ArticlePLoS computational biology2009
Modeling latently infected cell activation: viral and latent reservoir persistence, and viral blips in HIV-infected patients on potent therapy.
Article in PLoS computational biology, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 98 papers.
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Who cites it
98 citing papers in PubMed.
- Provirus activation plus CD59 blockage triggers antibody-dependent complement-mediated lysis of latently HIV-1-infected cells.Journal of immunology (Baltimore, Md. : 1950) · 2014Trial
- Trial
- Stochastic threshold dynamics of an HIV model with latent cell activation under mean-reverting environmental noise.Infectious Disease Modelling · 2027Article
- Divergent Fates of Kidney-Resident Polyomaviruses: Stable Shedding Versus Near-Silent Persistence.Viruses · 2026Article
- Divergent Fates of Kidney-Resident Polyomaviruses: Stable Shedding Versus Near-Silent Persistence.bioRxiv : the preprint server for biology · 2026Article
- New Data and Next Steps for Clarifying How the Timing of Antiretroviral Therapy Initiation Influences Viral Blips and HIV Reservoir Size.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025Article
- Mild HIV-specific selective forces overlaying natural CD4+ T cell dynamics explain the clonality and decay dynamics of HIV reservoir cells.Cell systems · 2025Article
- Dynamical modeling and data analysis of HIV infection with infection-age, CTLs immune response and delayed antibody immune response.Journal of mathematical biology · 2025Article
- Integrated Population Pharmacokinetic-pharmacodynamic Modeling of HIV Virus-host Infection Dynamics in Patients Undergoing Antiretroviral Monotherapy.The AAPS journal · 2025Article
- Antiretroviral Therapy Within 2 Years of HIV Acquisition Is Associated With Fewer Viral Blips: A Retrospective Analysis of More Than 20 Years of Data From the US Military HIV Natural History Study.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025Article
- Clonal heterogeneity and antigenic stimulation shape persistence of the latent reservoir of HIV.PLoS computational biology · 2025Article
- Uncovering the impact of infection routes on within-host MPXV dynamics: Insights from a mathematical modeling study.PLoS computational biology · 2025Article
- Modeling the Interplay Between Viral and Immune Dynamics in HIV: A Review and Mrgsolve Implementation and Exploration.Clinical and translational science · 2025Review
- Understanding early HIV-1 rebound dynamics following antiretroviral therapy interruption: The importance of effector cell expansion.PLoS pathogens · 2024Article
- Modeling dynamics of acute HIV infection incorporating density-dependent cell death and multiplicity of infection.PLoS computational biology · 2024Article
- How robust are estimates of key parameters in standard viral dynamic models?PLoS computational biology · 2024Article
- Review
- Inferring Human Immunodeficiency Virus 1 Proviral Integration Dates With Bayesian Inference.Molecular biology and evolution · 2023Article
- bayroot: Bayesian sampling of HIV-1 integration dates by root-to-tip regression.Virus evolution · 2023Article
- Article
38 more citing papers are in PubMed but not listed here.
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Authors and funding
2 authors.
Funding
Abstract
Although potent combination therapy is usually able to suppress plasma viral loads in HIV-1 patients to below the detection limit of conventional clinical assays, a low level of viremia frequently can be detected in plasma by more sensitive assays. Additionally, many patients experience transient episodes of viremia above the detection limit, termed viral blips, even after being on highly suppressive therapy for many years. An obstacle to viral eradication is the persistence of a latent reservoir for HIV-1 in resting memory CD4(+) T cells. The mechanisms underlying low viral load persistence, slow decay of the latent reservoir, and intermittent viral blips are not fully characterized. The quantitative contributions of residual viral replication to viral and the latent reservoir persistence remain unclear. In this paper, we probe these issues by developing a mathematical model that considers latently infected cell activation in response to stochastic antigenic stimulation. We demonstrate that programmed expansion and contraction of latently infected cells upon immune activation can generate both low-level persistent viremia and intermittent viral blips. Also, a small fraction of activated T cells revert to latency, providing a potential to replenish the latent reservoir. By this means, occasional activation of latently infected cells can explain the variable decay characteristics of the latent reservoir observed in different clinical studies. Finally, we propose a phenomenological model that includes a logistic term representing homeostatic proliferation of latently infected cells. The model is simple but can robustly generate the multiphasic viral decline seen after initiation of therapy, as well as low-level persistent viremia and intermittent HIV-1 blips. Using these models, we provide a quantitative and integrated prospective into the long-term dynamics of HIV-1 and the latent reservoir in the setting of potent antiretroviral therapy.
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