• Title/Summary/Keyword: Effective area under the curve

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Gynura procumbens Extract Alleviates Postprandial Hyperglycemia in Diabetic Mice

  • Choi, Sung-In;Park, Mi Hwa;Han, Ji-Sook
    • Preventive Nutrition and Food Science
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    • v.21 no.3
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    • pp.181-186
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    • 2016
  • This study was designed to investigate the inhibitory effect of Gynura procumbens extract against carbohydrate digesting enzymes and its ability to ameliorate postprandial hyperglycemia in streptozotocin (STZ)-induced diabetic mice. G. procumbens extract showed prominent ${\alpha}$-glucosidase and ${\alpha}$-amylase inhibitory effects. The half-maximal inhibitory concentration ($IC_{50}$) of G. procumbens extract against ${\alpha}$-glucosidase and ${\alpha}$-amylase was $0.092{\pm}0.018$ and $0.084{\pm}0.027mg/mL$, respectively, suggesting that the ${\alpha}$-amylase inhibition activity of the G. procumbens extract was more effective than that of the positive control, acarbose ($IC_{50}=0.164mg/mL$). The increase in postprandial blood glucose levels was more significantly alleviated in the G. procumbens extract group than in the control group of STZ-induced diabetic mice. Moreover, the area under the curve significantly decreased with G. procumbens extract administration in STZ-induced diabetic mice. These results suggest that G. procumbens extract may help alleviate postprandial hyperglycemia by inhibiting carbohydrate digesting enzymes.

Landslide risk zoning using support vector machine algorithm

  • Vahed Ghiasi;Nur Irfah Mohd Pauzi;Shahab Karimi;Mahyar Yousefi
    • Geomechanics and Engineering
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    • v.34 no.3
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    • pp.267-284
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    • 2023
  • Landslides are one of the most dangerous phenomena and natural disasters. Landslides cause many human and financial losses in most parts of the world, especially in mountainous areas. Due to the climatic conditions and topography, people in the northern and western regions of Iran live with the risk of landslides. One of the measures that can effectively reduce the possible risks of landslides and their crisis management is to identify potential areas prone to landslides through multi-criteria modeling approach. This research aims to model landslide potential area in the Oshvand watershed using a support vector machine algorithm. For this purpose, evidence maps of seven effective factors in the occurrence of landslides namely slope, slope direction, height, distance from the fault, the density of waterways, rainfall, and geology, were prepared. The maps were generated and weighted using the continuous fuzzification method and logistic functions, resulting values in zero and one range as weights. The weighted maps were then combined using the support vector machine algorithm. For the training and testing of the machine, 81 slippery ground points and 81 non-sliding points were used. Modeling procedure was done using four linear, polynomial, Gaussian, and sigmoid kernels. The efficiency of each model was compared using the area under the receiver operating characteristic curve; the root means square error, and the correlation coefficient . Finally, the landslide potential model that was obtained using Gaussian's kernel was selected as the best one for susceptibility of landslides in the Oshvand watershed.

The Study on Availability as a Predictor of Waist-to-Height Ratio for Metabolic Syndrome Diagnosis in Koreans (한국인 대상 대사증후군 진단 예측인자로서 허리-신장비)

  • Ye, Sung Ae;Ko, Youme;Jang, Bo-Hyoung;Park, Tae-Yong;Baek, Younghwa;Kang, Byoung-Kab;Song, Yun Kyung
    • Journal of Korean Medicine for Obesity Research
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    • v.17 no.2
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    • pp.127-132
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    • 2017
  • Objectives: Recently, many studies have demonstrated that the waist-to-height ratio (WHtR) is more correlated with metabolic syndrome than the waist-hip ratio (WHR), body mass index (BMI). The aim of this study was to investigate and compare WHtR as a predictor of metabolic syndrome with other anthropometric indices. Methods: Approximately 3,800 data of subjects were used for the analysis, and data from Korean Medicine Data Centar). Receiver operating characteristic curve was performed and area under the curve (AUC) was calculated to find the usefulness of WHtR, WHR, and BMI. Results: WHtR was the most predictive factor with the highest diagnostic value for metabolic syndrome than WHR, BMI. AUC of WHtR was significantly higher in total subjects, men and women. Conclusions: WHtR may be the simple and effective anthropometric index for metabolic syndrome.

