Computational reconstruction of multidomain proteins using atomic force microscopy data.

Classical structural biology techniques face a great challenge to determine the structure at the atomic level of large and flexible macromolecules. We present a novel methodology that combines high-resolution AFM topographic images with atomic coordinates of proteins to assemble very large macromolecules or particles. Our method uses a two-step protocol: atomic coordinates of individual domains are docked beneath the molecular surface of the large macromolecule, and then each domain is assembled using a combinatorial search. The protocol was validated on three test cases: a simulated system of antibody structures; and two experimentally based test cases: Tobacco mosaic virus, a rod-shaped virus; and Aquaporin Z, a bacterial membrane protein. We have shown that AFM-intermediate resolution topography and partial surface data are useful constraints for building macromolecular assemblies. The protocol is applicable to multicomponent structures connected in the polypeptide chain or as disjoint molecules. The approach effectively increases the resolution of AFM beyond topographical information down to atomic-detail structures.

[1]  Alexandre M. J. J. Bonvin,et al.  Building Macromolecular Assemblies by Information-driven Docking , 2010, Molecular & Cellular Proteomics.

[2]  J. Villarrubia Algorithms for Scanned Probe Microscope Image Simulation, Surface Reconstruction, and Tip Estimation , 1997, Journal of research of the National Institute of Standards and Technology.

[3]  A. Engel,et al.  Electron and atomic force microscopy of the trimeric ammonium transporter AmtB , 2004, EMBO reports.

[4]  K Schulten,et al.  VMD: visual molecular dynamics. , 1996, Journal of molecular graphics.

[5]  A. Engel,et al.  Native Escherichia coli OmpF porin surfaces probed by atomic force microscopy. , 1995, Science.

[6]  Dmitri I Svergun,et al.  Analysis of X-ray and neutron scattering from biomacromolecular solutions. , 2007, Current opinion in structural biology.

[7]  Marcus Mueller,et al.  Strategies for crystallization and structure determination of very large macromolecular assemblies. , 2007, Current opinion in structural biology.

[8]  M. Goh,et al.  A novel sample holder allowing atomic force microscopy on transmission electron microscopy specimen grids: repetitive, direct correlation between AFM and TEM images , 2002, Journal of microscopy.

[9]  Dmitri I Svergun,et al.  Common architecture of nuclear receptor heterodimers on DNA direct repeat elements with different spacings , 2011, Nature Structural &Molecular Biology.

[10]  Linhong Deng,et al.  Imaging recognition events between human IgG and rat anti-human IgG by atomic force microscopy. , 2010, International journal of biological macromolecules.

[11]  A. Schenk Structure determination of membrane proteins by electron crystallography , 2007 .

[12]  Zhifeng Shao,et al.  Vertical collapse of a cytolysin prepore moves its transmembrane β‐hairpins to the membrane , 2004, The EMBO journal.

[13]  Shu‐wen W. Chen,et al.  DeStripe: frequency-based algorithm for removing stripe noises from AFM images , 2011, BMC Structural Biology.

[14]  D. Czajkowsky,et al.  The human IgM pentamer is a mushroom-shaped molecule with a flexural bias , 2009, Proceedings of the National Academy of Sciences.

[15]  John E. Johnson,et al.  Synergy of NMR, computation, and X-ray crystallography for structural biology. , 2009, Structure.

[16]  Wenjun Zheng,et al.  Accurate flexible fitting of high-resolution protein structures into cryo-electron microscopy maps using coarse-grained pseudo-energy minimization. , 2011, Biophysical journal.

[17]  Shu‐wen W. Chen,et al.  Identification of functionally important residues in proteins using comparative models. , 2004, Current medicinal chemistry.

[18]  Christian Dietz,et al.  Nanomechanical coupling enables detection and imaging of 5 nm superparamagnetic particles in liquid , 2011, Nanotechnology.

[19]  Z. Zhou,et al.  Towards atomic resolution structural determination by single-particle cryo-electron microscopy. , 2008, Current opinion in structural biology.

[20]  Jeffrey J. Gray,et al.  Toward a structure determination method for biomineral-associated protein using combined solid- state NMR and computational structure prediction. , 2010, Structure.

[21]  M. Borgnia,et al.  High resolution AFM topographs of the Escherichia coli water channel aquaporin Z , 1999, The EMBO journal.

[22]  M. Golczak,et al.  Annexin-A6 presents two modes of association with phospholipid membranes. A combined QCM-D, AFM and cryo-TEM study. , 2009, Journal of structural biology.

[23]  Frank Alber,et al.  Integrating diverse data for structure determination of macromolecular assemblies. , 2008, Annual review of biochemistry.

[24]  B. Böttcher,et al.  Precise mapping of subunits in multiprotein complexes by a versatile electron microscopy label , 2010, Nature Structural &Molecular Biology.

[25]  L. J. Harris,et al.  Refined structure of an intact IgG2a monoclonal antibody. , 1997, Biochemistry.

[26]  Baldomero Oliva,et al.  How different from random are docking predictions when ranked by scoring functions? , 2010, Proteins.

