AI-Validated Brain Targeted mRNA Lipid Nanoparticles with Neuronal Tropism

经人工智能验证的具有神经元趋向性的靶向大脑的mRNA脂质纳米颗粒

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作者:Mor Sela ,Gal Chen ,Haim Kadosh ,Tomer Kagan ,Raneen Nicola ,Sally Turutov ,Yuval Richtman ,Lin Zhige ,Mia R Albalak Menasherov ,Shaked Kagan ,Tzur Schroeder ,Patricia Mora-Raimundo ,Reaam Kablan ,Egor Egorov ,Anas Odeh ,Tasneem Abu-Raiya ,Inbal Ionita ,Inbar Freilich ,Galoz Kaneti ,Ibrahim Knani ,Yehuda Arav ,Yael Leichtmann-Bardoogo ,Keshet Tadmor ,Jeny Shklover ,Tommaso Patriarchi ,Dganit Danino ,Peleg Hasson ,Uri Ashery ,Amit Zeisel ,Ben M Maoz ,Tal Laviv ,Kira Radinsky ,Avi Schroeder

Abstract

Targeting therapeutic nanoparticles to the brain poses a challenge due to the restrictive nature of the blood-brain barrier (BBB). Here we report the development of mRNA-loaded lipid nanoparticles (LNPs) functionalized with BBB-interacting small molecules, thereby enhancing brain delivery and gene expression. Screening brain-targeted mRNA-LNPs in central nervous system (CNS) in vitro models and through intravenous administration in mice demonstrated that acetylcholine-conjugated LNPs achieved superior brain tropism and gene expression, outperforming LNP modifications with nicotine, glucose, memantine, cocaine, tryptophan, and other small molecules. An artificial intelligence (AI)-based model designed to predict the BBB permeability of small-molecule ligands showed strong alignment with our experimental results, providing in vivo validation of its predictive capacity. Cell-specific biodistribution analysis in Cre-reporter Ai9 mice showed that acetylcholine-functionalized LNPs preferentially transfected neurons and astrocytes following either intravenous or intracerebral administration. Mechanistic studies suggest that acetylcholine-LNP uptake is mediated by the functional engagement of acetylcholine receptors (AchRs) followed by endocytosis, which synergistically enhances intracellular mRNA delivery. Moreover, acetylcholine-LNPs successfully crossed a human BBB-on-a-chip model, enabling transgene expression in human iPSC-derived neurons. Their effective penetration and transfection in human brain organoids further support their potential activity in human-based systems. These findings establish a predictive and modular framework for engineering CNS-targeted LNPs, advancing precision gene delivery for brain disorders.

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