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Volumn 89, Issue 3, 2008, Pages 215-225

Monte Carlo analysis of a new model-based method for insulin sensitivity testing

Author keywords

Diabetes screening; Glucose modeling; Insulin modeling; Insulin resistance; Insulin sensitivity

Indexed keywords

COMPUTER SIMULATION; DISEASES; MATHEMATICAL MODELS; MONTE CARLO METHODS; RISK ASSESSMENT; SENSITIVITY ANALYSIS;

EID: 38649122694     PISSN: 01692607     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cmpb.2007.03.007     Document Type: Article
Times cited : (56)

References (66)
  • 1
    • 0026021161 scopus 로고
    • Insulin resistance. A multifaceted syndrome responsible for NIDDM, obesity, hypertension, dyslipidemia, and atherosclerotic cardiovascular disease
    • DeFronzo R.A., and Ferrannini E. Insulin resistance. A multifaceted syndrome responsible for NIDDM, obesity, hypertension, dyslipidemia, and atherosclerotic cardiovascular disease. Diabetes Care 14 3 (1991) 173-194
    • (1991) Diabetes Care , vol.14 , Issue.3 , pp. 173-194
    • DeFronzo, R.A.1    Ferrannini, E.2
  • 2
    • 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
  • 3
    • 0031846461 scopus 로고    scopus 로고
    • How to measure insulin sensitivity
    • Ferrannini E., and Mari A. How to measure insulin sensitivity. J. Hypertens. 16 7 (1998) 895-906
    • (1998) J. Hypertens. , vol.16 , Issue.7 , pp. 895-906
    • Ferrannini, E.1    Mari, A.2
  • 4
    • 0034485313 scopus 로고    scopus 로고
    • Insulin sensitivity and its measurement: structural commonalities among the methods
    • Radziuk J. Insulin sensitivity and its measurement: structural commonalities among the methods. J. Clin. Endocrinol. Metab. 85 12 (2000) 4426-4433
    • (2000) J. Clin. Endocrinol. Metab. , vol.85 , Issue.12 , pp. 4426-4433
    • Radziuk, J.1
  • 5
    • 0024600102 scopus 로고
    • Estimates of in vivo insulin action in man: comparison of insulin tolerance tests with euglycemic and hyperglycemic glucose clamp studies
    • Bonora E., Moghetti P., Zancanaro C., Cigolini M., Querena M., Cacciatori V., Corgnati A., and Muggeo M. Estimates of in vivo insulin action in man: comparison of insulin tolerance tests with euglycemic and hyperglycemic glucose clamp studies. J. Clin. Endocrinol. Metab. 68 2 (1989) 374-378
    • (1989) J. Clin. Endocrinol. Metab. , vol.68 , Issue.2 , pp. 374-378
    • Bonora, E.1    Moghetti, P.2    Zancanaro, C.3    Cigolini, M.4    Querena, M.5    Cacciatori, V.6    Corgnati, A.7    Muggeo, M.8
  • 7
    • 0022626715 scopus 로고
    • The insulin sensitivity index in nondiabetic man. Correlation between clamp-derived and IVGTT-derived values
    • Beard J.C., Bergman R.N., Ward W.K., and Porte D.J. The insulin sensitivity index in nondiabetic man. Correlation between clamp-derived and IVGTT-derived values. Diabetes 35 (1986) 362-369
    • (1986) Diabetes , vol.35 , pp. 362-369
    • Beard, J.C.1    Bergman, R.N.2    Ward, W.K.3    Porte, D.J.4
  • 8
    • 0023622747 scopus 로고
    • Modified protocols improve insulin sensitivity estimation using the minimal model
    • Yang Y.J., Youn J.H., and Bergman R.N. Modified protocols improve insulin sensitivity estimation using the minimal model. Am. J. Physiol. 253 6 Pt 1 (1987) E595-E602
