Development of compartmental models in stable-isotope experiments -: Application to lipid metabolism

被引:35
作者
Pont, F [1 ]
Duvillard, L [1 ]
Vergès, B [1 ]
Gambert, P [1 ]
机构
[1] Fac Med Dijon, INSERM U498, Lab Biochim Lipoprot, Dijon, France
关键词
compartmental models; stable isotopes; kinetics; lipids; lipoproteins;
D O I
10.1161/01.ATV.18.6.853
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Kinetic experiments are of great importance in lipid research because they further the understanding of lipid metabolism in vivo and help to explain the physiopathology of lipid disorders in humans. At present, due to species specificity, no valid animal model can efficiently replace a study in humans to explore Lipid metabolism, and the use of radioactive tracers is restricted in humans. Thus, stable-isotope tracer kinetic studies have become an important component of research programs to achieve in humans a quantitative understanding of the dynamics of metabolic processes in vivo. The aim of this review is to describe the practical aspects of compartmental model development in stable-isotope experiments. The recent development of computer hardware and modeling software has dramatically facilitated the task of the modeler in his or her calculations. In the current review, we show that the model may be considered an integral component of the experimental design and that model development must obey strict rules to provide a rigorous solution. The main difficulties of model development in tracer experiments, such as experiment design, model identifiability, data expression, comparison of models, or tracer recycling, are presented with extensive references. We have paid particular attention to kinetic modeling in stable-isotope experiments because they have shown the greatest development in recent years.
引用
收藏
页码:853 / 860
页数:8
相关论文
共 45 条
[1]   NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[2]  
Bard Y., 1974, Nonlinear Parameter Estimation
[3]   Design and analysis of lipid tracer kinetic studies [J].
Barrett, PHR ;
Foster, DM .
CURRENT OPINION IN LIPIDOLOGY, 1996, 7 (03) :143-148
[4]  
BERGMAN RN, 1980, FED PROC, V39, P110
[5]  
Bjorkegren J, 1996, J LIPID RES, V37, P76
[6]   CALCULATION OF STABLE ISOTOPE ENRICHMENT FOR TRACER KINETIC PROCEDURES [J].
BUCKLEY, WT ;
HUCKIN, SN ;
EIGENDORF, GK .
BIOMEDICAL MASS SPECTROMETRY, 1985, 12 (01) :1-5
[7]   OPTIMAL-DESIGN OF SAMPLING SCHEDULES FOR STUDYING GLUCOSE KINETICS WITH TRACERS [J].
COBELLI, C ;
RUGGERI, A .
AMERICAN JOURNAL OF PHYSIOLOGY, 1989, 257 (03) :E444-E450
[8]   OPTIMAL-DESIGN OF MULTIOUTPUT SAMPLING SCHEDULES - SOFTWARE AND APPLICATIONS TO ENDOCRINE METABOLIC AND PHARMACOKINETIC MODELS [J].
COBELLI, C ;
RUGGERI, A ;
DISTEFANO, JJ ;
LANDAW, EM .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1985, 32 (04) :249-256
[9]   PARAMETER AND STRUCTURAL IDENTIFIABILITY CONCEPTS AND AMBIGUITIES - A CRITICAL-REVIEW AND ANALYSIS [J].
COBELLI, C ;
DISTEFANO, JJ .
AMERICAN JOURNAL OF PHYSIOLOGY, 1980, 239 (01) :R7-R24
[10]   VALIDATION OF SIMPLE AND COMPLEX-MODELS IN PHYSIOLOGY AND MEDICINE [J].
COBELLI, C ;
CARSON, ER ;
FINKELSTEIN, L ;
LEANING, MS .
AMERICAN JOURNAL OF PHYSIOLOGY, 1984, 246 (02) :R259-R266