Abstract
Purpose
This study aimed to test the feasibility of using Small Angle X-ray Scattering (SAXS) coupled with Density from Solution Scattering (DENSS) algorithm to characterize the internal architecture of messenger RNA-containing lipid nanoparticles (mRNA-LNPs).
Methods
The DENSS algorithm was employed to construct a three-dimensional model of average individual mRNA-LNP. The reconstructed models were cross validated with cryogenic transmission electron microscopy (cryo-TEM), and dynamic light scattering (DLS) to assess size, morphology, and internal structure.
Results
Cryo-TEM and DLS complemented SAXS, revealed a core–shell mRNA-LNP structure with electron-rich mRNA-rich region at the core, surrounded by lipids. The reconstructed model, utilizing the DENSS algorithm, effectively distinguishes mRNA and lipids via electron density mapping. Notably, DENSS accurately models the morphology of the mRNA-LNPs as an ellipsoidal shape with a "bleb" architecture or a two-compartment structure with contrasting electron densities, corresponding to mRNA-filled and empty lipid compartments, respectively. Finally, subtle changes in the LNP structure after three freeze–thaw cycles were detected by SAXS, demonstrating an increase in radius of gyration (Rg) associated with mRNA leakage.
Conclusion
Analyzing SAXS profiles based on DENSS algorithm to yield a reconstructed electron density based three-dimensional model can be a useful physicochemical characterization method in the toolbox to study mRNA-LNPs and facilitate their development.
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Data Availability
Raw SAXS data were included in the supporting information and also available upon request.
References
Qin S, Tang X, Chen Y, Chen K, Fan N, Xiao W, et al. mRNA-based therapeutics: powerful and versatile tools to combat diseases. Sig Transduct Target Ther. 2022;7(1):166.
Oude Blenke E, Örnskov E, Schöneich C, Nilsson GA, Volkin DB, Mastrobattista E, et al. The storage and in-use stability of mRNA vaccines and therapeutics: not a cold case. J Pharm Sci. 2023;112(2):386–403.
Ai L, Li Y, Zhou L, Yao W, Zhang H, Hu Z, et al. Lyophilized mRNA-lipid nanoparticle vaccines with long-term stability and high antigenicity against SARS-CoV-2. Cell Discov. 2023;9(1):9.
Zhao P, Hou X, Yan J, Du S, Xue Y, Li W, et al. Long-term storage of lipid-like nanoparticles for mRNA delivery. Bioactive Materials. 2020;5(2):358–63.
Phyo P, Zhao X, Templeton AC, Xu W, Cheung JK, Su Y. Understanding molecular mechanisms of biologics drug delivery and stability from NMR spectroscopy. Adv Drug Deliv Rev. 2021;174:1–29.
Eygeris Y, Patel S, Jozic A, Sahay G. Deconvoluting lipid nanoparticle structure for messenger RNA delivery. Nano Lett. 2020;20(6):4543–9.
San Emeterio J, Pollack L. Visualizing a viral genome with contrast variation small angle X-ray scattering. J Biol Chem. 2020;295(47):15923–32.
Grant TD. Ab initio electron density determination directly from solution scattering data. Nat Methods. 2018;15(3):191–3.
Grant TD. Reply to: Limitations of the iterative electron density reconstruction algorithm from solution scattering data. Nat Methods. 2021;18(3):246–8.
Léger C, Pitard I, Sadi M, Carvalho N, Brier S, Mechaly A, et al. Dynamics and structural changes of calmodulin upon interaction with the antagonist calmidazolium. BMC Biol. 2022;20(1):176.
Doll SG, Meshkin H, Bryer AJ, Li F, Ko YH, Lokareddy RK, et al. Recognition of the TDP-43 nuclear localization signal by importin α1/β. Cell Rep. 2022;39(13):111007.
Lokareddy RK, Hou CFD, Doll SG, Li F, Gillilan RE, Forti F, et al. Terminase subunits from the pseudomonas-phage E217. J Mol Biol. 2022;434(20):167799.
Kim M, Kim HS, D’Souza A, Gallagher K, Jeong E, Topolska-Woś A, et al. Two interaction surfaces between XPA and RPA organize the preincision complex in nucleotide excision repair. Proc Natl Acad Sci USA. 2022;119(34):e2207408119.