Polyopes lancifolia Extract, a Potent α-Glucosidase Inhibitor, Alleviates Postprandial Hyperglycemia in Diabetic Mice

  • Min, Seong Won;Han, Ji Sook
    • Preventive Nutrition and Food Science
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    • v.19 no.1
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    • pp.5-9
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    • 2014
  • This study was designed to investigate the inhibitory effects of Polyopes lancifolia extract (PLE) on ${\alpha}$-glucosidase activity, ${\alpha}$-amylase activitiy, and postprandial hyperglycemia in streptozotocin (STZ)-induced diabetic mice. The results of this study revealed a marked inhibitory effect of PLE on ${\alpha}$-glucosidase and ${\alpha}$-amylase activities. The $IC_{50}s$ of PLE against ${\alpha}$-glucosidase and ${\alpha}$-amylase were 0.20 mg/mL and 0.35 mg/mL, respectively. PLE was a more effective inhibitor of ${\alpha}$-glucosidase and ${\alpha}$-amylase activities than acarbose, the positive control. The postprandial blood glucose levels of STZ-induced diabetic mice were significantly lower in the PLE treated group than in the control group. Moreover, PLE administration was associated with a decreased area under the curve for the glucose response in diabetic mice. These results indicate that PLE may be a potent inhibitor of ${\alpha}$-glucosidase and ${\alpha}$-amylase activities and may suppress postprandial hyperglycemia.

Optimal Determination of Loss Rate Functions by Runoff Modelling (유출 모델에 의한 손실함수의 결정)

  • Lee, Ja Hyung;Whang, Man Ha
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.5 no.4
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    • pp.57-64
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    • 1985
  • An optimization model is presented that can be used in the determination of a loss rate function and conceptual runoff models using observed rainfall and runoff data. In order to estimate the lumped parameters and to control inputs of the model, the differential equations, linear for underground flow and non-linear for overland flow, are transformed into state equations. Parameters of a loss rate function and runoff model under stationary assumption can be determined by the following procedures: optimization technique, linear control and non-linear curve fitting theory using several multiperiod storms simultaneously or using individual multiperiod storms. An infiltration equation that includes rainful intensity is used to dtermine the effective rainfall for a given rain of varying. The optimization model is applied to storms in Hyong Song watershed of Wonju area. The results of the new model are compared with earlier one.

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Clinical Pharmacology of Mycophenolic Acid as Immunosuppressant in Organ Transplaantation

  • Kang, Ju-Seop;Lee, Joo-Won;Jhee, Ok-Hwa;Om, Ae-Son;Lee, Min-Ho;Shaw, Leslie M.
    • Biomolecules & Therapeutics
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    • v.13 no.2
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    • pp.65-77
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    • 2005
  • Present article reviews about clinical pharmacology of mycophenolic acid (MPA), the active form of mycophenolate mofetil (MMF), as widely used component of immunosuppressive regimens in the organ transplantation field. MMF, used alone or concomitantly with cyclosporine or tacrolimus, has approved in reducing the incidence of acute rejection and has gained widespread use in solid organ such as kidney, heart and liver transplantation. The application of MPA and development of MMF has shown a considerable impact on immunosuppressive therapy for organ transplantation as a new immunosuppressive agent with different mechanism of action from other drugs after early 1990s. In particular aspect, use of MMF, a morpholinoethyl ester of MPA, represented a significant advance in the prevention of organ allograft rejection as well as allograft and patient survival. In considering MMF clinical data, it is important to note that there is a strong correlation between high MPA area under curve(AUC) values and a low probability of acute allograft rejection. Individual trials have shown that MMF is generally well tolerated and revealed that MMF decreased the relative risk of developing chronic allograft rejection compared with azathioprine. Recent clinical investigations suggested that improved effectiveness and tolerability will results from the incorporation of MPA therapeutic drug monitoring into routine clinical practice, providing effective MMF dose individualization in renal and heart transplant patients. Therefore, MMF has a selective immunosuppressive effect with minimal toxicity and has shown to be more effective that other agents as next step of immunosuppressive agents and regimens that deliver effective graft protection and immunosuppression along with a more favorable side effect.

