 561 bp polymorphic sequence was acquired by AFLP from high-yield recombinants compared with the S. pristinaespiralis ancestor ATCC25486, indicating that this approach is an effective means of screening for valuable genes responsible for antibiotic yield. Then, a 2,127 bp open reading frame of a gene designated spy1 that overlaps with the above fragment was identified and its structure and biological functions were investigated. In silico analysis of spy1 encoding a deduced 708-amino-acid-long serine/threonine protein kinase showed that it only contains a catalytic domain in the N-terminal region, which is different from some known homologs. Gene inactivation of chromosomal spy1 indicated that it plays a pleiotropic regulatory function in pristinamycin production, with a positive correlation to pristinamycin I biosynthesis and a negative correlation to pristinamycin II biosynthesis.

• 한국임상수의학회지
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• 제23권4권
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• pp.405-410
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• 2006

피부사상균증이 있는 개와 고양이에서 분리한 9주의 Microsporum canis와 5주의 Microsporum gypseum에서 ribosomal DNA를 추출하여 internal transcribed spacer 1 (ITS1) gene을 PCA로 증폭한 후 sequencing을 실시하여, 각 사상균의 계통학적 관계를 조사하였다. M canis 분리주 9주의 ITS1 gene의 nucleotide sequence는 100% 일치하였으며 M gypseum 분리주 5주의 nucleotide sequence도 100% 일치하였다. M canis 분리주 9주의 계통분석 결과 미국, 일본, 호주 및 유럽에서 분리된 M canis와 같은 cluster에 속하였으며 다른 Microsporum spp와는 유전적으로 다른 cluster를 형성하였다. 그러나 M canis와 M distortum, M equinum, M ferrugineum은 유전적으로 매우 가까운 위치에 있었다. M gypseum 분리주는 M canis와는 다른 cluster를 형성하였다. ITS1 gene의 분자생물학적 분석은 Microsporum spp를 확인하고 그들의 유전학적 관계를 이해하는 유용한 정보를 제공하는 것으로 생각된다.

• 생명과학회지
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• 제22권8호
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• pp.1009-1017
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• 2012

Rodobacter sphaeroides에서 orf282 유전자는 cbb3 terminal oxidase를 암호화하는 ccoNOQP 오페론과 혐기적 활성자인 FnrL을 암호화하는 fnrL 유전자 사이에 있으며, 아직은 기능이 잘 알려지지 않았다. orf282 유전자의 기능을 알기 위해 우리는 orf282의 일부를 삭제함으로써 유전자를 붕괴시켜 orf282-minus mutant를 제조하였다. 두개의 FnrL 결합 부위가 orf282의 upstream에 존재한다는 것이 밝혀져 있으며, orf282 유전자가 FnrL에 의해 양성적으로 조절된다는 것이 증명되었다. orf282 유전자는 B875와 B800-850 spectral complexes의 형성과 관련이 없다. orf282 mutant에서의 cbb3 oxidase 활성을 wild type와 비교해보면 orf282 유전자가 ccoNOQP 오페론의 조절과 cbb3 cytochrome c oxidase의 생합성과 무관하다는 것을 알 수 있다. orf282 mutant의 구조 유전자인 nifH와 조절유전자인 nifA의 프로모터 활성이 증가한 것은 orf282 유전자 산물이 nifH와 nifA의 발현에서 음성적 effector로 작용한다는 것을 시사한다.