• 제목/요약/키워드: Fermentation Parameters

검색결과 335건 처리시간 0.021초

신경회로망을 이용한 순환식 돈분폐수 처리시스템의 모니터링

  • 최정혜;손준일;양현숙;정영륜;이민호;고성철
    • 한국생물공학회:학술대회논문집
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    • 한국생물공학회 2000년도 춘계학술발표대회
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    • pp.125-128
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    • 2000
  • 본 연구에서는 순환식 돈분 폐수 처리 시스템에서의 미생물 분포에 따른 폐수 처리 효과를 모델링하기 위해 신경회로망과 PCA를 이용하는 새로운 방법을 제안하였다. PCA 분석 결과를 바탕으로 신경회로망의 최적 입력 조건을 찾고, 실측 데이터를 이용하여, 폐수 처리 시스템의 각 탱크를 별도로 학습함으로써 비교적 적은 수의 데이터에도 불구하고 정확한 모델링 결과를 얻었다. 제안한 시스템은 폐수 처리 시스템의 효과적인모니터링 시스템으로 사용할 수 있으며, 향후 실제 돈분 처리 시스템에서 원하는 기준의 방류수를 얻기 위한 최적의 입력조건 (미생물밀도 등)을 결정하는데 있어서 에뮬레이터로 사용될 수 있을 것으로 기대된다.

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신경회로망을 이용한 순환식 돈분처리 시스템의 모니터링 (Monitoring of Recycling Treatment System for Piggery Slurry Using Neural Networks)

  • 손준일;이민호;최정혜;고성철
    • 센서학회지
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    • 제9권2호
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    • pp.127-133
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    • 2000
  • 이 논문에서는 신경회로망을 이용하여 순환식 돈분처리 시스템의 실시간 모니터링을 궁극적으로 구현할 수 있는 새로운 방법을 제안하였다. 즉 미생물 군집내의 개체군밀도에 따른 각 처리조(유입수, 발효조, 폭기조, 1차 침전조 및 4차 침전조)에서의 폐수처리 과정을 모델을 시도하였다. 측정 데이터에 대해 우선 principle component analysis(PCA) 분석을 적용하여 각 처리조에서의 입력(미생물 밀도와 처리요소)과 출력간의 상관관계를 파악하고, 각각의 처리조마다 독립된 신경회로망을 적용하여 폐수처리 과정을 모델링하였다. 신경회로망의 입력으로 현재 탱크에서의 미생물의 개체군밀도를 직접 이용하는 대신 PCA 분석 결과를 이용함으로써, 비교적 적은 수의 데이터로 효과적인 모니터링 시스템을 구현할 수 있었다. 즉 각 처리조별로 학습된 신경회로망들을 연결하여 분석한 결과 2일 동안의 폐수 처리 변화를 비교적 정확히 예측할 수 있었다.

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Pichia pastoris: A Recombinant Microfactory for Antibodies and Human Membrane Proteins

  • Goncalves, A.M.;Pedro, A.Q.;Maia, C.;Sousa, F.;Queiroz, J.A.;Passarinha, L.A.
    • Journal of Microbiology and Biotechnology
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    • 제23권5호
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    • pp.587-601
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    • 2013
  • During the last few decades, it has become evident that the compatibility of the yeast biochemical environment with the ability to process and translate the RNA transcript, along with its capacity to modify a translated protein, are relevant requirements for selecting this host cell for protein expression in several pharmaceutical and clinical applications. In particular, Pichia pastoris is used as an industrial host for recombinant protein and metabolite production, showing a powerful capacity to meet required biomolecular target production levels in high-throughput assays for functional genomics and drug screening. In addition, there is a great advantage to using P. pastoris for protein secretion, even at high molecular weights, since the recovery and purification steps are simplified owing to relatively low levels of endogenous proteins in the extracellular medium. Clearly, no single microexpression system can provide all of the desired properties for human protein production. Moreover, chemical and physical bioprocess parameters, including culture medium formulation, temperature, pH, agitation, aeration rates, induction, and feeding strategies, can highly influence product yield and quality. In order to benefit from the currently available wide range of biosynthesis strategies using P. pastoris, this mini review focuses on the developments and technological fermentation achievements, providing both a comparative and an overall integration analysis. The main aim is to highlight the relevance and versatility of the P. pastoris biosystem to the design of more cost-effective microfactories to meet the increasing demands for recombinant membrane proteins and clinical antibodies for several therapeutic applications.