Jain M, Golzarroshan B, Lin C, Agrawal S, Tang W, Wu C, et al. Dimeric assembly of human Suv3 helicase promotes its RNA unwinding function in mitochondrial RNA degradosome for RNA decay. Protein Science.2022;31:e4312. https://doi.org/10.1002/pro.4312.
Liu Y, Munsayac A, Hall I, Keane SC. Solution Structure of NPSL2, A Regulatory Element in the oncomiR-1 RNA. J Mol Biol. 2022;434(18):167688.
Franke D, Svergun DI. DAMMIF, a program for rapid ab-initio shape determination in small-angle scattering. J Appl Crystallogr. 2009;42(2):342–6.
Guo R, Sumner J, Qian S. Structure of diisobutylene maleic acid copolymer (DIBMA) and its lipid particle as a “Stealth” membrane-mimetic for membrane protein research. ACS Appl Bio Mater. 2021;4(6):4760–8.
Fujii S, Sakurai K. Structural analysis of an octameric resorcinarene self-assembly in toluene and its morphological transition by temperature. J Phys Chem Lett. 2021;12(28):6464–8.
Takahashi R, Yamamoto K, Sugahara R, Otake R, Hayashi K, Nakamura J, et al. In situ and ex situ studies of ring-like assembly of silica nanoparticles in the presence of poly(propylene oxide)–poly(ethylene oxide) block copolymers. Langmuir 2023:39, 32, 11379–387.
Sumner J, Qian S. DENSS-multiple: A structure reconstruction method using contrast variation of small-angle neutron scattering based on the DENSS algorithm. BBA Advances. 2022;2:100063.
Svergun DI. Restoring low resolution structure of biological macromolecules from solution scattering using simulated annealing. Biophys J. 1999;76(6):2879–86.
Patel S, Ashwanikumar N, Robinson E, Xia Y, Mihai C, Griffith JP, et al. Naturally-occurring cholesterol analogues in lipid nanoparticles induce polymorphic shape and enhance intracellular delivery of mRNA. Nat Commun. 2020;11(1):983.
Schoenmaker L, Witzigmann D, Kulkarni JA, Verbeke R, Kersten G, Jiskoot W, et al. mRNA-lipid nanoparticle COVID-19 vaccines: Structure and stability. Int J Pharm. 2021;601:120586.
AboulFotouh K, Southard B, Dao HM, Xu H, Moon C, Williams Iii RO, et al. Effect of lipid composition on RNA-Lipid Nanoparticle properties and their sensitivity to thin-film freezing and drying. Int J Pharm. 2023;650:123688.
Hopkins JB, Gillilan RE, Skou S. ıt BioXTAS RAW: improvements to a free open-source program for small-angle X-ray scattering data reduction and analysis. J Appl Crystallogr. 2017;50(5):1545–53.
Svergun DI. Determination of the regularization parameter in indirect-transform methods using perceptual criteria. J Appl Crystallogr. 1992;25(4):495–503.
Kremer JR, Mastronarde DN, McIntosh JR. Computer visualization of three-dimensional image data Using IMOD. J Struct Biol. 1996;116(1):71–6.
Stetefeld J, McKenna SA, Patel TR. Dynamic light scattering: a practical guide and applications in biomedical sciences. Biophys Rev. 2016;8(4):409–27.
Rappolt M, Hickel A, Bringezu F, Lohner K. Mechanism of the lamellar/inverse hexagonal phase transition examined by high resolution x-ray diffraction. Biophys J. 2003;84(5):3111–22.
Grant TD, Luft JR, Wolfley JR, Tsuruta H, Martel A, Montelione GT, et al. Small angle X-ray scattering as a complementary tool for high-throughput structural studies. Biopolymers. 2011;95(8):517–30.
Jeffries CM, Ilavsky J, Martel A, Hinrichs S, Meyer A, Pedersen JS, et al. Small-angle X-ray and neutron scattering. Nat Rev Methods Primers. 2021;1(1):70.