Enhanced Bioavailability of Itraconazole in Liquid Preparation (난용성 항진균제 이트라코나졸의 액상제제화에 의한 생체이용율 개선)

  • Hwang, Woo-Sin;Kwon, Kwang-Il;Bang, Kyu-Ho
    • YAKHAK HOEJI
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    • v.44 no.6
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    • pp.528-533
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    • 2000
  • This study was to develop an effective itraconazole liquid preparation which exhibits an enhanced bioavailability. The solubility of itraconazole was increased (72-fold) in itraconazole liquid preparation as compared with itraconazole powder. The dissolution rate of itraconazole was higher for itraconazole liquid preparation filled into a hard gelatin capsule with 90% release within 20 min as compared to 55% for $Sporanox^{\circledR}$capsules. The oral absorption of itraconazole liquid preparation and $Sporanox^{\circledR}$tablets were studied in the rat. The area under the concentration-time curve $(AUC_{0-24hr})$ of itraconazole liquid preparation ($90.25\;{\pm}\;8.36\;{\mu}g{\cdot}hr/ml$) increased by 6.2 times compared to that of Sporanox tablets ($14.58\;{\pm}\;1.26\;{\mu}g{\cdot}hr/ml$) after oral administration of itraconazole 15 mg/rat each. $C_{max}$ also increased to $6.87\;{\pm}\;1.15\;{\mu}g/ml$ after administration of liquid preparation $1.58\;{\pm}\;0.16\;{\mu}g/ml$ of $Sporanox^{\circledR}$tablets. These results indicate that in vivo bioavailability of itraconazole liquid preparation was significantly enhanced as compared with $Sporanox^{\circledR}$tablets.

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Comparison of pooled Versus Individual Sera in Avian Infectious Bronchitis Virus Seroprevalence Study (닭 전염성 기관지염 바이러스의 혈청 유병률 연구에서 개별혈청과 합병혈청의 비교)

  • Kim, Sa-Rim;Kwon, Hyuk-Moo;Sung, Haan-Woo;Pak, Son-Il
    • Journal of Veterinary Clinics
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    • v.23 no.4
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    • pp.416-420
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    • 2006
  • Compare to testing sera individually, pooled-serum testing has considered as a cost-effective method, particularly on a large population-based seroprevalence studies. This study was to determine the relationship between individual sera and pooled sera titers for detection of avian infectious bronchitis virus (IBV) and to evaluate suitability of pooled sera by comparing prevalences estimated from both samples. A total of 5,000 individual samples were collected from 500 flocks in Chungcheong, Gyunsgi, and Kangwon provinces between January 2005 and February 2006. Ten samples were randomly selected from each flock. Five-hundred pooled sera were prepared by mixing equal amount of each 10 individual serum from the original samples. IBV antibody titers were measured by hemagglutination inhibition (HI) test. The least squares regression analysis was performed to construct equation between pooled and mean individual titers. To determine whether the flock is infected 4 arbitrary criteria were used: detection of at least 1 chicken with HI titer ${\ge}$ 9 (criterion 1), detection of at least 2 samples with HI titer ${\ge}$9 (criterion 2), detection of at least 1 sample with HI titer ${\ge}$ 10 (criterion 3), and filially detection of at least 1 sample with HI titer ${\ge}$ 11 (criterion 4). The receiver operating characteristic (ROC) curve was used to examine the cut-off points of pooled titers showing optimal diagnostic accuracy. The area under the curve (AUC), sensitivities (Se), specificities (Sp), and positive (PPV) and negative (NPV) predictive values were calculated. The regression equation between pooled titers (pool) and mean individual titers (mean) was: $pool= 1.2498+0.8952{\times}mean$, with coefficient of determination of 87% (p< 0.0001). The optimal cut-off points of pooled titers were titer 8 for criterion 1 (AUC=0.975, Se=0.883, Sp=0.959, PPV=0.985, NPV=0.728), titer 8 for criterion 2 (AUC=0.969, Se=0.954, Sp=0.855, PPV=0.926, NPV=0.907), titer 9 for criterion 3 (AUC=0.970, Se=0.836, Sp=0.967, PPV=0.978, NPV=0.772), and titer 9 for criterion 4 (AUC= 0.946, Se=0.928, Sp=0.843, PPV=0.857, NPV=0.921). The difference of 'prevalence estimated by individual and pooled sample showed a minimum of 2% for criteria 2 and a maximum of 9.1:% for criteria 3. These results indicate that the use of pooled sera in HI test for screening IBV infection in laying hen flocks is considered as a cost-effective method of testing large numbers of samples with high diagnostic accuracy.