Evaluation of Time-Temperature Integrators (TTIs) with Microorganism- Entrapped Microbeads Produced Using Homogenization and SPG Membrane Emulsification Techniques

  • Mijanur Rahman, A.T.M.;Lee, Seung Ju;Jung, Seung Won
    • Journal of Microbiology and Biotechnology
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    • 제25권12호
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    • pp.2058-2071
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    • 2015
  • A comparative study was conducted to evaluate precision and accuracy in controlling the temperature dependence of encapsulated microbial time-temperature integrators (TTIs) developed using two different emulsification techniques. Weissela cibaria CIFP 009 cells, immobilized within 2% Na-alginate gel microbeads using homogenization (5,000, 7,000, and 10,000 rpm) and Shirasu porous glass (SPG) membrane technologies (10 μm), were applied to microbial TTIs. The prepared micobeads were characterized with respect to their size, size distribution, shape and morphology, entrapment efficiency, and bead production yield. Additionally, fermentation process parameters including growth rate were investigated. The TTI responses (changes in pH and titratable acidity (TA)) were evaluated as a function of temperature (20℃, 25℃, and 30℃). In comparison with conventional methods, SPG membrane technology was able not only to produce highly uniform, small-sized beads with the narrowest size distribution, but also the bead production yield was found to be nearly 3.0 to 4.5 times higher. However, among the TTIs produced using the homogenization technique, poor linearity (R2) in terms of TA was observed for the 5,000 and 7,000 rpm treatments. Consequently, microbeads produced by the SPG membrane and by homogenization at 10,000 rpm were selected for adjusting the temperature dependence. The Ea values of TTIs containing 0.5, 1.0, and 1.5 g microbeads, prepared by SPG membrane and conventional methods, were estimated to be 86.0, 83.5, and 76.6 kJ/mol, and 85.5, 73.5, and 62.2 kJ/mol, respectively. Therefore, microbial TTIs developed using SPG membrane technology are much more efficient in controlling temperature dependence.

Optimization of Direct Lysine Decarboxylase Biotransformation for Cadaverine Production with Whole-Cell Biocatalysts at High Lysine Concentration

  • Kim, Hyun Joong;Kim, Yong Hyun;Shin, Ji-Hyun;Bhatia, Shashi Kant;Sathiyanarayanan, Ganesan;Seo, Hyung-Min;Choi, Kwon Young;Yang, Yung-Hun;Park, Kyungmoon
    • Journal of Microbiology and Biotechnology
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    • 제25권7호
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    • pp.1108-1113
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    • 2015
  • Cadaverine (1,5-diaminopentane) is an important industrial chemical with a wide range of applications. Although there have been many efforts to produce cadaverine through fermentation, there are not many reports of the direct cadaverine production from lysine using biotransformation. Whole-cell reactions were examined using a recombinant Escherichia coli strain overexpressing the E. coli MG1655 cadA gene, and various parameters were investigated for the whole-cell bioconversion of lysine to cadaverine. A high concentration of lysine resulted in the synthesis of pyridoxal-5'-phosphate (PLP) and it was found to be a critical control factor for the biotransformation of lysine to cadaverine. When 0.025 mM PLP and 1.75 M lysine in 500 mM sodium acetate buffer (pH6) were used, consumption of 91% lysine and conversion of about 80% lysine to cadaverine were successfully achieved.