Kikhney AG, Svergun DI. A practical guide to small angle X-ray scattering (SAXS) of flexible and intrinsically disordered proteins. FEBS Letters. 2015;589(19PartA):2570–7.
Di Cola E, Grillo I, Ristori S. Small angle x-ray and neutron scattering: powerful tools for studying the structure of drug-loaded liposomes. Pharmaceutics. 2016;8(2):10.
Noodleman L. Mapping elusive electron density. Nat Chem Biol. 2016;12(6):391–2.
Callaway E. The protein-imaging technique taking over structural biology. Nature (London). 2020;578(7794):201-201.
Smyth MS. x Ray crystallography. Mol Pathol. 2000;53(1):8–14.
Hu Y, Cheng K, He L, Zhang X, Jiang B, Jiang L, et al. NMR-based methods for protein analysis. Anal Chem. 2021;93(4):1866–79.
Li S, Hu Y, Li A, Lin J, Hsieh K, Schneiderman Z, et al. Payload distribution and capacity of mRNA lipid nanoparticles. Nat Commun. 2022;13(1):5561.
Cheng MHY, Leung J, Zhang Y, Strong C, Basha G, Momeni A, et al. Induction of Bleb structures in lipid nanoparticle formulations of mRNA leads to improved transfection potency. Adv Mater. 2023;35(31):2303370.
Urimi D, Hellsing M, Mahmoudi N, Söderberg C, Widenbring R, Gedda L, et al. Structural characterization study of a lipid nanocapsule formulation intended for drug delivery applications using small-angle scattering techniques. Mol Pharmaceutics. 2022;19(4):1068–77.
Konarev PV, Svergun DI. Limitations of the iterative electron density reconstruction algorithm from solution scattering data. Nat Methods. 2021;18(3):244–5.
Mahieu E, Gabel F. Biological small-angle neutron scattering: recent results and development. Acta Crystallogr D Struct Biol. 2018;74(8):715–26.
Shen C, Woelk C, Kikhney AG, Torres J, Surya W, Harvey RD, et al. Absolute scattering length density profile of liposome bilayers obtained by SAXS combined with GIXOS - a tool to determine model biomembrane structure. https://doi.org/10.1101/2022.12.13.520277.
Hammel M, Fan Y, Sarode A, Byrnes AE, Zang N, Kou P, et al. Correlating the Structure and gene silencing activity of oligonucleotide-loaded lipid nanoparticles using small-angle x-ray scattering. ACS Nano. 2023;17(12):11454–465.
Acknowledgements
We acknowledge the asistance of Thomas Weiss in performing synchrotron SAXS experiment. Use of the Stanford Synchrotron Radiation Lightsource (SSRL), SLAC National Accelerator Laboratory, is supported by the U.S. Department of Energy (DoE), Office of Science, Office of Basic Energy Sciences under Contract No. DE-AC02-76SF00515. The SSRL Structural Molecular Biology Program is supported by the DOE Office of Biological and Environmental Research, and by the National Institutes of Health, National Institute of General Medical Sciences (P30GM133894). The contents of this publication are solely the responsibility of the authors and do not necessarily represent the official views of NIGMS or DoE.
Funding
This work was supported by a Sponsored Research Agreement from TFF Pharmaceuticals Inc. (to ROW and ZC).
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ZC and ROW report financial support by TFF Pharmaceuticals, Inc. The terms have been reviewed and approved by UT Austin in accordance with its institutional policy on objectivity in research. ZC reports a relationship with TFF Pharmaceuticals, Inc. that includes equity or stocks and funding grants. ROW reports a relationship with TFF Pharmaceuticals, Inc. that includes consulting or advisory, equity or stocks, and funding grants. ZC, ROW, and KJP have patent(s) and/or patent applications related to thin-film freezing.
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Dao, H.M., AboulFotouh, K., Hussain, A.F. et al. Characterization of mRNA Lipid Nanoparticles by Electron Density Mapping Reconstruction: X-ray Scattering with Density from Solution Scattering (DENSS) Algorithm. Pharm Res 41, 501–512 (2024). https://doi.org/10.1007/s11095-024-03671-9
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DOI: https://doi.org/10.1007/s11095-024-03671-9