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Effect of dates on blood glucose and lipid profile among patients with type 2 diabetes
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作者 Hyder Osman Mirghani 《World Journal of Diabetes》 SCIE 2024年第6期1079-1085,共7页
Poor fruit and vegetable consumption is one of the 10 major risk factors for mortality.There is a misconception regarding the consumption of dates among patients with diabetes.This manuscript assessed the effects of d... Poor fruit and vegetable consumption is one of the 10 major risk factors for mortality.There is a misconception regarding the consumption of dates among patients with diabetes.This manuscript assessed the effects of date consumption on fasting and postprandial blood glucose,glycated hemoglobin,total cholesterol,triglycerides,low-density lipoproteins,high-density lipoproteins,and microbial markers.Four literature databases were searched for relevant articles.Of the 595 studies retrieved,24 assessed the effects of dates on glycemic control and lipids.Overall,the evidence suggests that dates have a lowering effect on blood glucose.Dates reduce total cholesterol and triglyceride levels and increase high-density lipoprotein levels.Dates also promote the abundance of beneficial gut microbiota.Therefore,patients with diabetes and dyslipidemia can consume dates to reduce their blood glucose,cholesterol,and triglycerides. 展开更多
关键词 DATES Lipid profile blood glucose Diabetes mellitus Microbial contamination
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Influence of blood glucose fluctuations on chemotherapy efficacy and safety in type 2 diabetes mellitus patients complicated with lung carcinoma
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作者 Tian-Zheng Fang Xian-Qiao Wu +4 位作者 Ting-Qi Zhao Shan-Shan Wang Guo-Mei-Zhi Fu Qing-Long Wu Cheng-Wei Zhou 《World Journal of Diabetes》 SCIE 2024年第4期645-653,共9页
BACKGROUND Patients with type 2 diabetes mellitus(T2DM)have large fluctuations in blood glucose(BG),abnormal metabolic function and low immunity to varying degrees,which increases the risk of malignant tumor diseases ... BACKGROUND Patients with type 2 diabetes mellitus(T2DM)have large fluctuations in blood glucose(BG),abnormal metabolic function and low immunity to varying degrees,which increases the risk of malignant tumor diseases and affects the efficacy of tumor chemotherapy.Controlling hyperglycemia may have important therapeutic implications for cancer patients.AIM To clarify the influence of BG fluctuations on chemotherapy efficacy and safety in T2DM patients complicated with lung carcinoma(LC).METHODS The clinical data of 60 T2DM+LC patients who presented to the First Affiliated Hospital of Ningbo University between January 2019 and January 2021 were retrospectively analyzed.All patients underwent chemotherapy and were grouped as a control group(CG;normal BG fluctuation with a mean fluctuation<3.9 mmol/L)and an observation group(OG;high BG fluctuation with a mean fluctuation≥3.9 mmol/L)based on their BG fluctuations,with 30 cases each.BGrelated indices,tumor markers,serum inflammatory cytokines and adverse reactions were comparatively analyzed.Pearson correlation analysis was performed to analyze the correlation between BG fluctuations and tumor markers.RESULTS The fasting blood glucose and 2-hour postprandial blood glucose levels in the OG were notably elevated compared with those in the CG,together with markedly higher mean amplitude of glycemic excursions(MAGE),mean of daily differences,largest amplitude of glycemic excursions and standard deviation of blood glucose(P<0.05).In addition,the OG exhibited evidently higher levels of carbohydrate antigen 19-9,carbohydrate antigen 125,carcinoembryonic antigen,neuron-specific enolase,cytokeratin 19,tumor necrosis factor-α,interleukin-6,and highsensitivity C-reactive protein than the CG(P<0.05).Pearson analysis revealed a positive association of MAGE with serum tumor markers.The incidence of adverse reactions was significantly higher in the OG than in the CG(P<0.05).CONCLUSION The greater the BG fluctuation in LC patients after chemotherapy,the more unfavorable the therapeutic effect of chemotherapy;the higher the level of tumor markers and inflammatory cytokines,the more adverse reactions the patient experiences. 展开更多
关键词 blood glucose fluctuation Type 2 diabetes mellitus Lung carcinoma Tumor markers
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A Study on Near-Infrared Non-Invasive Blood Glucose Concentration Regression Prediction Based on PSO-MKL-SVR
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作者 Xinjia Yang Linhua Zhou 《Journal of Applied Mathematics and Physics》 2024年第1期1-11,共11页
