• 제목/요약/키워드: Pharmacokinetic/pharmacodynamic modeling

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Pharmacokinetic-Pharmacodynamic Modeling for the Relationship between Glucose-Lowering Effect and Plasma Concentration of Metformin in Volunteers

  • Lee, Shin-Hwa;Kwon, Kwang-il
    • Archives of Pharmacal Research
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    • 제27권7호
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    • pp.806-810
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    • 2004
  • Metformin is a biguanide antihyperglycemic agent often used for the treatment of non-insulin dependent diabetics (NIDDM). In this study, the pharmacokinetics and pharmacodynamics of metformin were investigated in Korean healthy volunteers during a fasting state for over 10 h. In order to evaluate the amount of glucose-lowering effect of metformin, the plasma concentrations of glucose were measured for a period of 10 h followed by the administration of metformin (oral 500 mg) or placebo. In addition, the concentration of metformin in blood samples was determined by HPLC assay for the drug. All volunteers were consumed with 12 g of white sugar 10 minutes after drug intake to maintain initial plasma glucose concentration. The time courses of the plasma concentration of metformin and the glucose-lowering effect were analyzed by nonlinear regression analysis. The estimated $C_{max}$, $T_{max}$, $CL_{t}$/F (apparent clearance), V/F(apparent volume of distribution), and half-life of metformin were 1.42$\{pm}$0.07 $\mu\textrm{g}$/mL, 2.59$\{pm}$0.18h, 66.12$\{pm}$4.6 L/h, 26.63 L, and 1.54 h respectively. Since a significant counterclock-wise hysteresis was found for the metformin concentration in the plasma-effect relationship, indirect response model was used to evaluate pharmacodynamic parameters for metformin. The mean concentration at half-maximum inhibition $IC_{50}$, $k_{in}$, $k_{out}$ were 2.26 $\mu\textrm{g}$/mL, 83.26 $H^{-1}$, and 0.68 $H^{-1}$, respectively. Therefore, the pharmacokinetic-pharmacodynamic model may be useful in the description for the relationship between plasma concentration of metformin and its glucose-lowering effect.

Effect of Drugs on the Cardiac Transport, Metabolism and Action of Idarubicin: Pharmacokinetic and Pharmacodynamic Modeling

  • Kang, Won-Ku
    • 대한약학회:학술대회논문집
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    • 대한약학회 2002년도 Proceedings of the Convention of the Pharmaceutical Society of Korea Vol.2
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    • pp.212-213
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    • 2002
  • Using the isolated perfused rat heart this study investigated 1) the cardiac uptake of idarubicin (IDA), 2) the role of P-glycoprotein (P-gp) in the uptake process, 3) the formation of IDOL from IDA in the heart, and 4) the effect of P-gp inhibitors (verapamil, amiodarone, PSC 833), doxorubicin, hypothermia, xanthine derivatives (caffeine, theophylline) and metabolism inhibitors (rutin, phenobarbital) on the pharmacokinetics and pharmacodynamics of IDA using a mathematical modeling approach. A minimal model was constructed; the differential equations were numerically solved and fitted to the data using the ADAPT II-software package using maximum likelihood estimation assuming that the measurement error has a standard deviation which is a linear function of the measured quantity[1]. (omitted)

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약물효과의 약동학/약력학 분석 (Pharmacokinetic/Pharmacodynamic Modeling of Drug Effect)

  • 장인진
    • 한국응용약물학회:학술대회논문집
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    • 한국응용약물학회 1997년도 추계학술대회
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    • pp.75-79
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    • 1997
  • 적절한 약물요법의 목적은 효과적인 약리반응을 얻는 것이며 이를 위한 적정용법은 결국 \circled1 원하는 약물농도를 얻기 위한 용량과 투약법을 결정하는 약동학적 특성과 \circled2 용량-반응의 관계로부터 구하여진다. 그러나 약동학적 과정에 의해 결정되는 용량-농도 관계의 개체내 변이, 개체간 변이 등과 같은 약동학적 변이를 제거한 약물의 농도-반응의 관계가 용량-반응관계 보다는 더 직접적이며 이러한 농도-반응의 관계인 약력학적인 특성이 유효한 약물효과를 얻는데 필요한 약물투여 방법을 결정하게 된다. 역사적으로 볼 때 Brodie(1967)의 항말라리아 제재의 농도와 효과관계에 관한 연구와 같은 초기의 연구이래 많은 연구가 주로 약동학적 특성 즉 용량-농도의 관계에 관해 이루어져 최근 20여년 사이에 큰 발전을 보였으며 이는 약물농도의 분석에 필요한 분석화학적 기기와 방법의 발전에 힘입은 바가 크다 하겠다. 이에 비해 생체에서의 약력학적 연구의 발전은 최근까지도 미미하였으며 그 이유는 많은 약물에서 약리효과와 치료효과의 관계가 불명확하다는 것과 약리효과의 재현성 있는 측정에 어려움이 있다는 것 그리고 측정된 약리효과와 약물농도와의 연관성을 분석하는 방법론의 난점 때문이었다. 최근에는 제산제의 위내 pH의 변화나 중추신경계 작용 약물의 뇌파에 대한 변화와 같이 비침습적으로 재현성 있는 약물효과 측정법이 개발되고 있어 앞으로 많은 연구가 기대된다.

