Title :
AUTOMATIC STRUCTURE INTERPRETATION OF SINGLE PARTICLE CRYO-ELECTRON MICROSCOPY: FROM IMAGES TO PSUEDO-ATOMIC MODELS
Author :
Bajaj, Chandrajit L.
Author_Institution :
Dept. of Comput. Sci., Texas Univ., Austin, TX
Abstract :
Three dimensional electron microscopy (EM) and in particular single particle reconstruction using cryo-EM, has rapidly advanced over recent years, such that increasingly several macromolecular complexes can be resolved at sub-nanometer resolution (6-10 Aring). This paper reviews some of the main volumetric image and geometric post-processing steps once a three dimensional EM map (henceforth a 3D map) has been reconstructed from single particle cryo-EM, as essential steps in an enhanced and automated computational structure interpretation pipeline. In particular the paper addresses automated filtering, critical point calculations, symmetric and non-symmetric molecular domain segmentation, and protein secondary structure (alpha-helices and beta-sheets) elucidation from 3D maps
Keywords :
electron microscopy; low-temperature techniques; molecular biophysics; proteins; molecular domain segmentation; particular single particle reconstruction; protein secondary structure; pseudo-atomic models; single particle cryo-electron microscopy; three dimensional electron microscopy; volumetric image; Assembly; Computational geometry; Electron microscopy; Filtering; Image reconstruction; Image resolution; Nonlinear filters; Pipelines; Proteins; Vectors;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on
Conference_Location :
Arlington, VA
Print_ISBN :
1-4244-0672-2
Electronic_ISBN :
1-4244-0672-2
DOI :
10.1109/ISBI.2007.356832