[27]  Robert M Stroud,et al.  Architecture and Selectivity in Aquaporins: 2.5 Å X-Ray Structure of Aquaporin Z , 2003, PLoS biology.

[28]  J. Ubbink,et al.  Probing bacterial interactions: integrated approaches combining atomic force microscopy, electron microscopy and biophysical techniques. , 2005, Micron.

[29]  Thomas Boudier,et al.  Structural information, resolution, and noise in high-resolution atomic force microscopy topographs. , 2009, Biophysical journal.

[30]  G. Hummer,et al.  SAXS ensemble refinement of ESCRT-III CHMP3 conformational transitions. , 2011, Structure.

[31]  Lewis Y. Geer,et al.  CDART: protein homology by domain architecture. , 2002, Genome research.

[32]  J. Griffin,et al.  Characterization of a Factor Xa Binding Site on Factor Va near the Arg-506 Activated Protein C Cleavage Site* , 2007, Journal of Biological Chemistry.

[33]  T. Kawabata Multiple Subunit Fitting into a Low-Resolution Density Map of a Macromolecular Complex Using a Gaussian Mixture Model , 2008, Biophysical journal.

[34]  Simon Scheuring,et al.  Structure of the Dimeric PufX-containing Core Complex of Rhodobacter blasticus by in Situ Atomic Force Microscopy* , 2005, Journal of Biological Chemistry.

[35]  Michael Levitt,et al.  Super-resolution biomolecular crystallography with low-resolution data , 2010, Nature.

[36]  Ultra‐high resolution imaging of DNA and nucleosomes using non‐contact atomic force microscopy , 2005, FEBS letters.

[37]  M. Tsukada,et al.  Submolecular-scale imaging of α-helices and C-terminal domains of tubulins by frequency modulation atomic force microscopy in liquid. , 2011, Biophysical journal.

[38]  Ben M. Webb,et al.  Integrative Structure Modeling of Macromolecular Assemblies from Proteomics Data* , 2010, Molecular & Cellular Proteomics.

[39]  L. T. Ten Eyck,et al.  Protein docking using continuum electrostatics and geometric fit. , 2001, Protein engineering.

[40]  Marc Faucher,et al.  Self-assembled single wall carbon nanotube field effect transistors and AFM tips prepared by hot filament assisted CVD , 2006 .

[41]  A. Ikai,et al.  THE STRUCTURE DIFFERENCE OF PROTEINS ISOLATED ON SUBSTRATE WITH DIFFERENT TECHNIQUES AS STUDIED BY THE ATOMIC FORCE MICROSCOPE , 2006 .

[42]  M. V. Van Regenmortel,et al.  Structure-activity relationships in peptide-antibody complexes: implications for epitope prediction and development of synthetic peptide vaccines. , 2009, Current medicinal chemistry.

[43]  Andrej Sali,et al.  Inferential optimization for simultaneous fitting of multiple components into a CryoEM map of their assembly. , 2009, Journal of molecular biology.

[44]  Shao,et al.  AFM tips: how sharp are they? , 1999, Journal of microscopy.

[45]  J. Pellequer,et al.  Tobacco mosaic virus as an AFM tip calibrator , 2011, Journal of molecular recognition : JMR.

[46]  R. Huber,et al.  Structural analysis of human IgG-Fc glycoforms reveals a correlation between glycosylation and structural integrity. , 2003, Journal of molecular biology.

[47]  Ansgar Philippsen,et al.  Imaging the electrostatic potential of transmembrane channels: atomic probe microscopy of OmpF porin. , 2002, Biophysical journal.

[48]  Thomas Boudier,et al.  From high-resolution AFM topographs to atomic models of supramolecular assemblies. , 2007, Journal of structural biology.

[49]  Wah Chiu,et al.  Zernike phase contrast cryo-electron microscopy and tomography for structure determination at nanometer and subnanometer resolutions. , 2010, Structure.

[50]  Roland L Dunbrack,et al.  Outcome of a workshop on applications of protein models in biomedical research. , 2009, Structure.

[51]  T. Gonen,et al.  Fragment-based phase extension for three-dimensional structure determination of membrane proteins by electron crystallography. , 2011, Structure.

[52]  C. Ponting,et al.  The natural history of protein domains. , 2002, Annual review of biophysics and biomolecular structure.

[53]  B. Chait,et al.  Determining the architectures of macromolecular assemblies , 2007, Nature.

[54]  David A. Lee,et al.  PSI-2: structural genomics to cover protein domain family space. , 2009, Structure.

[55]  Gerber,et al.  Atomic Force Microscope , 2020, Definitions.

[56]  M. Helmer-Citterich,et al.  Structural studies on an inhibitory antibody against Thermus aquaticus DNA polymerase suggest mode of inhibition. , 1998, Protein Engineering.

[57]  G. Stubbs,et al.  Structure of the U2 strain of tobacco mosaic virus refined at 3.5 A resolution using X-ray fiber diffraction. , 1992, Journal of molecular biology.