• Title/Summary/Keyword: optimal gene set

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Effect of GC Content on Target Hook Required for Gene Isolation by Transformation-Associated Recombination Cloning (Transformation-associated recombination cloning에 의한 유전자 분리에 사용되는 target hook에 대한 GC content의 영향)

  • 김중현;신영선;윤영호;장형진;김은아;김광섭;정정남;박인호;임선희
    • Korean Journal of Microbiology
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    • v.39 no.3
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    • pp.128-134
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    • 2003
  • Transformation-associated recombination (TAR) cloning is based on co-penetration into yeast spheroplasts of genomic DNA along with TAR vector DNA that contains 5'- and 3'-sequences (hooks) specific for a gene of interest, followed by recombination between the vector and the human genomic DNA to establish a circular YAC. Typically, the frequency of recombinant insert capture is 0.01-1% for single-copy genes by TAR cloning. To further refine the TAR cloning technology, we determined the effect of GC content on target hooks required for gene isolation utilizing the $Tg\cdot\AC$ mouse transgene as the targeted region. For this purpose, a set of vectors containing a B1 repeated hook and Tg AC-specific hooks of variable GC content (from 18 to 45%) was constructed and checked for efficiency of transgene isolation by radial TAR cloning. Efficiency of cloning decreased approximately 2-fold when the TAR vector contained a hook with a GC content ~${\leq}23$% versus ~40%. Thus, the optimal GC content of hook sequences required for gene isolation by TAR is approximately 40%. We also analyzed how the distribution of high GC content (65%) within the hook affects gene capture, but no dramatic differences for gene capturing were observed.

Stair Locomotion Method of Quadruped Robot Using Genetic Algorithm (유전 알고리즘을 이용한 4족 로봇의 계단 보행 방법)

  • Byun, Jae-Oh;Choi, Yoon-Ho
    • The Journal of the Korea institute of electronic communication sciences
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    • v.10 no.9
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    • pp.1039-1048
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    • 2015
  • In this paper, we propose an efficient stair locomotion method for a quadruped robot with mechanism of insectile legs using genetic algorithm(GA). In the proposed method, we first define the factors and the reachable region for the stair locomotion. In addition, we set the gene and the fitness function for GA and generate the gait trajectory by searching the landing position of a quadruped robot, which has the minimun distance of movement and the optimal energy stability margin(ESM). Finally, we verify the effectiveness and superiority of the proposed stair locomotion method through the computer simulations.

High Utility Itemset Mining over Uncertain Datasets Based on a Quantum Genetic Algorithm

  • Wang, Ju;Liu, Fuxian;Jin, Chunjie
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.8
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    • pp.3606-3629
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    • 2018
  • The discovered high potential utility itemsets (HPUIs) have significant influence on a variety of areas, such as retail marketing, web click analysis, and biological gene analysis. Thus, in this paper, we propose an algorithm called HPUIM-QGA (Mining high potential utility itemsets based on a quantum genetic algorithm) to mine HPUIs over uncertain datasets based on a quantum genetic algorithm (QGA). The proposed algorithm not only can handle the problem of the non-downward closure property by developing an upper bound of the potential utility (UBPU) (which prunes the unpromising itemsets in the early stage) but can also handle the problem of combinatorial explosion by introducing a QGA, which finds optimal solutions quickly and needs to set only very few parameters. Furthermore, a pruning strategy has been designed to avoid the meaningless and redundant itemsets that are generated in the evolution process of the QGA. As proof of the HPUIM-QGA, a substantial number of experiments are performed on the runtime, memory usage, analysis of the discovered itemsets and the convergence on real-life and synthetic datasets. The results show that our proposed algorithm is reasonable and acceptable for mining meaningful HPUIs from uncertain datasets.

GA Based Locomotion Method for Quadruped Robot with Waist Joint to Walk on the Slop (허리 관절을 갖는 4족 로봇의 GA 기반 경사면 보행방법)

  • Choi, Yoon-Ho;Kim, Dong-Sub;Kim, Guk-Hwa
    • The Journal of the Korea institute of electronic communication sciences
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    • v.8 no.11
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    • pp.1665-1674
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    • 2013
  • In this paper, we propose a genetic algorithm(GA) based locomotion method of a quadruped robot with waist joint, which makes a quadruped robot walk on the slop efficiently. In the proposed method, we first derive the kinematic model of a quadruped robot with waist joint and then set the gene and the fitness function for GA. In addition, we determine the best attitude for a quadruped robot and the landing point of a foot in the walk space, which has the optimal energy stability margin(ESM). Finally, we verify the effectiveness of the proposed method by comparing with the performance of the previous method through the computer simulations.

