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Optimization of Lipid Nanoparticles for saRNA Expression and Cellular Activation Using a Design-of-Experiment Approach
[Image: see text] Lipid nanoparticles (LNPs) are the leading technology for RNA delivery, given the success of the Pfizer/BioNTech and Moderna COVID-19 mRNA (mRNA) vaccines, and small interfering RNA (siRNA) therapies (patisiran). However, optimization of LNP process parameters and compositions for...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9176215/ https://www.ncbi.nlm.nih.gov/pubmed/35604765 http://dx.doi.org/10.1021/acs.molpharmaceut.2c00032 |
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author | Ly, Han Han Daniel, Simon Soriano, Shekinah K. V. Kis, Zoltán Blakney, Anna K. |
author_facet | Ly, Han Han Daniel, Simon Soriano, Shekinah K. V. Kis, Zoltán Blakney, Anna K. |
author_sort | Ly, Han Han |
collection | PubMed |
description | [Image: see text] Lipid nanoparticles (LNPs) are the leading technology for RNA delivery, given the success of the Pfizer/BioNTech and Moderna COVID-19 mRNA (mRNA) vaccines, and small interfering RNA (siRNA) therapies (patisiran). However, optimization of LNP process parameters and compositions for larger RNA payloads such as self-amplifying RNA (saRNA), which can have complex secondary structures, have not been carried out. Furthermore, the interactions between process parameters, critical quality attributes (CQAs), and function, such as protein expression and cellular activation, are not well understood. Here, we used two iterations of design of experiments (DoE) (definitive screening design and Box–Behnken design) to optimize saRNA formulations using the leading, FDA-approved ionizable lipids (MC3, ALC-0315, and SM-102). We observed that PEG is required to preserve the CQAs and that saRNA is more challenging to encapsulate and preserve than mRNA. We identified three formulations to minimize cellular activation, maximize cellular activation, or meet a CQA profile while maximizing protein expression. The significant parameters and design of the response surface modeling and multiple response optimization may be useful for designing formulations for a range of applications, such as vaccines or protein replacement therapies, for larger RNA cargoes. |
format | Online Article Text |
id | pubmed-9176215 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-91762152023-05-23 Optimization of Lipid Nanoparticles for saRNA Expression and Cellular Activation Using a Design-of-Experiment Approach Ly, Han Han Daniel, Simon Soriano, Shekinah K. V. Kis, Zoltán Blakney, Anna K. Mol Pharm [Image: see text] Lipid nanoparticles (LNPs) are the leading technology for RNA delivery, given the success of the Pfizer/BioNTech and Moderna COVID-19 mRNA (mRNA) vaccines, and small interfering RNA (siRNA) therapies (patisiran). However, optimization of LNP process parameters and compositions for larger RNA payloads such as self-amplifying RNA (saRNA), which can have complex secondary structures, have not been carried out. Furthermore, the interactions between process parameters, critical quality attributes (CQAs), and function, such as protein expression and cellular activation, are not well understood. Here, we used two iterations of design of experiments (DoE) (definitive screening design and Box–Behnken design) to optimize saRNA formulations using the leading, FDA-approved ionizable lipids (MC3, ALC-0315, and SM-102). We observed that PEG is required to preserve the CQAs and that saRNA is more challenging to encapsulate and preserve than mRNA. We identified three formulations to minimize cellular activation, maximize cellular activation, or meet a CQA profile while maximizing protein expression. The significant parameters and design of the response surface modeling and multiple response optimization may be useful for designing formulations for a range of applications, such as vaccines or protein replacement therapies, for larger RNA cargoes. American Chemical Society 2022-05-23 2022-06-06 /pmc/articles/PMC9176215/ /pubmed/35604765 http://dx.doi.org/10.1021/acs.molpharmaceut.2c00032 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Ly, Han Han Daniel, Simon Soriano, Shekinah K. V. Kis, Zoltán Blakney, Anna K. Optimization of Lipid Nanoparticles for saRNA Expression and Cellular Activation Using a Design-of-Experiment Approach |
title | Optimization of Lipid Nanoparticles for saRNA Expression
and Cellular Activation Using a Design-of-Experiment Approach |
title_full | Optimization of Lipid Nanoparticles for saRNA Expression
and Cellular Activation Using a Design-of-Experiment Approach |
title_fullStr | Optimization of Lipid Nanoparticles for saRNA Expression
and Cellular Activation Using a Design-of-Experiment Approach |
title_full_unstemmed | Optimization of Lipid Nanoparticles for saRNA Expression
and Cellular Activation Using a Design-of-Experiment Approach |
title_short | Optimization of Lipid Nanoparticles for saRNA Expression
and Cellular Activation Using a Design-of-Experiment Approach |
title_sort | optimization of lipid nanoparticles for sarna expression
and cellular activation using a design-of-experiment approach |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9176215/ https://www.ncbi.nlm.nih.gov/pubmed/35604765 http://dx.doi.org/10.1021/acs.molpharmaceut.2c00032 |
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