cDNA Microarray Data Normalization

Document Type: Research Paper

Authors

Department of Biostatistics, Faculty of Medical Sciences, Tarbiat Modarres University, P.O.Box: 14115-331, Tehran, I.R. Iran.

Abstract

Normalization process is a set of operations whereby systematic biases are removed from microarray data.
Therefore researcher can attain acceptable results and have more logic comparisons. This process considering
the bias constructions and the effects on microarray is recognizable and applicable. Examples
of this process are spatial correction, background correction, rescaling, dye effect and within slide normalization. Spot intensity standard deviation is decreased by that normalization processes, and confidence to the microarray data analysis outcomes is increased. This paper describes all of these methods. In addition it contains the examples of a real dual channel cDNA microarray experiment to illustrate normalization process.

Keywords