• Journal of Crop Science and Biotechnology
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• 제10권4호
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• pp.231-236
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• 2007

Differentially expressed genes(DEG) were identified in a rice variety, Sathi, an indica type showing high allelopathic potential against barnyardgrass(Echinochloa crus-galli(L.) Beauv. var. frumentaceae). Rice plants were grown with and without barnyardgrass and total RNA was extracted from rice leaves at 45 days after seeding. DEG full-screening was performed by $GeneFishing^{TM}$ method. The differentially expressed bands were re-amplified and sequenced, then analyzed by Basic Local Alignment Search Tool(BLAST) searching for homology sequence identification. Gel electrophoresis showed nine possible genes associated with allelopathic potential in Sathi, six genes(namely DEG-1, 4, 5, 7, 8, and 9) showed higher expression, and three genes(DEG-2, 3 and 6) showed lower expression as compared to the control. cDNA sequence analysis showed that DEG-7 and DEG-9 had the same sequence. From RT PCR results, DEG-6 and DEG-7 were considered as true DEG, whereas DEG-1, 2, 3, 4, 5, and 8 were considered as putative DEG. Results from blast-n and blast-x search suggested that DEG-1 is homologous to a gene for S-adenosylmethionine synthetase, DEG-2 is homologous to a chloroplast gene for ribulose 1,5-bisphosphate carboxylase large subunit, DEG-8 is homologous to oxysterol-binding protein with an 85.7% sequence similarity, DEG-5 is homologous to histone 2B protein with a 47.9% sequence similarity, DEG-6 is homologous to nicotineamine aminotransferase with a 33.1% sequence similarity, DEG-3 has 98.8% similarity with nucleotides sequence that has 33.1% similarity with oxygen evolving complex protein in photosystem II, DEG-7 is homologous to nucleotides sequence that may relate with putative serin/threonine protein kinase and putative transposable element, and DEG-4 has 98.8% similarity with nucleotides sequence for an unknown protein.

• 한국정보통신학회논문지
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• 제20권9호
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• pp.1816-1821
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• 2016

단백질은 대부분의 생물학적 과정에서 중대한 역할을 수행하고 있으므로, 단백질 진화, 구조와 기능을 알아내기 위하여 많은 연구가 수행되고 있는데, 단백질의 이차 구조는 이러한 연구의 중요한 기본적 정보이다. 본 연구는 대규모 단백질 구조 자료로부터 단백질 이차 구조 정보를 효과적으로 추출하여 미지의 단백질 서열이 가지는 이차 구조를 예측하려 한다. 질의 서열과 상동관계에 있는 단백질 구조자료내의 서열들을 광범위하게 찾아내기 위하여, 탐색에 사용하는 프로파일의 구성에 질의 서열과 유사한 서열들을 사용하고 갭을 허용하여 반복적인 탐색이 가능한 PSI-BLAST를 사용하였다. 상동 단백질들의 이차구조는 질의 서열과의 상동 관계의 강도에 따라 가중되어 이차 구조 예측에 기여되었다. 이차 구조를 각각 세 개와 여덟 개로 분류하는 예측 실험에서 상동 서열들과 신경망을 동시에 사용하여 93.28%와 88.79%의 정확도를 얻어서 기존 방법보다 성능이 향상되었다.

• 한국정보통신학회논문지
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• 제22권1호
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• pp.26-32
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• 2018

단백질의 이차구조는 단백질의 진화, 구조, 기능을 연구하는데 중요한 정보이다. 단백질 서열 정보만을 이용하여 단백질의 이차 구조를 예측하는 분야에 심층 학습 방법들이 최근 들어 활발히 적용되고 있다. 이러한 방법에서 널리 사용되는 입력은 단백질 서열을 변환하여 만들어진 단백질 프로파일이다. 본 논문에서는 효과적인 단백질 프로파일을 얻기 위하여 단백질 서열 탐색 방법으로 PSI-BLAST와 더불어서 HHblits를 사용하였다. 단백질 프로파일의 구성에 사용되는 상동 단백질 서열을 결정하기 위한 유사도 문턱치와 상동 단백질 서열 정보를 반복적으로 사용하는 회수를 조절하였다. 합성곱 신경망과 순환 신경망을 사용하여 단백질 이차구조를 예측하였는데, 진화적 정보를 한번만 추가하여 만들어진 단백질 프로파일이 효과적이었다.

