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Conflicting Selection Pressures Will Constrain Viral Escape from Interfering Particles: Principles for Designing Resistance-Proof Antivirals.

TitleConflicting Selection Pressures Will Constrain Viral Escape from Interfering Particles: Principles for Designing Resistance-Proof Antivirals.
Publication TypeJournal Article
Year of Publication2016
AuthorsRast, LI, IM Rouzine, Rozhnova, G, Bishop, L, Weinberger, AD, Weinberger, LS
JournalPLoS Comput Biol
Volume12
Issue5
Paginatione1004799
Date Published2016 05
ISSN1553-7358
KeywordsAnti-HIV Agents, Computational Biology, Defective Viruses, Drug Design, Drug Resistance, Viral, Evolution, Molecular, HIV, HIV Infections, Humans, Models, Biological, Mutation, Selection, Genetic, Viral Load, Virus Replication
Abstract

The rapid evolution of RNA-encoded viruses such as HIV presents a major barrier to infectious disease control using conventional pharmaceuticals and vaccines. Previously, it was proposed that defective interfering particles could be developed to indefinitely control the HIV/AIDS pandemic; in individual patients, these engineered molecular parasites were further predicted to be refractory to HIV's mutational escape (i.e., be 'resistance-proof'). However, an outstanding question has been whether these engineered interfering particles-termed Therapeutic Interfering Particles (TIPs)-would remain resistance-proof at the population-scale, where TIP-resistant HIV mutants may transmit more efficiently by reaching higher viral loads in the TIP-treated subpopulation. Here, we develop a multi-scale model to test whether TIPs will maintain indefinite control of HIV at the population-scale, as HIV ('unilaterally') evolves toward TIP resistance by limiting the production of viral proteins available for TIPs to parasitize. Model results capture the existence of two intrinsic evolutionary tradeoffs that collectively prevent the spread of TIP-resistant HIV mutants in a population. First, despite their increased transmission rates in TIP-treated sub-populations, unilateral TIP-resistant mutants are shown to have reduced transmission rates in TIP-untreated sub-populations. Second, these TIP-resistant mutants are shown to have reduced growth rates (i.e., replicative fitness) in both TIP-treated and TIP-untreated individuals. As a result of these tradeoffs, the model finds that TIP-susceptible HIV strains continually outcompete TIP-resistant HIV mutants at both patient and population scales when TIPs are engineered to express >3-fold more genomic RNA than HIV expresses. Thus, the results provide design constraints for engineering population-scale therapies that may be refractory to the acquisition of antiviral resistance.

DOI10.1371/journal.pcbi.1004799
Alternate JournalPLoS Comput. Biol.
PubMed ID27152856
PubMed Central IDPMC4859541
Grant ListDP1 DE024408 / DE / NIDCR NIH HHS / United States