To improve the accuracy of predicting non-invasive blood glucose concentration in the near-infrared spectrum, we utilized the Particle Swarm Optimization (PSO) algorithm to optimize hyperparameters for the Multi-Kerne... To improve the accuracy of predicting non-invasive blood glucose concentration in the near-infrared spectrum, we utilized the Particle Swarm Optimization (PSO) algorithm to optimize hyperparameters for the Multi-Kernel Learning Support Vector Machine (MKL-SVR). With these optimized hyperparameters, we established a non-invasive blood glucose regression model, referred to as the PSO-MKL-SVR model. Subsequently, we conducted a comparative analysis between the PSO-MKL-SVR model and the PSO-SVR model. In a dataset comprising ten volunteers, the PSO-MKL-SVR model exhibited significant precision improvements, including a 16.03% reduction in Mean Square Error and a 0.29% increase in the Squared Correlation Coefficient. Moreover, there was a 0.14% higher probability of the Clark’s Error Grid Analysis falling within Zone A. Additionally, the PSO-MKL-SVR model demonstrated a faster operational speed compared to the PSO-SVR model. 展开更多
关键词 SVM MKL PSO Non-Invasive blood glucose
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Effects of Radix Puerariae, Radix Rehmanniae and Their Compatibility on Blood Glucose and Blood Lipids in Mice
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作者 Yumei ZHANG Yulin ZHAO +3 位作者 Yanmei QIN Jialing WEI Xiang QIN Suoyi HUANG 《Medicinal Plant》 2024年第1期45-47,共3页
[Objectives]To explore the effects of the compatibility of Radix Puerariae and Radix Rehmanniae on blood glucose and blood lipids in diabetic mouses.[Methods]Diabetic mouse model was established.The body weight and fa... [Objectives]To explore the effects of the compatibility of Radix Puerariae and Radix Rehmanniae on blood glucose and blood lipids in diabetic mouses.[Methods]Diabetic mouse model was established.The body weight and fasting blood glucose of mice were measured after 7 and 14 d of administration,and the biochemical indicators of blood lipids(TC,HDL-C,and LDL-C)were detected after 14 d of administration.[Results]Compared with the Radix Puerariae group and Radix Rehmanniae group,the compatibility group(1:2)had the best hypoglycemic effect(P<0.05),and TC and LDL-C in the compatibility group(2:1)significantly decreased(P<0.05),while HDL-C in the compatibility group(1:1)significantly increased(P<0.05).[Conclusions]Radix Puerariae,Radix Rehmanniae and their combination can reduce the blood glucose of diabetic mice.The compatibility group(1:2)had a significant hypoglycemic effect(P<0.05),and LDL-C in the compatibility group(2:1)significantly declined,while HDL-C in the compatibility group(1:1)rose significantly. 展开更多
关键词 Radix Puerariae Radix Rehmanniae Compatibility Hypoglycemic effect blood lipids
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What,why and how to monitor blood glucose in critically ill patients
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作者 Deven Juneja Desh Deepak Prashant Nasa 《World Journal of Diabetes》 SCIE 2023年第5期528-538,共11页
Critically ill patients are prone to high glycemic variations irrespective of their diabetes status.This mandates frequent blood glucose(BG)monitoring and regulation of insulin therapy.Even though the most commonly em... Critically ill patients are prone to high glycemic variations irrespective of their diabetes status.This mandates frequent blood glucose(BG)monitoring and regulation of insulin therapy.Even though the most commonly employed capillary BG monitoring is convenient and rapid,it is inaccurate and prone to high bias,overestimating BG levels in critically ill patients.The targets for BG levels have also varied in the past few years ranging from tight glucose control to a more liberal approach.Each of these has its own fallacies,while tight control increases risk of hypoglycemia,liberal BG targets make the patients prone to hyperglycemia.Moreover,the recent evidence suggests that BG indices,such as glycemic variability and time in target range,may also affect patient outcomes.In this review,we highlight the nuances associated with BG monitoring,including the various indices required to be monitored,BG targets and recent advances in BG monitoring in critically ill patients. 展开更多
关键词 blood glucose Continuous glucose monitoring Critical care Glycaemic indices HYPOGLYCAEMIA Intensive care unit
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Lowering fasting blood glucose with non-dialyzable material of cranberry extract is dependent on host genetic background,sex and diet 被引量:1
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作者 Fatima Amer-Sarsour Rana Tarabeih +1 位作者 Itzhak Ofek Fuad A.Iraqi 《Animal Models and Experimental Medicine》 CAS CSCD 2023年第3期196-210,共15页
Background:Type 2 diabetes(T2D)is a polygenic metabolic disease,character-ized by high fasting blood glucose(FBG).The ability of cranberry(CRN)fruit to regulate glycemia in T2D patients is well known.Here,a cohort of ... Background:Type 2 diabetes(T2D)is a polygenic metabolic disease,character-ized by high fasting blood glucose(FBG).The ability of cranberry(CRN)fruit to regulate glycemia in T2D patients is well known.Here,a cohort of 13 lines of the genetically diverse Collaborative Cross(CC)mouse model was assessed for the effect of non-dialyzable material(NDM)of cranberry extract in lowering fasting blood glucose.Methods:Eight-week-old mice were maintained on either a standard chow diet(con-trol group)or a high-fat diet(HFD)for 12 weeks,followed by injections of intraperi-toneal(IP)NDM(50 mg/kg)per mouse,three times a week for the next 6 weeks.Absolute FBG(mg/dl)was measured bi-weekly and percentage changes in FBG(%FBG)between weeks 0 and 12 were calculated.Results:Statistical analysis showed a significant decrease in FBG between weeks 0 and 12 in male and female mice maintained on CHD.However,a non-significant in-crease in FBG values was observed in male and female mice maintained on HFD dur-ing the same period.Following administration of NDM during the following 6 weeks,the results show a variation in significant levels of FBG lowering between lines,male and female mice and under the different diets.Conclusion:The results suggest that the efficacy of NDM treatment in lowering FGB depends on host genetic background(pharmacogenetics),sex of the mouse(phar-macosex),and diet(pharmacodiet).All these results support the need for follow-up research to better understand and implement a personalized medicine approach/uti-lization of NDM for reducing FBG. 展开更多
