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  3. A mechanistic model for long-term immunological outcomes in South African HIV-infected children and adults receiving ART.
 

A mechanistic model for long-term immunological outcomes in South African HIV-infected children and adults receiving ART.

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BORIS DOI
10.48350/151990
Publisher DOI
10.7554/eLife.42390
PubMed ID
33443013
Description
Long-term effects of the growing population of HIV-treated people in Southern Africa on individuals and the public health sector at large are not yet understood. This study proposes a novel 'ratio' model that relates CD4+ T-cell counts of HIV-infected individuals to the CD4+ count reference values from healthy populations. We use mixed-effects regression to fit the model to data from 1616 children (median age 4.3 years at ART initiation) and 14,542 adults (median age 36 years at ART initiation). We found that the scaled carrying capacity, maximum CD4+ count relative to an HIV-negative individual of similar age, and baseline scaled CD4+ counts were closer to healthy values in children than in adults. Post-ART initiation, CD4+ growth rate was inversely correlated with baseline CD4+ T-cell counts, and consequently higher in adults than children. Our results highlight the impacts of age on dynamics of the immune system of healthy and HIV-infected individuals.
Date of Publication
2021-01-14
Publication Type
Article
Subject(s)
600 - Technology::610 - Medicine & health
300 - Social sciences, sociology & anthropology::360 - Social problems & social services
Keyword(s)
CD4+ T-cells hiv-1 human immune system infectious disease microbiology mixed model modeling
Language(s)
en
Contributor(s)
Ujeneza, Eva Liliane
Ndifon, Wilfred
Sawry, Shobna
Fatti, Geoffrey
Riou, Julien
Institut für Sozial- und Präventivmedizin (ISPM)
Davies, Mary-Ann
Nieuwoudt, Martin
Additional Credits
Institut für Sozial- und Präventivmedizin (ISPM)
Series
eLife
Publisher
eLife Sciences Publications
ISSN
2050-084X
Access(Rights)
open.access
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