Title of article :
Qualitative assessment of cDNA microarray gene expression data using detrended fluctuation analysis
Author/Authors :
Radhakrishnan Nagarajan، نويسنده , , Meenakshi Upreti، نويسنده , , R.B. Govindan، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2007
Pages :
8
From page :
503
To page :
510
Abstract :
A number of microarray studies assume gene expression data to be independent of one another. In this report, we provide evidence of correlation in cDNA microarray gene expression data using classical power spectral analysis and the sophisticated detrended fluctuation analysis (DFA). Such correlations are shown to be an outcome of geneʹs position on the arrays and immune to pre-processing procedures such as normalization. The results presented encourage DFA as a tool for qualitative assessment of microarray gene expression data prior to inferring differential gene expression.
Journal title :
Physica A Statistical Mechanics and its Applications
Serial Year :
2007
Journal title :
Physica A Statistical Mechanics and its Applications
Record number :
871205
Link To Document :
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