Abstract
Antiretroviral therapy (ART) inhibits human immunodeficiency virus (HIV) replication to maintain undetectable viral loads but does not result in a cure. Due to the significant challenges of lifelong ART for many, there is a strong interest in therapeutic strategies that result in a cure. Recent clinical trials have shown that administration of broadly neutralizing antibodies (bnAbs) in the presence of some viremia can lead to ART-free viral control in some people; however, the underlying mechanisms are unclear. Our computational modeling shows that bnAbs administered in the presence of some viremia promote the evolution of autologous antibodies (aAbs) that target diverse epitopes of HIV envelope proteins. This "net" of polyclonal aAbs could lead to sustained control because viral escape from such a response would require mutations in multiple epitopes. Our results provide a common mechanistic framework underlying recent clinical observations upon bnAb/ART therapy and could inform future trials.