Welcome to LNP Data Portal
Nanomaterials & Biological Interface Lab - Central hub for lipid nanoparticle research data
LNP Data
Comprehensive dataset of lipid nanoparticle compositions with physicochemical properties
Open Dataset
Reference Paper
Curated from 63 peer-reviewed publications
Covering LNP research from 2005-2025, spanning mRNA therapeutics, gene delivery, and vaccine applications.
Dataset Stats
Quick overview of available data
Formulations:1,092
Attributes:28
LNP Data Portal
A standardized platform for lipid nanoparticle formulation intelligence
Our LNP Data Portal is a curated open-access database standardizing four-component lipid compositions, curated physicochemical parameters, and nucleic acid delivery profiles across diverse gene therapy vectors.
Data Categories
- Four-component lipid molar ratios (Ionizable, PEG, Sterol, Helper)
- Standardized hydrodynamic size, PDI, and surface zeta potential distributions
- Multi-metric loading capacity (N/P, weight ratio, concentration)
- Calibrated encapsulation efficiency metrics
- Canonical nucleic acid targets (mRNA, siRNA, pDNA, Cas9) and SMILES representations
Research Applications
- Formulatory parameter optimization and component trade-off analysis
- Structure-property correlation mapping (colloidal stability, size, and PDI)
- Delivery carrier benchmarks across mRNA and gene editing modalities
- Machine learning-ready feature curation for LNP design workflows