Engineering Polymer-Lipid Integrated Nanoparticles with Quantitative Design Principles for Organ-Selective mRNA
Qin Wang1, Shanshan Chen2, Gang Li2
1Macao Institute of Materials Science and Engineering, Macau University of Science and Technology, Taipa , Macau SAR 999078, China.
Researchers developed a new framework using design of experiments and predictive modeling to engineer polymer-lipid nanoparticles (PLINs) for precise mRNA delivery. This approach enables highly organ-selective targeting, improving therapeutic outcomes.
Area of Science:
- Biotechnology and Nanomedicine
- Drug Delivery Systems
- Molecular Therapeutics
Background:
- Therapeutic mRNA success hinges on effective in vivo delivery systems for organ-selective targeting.
- Current empirical screening methods struggle with the nonlinear relationships between nanoparticle composition and delivery outcomes.
- Achieving precise in vivo targeting of mRNA remains a significant challenge in nanomedicine.
Purpose of the Study:
- To establish a quantitative design framework for engineering organ-targeted mRNA delivery systems.
- To define the formulation-biodistribution relationships of novel polymer-lipid integrated nanoparticles (PLINs).
- To enable precise, organ-selective delivery of mRNA for various therapeutic applications.
Main Methods:
- Integrated an I-optimal design-of-experiments (DOE) strategy with predictive regression modeling.
- Developed a novel PLIN architecture using amphiphilic polyesters and cationic/ionizable lipids, excluding cholesterol and helper lipids.
- Utilized a minimal set of 15 formulations to build predictive models linking formulation parameters to organ-specific mRNA expression.
Main Results:
- Developed predictive regression models (R² > 0.96) quantifying formulation-biodistribution relationships for PLINs.
- Achieved high organ selectivity, with up to 91% lung or 96% spleen targeting through model-guided optimization.
- Identified key physicochemical determinants responsible for the observed organ-tropic behaviors of PLINs.
Conclusions:
- A quantitative, model-driven framework enables the rational design of organ-targeted mRNA delivery systems.
- The developed PLINs offer a versatile platform for precise mRNA delivery across diverse therapeutic contexts.
- This approach establishes generalizable design rules for engineering advanced nanomedicines for targeted therapies.
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