Article (Scientific journals)
Quality-by-Design (QbD) optimization of lyophilization parameters for siRNA-loaded LNPs using sequential Design of Experiments (DoE).
Degey, Manon; Meloni, Laura; Dede, Berfin et al.
2026In International Journal of Pharmaceutics, 700, p. 127032
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Keywords :
((4-hydroxybutyl) azanediyl) bis (hexane-6,1-diyl) bis (2-hexyldecanoate) (ALC–0315, ionizable lipid); 1,2-distearoyl-sn-glycero-3-phosphocholine (DSPC, helper lipid); 1,2-distearoyl-sn-glycero-3-phosphoethanolamine-N-[methoxy(polyethylene glycol)-2000] (DSPE–PEG2000); 1-octylnonyl 8-[(2-hydroxyethyl)[6-oxo-6-(undecyloxy)hexyl]amino]octanoate (SM–102, ionizable lipid); CSL3 (pH–switchable ionizable lipid); Cholesterol; Critical quality attributes (CQAs); Cryoprotectant; Dimyristoyl-glycerol-methoxypolyethylene glycol-2000 (DMG–PEG2000); LNP; Lyophilization; Quality-by-Design (QbD); Small interfering RNA (siRNA); Stability; Sucrose; Trehalose
Abstract :
[en] Although lipid nanoparticles (LNPs) are widely used for RNA delivery, their use is limited by poor stability in liquid form during refrigerated storage. Lyophilization is a promising way to address this limitation. However, the relationship between cryoprotectant choice and process settings in determining LNP integrity after reconstitution is not yet fully understood. It also remains unclear whether conditions optimized for one formulation can be applied to others. Here, a Quality-by-Design (QbD) framework was used to optimize the lyophilization of siRNA-loaded LNPs using two sequential Design of Experiments (DoE). The main drivers of post-lyophilization LNP integrity were found to be cryoprotectant concentration and mode of addition, while freezing and primary-drying durations required fine tuning to balance physicochemical preservation and cake appearance. Under the selected condition, lyophilized CSL3/DSPE-PEG2000 LNPs showed, after reconstitution, a Z-average size of 200 nm with a remaining low Polydispersity Index (PdI), maintained siRNA encapsulation efficiency (EE), preserved nanoscale organization, and maintained in vitro gene silencing efficiency. Compared with significant deviation from initial critical quality attributes (CQAs) within 13 days in the liquid state, lyophilization substantially extended stability at 4 °C and enabled preservation through 11 weeks at -30 °C. Applying the optimized process to LNPs with different lipid compositions showed that lyophilization-related size changes were mainly driven by the ionizable lipid, while the lipid-PEG anchor had only a minor effect. Overall, this study provides a QbD framework that links formulation composition to lyophilization outcomes and supports rational translation of the process across LNP formulations.
Research Center/Unit :
CIRM - Centre Interdisciplinaire de Recherche sur le Médicament - ULiège
Disciplines :
Pharmacy, pharmacology & toxicology
Author, co-author :
Degey, Manon  ;  Université de Liège - ULiège > Département de pharmacie > Développement de nanomédicaments
Meloni, Laura;  University of Liège, Laboratory of Pharmaceutical Technology and Biopharmacy, CIRM, 15 Avenue Hippocrate, 4000 Liège, Belgium
Dede, Berfin ;  Université de Liège - ULiège > Unités de recherche interfacultaires > Centre Interdisciplinaire de Recherche sur le Médicament (CIRM)
Guerreiro, Inês;  University of Liège, Laboratory of Pharmaceutical Technology and Biopharmacy, CIRM, 15 Avenue Hippocrate, 4000 Liège, Belgium
Penoy, Noémie  ;  Université de Liège - ULiège > Unités de recherche interfacultaires > Centre Interdisciplinaire de Recherche sur le Médicament (CIRM)
Sacre, Pierre-Yves  ;  Université de Liège - ULiège > Département de pharmacie > Chimie analytique
Berger, Manon  ;  Université de Liège - ULiège > Département de pharmacie
Conrard, Louise;  Center for Microscopy and Molecular Imaging (CMMI), Université Libre de Bruxelles (ULB), B-6041 Gosselies, Belgium. Electronic address: louise.conrad@ulb.be
Hendrickx, Erika;  Center for Microscopy and Molecular Imaging (CMMI), Université Libre de Bruxelles (ULB), B-6041 Gosselies, Belgium. Electronic address: erika.hendrickx@ulb.be
Maquoi, Erik  ;  Université de Liège - ULiège > Département des sciences biomédicales et précliniques
Chain, Jeanne Leblond ;  University of Bordeaux, Inserm U1212, CNRS, ARNA, UMR 5320, F 33000 Bordeaux, France. Electronic address: jeanne.leblond-chain@inserm.fr
Evrard, Brigitte  ;  Université de Liège - ULiège > Département de pharmacie > Pharmacie galénique
Piel, Géraldine  ;  Université de Liège - ULiège > Unités de recherche interfacultaires > Centre Interdisciplinaire de Recherche sur le Médicament (CIRM)
More authors (3 more) Less
Language :
English
Title :
Quality-by-Design (QbD) optimization of lyophilization parameters for siRNA-loaded LNPs using sequential Design of Experiments (DoE).
Publication date :
02 June 2026
Journal title :
International Journal of Pharmaceutics
ISSN :
0378-5173
eISSN :
1873-3476
Publisher :
Elsevier BV, Netherlands
Volume :
700
Pages :
127032
Peer reviewed :
Peer Reviewed verified by ORBi
Funders :
F.R.S.-FNRS - Fund for Scientific Research
Leon Fredericq Foundation
Available on ORBi :
since 19 June 2026

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