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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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Recent developments in non-invasive blood glucose monitoring technology
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作者 LIU Rong MENG Danrui XU Kexin 《Instrumentation》 2016年第4期3-14,共12页
Diabetes mellitus is a huge and significantly grow ing problem. Continuous and real-time monitoring of blood glucose plays a key role for the people with diabetes,which can help them to control glucose concentration m... Diabetes mellitus is a huge and significantly grow ing problem. Continuous and real-time monitoring of blood glucose plays a key role for the people with diabetes,which can help them to control glucose concentration more effectively. However,current blood glucose monitoring methods require blood by needle-pricking,which limit the detection frequency. It is necessary to develop non-invasive blood glucose monitoring methods to achieve the ideal therapeutic and management of diabetes. In this paper,the developments and challenges of non-invasive blood glucose monitoring technologies in recent years are reviewed. And the bottleneck and the developing trends are also analyzed. 展开更多
关键词 DIABETES blood glucose SELF-MONITORING non-invasive
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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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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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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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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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Effects of Continuous Non-Invasive Blood Pressure Monitoring on Intraoperative Hemodynamics and Postoperative Myocardial Injury in Craniotomy:Comparison Between Groups Based on Self-Control and Propensity Score Matching
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作者 Yi Tang Bingchun Xia +1 位作者 Cibo Chen Chunyan Zhao 《Proceedings of Anticancer Research》 2023年第5期53-60,共8页
Objective:To explore the effect of continuous non-invasive blood pressure monitoring on intraoperative hemodynamics and postoperative myocardial injury in craniotomy.Methods:120 cases of elective craniotomy were divid... Objective:To explore the effect of continuous non-invasive blood pressure monitoring on intraoperative hemodynamics and postoperative myocardial injury in craniotomy.Methods:120 cases of elective craniotomy were divided into the self-control group(continuous non-invasive blood pressure monitoring and intermittent cuff non-invasive blood pressure monitoring,CNAP group)and propensity score matching group(only intermittent cuff non-invasive blood pressure measurement in previous craniotomy,PSM group);Goal-directed hemodynamic management in CNAP group included heart rate(HR),blood pressure(BP),stroke volume(SV),stroke variability(SVV),and systemic vascular resistance index(SVRI).The main index is to compare the troponin level within 72 hours after operation between the CNAP group and the PSM group;The secondary indicators are the comparison of the hemodynamic conditions between the CNAP group and the PSM at 10 specific time points.Results:The incidence of postoperative myocardial injury in the CNAP group was significantly lower than that in the PSM group(12%vs.30%,P=0.01);in the CNAP group hypotensive episodes(6 vs.3,P=0.01),positive balance of fluid therapy(700 vs.500 mL,P<0.001),more use of vasoactive drugs(29 vs.18,P=0.04),more stable hemodynamics medical status(P=0.03)were recorded.Conclusion:The hemodynamic management strategy based on continuous non-invasive blood pressure monitoring can reduce the incidence of myocardial injury after elective craniotomy and maintain a more stable hemodynamic state. 展开更多
关键词 Continuous non-invasive blood pressure monitoring Propensity score matching SELF-CONTROL Elective surgery CRANIOTOMY Hemodynamics state Myocardial injury
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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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Non-invasive glucose measuring apparatus based on conservation of energy method 被引量:1
