Factors related to changes in CD4+ T-cell counts over time in patients living with HIV/AIDS: a multilevel analysis

PLoS One. 2014 Feb 5;9(2):e84276. doi: 10.1371/journal.pone.0084276. eCollection 2014.

Abstract

Background: The measurement of CD4+ T-cell (CD4) counts is a strong predictor of progression to AIDS and a means of monitoring antiviral therapy (ART). The success or failure of controlling virus levels in untreated patients or those taking ART may be associated with treatment adherence, habits, correlated infections unrelated to HIV, cancer, immunosuppressive drugs; as well as socio-economic and psychosocial aspects and access to healthcare. The aim of the present study was to identify, using a multilevel model, the factors related to the variations of CD4 counts over time, in patients living with HIV.

Methodology: A cohort study was conducted with patients living with HIV, selected from July 2007 to December 2010. Patients were monitored from records of their first CD4 count after being diagnosed with HIV. A multilevel model with 3 levels of aggregation was applied to analyze the associations of predictor variables and the behavior of CD4 over time.

Principal findings: A total of 1870 patients were enrolled. The mean number of CD4 at the beginning of the cohort was 393.1 cells/mm³, and there was a mean increase of 1.529 cells/mm³ per month. Patient's age, smoking, use of illicit drugs, hospital treatment, changing doctors and the use of ART, were factors that affected the kinetics of the CD4 count during the follow-up period.

Conclusion/significance: The results of this study indicated increased levels of CD4 over time in a cohort of patients living with HIV/AIDS and identified factors that may influence this increase and are liable to intervention.

Publication types

  • Clinical Trial
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Acquired Immunodeficiency Syndrome / blood*
  • Acquired Immunodeficiency Syndrome / drug therapy*
  • Acquired Immunodeficiency Syndrome / immunology*
  • Adolescent
  • Adult
  • Aged
  • CD4 Lymphocyte Count
  • CD4-Positive T-Lymphocytes*
  • Female
  • Follow-Up Studies
  • Humans
  • Male
  • Middle Aged
  • Monitoring, Physiologic*

Grants and funding

This study received support from the Ministério da Saúde/Programa DST/AIDS/UNESCO (CSV 182/06 - Projeto “Investigação prospectiva sobre lipodistrofia e alterações metabólicas como efeito adverso da terapia anti-retroviral em adultos, adolescentes e crianças com HIV/AIDS no estado de Pernambuco com avaliação não invasiva de dano vascular e estudo de polimorfismo genético associado à resistência à insulina”). The authors received partial support from the Conselho Nacional de Desenvolvimento Científico e Tecnológico – CNPq (scholarship 310911/2009-5 to HRL, scholarship 301779/2009-0 to MFPM and 300917/2006-6 to RAAX). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.