• 제목/요약/키워드: Artificial enzymes

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Application of Response Surface Methodology and Plackett Burman Design assisted with Support Vector Machine for the Optimization of Nitrilase Production by Bacillus subtilis AGAB-2

  • Ashish Bhatt;Darshankumar Prajapati;Akshaya Gupte
    • 한국미생물·생명공학회지
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    • 제51권1호
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    • pp.69-82
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    • 2023
  • Nitrilases are a hydrolase group of enzymes that catalyzes nitrile compounds and produce industrially important organic acids. The current objective is to optimize nitrilase production using statistical methods assisted with artificial intelligence (AI) tool from novel nitrile degrading isolate. A nitrile hydrolyzing bacteria Bacillus subtilis AGAB-2 (GenBank Ascension number- MW857547) was isolated from industrial effluent waste through an enrichment culture technique. The culture conditions were optimized by creating an orthogonal design with 7 variables to investigate the effect of the significant factors on nitrilase activity. On the basis of obtained data, an AI-driven support vector machine was used for the fitted regression, which yielded new sets of predicted responses with zero mean error and reduced root mean square error. The results of the above global optimization were regarded as the theoretical optimal function conditions. Nitrilase activity of 9832 ± 15.3 U/ml was obtained under optimized conditions, which is a 5.3-fold increase in compared to unoptimized (1822 ± 18.42 U/ml). The statistical optimization method involving Plackett Burman Design and Response surface methodology in combination with an AI tool created a better response prediction model with a significant improvement in enzyme production.

${\beta}-Galactosidase$ 생산 유산균 선별 및 특성 조사 (Characterization and Selection of Lactic Acid Bacteria Producing ${\beta}-Galactosidase$)

  • 이영기;최수산나;박용일;박찬선;윤병대;황윤식;김희식
    • 미생물학회지
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    • 제42권3호
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    • pp.216-222
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    • 2006
  • [ ${\beta}-Galactosidase$ ] (lactase)를 생산하는 유산균을 선별하고 그들이 생산하는 ${\beta}-galactosidase$의 특성을 조사하였다. X-gal이 포함된 MRS배지에서 푸른색을 나타내는 약 100여개의 콜로니를 김치로부터 분리하였다. 그들 중 ET-1과 LA-12 두 균주를 최종 선별하였으며, 16S rDNa 염기서열 분석을 통해 각 각 Lactobacillus fermentum과 L. acidophilus와 상동성이 높은 Lactobacillus 속으로 동정되었다. 선별된 두 균주는 높은 ${\beta}-galactosidase$ activeity와 우수한 생존력을 나타내었으며, 이들이 생산하는 ${\beta}-galactosidase$의 최적 활성조건을 조사한 결과, 반응온도 $55^{\circ}C$에서 가장 높은 활성을 나타내었으며, 반응 pH의 경우 ET-1은 pH 5.5에서 최고 활성을 나타내었고, LA-12는 pH7.0에서 가장 높은 활성을 보였다. 선별 유산균 ET-1과 LA-12는 위액과 담즙산액에 대해 우수한 내성을 나타내었다. 두 개의 선별 균주는 인공위액에 3시간 배양 후 초기 생균수와 비교하여 생균수 변화가 거의 없었고, 담즙산액으로 사용한 0.3% oxgall에서 24시간 반응 후에도 1 log cycle 정도 감소된 $10^8CFU/ml$의 생균수를 유지하였다. 이러한 결과를 바탕으로 유산균 ET-1과 LA-12는 유제품 산업에 이용 가능성이 크다고 판단된다.

귀전우, 백화사설초, 와송 추출물을 처치한 난소암과 자궁경부암 세포에서의 단백질 발현 변화 (Altered Protein Expression in Ovarian and Cervical Cancer Cells by the Treatment of Extracts from Euonymus alatus Sieb, Oldenlandia diffusa (Willd.) Roxburgh, and Orostachys japonicus A. Berger)

