메뉴 건너뛰기




Volumn 184, Issue 1, 2005, Pages 275-300

Models and estimation methods for clinical HIV-1 data

Author keywords

Adherence; Bayesian; Hierarchical model; MAP; MCMC; Mixed effect

Indexed keywords

APPROXIMATION THEORY; DRUG THERAPY; ESTIMATION; IMMUNOLOGY; MARKOV PROCESSES; MATHEMATICAL MODELS; MONTE CARLO METHODS; STATISTICAL METHODS;

EID: 23344442813     PISSN: 03770427     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cam.2004.08.017     Document Type: Article
Times cited : (14)

References (44)
  • 1
    • 0016355478 scopus 로고
    • A new look at the statistical model identification problem
    • H. Akaike A new look at the statistical model identification problem IEEE Trans. Automat. Contr. 19 1974 716-723
    • (1974) IEEE Trans. Automat. Contr. , vol.19 , pp. 716-723
    • Akaike, H.1
  • 2
    • 0034027217 scopus 로고    scopus 로고
    • Adherence to protease inhibitors, HIV-1 viral load, and development of drug resistance in an indigent population
    • D.R. Bangsberg F.M. Hecht et al. Adherence to protease inhibitors, HIV-1 viral load, and development of drug resistance in an indigent population Aids 14 4 2000 357-366
    • (2000) Aids , vol.14 , Issue.4 , pp. 357-366
    • Bangsberg, D.R.1    Hecht, F.M.2
  • 4
    • 0003747347 scopus 로고    scopus 로고
    • NONMEM PROJECT GROUP, University of California San Francisco
    • S. Beal, L.B. Sheiner, NONMEM Users Guides, NONMEM PROJECT GROUP, University of California San Francisco, 1998.
    • (1998) NONMEM Users Guides
    • Beal, S.1    Sheiner, L.B.2
  • 5
    • 0031000756 scopus 로고    scopus 로고
    • Human immunodeficiency virus drug therapy and virus load
    • S. Bonhoeffer J.M. Coffin et al. Human immunodeficiency virus drug therapy and virus load J. Virol. 71 1997 3275-3278
    • (1997) J. Virol. , vol.71 , pp. 3275-3278
    • Bonhoeffer, S.1    Coffin, J.M.2
  • 6
    • 0032881429 scopus 로고    scopus 로고
    • Percentage of adherence correlates with the risk of protease inhibitor (PI) treatment failure in HIV-infected patients
    • J.L. Casado R. Sabido et al. Percentage of adherence correlates with the risk of protease inhibitor (PI) treatment failure in HIV-infected patients Antivir. Ther. 4 3 1999 157-161
    • (1999) Antivir. Ther. , vol.4 , Issue.3 , pp. 157-161
    • Casado, J.L.1    Sabido, R.2
  • 7
    • 0030913366 scopus 로고    scopus 로고
    • Quantification of latent tissue reservoirs and total body viral load in HIV-1 infection
    • T.W. Chun L. Carruth et al Quantification of latent tissue reservoirs and total body viral load in HIV-1 infection Nature 387 1997 183-188
    • (1997) Nature , vol.387 , pp. 183-188
    • Chun, T.W.1    Carruth, L.2
  • 8
    • 0031010762 scopus 로고    scopus 로고
    • Differential susceptibility of naive and memory CD4+ T cells to the cytopathic effects of infection with human immunodeficiency virus type 1 strain LAI
    • T.W. Chun K. Chadwick et al. Differential susceptibility of naive and memory CD4+ T cells to the cytopathic effects of infection with human immunodeficiency virus type 1 strain LAI J. Virol. 71 6 1997 4436-4444
    • (1997) J. Virol. , vol.71 , Issue.6 , pp. 4436-4444
    • Chun, T.W.1    Chadwick, K.2
  • 9
    • 0018472841 scopus 로고
    • Identifiability of compartmental systems and related structural properties
    • C. Cobelli A. Lepschy et al., Identifiability of compartmental systems and related structural properties Math. Biosci. 44 1979 1-18
    • (1979) Math. Biosci. , vol.44 , pp. 1-18
    • Cobelli, C.1    Lepschy, A.2
  • 12
    • 84950442333 scopus 로고    scopus 로고
    • Compliance as an explanatory variable in clinical trials
