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Computational screening of filamin mechanical binding proteins using AlphaFold2.
Jennifer Johnson1, Nicanor González-Morales1
1Department of Biology, Dalhousie University, Life Sciences Centre, 6287 Alumni Crescent, Halifax, NS B3H 4R2, Canada.
Summary
Filamins are key proteins in mechanical signaling. This study used AlphaFold2 to identify proteins that bind to the mechanically-unfolded state of filamins, revealing new insights into mechanosensing.
Area of Science:
- Biochemistry
- Cell Biology
- Biophysics
Background:
- Filamins are dimeric actin-binding proteins crucial for mechanical signaling.
- They possess a mechanosensory region (MSR) that transitions from a closed to an open conformation under mechanical stress.
- This conformational change exposes binding sites for various proteins, influencing diverse cellular functions.
Purpose of the Study:
- To screen for proteins that specifically recognize the open conformation of filamins using computational modeling.
- To identify novel mechanical binding partners of filamins in a cellular context.
- To establish a framework for understanding filamin interactions in mechanosignaling pathways.
Main Methods:
- Utilized AlphaFold2 modeling for in silico screening of potential filamin binding proteins.
- Focused on the Drosophila melanogaster filamin, Cheerio, for a biased screening approach.
- Characterized the top 132 identified hits for specific binding to the open MSR conformation.
Main Results:
- Identified 132 proteins that specifically bind to the open conformation of the filamin MSR.
- Confirmed that these identified proteins do not bind to the closed conformation of the MSR.
- Observed a lack of obvious sequence similarity in the binding regions of the identified proteins.
- Developed a method to filter out false positives based on secondary structure at the binding interface.
Conclusions:
- This study provides a computational framework for identifying filamin interaction partners involved in mechanosignaling.
- The findings highlight the context-dependent nature of filamin mechanical binding targets.
- The identified proteins represent potential key players in cellular responses to mechanical cues.
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