  • 김경순;예성철;유병철;조종관;이연월;유화승
    • 대한한방내과학회지
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    • 제32권1호
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    • pp.33-42
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    • 2011
  • Background : Despite recent advances in cancer management, prognosis of ovarian cancer is poor. Anticancer effects of herbal medicine, such as Euonymus alatus Sieb, Oldenlandia diffusa (Willd.) Roxburgh, and Orostachys japonicus A. Berger, have been reported in treatment of ovarian and cervical cancers, but the systematic approaches to explain their molecular mechanism(s) have not yet been established. Objectives : To establish a basis of understanding for anti-cancer mechanisms of herbal medicine, we profiled protein expression in human ovarian and cervical cancer cells treated with the extracts from Euonymus alatus Sieb, Oldenlandia diffusa (Willd.) Roxburgh and Orostachys japonicus A. Berger. Methods : Human ovarian cancer cell line NIH:OVCAR-3, and human cervical cancer cell line HeLa were employed in the present study. Whole protein was obtained from the cells harvested at 48 hours after the treatment with herbal water-extract, and analyzed by 2DE-based proteomic approach. Results : Various changes of protein expression induced by the herbal treatment were monitored : down-regulation of molecular chaperone (calreticulin variant), glycolytic enzymes (D-3-phosphoglycerate dehydrogenase, glyceraldehyde 3-phosphate dehydrogenase and alpha-enolase), RNA processing molecules (hnRNP A2/B1), and antioxidant protein (peroxiredoxin 1). Conclusions : Repression of glycolysis has been accepted as the mechanism to increase anticancer reagent's effect. Thus, down-regulation of glycolytic enzymes by the herbal extracts suggested a possible synergistic effect of herbs in the presence of platinum-based therapeutics. In further study, as well as the synergistic effect of the herbs, it has to be further validated whether artificial regulation of hnRNP A2/B1 in ovarian cancer cells affects various cancer survival factors, since RNA processing can be interrupted by deranged expression of hnRNP subtypes, and it results in an inhibition of cancer cell growth.

볼락, Sebastes inermis 자.치어의 성장에 따른 소화효소 활성 변화 (Developmental Changes in Digestive Enzymes Activity of Black Rockfish Sebastes inermis)

  • 곽우석;박대원
    • 한국양식학회지
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    • 제19권2호
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    • pp.125-132
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    • 2006
  • 본 실험은 볼락 종묘를 안정적으로 대량 생산하는 데 필 수적인 자치어기의 성장과 소화효소인 trypsin, pepsin-like enzyme, amylase 그리고 lipase의 activity를 측정하여 소화생리에 대한 기초 자료를 제공하고자 수행하였다. 산출 직후 자어의 체장은 $5.01{\pm}0.22 mm$이었던 것이 산출 후 100일에는 $36.01{\pm}1.22 mm$ 까지 성장하였고, 습중량은 산출 후 70일 전후로 급격히 증가하였다. trysin 활성은 산출후 2일째 처음으로 확인되어 $7.00{\pm}1.48$ unit을 나타내고 산출후 66일 $1425{\pm}230$ unit으로 peak를 나타내었다. pepsin-like enzyme 활성은 산출 후 11일째 처음으로 확인되었고 산출후 66일째 $902{\pm}160$ unit까지 급격히 증가하였다. Lipase 활성은 산출후 2일째 $4.5{\pm}1.4$ unit으로 확인되었고 산출후 47일계에는 $38.3{\pm}0.4$unit로 peak를 나타내었다. Amylase 활성은 산출후 11일째 $0.18{\pm}0.11$ unit으로 처음 확인되었고 산출후 50일째 $23.48{\pm}5.11$ unit까지 급격히 증가하였다. specific activity는 trypsin이 산출후 14일째, pepsin-like enzyme이 61일째 peak를 나타냈다. 볼락의 체중이 현저하게 증가하는 시기에 맞춰서 각 효소와 전활성이 급격히 상승하는 것을 확인 할 수 있었다. 이것은 이시기가 위선이 기능적으로 역할을 하는 시기와 일치하므로 단백질 소화능력의 비약적인 증가가 체중 증가에 크게 관여하였음을 나타낸다. 그러므로 본 실험에서 확인 된 체중이 급격히 증가하는 시기는 볼락 양식에 있어서 사료 전환기 즉, 생물사료에서 배합사료로 전환하기에 적당하다고 할 수 있겠다.

Inhibitory effect of glyceollin isolated from soybean against melanogenesis in B16 melanoma cells

  • Lee, Young-Sang;Kim, Hyun-Kyoung;Lee, Kyung-Ju;Jeon, Hye-Won;Cui, Song;Lee, You-Mie;Moon, Byung-Jo;Kim, Yong-Hoon;Lee, Young-Sup
    • BMB Reports
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    • 제43권7호
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    • pp.461-467
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    • 2010
  • Natural products with non-toxic and environmentally friendly properties are good resources for skin-whitening cosmetic agents when compared to artificial synthetic chemicals. Here, we investigated the effect of glyceollin produced to induce disease resistance responses of soybean to specific races of an incompatible pathogen, phytophthora sojae, on melanogenesis and discussed their mechanisms in melanin biosynthesis. We found that glyceollin inhibits melanin synthesis and tyrosinase activity in B16 melanoma cells without cytotoxicity. To elucidate the mechanism of the effect of glyceollin on melanogenesis, we conducted western blot analysis for melanogenic enzymes such as tyrosinase, tyrosinase-related protein-1 (TRP-1), and TRP-2. Glyceollin inhibited tyrosinase and TRP-1 protein expression. Additionally, glyceollin effectively inhibited intracellular cAMP levels in B16 melanoma cells stimulated by $\alpha$-melanocyte stimulating hormone ($\alpha$-MSH). These results suggest that the whitening activity of glyceollin may be due to the inhibition of cAMP involved in the signal pathway of $\alpha$-MSH in B16 melanoma cells.

