메뉴 건너뛰기




Volumn 4, Issue 4, 2009, Pages 355-363

A glucose-insulin pharmacodynamic surface modeling validation and comparison of metabolic system models

Author keywords

Diabetes; Euglycaemic clamp; Hyperinsulinaemic clamp; Insulin sensitivity; Metabolism; Model validation; Modeling; Pharmacodynamics; Pharmacokinetics

Indexed keywords

DYNAMICS; FORECASTING; INSULIN; MEDICAL PROBLEMS; METABOLISM; MODELS; PHARMACODYNAMICS; PHARMACOKINETICS; STATISTICAL TESTS;

EID: 70349758347     PISSN: 17468094     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.bspc.2009.04.002     Document Type: Article
Times cited : (10)

References (54)
  • 1
    • 2342466734 scopus 로고    scopus 로고
    • Global prevalence of diabetes: estimates for the year 2000 and projections for 2030
    • Wild S., Roglic G., Green A., Sicree R., and King H. Global prevalence of diabetes: estimates for the year 2000 and projections for 2030. Diab. Care 27 5 (2004) 1047-1053
    • (2004) Diab. Care , vol.27 , Issue.5 , pp. 1047-1053
    • Wild, S.1    Roglic, G.2    Green, A.3    Sicree, R.4    King, H.5
  • 2
    • 34147116754 scopus 로고    scopus 로고
    • What is the scale of the future diabetes epidemic, and how certain are we about it?
    • Wild S.H., and Forouhi N.G. What is the scale of the future diabetes epidemic, and how certain are we about it?. Diabetologia (2007)
    • (2007) Diabetologia
    • Wild, S.H.1    Forouhi, N.G.2
  • 3
    • 33846422032 scopus 로고    scopus 로고
    • Obesity and diabetes in the developing world--a growing challenge
    • Hossain P., Kawar B., and El Nahas M. Obesity and diabetes in the developing world--a growing challenge. N. Engl. J. Med. 356 3 (2007) 213-215
    • (2007) N. Engl. J. Med. , vol.356 , Issue.3 , pp. 213-215
    • Hossain, P.1    Kawar, B.2    El Nahas, M.3
  • 4
    • 2642626655 scopus 로고    scopus 로고
    • Economic consequences of diabetes mellitus in the US. in 1997. American Diabetes Association
    • ADA. Economic consequences of diabetes mellitus in the US. in 1997. American Diabetes Association. Diab. Care 21 2 (1998) 296-309
    • (1998) Diab. Care , vol.21 , Issue.2 , pp. 296-309
    • ADA1
  • 5
    • 24144475286 scopus 로고    scopus 로고
    • Higher medical care costs accompany impaired fasting glucose
    • Nichols G.A., and Brown J.B. Higher medical care costs accompany impaired fasting glucose. Diab. Care 28 9 (2005) 2223-2229
    • (2005) Diab. Care , vol.28 , Issue.9 , pp. 2223-2229
    • Nichols, G.A.1    Brown, J.B.2
  • 7
    • 0043244907 scopus 로고    scopus 로고
    • Economic costs of diabetes in the US in 2002
    • Hogan P., Dall T., and Nikolov P. Economic costs of diabetes in the US in 2002. Diab. Care 26 3 (2003) 917-932
    • (2003) Diab. Care , vol.26 , Issue.3 , pp. 917-932
    • Hogan, P.1    Dall, T.2    Nikolov, P.3
  • 8
    • 0036550695 scopus 로고    scopus 로고
    • The prevention or delay of type 2 diabetes
    • ADA. The prevention or delay of type 2 diabetes. Diab. Care 25 4 (2002) 742-749
    • (2002) Diab. Care , vol.25 , Issue.4 , pp. 742-749
    • ADA1
  • 9
    • 32144448938 scopus 로고    scopus 로고
    • Standards of medical care in diabetes-2006
