Nanoscale structural features determined by AFM for single virus particles.

In this work, we propose "single-image analysis", as opposed to multi-image averaging, for extracting valuable information from AFM images of single bio-particles. This approach allows us to study molecular systems imaged by AFM under general circumstances without restrictions on their structural forms. As feature exhibition is a resolution correlation, we have performed AFM imaging on surfaces of tobacco mosaic virus (TMV) to demonstrate variations of structural patterns with probing resolution. Two AFM images were acquired with the same tip at different probing resolutions in terms of pixel width, i.e., 1.95 and 0.49 nm per pixel. For assessment, we have constructed an in silico topograph based on the three-dimensional crystal structure of TMV as a reference. The prominent artifacts observed in the AFM-determined shape of TMV were attributed to tip convolutions. The width of TMV rod was systematically overestimated by ~10 nm at both probing resolutions of AFM. Nevertheless, the effects of tip convolution were less severe in vertical orientation so that the estimated height of TMV by AFM imaging was in close agreement with the in silico X-ray topograph. Using dedicated image processing algorithms, we found that at low resolution (i.e., 1.95 nm per pixel), the extracted surface features of TMV can be interpreted as a partial or full helical repeat (three complete turns with ~7.0 nm in length), while individual protein subunits (~2.5 nm) were perceivable only at high resolution. The present study shows that the scales of revealed structural features in AFM images are subject to both probing resolution and processing algorithms for image analysis.

[1]  John B. Shoven,et al.  I , Edinburgh Medical and Surgical Journal.

[2]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[3]  R. Horne,et al.  Electron microscopy of tobacco mosaic virus prepared with the aid of negative staining-carbon film techniques. , 1976, The Journal of general virology.

[4]  K. Holmes,et al.  Structure of RNA and RNA binding site in tobacco mosaic virus from 4-Å map calculated from X-ray fibre diagrams , 1977, Nature.

[5]  P. Butler,et al.  The current picture of the structure and assembly of tobacco mosaic virus. , 1984, The Journal of general virology.

[6]  Keiichi Namba,et al.  Structure of tobacco mosaic virus at 3.6 A resolution: implications for assembly. , 1986, Science.

[7]  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.

[8]  R Balhorn,et al.  Tip-radius-induced artifacts in AFM images of protamine-complexed DNA fibers. , 1992, Ultramicroscopy.

[9]  A. Stemmer,et al.  Ambient-pressure scanning probe microscopy of 2D regular protein arrays , 1992 .

[10]  E. Katchalski‐Katzir,et al.  Molecular surface recognition: determination of geometric fit between proteins and their ligands by correlation techniques. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[11]  R. Emch,et al.  Scanning force microscopy and cryo-electron microscopy of tobacco mosaic virus as a test specimen. , 1992, Ultramicroscopy.

[12]  A. Engel,et al.  Reproducible acquisition of Escherichia coli porin surface topographs by atomic force microscopy. , 1994, Biophysical journal.

[13]  Z. Shao,et al.  Biological atomic force microscopy: what is achieved and what is needed , 1996 .

[14]  Z. Shao,et al.  The effect of deformation on the lateral resolution of atomic force microscopy , 1996, Journal of microscopy.

[15]  Y. Drygin,et al.  Atomic force microscopy examination of tobacco mosaic virus and virion RNA , 1998, FEBS letters.

[16]  P. Butler,et al.  Self-assembly of tobacco mosaic virus: the role of an intermediate aggregate in generating both specificity and speed. , 1999, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[17]  E. Getzoff,et al.  Three-dimensional Model of Coagulation Factor Va Bound to Activated Protein C , 2000, Thrombosis and Haemostasis.

[18]  E. Egelman A robust algorithm for the reconstruction of helical filaments using single-particle methods. , 2000, Ultramicroscopy.

[19]  Kevin Barraclough,et al.  I and i , 2001, BMJ : British Medical Journal.

[20]  A. Engel,et al.  Two‐dimensional crystals: a powerful approach to assess structure, function and dynamics of membrane proteins , 2001, FEBS letters.

[21]  Joachim Frank,et al.  Electron microscopy of functional ribosome complexes. , 2003, Biopolymers.

[22]  J. Hörber,et al.  Scanning Probe Evolution in Biology , 2003, Science.

[23]  Jean-Luc Pellequer,et al.  Multi‐template approach to modeling engineered disulfide bonds , 2006, Proteins.

[24]  M J Doktycz,et al.  Automated image analysis of atomic force microscopy images of rotavirus particles. , 2006, Ultramicroscopy.

[25]  Jean-Luc Pellequer,et al.  Past, present and future of atomic force microscopy in life sciences and medicine , 2007, Journal of molecular recognition : JMR.

[26]  N. Grigorieff,et al.  High-resolution electron microscopy of helical specimens: a fresh look at tobacco mosaic virus. , 2007, Journal of molecular biology.

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

[28]  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.

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

[30]  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.

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

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

[33]  Shu‐wen W. Chen,et al.  Single and multiple bonds in (strept)avidin–biotin interactions , 2011, Journal of molecular recognition : JMR.

[34]  Simon Scheuring,et al.  Biological AFM: where we come from – where we are – where we may go , 2011, Journal of molecular recognition : JMR.

[35]  Y. J. Chen,et al.  Removal of Non-uniform Stripe Noises from AFM Images , 2012, 2012 International Conference on Biomedical Engineering and Biotechnology.

[36]  Jean-Luc Pellequer,et al.  Computational reconstruction of multidomain proteins using atomic force microscopy data. , 2012, Structure.

[37]  W. Marsden I and J , 2012 .

[38]  D. Fotiadis Atomic force microscopy for the study of membrane proteins. , 2012, Current opinion in biotechnology.

[39]  Thomas Boudier,et al.  Software for drift compensation, particle tracking and particle analysis of high‐speed atomic force microscopy image series , 2012, Journal of molecular recognition : JMR.

[40]  Séverine Coquoz,et al.  Large-scale analysis of high-speed atomic force microscopy data sets using adaptive image processing , 2012, Beilstein journal of nanotechnology.

[41]  L. Vellutini,et al.  Functionalized hydrogen-bonding self-assembled monolayers grafted onto SiO2 substrates. , 2012, Langmuir : the ACS journal of surfaces and colloids.

[42]  Jean-Luc Pellequer,et al.  Adepth: new representation and its implications for atomic depths of macromolecules , 2013, Nucleic Acids Res..