关键词 chow diet(CHD) collaborative cross(CC)mouse model fasting blood glucose(FBG) high-fat diet(HFD) non-dialyzable material(NDM)of cranberry extract type 2 diabetes(T2D)
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Intraoperative Blood Glucose Levels and Postoperative Acute Kidney Injury in Pediatric Patients Having Congenital Heart Surgery under Cardiopulmonary Bypass
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作者 Dongyun Bie Hongbai Wang +7 位作者 Chaobin Zhang Chunrong Wang Yuan Jia Su Yuan Sheng Shi Jiangshan Huang Jianhui Wang Fuxia Yan 《Congenital Heart Disease》 SCIE 2023年第4期475-488,共14页
Purpose:This study sought to explore the effect of intraoperative mean blood glucose levels and variability on postoperative acute kidney injury(AKI)in children undergoing congenital cardiac surgery.Methods:We conduct... Purpose:This study sought to explore the effect of intraoperative mean blood glucose levels and variability on postoperative acute kidney injury(AKI)in children undergoing congenital cardiac surgery.Methods:We conducted a prospective nested case-control study in children(age<18 years)undergoing congenital heart surgery with cardiopulmonary bypass(CPB)at the Fuwai Hospital between April 01,2022 and July 30,2022.Cases were individuals who developed AKI within the first postoperative 7 days(AKI group)and controls were those without AKI(Non-AKI group)according to KDIGO criteria.AKI and Non-AKI groups unmatched and 1:1 matched by age,sex,and baseline serum creatinine were separately analyzed.Multivariate logistic and conditional logistic regressions were used to assess the associations between blood glucose variables and AKI.Results:688 consecutively approached patients were included in the final analysis.On multivariate analysis,intra-CPB(adjusted odds ratio[OR]0.802;95%confidence interval[CI],0.706 to 0.912;p=0.001)and post-CPB(adjusted OR 0.830;95%CI,0.744 to 0.925;p=0.001)blood glucose levels were associated with postoperative AKI.There were no significant differences in pre-CPB blood glucose(adjusted OR 0.926;95%CI,0.759 to 1.129;p=0.446)or intraoperative glycemic fluctuations(adjusted OR 0.905;95%CI,0.723 to 1.132;p=0.382)between AKI and Non-AKI groups.Results based on matched cases and controls were consistent with those from the unmatched analyses.Conclusion:Higher intraoperative blood glucose levels during and after CPB were protective factors against postoperative AKI in pediatric patients after congenital heart surgery. 展开更多
关键词 blood glucose CHILDREN congenital heart surgery cardiopulmonary bypass acute kidney injury
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Altered Levels of Blood Glucose and Serum Lipids in Sudanese Patients with Ovarian Cancer
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作者 Maysoon A. Hassaan Atif H. Khirelsied +1 位作者 Tagelsir M. Ali Ahmed A. Agab-Aldour 《Open Journal of Obstetrics and Gynecology》 CAS 2023年第5期896-906,共11页
Background: The etiology of ovarian cancer is not well-understood;numerous metabolomics profiling, epidemiological, and hospital-based case control studies have associated abnormal levels of blood glucose and serum li... Background: The etiology of ovarian cancer is not well-understood;numerous metabolomics profiling, epidemiological, and hospital-based case control studies have associated abnormal levels of blood glucose and serum lipids with the risk and the prognosis of various types of cancers including ovarian cancer. The association between the risk of the incidence of ovarian cancer and the alterations in the levels of blood glucose and serum lipids is not well defined. Objective: In this study we aimed to compare the levels of blood glucose, triacylglycerols, low-density lipoprotein cholesterol, and high-density lipoprotein cholesterol in patients with different stages of ovarian cancer and healthy controls to determine how they relate to the risk and prognosis of ovarian cancer. Methodology: In a case-control cross sectional study, we enrolled ninety-nine Sudanese women, diagnosed with ovarian cancer but had not received any kind of treatment as the study group, and a control group of forty-one age-matched, apparently healthy women. The patients were classified according to the International Federation of Obstetricians and Gynecologists staging system into two groups: early stages (stage I & II) and late stages (stages III & IV). Blood glucose and serum lipids;triacylglycerols, total cholesterol, low-density lipoprotein cholesterol and high-density lipoprotein