Human Molecular Genetics, 1999, Vol. 8, No. 9 1715-1722
© 1999 Oxford University Press
Sensitivity issues in DNA array-based expression measurements and performance of nylon microarrays for small samples
TAGC, Institut de Cancérologie et dImmunologie de Marseille: 1CIML Luminy, 13288 Marseille Cedex 9, France, 2Institut Paoli-Calmettes, Marseille, France and 3Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
DNA or oligonucleotide arrays are widely used for large-scale expression measurements, using various implementations: macroarrays in which DNA is spotted onto nylon membranes of relatively large dimensions (with radioactive detection) on the one hand; microarrays on glass slides and oligonucleotide chips, both used with fluorescent probes, on the other hand. Nylon microarrays with colourimetric detection have also been described recently. The small physical dimensions of miniaturized systems allow small hybridization volumes (2100 µl) and provide high probe concentrations, in contrast to macroarrays. We show, however, that actual sensitivity (defined as the amount of sample necessary for detection of a given mRNA species) is in fact similar for all these systems and that this is mostly due to the very different amounts of target material present on the respective arrays. We then demonstrate that the combination of nylon microarrays with 33P-labelled radioactive probes provides 100-fold better sensitivity, making it possible to perform expression profiling experiments using submicrogram amounts of unamplified total RNA from small biological samples. This has important implications in basic and clinical research and makes this alternative approach particularly suitable for groups operating in an academic context.
+ To whom correspondence should be addressed. Tel: +33 4 91 26 94 96; Fax: +33 4 91 26 94 30; Email: jordan{at}ciml.univ-mrs.fr
![]()
CiteULike
Connotea
Del.icio.us What's this?
This article has been cited by other articles:
![]() |
A. Eymery, B. Horard, M. E. Atifi-Borel, G. Fourel, F. Berger, A.-L. Vitte, A. Van den Broeck, E. Brambilla, A. Fournier, M. Callanan, et al. A transcriptomic analysis of human centromeric and pericentric sequences in normal and tumor cells Nucleic Acids Res., October 1, 2009; 37(19): 6340 - 6354. [Abstract] [Full Text] [PDF] |
||||
![]() |
O. Decaux, L. Lode, F. Magrangeas, C. Charbonnel, W. Gouraud, P. Jezequel, M. Attal, J.-L. Harousseau, P. Moreau, R. Bataille, et al. Prediction of Survival in Multiple Myeloma Based on Gene Expression Profiles Reveals Cell Cycle and Chromosomal Instability Signatures in High-Risk Patients and Hyperdiploid Signatures in Low-Risk Patients: A Study of the Intergroupe Francophone du Myelome J. Clin. Oncol., October 10, 2008; 26(29): 4798 - 4805. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. Durand, C. Ferraro-Peyret, S. Selmi-Ruby, C. Paulin, M. El Atifi, F. Berger, N. Berger-Dutrieux, M. Decaussin, J.-L. Peix, C. Bournaud, et al. Evaluation of Gene Expression Profiles in Thyroid Nodule Biopsy Material to Diagnose Thyroid Cancer J. Clin. Endocrinol. Metab., April 1, 2008; 93(4): 1195 - 1202. [Abstract] [Full Text] [PDF] |
||||
![]() |
Y. Le Priol, D. Puthier, C. Lecureuil, C. Combadiere, P. Debre, C. Nguyen, and B. Combadiere High Cytotoxic and Specific Migratory Potencies of Senescent CD8+CD57+ Cells in HIV-Infected and Uninfected Individuals J. Immunol., October 15, 2006; 177(8): 5145 - 5154. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Bertucci, D. Birnbaum, and A. Goncalves Proteomics of Breast Cancer: Principles and Potential Clinical Applications Mol. Cell. Proteomics, October 1, 2006; 5(10): 1772 - 1786. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Bertucci, P. Finetti, J. Rougemont, E. Charafe-Jauffret, V. Nasser, B. Loriod, J. Camerlo, R. Tagett, C. Tarpin, G. Houvenaeghel, et al. Gene Expression Profiling for Molecular Characterization of Inflammatory Breast Cancer and Prediction of Response to Chemotherapy Cancer Res., December 1, 2004; 64(23): 8558 - 8565. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Matsumoto, T. Obayashi, Y. Sasaki-Sekimoto, H. Ohta, K.-i. Takamiya, and T. Masuda Gene Expression Profiling of the Tetrapyrrole Metabolic Pathway in Arabidopsis with a Mini-Array System Plant Physiology, August 1, 2004; 135(4): 2379 - 2391. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. Mocellin, E. Wang, M. Panelli, P. Pilati, and F. M. Marincola DNA Array-Based Gene Profiling in Tumor Immunology Clin. Cancer Res., July 15, 2004; 10(14): 4597 - 4606. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. D. Irwin, G. A. Boorman, M. L. Cunningham, A. N. Heinloth, D. E. Malarkey, and R. S. Paules Application of Toxicogenomics to Toxicology: Basic Concepts in the Analysis of Microarray Data Toxicol Pathol, January 1, 2004; 32(1_suppl): 72 - 83. [Abstract] [PDF] |
||||
![]() |
