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Computing the energy landscape of natural protein nanomachine assemblies

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This computational workflow was developed to map the rotational energy landscape of the bacterial flaggelum (PDB: 7CG0), but can be used and extended to any Rosetta representable (peptides famously, buy also any molecules) natural** or synthetic 'nanomachine' assembly.

In this example, the structure of the bacterial flagellum was retrieved from the protein data bank (PDB: 7CG0, 7CGO_full1.png), aligned in xy to the cyclic symmetry axis, and truncated to only account for the molecular interactions at the interface between the stator and rotor (7CGO_trunc*png).

The rotational landscape was generated by rotating stator and rotor components relative to each other along the symmetry axis and sampling with a 0.1 degree angle (dock_rotor_axle_7CGO.py), producing a new structure for each conformation (/example_sampled_rotations/*pdb. Rosetta energies (Total_score) were then computed for 3600 rotational bins x 10 trajectories for the whole stator plus rotor complex after repacking (PackRotamersMover) all residues (repack.xml). Inspection of the protein-protein interface of rotamer minizimed structures between stator/rotor reveals low energy configurations and intricate hydrogen bonded interactions (7CGO_interfcaehbind1.png).

The rotational energy landscape can be efficiently visualized as a polar plot showing the mean energies (+/-s.d.) (total_score_7CGO_centered.png), with symmetric 'spikes' corresponding to high energies. A FFT representation of the computed energy landscape reveals higher amplitude frequencies corresponding to expected "stepping" behavior (7CGO_plot.ipynb)

**To be published with: Rieu et al., Single-molecule observation of multiscale dynamics in the molecular bearing of the bacterial flagellum

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