scholarly journals Author response: More effective drugs lead to harder selective sweeps in the evolution of drug resistance in HIV-1

2015 ◽  
Author(s):  
Alison F Feder ◽  
Soo-Yon Rhee ◽  
Susan P Holmes ◽  
Robert W Shafer ◽  
Dmitri A Petrov ◽  
...  
eLife ◽  
2016 ◽  
Vol 5 ◽  
Author(s):  
Alison F Feder ◽  
Soo-Yon Rhee ◽  
Susan P Holmes ◽  
Robert W Shafer ◽  
Dmitri A Petrov ◽  
...  

In the early days of HIV treatment, drug resistance occurred rapidly and predictably in all patients, but under modern treatments, resistance arises slowly, if at all. The probability of resistance should be controlled by the rate of generation of resistance mutations. If many adaptive mutations arise simultaneously, then adaptation proceeds by soft selective sweeps in which multiple adaptive mutations spread concomitantly, but if adaptive mutations occur rarely in the population, then a single adaptive mutation should spread alone in a hard selective sweep. Here, we use 6717 HIV-1 consensus sequences from patients treated with first-line therapies between 1989 and 2013 to confirm that the transition from fast to slow evolution of drug resistance was indeed accompanied with the expected transition from soft to hard selective sweeps. This suggests more generally that evolution proceeds via hard sweeps if resistance is unlikely and via soft sweeps if it is likely.


eLife ◽  
2017 ◽  
Vol 6 ◽  
Author(s):  
Alison F Feder ◽  
Soo-Yon Rhee ◽  
Susan P Holmes ◽  
Robert W Shafer ◽  
Dmitri A Petrov ◽  
...  

2015 ◽  
Author(s):  
Alison F Feder ◽  
Soo-Yon Rhee ◽  
Robert W Shafer ◽  
Dmitri A Petrov ◽  
Pleuni S Pennings

In the early days of HIV treatment, drug resistance occurred rapidly and predictably in all patients, but under modern treatments, resistance arises slowly, if at all. The probability of resistance should be controlled by the rate of generation of resistant mutations. If many adaptive mutations arise simultaneously, then adaptation proceeds by soft selective sweeps in which multiple adaptive mutations spread concomitantly, but if adaptive mutations occur rarely in the population, then a single adaptive mutation should spread alone in a hard selective sweep. Here we use 6,717 HIV-1 consensus sequences from patients treated with first-line therapies between 1989 and 2013 to confirm that the transition from fast to slow evolution of drug resistance was indeed accompanied with the expected transition from soft to hard selective sweeps. This suggests more generally that evolution proceeds via hard sweeps if resistance is unlikely and via soft sweeps if it is likely.


Molecules ◽  
2020 ◽  
Vol 25 (24) ◽  
pp. 5902
Author(s):  
Kwok-Fong Chan ◽  
Chinh Tran-To Su ◽  
Alexander Krah ◽  
Ser-Xian Phua ◽  
Joshua Yi Yeo ◽  
...  

The ongoing development of drug resistance in HIV continues to push for the need of alternative drug targets in inhibiting HIV. One such target is the Reverse transcriptase (RT) enzyme which is unique and critical in the viral life cycle—a rational target that is likely to have less off-target effects in humans. Serendipitously, we found two chemical scaffolds from the National Cancer Institute (NCI) Diversity Set V that inhibited HIV-1 RT catalytic activity. Computational structural analyses and subsequent experimental testing demonstrated that one of the two chemical scaffolds binds to a novel location in the HIV-1 RT p51 subunit, interacting with residue Y183, which has no known association with previously reported drug resistance. This finding supports the possibility of a novel druggable site on p51 for a new class of non-nucleoside RT inhibitors that may inhibit HIV-1 RT allosterically. Although inhibitory activity was shown experimentally to only be in the micromolar range, the scaffolds serve as a proof-of-concept of targeting the HIV RT p51 subunit, with the possibility of medical chemistry methods being applied to improve inhibitory activity towards more effective drugs.


2019 ◽  
Author(s):  
Avik Biswas ◽  
Allan Haldane ◽  
Eddy Arnold ◽  
Ronald M Levy

2021 ◽  
Author(s):  
Steven A Kemp ◽  
Oscar Charles ◽  
Anne Derache ◽  
Collins Iwuiji ◽  
John Adamson ◽  
...  

Background: Viral population dynamics in long term viraemic antiretroviral therapy (ART) treated individuals have not been well characterised. Prolonged virologic failure on 2nd-line protease inhibitor (PI) based ART without emergence of major protease mutations is well recognised, providing an opportunity to study within-host evolution. Methods: Using next-generation Illumina short read sequencing and in silico haplotype reconstruction we analysed whole genome sequences from longitudinal plasma samples of eight chronically infected HIV-1 individuals failing 2nd-line regimens from the ANRS 12249 TasP trial, in the absence of high frequency major PI resistance mutations. Plasma drug levels were measured by HPLC. Three participants were selective for in-depth variant and haplotype analyses, each with five or more timepoints spanning at least 16 months. Results: During PI failure synonymous mutations were around twice as frequent as non-synonymous mutations across participants. Prior to or during exposure to PI, we observed several polymorphic amino acids in gag (e.g. T81A, T375N) which are have also been previously associated with exposure to protease inhibitor exposure. Although overall SNP frequency at abundance above 2% appeared stable across time in each individual, divergence from the consensus baseline sequence did increase over time. Non-synonymous changes were enriched in known polymorphic regions such as env whereas synonymous changes were more often observed to fluctuate in the conserved pol gene. Phylogenetic analyses of whole genome viral haplotypes demonstrated two common features: Firstly, evidence for selective sweeps following therapy switches or large changes in plasma drug concentrations, with hitchhiking of synonymous and non-synonymous mutations. Secondly, we observed competition between multiple viral haplotypes that intermingled phylogenetically alongside soft selective sweeps. The diversity of viral populations was maintained between successive timepoints with ongoing viremia, particularly in env. Changes in haplotype dominance were often distinct from the dynamics of drug resistance mutations in reverse transcriptase (RT), indicating the presence of softer selective sweeps and/or recombination. Conclusions: Large fluctuations in variant frequencies with diversification occur during apparently "stable" viremia on non-suppressive ART. Reconstructed haplotypes provided further evidence for sweeps during periods of partial adherence, and competition between haplotypes during periods of low drug exposure. Drug resistance mutations in RT can be used as markers of viral populations in the reservoir and we found evidence for loss of linkage disequilibrium for drug resistance mutations, indicative of recombination. These data imply that even years of exposure to PIs, within the context of large stable populations displaying ongoing selective competition, may not precipitate emergence of major PI resistance mutations, indicating significant fitness costs for such mutations. Ongoing viral diversification within reservoirs may compromise the goal of sustained viral suppression.


2013 ◽  
Vol 4 (5) ◽  
pp. 317-323
Author(s):  
Miłosz Parczewski
Keyword(s):  

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