• 제목/요약/키워드: glucose levels

검색결과 2,645건 처리시간 0.023초

Automatic Detection of Anomalies in Blood Glucose Using a Machine Learning Approach

  • Zhu, Ying
    • Journal of Communications and Networks
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    • 제13권2호
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    • pp.125-131
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    • 2011
  • Rapid strides are being made to bring to reality the technology of wearable sensors for monitoring patients' physiological data.We study the problem of automatically detecting anomalies in themeasured blood glucose levels. The normal daily measurements of the patient are used to train a hidden Markov model (HMM). The structure of the HMM-its states and output symbols-are selected to accurately model the typical transitions in blood glucose levels throughout a 24-hour period. The learning of the HMM is done using historic data of normal measurements. The HMM can then be used to detect anomalies in blood glucose levels being measured, if the inferred likelihood of the observed data is low in the world described by the HMM. Our simulation results show that our technique is accurate in detecting anomalies in glucose levels and is robust (i.e., no false positives) in the presence of reasonable changes in the patient's daily routine.

The Elevation Factors Associated with Increased Blood Glucose in Pregnant Women

  • Lee, Mi-Hwa
    • 대한임상검사과학회지
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    • 제43권4호
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    • pp.205-209
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    • 2011
  • Gestational diabetes mellitus(GDM) is likely to develop type 2 diabetes mellitus, cardiovascular disease, metabolic syndrome after delivery. Infants of diabetic women have higher incidence of congenital malformations than those of non-diabetic women. This study was performed to determine elevation factors associated with increased blood glucose in 350 pregnant women. Subjects were examined in June, 2011 to September, 2011 in Geongnam province. Fasting blood glucose, total cholesterol, triglyceride levels were measured by Olympus AU 680, and their body mass index (BMI) calculated. The mean total cholesterol levels were 223.22 mg/dL, triglyceride 188.38 mg/dL, and fasting blood glucose 100.18 mg/dL. Serum glucose level was significantly higher in the age group of 40 years($109.51{\pm}16.26mg/dL$) than 20 years and 30 years. And increase in triglyceride(>250 mg/dL) was significantly related to high blood glucose level($110.83{\pm}24.78mg/dL$), and increase in BMI(>26) was significantly related to high blood glucose level($114.03{\pm}27.09mg/dL$). However, cholesterol levels were not significantly related to high blood glucose level. In conclusion, the significant elevation factors in relation to the glucose levels were age, triglyceride, and BMI.

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Effects of seasonal variations in temperature and transport stressor on blood protein and glucose concentrations in wild teleosts of marbled sole(Limanda yokohamae) and greenling(Hexagrammos otakii)

  • Kim, Ki-Hong;Ahn, Kyong-Jin;Kwon, Se-Ryun;Huh, Sung-Hoi
    • 한국어병학회지
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    • 제14권1호
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    • pp.54-58
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    • 2001
  • The seasonal trends of plasma protein and glucose concentrations in marbled soles(Limanda yokohamae) and greenlings(Hexagrammos otakii), and the influence of transport stressor on those levels were investigated. Total plasma protein levels of marbled soles and greenlings in late spring and summer were significantly higher than those in winter(January). Plasma glucose levels were consistently increased according to elevation of water temperature both in marbled soles and greenlings. Transport stressor gave rise to decrease of plasma protein levels and increase of blood glucose levels.

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칼로리 급여량 제한이 OLETF 쥐의 혈당 및 혈청 지질량에 미치는 영향 (Effects of Caloric Restriction on Blood Glucose and Serum Lipid Levels of OLETF Rats)

  • 박상묵;차종희
    • 대한임상검사과학회지
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    • 제36권2호
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    • pp.215-221
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    • 2004
  • To determine the effects of caloric restriction on obese type 2 diabetes we measured body blood glucose and serum lipid level in dietary restricted Otsuka Long Evans Tokushima Fatty (OLETF) rats. OLETF rats (obese diabetic rats) and Long Evans Tokushima Otsuka (LETO) rats (control rats) were grouped into 2 groups; control (free feed) group and 30% caloric restricted (30% CR) group. At 24 weeks of age the 30% CR animals were provided a diet at a level of 30% less food (by weight) than control rats consumed during the previous week. Blood glucose levels and serum triglyceride, total cholesterol, and high density lipoprotein (HDL)-cholesterol levels of CR rats were determined every 2 weeks for 8 weeks total. Blood glucose, triglyceride and total cholesterol levels of OLETF rats were significantly higher compared to LETO rats. In OLETF rats, the blood glucose levels were decreased to 61% by 8 weeks in the 30% CR compared to the non-CR control group, but changes of blood glucose levels were not observed in LETO rats during the 8weeks in the 30% CR. The serum triglyceride levels of OLETF rats were decreased significantly in the 30% CR but no change in the serum of LETO rats was found. The total cholesterol level was not changed by dietary restriction in LETO rats, but significant changes were observed in OLETF rats by 30% dietary restriction. HDL-cholesterol levels were also increased by dietary restriction in both LETO and OLETF rats. These results suggested that elevated blood glucose, triglyceride and total cholesterol levels in diabetes II patients may be reduced by caloric restriction.