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作者 陈真诚 金星亮 +2 位作者 朱健铭 王弟亚 张婷婷 《Journal of Central South University》 SCIE EI CAS 2009年第6期982-986,共5页
A new non-invasive blood glucose measuring apparatus (NBGMA) made up of MSP430F149 SCM (single chip micyoco) was developed,which can measure blood glucose level (BGL) frequently,conveniently and painlessly. The hardwa... A new non-invasive blood glucose measuring apparatus (NBGMA) made up of MSP430F149 SCM (single chip micyoco) was developed,which can measure blood glucose level (BGL) frequently,conveniently and painlessly. The hardware and software of this apparatus were designed,and detecting algorithms based on conservation of energy method (COEM) were presented. According to the law of conservation of energy that the energy derived by human body equals energy consumed by metabolism,and the relationship between convection,evaporation,radiation and the BGL was established. The sensor module was designed. 20 healthy volunteers were involved in the clinical experiment. The BGL measured by an automatic biochemical analyzer (ABA) was set as the reference. Regression analysis was performed to compare the conservation of energy method with the biochemical method,using the 20 data points with blood glucose concentrations ranging from 680 to 1 100 mg/L. Reproducibility was measured for healthy fasting volunteers. The results show that the means of BGL detected by NBGMA and ANA are very close to each other,and the difference of standard deviation (SD) is 24.7 mg/L. The correlative coefficient is 0.807. The coefficient of variation (CV) is 4% at 921.6 mg/L. The resultant regression is evaluated by the Clarke error grid analysis (EGA) and all data points are included in the clinically acceptable regions (region A:100%,region B:0%). Accordingly,it is feasible to measure BGL with COEM. 展开更多
关键词 节约能源法 血糖水平 测量仪 非侵入式 MSP430F149 全自动生化分析仪 能量守恒定律 基础
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Predictive roles of intraoperative blood glucose for posttransplant outcomes in liver transplantation 被引量:9
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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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Effect of hospital discharge plan for children with type 1 diabetes on discharge readiness,discharge education quality,and blood glucose control 被引量:10
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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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Glucose initially inhibits and later stimulates blood ROS generation 被引量:5
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作者 Thomas Stief 《Journal of Diabetes Mellitus》 2013年第1期15-21,共7页
Background: Glucose is the main substrate for the generation of NADPH, the cofactor of the oxidative burst enzyme NADPH-oxidase of blood neutrophils. Changes in blood glucose are thus expected to modify the generation... Background: Glucose is the main substrate for the generation of NADPH, the cofactor of the oxidative burst enzyme NADPH-oxidase of blood neutrophils. Changes in blood glucose are thus expected to modify the generation of reactive oxygen species (ROS). The new blood ROS generation assay (BRGA) quantifies ROS changes induced by blood glucose concentrations as they are found in diabetes mellitus. Material and Methods: Citrated or EDTA blood of 6 healthy donors were analyzed in the BRGA: 10 μl sample in black polystyrene F-microwells (Brand 781608) were incubated in triplicate with 125 μl Hanks’ balanced salt solution, 40 μl 0 - 200 mM glucose in 0.9% NaCl (final added conc.: 0 - 41 mM;final basal glucose conc.: about4 mM), 10 μl5 mMluminol, and 10 μl zymosan A (final conc.: 1.9 μg/ml) in 0.9% NaCl. The plates were measured within 0 - 250 min (37℃) in a photons-multiplyer microtiter plate luminometer (LUmo) with an integration time of 1 s. Results: Up to about 30 min reaction time the mean ROS generation was 50% inhibited by about1 mMadded glucose (= approx. IC50). At ≥80 min reaction time (possibly necessary for full phosphorylation of glucose to glucose-6-phosphate (G6P), the substrate metabolized by G6P-dehydrogenase to generate NADPH, the cofactor of the NADPH-oxidase) the mean ROS generation approximately doubled at about1 mMadded glucose (= approx. SC200) in citrated blood. Discussion: Elevated glucose concentrations not only increase systemic thrombin generation, they can also diminish cellular fibrinolysis and increase systemic inflammation, resulting in a chronic pro-thrombotic state. The fascinating importance of NADPH-oxidases not only in phagocytes but also in the beta cells of pancreas points towards a new pathogenesis explication of diabetes mellitus type 1: whatever stimulus (e.g. a pancreas-tropic virus) could activate the beta cell’s autodestructive NADPH-oxidase. 展开更多
