LiPyphilic
LiPyphilic analyzes molecular dynamics (MD) simulations of lipid membranes to quantify cholesterol flip-flop, classify local lipid environments, assess interleaflet registration, and perform trajectory transformations for membrane biophysics using MDAnalysis with NumPy and SciPy.
Key Features:
- Cholesterol Flip-Flop Events Identification: Detects and reports cholesterol flip-flop events within lipid bilayers.
- Local Lipid Environment Classification: Classifies local lipid environments to characterize spatial organization and lipid–lipid interactions.
- Interleaflet Registration Analysis: Quantifies the degree of interleaflet registration to study membrane asymmetry.
- Force Field and Resolution Agnosticism: Operates independently of specific force fields and resolution choices.
- Complex Composition Handling: Uses the MDAnalysis atom selection language to handle membranes with highly complex compositions.
- Trajectory Transformations: Performs on-the-fly trajectory transformations to fix membranes split across periodic boundaries and implements nojump coordinate unwrapping that accounts for box-volume fluctuations in the NPT ensemble.
- Implementation: Built on MDAnalysis and leverages NumPy and SciPy for computational operations.
Scientific Applications:
- Membrane Biophysics: Enables analysis of emergent phenomena in lipid membranes with complex compositions, including spatial organization and interleaflet interactions.
- Cholesterol Dynamics: Supports quantitative studies of cholesterol flip-flop and its impact on membrane dynamics.
- Pharmacology and Membrane-Targeting Studies: Facilitates investigation of membrane properties and interactions relevant to pharmacology and related fields.
Methodology:
Object-oriented Python package built on MDAnalysis and leveraging NumPy and SciPy; implements the MDAnalysis atom selection language, on-the-fly trajectory transformations to correct periodic-boundary splits, and nojump coordinate unwrapping that accounts for box-volume fluctuations under the NPT ensemble.
Topics
Details
- License:
- GPL-2.0
- Tool Type:
- library
- Programming Languages:
- Python
- Added:
- 10/4/2021
- Last Updated:
- 10/4/2021
Operations
Publications
Smith P, Lorenz CD. LiPyphilic: A Python toolkit for the analysis of lipid membrane simulations. Unknown Journal. 2021. doi:10.1101/2021.05.04.442445.