Development of Optimal Breeding Pigs Using DNA Marker Information

  • Kim, Sang-Wook;Roh, Jung-Gun;Cho, Yang-Il;Choi, Bong-Hwan;Kim, Tae-Hun;Kim, Jong-Joo;Kim, Kwan-Suk
    • Genomics & Informatics
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    • v.8 no.2
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    • pp.81-85
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    • 2010
  • The aim of the study was to investigate pig reference families, generated from Korean native pigs (KNP) that were crossed with Yorkshire (YS) breeds, which were used to evaluate genetic markers to select breeding animals with superior pork quality. A set of five candidate genes (PRKAG3, MC4R, CAST, ESR, and PRLR ) was analyzed for association with pork quality traits. PRKAG3 (I199V) SNP genotypes were significantly associated with muscle moisture, protein, and fat contents. The MC4R D298N polymorphism was significantly associated with meat tenderness and color traits. The CAST polymorphism was significantly associated with muscle moisture and crude protein traits. These three genes have been associated with pork quality traits in other pig populations, and some of our results are consistent with earlier studies. In addition, two reproductive candidate genes (ESR and PRLR ) did not have significant associations. These results suggest that further study is warranted to investigate and develop more DNA markers associated with pork quality in our KNP-crossed pig families.

Saccharomyces cerevisiae Hsp30 is Necessary for Homeostasis of a Set of Thermal Stress Response Functions

  • Thakur, Suresh;Chakrabarti, Amitabha
    • Journal of Microbiology and Biotechnology
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    • v.20 no.2
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    • pp.403-409
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    • 2010
  • Saccharomyces cerevisiae Hsp30 is a plasma membrane heat shock protein that is induced by various environmental stress conditions. However, the functional role of Hsp30 during diverse environmental stressors is not presently known. To gain insight into its function during thermal stress, we have constructed and characterized a ${\Delta}hsp30$ strain during heat stress. $BY4741{\Delta}hsp30$ cells were found to be more sensitive compared with BY4741 cells, when exposed to a lethal heat stress at $50^{\circ}C$. When budding yeast is exposed to either heat shock or weak organic acid, it inhibits Pma1p activity. In this study, we measured the levels of Pma1p in mutant and Wt cells both during optimal temperature and heat shock temperature. We observed that $BY4741{\Delta}hsp30$ cells showed constitutive reduction of Pma1p. To gain further insights into the role of Hsp30 during heat stress, we compared the total protein profile by 2D gel electrophoresis followed by identification of differentially expressed spots by LC-MS. We observed that contrary to that expected from thermal-stress-induced changes in gene expression, the ${\Delta}hsp30$ mutant maintained elevated levels of Pdc1p, Trx1p, and Nbp35p and reduced levels of Atp2p and Sod1p during heat shock. In conclusion, Hsp30 is necessary during lethal heat stress, for the maintenance of Pma1p and a set of thermal stress response functions.

A Clustering Technique to Minimize Energy Consumption of Sensor networks by using Enhanced Genetic Algorithm (진보된 유전자 알고리즘 이용하여 센서 네트워크의 에너지 소모를 최소화하는 클러스터링 기법)

  • Seo, Hyun-Sik;Oh, Se-Jin;Lee, Chae-Woo
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.46 no.2
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    • pp.27-37
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    • 2009
  • Sensor nodes forming a sensor network have limited energy capacity such as small batteries and when these nodes are placed in a specific field, it is important to research minimizing sensor nodes' energy consumption because of difficulty in supplying additional energy for the sensor nodes. Clustering has been in the limelight as one of efficient techniques to reduce sensor nodes' energy consumption in sensor networks. However, energy saving results can vary greatly depending on election of cluster heads, the number and size of clusters and the distance among the sensor nodes. /This research has an aim to find the optimal set of clusters which can reduce sensor nodes' energy consumption. We use a Genetic Algorithm(GA), a stochastic search technique used in computing, to find optimal solutions. GA performs searching through evolution processes to find optimal clusters in terms of energy efficiency. Our results show that GA is more efficient than LEACH which is a clustering algorithm without evolution processes. The two-dimensional GA (2D-GA) proposed in this research can perform more efficient gene evolution than one-dimensional GA(1D-GA)by giving unique location information to each node existing in chromosomes. As a result, the 2D-GA can find rapidly and effectively optimal clusters to maximize lifetime of the sensor networks.

