Please use this identifier to cite or link to this item: https://doi.org/10.21256/zhaw-4703
Title: Investigating the consequences of interference between multiple CD8+ T cell escape mutations in early HIV infection
Authors : Garcia, Victor
Feldman, Marcus W.
Regoes, Roland R.
Published in : PLoS Computational Biology
Volume(Issue) : 12
Issue : 2
Pages : 1
Pages to: 23
Publisher / Ed. Institution : Public Library of Science
Issue Date: Feb-2016
License (according to publishing contract) : CC BY 4.0: Attribution 4.0 International
Type of review: Peer review (Publication)
Language : English
Subjects : CD8+ T-Lymphocytes; Computational biology; Epitopes, T-Lymphocyte; Molecular evolution; HIV infections; HIV-1; Humans; Immune evasion
Subject (DDC) : 571: Physiology and related subjects
Abstract: During early human immunodeficiency virus (HIV) infection multiple CD8+ T cell responses are elicited almost simultaneously. These responses exert strong selective pressures on different parts of HIV's genome, and select for mutations that escape recognition and are thus beneficial to the virus. Some studies reveal that the later these escape mutations emerge, the more slowly they go to fixation. This pattern of escape rate decrease(ERD) can arise by distinct mechanisms. In particular, in large populations with high beneficial mutation rates interference among different escape strains--an effect that can emerge in evolution with asexual reproduction and results in delayed fixation times of beneficial mutations compared to sexual reproduction--could significantly impact the escape rates of mutations. In this paper, we investigated how interference between these concurrent escape mutations affects their escape rates in systems with multiple epitopes, and whether it could be a source of the ERD pattern. To address these issues, we developed a multilocus Wright-Fisher model of HIV dynamics with selection, mutation and recombination, serving as a null-model for interference. We also derived an interference-free null model assuming initial neutral evolution before immune response elicitation. We found that interference between several equally selectively advantageous mutations can generate the observed ERD pattern. We also found that the number of loci, as well as recombination rates substantially affect ERD. These effects can be explained by the underexponential decline of escape rates over time. Lastly, we found that the observed ERD pattern in HIV infected individuals is consistent with both independent, interference-free mutations as well as interference effects. Our results confirm that interference effects should be considered when analyzing HIV escape mutations. The challenge in estimating escape rates and mutation-associated selective coefficients posed by interference effects cannot simply be overcome by improved sampling frequencies or sizes. This problem is a consequence of the fundamental shortcomings of current estimation techniques under interference regimes. Hence, accounting for the stochastic nature of competition between mutations demands novel estimation methodologies based on the analysis of HIV strains, rather than mutation frequencies.
Departement: Life Sciences and Facility Management
Organisational Unit: Institute of Applied Simulation (IAS)
Publication type: Article in scientific Journal
DOI : 10.21256/zhaw-4703
10.1371/journal.pcbi.1004721
ISSN: 1553-7358
1553-7358
URI: https://digitalcollection.zhaw.ch/handle/11475/10498
Appears in Collections:Publikationen Life Sciences und Facility Management

Files in This Item:
File Description SizeFormat 
journal.pcbi.1004721.PDFGarcia et al., Plos Comp Biol, 20161.58 MBAdobe PDFThumbnail
View/Open


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.