Comparison of Amersham and Agilent microarray technologies through quantitative noise analysis.
We carried out a series of replicate experiments on DNA microarrays using two cell lines and two technologies--the Agilent Human 1A Microarray and the GE Amersham Codelink Uniset Human 20K I Bioarray. We demonstrated that quantifying the noise level as a function of signal strength allows identification of the absolute and differential mRNA expression levels at which biological variability can be resolved above measurement noise. This represents a new formulation of a sensitivity threshold that can be used to compare platforms. It was found that the correlation in expression level between platforms is considerably worse than the correlation between replicate measurements taken using the same platform. In addition, we carried out replicate measurements at different stages of sample processing. This novel approach enables us to quantify the noise introduced into the measurements at each step of the experimental protocol. We demonstrated how this information can be used to determine the most efficient means of using replicates to reduce experimental uncertainty.
Held
G A
GA
IBM TJ Watson Research Center, Yorktown Heights, New York, USA. glenn.held@gmail.com
Duggar
Keith
K
Stolovitzky
Gustavo
G
D045744:Cell Line, Tumor; D006801:Humans; D020411:Oligonucleotide Array Sequence Analysis / Q000706:statistics & numerical data