Artificial intelligence-guided design of lipid nanoparticles for pulmonary gene therapy
Witten J, Raji I, Manan R, Beyer E, Bartlett S, Tang Y, Ebadi M, Lei J, Nguyen D, Oladimeji F, Jiang A, MacDonald E, Hu Y, Mughal H, Self A, Collins E, Yan Z, Engelhardt J, Langer R, Anderson D. Artificial intelligence-guided design of lipid nanoparticles for pulmonary gene therapy. Nature Biotechnology 2024, 1-10. PMID: 39658727, DOI: 10.1038/s41587-024-02490-y.Peer-Reviewed Original ResearchLipid nanoparticlesMRNA deliveryIonizable lipidsImprove nanoparticle deliveryPulmonary gene therapyDelivery in vitroNucleic acid deliveryNeural networkGene therapyNasal mucosaNanoparticle deliveryMouse lungFerret lungsAcid deliveryMouse muscleMessage-passing neural networkDelivery technologiesIn vivoLipid designLungMiceDeliveryDeep learningMRNALipid