Martini 3 building blocks for Lipid Nanoparticle design

24 September 2024, Version 1

Abstract

Lipid nanoparticles (LNPs) represent a promising platform for advanced drug and gene delivery, yet optimizing these particles for specific cargos and cell targets poses a complex, multifaceted challenge. Furthermore, there is a pressing need for a more comprehensive understanding of the underlying technology. Experimental studies are costly and often provide low-resolution information. Molecular dynamics (MD) simulations allow us to study these particles at a higher resolution, enhancing our understanding. However, studying these systems at atomic resolutions is both challenging and computationally expensive, as well as time-consuming. Coarse-grained (CG) models, such as Martini 3, are positioned as promising tools for studying LNPs. To enable CG-MD studies of LNPs, accurate and validated models of their components are needed. Here, we present a substantial extension of the Martini 3 library of lipids, covering the most important LNP components, including over a hundred of ionizable lipid (IL) models, along with natural occurring sterol models and PEGylated lipid models. We furthermore present initial protocols for screening fusion efficacy across different lipid formulations and for constructing whole LNPs at CG resolution, enabling future studies of these nanoparticles.

Keywords

Lipid Nanoparticles
Martini 3
Drug Delivery

Supplementary materials

Title
Description
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Title
supporting information for Martini 3 building blocks for Lipid Nanoparticle design
Description
Contains: > Fragment overview > Bonded distributions for selection ionizable lipids (ILs) > Transition temperatures and bonded distributions for sterols > Additional tests for ILs > Validation of LNP structure stability > Role of hydration and ionization in LNP > Role of LNP protonation level
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