Impact of variability in adherence to HIV antiretroviral therapy on the immunovirological response and mortality

被引:31
作者
Boussari, Olayide [1 ,2 ,3 ,4 ,5 ]
Subtil, Fabien [2 ,3 ,4 ,5 ]
Genolini, Christophe [6 ,7 ]
Bastard, Mathieu [8 ]
Iwaz, Jean [2 ,3 ,4 ,5 ]
Fonton, Noel [1 ]
Etard, Jean-Francois [9 ]
Ecochard, Rene [2 ,3 ,4 ,5 ]
机构
[1] Univ Abomey Calavi, Lab Etud & Rech Stat Appl & Modelisat, Abomey Calavi, Benin
[2] Hosp Civils Lyon, Serv Biostat, F-69003 Lyon, France
[3] Univ Lyon, F-69000 Lyon, France
[4] Univ Lyon 1, F-69100 Villeurbanne, France
[5] CNRS, UMR5558, Lab Biometrie & Biol Evolut, Equipe Biostat Sante, F-69100 Villeurbanne, France
[6] INSERM, UMR 1027, Res Unit Perinatal Epidemiol & Childhood Disabil, F-31062 Toulouse, France
[7] Univ Paris Ouest Nanterre La Def, UFR STAPS, CeRSM EA 2931, F-92001 Nanterre, France
[8] Epictr, F-75012 Paris, France
[9] Univ Montpellier I, Inst Rech Dev, UMI TransVIHMI 233, F-34394 Montpellier, France
关键词
Latent trajectory modeling; Classification; Patient adherence; Highly active antiretroviral therapy; REPORTED ADHERENCE; SURVIVAL; HAART; OUTCOMES; COHORT; DEATH; AIDS;
D O I
10.1186/1471-2288-15-10
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background: Several previous studies have shown relationships between adherence to HIV antiretroviral therapy (ART) and the viral load, the CD4 cell count, or mortality. However, the impact of variability in adherence to ART on the immunovirological response does not seem to have been investigated yet. Methods: Monthly adherence data (November 1999 to April 2009) from 317 HIV-1 infected patients enrolled in the Senegalese ART initiative were analyzed. Latent-class trajectory models were used to build typical trajectories for the average adherence and the standardized variance of adherence. The relationship between the standardized variance of adherence and each of the change in CD4 cell count, the change in viral load, and mortality were investigated using, respectively, a mixed linear regression, a mixed logistic regression, and a Cox model with time-dependent covariates. All the models were adjusted on the average adherence. Results: Three latent trajectories for the average adherence and three for the standardized variance of adherence were identified. The increase in CD4 cell count and the increase in the percentage of undetectable viral loads were negatively associated with the standardized variance of adherence but positively associated with the average adherence. The risk of death decreased significantly with the increase in the average adherence but increased significantly with the increase of the standardized variance of adherence. Conclusions: The impacts of the level and the variability of adherence on the immunovirological response and survival justify the inclusion of these aspects into the process of patient education: adherence should be both high and constant.
引用
收藏
页数:8
相关论文
共 27 条
  • [1] Good adherence to HAART and improved survival in a community HIV/AIDS treatment and care programme: the experience of The AIDS Support Organization (TASO), Kampala, Uganda
    Abaasa, Andrew M.
    Todd, Jim
    Ekoru, Kenneth
    Kalyango, Joan N.
    Levin, Jonathan
    Odeke, Emmanuel
    Karamagi, Charles A. S.
    [J]. BMC HEALTH SERVICES RESEARCH, 2008, 8 (1)
  • [2] PRACTICAL PROBLEMS IN FITTING A PROPORTIONAL HAZARDS MODEL TO DATA WITH UPDATED MEASUREMENTS OF THE COVARIATES
    ALTMAN, DG
    DESTAVOLA, BL
    [J]. STATISTICS IN MEDICINE, 1994, 13 (04) : 301 - 341
  • [3] [Anonymous], 2002, SEL ESS MED PERSP WH
  • [4] [Anonymous], 2004, Generalized latent variable modeling: Multilevel, longitudinal, and structural equation models
  • [5] Non-adherence to highly active antiretroviral therapy predicts progression to AIDS
    Bangsberg, DR
    Perry, S
    Charlebois, ED
    Clark, RA
    Roberston, M
    Zolopa, AR
    Moss, A
    [J]. AIDS, 2001, 15 (09) : 1181 - 1183
  • [6] Revisiting Long-Term Adherence to Highly Active Antiretroviral Therapy in Senegal Using Latent Class Analysis
    Bastard, Mathieu
    Fall, Mame Basty Koita
    Laniece, Isabelle
    Taverne, Bernard
    Desclaux, Alice
    Ecochard, Rene
    Sow, Papa Salif
    Delaporte, Eric
    Etard, Jean-Francois
    [J]. JAIDS-JOURNAL OF ACQUIRED IMMUNE DEFICIENCY SYNDROMES, 2011, 57 (01) : 55 - 61
  • [7] Braitstein P, 2006, LANCET, V367, P817, DOI 10.1016/S0140-6736(06)68337-2
  • [8] COSTAGLIOLA D, 2001, OBSERVANCE TRAITEMEN, P33
  • [9] Cox DR, 1972, J R STAT SOC B, V63, P269
  • [10] COVARIANCE ANALYSIS OF HEART-TRANSPLANT SURVIVAL DATA
    CROWLEY, J
    HU, M
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1977, 72 (357) : 27 - 36