• Title/Summary/Keyword: Artificial diet

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A Study on the Development of a Chatbot Using Generative AI to Provide Diets for Diabetic Patients

  • Ha-eun LEE;Jun Woo CHOI;Sung Lyul PARK;Min Soo KANG
    • Korean Journal of Artificial Intelligence
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    • v.12 no.3
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    • pp.25-31
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    • 2024
  • The purpose of this study is to develop a sophisticated web-based artificial intelligence chatbot system designed to provide personalized dietary service for diabetic patients. According to a 2022 study, the prevalence of diabetes among individuals over 30 years old was 15.6% in 2020, identifying it as a significant societal issue with an increasing patient population. This study uses generative AI algorithms to tailor dietary recommendations for the elderly and various social classes, contributing to the maintenance of healthy eating habits and disease prevention. Through meticulous fine-tuning, the learning loss of the AI model was significantly reduced, nearing zero, demonstrating the chatbot's potential to offer precise dietary suggestions based on calorie intake and seasonal variations. As this technology adapts to diverse health conditions, ongoing research is crucial to enhance the accessibility of dietary information for the elderly, thereby promoting healthy eating practices and supporting disease prevention.

Preliminary Study on the Use of Bacillus sp., Vibrio sp. and Egg White to Enhance Growth, Survival Rate and Resistance of Penaeus monodon Fabricius to White Spot Syndrome Virus

  • Yusoff, F.M.;Shariff, M.;Lee, Y.K.;Banerjee, S.
    • Asian-Australasian Journal of Animal Sciences
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    • v.14 no.10
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    • pp.1477-1482
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    • 2001
  • Research in low cost feeds with high nutritional value and immunogenicity is important to reduce production cost and increase yields in the shrimp industry. In this study, immunostimulants of bacterial origin (peptidoglycan and lipopolysaccharides) and egg white were incorporated in shrimp diets as feed additives to determine the growth, survival and tolerance of Penaeus monodon to white spot syndrome virus (WSSV). Although the results obtained were not statistically significant (p>0.05) among the treatments, shrimp fed with bacterial additives and egg white showed higher weight gain, specific growth rate and survival than those fed on commercial shrimp diet. Shrimp fed with artificial diet showed 100% mortality when challenged with WSSV. However, shrimp fed on peptidoglycan supplemented diet had higher survival than their counterpart, whereas shrimp fed on egg white supplemented diet had a higher specific growth rate and better tolerance when challenged with WSSV. Further studies are required to determine the effectiveness and optimization of bacterial strains and egg white as feed additives to increase production and enhance the shrimp immune response to diseases.

Effect of omega-3 fatty acid supplementation in salmon oil on the production performance of lactating sows and their offspring

  • Kibria, Sumya;Choi, Young-Jo;Kim, In Ho
    • Korean Journal of Agricultural Science
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    • v.48 no.2
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    • pp.191-199
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    • 2021
  • Salmon oil (SO) could be used as a great source of ω-3 fatty acids in pig diet. The purpose of the study was to investigate the SO effect on production performance of sows and their offspring. 48 lactating sows (Landrace × Yorkshire) from Dankook University experimental farm were used in this study. Sows were conceived using either guided natural mating or by artificial insemination. Pregnancy diagnosis was confirmed by ultrasonography on day 25 after mating. Sows and their offspring were assigned randomly to 1 of 2 treatments. Treatments included: 1), control (CON); 2), control + SO 0.5% (CS). The inclusion of SO did not affect (p > 0.05) the litter size throughout the experiment. No difference (p > 0.05) was observed on the average daily feed intake (ADFI), chest circumference, estrus interval and sow backfat thickness between CON and SO treatments. Dietary SO supplemented diet reduced (p < 0.05) body weight loss during lactation compared with control treatment. Pigs fed SO supplemented diet did not affect (p > 0.05) the fecal scores during lactation compared with those fed control treatments. Sows fed SO supplemented diet led to a higher (p < 0.05) initial weight, weaning weight and average daily gain of piglets than those fed control diets. No difference (p > 0.05) was observed on piglet survival and fecal scores throughout the experiment. Inclusion of SO could reduce the body weight loss of sows and improves piglet growth during lactation, indicating SO has beneficial effects for pigs.

