The DOI matches its Crossref record; 11 of the 11 references it cites were found in a registry or an index.
Optimization of Lipid Nanoparticle Formulations for mRNA Delivery in Vivo with Fractional Factorial and Definitive Screening Designs
Abstract
Intracellular delivery of messenger RNA (mRNA) has the potential to induce protein production for many therapeutic applications. Although lipid nanoparticles have shown considerable promise for the delivery of small interfering RNAs (siRNA), their utility as agents for mRNA delivery has only recently been investigated. The most common siRNA formulations contain four components: an amine-containing lipid or lipid-like material, phospholipid, cholesterol, and lipid-anchored polyethylene glycol, the relative ratios of which can have profound effects on the formulation potency. Here, we develop a generalized strategy to optimize lipid nanoparticle formulations for mRNA delivery to the liver in vivo using Design of Experiment (DOE) methodologies including Definitive Screening and Fractional Factorial Designs. By simultaneously varying lipid ratios and structures, we developed an optimized formulation which increased the potency of erythropoietin-mRNA-loaded C12-200 lipid nanoparticles 7-fold relative to formulations previously used for siRNA delivery. Key features of this optimized formulation were the incorporation of 1,2-dioleoyl-sn-glycero-3-phosphoethanolamine (DOPE) and increased ionizable lipid:mRNA weight ratios. Interestingly, the optimized lipid nanoparticle formulation did not improve siRNA delivery, indicating differences in optimized formulation parameter design spaces for siRNA and mRNA. We believe the general method described here can accelerate in vivo screening and…
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“The delivery of therapeutic RNA molecules (siRNA or microRNA) encapsulated within the lipid or lipid-like carrier231,232 into the cells or tissues was proven to be effective in infectious diseases and tumors, as shown in many preclinical studies233,234,235 and clinical trials (reviewed by Kaczmarek et al.236).”
From MiR-128-3p – a gray eminence of the human central nervous system (2024) · cites this paper as [234]
Citations
Cites
Liposomal drug delivery systems: From concept to clinical applications
Allen, T. M., & Cullis, P. R. (2013) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2012.09.037 · Cited by 4,839
Non-viral vectors for gene-based therapy
Yin, H., Kanasty, R. L., Eltoukhy, A. A., Vegas, A. J., Dorkin, J. R., & Anderson, D. G. (2014) · Nature Reviews Genetics · doi:10.1038/nrg3763 · Cited by 3,123
Self-citationKnocking down barriers: advances in siRNA delivery
Whitehead, K. A., Langer, R., & Anderson, D. G. (2009) · Nature Reviews Drug Discovery · doi:10.1038/nrd2742 · Cited by 3,115
Self-citationmRNA-based therapeutics--developing a new class of drugs
Sahin, U., Karikó, K., & Türeci, Ö. (2014) · Nature Reviews Drug Discovery · doi:10.1038/nrd4278 · Cited by 2,474
Rational design of cationic lipids for siRNA delivery
Semple, S. C., Akinc, A., Chen, J., Sandhu, A. P., Mui, B. L., Cho, C. K., Sah, D. W. Y., Stebbing, D., Crosley, E. J., Yaworski, E., et al. (2010) · Nature Biotechnology · doi:10.1038/nbt.1602 · Cited by 1,822
Self-citationDelivery materials for siRNA therapeutics
Kanasty, R., Dorkin, J. R., Vegas, A., & Anderson, D. (2013) · Nature Materials · doi:10.1038/nmat3765 · Cited by 1,800
Self-citationExpression of therapeutic proteins after delivery of chemically modified mRNA in mice