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삼귀용탕(蔘歸茸湯)이 정상 흰쥐 및 Streptozotocin으로 유도된 당뇨병 흰쥐의 혈당에 대한 영향 (Effects of Samguiyong-tang on the Blood Glucose Levels in Normal Rats or Diabetic Rats Induced by Streptozotocin)

  • 김형철;한효상;이영종
    • 대한본초학회지
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    • 제24권4호
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    • pp.25-30
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    • 2009
  • Objectives : In order to evaluate the effect of Samguiyong-tang (SGYT) on diabetes, we prepared two types of Samguiyong-tang (Type-I and -II) which was composed of three kinds of oriental drug such as Ginseng, Angelica gigantis radix and Deer antler. Type I was traditional hot-water extract prepared from three kinds of drug, and Type II was the mixture of ethanol-extract of ginseng and hot-water extract prepared from the other two drugs. Methods : We tested the effects of SGYT on the blood glucose levels in normal rats by the method of glucose tolerance test. And also examined the effects of SGYT on the levels in normal rats or diabetic rats induced by Streptozotocin during 20 days. Results : 1. In the course of oral glucose tolerance test, the blood glucose level decreased by administration of SGYT I or II in normal rats. 2. In the course administration of SGYT during 20 days in normal rats, the blood glucose levels decreased until day 4 by Type I or Type II, but thereafter the level was recovered to the normal. 3. In the course administration of SGYT during 20 days in the diabetic rats induced by streptozotocin, Type I (SGYT) had some effect on the blood glucose levels only at 12 day, and Type II (SGYT) decreased the levels from 6th day and so on, significantly. Conclusions : The results suggested that SGYT II had some decreasing effects on the blood glucose levels in diabetic rats induced by Streptozotocin.

Glucose Controls the Expression of Polypyrimidine Tract-Binding Protein 1 via the Insulin Receptor Signaling Pathway in Pancreatic β Cells

  • Jeong, Da Eun;Heo, Sungeun;Han, Ji Hye;Lee, Eun-young;Kulkarni, Rohit N.;Kim, Wook
    • Molecules and Cells
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    • 제41권10호
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    • pp.909-916
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    • 2018
  • In pancreatic ${\beta}$ cells, glucose stimulates the biosynthesis of insulin at transcriptional and post-transcriptional levels. The RNA-binding protein, polypyrimidine tract-binding protein 1 (PTBP1), also named hnRNP I, acts as a critical mediator of insulin biosynthesis through binding to the pyrimidine-rich region in the 3'-untranslated region (UTR) of insulin mRNA. However, the underlying mechanism that regulates its expression in ${\beta}$ cells is unclear. Here, we report that glucose induces the expression of PTBP1 via the insulin receptor (IR) signaling pathway in ${\beta}$ cells. PTBP1 is present in ${\beta}$ cells of both mouse and monkey, where its levels are increased by glucose and insulin, but not by insulin-like growth factor 1. PTBP1 levels in immortalized ${\beta}$ cells established from wild-type (${\beta}IRWT$) mice are higher than levels in ${\beta}$ cells established from IR-null (${\beta}IRKO$) mice, and ectopic re-expression of IR-WT in ${\beta}IRKO$ cells restored PTBP1 levels. However, PTBP1 levels were not altered in ${\beta}IRKO$ cells transfected with IR-3YA, in which the Tyr1158/1162/1163 residues are substituted with Ala. Consistently, treatment with glucose or insulin elevated PTBP1 levels in ${\beta}IRWT$ cells, but not in ${\beta}IRKO$ cells. In addition, silencing Akt significantly lowered PTBP1 levels. Thus, our results identify insulin as a pivotal mediator of glucose-induced PTBP1 expression in pancreatic ${\beta}$ cells.

난구세포, Glucose, SOD 첨가가 소 수정란의 체외발생에 미치는 영향에 관한 연구 (Effects of Cumulus Cells, Gulcose and SOD Levels During the In Vitro Culture in Medium on In Vitro Developmental Rates of Bovine Oocytes)

  • 김상근;이종진
    • 한국가축번식학회지
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    • 제20권3호
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    • pp.353-360
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    • 1996
  • The study was conducted to determine the optimal cumulus cells, glucose and superoxide dimutase(SOD) levels during the in vitro culture of bovine oocytes matured and fertilized in vitro for morulae and blastocyst development. Oocytes were cultured for 0~8 days in TCM-199 medium supplemented with 20% FCS, cumulus cells and with different glucose and SOD levels. The results are summarized as follows; 1. The in vitro developmental rates of bovine oocytes cultured in TCM-199 medium containing cumulus cells and 0.1, 0.5, 1.0, 5.0mM glucose levels 0~3 and 0~8 days after insemination were 21.1, 25.0, 23.3, 17.9 and 26.3, 25.7, 23.1, 19.4% respectively and there was significant differences on the development to the molurae and blastocysts stage among the cumulus cells and glucose levels. 2. The in vitro developmental rates of bovine oocytes cultured in TCM-199 medium containing 0.1, 0.5, 1.0, 5.0mM glucose levels 0~3 and 0~8 days after insemination were 11.3~24.5% and 17.3~25.0%, respectively. 3. The in vitro developmental rates bovine oocytes cultured in TCM-199 medium containing 100, 200, 300, 500 $\mu\textrm{g}$/ml SOD levels 0~3 and 0~8 days after insemination were 12.5~22.9% and 12.9~22.2%, respectively. Hight levels of SOD(500$\mu\textrm{g}$/ml) significantly reduced the rates ofmolurae and blastocysts stage(P<0.05).