    • B. Efron, D. Feldman, Compliance as an explanatory variable in clinical trials, J. Amer. Statist. Assoc. 86, 9-17.
    • J. Amer. Statist. Assoc. , vol.86 , pp. 9-17
    • Efron, B.1    Feldman, D.2
  • 15
    • 84950453304 scopus 로고
    • Sampling-based approaches to calculating marginal densities
    • A.E. Gelfand A.F.M. Smith Sampling-based approaches to calculating marginal densities J. Amer. Statist. Assoc. 85 1990 398-409
    • (1990) J. Amer. Statist. Assoc. , vol.85 , pp. 398-409
    • Gelfand, A.E.1    Smith, A.F.M.2
  • 16
    • 0003174553 scopus 로고
    • Bayesian statistics without tears: A sampling resampling perspective
    • A.E. Gelfand A.F.M. Smith Bayesian statistics without tears: A sampling resampling perspective Amer. Statist. 46 1992 84-88
    • (1992) Amer. Statist. , vol.46 , pp. 84-88
    • Gelfand, A.E.1    Smith, A.F.M.2
  • 17
    • 0030328027 scopus 로고    scopus 로고
    • Physiological pharmacokinetic analysis using population modeling and informative prior distributions
    • A. Gelman F. Bois et al. Physiological pharmacokinetic analysis using population modeling and informative prior distributions J. Amer. Statist. Assoc. 91 1996 1400-1412
    • (1996) J. Amer. Statist. Assoc. , vol.91 , pp. 1400-1412
    • Gelman, A.1    Bois, F.2
  • 19
    • 0034655019 scopus 로고    scopus 로고
    • Predictors of self-reported adherence and plasma HIV concentrations in patients on multidrug antiretroviral regimens
    • A.L. Gifford J.E. Bormann et al. Predictors of self-reported adherence and plasma HIV concentrations in patients on multidrug antiretroviral regimens J. Acquir. Immune Defic. Syndr. 23 5 2000 386-395
    • (2000) J. Acquir. Immune Defic. Syndr. , vol.23 , Issue.5 , pp. 386-395
    • Gifford, A.L.1    Bormann, J.E.2
  • 21
    • 0030869269 scopus 로고    scopus 로고
    • Treatment with indinavir, zidovudine, and lamivudine in adults with human immunodeficiency virus infection and prior antiretroviral therapy
    • R.M. Gulick J.W. Mellors et al. Treatment with indinavir, zidovudine, and lamivudine in adults with human immunodeficiency virus infection and prior antiretroviral therapy N. Engl. J. Med. 337 11 1997 734-739
    • (1997) N. Engl. J. Med. , vol.337 , Issue.11 , pp. 734-739
    • Gulick, R.M.1    Mellors, J.W.2
  • 22
    • 0035253459 scopus 로고    scopus 로고
    • Therapy with efavirenz plus indinavir in patients with extensive prior nucleoside reverse-transcriptase inhibitor experience: A randomized, double-blind, placebo-controlled trial
    • D.W. Haas W.J. Fessel et al Therapy with efavirenz plus indinavir in patients with extensive prior nucleoside reverse-transcriptase inhibitor experience: A randomized, double-blind, placebo-controlled trial J. Infect. Dis. 183 3 2001 392-400
    • (2001) J. Infect. Dis. , vol.183 , Issue.3 , pp. 392-400
    • Haas, D.W.1    Fessel, W.J.2
  • 23
    • 84972545746 scopus 로고
    • Rational transfer function approximation
    • E.J. Hannan Rational transfer function approximation Statist. Sci. 2 1987 1029-1054
    • (1987) Statist. Sci. , vol.2 , pp. 1029-1054
    • Hannan, E.J.1
  • 24
    • 0032808202 scopus 로고    scopus 로고
    • The value of patient-reported adherence to antiretroviral therapy in predicting virologic and immunologic response
    • California Collaborative Treatment Group
    • R.H. Haubrich S.J. Little et al. The value of patient-reported adherence to antiretroviral therapy in predicting virologic and immunologic response. California Collaborative Treatment Group Aids 13 9 1999 1099-1107
    • (1999) Aids , vol.13 , Issue.9 , pp. 1099-1107
    • Haubrich, R.H.1    Little, S.J.2
  • 25
    • 0037696057 scopus 로고    scopus 로고
