De novo protein identification in mammalian sperm using in situ cryoelectron tomography and AlphaFold2 docking

使用原位低温电子断层扫描和 AlphaFold2 对接对哺乳动物精子进行从头蛋白质识别

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作者:Zhen Chen, Momoko Shiozaki, Kelsey M Haas, Will M Skinner, Shumei Zhao, Caiying Guo, Benjamin J Polacco, Zhiheng Yu, Nevan J Krogan, Polina V Lishko, Robyn M Kaake, Ronald D Vale, David A Agard

Abstract

To understand the molecular mechanisms of cellular pathways, contemporary workflows typically require multiple techniques to identify proteins, track their localization, and determine their structures in vitro. Here, we combined cellular cryoelectron tomography (cryo-ET) and AlphaFold2 modeling to address these questions and understand how mammalian sperm are built in situ. Our cellular cryo-ET and subtomogram averaging provided 6.0-Å reconstructions of axonemal microtubule structures. The well-resolved tertiary structures allowed us to unbiasedly match sperm-specific densities with 21,615 AlphaFold2-predicted protein models of the mouse proteome. We identified Tektin 5, CCDC105, and SPACA9 as novel microtubule-associated proteins. These proteins form an extensive interaction network crosslinking the lumen of axonemal doublet microtubules, suggesting their roles in modulating the mechanical properties of the filaments. Indeed, Tekt5 -/- sperm possess more deformed flagella with 180° bends. Together, our studies presented a cellular visual proteomics workflow and shed light on the in vivo functions of Tektin 5.

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