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Prediction of the human in vivo antiplatelet effect of S- and R-indobufen using population pharmacodynamic modeling and simulation based on in vitro platelet aggregation test

  • Noh, Yook-Hwan;Han, Sungpil;Choe, Sangmin;Jung, Jin-Ah;Jung, Jin-Ah;Hwang, Ae-Kyung;Lim, Hyeong-Seok
    • Translational and Clinical Pharmacology
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    • 제26권4호
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    • pp.160-165
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    • 2018
  • Indobufen ($Ibustrin^{(R)}$), a reversible inhibitor of platelet aggregation, exists in two enantiomeric forms in 1:1 ratio. Here, we characterized the anti-platelet effect of S- and R-indobufen using response surface modeling using $NONMEM^{(R)}$ and predicted the therapeutic doses exerting the maximal efficacy of each enantioselective S- and R-indobufen formulation. S- and R-indobufen were added individually or together to 24 plasma samples from drug-naïve healthy subjects, generating 892 samples containing randomly selected concentrations of the drugs of 0-128 mg/L. Collagen-induced platelet aggregation in platelet-rich plasma was determined using a Chrono-log Lumi-Aggregometer. Inhibitory sigmoid $I_{max}$ model adequately described the anti-platelet effect. The S-form was more potent, whereas the R-form showed less inter-individual variation. No significant interaction was observed between the two enantiomers. The anti-platelet effect of multiple treatments with 200 mg indobufen twice daily doses was predicted in the simulation study, and the effect of S- or R-indobufen alone at various doses was predicted to define optimal dosing regimen for each enantiomer. Simulation study predicted that 200 mg twice daily administration of S-indobufen alone will produce more treatment effect than S-and R-mixture formulation. S-indobufen produced treatment effect at lower concentration than R-indobufen. However, inter-individual variation of the pharmacodynamic response was smaller in R-indobufen. The present study suggests the optimal doses of R-and S-enantioselective indobufen formulations in terms of treatment efficacy for patients with thromboembolic problems. The proposed methodology in this study can be applied to the develop novel enantio-selective drugs more efficiently.

알코올 투여에 따른 혈압의 변화 양상 : 용존산소량에 따른 혈압 변화 (Aspect of Blood Pressure after Oral Administration of Alcohol : Effect of Dissolved Oxygen on Blood Pressure)

  • 송병정;이병요;채정우;안정화;권광일
    • 한국임상약학회지
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    • 제22권3호
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    • pp.228-233
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    • 2012
  • Purpose: The purpose of this study was to elucidate the effect of dissolved oxygen in alcohol to blood pressure of healthy persons. Methods: Subjects (n=30) were randomized in a double blind crossover study to receive 120 mL, 240 mL, 360 mL of alcohol (Korean spirit, 19.59 v/v%, dissolved oxygen is 8 ppm and 20 ppm). Blood alcohol concentration (BAC) and blood pressure were measured applying Lion SD-400 Alcolmeter$^{(R)}$ Breathalyser and Tensoval duo control. Pharmacokinetic parameters ($C_{max}$, $T_{max}$, $AUC_{last}$, $K_{el}$, $V_d$, Clearance) were calculated using Winnonlin$^{(R)}$ program. The difference of parameters and values were analysed by student t-test using Microsoft$^{(R)}$ Excel program. Results: The $AUC_{last}$ values of 8 ppm group and 20 ppm group in 240 ml administration were $6.15{\pm}2.60cg{\cdot}min/ml$, $5.33{\pm}1.84cg{\cdot}min/ml$ (p<0.05) and those in 360 mL were $11.93{\pm}5.70cg{\cdot}min/ml$, $10.33{\pm}4.60cg{\cdot}min/ml$ (p < 0.01), respectively. Thus, the $AUC_{last}$ was significantly decreased. On the other hands, there was a significant change in systolic blood pressure (SBP) after alcohol administration. All measured value after 360 mL of alcohol administration was significantly decreased (p < 0.01). Conclusions: The dissolved oxygen in alcoholic beverage has no effect on blood pressures but the alcohol administration has an effect on blood pressure. Thus, SBP can be used as a biomarker of alcohol administration and utilized in PK/PD modeling of alcohol.

효율적인 의약품 평가를 위한 약물계량학 분석법 도입의 전략 방안 (Strategic Plans for the Implementation of Pharmacometric Methodology in Drug Regulatory Review Decisions)

  • 이상민;최보윤;윤휘열;전다혜;김명규;하지혜;김영훈;지은희;강원구;한나영;신완균;오정미
    • 한국임상약학회지
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    • 제21권4호
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    • pp.339-346
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    • 2011
  • Over the past few decades, drug regulatory agencies in advanced countries have been emphasizing pharmacometrics as a tool for an effective and efficient drug evaluation. Despite this international movement, the value of pharmacometrics is still poorly recognized by the Korean drug evaluation system. This study aimed to analyze the current state of utilization of pharmacometrics by foreign drug regulatory agencies and develop a road map to guide the implementation pharmacometrics into the Korean drug evaluation system. MEDLINE and foreign drug regulatory agency database were extensively searched to obtain scientific research articles, guidance, regulations and pharmacometric review reports on foreign pharmacometric drug evaluation system. A systematic roadmap comprised of 3 stages to implement pharmacometrics in Korean drug evaluation system was formulated after analyzing the collected data in tune with the current evaluation system. Pharmacometrics is an urgently required tool to achieve an efficient drug evaluation and review in Korea. The road map developed by this study is expected to aid in setting up a policy to implement and utilize pharmacometrics in Korea.