    • Modeling HIV dynamics and antiviral response with consideration of time-varying drug exposures, adherence and phenotypic sensitivity
    • Y. Huang S.L. Rosenkranz et al. Modeling HIV dynamics and antiviral response with consideration of time-varying drug exposures, adherence and phenotypic sensitivity Math. Biosci. 184 2 2003 165-186
    • (2003) Math. Biosci. , vol.184 , Issue.2 , pp. 165-186
    • Huang, Y.1    Rosenkranz, S.L.2
  • 26
    • 0025343801 scopus 로고
    • Parameter estimation: Local identifiability of parameters
    • J.J. Jacquez Parameter estimation: Local identifiability of parameters Amer. J. Physiol. 258 1990 E727-E736
    • (1990) Amer. J. Physiol. , vol.258
    • Jacquez, J.J.1
  • 27
    • 0022361161 scopus 로고
    • Numerical parameter identifiability and estimability: Integrating identifiability, estimability, and optimal sampling design
    • J.J. Jacquez P. Greif Numerical parameter identifiability and estimability: Integrating identifiability, estimability, and optimal sampling design Math. Biosci. 77 1985 201-227
    • (1985) Math. Biosci. , vol.77 , pp. 201-227
    • Jacquez, J.J.1    Greif, P.2
  • 28
    • 0019716881 scopus 로고
    • Bayesian approach to the analysis of nonlinear models: Implementation and evaluation
    • D. Katz S.P. Azen et al. Bayesian approach to the analysis of nonlinear models: Implementation and evaluation Biometrics 37 1981 137-142
    • (1981) Biometrics , vol.37 , pp. 137-142
    • Katz, D.1    Azen, S.P.2
  • 29
    • 23344451544 scopus 로고    scopus 로고
    • A non-linear mixed effect dynamic model incorporating compliance to treatment to describe long-term therapy outcome in HIV-patients
    • submitted
    • L. Labbe, D. Verotta, A non-linear mixed effect dynamic model incorporating compliance to treatment to describe long-term therapy outcome in HIV-patients, 2005, submitted.
    • (2005)
    • Labbe, L.1    Verotta, D.2
  • 30
    • 84950419603 scopus 로고
    • Newton-Raphson and EM algorithms for linear mixed effects models for repeated measured data
    • M.J. Lindstrom D.M. Bates Newton-Raphson and EM algorithms for linear mixed effects models for repeated measured data J. Amer. Statist. Assoc. 83 1988 1014-1022
    • (1988) J. Amer. Statist. Assoc. , vol.83 , pp. 1014-1022
    • Lindstrom, M.J.1    Bates, D.M.2
  • 31
    • 0027049043 scopus 로고
    • Building population pharmacokinetic-pharmacodynamic models
    • J.W. Mandema D. Verotta et al. Building population pharmacokinetic-pharmacodynamic models J. Pharmacokin. Biopharm 20 1992 511-528
    • (1992) J. Pharmacokin. Biopharm. , vol.20 , pp. 511-528
    • Mandema, J.W.1    Verotta, D.2
  • 32
    • 0031581661 scopus 로고    scopus 로고
    • Anti-viral drug treatment: Dynamics of resistance in free virus and infected cell population
    • M.A. Nowak S. Bonhoeffer et al. Anti-viral drug treatment: Dynamics of resistance in free virus and infected cell population J. Theor. Biol. 184 1997 203-217
    • (1997) J. Theor. Biol. , vol.184 , pp. 203-217
    • Nowak, M.A.1    Bonhoeffer, S.2
  • 33
    • 0031539334 scopus 로고    scopus 로고
    • Uncertain pharmacokinetic/pharmacodynamics systems; design estimation and control
    • K. Park D.Z. D'Argenio Uncertain pharmacokinetic/pharmacodynamics systems; design estimation and control Control Eng. Practice 5 1997 1707-1716
    • (1997) Control Eng. Practice , vol.5 , pp. 1707-1716
    • Park, K.1    D'Argenio, D.Z.2
  • 34
    • 0030952479 scopus 로고    scopus 로고
    • Decay characteristics of HIV-1-infected compartments during combination therapy
    • A.S. Perelson P. Essunger et al. Decay characteristics of HIV-1-infected compartments during combination therapy Nature 387 6629 1997 188-191