Effect of n-3 Fatty Acid Deficiency on Fatty Acid Composition in Brain, Retina and Liver Using a Novel Artificial Rearing System (인공 사육 동물 모델 시스템을 이용한 n-3 지방산 결핍이 쥐의 뇌, 망막, 간의 지방산 조성에 미치는 영향)

  • Lim, Sun-Young
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.34 no.4
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    • pp.466-475
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    • 2005
  • Docosahexaenoic acid (22:6n-3, DHA) is highly enriched in membrane of brain and retina, and plays an important role in maintaining an optimal function of the central nervous system. We investigated the effect of n-3 fatty acid deficiency on rat brain, retina and liver fatty acyl composition at two different ages (3 wks and 15 wks) under DHA deficient condition. Rat pups born to dams fed a diet with $3.1\%$ of total fatty acids as $\alpha-linolenic$ acid (LNA) were fed using an artificial rearing system either an n-3 deficient (n-3 Def) or n-3 adequate (n-3 Adq) diet. Both diets contained $17.1\%$ linoleic acid (LA) but the n-3 Adq diet also contained $3.1\%$ LNA. Rats consuming the n-3 Def diet showed a lower brain $(50\%\;in\;13\;wks\;and\;70\%\;in\;15\;wks,\;p<0.05)$ and retinal $(50\%\;in\;13\;wks\;and\;63\%\;in\;15\;wks,\;p<0.05)$ DHA than those on the n-3 Adq diet, which was largely compensated for by an increase in docosapentaenoic acid (22:5n-6, DPAn-6). In the liver of the n-3 Def group, the percentage of DHA decreased by $97\%$ at 3 wks of age with an apparent increase in DPAn-6 relative to the n-3 Adq group (p<0.05), while there was a $65\%$ lower liver DHA in n-3 Def group at 15 wks of age than the n-3 Adq group (p<0.05). Liver arachidonic acid (20:4n-6, AA) was increased at 3 wks of age but decreased at 15 wks of age in the n-3 Def group compared with n-3 Adq group (p<0.05). In conclusion, the replacement of DHA by DPAn-6 in brain and retina fatty acid composition may be related to the suboptimal function in spatial learning, memory and visual acuity. This artificial rearing method presents a first generation model for n-3 deficiency that is similar to the case of human nutrition that commonly employed two generation model.

Studies on the Efficiency of the Artificial Diet for the Silkworm, Bombyx mori L. (누에인공사료의 사료효율증진에 관한 연구)

  • 김주읍
    • Journal of Sericultural and Entomological Science
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    • v.28 no.2
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    • pp.38-47
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    • 1986
  • Silkworm(Bombix mori) were reared with modified artificial diets which were mixed with, as additives, leaf powders of Erigeron canadensis L., Cassia tora L., Cyperus anuricus Var.Laxus and Vigna Sinensis NEDL. The effects of additives on silkworm characteristisc of tested plants were summarized as follows ; 1. About 2-5% addition on dry weight base of leaf powders of E. canadensis, C. tora, C. anuricus or V.sinensis to the basic artificial diet promoted feeding response and digestion and resulted in good practical silkworm characteristics. The addition of V.sinensis and C.anuricus showed especially good effects. 2. The syneristic effect between different plant species was not recognized based on the feeding response and digestion of silkworm reared with various combinations of 2-4 different plant additives. 3. Electrophoretic zymograms of estrase, protease and phosphatase on haemolymph, intestine and silkgland were significantly different among treatments. In general, 1 or 2 more electrophoretic bands were detected when feeding response and digestion were promoted. 4. Contents of starch, crude fat, crude protein and inorganic base were apparently higher in the tested plants than in mulberry leaves. However, no volatile ingredent which is directly realted with feeding response was identified.

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Activity of Mixed Function Oxidase in a few Insect Species in Relation to Their Food Source (먹이종류에 따른 몇가지 곤충의 MFO활성 비교)

  • 이정호;부경생
    • Korean journal of applied entomology
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    • v.32 no.3
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    • pp.291-299
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    • 1993
  • Midgut tissues from 4 insect specIes were exammed for the activity of cytochrome P-450 monooxygenases, a major enzyme involved in chemical detoxification. When Helicoverpa assulta larvae were reared on an artificial d;et, the specific activity of the midgut cytochrome P-450 monooxygenases (MFO) was :3 times higher than that of the fat body, The specific activity of the midgut cytochrome P-450 monooxygenases was higher in H. assul/a larvae when reared on Nicotiana tabacum leaves than when on CapsIcum annuum fruits or an artificial diet. In the case of Hyphantria cunea larvae, Tilia megaphyllo leaves were the best in inducing midgut cytochrome P-450 monooxygenases activity. When larvae of H. assulta, Spodoptera exigua, H. cunea and Spodoptera litura were reared on their own artificial diet, the highest activity was seen in S. exigua larvae which is a polyphagous and insecticide-resistant strain.

