Impact of ART-induced viral suppression on the HIV epidemic in Italy.
Anti-HIV Agents
/ therapeutic use
Antiretroviral Therapy, Highly Active
Computational Biology
Computer Simulation
Databases, Factual
Epidemics
/ statistics & numerical data
HIV
/ drug effects
HIV Infections
/ drug therapy
Humans
Incidence
Italy
/ epidemiology
Mathematical Concepts
Models, Biological
RNA, Viral
/ blood
Time Factors
Viral Load
/ drug effects
Viremia
/ drug therapy
Virus Replication
/ drug effects
HIV epidemic
antiretroviral therapy
epidemic ODE model
stability of equilibrium points
viral suppression
Journal
Mathematical medicine and biology : a journal of the IMA
ISSN: 1477-8602
Titre abrégé: Math Med Biol
Pays: England
ID NLM: 101182345
Informations de publication
Date de publication:
29 05 2020
29 05 2020
Historique:
received:
24
07
2018
revised:
04
04
2019
accepted:
15
04
2019
pubmed:
5
6
2019
medline:
13
7
2021
entrez:
5
6
2019
Statut:
ppublish
Résumé
The present study aims to clarify the role of the fraction of patients under antiretroviral therapy (ART) achieving viral suppression (VS) (i.e. having plasma viral load below the detectability threshold) on the human immunodeficiency virus (HIV) epidemic in Italy. Based on the hypothesis that VS makes the virus untransmittable, we extend a previous model and we develop a time-varying ordinary differential equation model with immigration and treatment, where the naive and non-naive populations of infected are distinguished, and different compartments account for treated subjects virally suppressed and not suppressed. Moreover, naive and non-naive individuals with acquired immune deficiency syndrome (AIDS) are considered separately. Clinical data stored in the nationwide database Antiviral Response Cohort Analysis are used to reconstruct the history of the fraction of virally suppressed patients since highly active ART introduction, as well as to assess some model parameters. Other parameters are set according to the literature and the final model calibration is obtained by fitting epidemic data over the years 2003-2015. Predictions on the evolution of the HIV epidemic up to the end of 2035 are made assuming different future trends of the fraction of virally suppressed patients and different eligibility criteria for treatment. Increasing the VS fraction is found to reduce the incidence, the new cases of AIDS and the deaths from AIDS per year, especially in combination with early ART initiation. The asymptotic properties of a time-invariant formulation of the model are studied, and the existence and global asymptotic stability of a unique positive equilibrium are proved.
Identifiants
pubmed: 31162541
pii: 5510091
doi: 10.1093/imammb/dqz010
doi:
Substances chimiques
Anti-HIV Agents
0
RNA, Viral
0
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
183-211Informations de copyright
© The Author(s) 2019. Published by Oxford University Press on behalf of the Institute of Mathematics and its Applications. All rights reserved.