A Bayesian approach to parameter estimation in HIV dynamical models

Statistics in Medicine

Volumn 21, Issue 15, 2002, Pages 2199-2214

  Putter, H ^a   Heisterkamp, S H ^b   Lange, J M A ^c   De Wolf, F ^c  

^a LEIDEN UNIVERSITY MEDICAL CENTER   (Netherlands)

^b NATIONAL INSTITUTE FOR PUBLIC HEALTH AND THE ENVIRONMENT   (Netherlands)

^c UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

HIV; Mathematical model; MCMC; Non linear mixed effects

Indexed keywords

ANTIRETROVIRUS AGENT; PROTEINASE INHIBITOR; RNA DIRECTED DNA POLYMERASE INHIBITOR;

ARTICLE; BAYES THEOREM; CONTROLLED STUDY; HUMAN; HUMAN IMMUNODEFICIENCY VIRUS INFECTION; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; MEDICAL RESEARCH; NONLINEAR SYSTEM; STATISTICAL ANALYSIS; STATISTICAL DISTRIBUTION;

BAYES THEOREM; CD4-POSITIVE T-LYMPHOCYTES; COMPUTER SIMULATION; HIV INFECTIONS; HIV-1; HUMANS; MARKOV CHAINS; MODELS, BIOLOGICAL; MONTE CARLO METHOD; RNA, VIRAL;

EID: 0037102904     PISSN: 02776715     EISSN: None     Source Type: Journal    
DOI: 10.1002/sim.1211     Document Type: Article

References (25)

1. Rapid turnover of plasma virions and CD4 lymphocytes in HIV-1 infection
2. Viral dynamics in human immunodeficiency virus type 1 infection
3. Slower decline of HIV following highly suppressive antiretroviral therapy of primary infection as compared to chronic infection
4. Estimation of HIV dynamic parameters
5. Approximations to the log-likelihood function in the nonlinear mixed-effects model
6. Adaptive rejection Metropolis sampling within Gibbs sampling
7. Population dynamics of HIV within an individual after treatment with zidovudine
8. HIV-1 dynamics: Results confirmed
9. Anti-viral drug treatment: Dynamics of resistance in free virus and infected cell populations
10. Increased plasma human immunodeficiency virus type 1 burden following antigenic challenge with pneumococcal vaccine
11. Increase in plasma viral load after oral cholera immunization of HIV-infected subjects
12. A comparison study of models and fitting procedures for biphasic viral dynamics in HIV-1 infected patients treated with antiviral therapy
13. Alternative multidrug regimen provides improved suppression of HIV-1 replication over triple therapy
14. Infectious Diseases of Humans
15. Decay characteristics of HIV-1-infected compartments during combination therapy
16. Virological failure among patients on HAART from across Europe: Results from the EuroSIDA study
17. Antigen-driven CD4+ T cell and HIV-1 dynamics: Residual viral replication under highly active antiretroviral therapy
18. Lifespan of human lymphocyte subsets defined by CD45 isoforms
19. Viral phenotype and immune response in primary human immunodeficiency virus type 1 infection
20. Massive covert infection of helper T lymphocytes and macrophages by HIV during the incubation period of AIDS
21. Markov Chain Monte Carlo in Practice
22. Coda convergence diagnosis and output analysis software for Gibbs sampler output
23. Inference from iterative simulation using multiple sequences
24. How many iterations in the Gibbs sample?
25. Latent infection of CD4+ T cells provides a mechanism for lifelong persistence of HIV-1, even in patients on effective combination therapy