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Table 1 Comparison of the properties of different DNA-microarray simulation models described in literature. '+' and '-' indicate availability of the indicated feature in the specified model. Note that the modeling of features in the specific models is usually not the same.

From: SIMAGE: si mulation of DNA-m icroa rray g ene e xpression data

 

Method

SIMAGE, this study

Lalush et al. [23]

Balagurunathan et al. [24]

Lonnstedt et al. [25]

Wierling et al. [26]

GE2

model implementation

tabulated gene expression data

+

-

-

-

-

+

 

modeling of gene networks

-

-

-

-

-

+

 

TIFF output

-

+

+

+

+

-

 

software available

+ [5]

+ 1

-

-

-

+ [27]

 

adjustable model

+

+

+

+

-

+/-

model effects

background surface pattern

+

-

+

-

+

-

 

spot pin / grid effects

+

+

+

-

-

-

 

channel effects

+

-

+

-

-

-

 

non-linearity effects

+

-

+

-

-

+

 

missing data

+

-

+

-

-

-

 

'fishtailing'

+

-

+

-

-

+

 

spot shape / size

-

+

+

-

-

-

  1. 1) C++ code available from author.