• 미생물학회지
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• 제51권3호
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• pp.187-193
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• 2015

Candida (Pseudozyma로도 알려짐) antarctica lipase B(CAL-B)는 학문적으로 그리고 산업적으로 많이 활용되고 있다. CAL-B 자체에 대한 연구는 많이 진행되어온 반면, CAL-B 상동체에 관한 연구는 그리 알려진 바가 없다. 본 연구에서는 단백질 유사성 검색을 통해서 CAL-B의 상동체 탐색을 수행하였고, 6종의 단백질 서열을 찾았다. 해당하는 유전자들을 대장균에 대한 코돈 최적화를 수행하였고, 이를 바탕으로 유전자 합성을 진행하였다. 이들 유전자를 대장균 발현용 벡터에 클로닝한 후, 대장균 내에서 단백질 발현을 시도하여 이들 중 4종의 단백질이 성공적으로 발현되었다. 이들 단백질들이 가수분해 효소로서의 활성이 있는지 확인하기 위해서, 4-nitrophenyl acetate와 4-nitrophenyl butyrate를 반응기질로 하여 가수분해 반응성을 확인하였다. 이들 단백질들의 비활성(specific activity)값은 $(1.3-30){\times}10^{-2}{\mu}mol/min/mg$로 측정되었고, 이는 CAL-B의 비활성 수치보다는 다소 낮은 값에 해당하였다. (${\pm}$)-1-phenylethyl acetate의 가수분해 반응에 대한 입체선택성은 이들 상동체 효소들 중에서 Pseudozyma hubeiensis SY62에서 유래된 효소만이 CAL-B의 입체선택성과 유사함이 확인되었다.

• Journal of Microbiology and Biotechnology
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• 제22권8호
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• pp.1054-1058
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• 2012

In order to predict biologically significant attributes such as function from protein sequences, searching against large databases for homologous proteins is a common practice. In particular, BLAST and HMMER are widely used in a variety of biological fields. However, sequence-homologous proteins determined by BLAST and proteins having the same domains predicted by HMMER are not always functionally equivalent, even though their sequences are aligning with high similarity. Thus, accurate assignment of functionally equivalent proteins from aligned sequences remains a challenge in bioinformatics. We have developed the FEP-BH algorithm to predict functionally equivalent proteins from protein-protein pairs identified by BLAST and from protein-domain pairs predicted by HMMER. When examined against domain classes of the Pfam-A seed database, FEP-BH showed 71.53% accuracy, whereas BLAST and HMMER were 57.72% and 36.62%, respectively. We expect that the FEP-BH algorithm will be effective in predicting functionally equivalent proteins from BLAST and HMMER outputs and will also suit biologists who want to search out functionally equivalent proteins from among sequence-homologous proteins.

• Interdisciplinary Bio Central
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• 제6권4호
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• pp.3.1-3.10
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• 2014