    • (1997) Nature , vol.387 , Issue.6629 , pp. 188-191
    • Perelson, A.S.1    Essunger, P.2
  • 35
    • 0029967721 scopus 로고    scopus 로고
    • HIV-1 dynamics in vivo: Virion clearance rate, infected cell life-span, and viral generation time
    • A.S. Perelson A.U. Neumann et al. HIV-1 dynamics in vivo: Virion clearance rate, infected cell life-span, and viral generation time Science 271 1996 1582-1587
    • (1996) Science , vol.271 , pp. 1582-1587
    • Perelson, A.S.1    Neumann, A.U.2
  • 36
    • 23344444048 scopus 로고    scopus 로고
    • Mixed effect models characterizing the non-linear dynamics of viral load during long-term anti-HIV-1 therapy
    • Graz Austria
    • F. Schaedeli D. Verotta Mixed effect models characterizing the non-linear dynamics of viral load during long-term anti-HIV-1 therapy Proceedings 14th International Workshop on Statistical Modeling 1999 Graz Austria
    • (1999) Proceedings 14th International Workshop on Statistical Modeling
    • Schaedeli, F.1    Verotta, D.2
  • 38
    • 84950871099 scopus 로고
    • Accurate approximations for posterior moments and marginal densities
    • L. Tierney J. Kadane Accurate approximations for posterior moments and marginal densities J. Amer. Statist. Assoc. 81 1986 82-86
    • (1986) J. Amer. Statist. Assoc. , vol.81 , pp. 82-86
    • Tierney, L.1    Kadane, J.2
  • 39
    • 0028283632 scopus 로고
    • Semiparametric models for drug interactions
    • I.F. Troconiz L.B. Sheiner et al. Semiparametric models for drug interactions J. Appl. Physiol. 76 1994 2224-2233
    • (1994) J. Appl. Physiol. , vol.76 , pp. 2224-2233
    • Troconiz, I.F.1    Sheiner, L.B.2
  • 40
    • 0032520248 scopus 로고    scopus 로고
    • Contending paradigms for the interpretation of data on patient compliance with therapeutic drug regimens
    • J. Urquhart E. De Klerk Contending paradigms for the interpretation of data on patient compliance with therapeutic drug regimens Statist. Med. 17 3 1998 251-267
    • (1998) Statist. Med. , vol.17 , Issue.3 , pp. 251-267
    • Urquhart, J.1    De Klerk, E.2
  • 41
    • 0036229527 scopus 로고    scopus 로고
    • Non-linear dynamics models characterizing long-term virological data from AIDS clinical trials
    • D. Verotta F. Schaedeli Non-linear dynamics models characterizing long-term virological data from AIDS clinical trials Math. Biosci. 176 2002 163-183
    • (2002) Math. Biosci. , vol.176 , pp. 163-183
    • Verotta, D.1    Schaedeli, F.2
  • 42
    • 0028784648 scopus 로고
    • A general conceptual model for non-steady state pharmacokinetic/pharmacodynamic data
    • D. Verotta L.B. Sheiner A general conceptual model for non-steady state pharmacokinetic/pharmacodynamic data J. Pharmacokin. Biopharm. 23 1995 1-4
    • (1995) J. Pharmacokin. Biopharm. , vol.23 , pp. 1-4
    • Verotta, D.1    Sheiner, L.B.2
  • 43
    • 0030327432 scopus 로고    scopus 로고
    • The Bayesian modeling of covariates for population pharmacokinetic models
    • J. Wakefield J. Bennett The Bayesian modeling of covariates for population pharmacokinetic models J. Amer. Statist. Assoc. 91 1996 917-927
    • (1996) J. Amer. Statist. Assoc. , vol.91 , pp. 917-927
    • Wakefield, J.1    Bennett, J.2
  • 44
    • 0029005860 scopus 로고
    • An application of Bayesian population pharmacokinetic/pharmacodynamic models to dose recommendation
    • J.C. Wakefield A. Racine-Poon An application of Bayesian population pharmacokinetic/pharmacodynamic models to dose recommendation Statist. Med. 14 1995 971-986
    • (1995) Statist. Med. , vol.14 , pp. 971-986
    • Wakefield, J.C.1    Racine-Poon, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.