cholesterol were determined by enzymatic colorimetric methods using commercially available analytical kits. The IBM SPSS version 20 software was used for statistical analysis. A Mann-Whitney U test was used for comparison of the median concentrations of blood glucose, triacylglycerols, total cholesterol, low-density lipoprotein cholesterol and high-density lipoprotein cholesterol in the study groups. Logistic regression model was used to estimate the relative risk of ovarian cancer in relation to levels of blood glucose and serum lipids. P value of 0.05 was considered significant. Results: Our data indicated significantly higher levels of blood glucose (p < 0.001), triacylglycerols (p = 0.002), and low-density lipoprotein cholesterol (p < 0.001), and lower levels of high-density lipoprotein cholesterol (p = 0.023), in ovarian cancer patients compared to the control subjects. No significant difference was found in the levels of blood glucose or any of the serum lipids between patients in the early stages (stage I & II) and those in late stages (stage III & IV) of ovarian cancer. The logistic regression analysis indicated significant association between the elevated levels of the blood glucose, triacylglycerols and low-density lipoprotein cholesterol and the risk of the ovarian cancer. Conclusion: We conclude that the levels of blood glucose, triacylglycerols, low-density lipoprotein cholesterol and high-density lipoprotein cholesterol differ significantly between ovarian cancer patients and the healthy control subjects. The risk of ovarian cancer was positively associated with the levels of blood glucose, triacylglycerols and low-density lipoprotein cholesterol, and negatively associated with levels of high-density lipoprotein cholesterol. Therefore, determination of blood glucose and serum lipids, particularly, triacylglycerols, low-density lipoprotein cholesterol may be helpful as diagnostic indicators of ovarian cancer (OC). 展开更多
关键词 blood glucose CHOLESTEROL Ovarian Cancer Serum Lipids TRIACYLGLYCEROL
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Detection and management of perioperative blood glucose abnormalities
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作者 Yi Rong Wei-Bing Shuang 《Frontiers of Nursing》 2023年第4期373-380,共8页
Diabetes mellitus is a common chronic disease.With the improvement of living standards,the prevalence of diabetes mellitus in China is increasing.There are now more people with diabetes in China(>100 million)than i... Diabetes mellitus is a common chronic disease.With the improvement of living standards,the prevalence of diabetes mellitus in China is increasing.There are now more people with diabetes in China(>100 million)than in any other country.About half of these people with diabetes need to undergo at least one procedure in their lifetime.Diabetic patients have a much higher probability of perioperative dysglycemia than the normal population,which has a great impact on their prognosis.In addition,non-diabetic patients may also have abnormal blood glucose levels due to various reasons during the perioperative period,which will also lead to a series of adverse consequences.This ar ticle reviews the perioperative blood glucose management of patients to provide a reference for improving their health status. 展开更多
关键词 blood glucose monitoring DIABETES DYSGLYCEMIA PERIOPERATIVE postoperative rehabilitation REVIEW
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Relationship Between Postprandial Blood Glucose,Fasting Insulin,and Glycated Hemoglobin Levels and Early Diabetic Nephropathy in Patients with Type 2 Diabetes Mellitus
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作者 Xing Fan Zhe Li 《Proceedings of Anticancer Research》 2023年第2期33-38,共6页
Objective:To investigate the relationship between postprandial blood glucose(PBG),fasting insulin(FINS),and glycated hemoglobin(HbA1c)levels and early diabetic nephropathy in patients with type 2 diabetes.Methods:96 c... Objective:To investigate the relationship between postprandial blood glucose(PBG),fasting insulin(FINS),and glycated hemoglobin(HbA1c)levels and early diabetic nephropathy in patients with type 2 diabetes.Methods:96 cases of type 2 diabetes mellitus treated in our hospital from May 2021 to May 2022 were selected as the research subjects.The patients were divided into two groups according to the urinary albumin excretion rate(UAER),with 53 cases in the type 2 diabetes group(UAER<30μg/min)and 43 cases in the early diabetic nephropathy group(30μg/min≤UAER<300μg/min).PBG,FINS,and HbA1c levels were detected in 87 healthy patients.Results:The levels of PBG,FINS,and HbA1c in the early diabetic nephropathy group were higher than those in the control group(P<0.01)and the type 2 diabetes group(P<0.01).Conclusion:PBG,FINS,and HbA1c are factors affecting the occurrence of diabetic nephropathy in patients with type 2 diabetes;thus,controlling the levels of PBG,FINS,and HbA1c can effectively prevent the occurrence of diabetic nephropathy in type 2 diabetes mellitus. 展开更多
关键词 Type 2 diabetes mellitus Diabetic nephropathy Postprandial blood glucose
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Recovery of Hunger Sensations Associated with Low Preprandial Blood Glucose: An Easy Exit from Diabetes?