    • ADA. Standards of medical care in diabetes-2006. Diab. Care 29 (2006) S4-S42
    • (2006) Diab. Care , vol.29
    • ADA1
  • 11
    • 3442899889 scopus 로고    scopus 로고
    • Effect of an intensive glucose management protocol on the mortality of critically ill adult patients
    • Krinsley J.S. Effect of an intensive glucose management protocol on the mortality of critically ill adult patients. Mayo Clin. Proc. 79 8 (2004) 992-1000
    • (2004) Mayo Clin. Proc. , vol.79 , Issue.8 , pp. 992-1000
    • Krinsley, J.S.1
  • 13
    • 42949103093 scopus 로고    scopus 로고
    • Implementation and evaluation of the SPRINT protocol for tight glycaemic control in critically ill patients: a clinical practice change
    • Chase J.G., Shaw G., Le Compte A., Lonergan T., Willacy M., Wong X.W., Lin J., Lotz T., Lee D., and Hann C. Implementation and evaluation of the SPRINT protocol for tight glycaemic control in critically ill patients: a clinical practice change. Crit. Care 12 2 (2008) R49
    • (2008) Crit. Care , vol.12 , Issue.2
    • Chase, J.G.1    Shaw, G.2    Le Compte, A.3    Lonergan, T.4    Willacy, M.5    Wong, X.W.6    Lin, J.7    Lotz, T.8    Lee, D.9    Hann, C.10
  • 14
    • 33646038617 scopus 로고    scopus 로고
    • Perioperative glucose control
    • Krinsley J. Perioperative glucose control. Curr. Opin. Anaesthesiol. 19 2 (2006) 111-116
    • (2006) Curr. Opin. Anaesthesiol. , vol.19 , Issue.2 , pp. 111-116
    • Krinsley, J.1
  • 15
    • 33644589802 scopus 로고    scopus 로고
    • Analysis of healthcare resource utilization with intensive insulin therapy in critically ill patients
    • Van den Berghe G., Wouters P.J., Kesteloot K., and Hilleman D.E. Analysis of healthcare resource utilization with intensive insulin therapy in critically ill patients. Crit. Care Med. 34 3 (2006) 612-616
    • (2006) Crit. Care Med. , vol.34 , Issue.3 , pp. 612-616
    • Van den Berghe, G.1    Wouters, P.J.2    Kesteloot, K.3    Hilleman, D.E.4
  • 16
    • 33645129570 scopus 로고    scopus 로고
    • Cost analysis of intensive glycemic control in critically ill adult patients
    • Krinsley J.S., and Jones R.L. Cost analysis of intensive glycemic control in critically ill adult patients. Chest 129 3 (2006) 644-650
    • (2006) Chest , vol.129 , Issue.3 , pp. 644-650
    • Krinsley, J.S.1    Jones, R.L.2
  • 17
    • 33746621650 scopus 로고    scopus 로고
    • Variability of blood glucose concentration and short-term mortality in critically ill patients
    • Egi M., Bellomo R., Stachowski E., French C.J., and Hart G. Variability of blood glucose concentration and short-term mortality in critically ill patients. Anesthesiology 105 2 (2006) 244-252
    • (2006) Anesthesiology , vol.105 , Issue.2 , pp. 244-252
    • Egi, M.1    Bellomo, R.2    Stachowski, E.3    French, C.J.4    Hart, G.5
  • 20
    • 0034085987 scopus 로고    scopus 로고
    • A model of the endogenous glucose balance incorporating the characteristics of glucose transporters
    • Arleth T., Andreassen S., Federici M.O., and Benedetti M.M. A model of the endogenous glucose balance incorporating the characteristics of glucose transporters. Comput. Methods Prog. Biomed. 62 3 (2000) 219-234
