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Volumn 298, Issue 5, 2010, Pages

IVGTT glucose minimal model covariate selection by nonlinear mixed-effects approach

Author keywords

Glucose metabolism; Insulin sensitivity; Nonlinear mixed effects modeling; NONMEM; Population modeling

Indexed keywords

ADULT; AGE DISTRIBUTION; AGED; ARTICLE; BODY FAT DISTRIBUTION; BODY HEIGHT; BODY WEIGHT; DEMOGRAPHY; FEMALE; GLUCOSE BLOOD LEVEL; HUMAN; HUMAN EXPERIMENT; INSULIN SENSITIVITY; INSULINEMIA; INTRAABDOMINAL FAT; INTRAVENOUS GLUCOSE TOLERANCE TEST; MALE; NORMAL HUMAN; PHYSIOLOGY; PRIORITY JOURNAL; SEX DIFFERENCE;

EID: 77950796542     PISSN: 01931849     EISSN: 15221555     Source Type: Journal    
DOI: 10.1152/ajpendo.00656.2009     Document Type: Article
Times cited : (20)

References (36)
  • 1
    • 0242460504 scopus 로고    scopus 로고
    • Bayesian hierarchical approach to estimate insulin sensitivity by minimal model
    • DOI 10.1042/CS20030117
    • Agbaje OF, Luzio SD, Albarrak AI, Lunn DJ, Owens DR, Hovorka R. Bayesian hierarchical approach to estimate insulin sensitivity by minimal model. Clin Sci (London) 105: 551-560, 2003. (Pubitemid 37421649)
    • (2003) Clinical Science , vol.105 , Issue.5 , pp. 551-560
    • Agbaje, O.F.1    Luzio, S.D.2    Albarrak, A.I.S.3    Lunn, D.J.4    Owens, D.R.5    Hovorka, R.6
  • 3
    • 0038353641 scopus 로고    scopus 로고
    • Mechanisms of the age-associated deterioration in glucose tolerance: Contribution of alterations in insulin secretion, action, and clearance
    • Basu R, Breda E, Oberg AL, Powell CC, Dalla Man C, Basu A, Vittone JL, Klee GG, Arora P, Jensen MD, Toffolo G, Cobelli C, Rizza RA. Mechanisms of the age-associated deterioration in glucose tolerance: contribution of alterations in insulin secretion, action, and clearance. Diabetes 52: 1738-1748, 2003. (Pubitemid 36792465)
    • (2003) Diabetes , vol.52 , Issue.7 , pp. 1738-1748
    • Basu, A.1    Vittone, J.L.2    Klee, G.G.3    Arora, P.4    Jensen, M.D.5    Toffolo, G.6    Cobelli, C.7    Rizza, R.A.8
  • 4
    • 33747080842 scopus 로고    scopus 로고
    • Effects of age and sex on postprandial glucose metabolism differences in glucose turnover, insulin secretion, insulin action, and hepatic insulin extraction
    • DOI 10.2337/db05-1692
    • Basu R, Dalla Man C, Campioni M, Basu A, Klee G, Toffolo G, Cobelli C, Rizza RA. Effects of age and sex on postprandial glucose metabolism: differences in glucose turnover, insulin secretion, insulin action, and hepatic insulin extraction. Diabetes 55: 2001-2014, 2006. (Pubitemid 44509973)
    • (2006) Diabetes , vol.55 , Issue.7 , pp. 2001-2014
    • Basu, R.1    Man, C.D.2    Campioni, M.3    Basu, A.4    Klee, G.5    Toffolo, G.6    Cobelli, C.7    Rizza, R.A.8
  • 8
    • 0019810028 scopus 로고
    • Physiologic evaluation of factors controlling glucose tolerance in man. Measurement of insulin sensitivity and beta-cell glucose sensitivity from the response to intravenous glucose
    • Bergman RN, Phillips LS, Cobelli C. Physiologic evaluation of factors controlling glucose tolerance in man: measurement of insulin sensitivity and beta-cell glucose sensitivity from the response to intravenous glucose. J Clin Invest 68: 1456-1467, 1981. (Pubitemid 12194400)
    • (1981) Journal of Clinical Investigation , vol.68 , Issue.6 , pp. 1456-1467
    • Bergman, R.N.1    Phillips, L.S.2    Cobelli, C.3
  • 9
    • 0032949248 scopus 로고    scopus 로고
