Mechanistic basis of post-treatment control of SIV after anti-α4β7 antibody therapy.
Chad R WellsYoufang CaoDavid P DurhamSiddappa N ByrareddyAftab A AnsariNancy H RuddleJeffrey P TownsendAlison P GalvaniAlan S PerelsonPublished in: PLoS computational biology (2021)
Treating macaques with an anti-α4β7 antibody under the umbrella of combination antiretroviral therapy (cART) during early SIV infection can lead to viral remission, with viral loads maintained at < 50 SIV RNA copies/ml after removal of all treatment in a subset of animals. Depletion of CD8+ lymphocytes in controllers resulted in transient recrudescence of viremia, suggesting that the combination of cART and anti-α4β7 antibody treatment led to a state where ongoing immune responses kept the virus undetectable in the absence of treatment. A previous mathematical model of HIV infection and cART incorporates immune effector cell responses and exhibits the property of two different viral load set-points. While the lower set-point could correspond to the attainment of long-term viral remission, attaining the higher set-point may be the result of viral rebound. Here we expand that model to include possible mechanisms of action of an anti-α4β7 antibody operating in these treated animals. We show that the model can fit the longitudinal viral load data from both IgG control and anti-α4β7 antibody treated macaques, suggesting explanations for the viral control associated with cART and an anti-α4β7 antibody treatment. This effective perturbation to the virus-host interaction can also explain observations in other nonhuman primate experiments in which cART and immunotherapy have led to post-treatment control or resetting of the viral load set-point. Interestingly, because the viral kinetics in the various treated animals differed-some animals exhibited large fluctuations in viral load after cART cessation-the model suggests that anti-α4β7 treatment could act by different primary mechanisms in different animals and still lead to post-treatment viral control. This outcome is nonetheless in accordance with a model with two stable viral load set-points, in which therapy can perturb the system from one set-point to a lower one through different biological mechanisms.
Keyphrases
- sars cov
- stem cells
- systematic review
- immune response
- randomized controlled trial
- antiretroviral therapy
- replacement therapy
- human immunodeficiency virus
- hepatitis c virus
- dendritic cells
- rheumatoid arthritis
- single cell
- mesenchymal stem cells
- smoking cessation
- cross sectional
- blood brain barrier
- electronic health record
- nk cells
- hiv positive