THE HYBRID MODEL - A NEW PHARMACOKINETIC MODEL FOR COMPUTER-CONTROLLED INFUSION PUMPS

被引:39
作者
WADA, DR
WARD, DS
机构
[1] UNIV CALIF LOS ANGELES,DEPT ANESTHESIOL,LOS ANGELES,CA 90024
[2] UNIV CALIF LOS ANGELES,DEPT ELECT ENGN,LOS ANGELES,CA 90024
[3] UNIV ROCHESTER,MED CTR,DEPT ANESTHESIOL,ROCHESTER,NY 14642
[4] UNIV ROCHESTER,DEPT ELECT ENGN,ROCHESTER,NY 14627
关键词
D O I
10.1109/10.284924
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Classical pharmacokinetic models used in computer-controlled infusion pumps (CCIPs) assume instantaneous mixing of drug in blood; however, the average recirculation time of blood in man is approximately one minute. To investigate the effects of recirculation dynamics on the transient performance of CCIPs, we propose a hybrid physiologically-based pharmacokinetic model for the narcotic alfentanil. A three-compartment model was derived from the response of the hybrid model to a short infusion and used to compute a CCIP infusion targeting 450 mu g/l. For this infusion, the hybrid model predicts that the arterial plasma concentration will overshoot the target concentration by 39 percent with an average prediction error of 3 percent. The overshoot and average prediction error increase to 100 and 25 percent respectively when using a three-compartment pharmacokinetic model derived from a bolus. The overshoot can be reduced by decreasing the maximum possible infusion rate, or by increasing the zero-order hold infusion interval.
引用
收藏
页码:134 / 142
页数:9
相关论文
共 27 条
[11]   PHYSIOLOGICALLY BASED PHARMACOKINETIC MODELING - PRINCIPLES AND APPLICATIONS [J].
GERLOWSKI, LE ;
JAIN, RK .
JOURNAL OF PHARMACEUTICAL SCIENCES, 1983, 72 (10) :1103-1127
[12]   PHARMACOKINETIC MODEL-DRIVEN INFUSION OF FENTANYL - ASSESSMENT OF ACCURACY [J].
GLASS, PSA ;
JACOBS, JR ;
SMITH, LR ;
GINSBERG, B ;
QUILL, TJ ;
BAI, SA ;
REVES, JG .
ANESTHESIOLOGY, 1990, 73 (06) :1082-1090
[13]  
GUYTON AC, 1991, MED PHSYL, P221
[14]   ALGORITHM FOR OPTIMAL LINEAR MODEL-BASED CONTROL WITH APPLICATION TO PHARMACOKINETIC MODEL-DRIVEN DRUG DELIVERY [J].
JACOBS, JR .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1990, 37 (01) :107-109
[15]  
LEMMENS HJM, 1988, ANAESTHESIA, V43, P820
[16]   POPULATION PHARMACOKINETICS OF ALFENTANIL - THE AVERAGE DOSE-PLASMA CONCENTRATION RELATIONSHIP AND INTERINDIVIDUAL VARIABILITY IN PATIENTS [J].
MAITRE, PO ;
VOZEH, S ;
HEYKANTS, J ;
THOMSON, DA ;
STANSKI, DR .
ANESTHESIOLOGY, 1987, 66 (01) :3-12
[17]  
MAPLESON WW, 1963, J APPL PHYSIOL, V18, P197
[18]  
MEULDERMANS WEG, 1982, ARCH INT PHARMACOD T, V257, P4
[19]   THE PROSPECTIVE USE OF POPULATION PHARMACOKINETICS IN A COMPUTER-DRIVEN INFUSION SYSTEM FOR ALFENTANIL [J].
RAEMER, DB ;
BUSCHMAN, A ;
VARVEL, JR ;
PHILIP, BK ;
JOHNSON, MD ;
STEIN, DA ;
SHAFER, SL .
ANESTHESIOLOGY, 1990, 73 (01) :66-72
[20]  
Schuttler J, 1988, Anaesthesia, V43 Suppl, P2, DOI 10.1111/j.1365-2044.1988.tb09059.x