    • The effect of collinearity on parameter estimates in nonlinear mixed effect models
    • Bonate PL. The effect of collinearity on parameter estimates in nonlinear mixed effect models. Pharmaceut Res 16: 709-717, 1999.
    • (1999) Pharmaceut Res , vol.16 , pp. 709-717
    • Bonate, P.L.1
  • 10
    • 0029891448 scopus 로고    scopus 로고
    • Is the minimal model too minimal?
    • DOI 10.1007/s001250050544
    • Caumo A, Vicini P, Cobelli C. Is the minimal model too minimal? Diabetologia 39: 997-1000, 1996. (Pubitemid 26249122)
    • (1996) Diabetologia , vol.39 , Issue.8 , pp. 997-1000
    • Caumo, A.1    Vicini, P.2    Cobelli, C.3
  • 12
    • 0029852153 scopus 로고    scopus 로고
    • NONMEM improves group parameter estimation for the minimal model of glucose kinetics
    • De Gaetano A, Mingrone G, Castageneto M. NONMEM improves group parameter estimation for the minimal model of glucose kinetics. Am J Physiol Endocrinol Metab 271: E932-E937, 1996.
    • (1996) Am J Physiol Endocrinol Metab , vol.271
    • De Gaetano, A.1    Mingrone, G.2    Castageneto, M.3
  • 13
    • 69549084977 scopus 로고    scopus 로고
    • Nonlinear mixed effects to improve glucose minimal model parameter estimation: A simulation study in intensive and sparse sampling
    • doi: 10.1109/TBME.2009.2020171.
    • Denti P, Bertoldo A, Vicini P, Cobelli C. Nonlinear mixed effects to improve glucose minimal model parameter estimation: a simulation study in intensive and sparse sampling. IEEE Trans Biomed Eng (2009). doi: 10.1109/TBME.2009.2020171.
    • (2009) IEEE Trans Biomed Eng
    • Denti, P.1    Bertoldo, A.2    Vicini, P.3    Cobelli, C.4
  • 14
    • 0001077032 scopus 로고
    • Nonparametric estimates of standard error-the jackknife, the bootstrap and other methods
    • Efron B. Nonparametric estimates of standard error-the jackknife, the bootstrap and other methods. Biometrika 68: 589-599, 1981.
    • (1981) Biometrika , vol.68 , pp. 589-599
    • Efron, B.1
  • 15
    • 4544340510 scopus 로고    scopus 로고
    • Population and individual minimal modeling of the frequently sampled insulinmodified intravenous glucose tolerance test
    • Erichsen L, Agbaje OF, Luzio SD, Owens DR, Hovorka R. Population and individual minimal modeling of the frequently sampled insulinmodified intravenous glucose tolerance test. Metab Clin Exper 53: 1349-1354, 2004.
    • (2004) Metab Clin Exper , vol.53 , pp. 1349-1354
    • Erichsen, L.1    Agbaje, O.F.2    Luzio, S.D.3    Owens, D.R.4    Hovorka, R.5
  • 16
    • 0025300177 scopus 로고
    • A modified protocol for estimation of insulin sensitivity with the minimal model of glucose kinetics in patients with insulin-dependent diabetes
    • Finegood DT, Hramiak IM, Dupre J. A modified protocol for estimation of insulin sensitivity with the minimal model of glucose kinetics in patients with insulin-dependent diabetes. J Clin Endocrinol Metab 70: 1538-11449, 1990.
    • (1990) J Clin Endocrinol Metab , vol.70 , pp. 1538-11449
    • Finegood, D.T.1    Hramiak, I.M.2    Dupre, J.3
  • 18
    • 33745845476 scopus 로고    scopus 로고
    • Evaluation of nonlinear regression approaches to estimation of insulin sensitivity by the minimal model with reference to Bayesian hierarchical analysis
    • DOI 10.1152/ajpendo.00328.2004
    • Godsland IF, Agbaje OF, Hovorka R. Evaluation of nonlinear regression approaches to estimation of insulin sensitivity by the minimal model with reference to Bayesian hierarchical analysis. Am J Physiol Endocrinol Metab 291: E167-E174, 2006. (Pubitemid 44035322)
