Insulin secretion rate during glucose stimuli: Alternative analyses of C-peptide data

被引:18
作者
Breda, E [1 ]
Cobelli, C [1 ]
机构
[1] Univ Padua, Dipartimento Elettr & Informat, I-35131 Padua, Italy
关键词
physiological models; parameter estimation; glucose system; IVGTT; pancreatic beta-cells;
D O I
10.1114/1.1385804
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The ability to evaluate the pancreatic insulin secretion rate (ISR), is essential for a quantitative understanding of the glucose regulation system in man. Various approaches have been developed for evaluation of the ISR in vivo. The aim of this study was to compare input/output and compartmental models of C-peptide to reconstruct the ISR in response to both physiological and nonphysiological glucose stimuli in healthy humans. In particular we applied the nonparametric stochastic deconvolution and the C-peptide minimal model approaches to the graded up & down glucose infusion protocol, where glucose was infused at progressively increasing and then decreasing rates, and to the intravenous glucose tolerance test (IVGTT), where an impulse dose of glucose was administered. Our results show that the two models give virtually identical results when glucose and C-peptide (and thus ISR) profiles are smooth and regulars but when vigorous nonstationarities are present, like during the first 4 min of the IVGTT, the two ISR profiles are different (but not their areas under the curve). The C-peptide minimal model, albeit requiring, at variance with deconvolution, the knowledge of glucose data, has the advantage of providing quantitative indices of the fl-cell function, which is important in the parametric definition of different physiopathological states. (C) 2001 Biomedical Engineering Society.
引用
收藏
页码:692 / 700
页数:9
相关论文
共 18 条
  • [1] [Anonymous], 1983, MATH MODELING METABO
  • [2] SAAM II: Simulation, Analysis, and Modeling Software for tracer and pharmacokinetic studies
    Barrett, PHR
    Bell, BM
    Cobelli, C
    Golde, H
    Schumitzky, A
    Vicini, P
    Foster, DM
    [J]. METABOLISM-CLINICAL AND EXPERIMENTAL, 1998, 47 (04): : 484 - 492
  • [3] Cobelli C., 2000, TRACER KINETIC BIOME
  • [4] Nonparametric input estimation in physiological systems: Problems, methods, and case studies
    DeNicolao, G
    Sparacino, G
    Cobelli, C
    [J]. AUTOMATICA, 1997, 33 (05) : 851 - 870
  • [5] LINEAR AND NONLINEAR TECHNIQUES FOR THE DECONVOLUTION OF HORMONE TIME-SERIES
    DENICOLAO, G
    LIBERATI, D
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1993, 40 (05) : 440 - 456
  • [6] PREHEPATIC INSULIN PRODUCTION IN MAN - KINETIC-ANALYSIS USING PERIPHERAL CONNECTING PEPTIDE BEHAVIOR
    EATON, RP
    ALLEN, RC
    SCHADE, DS
    ERICKSON, KM
    STANDEFER, J
    [J]. JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 1980, 51 (03) : 520 - 528
  • [7] CHARACTERIZATION OF 7 C-PEPTIDE ANTISERA
    FABER, OK
    BINDER, C
    MARKUSSEN, J
    HEDING, LG
    NAITHANI, VK
    KUZUYA, H
    BLIX, P
    HORWITZ, DL
    RUBENSTEIN, AH
    [J]. DIABETES, 1978, 27 : 170 - 177
  • [8] ISEC: A program to calculate insulin secretion
    Hovorka, R
    Soons, PA
    Young, MA
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 1996, 50 (03) : 253 - 264
  • [9] Pancreatic β-cell responsiveness during meal tolerance test:: Model assessment in normal subjects and subjects with newly diagnosed noninsulin-dependent diabetes mellitus
    Hovorka, R
    Chassin, L
    Luzio, SD
    Playle, R
    Owens, DR
    [J]. JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 1998, 83 (03) : 744 - 750
  • [10] C-PEPTIDE AS A MEASURE OF THE SECRETION AND HEPATIC EXTRACTION OF INSULIN - PITFALLS AND LIMITATIONS
    POLONSKY, KS
    RUBENSTEIN, AH
    [J]. DIABETES, 1984, 33 (05) : 486 - 494