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Viral diversity is an obligate consideration in CRISPR/Cas9 designs for targeting the HIV reservoir
BACKGROUND: RNA-guided CRISPR/Cas9 systems can be designed to mutate or excise the integrated HIV genome from latently infected cells and have therefore been proposed as a curative approach for HIV. However, most studies to date have focused on molecular clones with ideal target site recognition and...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6040082/ https://www.ncbi.nlm.nih.gov/pubmed/29996827 http://dx.doi.org/10.1186/s12915-018-0544-1 |
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author | Roychoudhury, Pavitra De Silva Feelixge, Harshana Reeves, Daniel Mayer, Bryan T. Stone, Daniel Schiffer, Joshua T. Jerome, Keith R. |
author_facet | Roychoudhury, Pavitra De Silva Feelixge, Harshana Reeves, Daniel Mayer, Bryan T. Stone, Daniel Schiffer, Joshua T. Jerome, Keith R. |
author_sort | Roychoudhury, Pavitra |
collection | PubMed |
description | BACKGROUND: RNA-guided CRISPR/Cas9 systems can be designed to mutate or excise the integrated HIV genome from latently infected cells and have therefore been proposed as a curative approach for HIV. However, most studies to date have focused on molecular clones with ideal target site recognition and do not account for target site variability observed within and between patients. For clinical success and broad applicability, guide RNA (gRNA) selection must account for circulating strain diversity and incorporate the within-host diversity of HIV. RESULTS: We identified a set of gRNAs targeting HIV LTR, gag, and pol using publicly available sequences for these genes and ranked gRNAs according to global conservation across HIV-1 group M and within subtypes A–C. By considering paired and triplet combinations of gRNAs, we found triplet sets of target sites such that at least one of the gRNAs in the set was present in over 98% of all globally available sequences. We then selected 59 gRNAs from our list of highly conserved LTR target sites and evaluated in vitro activity using a loss-of-function LTR-GFP fusion reporter. We achieved efficient GFP knockdown with multiple gRNAs and found clustering of highly active gRNA target sites near the middle of the LTR. Using published deep-sequence data from HIV-infected patients, we found that globally conserved sites also had greater within-host target conservation. Lastly, we developed a mathematical model based on varying distributions of within-host HIV sequence diversity and enzyme efficacy. We used the model to estimate the number of doses required to deplete the latent reservoir and achieve functional cure thresholds. Our modeling results highlight the importance of within-host target site conservation. While increased doses may overcome low target cleavage efficiency, inadequate targeting of rare strains is predicted to lead to rebound upon cART cessation even with many doses. CONCLUSIONS: Target site selection must account for global and within host viral genetic diversity. Globally conserved target sites are good starting points for design, but multiplexing is essential for depleting quasispecies and preventing viral load rebound upon therapy cessation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12915-018-0544-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6040082 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-60400822018-07-13 Viral diversity is an obligate consideration in CRISPR/Cas9 designs for targeting the HIV reservoir Roychoudhury, Pavitra De Silva Feelixge, Harshana Reeves, Daniel Mayer, Bryan T. Stone, Daniel Schiffer, Joshua T. Jerome, Keith R. BMC Biol Research Article BACKGROUND: RNA-guided CRISPR/Cas9 systems can be designed to mutate or excise the integrated HIV genome from latently infected cells and have therefore been proposed as a curative approach for HIV. However, most studies to date have focused on molecular clones with ideal target site recognition and do not account for target site variability observed within and between patients. For clinical success and broad applicability, guide RNA (gRNA) selection must account for circulating strain diversity and incorporate the within-host diversity of HIV. RESULTS: We identified a set of gRNAs targeting HIV LTR, gag, and pol using publicly available sequences for these genes and ranked gRNAs according to global conservation across HIV-1 group M and within subtypes A–C. By considering paired and triplet combinations of gRNAs, we found triplet sets of target sites such that at least one of the gRNAs in the set was present in over 98% of all globally available sequences. We then selected 59 gRNAs from our list of highly conserved LTR target sites and evaluated in vitro activity using a loss-of-function LTR-GFP fusion reporter. We achieved efficient GFP knockdown with multiple gRNAs and found clustering of highly active gRNA target sites near the middle of the LTR. Using published deep-sequence data from HIV-infected patients, we found that globally conserved sites also had greater within-host target conservation. Lastly, we developed a mathematical model based on varying distributions of within-host HIV sequence diversity and enzyme efficacy. We used the model to estimate the number of doses required to deplete the latent reservoir and achieve functional cure thresholds. Our modeling results highlight the importance of within-host target site conservation. While increased doses may overcome low target cleavage efficiency, inadequate targeting of rare strains is predicted to lead to rebound upon cART cessation even with many doses. CONCLUSIONS: Target site selection must account for global and within host viral genetic diversity. Globally conserved target sites are good starting points for design, but multiplexing is essential for depleting quasispecies and preventing viral load rebound upon therapy cessation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12915-018-0544-1) contains supplementary material, which is available to authorized users. BioMed Central 2018-07-11 /pmc/articles/PMC6040082/ /pubmed/29996827 http://dx.doi.org/10.1186/s12915-018-0544-1 Text en © Roychoudhury et al. 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Roychoudhury, Pavitra De Silva Feelixge, Harshana Reeves, Daniel Mayer, Bryan T. Stone, Daniel Schiffer, Joshua T. Jerome, Keith R. Viral diversity is an obligate consideration in CRISPR/Cas9 designs for targeting the HIV reservoir |
title | Viral diversity is an obligate consideration in CRISPR/Cas9 designs for targeting the HIV reservoir |
title_full | Viral diversity is an obligate consideration in CRISPR/Cas9 designs for targeting the HIV reservoir |
title_fullStr | Viral diversity is an obligate consideration in CRISPR/Cas9 designs for targeting the HIV reservoir |
title_full_unstemmed | Viral diversity is an obligate consideration in CRISPR/Cas9 designs for targeting the HIV reservoir |
title_short | Viral diversity is an obligate consideration in CRISPR/Cas9 designs for targeting the HIV reservoir |
title_sort | viral diversity is an obligate consideration in crispr/cas9 designs for targeting the hiv reservoir |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6040082/ https://www.ncbi.nlm.nih.gov/pubmed/29996827 http://dx.doi.org/10.1186/s12915-018-0544-1 |
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