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Updated: Jul 9, 2025

Proteomics to Identify Proteins Interacting with P2X2 Ligand-Gated Cation Channels
Published on: May 18, 2009
Deep learning structural insights into heterotrimeric alternatively spliced P2X7 receptors
Sophie K F De Salis1,2, Jake Zheng Chen1,2, Kristen K Skarratt3
1Brain and Mind Centre, The University of Sydney, Camperdown, NSW, 2050, Australia.
Deep learning accurately predicts P2X7 receptor structures, enabling new insights into heterotrimeric variants crucial for understanding their functions.
Area of Science:
- Molecular Biology
- Structural Biology
- Biophysics
Background:
- P2X7 receptors (P2X7Rs) are ATP-gated ion channels formed by three subunits.
- Alternative splicing of the P2RX7 gene generates various P2X7R subunit structures, influencing receptor function.
- Understanding the structure of these heterotrimeric receptors is essential for elucidating their biological roles.
Purpose of the Study:
- To validate AlphaFold2-Multimer (AF2M) for predicting P2X7R structures.
- To generate structural models of heterotrimeric P2X7Rs incorporating alternatively spliced variants.
- To provide a structural basis for understanding the function of diverse P2X7R assemblies.
Main Methods:
- Utilized AlphaFold2-Multimer (AF2M) for predicting trimeric P2X7 receptor structures.
- Validated AF2M predictions against cryo-EM data of wild-type rat P2X7A receptors (PDB ID: 6U9V).
- Generated and analyzed models of heterotrimeric P2X7Rs with various splice variants (P2X7B, P2X7E, P2X7J, P2X7L) using AF2M.
Main Results:
- AF2M accurately predicted P2X7R structures and identified high-quality models.
- Validated AF2M models showed stability through molecular dynamics simulations.
- Structural models revealed missing key residues in splice variants compared to wild-type P2X7A, explaining functional differences.
Conclusions:
- AF2M is a reliable tool for predicting P2X7R structures, including complex heterotrimeric forms.
- The generated models offer structural insights into alternatively spliced P2X7Rs.
- These structure-based models facilitate further research into P2X7R function and therapeutic targeting.
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