Vancraenenbroeck, R. | Search bioRxiv

bioRxiv2024

Model-free photon analysis of diffusion-based single-molecule FRET experiments

Photon-by-photon analysis tools for diffusion-based single-molecule Forster resonance energy transfer (smFRET) experiments often describe protein dynamics with Markov models. However, FRET efficiencies are only projections of the conformational space such that the measured dynamics can appear non-Markovian. Model-free methods to quantify FRET efficiency fluctuations would be desirable in this case. Here, we present such an approach. We determine FRET efficiency correlation functions free of artifacts from the finite length of photon trajectories or the diffusion of molecules through the confocal volume. We show that these functions capture the dynamics of proteins from micro-to milliseconds both in simulation and experiment, which provides a rigorous validation of current model-based analysis approaches.

biophysics↗

bioRxiv2020

Mechanistic basis for motor-driven membrane constriction by dynamin

Dynamin oligomerizes into helical filaments on tubular membrane templates and, through constriction, cleaves them in a GTPase-driven way. Structural observations of GTP-dependent cross-bridges between neighboring filament turns have led to the suggestion that dynamin operates as a molecular ratchet motor. However, the proof of such mechanism remains absent. Particularly, it is not known whether a powerful enough stroke is produced and how the motor modules would cooperate in the constriction process. Here, we characterized the dynamin motor modules by single molecule (sm) FRET and found strong nucleotide-dependent conformational changes. Integrating smFRET with molecular dynamics simulations allowed us to determine the forces generated in a power stroke. Subsequently, the quantitative force data and the measured kinetics of the GT-Pase cycle were incorporated into a model including both a dynamin filament, with explicit motor cross-bridges, and a realistic deformable membrane template. In our simulations, collective constriction of the membrane by dynamin motor modules, based on the ratchet mechanism, is directly reproduced and analyzed. Functional parallels between the dynamin system and actomyosin in the muscle are seen. Through concerted action of the motors, tight membrane constriction to the hemifission radius can be reached. Our experimental and computational study provides an example of how collective motor action in megadalton molecular assemblies can be approached and explicitly resolved.

biophysics↗