Corynebacterium glutamicum에 의한 Lysine 생산에 있어서 산화환원 전위가 발효속도론적 특성에 미치는 영향 (The Effect of Redox Potential on the Kinetics of Lysine Production by Corynebacterium glutamicum)

  • 이진희;김성준;이재흥
    • 한국미생물·생명공학회지
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    • 제19권1호
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    • pp.76-81
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    • 1991
  • 2l 발효조에서 pH6.9, 온도 $32^{\circ}C$일 때 당밀배지를 이용하여 Corynebacterium glutamicum의 영양요구성 유사체 내성변이주에 의한 라이신 발효시 산화환원 전위 (ORP)가 라이신 발효속도의 특성에 미치는 영향을 조사하였다. 희석률이 0.1$h ^1$일때 탄소원이 제한되건 로이신이 제한되건 산소가 제한되지 않는 한 최대의 대당수율 24를 보였으며, 이 때의 산화환원 전윈 값은 -60mV와 -100mV 범위에 해당하였다. 산화화원 전위 값이 -130mV의 매우 낮은 용존산소 조건하에서는 대당수율 밀 $q_s, q_p$ 등의 발효 반응속도 상수값들이 크게 감소하였으며 glvcine, alanine, valine을 포함하는 발효 부산물의 축적량이 매우 높아졌다.

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Influence of Sulfur on Fresh Cassava Foliage and Cassava Hay Incubated in Rumen Fluid of Beef Cattle

  • Promkot, C.;Wanapat, M.;Wachirapakorn, C.;Navanukraw, C.
    • Asian-Australasian Journal of Animal Sciences
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    • 제20권9호
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    • pp.1424-1432
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    • 2007
  • Two male, rumen fistulated crossbred Brahman-Thai native beef cattle (body weight = $400{\pm}50$ kg), fed on rice straw as a source of roughage, were used as rumen fluid sources. The treatments were $2{\times}3$ factorial arrangements; two roughages (fresh cassava foliage and cassava hay) and three sulfur levels (elemental sulfur) at 0.2 (control), 0.5 and 1% of DM, respectively. The experiment revealed that the rates (c) of gas production, ammonia-nitrogen concentration, true digestibility, total concentration or molar proportions of VFA and microbial biomass were not significantly different between cassava hay and fresh cassava foliage. However, all parameters for cassava hay were higher than for fresh cassava foliage. The supplementation of 0.5% sulfur to fresh cassava foliage resulted in a significant increase in the rate of gas production, true digestibility, total concentration of VFA, microbial biomass, rate of HCN disappearance, thiocyanate appearance and cyanide percentage conversion into thiocyanate. However, there were no effects of sulfur supplementation at 0.2, 0.5 and 1% to cassava hay. The finding suggests the utilization of cassava foliage for rumen microorganisms in terms of fermentation and HCN detoxification could be improved by sulfur supplementation of 0.5% of DM.

In vitro and in vivo evaluation of kenaf (Hibiscus cannabinus L.) as a roughage source for beef cattle

  • Oh, Seongjin;Mbiriri, David Tinotenda;Ryu, Chaehwa;Lee, Kangheon;Cho, Sangbuem;Choi, Nag-Jin
    • Asian-Australasian Journal of Animal Sciences
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    • 제31권10호
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    • pp.1598-1603
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    • 2018
  • Objective: The goal of this study was to evaluate kenaf as a roughage source in vitro and its effects on meat quality of Hanwoo (Korean native) cattle. Methods: Three roughage materials, rice straw silage, ryegrass silage, and kenaf silage, were tested in a batch culture and feeding trial. Rumen fermentation parameters, including gas, pH, volatile fatty acid (VFA), and ammonia were analyzed. In the feeding trial, Hanwoo steers ($373.5{\pm}5.1kg$, n = 36, 11 month of age) were divided into three feeding groups (n = 12 each). Animals were fed with each silage and concentrate until the fattening stage. Results: Crude protein, ether extract, and non-structural carbohydrates were greater in kenaf silage. Total gas production was higher in ryegrass silage, followed by kenaf silage and rice straw silage (p<0.05). Total VFA and individual VFA (acetate, propionate, and n-butyrate) were greater in kenaf silage than rice straw silage (p<0.05). In vitro dry matter digestibility showed a similar trend to that of total gas and VFA production; it was higher in ryegrass silage and lower in rice straw (p<0.05). Throughout the feeding trial, the rice straw silage group showed significantly greater average daily gain than did the others (p<0.05). The feed conversion ratio in the group fed kenaf silage was significantly greater than that of others (p<0.05). No significant differences were observed in yield or quality traits, including carcass weight, ribeye area, backfat thickness, and scores for marbling, meat color, and fat color (p>0.05). Conclusion: The results indicated that no negative effects on growth performance and carcass characteristics occurred across treatments. Therefore, kenaf could be substituted for rice straw, which is most widely used as a roughage source in Korea.