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作者 Mario Ciampolini Gaia Cecchi 《Open Journal of Preventive Medicine》 2016年第5期149-159,共11页
Background: Obesity, diabetes, asthma, autism, birth defects, dyslexia, attention deficit-hyperactivity disorder and schizophrenia have increased in children in the last half century. These increases may depend on the... Background: Obesity, diabetes, asthma, autism, birth defects, dyslexia, attention deficit-hyperactivity disorder and schizophrenia have increased in children in the last half century. These increases may depend on the widespread, well known error in energy balance: the unremitting addition of fat at any will (decision) to eat. In most (60%) but not all people, the decision arises as conditioned before energy exhaustion of the energy available from previous meals. After meal suspension for few hours (up to 48 hours), healthy subjects identified the arousal of sensations of hunger that we named Initial Hunger (IH). After this identification, subjects distinguished IH from conditioned sensations before subsequent meals by mental comparison of the current arousal with the remembered IH. BG decreased to 76.6 ± 3.7 mg/dL and hunger sensations (Initial hunger, IH) arose spontaneously and corresponded to the complete exhaustion of the previous meals. Objective: Not Insulin Dependent (NID) diabetic people differ from fattening people in this: after meal suspension, they do not develop any hunger sensation nor the associated low blood glucose (BG). Methods: Meal suspension lets IH arise and after no arousal, reduction of energy intake. The two subjects consumed meals that provided at least 20 grams of animal protein and up to one kg of not-starchy vegetable (NSV) for 6 to 12 months. At reappearance of IH, we implemented an Initial Hunger Meal Pattern (IHMP). Results: We tried to implement IHMP training in two obese (BMI of 39 and 33) adults out of two consecutive recruitments of subjects who showed high fasting BG. We found an absence of BG decline to 76.6 ± 3.7 mg/dL and an absence of any hunger sensation after eating suspension. Both subjects lost 13% - 20% of their body weight and recovered 76.6 ± 3.7 mg/dL of BG and hunger sensations, i.e., went off diabetes. IHMP maintained the decreased body weight in the subsequent months. Conclusion: Diabetes develops for inveterate conditioned intake (when previous energy intake has not been fully exhausted before meals), excessive fattening (with presumed excessive post-absorption emission of fatty acids from fatty tissues), permanent loss of BG decline to 76.6 ± 3.7 mg/dL and permanent loss of physiological signals of hunger. A healthy, non-diabetic life may be recovered by painless loss of weight up to 20%. The body weight remained stable by implementing IHMP at reappearance of hunger sensations. This costs accurate energy intake planning instead of hunger endurance. 展开更多
关键词 Energy Balance Energy Intake Even Energy Balance blood glucose Even blood glucose Homeostasis FATTENING Insulin Resistance DIABETES
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Investigation on Blood Glucose Control Nursing of ICU Severe Patients
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作者 Shoutao Guo 《Journal of Clinical and Nursing Research》 2020年第6期11-14,共4页
Objective:To analyze the effect of blood glucose control mursing in intensive care umit (ICU)patients.Methods:The clinical data of 70 severe patients in ICU of ou hospital fom January 2019 to May 2020 were retrospecti... Objective:To analyze the effect of blood glucose control mursing in intensive care umit (ICU)patients.Methods:The clinical data of 70 severe patients in ICU of ou hospital fom January 2019 to May 2020 were retrospectively analyzed.The climical data of 34 patients with routine intervention were divided into the control group,and the clinical data of 36 patients with routine intervention and blood glucose control mursing were divided into the observation group,all were intervened for 14 days.The blood glucose levels and prognosis of the two groups were compared before intervention and at the end of 14 days of intervention,the time required o achieve the standard blood glucose level of the two groups was recorded Results:After 14 days of intervention,the fasting blood glucose level of the observation group was lower than the control group,the difference was satisically significant(P<0.05);the time of blood glucose reaching the standard in the observation group was shorter than that in the control group,the difference was statistically significant(P<0.05);on the 14th day of intervention,the sequential organ failure asessment score(SOFA)score of the two groups was lower than before intervention,the SOFA score of the observation group was lower than control group,the difference was statistically significant(P<0.05).Conclusion:The effect of blood glucose control mursing in ICU is better,which effectively controlled the blood glucose level of patients and improved the prognosis of patients. 展开更多
关键词 Intensive care blood glucose control Fasting blood glucose Sequential organ failure assessment score
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Oligosaccharide and Creatine Supplementation on Glucose and Urea Nitrogen in Blood and Serum Creatine Kinase in Basketball Athletes
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作者 石大玲 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2005年第5期587-589,共3页
Summary: The effects of oligosaccharide and creatine (Cr) supplementation on glucose, lactic acid and urea nitrogen levels in blood and activity of serum creatine kinase (CK) were explored. Twenty CUBA male athle... Summary: The effects of oligosaccharide and creatine (Cr) supplementation on glucose, lactic acid and urea nitrogen levels in blood and activity of serum creatine kinase (CK) were explored. Twenty CUBA male athletes were divided into 4 groups: group A (supplementation of Cr alone), group B (supplementation of oligosaccharide), group C (supplementation of oligosaccharide and Cr) and group D (placebo control group). By using orthogonal L4 table (2a ), the experiment was performed. There were factors including oligosaccharide (carbohydrate, CHO), Cr and their correlation. Each factor had two levels: supplementation and no-supplementation. The results showed that the supplementation of CliO or Cr alone, combined supplementation of CHO and Cr could significantly reduce the glucose, urea nitrogen levels in blood and serum CK activity after competition in the athletes. Moreover, the effects of combined supplementation of CHO and Cr were more satisfactory. It was concluded that supplementation of CliO and Cr could promote the recovery of physical performance and athletic abilities after athletics in basketball athletes. 展开更多
关键词 OLIGOSACCHARIDE CREATINE blood glucose blood urea nitrogen serum creatine kinase BASKETBALL ATHLETE
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Is nonlinear model predictive control with fuzzy predictive model proper for managing the blood glucose level in typeI diabetes?
