Recovery and Visualization of 3D Structure of Chromosomes from Tomographic Reconstruction Images
The objectives of this work include automatic recovery and visualization of a 3D chromosome structure from a sequence of 2D tomographic reconstruction images taken through the nucleus of a cell. Structure is very important for biologists as it affects chromosome functions, behavior of the cell, and...
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Veröffentlicht in: | EURASIP Journal on Advances in Signal Processing 2006-01, Vol.2006 (1), Article 045684 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | The objectives of this work include automatic recovery and visualization of a 3D chromosome structure from a sequence of 2D tomographic reconstruction images taken through the nucleus of a cell. Structure is very important for biologists as it affects chromosome functions, behavior of the cell, and its state. Analysis of chromosome structure is significant in the detection of diseases, identification of chromosomal abnormalities, study of DNA structural conformation, in-depth study of chromosomal surface morphology, observation of in vivo behavior of the chromosomes over time, and in monitoring environmental gene mutations. The methodology incorporates thresholding based on a histogram analysis with a polyline splitting algorithm, contour extraction via active contours, and detection of the 3D chromosome structure by establishing corresponding regions throughout the slices. Visualization using point cloud meshing generates a 3D surface. The 3D triangular mesh of the chromosomes provides surface detail and allows a user to interactively analyze chromosomes using visualization software. |
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ISSN: | 1687-6180 1110-8657 1687-6172 1687-6180 1687-0433 |
DOI: | 10.1155/ASP/2006/45684 |