Studies on Constituents of Higher Fungi of Korea (LXXI) -Application of Enzymes to Taxonomy of Ganoderma Species-

  • Kim, Byong-Kak;Kim, Jin-Sook;Choi, Kyun-Gae;Kim, Ha-Won;Choi, Eung-Chil
    • 생약학회지
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    • 제24권2호
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    • pp.116-123
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    • 1993
  • The genus Ganoderma is typical wood-rotting fungi and its fruiting body has been used as an important herb in oriental medicine. Recent research discovered antitumor components from Ganoderma lncidum. Various Ganoderma species are being cultivated in Korea. However, taxonomic system of the genus Ganoderma has been based mainly on the macromorphology of fruiting bodies and the ultrastructural characteristics of basidiospores. Since there are similar characteristics in Ganoderma mycelia grown on the same artificial media, it is suggested that the compatibility of the fungi by di-mon mating be used as an aid to determine the identity of species in addition to the conventional characterization. In this study, we examined physiological and genetical properties such as growth temperature, pH, compatibility and enzyme or protein patterns of laccase, esterase and cellular proteins of G. lucidum RZ, G. tsugae and Ganoderma species cultivated in Korea by electrophoresis for characterization of the isolates. We found that compatibility test and isozyme patterns of laccase and esterase of the mycelia could be used for the differentiation of the isolates. These results showed that Ganoderma species cultivated in Korea is genetically similar to G. lucidum but physiologically closer to G. tsugae than to G. lucidum.

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Properties of a Fibrinolytic Enzyme Secreted by Bacillus amyloliquefaciens RSB34, Isolated from Doenjang

  • Yao, Zhuang;Liu, Xiaoming;Shim, Jae Min;Lee, Kang Wook;Kim, Hyun-Jin;Kim, Jeong Hwan
    • Journal of Microbiology and Biotechnology
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    • 제27권1호
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    • pp.9-18
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    • 2017
  • Nine bacilli with fibrinolytic activities were isolated from doenjang, a traditional Korean fermented soy food. Among them, RSB34 showed the strongest activity and was identified as Bacillus amyloliquefaciens by 16S rRNA and recA gene sequencing. During growth on LB up to 96 h, RSB34 showed the highest fibrinolytic activity ($83.23mU/{\mu}l$) at 48 h. Three bands of 23, 27, and 42 kDa in size were observed when the culture supernatant was analyzed by SDS-PAGE and 27 and 42 kDa bands by fibrin zymography. The gene encoding the 27 kDa fibrinolytic enzyme AprE34 was cloned by PCR. BLAST analyses confirmed that the gene was a homolog to genes encoding AprE-type proteases. aprE34 was overexpressed in Escherichia coli BL21(DE3) using pET26b(+). Recombinant AprE34 was purified and examined for its properties. The $K_m$ and $V_{max}$ values of recombinant AprE34 were $0.131{\pm}0.026mM$ and $16.551{\pm}0.316{\mu}M/l/min$, respectively, when measured using an artificial substrate, N-succinyl-ala-ala-pro-phe-p-nitroanilide. aprE34 was overexpressed in B. subtilis WB600 using pHY300PLK. B. subtilis transformants harboring pHYRSB34 (pHY300PLK with aprE34) showed higher fibrinolytic activity than B. amyloliquefaciens RSB34.

Various Types and Manufacturing Techniques of Nano and Micro Capsules for Nanofood

