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Molecular Motor Dnm1 Synergistically Induces Membrane Curvature To Facilitate Mitochondrial Fission
Michelle W Lee1, Ernest Y Lee1, Ghee Hwee Lai1
1Department of Bioengineering, Department of Chemistry & Biochemistry, and California NanoSystems Institute, University of California, Los Angeles, Los Angeles, California 90095, United States.
Abstract:
Dnm1 and Fis1 are prototypical proteins that regulate yeast mitochondrial morphology by controlling fission, the dysregulation of which can result in developmental disorders and neurodegenerative diseases in humans. Loss of Dnm1 blocks the formation of fission complexes and leads to elongated mitochondria in the form of interconnected networks, while overproduction of Dnm1 results in excessive mitochondrial fragmentation. In the current model, Dnm1 is essentially a GTP hydrolysis-driven molecular motor that self-assembles into ring-like oligomeric structures that encircle and pinch the outer mitochondrial membrane at sites of fission. In this work, we use machine learning and synchrotron small-angle X-ray scattering (SAXS) to investigate whether the motor Dnm1 can synergistically facilitate mitochondrial fission by membrane remodeling. A support vector machine (SVM)-based classifier trained to detect sequences with membrane-restructuring activity identifies a helical Dnm1 domain capable of generating negative Gaussian curvature (NGC), the type of saddle-shaped local surface curvature found on scission necks during fission events. Furthermore, this domain is highly conserved in Dnm1 homologues with fission activity. Synchrotron SAXS measurements reveal that Dnm1 restructures membranes into phases rich in NGC, and is capable of inducing a fission neck with a diameter of 12.6 nm. Through in silico mutational analysis, we find that the helical Dnm1 domain is locally optimized for membrane curvature generation, and phylogenetic analysis suggests that dynamin superfamily proteins that are close relatives of human dynamin Dyn1 have evolved the capacity to restructure membranes via the induction of curvature mitochondrial fission. In addition, we observe that Fis1, an adaptor protein, is able to inhibit the pro-fission membrane activity of Dnm1, which points to the antagonistic roles of the two proteins in the regulation of mitochondrial fission.
Insights
Dynamin 1 (Dnm1) protein uses machine learning and SAXS to reveal its membrane-shaping ability, crucial for mitochondrial fission and preventing neurodegenerative diseases. Fis1 protein antagonizes Dnm1
Area of Science:
- Cell Biology
- Biophysics
- Molecular Medicine
Background:
- Mitochondrial morphology is regulated by proteins like Dynamin 1 (Dnm1) and Fis1, controlling fission.
- Dysregulation of mitochondrial fission is linked to human developmental and neurodegenerative disorders.
- Dnm1 is modeled as a GTPase motor that self-assembles to constrict mitochondrial outer membranes.
Purpose of the Study:
- To investigate Dnm1's role in mitochondrial fission through membrane remodeling using machine learning and SAXS.
- To identify specific Dnm1 domains responsible for membrane restructuring and curvature generation.
- To understand the interplay between Dnm1 and Fis1 in regulating mitochondrial fission.
Main Methods:
- Machine learning (SVM classifier) to identify membrane-restructuring protein domains.
- Synchrotron small-angle X-ray scattering (SAXS) to analyze Dnm1-induced membrane structures.
- In silico mutational analysis and phylogenetic analysis to assess Dnm1 domain function and conservation.
Main Results:
- A helical Dnm1 domain was identified, capable of generating negative Gaussian curvature (NGC) essential for fission.
- SAXS data confirmed Dnm1 restructures membranes into NGC-rich phases, inducing a fission neck of 12.6 nm.
- The identified helical domain is conserved in fission-active Dnm1 homologues, suggesting evolutionary importance.
Conclusions:
- Dnm1 actively remodels membranes to facilitate mitochondrial fission, beyond its motor function.
- The helical Dnm1 domain is optimized for inducing membrane curvature, critical for scission.
- Fis1 acts antagonistically to Dnm1, inhibiting its pro-fission membrane activity, highlighting a regulatory balance.
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