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作者 Maryam Ahmadi Amir Homayoon Jafari 《Journal of Biomedical Science and Engineering》 2012年第2期63-74,共12页
In recent decades, due to the increasing risk of diabetes, the measurement and control of the blood sugar is of great importance. In typeI diabetes, because of the lack of insulin secretion, the cells cannot absorb gl... In recent decades, due to the increasing risk of diabetes, the measurement and control of the blood sugar is of great importance. In typeI diabetes, because of the lack of insulin secretion, the cells cannot absorb glucose, and thus have a low level of glucose. To control blood glucose, the insulin must be injected to the body. In fact, the injection must be in a completely controlled environment. If the level of the insulin exceeds the physiological limits, it may cause death. This paper presents an online approach to control the blood glucose level using a nonlinear model predictive control. This method, maintains the level of blood glucose concentration within a normal range. Thus, the blood glucose level is measured in each minute and predicted for the next time interval. If that is not in the normal range, amount of the insulin which must be injected will be determined. The proposed control approach includes important features such as model uncertainties and prevents acute decrease in the blood glucose level, and instability. In order to assess performance of the proposed controller, computer simulations have been carried out in Matlab/Simulink. Simulation results will reveal the effectiveness of the proposed nonlinear model predictive controller in adjusting the blood glucose level by injecting required insulin. So if the nutrition of the person decreases instantly, the hypoglycemia does not happen. 展开更多
关键词 DIABETES Delay of Insulin-glucose REGULATORY System blood glucose Level Nonlinear Model Predictive Control
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Estimation of Diabetes Prevalence, and Evaluation of Factors Affecting Blood Glucose Levels and Use of Medications in Japan
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作者 Kazumitsu Nawata 《Health》 2021年第12期1431-1451,共21页
Background: Diabetes is a noncommunicable disease caused by high levels of blood glucose, and it is currently one of the most important public health problems in the world. It is important to know the prevalence of di... Background: Diabetes is a noncommunicable disease caused by high levels of blood glucose, and it is currently one of the most important public health problems in the world. It is important to know the prevalence of diabetes, the factors affecting blood glucose levels, and the percentage of people with diabetes taking medications. Data and Methods Data and Methods: We analyzed the distribution of blood glucose levels and prevalence of diabetes using 10,917,173 observations obtained from the JMDC Claims Database in Japan. The factors that may affect blood glucose levels were analyzed by a regression model using 5,472,205 observations. Treatment with diabetes medications was analyzed with 9,932,854 and 5,466,361 observations using a method to approximate the inverse of probability by a continuous piecewise linear function. Results: The prevalence of diabetes in 2019 was estimated to be 9.63% in males and 5.33% in females ages 20 - 79;10.78% and 7.04% for ages 20 - 89;and 10.93% and 7.65% for ages 20 - 99, respectively. In addition to age and gender, the important variables affecting blood glucose levels were <em>BMI</em>, <em>SBP</em>, <em>Triglyceride</em>, <em>ALT</em>, <em>AST</em> and <em>GGP</em>. The percentage taking medications increased up to a blood glucose level of around 175 mg/dL, but declined over that. Conclusion: The prevalence of diabetes in Japan was estimated using a very large dataset, and considering age, gender, and time trends. Some variables may be effective for controlling blood glucose levels. Nearly half of those at a serious stage of diabetes took no medications. Proper medical care for these individuals is necessary to prevent worsening diabetes and serious complications. Limitations: The dataset was observatory, and did not include those age 80 or over. Revising medical care systems to include those outside of hospitals is necessary;however, practical approaches have not yet been developed. 展开更多
关键词 DIABETES Prevalence of Diabetes blood glucose blood Sugar Diabetes Medication
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Predictive roles of intraoperative blood glucose for posttransplant outcomes in liver transplantation 被引量:11
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作者 Chul Soo Park 《World Journal of Gastroenterology》 SCIE CAS 2015年第22期6835-6841,共7页
Diabetogenic traits in patients undergoing liver transplantation(LT) are exacerbated intraoperatively by exogenous causes, such as surgical stress, steroids,blood transfusions, and catecholamines, which leadto intraop... Diabetogenic traits in patients undergoing liver transplantation(LT) are exacerbated intraoperatively by exogenous causes, such as surgical stress, steroids,blood transfusions, and catecholamines, which leadto intraoperative hyperglycemia. In contrast to the strict glucose control performed in the intensive care unit, no systematic protocol has been developed for glucose management during LT. Intraoperative blood glucose concentrations typically exceed 200 mg/dL in LT, and extreme hyperglycemia(> 300 mg/dL) is common during the neohepatic phase. Only a few retrospective studies have examined the relationship between intraoperative hyperglycemia and posttransplant complications, with reports of infectious complications or mortality. However, no prospective studies have been conducted regarding the influence of intraoperative hyperglycemia in LT on post-transplant outcome. In addition to absolute blood glucose values,the temporal patterns in blood glucose levels during LT may serve as prognostic features. Persistent neohepatic hyperglycemia(without a decline) throughout LT is a useful indicator of early graft dysfunction. Moreover,intraoperative variability in glucose levels may predict the need for reoperation for hemorrhage after LT.Thus, there is an urgent need for guidelines for glucose control in these patients, as well as prospective studies on the impact of glucose control on various posttransplant complications. This report highlights some of the recent studies related to perioperative blood glucose management focused on LT and liver disease. 展开更多
