Published 2005-06-01
Keywords
- DNA gels,
- electrophoresis,
- distance maps,
- autocorrelation,
- digital image processing
How to Cite
Abstract
DNA gels analysis plays an important role in the genetics ofpopulation and genetic disordersdiagnosis studies. The main purpose ofthis procedure is to determine the size (measured in basepairs) ofeveryfragment, or at leastsome ofthem, ofDNA present in the gel, a process which untilnow, is carried out manually in the Genetics Laboratory ofthe UniversidadIndustrial de Santander.This paper describes a procedure, based on digital image processing techniques, that leads tosegmentation and bands (DNA fragments) detection on the digital image, previously acquired,with the help ofprocedures such as autocorrelation and distance maps estimation. This procedureis a completely new approach to DNA electrophoresis gels analysis; the algorithm is more robustand precise than previous works developed, and it also offers the same (and sometimes better)performance offered by some commercial software evaluated.
Downloads
References
MACHADO, A. M.; CAMPOS, M. F.; SIQUEIRA, A. M. y CARVALHO, O. S. An iterative algorithm for segrnenting lane singel electrophoresis images. Proceeding son the X Brazilian Symposiumon Computer Graphics and lmage Processing. Octubre 17 de 1997. Páginas 140-146.
AGARWAL, A .; SRlNIVASMANOHAR, C. y PUJARl, A. K. ldentification of lanes and bands in DNA autoradiogramimages. Proceedings of lhe RC-IEEE-EMBS&14 "BMESI. Febrero 18 de 1995. Páginas PSI-PS2.
YE, X.; SUEN,C. Y.; CHERIET, M. y WANG, E. A recent development inimage analysis of electrophoresis gels. Vision Interface'99. Trois- Riviéres, Canada, Mayo de 1999. Páginas. 432-438.
CHENG, W. Z.; YEN, K. S.; LlN, C. Y.; CHING, Y. T. Y YANG, Y. L. Comparing lanes in the pulsed-field gelelectrophoresis (PFGE) images. Proceedings of the 23"annual EMBS lnternational Conference. Estambul, Turquía, Octubre de 2001. Páginas 2911-2913.
BAJLA, l.; HOLLÁNDER, 1.; BURG, K. y FLUCH, S. A novel approach to quantita live analysis of electrophoreticgel images of DNA fragments. Proceedings of lhe lntemalional Symposium on Biomedical Imaging. 2002. Páginas 899-902.
RUSS, J.C. The image process in ghand book. Cuarta Edición. Editorial CRC Press& IEEE Press. Boca Raton, Florida. 2002. 744 p.
ZAMPIROLLI, F. de A. y LOTUFFO, R. de A. Classification of the distance transformalion algorithms under the mathematical morphology approach. Proceedings of the 13' "Brasilian Simposium on Computer Graphics and lmage Processing. 2000. Páginas: 292-299
HUANG, C. T. y MITCHELL, O. R. A Euclidean distance transform using gray scale morphology de composition. IEEE transactions on pattern analysis and machine intelligence. Volumen 16, nÚInero 4. Abril de 1994. Páginas 443-448.