De novo protein identification in mammalian sperm using high-resolution in situ cryo-electron tomography

Understanding molecular mechanisms of cellular pathways requires knowledge of the identities of participating proteins, their cellular localization and their 3D structures. Contemporary workflows typically require multiple techniques to identify target proteins, track their localization using fluorescence microscopy, followed by in vitro structure determination. To identify mammal-specific sperm proteins and understand their functions, we developed a visual proteomics workflow to directly address these challenges. Our in situ cryo-electron tomography and subtomogram averaging provided 6.0 Å resolution reconstructions of axonemal microtubules and their associated proteins. The well-resolved secondary and tertiary structures allowed us to computationally match, in an unbiased manner, novel densities in our 3D reconstruction maps with 21,615 AlphaFold2-predicted protein models of the mouse proteome. We identified Tektin 5, CCDC105 and SPACA9 as novel microtubule inner proteins that form an extensive network crosslinking the lumen of microtubule and existing proteins. Additional biochemical and mass spectrometry analyses helped validate potential candidates. The novel axonemal sperm structures identified by this approach form an extensive interaction network within the lumen of microtubules, suggesting they have a role in the mechanical and elastic properties of the microtubule filaments required for the vigorous beating motions of flagella.

[1]  S. Scheres,et al.  A Bayesian approach to single-particle electron cryo-tomography in RELION-4.0 , 2022, bioRxiv.

[2]  D. Agard,et al.  In situ cryo-electron tomography reveals the asymmetric architecture of mammalian sperm axonemes , 2022, bioRxiv.

[3]  A. Tivey,et al.  Search and sequence analysis tools services from EMBL-EBI in 2022 , 2022, Nucleic Acids Res..

[4]  Y. Xiong,et al.  Cryo-EM structure of an active central apparatus , 2022, Nature Structural & Molecular Biology.

[5]  Alan Brown,et al.  De novo identification of mammalian ciliary motility proteins using cryo-EM , 2021, Cell.

[6]  S. Ovchinnikov,et al.  ColabFold: making protein folding accessible to all , 2022, Nature Methods.

[7]  Oriol Vinyals,et al.  Highly accurate protein structure prediction with AlphaFold , 2021, Nature.

[8]  D. Agard,et al.  Electron cryo-tomography structure of axonemal doublet microtubule from Tetrahymena thermophila , 2021, Life Science Alliance.

[9]  Radka Svobodová Vareková,et al.  CATH: increased structural coverage of functional space , 2020, Nucleic Acids Res..

[10]  H. Gadêlha,et al.  Human sperm uses asymmetric and anisotropic flagellar controls to regulate swimming symmetry and cell steering , 2020, Science Advances.

[11]  H. Mitchison,et al.  Sperm defects in primary ciliary dyskinesia and related causes of male infertility , 2019, Cellular and Molecular Life Sciences.

[12]  N. Grigorieff,et al.  In situ structure determination at nanometer resolution using TYGRESS , 2019, Nature Methods.

[13]  Martin Eisenacher,et al.  The PRIDE database and related tools and resources in 2019: improving support for quantification data , 2018, Nucleic Acids Res..

[14]  C. Lindemann,et al.  Functional anatomy of the mammalian sperm flagellum , 2016, Cytoskeleton.

[15]  G. von Heijne,et al.  Tissue-based map of the human proteome , 2015, Science.

[16]  T. Stearns,et al.  Proteomic analysis of mammalian sperm cells identifies new components of the centrosome , 2014, Journal of Cell Science.

[17]  Brendan MacLean,et al.  MSstats: an R package for statistical analysis of quantitative mass spectrometry-based proteomic experiments , 2014, Bioinform..

[18]  Guangchuang Yu,et al.  clusterProfiler: an R package for comparing biological themes among gene clusters. , 2012, Omics : a journal of integrative biology.

[19]  M. Mann,et al.  MaxQuant enables high peptide identification rates, individualized p.p.b.-range mass accuracies and proteome-wide protein quantification , 2008, Nature Biotechnology.

[20]  R. Aitken,et al.  The mouse sperm proteome characterized via IPG strip prefractionation and LC‐MS/MS identification , 2008, Proteomics.

[21]  J. McIntosh,et al.  The Molecular Architecture of Axonemes Revealed by Cryoelectron Tomography , 2006, Science.

[22]  E. O'Toole,et al.  The Chlamydomonas PF6 locus encodes a large alanine/proline-rich polypeptide that is required for assembly of a central pair projection and regulates flagellar motility. , 2001, Molecular biology of the cell.

[23]  J. Mccammon,et al.  Situs: A package for docking crystal structures into low-resolution maps from electron microscopy. , 1999, Journal of structural biology.

[24]  C. Bardin,et al.  erythro-9-[3-(2-Hydroxynonyl)]adenine is an inhibitor of sperm motility that blocks dynein ATPase and protein carboxylmethylase activities. , 1981, Proceedings of the National Academy of Sciences of the United States of America.

[25]  D. Fawcett The mammalian spermatozoon. , 1975, Developmental biology.

[26]  T. Ishikawa Axoneme Structure from Motile Cilia. , 2017, Cold Spring Harbor perspectives in biology.

[27]  C. Lindemann Functional significance of the outer dense fibers of mammalian sperm examined by computer simulations with the geometric clutch model. , 1996, Cell motility and the cytoskeleton.