关键词 Reactive Oxygen Species ROS Neutrophils PHAGOCYTES blood ROS Generation Assay BRGA NADPH-OXIDASE glucose
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Effect of blood glucose variability on the outcome in patients with severe acute stroke 被引量:5
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作者 朱继文 李雯 +2 位作者 袁方 康涛 江文 《中风与神经疾病杂志》 CAS 2018年第12期1060-1063,共4页
Objective To explore the correlation of blood glucose variability with the outcome in patients with severe acute stroke.Methods This retrospective clinical study was performed on patients with severe acute stroke.Base... Objective To explore the correlation of blood glucose variability with the outcome in patients with severe acute stroke.Methods This retrospective clinical study was performed on patients with severe acute stroke.Based on the three months mRS score after discharge,they were divided into good outcome groups and poor outcome groups.The blood glucose on admission,mean blood glucose,blood glucose standard deviation,coefficient variation of blood glucose and other clinical data were compared between both groups.Multivariate logistic regression analysis was used to determine the independent predictors of poor outcome in patients with severe acute stroke.Results A total of 420 patients with severe acute stroke were included,207(49.3%)with good outcome groups,213(50.7%)with poor outcome groups.Multivariate logistic regression analysis showed that age,NIHSS score,GCS score,APACHEⅡscore,blood glucose standard deviation,coefficient of variation of blood glucose were independent predictors of poor outcome in patients with severe acute stroke on 3 months after discharge.Conclusion Blood glucose variability are the independent predictors of poor outcome of the three months after discharge in patients with severe acute stroke,the great range of glycemic excursion indicates poor outcome. 展开更多
关键词 STROKE SEVERE blood glucose VARIABILITY Prognosis
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Effect of Konjac Food on Blood Glucose Level in Patients with Diabetes 被引量:2
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作者 HUANG CHENG-YU,~*ZHANG MAO-YU,~*PENG SHU-SHENG,~*HONG JUN-RONG,~*WANG XU,~*JIANG HUIJUN,~*ZHANG FULIN,~*BAI YUNXIANG,~*LIANG JINZHONG,Yu YERONG,LUO ZHAOTIAN,ZHANG XIANGXUN,AND ZHOU ZANCHENG~*School of Public Health, West China University of Medical Sciences (WCUMS). Chengdu, China Department of Endocrinology, First University Hospital of WCUMS, Chengdu, China and Staff Hospital of 107 Post Office Box, Chengdu, China 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 1990年第2期123-131,共9页
Seventy-two type II diabetic subjects were given Konjac food for 65 days. The data analyzed by multiple F test indicate that the fasting blood glucose (FBG) and the 2-h postprandial blood glucose (PBG) on the 30th and... Seventy-two type II diabetic subjects were given Konjac food for 65 days. The data analyzed by multiple F test indicate that the fasting blood glucose (FBG) and the 2-h postprandial blood glucose (PBG) on the 30th and the 65th days after the food was ingested were significantly reduced (P = 0.001, P 【 0.001, respectively), as was the glycosylated hemoglobin level at the end of the trial (P 【 0.05). The final FBG and PBG of the subjects with initial FBG-O 】200 mg% decreased on the average by 51.8 and 84.6 mg%. respectively; those with FBG-0 150-200 mg% decreased by 24.1 and 68.7 mg%; and those with FBG-O 【 150 mg% decreased by 4.8 and 21.4 mg%. No significant changes in blood lipid indexes were observed, except that the triglycer-ide values of subjects with hypertriglyceridemia (】200 mg%) significantly decreased by 118.7 mg%. It was concluded that Konjac food is very useful in the prevention and treatment of hyperglycemia. (C)1990 Academic Press. Inc. 展开更多
关键词 glucose HEMOGLOBIN FASTING blood concluded prevention LIPID lowering HUANG unpublished