    • (2000) Comput. Methods Prog. Biomed. , vol.62 , Issue.3 , pp. 219-234
    • Arleth, T.1    Andreassen, S.2    Federici, M.O.3    Benedetti, M.M.4
  • 22
    • 33646339675 scopus 로고    scopus 로고
    • Multicentric, randomized, controlled trial to evaluate blood glucose control by the model predictive control algorithm versus routine glucose management protocols in intensive care unit patients
    • Plank J., Blaha J., Cordingley J., Wilinska M.E., Chassin L.J., Morgan C., Squire S., Haluzik M., Kremen J., Svacina S., et al. Multicentric, randomized, controlled trial to evaluate blood glucose control by the model predictive control algorithm versus routine glucose management protocols in intensive care unit patients. Diab. Care 29 2 (2006) 271-276
    • (2006) Diab. Care , vol.29 , Issue.2 , pp. 271-276
    • Plank, J.1    Blaha, J.2    Cordingley, J.3    Wilinska, M.E.4    Chassin, L.J.5    Morgan, C.6    Squire, S.7    Haluzik, M.8    Kremen, J.9    Svacina, S.10
  • 24
    • 70349760461 scopus 로고    scopus 로고
    • Development of a clinical type 1 diabetes metabolic system model and in silico simulation tool
    • Wong J., Chase J.G., Hann C.E., Lotz T.F., Lin J., Le Compte A., and Shaw G.M. Development of a clinical type 1 diabetes metabolic system model and in silico simulation tool. J. Diab. Sci. Technol. 2 3 (2008) 425-435
    • (2008) J. Diab. Sci. Technol. , vol.2 , Issue.3 , pp. 425-435
    • Wong, J.1    Chase, J.G.2    Hann, C.E.3    Lotz, T.F.4    Lin, J.5    Le Compte, A.6    Shaw, G.M.7
  • 25
    • 33747055934 scopus 로고    scopus 로고
    • Transient and steady-state euglycemic clamp validation of a model for glycemic control and insulin sensitivity testing
    • Lotz T.F., Chase J.G., McAuley K.A., Lee D.S., Lin J., Hann C.E., and Mann J.I. Transient and steady-state euglycemic clamp validation of a model for glycemic control and insulin sensitivity testing. Diab. Technol. Ther. 8 3 (2006) 338-346
    • (2006) Diab. Technol. Ther. , vol.8 , Issue.3 , pp. 338-346
    • Lotz, T.F.1    Chase, J.G.2    McAuley, K.A.3    Lee, D.S.4    Lin, J.5    Hann, C.E.6    Mann, J.I.7
  • 31
    • 0022361971 scopus 로고
    • Assessment of insulin sensitivity in vivo
    • Bergman R.N., Finegood D.T., and Ader M. Assessment of insulin sensitivity in vivo. Endocr. Rev. 6 1 (1985) 45-86
    • (1985) Endocr. Rev. , vol.6 , Issue.1 , pp. 45-86
    • Bergman, R.N.1    Finegood, D.T.2    Ader, M.3
  • 32
    • 0023120630 scopus 로고
    • Equivalence of the insulin sensitivity index in man derived by the minimal model method and the euglycemic glucose clamp
    • Bergman R.N., Prager R., Volund A., and Olefsky J.M. Equivalence of the insulin sensitivity index in man derived by the minimal model method and the euglycemic glucose clamp. J. Clin. Invest. 79 3 (1987) 790-800
    • (1987) J. Clin. Invest. , vol.79 , Issue.3 , pp. 790-800
    • Bergman, R.N.1    Prager, R.2    Volund, A.3    Olefsky, J.M.4
  • 33
    • 0022797049 scopus 로고
    • MINMOD: a computer program to calculate insulin sensitivity and pancreatic responsivity from the frequently sampled intravenous glucose tolerance test