Pharmacokinetics of Cyclosporine in Rabbits with Carbon Tetrachloride and Bile Duct Ligation-induced Hepatic Disorder (사염화탄소 및 담도폐쇄 유발 간장장애 가토에서 싸이크로스포린의 약물동태)

  • Choi, Jun-Shik;Choi, Byong-Chul;Burm, Jin-Pil
    • YAKHAK HOEJI
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    • v.42 no.2
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    • pp.181-186
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    • 1998
  • This study was attempted to investigate the pharmacokinetics of cyclosporine (10mg/kg, oral) in rabbits with $CCI_4$ and bile duct ligation-induced hepatic disorder. The area under the curve (AUC) of blood cyclosporine concentration versus time was significantly increased ($CCI_4$-induced hepatic disorder. Elimination rate constant (Kel) was significantly decreased (p<0.05, p<0.01) in rabbits with $CCI_4$ and bile duct ligation-induced hepatic disorder. Volume of distribution (Vdss) and total body clearance (CLtot) were significantly decreased (p<0.01) in rabbits with $CCI_4$-induced hepatic disorder. But Vdss was significantly increased (p4-induced hepatic disorder were 874ng/ml and 2.71 hr, respectively. Cmax and Tmax values in rabbits with bile duct ligation were 105ng/ml and 2.834 hr, respectively. From results of this experiment. It is desirable to do therapeutic drug monitoring of cyclosporine for effective treatment when the cyclosporine is administered to patients with liver disorder m clinical practice.

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Diagnostic value of magnetic resonance imaging using superparamagnetic iron oxide for axillary node metastasis in patients with breast cancer: a meta-analysis

  • Lee, Ru Da;Park, Jung Gu;Ryu, Dong Won;Kim, Yoon Seok
    • Kosin Medical Journal
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    • v.33 no.3
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    • pp.297-306
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    • 2018
  • Objectives: Identification of axillary metastases in breast cancer is important for staging disease and planning treatment, but current techniques are associated with a number of adverse events. This report evaluates the diagnostic accuracy of superparamagnetic iron oxide (SPIO)-enhanced magnetic resonance imaging (MRI) techniques for identification of axillary metastases in breast cancer patients. Methods: We performed a meta-analysis of previous studies that compared SPIO enhanced MRI with histological diagnosis after surgery or biopsy. We searched PubMed, Ovid, Springer Link, and Cochrane library to identify studies reporting data for SPIO enhanced MRI for detection of axillary lymph node metastases in breast cancer until December 2013. The following keywords were used: "magnetic resonance imaging AND axilla" and "superparamagnetic iron oxide AND axilla". Eligible studies were those that compared SPIO enhanced MRI with histological diagnosis. Sensitivity and specificity were calculated for every study; summary receiver operating characteristic and subgroup analyses were done. Study quality and heterogeneity were also assessed. Results: There were 7 publications that met the criteria for inclusion in our meta-analysis. SROC curve analysis for per patient data showed an overall sensitivity of 0.83 (95% Confidence interval (CI): 0.75-0.89) and overall specificity of 0.97 (95% CI: 0.94-0.98). Overall weighted area under the curve was 0.9563. Conclusions: SPIO enhanced MRI showed a trend toward high diagnostic accuracy in detection of lymph node metastases for breast cancer. So, when the breast cancer patients has axillary metastases histologically, SPIO enhanced MRI may be effective diagnostic imaging modality for axillary metastases.