Kormann, M. S. D., Hasenpusch, G., Aneja, M. K., Nica, G., Flemmer, A. W., Herber-Jonat, S., Huppmann, M., Mays, L. E., Illenyi, M., Schams, A., et al. (2011) · Nature Biotechnology · doi:10.1038/nbt.1733 · Cited by 733
Degradable lipid nanoparticles with predictable in vivo siRNA delivery activity
Whitehead, K. A., Dorkin, J. R., Vegas, A. J., Chang, P. H., Veiseh, O., Matthews, J., Fenton, O. S., Zhang, Y., Olejnik, K. T., Yesilyurt, V., et al. (2014) · Nature Communications · doi:10.1038/ncomms5277 · Cited by 615
Self-citationCationic lipid saturation influences intracellular delivery of encapsulated nucleic acids
Heyes, J., Palmer, L., Bremner, K., & MacLachlan, I. (2005) · Journal of Controlled Release · doi:10.1016/j.jconrel.2005.06.014 · Cited by 572
Thess, A., Grund, S., Mui, B. L., Hope, M. J., Baumhof, P., Fotin-Mleczek, M., & Schlake, T. (2015) · Molecular Therapy · doi:10.1038/mt.2015.103 · Cited by 513
Flagged first, then by citations
Research works printed but not linked: 27
- 10.1002/anie.201203263 · DOI · Paper page
- 10.1038/mt.2013.124 · DOI · Paper page
- 10.1073/pnas.0910603106 · DOI · Paper page
- 10.1038/nbt.2614 · DOI · Paper page
- 10.1038/nbt.1760 · DOI
- 10.1038/mtna.2011.3 · DOI
- 10.1038/ncomms4862 · DOI · Paper page
- 10.1016/j.ymthe.2004.12.018 · DOI
- 10.1021/mp900023v · DOI
- 10.1038/mtna.2013.66 · DOI
- 10.1038/mt.2009.36 · DOI · Paper page
- 10.1038/mtna.2012.28 · DOI · Paper page
- Montgomery D. C., 2008, Design and Analysis of Experiments
- 10.1016/j.cbpa.2004.04.009 · DOI
- 10.1021/nn301922x · DOI
- 10.1038/nbt.2682 · DOI · Paper page
- 10.1021/ja301621z · DOI
- 10.1038/mt.2012.7 · DOI · Paper page
- 10.1002/biot.200700201 · DOI
- Jones B., 2011, J. Qual. Technol., 43, 1, 10.1080/00224065.2011.11917841 · DOI
- 10.1021/jp303267y · DOI
- 10.1016/j.chemphyslip.2005.02.003 · DOI
- 10.1021/mp400140u · DOI
- 10.1016/0005-2736(95)80016-9 · DOI
- 10.1038/sj.gt.3300459 · DOI
- 10.1016/j.ejpb.2011.10.023 · DOI
- 10.1146/annurev-bioeng-071811-150124 · DOI
Cited by
Sorted by citations
Lipid nanoparticles for mRNA delivery
Hou, X., Zaks, T., Langer, R., & Dong, Y. (2021) · Nature Reviews Materials · doi:10.1038/s41578-021-00358-0 · Cited by 4,076
Cheng, Q., Wei, T., Farbiak, L., Johnson, L. T., Dilliard, S. A., & Siegwart, D. J. (2020) · Nature Nanotechnology · doi:10.1038/s41565-020-0669-6 · Cited by 2,383
mRNA vaccines for infectious diseases: principles, delivery and clinical translation
Chaudhary, N., Weissman, D., & Whitehead, K. A. (2021) · Nature Reviews Drug Discovery · doi:10.1038/s41573-021-00283-5 · Cited by 1,555
Delivering the Messenger: Advances in Technologies for Therapeutic mRNA Delivery
Kowalski, P. S., Rudra, A., Miao, L., & Anderson, D. G. (2019) · Molecular Therapy · doi:10.1016/j.ymthe.2019.02.012 · Cited by 1,127
Self-citationYin, H., Song, C.-Q., Dorkin, J. R., Zhu, L. J., Li, Y., Wu, Q., Park, A., Yang, J., Suresh, S., Bizhanova, A., et al. (2016) · Nature Biotechnology · doi:10.1038/nbt.3471 · Cited by 876
Self-citation
Metadata
- Authors
- Kauffman, K. J., Dorkin, J. R., Yang, J. H., Heartlein, M. W., DeRosa, F., Mir, F. F., Fenton, O. S., & Anderson, D. G.
- Affiliations
- Shire Pharmaceuticals, Lexington, Massachusetts 02421, United States
- Venue
- Nano Letters
- Publisher
- American Chemical Society (ACS)
- Published
- 2015-10-20
- Volume
- 15
- Issue
- 11
- Pages
- 7300-7306
- ISSN
- 1530-6984
- 1530-6992
- Cited by
- 796
- References
- 11
- Language
- en
- Funders
- Shire
- Skolkovo Institute of Science and Technology, Massachusetts Institute of Technology
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review