关键词 blood glucose INTRAOPERATIVE LIVERTRANSPLANTATION OUTCOME Prediction
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Effects of electroacupuncture on microcirculatory blood flow and glucose transporter function in the hippocampus 被引量:6
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作者 Lu, Yan Han, Bingbing Wang, Shijun 《Neural Regeneration Research》 SCIE CAS CSCD 2011年第3期200-205,共6页
Nerve cell metabolism in post brain ischemia depends on increased microcirculation perfusion and transport function of microvascular endothelial cells. In the present study, a rat model of middle cerebral artery occlu... Nerve cell metabolism in post brain ischemia depends on increased microcirculation perfusion and transport function of microvascular endothelial cells. In the present study, a rat model of middle cerebral artery occlusion was established to investigate the influence of electroacupuncture (EA) on hippocampal CA1 cerebral blood flow and glucose transporter 1 (GLUT1) expression in the microvascular endothelial cells. Following EA at Neiguan (PC 6), the cerebral blood flow in the ischemic hippocampal CA1 region was significantly elevated, the number and microvascular integrated absorbance of the GLUTl-positive cells were significantly increased, nerve cell damage was ameliorated, and GLUT1 protein expression in the ischemic hippocampus was significantly increased. Results demonstrate that EA increased the cerebral blood flow of the hippocampal CA1 region and improved the glucose transport function, thereby attenuating neuronal injuries. 展开更多
关键词 ELECTROACUPUNCTURE Neiguan (PC 6) focal cerebral ischemia microvascularendothelial cells glucose transporter 1 cerebral blood flow CA1 region neural regeneration
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Effect of hospital discharge plan for children with type 1 diabetes on discharge readiness,discharge education quality,and blood glucose control 被引量:12
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作者 Hui-Juan Tong Feng Qiu Ling Fan 《World Journal of Clinical Cases》 SCIE 2021年第4期774-783,共10页
BACKGROUND Type 1 diabetes is one of the most common chronic diseases in childhood.The number of type 1 diabetes patients in China still ranks fourth in the world.Therefore,children with type 1 diabetes in China are a... BACKGROUND Type 1 diabetes is one of the most common chronic diseases in childhood.The number of type 1 diabetes patients in China still ranks fourth in the world.Therefore,children with type 1 diabetes in China are a group that needs attention.The management of type 1 diabetes mellitus(T1DM)involves many aspects of daily life.It is extremely challenging for children and their families.T1DM children have complex medical care needs.Despite the continuous development of therapeutic medicine and treatment technologies,blood glucose control in children with T1DM is still not ideal.They and their parents need to acquire more knowledge and skills before being discharged.AIM To explore the influence of hospital discharge plan based on parental care needs of children with T1DM on discharge readiness,quality of discharge education and blood glucose control level.METHODS In total,102 parents of children with type 1 diabetes were divided into control group and intervention group according to admission time.Fifty cases from February to June 2019 were selected as the control group,and 52 cases from July to October 2019 were selected as the intervention group to implement the discharge plan.The Readiness for Hospital Discharge Scale,Hospital Discharged Education Quality Scale and children's blood glucose metabolism indicators were used to compare the differences in discharge preparation,discharge education quality and blood glucose control between the two groups of children and their parents.RESULTS On the day of discharge,the two groups of children had the following scores of readiness for discharge:The intervention group score was 225.34±32.47,and the control group score was 208.68±29.31.The P value was 0.007,and the difference was statistically significant.The discharge education quality scores were as follows:The intervention group score was 135.11±19.86,the control group score was 124.13±15.56,the P value was 0.002 and the difference was statistically significant.Three months after discharge,the blood glucose metabolism indicator showed that the glycosylated hemoglobin value of the two groups was(7.45%±1.04%),and that of the control group was(8.04%±1.27%),P=0.012.Therefore,the improvement of parents'readiness for discharge,quality of discharge education and blood glucose metabolism indicators(glycosylated hemoglobin,fasting blood glucose and postprandial blood glucose)in the intervention group were better than those in the control group(P<0.05),and the difference was statistically significant.CONCLUSION The discharge plan for children with T1DM can help the children and their families realize the transition from hospital care to home self-management and improve the parents'readiness for discharge,thereby improving children’s blood glucose control levels. 展开更多
关键词 Type 1 diabetes Hospital discharge plan Hospital discharge readiness blood glucose control CHILDREN PARENTS