  • Kim, Dong-Myong
    • Journal of Dairy Science and Biotechnology
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    • 제24권1호
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    • pp.53-63
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    • 2006
  • Nano and micro capsulation (NM capsulation) involve the incorporation for nanofood materials, enzymes, cells or other materials in small capsules. Since Kim D. M. (2001) showed that a new type of food called firstly the name of nanofood, which means nanotechnology for food, and the encapsulated materials can be protected from moisture, heat or other extreme conditions, thus enhancing their stability and maintaining viability applications for this nanofood technique have increased in the food. NM capsules for nanofood is also utilized to mask odours or tastes. Various techniques are employed to form the capsules, including spray drying, spray chilling or spray cooling, extrusion coating, fluidized bed coating, liposome entrapment, coacervation, inclusion complexation, centrifugal extrusion and rotational suspension separation. Each of these techniques is discussed in this review. A wide variety of nanofood is NM capsulated - flavouring agents, acids, bases, artificial sweeteners, colourants, preservatives, leavening agents, antioxidants, agents with undesirable flavours, odours and nutrients, among others. The use of NM capsulation for sweeteners such as aspartame and flavors in chewing gum is well known. Fats, starches, dextrins, alginates, protein and lipid materials can be employed as encapsulating materials. Various methods exist to release the ingredients from the capsules. Release can be site-specific, stage-specific or signaled by changes in pH, temperature, irradiation or osmotic shock. NM capsulation for the nanofood, the most common method is by solvent-activated release. The addition of water to dry beverages or cake mixes is an example. Liposomes have been applied in cheese-making, and its use in the preparation of nanofood emulsions such as spreads, margarine and mayonnaise is a developing area. Most recent developments include the NM capsulation for nanofood in the areas of controlled release, carrier materials, preparation methods and sweetener immobilization. New markets are being developed and current research is underway to reduce the high production costs and lack of food-grade materials.

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Characterization of Lactobacillus fermentum PL9988 Isolated from Healthy Elderly Korean in a Longevity Village

  • Park, Jong-Su;Shin, Eunju;Hong, Hyunjin;Shin, Hyun-Jung;Cho, Young-Hoon;Ahn, Ki-Hyun;Paek, Kyungsoo;Lee, Yeonhee
    • Journal of Microbiology and Biotechnology
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    • 제25권9호
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    • pp.1510-1518
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    • 2015
  • In this work, we wanted to develop a probiotic from famous longevity villages in Korea. We visited eight longevity villages in Korea to collect fecal samples from healthy adults who were aged above 80 years and had regular bowel movements, and isolated lactic-acid-producing bacteria from the samples. Isolated colonies that appeared on MRS agar containing bromophenol blue were identified by means of 16S rRNA sequencing, and 102 of the isolates were identified as lactic-acid-producing bacteria (18 species). Lactobacillus fermentum was the most frequently found species. Eight isolates were selected on the basis of their ability to inhibit the growth of six intestinal pathogens (Escherichia coli O157:H7, Salmonella enterica subsp. enterica Typhimurium, Salmonella enterica subsp. enterica Enteritidis, Enterococcus faecalis, Staphylococcus aureus, and Listeria monocytogenes) and their susceptibility to 15 antimicrobial agents. Among these eight isolates, four Lactobacillus fermentum isolates were found not to produce any harmful enzymes or metabolites. Among them, Lactobacillus fermentum isolate no. 24 showed the strongest binding to intestinal epithelial cells, the highest immune-enhancing activity, anti-inflammation activity, and anti-oxidation activity as well as the highest survival rates in the presence of artificial gastric juice and bile solution. This isolate, designated Lactobacillus fermentum PL9988, has all the characteristics for a good probiotic.

Current status and prospects for in-feed antibiotics in the different stages of pork production - A review

  • Li, Junyou
    • Asian-Australasian Journal of Animal Sciences
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    • 제30권12호
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    • pp.1667-1673
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    • 2017
  • Antibiotics have long been of great benefit for people, both in the medical treatment of human disease and in animal food where they improve the growth performance and feed utilization during animal production. Antibiotics as in-feed supplements affect all stages of pork production, including the gestation, nursing, growing, and finishing stages, although the effects show stage-dependent differences. However, the use of antibiotics in animal feed has become a worldwide concern. This review describes why sub-therapeutic levels of antibiotic additives in animal feed have become an integral part of animal feeding programs for more than 70 years, particularly in pork production. It also discusses the threat of the long-term use of sub-therapeutic levels of antibiotics in pork production. In recent years, the effectiveness of in-feed antibiotics has tended to decrease. This review analyzes this change from various perspectives. First, the equipment used at pig farms has improved dramatically and is more sanitary. Worldwide, more pig farms use pig farrowing crates, gestation crates, piglet nursery crates, flooring devices, piggery ventilation and cooler systems, automatic pig feeders, piggery heating equipment, and artificial insemination systems. In addition, scientists have replaced the use of antibiotics with organic acids, fermented mash, probiotics, prebiotics, minerals, oligosaccharides, enzymes, herbs/flavors, and protein/amino acids, and have improved management and husbandry techniques. In addition, animal welfare legislation has been aimed at improving the quality of the floors and living space, ensuring that animals have permanent access to fresh water, and setting a minimum weaning age. Finally, the prospects and the possibility of replacing antibiotics in pork production are described, in line with recent research results.