Amino acid substitution matrices are essential tools for protein sequence analysis, homology sequence search in protein databases and multiple sequence alignment. The PAM matrix was the first widely used amino acid substitution matrix. The BLOSUM series then succeeded the PAM matrix. Most substitution matrixes were developed by using the statistical frequency of substitution between each amino acid at blocks representing groups of protein families or related proteins. However, substitution of amino acids is based on the similarity of physiochemical properties of each amino acid. In this study, a new approach was used to obtain major physiochemical properties in multiple sequence alignment. Frequency of amino acid substitution in multiple sequence alignment database and selected attributes of amino acids in physiochemical properties database were merged. This merged data showed the major physiochemical properties through principle components analysis. Using factor analysis, these four principle components were interpreted as flexibility of electronic movement, polarity, negative charge and structural flexibility. Applying these four components, BAPS was constructed and validated for accuracy. When comparing receiver operated characteristic ($ROC_{50}$) values, BAPS scored slightly lower than BLOSUM and PAM. However, when evaluating for accuracy by comparing results from multiple sequence alignment with the structural alignment results of two test data sets with known three-dimensional structure in the homologous structure alignment database, the result of the test for BAPS was comparatively equivalent or better than results for prior matrices including PAM, Gonnet, Identity and Genetic code matrix.

• Toxicological Research
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• 제25권1호
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• pp.35-40
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• 2009

TCDD (2,3,7,8-tetrachlorodibenzo-p-dioxin) and related halogenated aromatic hydrocarbons elicit a diverse spectrum of biochemical and toxic responses in laboratory animals and mammalian cells in culture. Toxicity and carcinogenicity of TCDD is well established but the molecular mechanism is still poorly understood. Here, we found the noble responsive genes to TCDD using the differential display analysis. Treatment of HepG2 cells with TCDD showed a significantly different mRNA expression pattern from the untreated cells in differential display analysis. The differentially displayed bands were isolated and used as probes in dot blot and Northern blot analyses. Of thirty-five isolated differentially displayed bands, only two bands were confirmed as positive in dot blot and Northern blot analyses. The nucleotides sequences of these clones were analyzed and the search of Genebank database revealed that one clone is highly homologous with RanBP2 (Ras-related nuclear protein binding protein2; 92%) and the other is an unknown gene. RanBP2 is a nucleoporin with SUMO E3 ligase activity that functions in both nucleocytoplasmic transport and mitosis and its role as a novel tumor suppressor has been recently proposed. Thus, these results may suggest the clue elucidating the toxic mechanism of TCDD through RanBP2.

• Genomics & Informatics
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• 제11권4호
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• pp.245-253
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• 2013

A radioresistant cell line was established by fractionated ionizing radiation (IR) and assessed by a clonogenic assay, flow cytometry, and Western blot analysis, as well as zymography and a wound healing assay. Microarray was performed to profile global expression and to search for differentially expressed genes (DEGs) in response to IR. H460R cells demonstrated increased cell scattering and acidic vesicular organelles compared with parental cells. Concomitantly, H460R cells showed characteristics of increased migration and matrix metalloproteinase activity. In addition, H460R cells were resistant to IR, exhibiting reduced expression levels of ionizing responsive proteins (p-p53 and ${\gamma}$-H2AX); apoptosis-related molecules, such as cleaved poly(ADP ribose) polymerase; and endoplasmic reticulum stress-related molecules, such as glucose-regulated protein (GRP78) and C/EBP-homologous protein compared with parental cells, whereas the expression of anti-apoptotic X-linked inhibitor of apoptosis protein was increased. Among DEGs, syntrophin beta 2 (SNTB2) significantly increased in H460R cells in response to IR. Knockdown of SNTB2 by siRNA was more sensitive than the control after IR exposure in H460, H460R, and H1299 cells. Our study suggests that H460R cells have differential properties, including cell morphology, potential for metastasis, and resistance to IR, compared with parental cells. In addition, SNTB2 may play an important role in radioresistance. H460R cells could be helpful in in vitro systems for elucidating the molecular mechanisms of and discovering drugs to overcome radioresistance in lung cancer therapy.

