TxBR montage reconstruction for large field electron tomography.

Electron tomography (ET) has been proven an essential technique for imaging the structure of cells beyond the range of the light microscope down to the molecular level. Large-field high-resolution views of biological specimens span more than four orders of magnitude in spatial scale, and, as a consequence, are rather difficult to generate directly. Various techniques have been developed towards generating those views, from increasing the sensor array size to implementing serial sectioning and montaging. Datasets and reconstructions obtained by the latter techniques generate multiple three-dimensional (3D) reconstructions, that need to be combined together to provide all the multiscale information. In this work, we show how to implement montages within TxBR, a tomographic reconstruction software package. This work involves some new application of mathematical concepts related to volume preserving transformations and issues of gauge ambiguity, which are essential problems arising from the nature of the observation in an electron microscope. The purpose of TxBR is to handle those issues as generally as possible in order to correct for most distortions in the 3D reconstructions and allow for a seamless recombination of ET montages.

[1]  Tao Ju,et al.  3D volume reconstruction of a mouse brain from histological sections using warp filtering , 2006, Journal of Neuroscience Methods.

[2]  Brad J Marsh,et al.  Lessons from tomographic studies of the mammalian Golgi. , 2005, Biochimica et biophysica acta.

[3]  W. Denk,et al.  Serial Block-Face Scanning Electron Microscopy to Reconstruct Three-Dimensional Tissue Nanostructure , 2004, PLoS biology.

[4]  Albert F. Lawrence,et al.  Non-linear Bundle Adjustment for Electron Tomography , 2009, 2009 WRI World Congress on Computer Science and Information Engineering.

[5]  David N. Mastronarde,et al.  Fiducial Marker and Hybrid Alignment Methods for Single- and Double-axis Tomography , 2007 .

[6]  Mark Ellisman,et al.  Design of a New 8k x 8k Lens Coupled Detector for Wide-field, High-resolution Transmission Electron Microscopy , 2005, Microscopy and Microanalysis.

[7]  P. Wilson,et al.  DISCRIMINANTS, RESULTANTS AND MULTIDIMENSIONAL DETERMINANTS (Mathematics: Theory and Applications) , 1996 .

[8]  Christian Suloway,et al.  Fully automated, sequential tilt-series acquisition with Leginon. , 2009, Journal of structural biology.

[9]  Brad J Marsh,et al.  Reconstructing mammalian membrane architecture by large area cellular tomography. , 2007, Methods in cell biology.

[10]  Mohammad H. Mahoor,et al.  Fast image blending using watersheds and graph cuts , 2009, Image Vis. Comput..

[11]  V. Lučić,et al.  Structural studies by electron tomography: from cells to molecules. , 2005, Annual review of biochemistry.

[12]  Mark H. Ellisman,et al.  Three-Dimensional Reconstruction of Serial Mouse Brain Sections: Solution for Flattening High-Resolution Large-Scale Mosaics , 2011, Front. Neuroanat..

[13]  David N. Mastronarde Tomographic Reconstruction with the IMOD Software Package , 2006, Microscopy and Microanalysis.

[14]  A. Lawrence,et al.  Tomography of Large Format Electron Microscope Tilt Series: Image Alignment and Volume Reconstruction , 2008, 2008 Congress on Image and Signal Processing.

[15]  David N Mastronarde,et al.  Automated electron microscope tomography using robust prediction of specimen movements. , 2005, Journal of structural biology.

[16]  Salvatore Lanzavecchia,et al.  Simultaneous alignment of dual-axis tilt series. , 2010, Journal of structural biology.

[17]  D. Mastronarde,et al.  Supermontaging: Reconstructing Large Cellular Volumes by Stitching Together Laterally Adjacent Tomograms , 2008, Microscopy and Microanalysis.

[18]  Sebastien Phan,et al.  Serial reconstruction and montaging from large-field electron microscope tomograms , 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[19]  Martin Capek,et al.  Volume reconstruction of large tissue specimens from serial physical sections using confocal microscopy and correction of cutting deformations by elastic registration , 2009, Microscopy research and technique.

