Long term verification of glucose-insulin regulatory system model dynamics

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 26 I, Issue , 2004, Pages 758-761

  Lin, J ^a   Chase, J G ^a   Shaw, G M ^b   Lotz, T F ^a   Hann, C E ^a   Doran, C V ^a   Lee, D S ^a  

^a UNIVERSITY OF CANTERBURY   (New Zealand)

^b CHRISTCHURCH HOSPITAL   (New Zealand)

Author keywords

Critical Care; Glucose; Hyperglycemia; Insulin; Modeling

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; ERROR ANALYSIS; INSULIN; INTENSIVE CARE UNITS; LINEAR EQUATIONS; MATHEMATICAL MODELS; OPTIMIZATION; SINGLE CRYSTALS;

CRITICAL CARE; DIABETES; HYPERGLYCEMIA; PLASMA INSULIN;

GLUCOSE;

EID: 11044226332     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. G. Van den Berghe, P. Wouters, F. Weekers, C. Verwaest, F. Bruyninckx, M. Schetz, et al., "Intensive insulin therapy in the critically ill patients," N Engl J Med, vol. 345, no. 19, pp. 1359-1367, 200 1.
2. G. Van den Berghe, P. J. Wouters, R. Bouillon, F. Weekers, C. Verwaest, M. Schetz, et al., "Outcome benefit of intensive insulin therapy in the critically ill: Insulin dose versus glycemic control," Crit Care Med, vol. 31, no. 2, pp. 359-366, 2003.
3. J. S. Krinsley, "Association between hyperglycemia and increased hospital mortality in a heterogeneous population of critically ill patients," Mayo Clin Proc. vol. 78. no. 12, pp. 1471-8, 2003.
4. B. R. Bistrian, "Hyperglycemia and Infection: Which is the Chicken and Which is the Egg?," JPEN J Parenter Enteral Nutr, vol. 25, no. 4, pp. 180-181, 2001.
5. S. E. Capes, D. Hunt, K. Malmberg, and H. C. Gerstein, "Stress hyperglycaemia and increased risk of death after myocardial infarction in patients with and without diabetes: a systematic overview," Lancet, vol. 355, no. 9206, pp. 773-778, 2000.
6. C. V. Doran, "Modelling and Control of Hyperglycemia in Critical Care Patients," Masters Thesis, Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand, 2004
7. R. N. Bergman, D. T. Finegood, and M. Ader, "Assessment of insulin sensitivity in vivo," Endocr Rev, vol. 6, no. 1, pp. 45-86, 1985.
8. C. V. Doran, J. G. Chase, G. M. Shaw, K. T. Moorhead, and N. H. Hudson, "Automated Insulin Infusion Trials in the Intensive Care Unit," Diabetes Technology and Therapeutics, vol. 6, no. 2, pp. 155-166, 2004.
9. J. G. Chase, G. M. Shaw, J. Lin, C. V. Doran, C. E. Hann, M. B. Robertson, et al., "Adaptive Bolus-Based Set-Point Regulation of Hyperglycemia in Critical Care," in IEEE Engineering in Medicine and Biology. San Fransisco, USA, 2004.
10. C. Cobelli, A. Caumo, and M. Omenetto, "Minimal model SG overestimation and SI underestimation: improved accuracy by a Bayesian two-compartment model," Am J Physiol, vol. 277, no. 3 Pt 1, pp. E481-488, 1999.
11. K. Turnheim and W. K. Waldhausl, "Essentials of insulin pharmacokinetics." Wien Klin Wochenschr, vol. 100, no. 3, pp. 65-72, 1988.
12. B. Thorsteinsson, "Kinetic models for insulin disappearance from plasma in man," Dan Med Bull, vol. 37, no. 2, pp. 143-153, 1990.
13. R. L. Prigeon, M. E. Roder, D. Porte, Jr., and S. E. Kahn, "The effect of insulin dose on the measurement of insulin sensitivity by the minimal model technique. Evidence for saturable insulin transport in humans," J Clin Invest, vol. 97, no. 2, pp. 501-507, 1996.
14. A. Natali, A. Gastaldelli, S. Camastra, A. M. Sironi, E. Toschi, A. Masoni, et al., "Dose-response characteristics of insulin action on glucose metabolism: a non-steady-state approach," Am J Physiol Endocrinol Metab, vol. 278, no. 5, pp. E794-801, 2000.
15. R. A. DeFronzo, J. D. Tobin, and R. Andres, "Glucose clamp technique: a method for quantifying insulin secretion and resistance," Am J Physiol, vol. 237, no. 3, pp. E214-223, 1979.
16. R. Hovorka and P. Vicini, "Parameter Estimation," in Modelling Methodology for Physiology and Medicine, E. Carson and C. Cobelli, Eds. London: Academic Press. 2001, pp. 107-151.
17. S. M. Furler, E. W. Kraegen, R. H. Smallwood, and D. J. Chisholm, "Blood glucose control by intermittent loop closure in the basal mode: computer simulation studies with a diabetic model," Diabetes Care, vol. 8, no. 6, pp. 553-561, 1985.
18. A. Avogaro, J. D. Bristow, D. M. Bier, C. Cobelli, and G. Toffolo, "Stable-label intravenous glucose tolerance test minimal model," Diabetes, vol. 38, no. 8, pp. 1048-1055, 1989.
19. F. Bettini, A. Caumo, and C. Cobelli, "Minimal Models in Meal-like Protocols: Simulation Studies to Assess Precision and Physiological Plausibility of Parameter Estimates," presented at IEEE 17th Annual Conference, 1995.
20. Arkray Inc. 2001, "GlucocardTM Test Strip 2 Data Sheet." Japan: Arkray Inc.
21. E. R. Carson and C. Cobelli, Modelling methodology for physiology and medicine. San Diego: Academic Press, 2001.
22. M. E. Wilinska, L. J. Chassin, H. C. Schaller, T. R. Pieber, and R. Hovorka, "Modelling Insulin Lispro Kinetics during Physiological Conditions in Subjects with Type 1 Diabetes Treated by CSII," presented at World Congress on Biomedical Engineering and Medical Physics, Sydney, Australia, 2003.