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Effects of <i>γ</i>-Polyglutamic Acid on Blood Glucose and Caecal Short Chain Fatty Acids in Adult Male Mice 被引量:2
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作者 Motoi Tamura Sachiko Hori +1 位作者 Atsuko Inose Masuko Kobori 《Food and Nutrition Sciences》 2020年第1期8-22,共15页
γ-Polyglutamic acid (γ-PGA) is a major component of Natto. We hypothesized that γ-PGA could reduce postprandial glucose rise and plasma glucose levels. Mice were fed a 0.1% γ-PGA—containing diet or control diet f... γ-Polyglutamic acid (γ-PGA) is a major component of Natto. We hypothesized that γ-PGA could reduce postprandial glucose rise and plasma glucose levels. Mice were fed a 0.1% γ-PGA—containing diet or control diet for 91 days. Maltose and starch tolerance tests were performed, and plasma lipids, glucose levels, and caecal short chain fatty acids (SCFAs) were measured. Mice were co-administered γ-PGA and starch to suppress the initial rise in blood glucose levels. Blood glucose levels at 15 min were significantly lower in the PGA group than in the Con group (P 0.05). The plasma glucose level and NEFA level were also significantly lower in the PGA group (P 0.05), and caecal acetic acid/total caecal SCFAs ratio was significantly increased in the PGA group (P 0.05). Significant negative correlations existed between the caecal acetic acid/propionic acid ratio and the weight of visceral fat/BW (r =?-0.57, P = 0.0318). Our results suggest that γ-PGA may effectively prevent metabolic syndrome by lowering blood glucose levels. 展开更多
关键词 γ-Polyglutamic Acid Mice blood glucose Short Chain FATTY ACIDS
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Accuracy of pipeline blood glucose monitoring in patients with severe liver injury undergoing artificial liver support system treatment 被引量:1
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作者 Hua-Fen Zhang Zhong-Yang Xie +4 位作者 Xiao-Xi Ouyang Xiao-Wei Xu Xiao-Yan Wang Jian-Rong Huang Lan-Juan Li 《Hepatobiliary & Pancreatic Diseases International》 SCIE CAS CSCD 2019年第5期484-487,共4页
Severe deterioration of liver function in patients can be characterized by coagulation disorders, jaundice, hepatic encephalopathy, ascites, and other symptoms. Severe liver injury can develop as acute liver failure, ... Severe deterioration of liver function in patients can be characterized by coagulation disorders, jaundice, hepatic encephalopathy, ascites, and other symptoms. Severe liver injury can develop as acute liver failure, subacute liver failure, acute-on-chronic liver failure, or further worsening of end-stage liver disease [1]. 展开更多
关键词 PIPELINE blood glucose monitoring PATIENTS liver INJURY
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Effects of methanolic extract of <i>Pausinystalia yohimbe</i>bark on blood glucose level in normal fasting rats 被引量:1
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作者 Hozeifa Mohamed Hassan Taj Eldin Imad Mohamed +2 位作者 Elhadi Mohamed Mohamed Ahmed Abd Elwahab Hassan Mohamed Nizar Sirag 《Health》 2012年第12期1225-1228,共4页
Background: Pausinystalia yohimbe (L.) is a member of the family Rubiaceae. It is a valuable medicinal tree, distributed in evergreen closed-canopy forests in West Africa. It is traditionally used for treatment of ere... Background: Pausinystalia yohimbe (L.) is a member of the family Rubiaceae. It is a valuable medicinal tree, distributed in evergreen closed-canopy forests in West Africa. It is traditionally used for treatment of erectile dysfunction and diabetes. Objective: This was an attempt to evaluate the effects of methanolic extract of P. yohimbe bark on blood glucose level in normal fasting rats. Methods: Different doses of methanolic extract of P. yohimbe bark (5, 10, 20, 40 and 80 mg/kg/mL) were orally administered to normal fasting rats to assess their effects on blood glucose levels. Results: The methanolic extract of P. yohimbe bark in different concentrations (5, 10, 20, 40 and 80 mg/kg/mL) when administered to normal fasting rats, only a considerable reduction (26.57 mg/dL) was produced by the dose of 20 mg/kg/mL. Conclusion and Recommendation: Although P. yohimbe has long been reported to regulate blood glucose levels;such effect is unclear and remains requiring further studies. 展开更多
关键词 Pausinystalia yohimbe BARK YOHIMBINE FASTING blood glucose Level HYPOGLYCEMIA
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