Three color cDNA microarrays: quantitative assessment through the use of fluorescein-labeled probes

被引:46
作者
Hessner, MJ
Wang, XJ
Hulse, K
Meyer, L
Wu, Y
Nye, S
Guo, SW
Ghosh, S
机构
[1] Med Coll Wisconsin, Max McGee Natl Res Ctr Juvenile Diabet, Milwaukee, WI 53226 USA
[2] Childrens Hosp Wisconsin, Milwaukee, WI 53226 USA
关键词
D O I
10.1093/nar/gng014
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Gene expression studies using microarrays have great potential to generate new insights into human disease pathogenesis, but data quality remains a major obstacle. In particular, there does not exist a method to determine prior to hybridization whether an array will yield high quality data, given good study design and target preparation. We have solved this problem through development of a three-color cDNA microarray platform where printed probes are fluorescein labeled, but are spectrally compatible with Cy3 and Cy5 dye-labeled targets when using confocal laser scanners possessing narrow bandwidths. This approach enables prehybridization evaluation of array/spot morphology, DNA deposition and retention and background levels. By using these measurements and the intra-slide coefficient of variation for fluorescence intensity we show that slides in the same batch are not equivalent and measurable prehybridization parameters can be predictive of hybridization performance as determined by replicate consistency. When hybridizing target derived from two cell lines to high and low quality replicate pairs (n = 50 pairs), a direct and significant relationship between prehybridization signal-to-background noise and post-hybridization reproducibility (R-2 = 0.80, P < 0.001) was observed. We therefore conclude that slide selection based upon prehybridization quality scores will greatly benefit the ability to generate reliable gene expression data.
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页数:6
相关论文
共 19 条
[1]   Analysis of DNA microarrays by non-destructive fluorescent staining using SYBR® green II [J].
Battaglia, C ;
Salani, G ;
Consolandi, C ;
Rossi, L ;
De Bellis, G .
BIOTECHNIQUES, 2000, 29 (01) :78-81
[2]   Delineation of prognostic biomarkers in prostate cancer [J].
Dhanasekaran, SM ;
Barrette, TR ;
Ghosh, D ;
Shah, R ;
Varambally, S ;
Kurachi, K ;
Pienta, KJ ;
Rubin, MA ;
Chinnaiyan, AM .
NATURE, 2001, 412 (6849) :822-826
[3]   Manufacturing DNA microarrays of high spot homogeneity and reduced background signal [J].
Diehl, Frank ;
Grahlmann, Susanne ;
Beier, Markus ;
Hoheisel, Joerg D. .
NUCLEIC ACIDS RESEARCH, 2001, 29 (07)
[4]   Robust and efficient synthetic method for forming DNA microarrays [J].
Dolan, PL ;
Wu, Y ;
Ista, LK ;
Metzenberg, RL ;
Nelson, MA ;
Lopez, GP .
NUCLEIC ACIDS RESEARCH, 2001, 29 (21) :107-107
[5]  
Eisen MB, 1999, METHOD ENZYMOL, V303, P179
[6]   Diversity of gene expression in adenocarcinoma of the lung [J].
Garber, ME ;
Troyanskaya, OG ;
Schluens, K ;
Petersen, S ;
Thaesler, Z ;
Pacyna-Gengelbach, M ;
van de Rijn, M ;
Rosen, GD ;
Perou, CM ;
Whyte, RI ;
Altman, RB ;
Brown, PO ;
Botstein, D ;
Petersen, I .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (24) :13784-13789
[7]   Gene-expression profiles in hereditary breast cancer. [J].
Hedenfalk, I ;
Duggan, D ;
Chen, YD ;
Radmacher, M ;
Bittner, M ;
Simon, R ;
Meltzer, P ;
Gusterson, B ;
Esteller, M ;
Kallioniemi, OP ;
Wilfond, B ;
Borg, Å ;
Trent, J ;
Raffeld, M ;
Yakhini, Z ;
Ben-Dor, A ;
Dougherty, E ;
Kononen, J ;
Bubendorf, L ;
Fehrle, W ;
Pittaluga, S ;
Gruvberger, S ;
Loman, N ;
Johannsoson, O ;
Olsson, H ;
Sauter, G .
NEW ENGLAND JOURNAL OF MEDICINE, 2001, 344 (08) :539-548
[8]  
Hegde P, 2001, CANCER RES, V61, P7792
[9]   A concise guide to cDNA microarray analysis [J].
Hegde, P ;
Qi, R ;
Abernathy, K ;
Gay, C ;
Dharap, S ;
Gaspard, R ;
Hughes, JE ;
Snesrud, E ;
Lee, N ;
Quackenbush, J .
BIOTECHNIQUES, 2000, 29 (03) :548-+
[10]   Betaine improves the PCR amplification of GC-rich DNA sequences [J].
Henke, W ;
Herdel, K ;
Jung, K ;
Schnorr, D ;
Loening, SA .
NUCLEIC ACIDS RESEARCH, 1997, 25 (19) :3957-3958