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Blood glucose response after oral intake of lactulose in healthy volunteers:A randomized,controlled,cross-over study 被引量:4
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作者 Jasmin Steudle Christiane Schon +5 位作者 Manfred Wargenau Lioba Pauly Susann Schwejda-Güttes Barbara Gaigg Angelika Kuchinka-Koch John F Stover 《World Journal of Gastrointestinal Pharmacology and Therapeutics》 CAS 2018年第3期22-30,共9页
AIM To investigate possible changes of blood glucose levels after oral intake of lactulose in healthy subjects.METHODS The study was performed as prospective, randomized, two-part study with 4-way cross-over design wi... AIM To investigate possible changes of blood glucose levels after oral intake of lactulose in healthy subjects.METHODS The study was performed as prospective, randomized, two-part study with 4-way cross-over design with n = 12 in each study arm. Capillary blood glucose levels were determined over a time period of 180 min after intake of a single dose of 10 g or 20 g lactulose provided as crystal or liquid formulation. During the manufacturing process of lactulose, impurities with sugars(e.g., lactose, fructose, galactose) occur. Water and 20 g glucose were used as control and reference. Because lactulose is used as a functional food ingredient, it may also be consumed by people with impaired glucose tolerance, including diabetics. Therefore, it is of interest to determine whether the described carbohydrate impurities may increase blood glucose levels after ingestion. RESULTS The blood glucose concentration-time curves after intake of 10 g lactulose, 20 g lactulose, and water were almost identical. None of the three applications showed any changes in blood glucose levels. After intake of 20 g glucose, blood glucose concentration increased by approximately 3 mmol/L(mean Cmax = 8.3 mmol/L), reaching maximum levels after approximately 30 min and returning to baseline within approximately 90 min, which was significantly different to the corresponding 20 g lactulose formulations(P < 0.0001). Comparing the two lactulose formulations, crystals and liquid, in the dosage of 10 g and 20 g, there was no difference in the blood glucose profile and calculated pharmacokinetic parameters despite the different amounts of carbohydrate impurities(1.5% for crystals and 26.45% for liquid). Anyhow, the absolute amount of single sugars was low with 0.3 g in crystals and 5.29 g in liquid formulation in the 20 g dosages. Lactulose was well tolerated by most volunteers, and only some reported mild to moderate mainly gastrointestinal side effects. CONCLUSION The unchanged blood glucose levels after lactulose intake in healthy subjects suggest its safe use in subjects with impaired glucose tolerance. 展开更多
关键词 LACTULOSE Functional food INGREDIENT SUGAR SUBSTITUTE blood glucose concentration
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Effects of Impaired Glucose Metabolism on Heart Rate Variability and Blood Pessure Variability in Essential Hpertensive Patients 被引量:4
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作者 王钢 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2006年第6期654-656,共3页
To investigate the effects of impaired glucose metabolism (IGM) on cardiovascular autonomic nervous systems in essential hypertensive (EH) patients by comparing heart rate variability (HRV) and blood pressure va... To investigate the effects of impaired glucose metabolism (IGM) on cardiovascular autonomic nervous systems in essential hypertensive (EH) patients by comparing heart rate variability (HRV) and blood pressure variability (BPV) in EH patients with or without type 2 diabetes mellitus (T2DM). Simultaneous 24-h recordings of ambulatory ECG and blood pressure monitoring were performed in 36 male old patients with simple EH and 33 male old patients with EH combined with T2DM. HRV analysis included time domain parameters such as SDNN, SDANN, SDNNi, rMSSD and pNN50, and total spectral power (TP) of HRV, which mainly consists of VLF, LF and HF component along with LF/HF ratio, was also obtained. The value of ambulatory blood pressure was represented as the mean blood pressure (mean systolic/mSBP, diastolic/mDBP and pulse pressure/mPP) during different periods (24 h/24 h, day time/d and night time/n). Standard deviation (SD) as well as coefficient of variance (CV) of blood pressure during each above-mentioned period were obtained to reflect the long-term BPV. Our result showed that SDNN, SDNNi, SDANN, rMSSD, PNN50, TP and HF of HRV in cases of EH with T2DM were all significantly lower than those in simple EH subjects (P〈0.05). No significant differences in VLF or LF was found between the two groups (P〉0.05), while LF/HF ratio was significantly higher in EH with T2DM patients than in simple EH subjects (P〈0.01). Moreover, dmSBP, 24 h-mPP and dmPP were all significantly higher in EH with T2DM patients than in simple EH subjects (P〈0.05), while nmSBP, 24 h-mSBP, 24 h-mDBP, dmDBP, nmDBP or nmPP showed no significant difference between this two groups of patients (P〉0.05). And dSBPSD, dSBPCV and 24 h-SBPSD were all significantly higher in EH with T2DM patients than in simple EH subjects (P〈0.05), while the other BPV indexes showed no significant difference between this two groups (P〉0.05). It is concluded that the cardiovascular autonomic nervous systems in EH patients was further impaired by T2DM, displaying lowering of HRV and enlargement of BPV, which in turn induced abnormal structural and functional changes of cardiovascular systems. Therefore, improving cardiovascular autonomic nervous systems might reduce the occurrence of cardiovascular complications in the EH patients with IGM. 展开更多
关键词 impaired glucose metabolism (IGM) essential hypertensive(EH) heart rate variability(HRV) blood pressure
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