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ᴅ-Xylose as a sugar complement regulates blood glucose levels by suppressing phosphoenolpyruvate carboxylase (PEPCK) in streptozotocin-nicotinamide-induced diabetic rats and by enhancing glucose uptake in vitro

  • Kim, Eunju;Kim, Yoo-Sun;Kim, Kyung-Mi;Jung, Sangwon;Yoo, Sang-Ho;Kim, Yuri
    • Nutrition Research and Practice
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    • 제10권1호
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    • pp.11-18
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    • 2016
  • BACKGROUND/OBJECTIVES: Type 2 diabetes (T2D) is more frequently diagnosed and is characterized by hyperglycemia and insulin resistance. $\small{D}$-xylose, a sucrase inhibitor, may be useful as a functional sugar complement to inhibit increases in blood glucose levels. The objective of this study was to investigate the anti-diabetic effects of $\small{D}$-xylose both in vitro and stretpozotocin (STZ)-nicotinamide (NA)-induced models in vivo. MATERIALS/METHODS: Wistar rats were divided into the following groups: (i) normal control; (ii) diabetic control; (iii) diabetic rats supplemented with a diet where 5% of the total sucrose content in the diet was replaced with $\small{D}$-xylose; and (iv) diabetic rats supplemented with a diet where 10% of the total sucrose content in the diet was replaced with $\small{D}$-xylose. These groups were maintained for two weeks. The effects of $\small{D}$-xylose on blood glucose levels were examined using oral glucose tolerance test, insulin secretion assays, histology of liver and pancreas tissues, and analysis of phosphoenolpyruvate carboxylase (PEPCK) expression in liver tissues of a STZ-NA-induced experimental rat model. Levels of glucose uptake and insulin secretion by differentiated C2C12 muscle cells and INS-1 pancreatic ${\beta}$-cells were analyzed. RESULTS: In vivo, $\small{D}$-xylose supplementation significantly reduced fasting serum glucose levels (P < 0.05), it slightly reduced the area under the glucose curve, and increased insulin levels compared to the diabetic controls. $\small{D}$-xylose supplementation enhanced the regeneration of pancreas tissue and improved the arrangement of hepatocytes compared to the diabetic controls. Lower levels of PEPCK were detected in the liver tissues of $\small{D}$-xylose-supplemented rats (P < 0.05). In vitro, both 2-NBDG uptake by C2C12 cells and insulin secretion by INS-1 cells were increased with $\small{D}$-xylose supplementation in a dose-dependent manner compared to treatment with glucose alone. CONCLUSIONS: In this study, $\small{D}$-xylose exerted anti-diabetic effects in vivo by regulating blood glucose levels via regeneration of damaged pancreas and liver tissues and regulation of PEPCK, a key rate-limiting enzyme in the process of gluconeogenesis. In vitro, $\small{D}$-xylose induced the uptake of glucose by muscle cells and the secretion of insulin cells by ${\beta}$-cells. These mechanistic insights will facilitate the development of highly effective strategy for T2D.

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

  • 류강선;이희삼
    • 한국잠사곤충학회지
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    • 제39권1호
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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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심혈관 수술 신생아의 혈당수준에 따른 환아 결과 (Patient Outcomes according to Blood Glucose Level in Neonates with Cardiovascular Surgery)

  • 황정혜;박형숙
    • Child Health Nursing Research
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    • 제18권1호
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    • pp.43-52
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    • 2012
  • Purpose: The purpose of this study was to provide basic data for suitable neonate blood glucose maintenance by investigating and analyzing the blood glucose level of post cardiovascular surgery neonates in the ICU for the effect of blood glucose levels on the following outcomes; ICU stay, hospital stay, mechanical ventilation time, morbidity, and mortality. Methods: The participants were 143 neonates in the ICU after having had cardiovascular surgery. The design for this study was an investigation of the blood glucose levels of the neonates and retrospective analysis of patient outcomes according to blood glucose level. Results: The results for the neonate groups showed that the factors of hospital stay, ICU stay, mechanical ventilation time and mortality, for the group with a blood glucose level over 140 mg/dL were longer and higher than for the group with blood glucose of less than 100 mg/dL or the group between 100-139 mg/dL. Conclusion: The results of this study indicate that when caring for neonates after cardiovascular surgery, it is important to recognize the influence of blood glucose levels on patient outcomes like hospital days, ICU stay, length of time on mechanical ventilation and mortality. Further, care guidelines for neonates' glucose level management need to be developed.