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Effects of Artificial Culture Medium of Wild Ginseng on the Physico-chemical Characteristics of Pork (돈육의 이화학적 품질 특성에 미치는 산삼 배양액 급여 영향)

  • Jin, Sang-Keun;Kim, Il-Suk;Jung, Hyun-Jung;Kim, Dong-Hoon;Lee, Jae-Ryong
    • Food Science of Animal Resources
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    • v.26 no.3
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    • pp.337-342
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    • 2006
  • A total of 120 pigs (Berkshire) were used to investigate the effect of dietary supplementation with artificial culture medium of wild ginseng (CWG) on the physico-chemical characteristics of pork About $60{\pm}3kg$ pigs were randomly assigned to 4 pens based on sex and diet (C: commercial diet feed or T: commercial diet+1 L CWG per day for 70 days). Pigs were slaughtered at approximately 110 kg live weight, and proximate composition and physico-chemical characteristics were measured in pork loin. The moisture content, hardness and chewiness of pork were higher in gilt fed CWG than in gilt fed the control diet, but the water-holding capacity of pork and $L^*$ values of fat color were lower. The shear force and $a^*$ values of pork were higher in barrow fed CWG than in harrow fed the control diet. The crude fat content, hardness, cohesiveness, chewiness of pork and $a^*\;and\;b^*$ values of fat color were lower in barrow than in gilt, but the pH was higher. These results imply that the proximate composition and physico-chemical characteristics of pork could be affected by dietary supplementation with CWG and the sex of the pig, while the texture properties and at values of pork may be improved with dietary CWG.

The effects of charcoal in diet on the immune responses of flounder , Paralichthys olivaceus (숯첨가 사료투여가 넙치의 면역반응에 미치는 영향)

  • kjwon, Mun-Gyeong;Lee, Yun-Ho;Park, Sang-Un;Kim, Bong-Seok;Park, Soo-Il
    • Journal of fish pathology
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    • v.15 no.1
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    • pp.17-24
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    • 2002
  • The charcoal effects on the immune responses of flounder, Paralichthys olivaceus were studied. Fish were fed an experimental diet supplemented with 1%, 3% or 5% of charcoal to a commercial diet. Several factors such as weight gain, hematological parameters, nonspecific immune responses and resistance against Edwardsiella tarda were evaluated 4 and 8 weeks after the administraion. The changes of body weight and lysozyme activities were not signigicant among tested groups. But cholesterol and total protein concentration in the blood were significantly lower in the 5% supplemented group than in the control. The production of superoxide by macrophage from the head kidney, examined by NBT reduction, was significantly higher in the 3% charcoal supplemented groups than in the control. The survival rate after an artificial challenge with 1×10^exp(7) cells of E. tarda per fish was significantly the highest in the 3% charcoal supplemented group.

An Activity of Lowering Blood-glucose Levels Accoring to Preparative Conditions of Silkworm Powder (누에분말 제조 조건에 따른 혈당강하효과)

  • 류강선;이희삼
    • Journal of Sericultural and Entomological Science
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    • v.39 no.1
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    • pp.79-85
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    • 1997
  • Bombyx mori, silkworm powder has been studied for blood-glucose lowering activity by National Sericulture & Entomology Research Institute(NSERI) and Kyung Hee University group in 1995. To obtain the optimum preparative condition of silkworm powder for lowering blood-glucose levels in postprandial time, blood-glucose lowering activity of mulberry & silkworm varieties were examined. In mulberry varieties, Samkwangjam showed the highest activity. Activity for lowering blood-glucose levels of autumn rearing silkworm was higher than that of spring silkworm and hybrid silkworm showed higher activity than that of parent silkworm. In the silkworm lines, Chinese lines showed higher activity than that of Japanese lines. In experiments to see the difference in blood-glucose lowering activity between either male and female or larvae and pupae, activity of larvae was higher than that of pupae and the male was higher than female. The heating dry and artificial diet showed lower than mulberry diet and normal freeze dry of the 5th instar 3rd day. Among the sericultural products, larvae showed the highest activity.

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Effects of Dietary Carotenoids on the Nuptial Color of the Bitterling (Rhodeus uyekii) (Carotenoids 첨가 사료가 각시붕어 (Rhodeus uyekii)의 체색에 미치는 영향)

  • KIM Hwa Sun;KIM Youhee;CHO Sung Hwoan;JO Jae-Yoon
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.32 no.3
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    • pp.276-279
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    • 1999
  • The body color of fish fed were improved to be clearer by feeding the bitterling an artificial diet containing different carotenoids. The possibilities of using the bitterling, Rhodeus uyekii, an aboriginal fish of Korea, were studied by feeding the experimental diets supplemented with the various carotenoids (astaxanthin, lutein, and $\beta$-carotene). Amount of total carotenoids in the groups of fish fed by supplementation carotenoids were relatively higher than the control group of fish fed by no supplementation carotenoids. Especially, the group of fish fed by lutein supplementation diet showed most clarity in body color. The group of fish fed by astaxanthin supplementation diet showed the highest growth while the group of fish fed by lutein or $\beta$-carotene supplementation diet showed no significant different comparing to the control group of fish. The results from this study indicated that the bitterling could be a new ornamental fish as long as provided with the proper diet and culture condition.

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