• 한국발생생물학회지:발생과생식
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• 제4권1호
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• pp.67-77
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• 2000

심해에서 서식하며 특이한 조직형태를 갖고 있는 꼼치조직에서 cDNA를 제작하여 클로닝을 통해서, 꼼치에서 특이하게 발현하는 유전인자를 검색하였다. 그 결과 62례의 클론이 알려진 유전자에 동질성이 있었는데 이들은 thioesterase가 9례, myosin이 8례, creatine kinase가 7례, skeletal alpha-actin이 6례, parvalbumin b와 ribosomal protein이 각각 5례, type I collagen과 muscle troponin이 각각 3례, dopamine receptor, histatin, 그리고 heat shock protein이 각각 2례, cystatin, lectin, statherin, secretory carrier membrane protein, keratin type I, desmin, chloroplast, muscle tropomyosin, reticulum calcium ATPase, ribonucleoprotein이 각각 1례로 나타났다. 나머지 클론은 동질성이 낮거나 비반복성으로 나타났으며, 이 중 in situ hybridization으로 조직에서 특이하게 발현되는 5종류의 클론을 선택하여 분석하였으며, C 말단 단백질 구조와 특색(motif)을 분석하였다. 5종류의 클론에서 C9O-77은 약 5000bp 크기로 상피조직, 점액조직, 섬유조직 그리고 교원질 조직에서 강한 양성반응을 보이는 세포의 기질단백질로 예상되었다. C9O-116은 약 1500bp 크기로 섬유조직, 상피조직 그리고 점액조직에서 약한 양성반응을 보였고, 근육 다발 주변 부위 세포에서 매우 강한 양성반응을 보이는 막투과성 단백질로 예상되었다. C9O-130은 약 1200bp 크기로 상피조직, 근육조직 그리고 점액조직에서 양성반응을 나타냈으며, 특히 상피조직에서 강한 양성반응을 나타내는 세포내 단백질로 예상되었다. C9O-161은 약 2000bp 크기로 상피조직 과 근육조직 그리고 점액성 섬유조직에서 약한 양성반응을 보였고, 상피세포에서 강한 양성반응을 보였으며, 근육다발을 둘러싸는 섬유성 세포에서도 강한 양성반응을 보이는 세포외 기질단백질로 추측되었다. C9O-171은 약 1000bp크기로 상피조직, 근육조직 그리고 섬유기질 조직에 널리 강한 양성반응을 나타냈으며 교원띠조직에서도 양성반응을 보이는 전사인자로 추측되었다.

• 한국미생물생명공학회:학술대회논문집
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• 한국미생물생명공학회 2004년도 Annual Meeting BioExibition International Symposium
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• pp.278-281
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• 2004

The $\alpha$1,6-mannosyltransferase encoded by Saccharomyces cerevisiae OCH1 plays a key role for the outer chain initiation of the N-linked oligosaccharides. A search for Hansenula polymorpha genes homologous to S. cerevisiae OCHI (ScOCH1) has revealed seven open reading frames (ORF100, ORF142, ORF168, ORF288, ORF379, ORF576, ORF580). All of the seven ORFs are predicted to be a type II integral membrane protein containing a transmembrane domain near the amino-terminal region and has a DXD motif, which has been found in the active site of many glycosyltransferases. Among this seven-membered OCH1 gene family of H. polymorpha, we have carried out a functional analysis of H. polymorpha ORF168 (HpOCH2) showing the highest identity to ScOCH1. Inactivation of this protein by disruption of corresponding gene resulted in several phenotypes suggestive of cell wall defects, including hypersensitivity to hygromycin B and sodium deoxycholate. The structural analysis of N-glycans synthesized in HpOCH2-disrupted strain (Hpoch2Δ) and the in vitro $\alpha$1,6-mannosyltransferase activity assay strongly indicate that HpOch2p is a key enzyme adding the first $\alpha$1,6-mannose residue on the core glycan Man$_{8}$GlcNAc$_2$. The Hpoch2Δ was further genetically engineered to synthesize a recombinant glycoprotein with the human compatible N-linked oligosaccharide, Man$_{5}$GlcNAc$_2$, by overexpression of the Aspergillus saitoi $\alpha$1,2-mannosidase with the 'HDEL” ER retention signal.gnal.