    • (1987) Am. J. Physiol. , vol.253 , Issue.6 PART 1
    • Yang, Y.J.1    Youn, J.H.2    Bergman, R.N.3
  • 9
    • 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
  • 10
    • 0032821965 scopus 로고    scopus 로고
    • Insulin sensitivity indices obtained from oral glucose tolerance testing: comparison with the euglycemic insulin clamp
    • Matsuda M., and DeFronzo R.A. Insulin sensitivity indices obtained from oral glucose tolerance testing: comparison with the euglycemic insulin clamp. Diabetes Care 22 9 (1999) 1462-1470
    • (1999) Diabetes Care , vol.22 , Issue.9 , pp. 1462-1470
    • Matsuda, M.1    DeFronzo, R.A.2
  • 11
    • 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
  • 12
    • 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 Programs Biomed. 23 2 (1986) 113-122
    • (1986) Comput. Methods Programs Biomed. , vol.23 , Issue.2 , pp. 113-122
    • Pacini, G.1    Bergman, R.N.2
  • 13
    • 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
  • 14
    • 0021813187 scopus 로고
    • Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man
    • Matthews D.R., Hosker J.P., Rudenski A.S., Naylor B.A., Treacher D.F., and Turner R.C. Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia 28 7 (1985) 412-419
    • (1985) Diabetologia , vol.28 , Issue.7 , pp. 412-419
    • Matthews, D.R.1    Hosker, J.P.2    Rudenski, A.S.3    Naylor, B.A.4    Treacher, D.F.5    Turner, R.C.6
  • 15
    • 0034456568 scopus 로고    scopus 로고
    • Quantitative insulin sensitivity check index: a simple, accurate method for assessing insulin sensitivity in humans
    • Katz A., Nambi S.S., Mather K., Baron A.D., Follmann D.A., Sullivan G., and Quon M.J. Quantitative insulin sensitivity check index: a simple, accurate method for assessing insulin sensitivity in humans. J. Clin. Endocrinol. Metab. 85 7 (2000) 2402-2410
    • (2000) J. Clin. Endocrinol. Metab. , vol.85 , Issue.7 , pp. 2402-2410
    • Katz, A.1    Nambi, S.S.2    Mather, K.3    Baron, A.D.4    Follmann, D.A.5    Sullivan, G.6    Quon, M.J.7
  • 18
    • 2942605695 scopus 로고    scopus 로고
    • An increase in insulin sensitivity and basal beta-cell function in diabetic subjects treated with pioglitazone in a placebo-controlled randomized study
    • Wallace T.M., Levy J.C., and Matthews D.R. An increase in insulin sensitivity and basal beta-cell function in diabetic subjects treated with pioglitazone in a placebo-controlled randomized study. Diab. Med. 21 6 (2004) 568-576
    • (2004) Diab. Med. , vol.21 , Issue.6 , pp. 568-576
    • Wallace, T.M.1    Levy, J.C.2    Matthews, D.R.3
  • 19
    • 2942598368 scopus 로고    scopus 로고
    • Beta cell function and its relation to insulin action in humans: a critical appraisal
    • Ferrannini E., and Mari A. Beta cell function and its relation to insulin action in humans: a critical appraisal. Diabetologia 47 5 (2004) 943-956
    • (2004) Diabetologia , vol.47 , Issue.5 , pp. 943-956
    • Ferrannini, E.1    Mari, A.2
  • 20
    • 33244486544 scopus 로고    scopus 로고
    • ADA, Diagnosis and classification of diabetes mellitus, Diabetes Care 29 (S1) (2006) S43-8.
    • ADA, Diagnosis and classification of diabetes mellitus, Diabetes Care 29 (S1) (2006) S43-8.
