The Transform Class in SPARX and EMAN2.

We describe the Transform Class in SPARX/EMAN2 that is designed to handle rigid body motions of two- and three-dimensional data. We describe relationships between Eulerian angles conventions used in different electron microscopy software packages, as well as give examples of the simple scripts that execute conversions of Eulerian angles between these packages and handle other related tasks. The Transform Class is also responsible for generating point-group symmetry operations as well as generating quasi-evenly distributed points on the sphere (which is used in creating reference projections for structure refinement procedures in single particle reconstruction). We discuss how this is carried out internally in the code, and how symmetry operations are accessed through the SPARX interactive interface. We present a comprehensive description of symmetry operations for all point-group symmetries, as implemented in the class. Finally, we provide solutions to a number of typical problems associated with rotation operations-alignment of markers for dual-axis tomography, delineations of asymmetric subunits, quasi-uniform distribution of projection directions and such, and provide examples how these problems are solved using operations in the Transform Class.

[1]  Joachim Frank,et al.  SPIDER—A modular software system for electron image processing , 1981 .

[2]  N Grigorieff,et al.  Three-dimensional structure of bovine NADH:ubiquinone oxidoreductase (complex I) at 22 A in ice. , 1998, Journal of molecular biology.

[3]  D. J. De Rosier,et al.  Reconstruction of Three Dimensional Structures from Electron Micrographs , 1968, Nature.

[4]  W Chiu,et al.  EMAN: semiautomated software for high-resolution single-particle reconstructions. , 1999, Journal of structural biology.

[5]  J. Frank,et al.  The ribosome at improved resolution: new techniques for merging and orientation refinement in 3D cryo-electron microscopy of biological particles. , 1994, Ultramicroscopy.

[6]  Robert J. Renka,et al.  Algorithm 772: STRIPACK: Delaunay triangulation and Voronoi diagram on the surface of a sphere , 1997, TOMS.

[7]  Berthold K. P. Horn,et al.  Closed-form solution of absolute orientation using unit quaternions , 1987 .

[8]  J. W. Humberston Classical mechanics , 1980, Nature.

[9]  Karl J. Friston,et al.  Human Brain Function , 1997 .

[10]  M van Heel,et al.  A new generation of the IMAGIC image processing system. , 1996, Journal of structural biology.

[11]  R A Crowther,et al.  MRC image processing programs. , 1996, Journal of structural biology.

[12]  Marin van Heel,et al.  IMAGIC - A FAST, FLEXIBLE AND FRIENDLY IMAGE-ANALYSIS SOFTWARE SYSTEM , 1981 .

[13]  E. Saff,et al.  Distributing many points on a sphere , 1997 .

[14]  J. Frank,et al.  Double-tilt electron tomography. , 1995, Ultramicroscopy.

[15]  A Leith,et al.  SPIDER and WEB: processing and visualization of images in 3D electron microscopy and related fields. , 1996, Journal of structural biology.

[16]  J Bernard Heymann,et al.  Visualization of the Binding of Hsc70 ATPase to Clathrin Baskets , 2005, Journal of Biological Chemistry.

[17]  A. Klug,et al.  Three Dimensional Reconstructions of Spherical Viruses by Fourier Synthesis from Electron Micrographs , 1970, Nature.

[18]  Mónica Chagoyen,et al.  Common conventions for interchange and archiving of three-dimensional electron microscopy information in structural biology. , 2005, Journal of structural biology.

[19]  Michael C. Lawrence,et al.  Least-Squares Method of Alignment Using Markers , 1992 .

[20]  Berthold K. P. Horn,et al.  Closed-form solution of absolute orientation using orthonormal matrices , 1988 .

[21]  R. Bracewell Strip Integration in Radio Astronomy , 1956 .

[22]  Atsuyuki Okabe,et al.  Spatial Tessellations: Concepts and Applications of Voronoi Diagrams , 1992, Wiley Series in Probability and Mathematical Statistics.