구미강활탕 및 발효 구미강활탕 추출물의 급성독성 연구 (Acute Toxicity Study on Gumiganghwal-tang and Fermented Gumiganghwal-tang Extracts)

  • 박화용;황윤환;장두례;하정호;정기연;마진열
    • 대한한의학방제학회지
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    • 제20권2호
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    • pp.93-102
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    • 2012
  • Objectives : Traditional medicine Gumiganghwal-tang (GT) has been used in Asia to treat inflammatory diseases including common cold, pain, fever, and algor. In this study we investigated the acute toxicity and safety of GT and fermented GT (FGT). Methods : Acute toxicity and safety were evaluated in male and female ICR mice orally administered 0 (control) and 2,000 mg/kg of GT and FGT. After the administration of GT and FGT, we observed mortality, body weight, clinical symptoms. After necropsy, organ weights were measured and blood analysis was performed. Results : There was no mortality and clinical symptoms according to the administration of GT and FGT. Comparing with control group, there were no significant alterations on the organ weight, complete blood cell count and biochemical parameters. Conclusions : Median lethal dose of GT and FGT considered to be over 2,000 mg/kg in both male and female mice, and recognized as safe with no toxicity.

Fermentation of purple Jerusalem artichoke extract to improve the α-glucosidase inhibitory effect in vitro and ameliorate blood glucose in db/db mice

  • Wang, Zhiqiang;Hwang, Seung Hwan;Lee, Sun Youb;Lim, Soon Sung
    • Nutrition Research and Practice
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    • 제10권3호
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    • pp.282-287
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    • 2016
  • BACKGROUND/OBJECTIVES: Jerusalem artichoke has inhibitory activity against ${\alpha}$-glucosidase and decreases fasting serum glucose levels, which may be related to its fructan content. The biological activity of fructan can be influenced by the degree of polymerization. Thus, in this study, the inhibitory effects of original and fermented purple Jerusalem artichoke (PJA) on ${\alpha}$-glucosidase were compared in vitro. Additionally, the anti-diabetes effect of Lactobacillus plantarum-fermented PJA (LJA) was studied in a non-insulin-dependent diabetes mellitus animal model (C57BIKsJ db/db). MATERIALS/METHODS: The water extract of PJA was fermented by L. plantarum, and two strains of Bacillus subtilis to compare their anti-${\alpha}$-glucosidase activities in vitro by ${\alpha}$-glucosidase assays. The anti-diabetes effect of LJA was studied in a non-insulin-dependent diabetes mellitus animal model (C57BIKsJ db/db) for seven weeks. During the experiment, food intake, body weight, and fasting blood glucose were measured every week. At the end of the treatment period, several diabetic parameters and the intestinal ${\alpha}$-glucosidase activity were measured. RESULTS: The LJA showed the highest ${\alpha}$-glucosidase inhibitory activity in vitro. In the in vivo study, it resulted in a significantly lower blood glucose concentration than the control. Serum insulin and HDL cholesterol levels were significantly higher and the concentrations of triglycerides, non-esterified fatty acids, and total cholesterol were significant lower in mice treated with LJA after seven weeks. In addition, the intestinal ${\alpha}$-glucosidase activity was partially inhibited. CONCLUSIONS: These results suggested that LJA regulates blood glucose and has potential use as a dietary supplement.