Optimizing stringency for expression microarrays.
While several studies have reported methods to optimize expression microarray protocols, none have dealt directly with hybridization wash stringency. We designed a series of experiments to determine the optimal stringency conditions for microarray experiments, using reproducibility and magnitudes of log2 (test/reference) ratio values as measures of quality. Low-stringency wash conditions of cell line hybridizations led to nonspecific binding, resulting in increased intensities, decreased magnitude of ratios, and poor reproducibility. Relatively high-stringency wash conditions were found to give the best reproducibility and large magnitude ratio changes, although increasing the stringency beyond this point led to lower magnitude ratios and poorer reproducibility. The expression levels of the ERBB2 oncogene in the BT474 versus MCF7 cell lines showed that high-stringency wash conditions gave the best agreement with real-time quantitative PCR, although the magnitude of the changes by microarray was smaller than for real-time quantitative PCR. Analysis of a series of cell lines washed at the optimized stringency indicated that the rank order of relative expression levels for ERBB2 microarray clones agreed well with the rank order of ERBB2 levels, as measured by quantitative PCR. These results indicate that the optimization of stringency conditions will improve microarray reproducibility and give more representative expression values.
Korkola
James E
JE
University of California San Francisco, San Francisco, CA, USA.
Estep
Anne L
AL
Pejavar
Sunanda
S
DeVries
Sandy
S
Jensen
Ronald
R
Waldman
Frederic M
FM
D016477:Artifacts; D066246:ErbB Receptors; D020869:Gene Expression Profiling / Q000379:methods*; D006023:Glycoproteins / Q000235:genetics; D006801:Humans; D009369:Neoplasms / Q000235:genetics; D015341:Nucleic Acid Probes / Q000737:chemistry*; D020411:Oligonucleotide Array Sequence Analysis / Q000379:methods*; D011786:Quality Control; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity
D006023:Glycoproteins; D015341:Nucleic Acid Probes; C512478:EGFR protein, human; D066246:ErbB Receptors