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Detailed Data on Lipid Nanoparticle Types and Features for Delivering Genetic Material
Updated
Abstract
Essence
LNP Atlas organizes published lipid nanoparticle formulation data to support data-driven nucleic acid delivery design.
Evidence
This resource paper describes an AI-assisted extraction and Python standardization workflow for LNP formulations from peer-reviewed publications, including compositions, physicochemical properties, synthesis parameters, and bioactivity profiles.
Caveat
The abstract presents a curated dataset rather than testing whether the resource improves formulation design or delivery performance.
Simplified
Key numbers
1,092
Unique Formulations
Total number of unique LNP formulations in the dataset.
97.4%
SMILES Annotations
Percentage of lipid species with complete SMILES structural annotations.
mRNA Technology