    • Pacini G., and Bergman R.N. MINMOD: a computer program to calculate insulin sensitivity and pancreatic responsivity from the frequently sampled intravenous glucose tolerance test. Comput. Methods Prog. Biomed. 23 2 (1986) 113-122
    • (1986) Comput. Methods Prog. Biomed. , vol.23 , Issue.2 , pp. 113-122
    • Pacini, G.1    Bergman, R.N.2
  • 34
    • 0030659571 scopus 로고    scopus 로고
    • The hot IVGTT two-compartment minimal model: indexes of glucose effectiveness and insulin sensitivity
    • Vicini P., Caumo A., and Cobelli C. The hot IVGTT two-compartment minimal model: indexes of glucose effectiveness and insulin sensitivity. Am. J. Physiol. 273 5 Pt 1 (1997) E1024-E1032
    • (1997) Am. J. Physiol. , vol.273 , Issue.5 PART 1
    • Vicini, P.1    Caumo, A.2    Cobelli, C.3
  • 35
    • 0032915660 scopus 로고    scopus 로고
    • Glucose effectiveness and insulin sensitivity from the minimal models: consequences of undermodeling assessed by Monte Carlo simulation
    • Vicini P., Caumo A., and Cobelli C. Glucose effectiveness and insulin sensitivity from the minimal models: consequences of undermodeling assessed by Monte Carlo simulation. IEEE Trans. Biomed. Eng. 46 2 (1999) 130-137
    • (1999) IEEE Trans. Biomed. Eng. , vol.46 , Issue.2 , pp. 130-137
    • Vicini, P.1    Caumo, A.2    Cobelli, C.3
  • 36
    • 0036110469 scopus 로고    scopus 로고
    • The oral glucose minimal model: Estimation of insulin sensitivity from a meal test
    • Dalla Man C., Caumo A., and Cobelli C. The oral glucose minimal model: Estimation of insulin sensitivity from a meal test. IEEE Trans. Biomed. Eng. 49 5 (2002) 419-429
    • (2002) IEEE Trans. Biomed. Eng. , vol.49 , Issue.5 , pp. 419-429
    • Dalla Man, C.1    Caumo, A.2    Cobelli, C.3
  • 37
    • 33644673386 scopus 로고    scopus 로고
    • Two-hour seven-sample oral glucose tolerance test and meal protocol: minimal model assessment of beta-cell responsivity and insulin sensitivity in nondiabetic individuals
    • Dalla Man C., Campioni M., Polonsky K.S., Basu R., Rizza R.A., Toffolo G., and Cobelli C. Two-hour seven-sample oral glucose tolerance test and meal protocol: minimal model assessment of beta-cell responsivity and insulin sensitivity in nondiabetic individuals. Diabetes 54 11 (2005) 3265-3273
    • (2005) Diabetes , vol.54 , Issue.11 , pp. 3265-3273
    • Dalla Man, C.1    Campioni, M.2    Polonsky, K.S.3    Basu, R.4    Rizza, R.A.5    Toffolo, G.6    Cobelli, C.7
  • 39
    • 0018520840 scopus 로고
    • Glucose clamp technique: a method for quantifying insulin secretion and resistance
    • DeFronzo R.A., Tobin J.D., and Andres R. Glucose clamp technique: a method for quantifying insulin secretion and resistance. Am. J. Physiol. 237 3 (1979) E214-E223
    • (1979) Am. J. Physiol. , vol.237 , Issue.3
    • DeFronzo, R.A.1    Tobin, J.D.2    Andres, R.3
  • 41
    • 11044232204 scopus 로고    scopus 로고
    • Modelling and Control of Hyperglycemia in Critical Care Patients
    • ME, University of Canterbury, Christchurch, New Zealand
    • Doran CV. Modelling and Control of Hyperglycemia in Critical Care Patients. Masters of Engineering (ME). University of Canterbury, Christchurch, New Zealand, 2004.