Development of a Rapid Detection Method for Pectobacterium carotovorum subsp. carotovorum Using the Loop-Mediated Isothermal Amplification (LAMP) (Loop-Mediated Isothermal Amplification (LAMP)법을 이용한 Pectobacterium carotovorum subsp. carotovorum의 신속 진단법 개발)

  • Kim, Jeong-Gu;No, Ji-Na;Park, Dong-Suk;Yoon, Byoung-Su
    • Korean Journal of Microbiology
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    • v.47 no.2
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    • pp.103-109
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    • 2011
  • Pectobacterium carotovorum subsp. carotovorum is the causative agent of soft rot in crops such as potato and cabbages. Loop-mediated isothermal amplification (LAMP) is a simple DNA amplification method, as well as isothermal PCR technique. In this study, a new method for the rapid detection of Pectobacterium carotovorum subsp. carotovorum was developed using LAMP that named PCC-LAMP. Based on lytic murein transglycolase gene of Pectobacterium carotovorum subsp. carotovorum, a set of four primers for LAMP was designed. The optimal PCC-LAMP reaction temperature was established at $61^{\circ}C$. Under standard conditions, PCC-LAMP amplified $1{\times}10^3$ copies of clone PCC-pBX437 per reaction. Further, this method can also assay directly by SYBR Green I without electrophoresis. Amplification was not detected for five other bacterial species. In conclusion, PCC-LAMP may be a useful method for the detection Pectobacterium carotovorum subsp. carotovorum in the field.

Effects of Glycerol and Shikimic Acid on Rapamycin Production in Streptomyces rapamycinicus

  • La, Huyen Thi Huong;Nguyen, Thao Kim Nu;Dinh, Hang Thuy;Nguyen, Quyen Minh Huynh;Nguyen, Minh Hong
    • Microbiology and Biotechnology Letters
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    • v.48 no.3
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    • pp.296-302
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    • 2020
  • Rapamycin, derived from Streptomyces rapamycinicus, is an important bioactive compound having a therapeutic value in managing Parkinson's disease, rheumatoid arthritis, cancer, and AIDS. Because of its pharmaceutical activity, studies over the past decade have focused on the biosynthesis of rapamycin to enhance its yield. In this study, the effect of rapG on rapamycin production was investigated. The rapG expression vector was constructed by utilizing the integration vector pSET152 under the control of the erythromycin resistance gene (ermE), a strong constitutive promoter. The rapamycin yield of wild type (WT) and WT/rapG overexpression mutant strains, under fermentation conditions, was analyzed by high-performance liquid chromatography (HPLC). Our results revealed that overexpression of rapG increased rapamycin production by approximately 4.9-fold (211.4 mg/l) in MD1 containing 15 g/l of glycerol, compared to that of the WT strain. It was also found that Illicium verum powder (10 g/l), containing shikimic acid, enhanced rapamycin production in both WT and WT/rapG strains. Moreover, the amount of rapamycin produced by the WT/rapG strain was statistically higher than that produced by the WT strain. In conclusion, the addition 15 g/l glycerol and 15 g/l I. verum powder produced the optimal conditions for rapamycin production by WT and WT/rapG strains.

Highly Specific Detection of Five Exotic Quarantine Plant Viruses using RT-PCR

  • Choi, Hoseong;Cho, Won Kyong;Yu, Jisuk;Lee, Jong-Seung;Kim, Kook-Hyung
    • The Plant Pathology Journal
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    • v.29 no.1
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    • pp.99-104
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    • 2013
  • To detect five plant viruses (Beet black scorch virus, Beet necrotic yellow vein virus, Eggplant mottled dwarf virus, Pelargonium zonate spot virus, and Rice yellow mottle virus) for quarantine purposes, we designed 15 RT-PCR primer sets. Primer design was based on the nucleotide sequence of the coat protein gene, which is highly conserved within species. All but one primer set successfully amplified the targets, and gradient PCRs indicated that the optimal temperature for the 14 useful primer sets was $51.9^{\circ}C$. Some primer sets worked well regardless of annealing temperature while others required a very specific annealing temperature. A primer specificity test using plant total RNAs and cDNAs of other plant virus-infected samples demonstrated that the designed primer sets were highly specific and generated reproducible results. The newly developed RT-PCR primer sets would be useful for quarantine inspections aimed at preventing the entry of exotic plant viruses into Korea.