    • (2006) American Journal of Physiology - Endocrinology and Metabolism , vol.291 , Issue.1
    • Godsland, I.F.1    Agbaje, O.F.2    Hovorka, R.3
  • 19
    • 43949106206 scopus 로고    scopus 로고
    • The visual predictive check superiority to standard diagnostic (Rorschach) plots
    • ISSN 1871-6032 Abstr738
    • Holford NG. The visual predictive check superiority to standard diagnostic (Rorschach) plots. Abstracts of the Annual Meeting of the Population Approach Group in Europe. ISSN 1871-6032 PAGE 14, 2005, Abstr738, http://www.page-meeting.org/?abstract=738.
    • (2005) Abstracts of the Annual Meeting of the Population Approach Group in Europe. , pp. 14
    • Holford, N.G.1
  • 20
    • 0028794829 scopus 로고
    • Measurement of abdominal and visceral fat with computed tomography and dual-energy x-ray absorptiometry
    • Jensen MD, Kanaley JA, Reed JE, Sheedy PF. Measurement of abdominal and visceral fat with computed tomography and dual-energy x-ray absorptiometry. Am J Clin Nutr 61: 274-278, 1995.
    • (1995) Am J Clin Nutr , vol.61 , pp. 274-278
    • Jensen, M.D.1    Kanaley, J.A.2    Reed, J.E.3    Sheedy, P.F.4
  • 21
    • 0002322365 scopus 로고    scopus 로고
    • Xpose - An S-PLUS based population pharmacokinetic/pharmacodynamic model building aid for NONMEM
    • Jonsson EN, Karlsson MO. Xpose - an S-PLUS based population pharmacokinetic/pharmacodynamic model building aid for NONMEM. Computer Methods Programs Biomed 58: 51-64, 1999.
    • (1999) Computer Methods Programs Biomed , vol.58 , pp. 51-64
    • Jonsson, E.N.1    Karlsson, M.O.2
  • 23
    • 33749261778 scopus 로고    scopus 로고
    • Population approaches to estimate minimal model indexes of insulin sensitivity and glucose effectiveness using full and reduced sampling schedules
    • DOI 10.1152/ajpendo.00346.2005
    • Krudys KM, Kahn SE, Vicini P. Population approaches to estimate minimal model indexes of insulin sensitivity and glucose effectiveness using full and reduced sampling schedules. Am J Physiol Endocrinol Metab 291: E716-E723, 2006. (Pubitemid 44484912)
    • (2006) American Journal of Physiology - Endocrinology and Metabolism , vol.291 , Issue.4
    • Krudys, K.M.1    Kahn, S.E.2    Vicini, P.3
  • 24
    • 23944435458 scopus 로고    scopus 로고
    • PsN-Toolkit - A collection of computer intensive statistical methods for non-linear mixed effect modeling using NONMEM
    • DOI 10.1016/j.cmpb.2005.04.005, PII S016926070500101X
    • Lindbom L, Pihlgren P, Jonsson EN. PsN-Toolkit - a collection of computer intensive statistical methods for non-linear mixed effect modeling using NONMEM. Computer Methods Programs Biomed 79: 241-257, 2005. (Pubitemid 41196689)
    • (2005) Computer Methods and Programs in Biomedicine , vol.79 , Issue.3 , pp. 241-257
    • Lindbom, L.1    Pihlgren, P.2    Jonsson, N.3
  • 25
    • 2942744625 scopus 로고    scopus 로고
    • Perl-speaks-NONMEM (PsN) - A Perl module for NONMEM related programming
    • DOI 10.1016/j.cmpb.2003.11.003, PII S0169260703001421
    • Lindbom L, Ribbing J, Jonsson EN. Perl-speaks-NONMEM (PsN) - a Perl module for NONMEM related programming. Computer Methods Programs Biomed 75: 85-94, 2004. (Pubitemid 38798039)
    • (2004) Computer Methods and Programs in Biomedicine , vol.75 , Issue.2 , pp. 85-94
    • Lindbom, L.1    Ribbing, J.2    Jonsson, E.N.3
  • 26
    • 77950835847 scopus 로고    scopus 로고