    • (2004) Masters of Engineering
    • Doran, C.V.1
  • 42
    • 13844280921 scopus 로고    scopus 로고
    • Integral-based parameter identification for long-term dynamic verification of a glucose-insulin system model
    • Hann C.E., Chase J.G., Lin J., Lotz T., Doran C.V., and Shaw G.M. Integral-based parameter identification for long-term dynamic verification of a glucose-insulin system model. Comput. Methods Prog. Biomed. 77 3 (2005) 259-270
    • (2005) Comput. Methods Prog. Biomed. , vol.77 , Issue.3 , pp. 259-270
    • Hann, C.E.1    Chase, J.G.2    Lin, J.3    Lotz, T.4    Doran, C.V.5    Shaw, G.M.6
  • 45
    • 0033194665 scopus 로고    scopus 로고
    • Minimal model SG overestimation and SI underestimation: improved accuracy by a Bayesian two-compartment model
    • Cobelli C., Caumo A., and Omenetto M. Minimal model SG overestimation and SI underestimation: improved accuracy by a Bayesian two-compartment model. Am. J. Physiol. 277 3 Pt 1 (1999) E481-E488
    • (1999) Am. J. Physiol. , vol.277 , Issue.3 PART 1
    • Cobelli, C.1    Caumo, A.2    Omenetto, M.3
  • 46
    • 0141790120 scopus 로고    scopus 로고
    • Methods for clinical assessment of insulin sensitivity and beta-cell function
    • Pacini G., and Mari A. Methods for clinical assessment of insulin sensitivity and beta-cell function. Best Pract. Res. Clin. Endocrinol. Metab. 17 3 (2003) 305-322
    • (2003) Best Pract. Res. Clin. Endocrinol. Metab. , vol.17 , Issue.3 , pp. 305-322
    • Pacini, G.1    Mari, A.2
  • 47
    • 0030068333 scopus 로고    scopus 로고
    • The effect of insulin dose on the measurement of insulin sensitivity by the minimal model technique. Evidence for saturable insulin transport in humans
    • Prigeon R.L., Roder M.E., Porte Jr. D., and Kahn S.E. 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. 97 2 (1996) 501-507
    • (1996) J. Clin. Invest. , vol.97 , Issue.2 , pp. 501-507
    • Prigeon, R.L.1    Roder, M.E.2    Porte Jr., D.3    Kahn, S.E.4
  • 50
    • 0032432616 scopus 로고    scopus 로고
    • Overestimation of minimal model glucose effectiveness in presence of insulin response is due to undermodeling
    • Cobelli C., Bettini F., Caumo A., and Quon M.J. Overestimation of minimal model glucose effectiveness in presence of insulin response is due to undermodeling. Am. J. Physiol. 275 6 Pt 1 (1998) E1031-E1036
    • (1998) Am. J. Physiol. , vol.275 , Issue.6 PART 1
    • Cobelli, C.1    Bettini, F.2    Caumo, A.3    Quon, M.J.4
  • 51
    • 0037303866 scopus 로고    scopus 로고
    • The hot IVGTT two-compartment minimal model: an improved version
    • Toffolo G., and Cobelli C. The hot IVGTT two-compartment minimal model: an improved version. Am. J. Physiol. Endocrinol. Metab. 284 2 (2003) E317-E321
    • (2003) Am. J. Physiol. Endocrinol. Metab. , vol.284 , Issue.2
    • Toffolo, G.1    Cobelli, C.2
  • 53
    • 70349772859 scopus 로고    scopus 로고
    • Virtual type 1 diabetic treated by CSII: Model description.
    • Sydney, Australia, 24-29 August
    • Hovorka R., Chassin L.J., and Wilinska M.E. Virtual type 1 diabetic treated by CSII: Model description. WC2003. Sydney, Australia, 24-29 August (2003)
    • (2003) WC2003
    • Hovorka, R.1    Chassin, L.J.2    Wilinska, M.E.3
  • 54
    • 0029123756 scopus 로고
    • Estimation of beta-cell sensitivity from intravenous glucose tolerance test C-peptide data. Knowledge of the kinetics avoids errors in modeling the secretion
    • Toffolo G., De Grandi F., and Cobelli C. Estimation of beta-cell sensitivity from intravenous glucose tolerance test C-peptide data. Knowledge of the kinetics avoids errors in modeling the secretion. Diabetes 44 7 (1995) 845-854
    • (1995) Diabetes , vol.44 , Issue.7 , pp. 845-854
    • Toffolo, G.1    De Grandi, F.2    Cobelli, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.