Digital Image Analysis

The comparative genome hybridization allows the measurement of copy-number changes on a genome wide level. This method is useful for finding gene amplification and deletions.

Keywords: CGH evaluation; 24-color karyotyping analysis; automated spot counting in interphase cytogenetics; Voronoi tessellation; 3D reconstruction; automation in cytogenetics

Figure 1. Scheme of one chromosome (left) and the corresponding comparative genomic hybridization (CGH) ratio profile (right). Based on labeling of control deoxyribonucleic acid (DNA) with a red dye and test DNA with a green dye, a fictive green:red ratio profile is shown. Ratios that deviate from 1.0 (in the middle of the ratio profile) correspond to red or green signals, whereas those ratios with low variation from 1.0 correspond to the yellow color.
Figure 2. (a) Metaphase spread from lung cancer cells labeled by multiplex fluorescence in situ hybridization (M-FISH). (b) Color information of each chromosome corresponds to a conical cluster in the five-dimensional color space. (c,d) Based on this color information, the chromosomes were classified (c) and automatically karyotyped (d) (for details see Saracoglu et al., 2001).
Figure 3. Reconstruction by Voronoi tessellation. In a human cell nucleus, two different pairs of chromosomes were labeled by interphase fluorescence in situ hybridization (FISH). After optical serial sectioning by confocal laser microscopy, the three-dimensional (3D) image stack was tessellated into Voronoi polyhedras. The 3D reconstruction was visualized by surface-based ray tracing (for details see Eils et al., 1996).
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 References
    book Eils R and Sätzler K (1998) "Shape reconstruction from volumetric data". In: Jähne B, Haussecker H and Geissler P (eds.) Handbook of Computer Vision and Applications, vol. 2, pp. 791–815.
    Eils R, Dietzel S, Bertin E, et al. (1996) Three-dimensional reconstruction of painted human interphase chromosomes: active and inactive X-chromosome territories have similar volumes but differ in shape and surface structure. Journal of Cell Biology 135: 1427–1440.
    Eils R, et al. (1998) An optimized and fully automated system for fast and accurate identification of chromosomal rearrangements by multiplex-FISH (M-FISH). Cell Genetics and Cytogenetics 82: 160–171.
    Lichter P (1997) Multicolor FISHing: what's the catch? Trends in Genetics 13: 475–479.
    book Okabe B, Boots B and Suguhara K (1992) Spatial Tesselations – Concepts and Applications of Voronoi Diagrams. New York, NY: John Wiley.
    Ortiz de Solorzano C, Santos A, Vallcorba I, et al. (1998) Automated FISH spot counting in interphase nuclei: statistical validation and data correction. Cytometry 31: 93–99.
    Saracoglu K, Brown J, Kearney L, et al. (2001) New concepts to improve resolution and sensitivity of molecular cytogenetic diagnostics by multicolor-FISH. Cytometry 44: 7–15.
    Speicher MR, et al. (1996) Karyotyping human chromosomes by combinatorial multi-fluor FISH. Nature Genetics 12: 368–375.
    book Watt A and Watt M (1992) Advanced Animation and Rendering Techniques. New York, NY: Addison-Wesley.
 Further Reading
    book Jähne B (2001) Digital Image Processing. Heidelberg: Springer.
    book Jain KJ (1989) Fundamentals of Digital Image Processing. New York, NY: Prentice-Hall.
    Kallioniemi A, Kallioniemi OP, Sudar D, et al. (1992) Comparative genomic hybridization for molecular cytogenetic analysis of solid tumors. Science 258: 818–821.
    book Lundsteen C and Piper J (1989) Automation of Cytogenetics. Berlin: Springer.
    du Manoir S, Kallioniemi OP, Lichter P, et al. (1995) Hardware and software requirements for quantitative analysis of comparative genomic hybridization. Cytometry 19: 4–9.
    Vrolijk H, Sloos WC, van de Rijke FM, et al. (1996) Automation of spot counting in interphase cytogenetics using brightfield microscopy. Cytometry 24: 158–166.
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Eils, Roland, and Conrad, Christian(Jan 2006) Digital Image Analysis. In: eLS. John Wiley & Sons Ltd, Chichester. http://www.els.net [doi: 10.1038/npg.els.0005781]