    • v. 2.9 [Online]
    • Lumley T. Leaps Package for R, v. 2.9 [Online]. http://cran.r-project. org/web/packages/leaps/index.html
    • Leaps Package for R
    • Lumley, T.1
  • 28
    • 33748324384 scopus 로고    scopus 로고
    • R Development Core Team. v. 2.8 [Online]. R Foundation for Statistical Computing
    • R Development Core Team. R: A Language and Environment for Statistical Computing, v. 2.8 [Online]. R Foundation for Statistical Computing. 2008. http://www.r-project.org/
    • (2008) R: A Language and Environment for Statistical Computing
  • 29
    • 0021277886 scopus 로고
    • Alternative approaches to estimation of population pharmacokinetic parameters: Comparison with the nonlinear mixed-effect model
    • Steimer JL, Mallet A, Golmard JL, Boisvieux JF. Alternative approaches to estimation of population pharmacokinetic parameters: comparison with the nonlinear mixed-effect model. Drug Metab Rev 15: 265-292, 1984.
    • (1984) Drug Metab Rev , vol.15 , pp. 265-292
    • Steimer, J.L.1    Mallet, A.2    Golmard, J.L.3    Boisvieux, J.F.4
  • 30
    • 77950800869 scopus 로고    scopus 로고
    • The Team RFPK
    • Online. Univ. of Washington
    • The Team RFPK. System for Population Kinetics (SPK). [Online]. Univ. of Washington, 2008. http://spk.rfpk.washington.
    • (2008) System for Population Kinetics (SPK).
  • 31
    • 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, Cobelli C. Glucose effectiveness and insulin sensitivity from the minimal models: consequences of undermodeling assessed by Monte Carlo simulation. IEEE Trans Biomed Eng 46: 130-137, 1999.
    • (1999) IEEE Trans Biomed Eng , vol.46 , pp. 130-137
    • Vicini, P.1    Caumo, A.2    Cobelli, C.3
  • 32
    • 0035008172 scopus 로고    scopus 로고
    • The iterative two-stage population approach to IVGTT minimal modeling: Improved precision with reduced sampling. Intravenous glucose tolerance test
    • Vicini P, Cobelli C. The iterative two-stage population approach to IVGTT minimal modeling: improved precision with reduced sampling. Intravenous glucose tolerance test. Am J Physiol Endocrinol Metab 280: E179-E186, 2001.
    • (2001) Am J Physiol Endocrinol Metab , vol.280
    • Vicini, P.1    Cobelli, C.2
  • 33
  • 34
    • 19344376876 scopus 로고    scopus 로고
    • NONMEMory: A run management tool for NONMEM
    • Wilkins JJ. NONMEMory: a run management tool for NONMEM. Computer Methods Programs Biomed 78: 259-267, 2005.
    • (2005) Computer Methods Programs Biomed , vol.78 , pp. 259-267
    • Wilkins, J.J.1
  • 35
    • 0034954242 scopus 로고    scopus 로고
    • Assessment of actual significance levels for covariate effects in NONMEM
    • Wählby U, Jonsson EN, Karlsson MO. Assessment of actual significance levels for covariate effects in NONMEM. J Pharmacokinet Pharmacodynam 28: 231-252, 2001.
    • (2001) J Pharmacokinet Pharmacodynam , vol.28 , pp. 231-252
    • Wählby, U.1    Jonsson, E.N.2    Karlsson, M.O.3
  • 36
    • 52449117247 scopus 로고    scopus 로고
    • Comparison of stepwise covariate model building strategies in population pharmacokinetic-pharmacodynamic analysis
    • Wählby U, Jonsson EN, Karlsson MO. Comparison of stepwise covariate model building strategies in population pharmacokinetic-pharmacodynamic analysis. AAPS Pharm Sci 4: E27, 2002.
    • (2002) AAPS Pharm Sci , vol.4
    • Wählby, U.1    Jonsson, E.N.2    Karlsson, M.O.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.