- Research Article
185
- 10.1021/acs.jctc.1c00708
PyLipID: A Python Package for Analysis of Protein–LipidInteractions from Molecular Dynamics Simulations
- Jan 12, 2022
- Journal of Chemical Theory and Computation
- Wanling Song + 7 more +7
Lipids play importantmodulatory and structural roles for membraneproteins. Molecular dynamics simulations are frequently used to provideinsights into the nature of these protein–lipid interactions.Systematic comparative analysis requires tools that provide algorithmsfor objective assessment of such interactions. We introduce PyLipID,a Python package for the identification and characterization of specificlipid interactions and binding sites on membrane proteins from moleculardynamics simulations. PyLipID uses a community analysis approach forbinding site detection, calculating lipid residence times for boththe individual protein residues and the detected binding sites. Toassist structural analysis, PyLipID produces representative boundlipid poses from simulation data, using a density-based scoring function.To estimate residue contacts robustly, PyLipID uses a dual-cutoffscheme to differentiate between lipid conformational rearrangementswhile bound from full dissociation events. In addition to the characterizationof protein–lipid interactions, PyLipID is applicable to analysisof the interactions of membrane proteins with other ligands. By combiningautomated analysis, efficient algorithms, and open-source distribution,PyLipID facilitates the systematic analysis of lipid interactionsfrom large simulation data sets of multiple species of membrane proteins.
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