  • 21
    • 0030855202 scopus 로고    scopus 로고
    • Insulin resistance is central to the burden of diabetes
    • Ferrannini E. Insulin resistance is central to the burden of diabetes. Diabetes Metab. Rev. 13 2 (1997) 81-86
    • (1997) Diabetes Metab. Rev. , vol.13 , Issue.2 , pp. 81-86
    • Ferrannini, E.1
  • 26
    • 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 Programs Biomed. 77 3 (2005) 259-270
    • (2005) Comput. Methods Programs 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
  • 31
    • 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. Diabetes Technol. Ther. 8 3 (2006) 338-346
    • (2006) Diabetes 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
  • 32
    • 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 J., and Kahn D.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, J.3    Kahn, D.S.E.4
  • 36
    • 0026504160 scopus 로고
    • Estimation of insulin secretion rates from C-peptide levels. Comparison of individual and standard kinetic parameters for C-peptide clearance
    • Van Cauter E., Mestrez F., Sturis J., and Polonsky K.S. Estimation of insulin secretion rates from C-peptide levels. Comparison of individual and standard kinetic parameters for C-peptide clearance. Diabetes 41 3 (1992) 368-377
    • (1992) Diabetes , vol.41 , Issue.3 , pp. 368-377
    • Van Cauter, E.1    Mestrez, F.2    Sturis, J.3    Polonsky, K.S.4
  • 37
    • 10744227372 scopus 로고    scopus 로고
    • Direct measurements of the permeability surface area for insulin and glucose in human skeletal muscle
    • Gudbjornsdottir S., Sjostrand M., Strindberg L., Wahren J., and Lonnroth P. Direct measurements of the permeability surface area for insulin and glucose in human skeletal muscle. J. Clin. Endocrinol. Metab. 88 10 (2003) 4559-4564
    • (2003) J. Clin. Endocrinol. Metab. , vol.88 , Issue.10 , pp. 4559-4564
    • Gudbjornsdottir, S.1    Sjostrand, M.2    Strindberg, L.3    Wahren, J.4    Lonnroth, P.5
  • 38
    • 0007541919 scopus 로고    scopus 로고
    • Measurement of interstitial insulin in human muscle
    • Sjostrand M., Holmang A., and Lonnroth P. Measurement of interstitial insulin in human muscle. Am. J. Physiol. 276 1 Pt 1 (1999) E151-E154
    • (1999) Am. J. Physiol. , vol.276 , Issue.1 PART 1
    • Sjostrand, M.1    Holmang, A.2    Lonnroth, P.3
  • 39
    • 12144260068 scopus 로고    scopus 로고
    • Delayed transcapillary delivery of insulin to muscle interstitial fluid after oral glucose load in obese subjects
    • Sjostrand M., Gudbjornsdottir S., Strindberg L., and Lonnroth P. Delayed transcapillary delivery of insulin to muscle interstitial fluid after oral glucose load in obese subjects. Diabetes 54 1 (2005) 152-157
    • (2005) Diabetes , vol.54 , Issue.1 , pp. 152-157
    • Sjostrand, M.1    Gudbjornsdottir, S.2    Strindberg, L.3    Lonnroth, P.4
  • 40
    • 38649112036 scopus 로고    scopus 로고
    • C.V. Doran, Modelling and control of hyperglycemia in critical care patients, Masters of Engineering (ME), University of Canterbury, 2004.
    • C.V. Doran, Modelling and control of hyperglycemia in critical care patients, Masters of Engineering (ME), University of Canterbury, 2004.
  • 43
    • 31344444147 scopus 로고    scopus 로고
    • Integral-based Identification of Patient Specific Parameters for a Minimal Cardiac Model
    • Hann C., Chase J., and Shaw G. Integral-based Identification of Patient Specific Parameters for a Minimal Cardiac Model. Comput. Methods Programs Biomed. 81 2 (2006) 181-192
    • (2006) Comput. Methods Programs Biomed. , vol.81 , Issue.2 , pp. 181-192
    • Hann, C.1    Chase, J.2    Shaw, G.3
  • 44
    • 0025320740 scopus 로고
    • Kinetic models for insulin disappearance from plasma in man
    • Thorsteinsson B. Kinetic models for insulin disappearance from plasma in man. Dan Med. Bull. 37 2 (1990) 143-153
    • (1990) Dan Med. Bull. , vol.37 , Issue.2 , pp. 143-153
    • Thorsteinsson, B.1
  • 46
    • 0015302857 scopus 로고
    • Transfer times across the human body
    • Waterhouse C., and Keilson J. Transfer times across the human body. Bull. Math Biophys. 34 1 (1972) 33-44
    • (1972) Bull. Math Biophys. , vol.34 , Issue.1 , pp. 33-44
    • Waterhouse, C.1    Keilson, J.2
  • 47
    • 38649115730 scopus 로고    scopus 로고
    • A. Despopoulos, S. Silbernagl, Color atlas of physiology, 5th ed., Thieme Flexibook, G. Thieme Thieme Medical Publishers, Stuttgart, New York, 2003.