K. Yoneda, M. M.-J. Chang, K. Chmiel, Y. Chen, and R. Wu Application of High-Density DNA Microarray to Study Smoke- and Hydrogen Peroxide-Induced Injury and Repair in Human Bronchial Epithelial Cells J. Am. Soc. Nephrol., August 1, 2003; 14(90003): S284 - 289. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Magrangeas, V. Nasser, H. Avet-Loiseau, B. Loriod, O. Decaux, S. Granjeaud, F. Bertucci, D. Birnbaum, C. Nguyen, J.-L. Harousseau, et al. Gene expression profiling of multiple myeloma reveals molecular portraits in relation to the pathogenesis of the disease Blood, June 15, 2003; 101(12): 4998 - 5006. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. A. Copland, P. J. Davies, G. L. Shipley, C. G. Wood, B. A. Luxon, and R. J. Urban The Use of DNA Microarrays to Assess Clinical Samples: The Transition from Bedside to Bench to Bedside Recent Prog. Horm. Res., January 1, 2003; 58(1): 25 - 53. [Abstract] [Full Text] [PDF] |
||||
![]() |
M.J. Iqbal, S. Yaegashi, R. Ahsan, D.A. Lightfoot, and W.J. Banz Differentially abundant mRNAs in rat liver in response to diets containing soy protein isolate Physiol Genomics, December 3, 2002; 11(3): 219 - 226. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. T. Kingsley, T. M. Straub, D. R. Call, D. S. Daly, S. C. Wunschel, and D. P. Chandler Fingerprinting Closely Related Xanthomonas Pathovars with Random Nonamer Oligonucleotide Microarrays Appl. Envir. Microbiol., December 1, 2002; 68(12): 6361 - 6370. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. W. Machl, C. Schaab, and I. Ivanov Improving DNA array data quality by minimising 'neighbourhood' effects Nucleic Acids Res., November 15, 2002; 30(22): e127 - e127. [Abstract] [Full Text] [PDF] |
||||
![]() |
E. Wang, C. Lacelle, S. Xu, X. Zhao, and M. Hou Designer Microarrays: From Soup To Nuts J. Gerontol. A Biol. Sci. Med. Sci., November 1, 2002; 57(11): B400 - 405. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. Ginestier, E. Charafe-Jauffret, F. Bertucci, F. Eisinger, J. Geneix, D. Bechlian, N. Conte, J. Adelaide, Y. Toiron, C. Nguyen, et al. Distinct and Complementary Information Provided by Use of Tissue and DNA Microarrays in the Study of Breast Tumor Markers Am. J. Pathol., October 1, 2002; 161(4): 1223 - 1233. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Ellis, N. Davis, A. Coop, M. Liu, L. Schumaker, R. Y. Lee, R. Srikanchana, C. G. Russell, B. Singh, W. R. Miller, et al. Development and Validation of a Method for Using Breast Core Needle Biopsies for Gene Expression Microarray Analyses Clin. Cancer Res., May 1, 2002; 8(5): 1155 - 1166. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Bertucci, V. Nasser, S. Granjeaud, F. Eisinger, J. Adelaide, R. Tagett, B. Loriod, A. Giaconia, A. Benziane, E. Devilard, et al. Gene expression profiles of poor-prognosis primary breast cancer correlate with survival Hum. Mol. Genet., April 15, 2002; 11(8): 863 - 872. [Abstract] [Full Text] [PDF] |
||||
![]() |
H. Salin, T. Vujasinovic, A. Mazurie, S. Maitrejean, C. Menini, J. Mallet, and S. Dumas A novel sensitive microarray approach for differential screening using probes labelled with two different radioelements Nucleic Acids Res., February 15, 2002; 30(4): e17 - e17. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. Herwig, P. Aanstad, M. Clark, and H. Lehrach Statistical evaluation of differential expression on cDNA nylon arrays with replicated experiments Nucleic Acids Res., December 1, 2001; 29(23): e117 - e117. [Abstract] [Full Text] [PDF] |
||||
![]() |
K. YONEDA, K. PECK, M. M.-J. CHANG, K. CHMIEL, Y.-P. SHER, J. CHEN, P.-C. YANG, Y. CHEN, and R. WU Development of High-density DNA Microarray Membrane for Profiling Smoke- and Hydrogen Peroxide-induced Genes in a Human Bronchial Epithelial Cell Line Am. J. Respir. Crit. Care Med., November 15, 2001; 164(10): S85 - 89. [Abstract] [Full Text] [PDF] |
||||
![]() |
G. M. Hellmann, W. R. Fields, and D. J. Doolittle Gene Expression Profiling of Cultured Human Bronchial Epithelial and Lung Carcinoma Cells Toxicol. Sci., May 1, 2001; 61(1): 154 - 163. [Abstract] [Full Text] [PDF] |
||||
![]() |
J.-S. Chen, E. Coustan-Smith, T. Suzuki, G. A. Neale, K. Mihara, C.-H. Pui, and D. Campana Identification of novel markers for monitoring minimal residual disease in acute lymphoblastic leukemia Blood, April 1, 2001; 97(7): 2115 - 2120. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Bertucci, R. Houlgatte, A. Benziane, S. Granjeaud, J. Adelaide, R. Tagett, B. Loriod, J. Jacquemier, P. Viens, B. Jordan, et al. Gene expression profiling of primary breast carcinomas using arrays of candidate genes Hum. Mol. Genet., December 1, 2000; 9(20): 2981 - 2991. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. Zhu and X. Wang Large-Scale Profiling of the Arabidopsis Transcriptome Plant Physiology, December 1, 2000; 124(4): 1472 - 1476. [Full Text] |
||||
![]() |
H. Eickhoff, J. Schuchhardt, I. Ivanov, S. Meier-Ewert, J. O'Brien, A. Malik, N. Tandon, E.-W. Wolski, E. Rohlfs, L. Nyarsik, et al. Tissue Gene Expression Analysis Using Arrayed Normalized cDNA Libraries Genome Res., August 1, 2000; 10(8): 1230 - 1240. [Abstract] [Full Text] |
||||



















