Abstract
Lipid nanoparticles (LNPs) for the efficient delivery of drugs need to be designed for the particular administration route and type of drug. Here we report the design of LNPs for the efficient delivery of therapeutic RNAs to the lung via nebulization. We optimized the composition, molar ratios and structure of LNPs made of lipids, neutral or cationic helper lipids and poly(ethylene glycol) (PEG) by evaluating the performance of LNPs belonging to six clusters occupying extremes in chemical space, and then pooling the lead clusters and expanding their diversity. We found that a low (high) molar ratio of PEG improves the performance of LNPs with neutral (cationic) helper lipids, an identified and optimal LNP for low-dose messenger RNA delivery. Nebulized delivery of an mRNA encoding a broadly neutralizing antibody targeting haemagglutinin via the optimized LNP protected mice from a lethal challenge of the H1N1 subtype of influenza A virus, and delivered mRNA more efficiently than LNPs previously optimized for systemic delivery. A cluster approach to LNP design may facilitate the optimization of LNPs for other administration routes and therapeutics.
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Data availability
The main data supporting the results in this study are available within the paper and its Supplementary Information. Data on the expression of inflammatory genes are available as Supplementary Information. The raw and analyzed datasets generated during the study are too large to be publicly shared, but they are available for research purposes from the corresponding authors on reasonable request.
References
Sahin, U., Kariko, K. & Tureci, O. mRNA-based therapeutics—developing a new class of drugs. Nat. Rev. Drug Discov. 13, 759–780 (2014).
Hajj, K. A. & Whitehead, K. A. Tools for translation: non-viral materials for therapeutic mRNA delivery. Nat. Rev. Mater. 2, 17056 (2017).
Zhu, X. et al. Systemic mRNA therapy for the treatment of Fabry disease: preclinical studies in wild-type mice, Fabry mouse model, and wild-type non-human primates. Am. J. Hum. Genet. 104, 625–637 (2019).
Sabnis, S. et al. A novel amino lipid series for mRNA delivery: improved endosomal escape and sustained pharmacology and safety in non-human primates. Mol. Ther. 26, 1509–1519 (2018).
Bahl, K. et al. Preclinical and clinical demonstration of immunogenicity by mRNA vaccines against H10N8 and H7N9 influenza viruses. Mol. Ther. 25, 1316–1327 (2017).
Richner, J. M. et al. Modified mRNA vaccines protect against Zika virus infection. Cell 168, 1114–1125.e10 (2017).
Liang, F. et al. Efficient targeting and activation of antigen-presenting cells in vivo after modified mRNA vaccine administration in rhesus macaques. Mol. Ther. 25, 2635–2647 (2017).
Cheng, Q. et al. Selective organ targeting (SORT) nanoparticles for tissue-specific mRNA delivery and CRISPR–Cas gene editing. Nat. Nanotechnol. 15, 313–320 (2020).
Paunovska, K. et al. Nanoparticles containing oxidized cholesterol deliver mRNA to the liver microenvironment at clinically relevant doses. Adv. Mater. 31, e1807748 (2019).
Lokugamage, M. P. et al. Mild innate immune activation overrides efficient nanoparticle-mediated RNA delivery. Adv. Mater. 32, e1904905 (2019).
Sago, C. D. et al. High-throughput in vivo screen of functional mRNA delivery identifies nanoparticles for endothelial cell gene editing. Proc. Natl Acad. Sci USA 115, E9944–E9952 (2018).
Miao, L. et al. Delivery of mRNA vaccines with heterocyclic lipids increases anti-tumor efficacy by STING-mediated immune cell activation. Nat. Biotechnol. 37, 1174–1185 (2019).
Kranz, L. M. et al. Systemic RNA delivery to dendritic cells exploits antiviral defence for cancer immunotherapy. Nature 534, 396–401 (2016).
Zhang, X. et al. Biodegradable amino-ester nanomaterials for Cas9 mRNA delivery in vitro and in vivo. ACS Appl. Mater. Interfaces 9, 25481–25487 (2017).
Fenton, O. S. et al. Customizable lipid nanoparticle materials for the delivery of siRNAs and mRNAs. Angew. Chem. Int. Ed. 57, 13582–13586 (2018).
Kaczmarek, J. C. et al. Optimization of a degradable polymer-lipid nanoparticle for potent systemic delivery of mRNA to the lung endothelium and immune cells. Nano Lett. 18, 6449–6454 (2018).
Zhang, Y., Sun, C., Wang, C., Jankovic, K. E. & Dong, Y. Lipids and lipid derivatives for RNA delivery. Chem. Rev. https://doi.org/10.1021/acs.chemrev.1c00244 (2021).
Akinc, A. et al. A combinatorial library of lipid-like materials for delivery of RNAi therapeutics. Nat. Biotechnol. 26, 561–569 (2008).
Dahlman, J. E. et al. In vivo endothelial siRNA delivery using polymeric nanoparticles with low molecular weight. Nat. Nano 9, 648–655 (2014).
Siegwart, D. J. et al. Combinatorial synthesis of chemically diverse core–shell nanoparticles for intracellular delivery. Proc. Natl Acad. Sci. USA 108, 12996–13001 (2011).