    • A. Despopoulos, S. Silbernagl, Color atlas of physiology, 5th ed., Thieme Flexibook, G. Thieme Thieme Medical Publishers, Stuttgart, New York, 2003.
  • 48
    • 0023239175 scopus 로고
    • Insulin suppresses its own secretion in vivo
    • Argoud G.M., Schade D.S., and Eaton R.P. Insulin suppresses its own secretion in vivo. Diabetes 36 8 (1987) 959-962
    • (1987) Diabetes , vol.36 , Issue.8 , pp. 959-962
    • Argoud, G.M.1    Schade, D.S.2    Eaton, R.P.3
  • 49
    • 38649101624 scopus 로고    scopus 로고
    • L.S. Jefferson, A. Cherrington, The endocrine pancreas and regulation of metabolism, Handbook of Physiology-The Endocrine System, vol. 2, Oxford University Press, Oxford, 2001.
    • L.S. Jefferson, A. Cherrington, The endocrine pancreas and regulation of metabolism, Handbook of Physiology-The Endocrine System, vol. 2, Oxford University Press, Oxford, 2001.
  • 50
    • 0018956367 scopus 로고
    • Prehepatic insulin production in man: kinetic analysis using peripheral connecting peptide behavior
    • Eaton R.P., Allen R.C., Schade D.S., Erickson K.M., and Standefer J. Prehepatic insulin production in man: kinetic analysis using peripheral connecting peptide behavior. J. Clin. Endocrinol. Metab. 51 3 (1980) 520-528
    • (1980) J. Clin. Endocrinol. Metab. , vol.51 , Issue.3 , pp. 520-528
    • Eaton, R.P.1    Allen, R.C.2    Schade, D.S.3    Erickson, K.M.4    Standefer, J.5
  • 51
    • 0031852483 scopus 로고    scopus 로고
    • Assessment of insulin sensitivity and secretion with the labelled intravenous glucose tolerance test: improved modelling analysis
    • Mari A. Assessment of insulin sensitivity and secretion with the labelled intravenous glucose tolerance test: improved modelling analysis. Diabetologia 41 9 (1998) 1029-1039
    • (1998) Diabetologia , vol.41 , Issue.9 , pp. 1029-1039
    • Mari, A.1
  • 53
    • 0023136220 scopus 로고
    • The kinetics of insulin in man. II. Role of the liver
    • Ferrannini E., and Cobelli C. The kinetics of insulin in man. II. Role of the liver. Diabetes Metab. Rev. 3 2 (1987) 365-397
    • (1987) Diabetes Metab. Rev. , vol.3 , Issue.2 , pp. 365-397
    • Ferrannini, E.1    Cobelli, C.2
  • 54
    • 20044368667 scopus 로고    scopus 로고
    • Pulsatile insulin secretion dictates systemic insulin delivery by regulating hepatic insulin extraction in humans
    • Meier J.J., Veldhuis J.D., and Butler P.C. Pulsatile insulin secretion dictates systemic insulin delivery by regulating hepatic insulin extraction in humans. Diabetes 54 6 (2005) 1649-1656
    • (2005) Diabetes , vol.54 , Issue.6 , pp. 1649-1656
    • Meier, J.J.1    Veldhuis, J.D.2    Butler, P.C.3
  • 56
    • 0035113394 scopus 로고    scopus 로고
    • Drug compatibility differences with propofol injectable emulsion products
    • Trissel L.A. Drug compatibility differences with propofol injectable emulsion products. Crit. Care Med. 29 2 (2001) 466-468
    • (2001) Crit. Care Med. , vol.29 , Issue.2 , pp. 466-468
    • Trissel, L.A.1
  • 58
    • 0033018078 scopus 로고    scopus 로고
    • Glucose production during an IVGTT by deconvolution: validation with the tracer-to-tracee clamp technique
    • Vicini P., Zachwieja J.J., Yarasheski K.E., Bier D.M., Caumo A., and Cobelli C. Glucose production during an IVGTT by deconvolution: validation with the tracer-to-tracee clamp technique. Am. J. Physiol. 276 2 Pt 1 (1999) E285-E294
    • (1999) Am. J. Physiol. , vol.276 , Issue.2 PART 1
    • Vicini, P.1    Zachwieja, J.J.2    Yarasheski, K.E.3    Bier, D.M.4    Caumo, A.5    Cobelli, C.6
  • 59
  • 60
    • 38649093382 scopus 로고    scopus 로고
    • Roche, Data Sheet-Insulin Immunoassay, Elecsys 1010/2010/Modular Analytics E170, Tech. Rep. 12017547 122, Roche Diagnostics, Mannheim, Germany (2004).