[20]  Kai Zhang,et al.  Three-dimensional reconstruction using an adaptive simultaneous algebraic reconstruction technique in electron tomography. , 2011, Journal of Structural Biology.

[21]  Mark H Ellisman,et al.  Transform-based backprojection for volume reconstruction of large format electron microscope tilt series. , 2006, Journal of structural biology.

[22]  José María Carazo,et al.  Marker-free image registration of electron tomography tilt-series , 2009, BMC Bioinformatics.

[23]  Thomas Boudier,et al.  Multiple‐axis tomography: applications to basal bodies from Paramecium tetraurelia , 2006, Biology of the cell.

[24]  Florian Beck,et al.  Computer controlled cryo-electron microscopy--TOM² a software package for high-throughput applications. , 2011, Journal of structural biology.

[25]  David A. Agard,et al.  PRIISM: an integrated system for display and analysis of 3-D microscope images , 1992, Electronic Imaging.

[26]  D. Mastronarde Dual-axis tomography: an approach with alignment methods that preserve resolution. , 1997, Journal of structural biology.

[27]  U-D Braumann,et al.  Large histological serial sections for computational tissue volume reconstruction. , 2007, Methods of information in medicine.

[28]  G A Zampighi,et al.  Conical tomography II: A method for the study of cellular organelles in thin sections. , 2005, Journal of structural biology.

[29]  J R Kremer,et al.  Computer visualization of three-dimensional image data using IMOD. , 1996, Journal of structural biology.

[30]  John W Sedat,et al.  Automated acquisition of electron microscopic random conical tilt sets. , 2007, Journal of structural biology.

[31]  B. Sturmfels SOLVING SYSTEMS OF POLYNOMIAL EQUATIONS , 2002 .

[32]  Mark Horowitz,et al.  Markov random field based automatic image alignment for electron tomography. , 2007, Journal of structural biology.

[33]  J. Mancuso,et al.  Automatic acquisition of large amounts of 3D data at the ultrastructural level, using serial block face scanning electron microscopy , 2008 .

[34]  John E. Johnson,et al.  Visualizing flock house virus infection in Drosophila cells with correlated fluorescence and electron microscopy. , 2008, Journal of structural biology.

[35]  John A.G. Briggs,et al.  Correlated fluorescence and 3D electron microscopy with high sensitivity and spatial precision , 2011, The Journal of cell biology.

[36]  Brad J Marsh,et al.  Expedited approaches to whole cell electron tomography and organelle mark-up in situ in high-pressure frozen pancreatic islets. , 2008, Journal of structural biology.

[37]  Giovanni Cardone,et al.  A resolution criterion for electron tomography based on cross-validation. , 2005, Journal of structural biology.

[38]  I. M. Gelʹfand,et al.  Discriminants, Resultants, and Multidimensional Determinants , 1994 .

[39]  Mark H. Ellisman,et al.  Serial Section Electron Tomography: A Method for Three-Dimensional Reconstruction of Large Structures , 1994, NeuroImage.

[40]  M E Martone,et al.  Automated microscopy system for mosaic acquisition and processing , 2006, Journal of microscopy.

[41]  Carlos Oscar Sánchez Sorzano,et al.  TomoJ: tomography software for three-dimensional reconstruction in transmission electron microscopy , 2007, BMC Bioinformatics.

[42]  C. Antony,et al.  Whole-cell investigation of microtubule cytoskeleton architecture by electron tomography. , 2007, Methods in cell biology.

[43]  J M Carazo,et al.  XMIPP: a new generation of an open-source image processing package for electron microscopy. , 2004, Journal of structural biology.

[44]  Peter Bajcsy,et al.  Trajectory fusion for three-dimensional volume reconstruction , 2008, Comput. Vis. Image Underst..

[45]  Giovanni Cardone,et al.  Computational resources for cryo-electron tomography in Bsoft. , 2008, Journal of structural biology.