Mui, B. L. et al. Influence of polyethylene glycol lipid desorption rates on pharmacokinetics and pharmacodynamics of siRNA lipid nanoparticles. Mol. Ther. Nucleic Acids 2, e139 (2013).
Patel, S. et al. Naturally-occurring cholesterol analogues in lipid nanoparticles induce polymorphic shape and enhance intracellular delivery of mRNA. Nat. Commun. 11, 983 (2020).
Paunovska, K. et al. Analyzing 2000 in vivo drug delivery data points reveals cholesterol structure impacts nanoparticle delivery. ACS Nano 12, 8341–8349 (2018).
Ball, R. L., Hajj, K. A., Vizelman, J., Bajaj, P. & Whitehead, K. A. Lipid nanoparticle formulations for enhanced co-delivery of siRNA and mRNA. Nano Lett. 18, 3814–3822 (2018).
Lokugamage, M. P., Sago, C. D. & Dahlman, J. E. Testing thousands of nanoparticles in vivo using DNA barcodes. Curr. Opin. Biomed. Eng. 7, 1–8 (2018).
Paunovska, K. et al. A direct comparison of in vitro and in vivo nucleic acid delivery mediated by hundreds of nanoparticles reveals a weak correlation. Nano Lett. 18, 2148–2157 (2018).
Alton, E. et al. Repeated nebulisation of non-viral CFTR gene therapy in patients with cystic fibrosis: a randomised, double-blind, placebo-controlled, phase 2b trial. Lancet Respir. Med. 3, 684–691 (2015).
Dhama, K. et al. COVID-19, an emerging coronavirus infection: advances and prospects in designing and developing vaccines, immunotherapeutics, and therapeutics. Hum. Vaccin. Immunother. 16, 1232–1238 (2020).
Akinc, A. et al. The Onpattro story and the clinical translation of nanomedicines containing nucleic acid-based drugs. Nat. Nanotechnol. 14, 1084–1087 (2019).
Baden, L. R. et al. Efficacy and safety of the mRNA-1273 SARS-CoV-2 vaccine. N. Engl. J. Med. 384, 403–416 (2020).
Polack, F. P. et al. Safety and efficacy of the BNT162b2 mRNA Covid-19 vaccine. N. Engl. J. Med. 383, 2603–2615 (2020).
Patel, A. K. et al. Inhaled nanoformulated mRNA polyplexes for protein production in lung epithelium. Adv. Mater. 31, e1805116 (2019).
Guan, S. et al. Self-assembled peptide–poloxamine nanoparticles enable in vitro and in vivo genome restoration for cystic fibrosis. Nat. Nanotechnol. 14, 287–297 (2019).
Densmore, C. L. et al. Aerosol delivery of robust polyethyleneimine–DNA complexes for gene therapy and genetic immunization. Mol. Ther. 1, 180–188 (2000).
Rudolph, C. et al. Methodological optimization of polyethylenimine (PEI)-based gene delivery to the lungs of mice via aerosol application. J. Gene Med. 7, 59–66 (2005).
Yin, B. et al. Intrapulmonary cellular-level distribution of inhaled nanoparticles with defined functional groups and its correlations with protein corona and inflammatory response. ACS Nano 13, 14048–14069 (2019).
Raesch, S. S. et al. Proteomic and lipidomic analysis of nanoparticle corona upon contact with lung surfactant reveals differences in protein, but not lipid composition. ACS Nano 9, 11872–11885 (2015).
Monopoli, M. P., Aberg, C., Salvati, A. & Dawson, K. A. Biomolecular coronas provide the biological identity of nanosized materials. Nat. Nanotechnol. 7, 779–786 (2012).
Montoro, D. T. et al. A revised airway epithelial hierarchy includes CFTR-expressing ionocytes. Nature 560, 319–324 (2018).
Lokugamage, M. P., Sago, C. D., Gan, Z., Krupczak, B. R. & Dahlman, J. E. Constrained nanoparticles deliver siRNA and sgRNA to T cells in vivo without targeting ligands. Adv. Mater. 31, e1902251 (2019).
Sago, C. D. et al. Nanoparticles that deliver RNA to bone marrow identified by in vivo directed evolution. J. Am. Chem. Soc. 140, 17095–17105 (2018).
Kauffman, K. J. et al. Optimization of lipid nanoparticle formulations for mRNA delivery in vivo with fractional factorial and definitive screening designs. Nano Lett. 15, 7300–7306 (2015).
Jones, B. & Nachtsheim, C. J. A class of three-level designs for definitive screening in the presence of second-order effects. J. Qual. Technol. 43, 1–15 (2011).
Kaczmarek, J. C. et al. Polymer-lipid nanoparticles for systemic delivery of mRNA to the lungs. Angew. Chem. Int. Ed. 55, 13808–13812 (2016).
Kumar, V. et al. Shielding of lipid nanoparticles for siRNA delivery: impact on physicochemical properties, cytokine induction, and efficacy. Mol. Ther. Nucleic Acids 3, e210 (2014).