    • Roche, Data Sheet-Insulin Immunoassay, Elecsys 1010/2010/Modular Analytics E170, Tech. Rep. 12017547 122, Roche Diagnostics, Mannheim, Germany (2004).
  • 61
    • 38649093688 scopus 로고    scopus 로고
    • Roche, Data Sheet-C-Peptide Immunoassay, Elecsys 1010/2010/Modular Analytics E170, Tech. Rep. 03184897 190, Roche Diagnostics, Mannheim, Germany (2005).
    • Roche, Data Sheet-C-Peptide Immunoassay, Elecsys 1010/2010/Modular Analytics E170, Tech. Rep. 03184897 190, Roche Diagnostics, Mannheim, Germany (2005).
  • 62
    • 0021950191 scopus 로고
    • Presentation of a new method for specific measurement of in vivo insulin-stimulated glucose disposal in humans: comparison of this approach with the insulin clamp and minimal model techniques
    • Donner C.C., Fraze E., Chen Y.D., Hollenbeck C.B., Foley J.E., and Reaven G.M. Presentation of a new method for specific measurement of in vivo insulin-stimulated glucose disposal in humans: comparison of this approach with the insulin clamp and minimal model techniques. J. Clin. Endocrinol. Metab. 60 4 (1985) 723-726
    • (1985) J. Clin. Endocrinol. Metab. , vol.60 , Issue.4 , pp. 723-726
    • Donner, C.C.1    Fraze, E.2    Chen, Y.D.3    Hollenbeck, C.B.4    Foley, J.E.5    Reaven, G.M.6
  • 63
    • 0028049031 scopus 로고    scopus 로고
    • M.F. Saad, R.L. Anderson, A. Laws, R.M. Watanabe, W.W. Kades, Y.D. Chen, R.E. Sands, D. Pei, P.J. Savage, R.N. Bergman, A comparison between the minimal model and the glucose clamp in the assessment of insulin sensitivity across the spectrum of glucose tolerance, Diabetes 43 (1994) 1114-21.
    • M.F. Saad, R.L. Anderson, A. Laws, R.M. Watanabe, W.W. Kades, Y.D. Chen, R.E. Sands, D. Pei, P.J. Savage, R.N. Bergman, A comparison between the minimal model and the glucose clamp in the assessment of insulin sensitivity across the spectrum of glucose tolerance, Diabetes 43 (1994) 1114-21.
  • 64
    • 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
  • 66
    • 0033428863 scopus 로고    scopus 로고
    • Insulin assays and reference values
    • Chevenne D., Trivin F., and Porquet D. Insulin assays and reference values. Diabetes Metab. 25 6 (1999) 459-476
    • (1999) Diabetes Metab. , vol.25 , Issue.6 , pp. 459-476
    • Chevenne, D.1    Trivin, F.2    Porquet, D.3


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