Protocol for analyzing protein ensemble structures from chemical cross-links using DynaXL

Chemical cross-linking coupled with mass spectroscopy (CXMS) is a powerful technique for investigating protein structures. CXMS has been mostly used to characterize the predominant structure for a protein, whereas cross-links incompatible with a unique structure of a protein or a protein complex are often discarded. We have recently shown that the so-called over-length cross-links actually contain protein dynamics information. We have thus established a method called DynaXL, which allow us to extract the information from the over-length cross-links and to visualize protein ensemble structures. In this protocol, we present the detailed procedure for using DynaXL, which comprises five steps. They are identification of highly confident cross-links, delineation of protein domains/subunits, ensemble rigid-body refinement, and final validation/assessment. The DynaXL method is generally applicable for analyzing the ensemble structures of multi-domain proteins and protein–protein complexes, and is freely available at www.tanglab.org/resources.

[1]  Yuxing Liao,et al.  ECOD: An Evolutionary Classification of Protein Domains , 2014, PLoS Comput. Biol..

[2]  Chao Liu,et al.  Trifunctional cross-linker for mapping protein-protein interaction networks and comparing protein conformational states , 2016, eLife.

[3]  A. W. Schüttelkopf,et al.  PRODRG: a tool for high-throughput crystallography of protein-ligand complexes. , 2004, Acta crystallographica. Section D, Biological crystallography.

[4]  Chun Tang,et al.  Lys63-linked ubiquitin chain adopts multiple conformational states for specific target recognition , 2015, eLife.

[5]  Jens Meiler,et al.  Analysis of Nidogen-1/Laminin γ1 Interaction by Cross-Linking, Mass Spectrometry, and Computational Modeling Reveals Multiple Binding Modes , 2014, PloS one.

[6]  Christoph H Borchers,et al.  The novel isotopically coded short-range photo-reactive crosslinker 2,4,6-triazido-1,3,5-triazine (TATA) for studying protein structures. , 2016, Journal of proteomics.

[7]  G. Marius Clore,et al.  Visualization of transient encounter complexes in protein–protein association , 2006, Nature.

[8]  Charles D Schwieters,et al.  The Xplor-NIH NMR molecular structure determination package. , 2003, Journal of magnetic resonance.

[9]  Albert J R Heck,et al.  Proteome-wide profiling of protein assemblies by cross-linking mass spectrometry , 2015, Nature Methods.

[10]  David Baker,et al.  Protein Structure Prediction Using Rosetta , 2004, Numerical Computer Methods, Part D.

[11]  D. Svergun,et al.  A practical guide to small angle X‐ray scattering (SAXS) of flexible and intrinsically disordered proteins , 2015, FEBS letters.

[12]  Ruedi Aebersold,et al.  A mass spectrometry– based hybrid method for structural modeling of protein complexes , 2018 .

[13]  M. Dong,et al.  Identification of cross-linked peptides from complex samples , 2012, Nature Methods.

[14]  Chun Tang,et al.  Visualizing the Ensemble Structures of Protein Complexes Using Chemical Cross-Linking Coupled with Mass Spectrometry , 2015, Biophysics reports.

[15]  Chao Liu,et al.  Modeling Protein Excited-state Structures from “Over-length” Chemical Cross-links* , 2016, The Journal of Biological Chemistry.

[16]  Gerald Zon,et al.  Small RNA Library Preparation Method for Next-Generation Sequencing Using Chemical Modifications to Prevent Adapter Dimer Formation , 2016, PloS one.

[17]  Seung Joong Kim,et al.  Integrative structural modeling with small angle X-ray scattering profiles , 2012, BMC Structural Biology.

[18]  R Dustin Schaeffer,et al.  Manual classification strategies in the ECOD database , 2015, Proteins.

[19]  R. Aebersold,et al.  Molecular architecture of the 26S proteasome holocomplex determined by an integrative approach , 2012, Proceedings of the National Academy of Sciences.

[20]  H. Berendsen,et al.  Systematic analysis of domain motions in proteins from conformational change: New results on citrate synthase and T4 lysozyme , 1998, Proteins.

[21]  Si-Min He,et al.  Increasing the Depth of Mass-Spectrometry-Based Structural Analysis of Protein Complexes through the Use of Multiple Cross-Linkers. , 2016, Analytical chemistry.

[22]  Shih-Kang Fan,et al.  Constructing 3D heterogeneous hydrogels from electrically manipulated prepolymer droplets and crosslinked microgels , 2016, Science Advances.

[23]  A. Sali,et al.  Comparative protein structure modeling of genes and genomes. , 2000, Annual review of biophysics and biomolecular structure.

[24]  Ruedi Aebersold,et al.  Mass spectrometry supported determination of protein complex structure. , 2013, Current opinion in structural biology.

[25]  Oliver Brock,et al.  Serum Albumin Domain Structures in Human Blood Serum by Mass Spectrometry and Computational Biology , 2015, Molecular & Cellular Proteomics.

[26]  Gerard J. Kleywegt,et al.  Crystallographic refinement of ligand complexes , 2006, Acta crystallographica. Section D, Biological crystallography.

[27]  Lars Malmström,et al.  Cross-Link Guided Molecular Modeling with ROSETTA , 2013, PloS one.

[28]  H. Berendsen,et al.  Model‐free methods of analyzing domain motions in proteins from simulation: A comparison of normal mode analysis and molecular dynamics simulation of lysozyme , 1997, Proteins.

[29]  Dong Xu,et al.  ThreaDom: extracting protein domain boundary information from multiple threading alignments , 2013, Bioinform..

[30]  R. Aebersold,et al.  Chemical cross-linking/mass spectrometry targeting acidic residues in proteins and protein complexes , 2014, Proceedings of the National Academy of Sciences.

[31]  P. Penczek,et al.  A Primer to Single-Particle Cryo-Electron Microscopy , 2015, Cell.

[32]  Yang Zhang,et al.  The I-TASSER Suite: protein structure and function prediction , 2014, Nature Methods.

[33]  Jian Wang,et al.  ThreaDomEx: a unified platform for predicting continuous and discontinuous protein domains by multiple-threading and segment assembly , 2017, Nucleic Acids Res..