Khan, O. F. et al. Endothelial siRNA delivery in nonhuman primates using ionizable low-molecular weight polymeric nanoparticles. Sci. Adv. 4, eaar8409 (2018).
Chen, D. et al. Rapid discovery of potent siRNA-containing lipid nanoparticles enabled by controlled microfluidic formulation. J. Am. Chem. Soc. 134, 6948–6951 (2012).
Huckaby, J. T. & Lai, S. K. PEGylation for enhancing nanoparticle diffusion in mucus. Adv. Drug Deliv. Rev. 124, 125–139 (2018).
Dong, Y. et al. Lipopeptide nanoparticles for potent and selective siRNA delivery in rodents and nonhuman primates. Proc. Natl Acad. Sci. USA 111, 3955–3960 (2014).
Raredon, M. S. B. et al. Single-cell connectomic analysis of adult mammalian lungs. Sci. Adv. 5, eaaw3851 (2019).
Strickland, D. H. et al. Persistent and compartmentalised disruption of dendritic cell subpopulations in the lung following influenza A virus infection. PLoS ONE 9, e111520 (2014).
Tiwari, P. M. et al. Engineered mRNA-expressed antibodies prevent respiratory syncytial virus infection. Nat. Commun. 9, 3999 (2018).
Gonzalez, A. J., Ijezie, E. C., Balemba, O. B. & Miura, T. A. Attenuation of influenza A virus disease severity by viral coinfection in a mouse model. J. Virol. 92, e00881-18 (2018).
Sahu, I., Haque, A., Weidensee, B., Weinmann, P. & Kormann, M. S. D. Recent developments in mRNA-based protein supplementation therapy to target lung diseases. Mol. Ther. 27, 803–823 (2019).
Jayaraman, M. et al. Maximizing the potency of siRNA lipid nanoparticles for hepatic gene silencing in vivo. Angew. Chem. Int. Ed. 51, 8529–8533 (2012).
Adams, D. et al. Patisiran, an RNAi therapeutic, for hereditary transthyretin amyloidosis. N. Engl. J. Med. 379, 11–21 (2018).
Hak, S. et al. The effect of nanoparticle polyethylene glycol surface density on ligand-directed tumor targeting studied in vivo by dual modality imaging. ACS Nano 6, 5648–5658 (2012).
Georgiev, G. A., Sarker, D. K., Al-Hanbali, O., Georgiev, G. D. & Lalchev, Z. Effects of poly (ethylene glycol) chains conformational transition on the properties of mixed DMPC/DMPE-PEG thin liquid films and monolayers. Colloids Surf. B 59, 184–193 (2007).
Semple, S. C. et al. Rational design of cationic lipids for siRNA delivery. Nat. Biotechnol. 28, 172–176 (2010).
Suk, J. S., Xu, Q., Kim, N., Hanes, J. & Ensign, L. M. PEGylation as a strategy for improving nanoparticle-based drug and gene delivery. Adv. Drug Deliv. Rev. 99, 28–51 (2016).
Pelaz, B. et al. Surface functionalization of nanoparticles with polyethylene glycol: effects on protein adsorption and cellular uptake. ACS Nano 9, 6996–7008 (2015).
Rubin, B. K. Mucus structure and properties in cystic fibrosis. Paediatr. Respir. Rev. 8, 4–7 (2007).
da Silva Sanchez, A., Paunovska, K., Cristian, A. & Dahlman, J. E. Treating cystic fibrosis with mRNA and CRISPR. Hum. Gene Ther. 31, 940–955 (2020).
Lindsay, K. E. et al. Aerosol delivery of synthetic mRNA to vaginal mucosa leads to durable expression of broadly neutralizing antibodies against HIV. Mol. Ther. 28, 805–819 (2020).
Acknowledgements
We thank the Emory Integrated Genomics Core (EIGC) at Emory University and the Emory Winship Cancer Institute Cancer Tissue and Pathology Core (CTP). J.E.D. thanks T. E. Shaw. The work was funded by Emily’s Entourage (awarded to J.E.D.), the National Institutes of Health (UG3-TR002855, awarded to J.E.D. and P.J.S.) and DARPA (PREPARE grant number HR00111920008, awarded to P.J.S. and J.E.D.).
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M.P.L., D.V., J.B., P.J.S. and J.E.D. conceived the experiments. M.P.L., D.V., J.B., Y.K., P.J.S. and J.E.D. designed the experiments. M.P.L., D.V., J.B., M.Z.C.H., L.R., E.S.E., H.E.P., H.N. and J.-K.Y. performed the experiments. M.P.L. and J.E.D. wrote the initial draft, which was edited by all authors. P.J.S. and J.E.D. oversaw the research.
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J.E.D. is a consultant for Beam Therapeutics and GV. The other authors declare no competing interests.
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Expression of inflammatory genes.
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Lokugamage, M.P., Vanover, D., Beyersdorf, J. et al. Optimization of lipid nanoparticles for the delivery of nebulized therapeutic mRNA to the lungs. Nat Biomed Eng 5, 1059–1068 (2021). https://doi.org/10.1038/s41551-021-00786-x
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DOI: https://doi.org/10.1038/s41551-021-00786-x
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