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Factors Related to Changes in CD4+ T-Cell Counts over Time in Patients Living with HIV/AIDS: A Multilevel Analysis

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, cor...

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Autores principales: Montarroyos, Ulisses Ramos, Miranda-Filho, Demócrito Barros, César, Cibele Comini, Souza, Wayner Vieira, Lacerda, Heloisa Ramos, Militão Albuquerque, Maria de Fátima Pessoa, Aguiar, Mariana Freitas, Ximenes, Ricardo Arraes de Alencar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3914785/
https://www.ncbi.nlm.nih.gov/pubmed/24505247
http://dx.doi.org/10.1371/journal.pone.0084276
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author Montarroyos, Ulisses Ramos
Miranda-Filho, Demócrito Barros
César, Cibele Comini
Souza, Wayner Vieira
Lacerda, Heloisa Ramos
Militão Albuquerque, Maria de Fátima Pessoa
Aguiar, Mariana Freitas
Ximenes, Ricardo Arraes de Alencar
author_facet Montarroyos, Ulisses Ramos
Miranda-Filho, Demócrito Barros
César, Cibele Comini
Souza, Wayner Vieira
Lacerda, Heloisa Ramos
Militão Albuquerque, Maria de Fátima Pessoa
Aguiar, Mariana Freitas
Ximenes, Ricardo Arraes de Alencar
author_sort Montarroyos, Ulisses Ramos
collection PubMed
description 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/mm(3), and there was a mean increase of 1.529 cells/mm(3) 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.
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spelling pubmed-39147852014-02-06 Factors Related to Changes in CD4+ T-Cell Counts over Time in Patients Living with HIV/AIDS: A Multilevel Analysis Montarroyos, Ulisses Ramos Miranda-Filho, Demócrito Barros César, Cibele Comini Souza, Wayner Vieira Lacerda, Heloisa Ramos Militão Albuquerque, Maria de Fátima Pessoa Aguiar, Mariana Freitas Ximenes, Ricardo Arraes de Alencar PLoS One Research Article 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/mm(3), and there was a mean increase of 1.529 cells/mm(3) 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. Public Library of Science 2014-02-05 /pmc/articles/PMC3914785/ /pubmed/24505247 http://dx.doi.org/10.1371/journal.pone.0084276 Text en © 2014 Montarroyos et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Montarroyos, Ulisses Ramos
Miranda-Filho, Demócrito Barros
César, Cibele Comini
Souza, Wayner Vieira
Lacerda, Heloisa Ramos
Militão Albuquerque, Maria de Fátima Pessoa
Aguiar, Mariana Freitas
Ximenes, Ricardo Arraes de Alencar
Factors Related to Changes in CD4+ T-Cell Counts over Time in Patients Living with HIV/AIDS: A Multilevel Analysis
title Factors Related to Changes in CD4+ T-Cell Counts over Time in Patients Living with HIV/AIDS: A Multilevel Analysis
title_full Factors Related to Changes in CD4+ T-Cell Counts over Time in Patients Living with HIV/AIDS: A Multilevel Analysis
title_fullStr Factors Related to Changes in CD4+ T-Cell Counts over Time in Patients Living with HIV/AIDS: A Multilevel Analysis
title_full_unstemmed Factors Related to Changes in CD4+ T-Cell Counts over Time in Patients Living with HIV/AIDS: A Multilevel Analysis
title_short Factors Related to Changes in CD4+ T-Cell Counts over Time in Patients Living with HIV/AIDS: A Multilevel Analysis
title_sort factors related to changes in cd4+ t-cell counts over time in patients living with hiv/aids: a multilevel analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3914785/
https://www.ncbi.nlm.nih.gov/pubmed/24505247
http://dx.doi.org/10.1371/journal.pone.0084276
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