Validation of cDNA microarray gene expression data obtained from linearly amplified RNA

被引:47
作者
Jenson, SD
Robetorye, RS
Bohling, SD
Schumacher, JA
Morgan, JW
Lim, MS
Elenitoba-Johnson, KSJ
机构
[1] Univ Utah, Hlth Sci Ctr, Div Anat Pathol, Dept Pathol, Salt Lake City, UT 84132 USA
[2] Univ Utah, Hlth Sci Ctr, Inst Clin & Expt Pathol, Salt Lake City, UT 84132 USA
[3] Roger Williams Hosp, Dept Pathol, Providence, RI 02908 USA
来源
JOURNAL OF CLINICAL PATHOLOGY-MOLECULAR PATHOLOGY | 2003年 / 56卷 / 06期
关键词
D O I
10.1136/mp.56.6.307
中图分类号
R36 [病理学];
学科分类号
100104 ;
摘要
Background: DNA microarray technology has permitted the analysis of global gene expression profiles for several diseases, including cancer. However, standard hybridisation and detection protocols require micrograms of mRNA for microarray analysis, limiting broader application of this technology to small excisional biopsies, needle biopsies, and/or microdissected tissue samples. Therefore, linear amplification protocols to increase the amount of RNA have been developed. The correlation between the results of microarray experiments derived from non-amplified RNA and amplified samples needs to be evaluated in detail. Methods: Total RNA was amplified and replicate hybridisation experiments were performed with linearly amplified (aRNA) and non-amplified mRNA from tonsillar B cells and the SUDHL-6 cell line using cDNA microarrays containing approximately 4500 genes. The results of microarray differential expression using either source of RNA (mRNA or aRNA) were also compared with those found using real time quantitative reverse transcription polymerase chain reaction (QRT-PCR). Results: Microarray experiments using aRNA generated reproducible data displaying only small differences to data obtained from non-amplified mRNA. The quality of the starting total RNA template and the concentration of the promoter primer used to synthesise cDNA were crucial components of the linear amplification reaction. Approximately 80% of selected upregulated and downregulated genes identified by microarray analysis using linearly amplified RNA were confirmed by QRT-PCR using non-amplified mRNA as the starting template. Conclusions: Linear RNA amplification methods can be used to generate high fidelity microarray expression data of comparable quality to data generated by microarray methods that use non-amplified mRNA samples.
引用
收藏
页码:307 / 312
页数:6
相关论文
共 27 条
[1]   Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling [J].
Alizadeh, AA ;
Eisen, MB ;
Davis, RE ;
Ma, C ;
Lossos, IS ;
Rosenwald, A ;
Boldrick, JG ;
Sabet, H ;
Tran, T ;
Yu, X ;
Powell, JI ;
Yang, LM ;
Marti, GE ;
Moore, T ;
Hudson, J ;
Lu, LS ;
Lewis, DB ;
Tibshirani, R ;
Sherlock, G ;
Chan, WC ;
Greiner, TC ;
Weisenburger, DD ;
Armitage, JO ;
Warnke, R ;
Levy, R ;
Wilson, W ;
Grever, MR ;
Byrd, JC ;
Botstein, D ;
Brown, PO ;
Staudt, LM .
NATURE, 2000, 403 (6769) :503-511
[2]   Quantitative analysis of mRNA amplification by in vitro transcription [J].
Baugh, L. R. ;
Hill, A. A. ;
Brown, E. L. ;
Hunter, Craig P. .
NUCLEIC ACIDS RESEARCH, 2001, 29 (05)
[3]  
DeRisi J, 1996, NAT GENET, V14, P457
[4]   Expression profiling using cDNA microarrays [J].
Duggan, DJ ;
Bittner, M ;
Chen, YD ;
Meltzer, P ;
Trent, JM .
NATURE GENETICS, 1999, 21 (Suppl 1) :10-14
[5]   ANALYSIS OF GENE-EXPRESSION IN SINGLE LIVE NEURONS [J].
EBERWINE, J ;
YEH, H ;
MIYASHIRO, K ;
CAO, YX ;
NAIR, S ;
FINNELL, R ;
ZETTEL, M ;
COLEMAN, P .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1992, 89 (07) :3010-3014
[6]   Fluorescence PCR quantification of cyclin D1 expression [J].
Elenitoba-Johnson, KSJ ;
Bohling, SD ;
Jenson, SD ;
Lin, ZS ;
Monnin, KA ;
Lim, MS .
JOURNAL OF MOLECULAR DIAGNOSTICS, 2002, 4 (02) :90-96
[7]   Discovery and analysis of inflammatory disease-related genes using cDNA microarrays [J].
Heller, RA ;
Schena, M ;
Chai, A ;
Shalon, D ;
Bedilion, T ;
Gilmore, J ;
Woolley, DE ;
Davis, RW .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1997, 94 (06) :2150-2155
[8]   Amplification of genes, single transcripts and cDNA libraries from one cell and direct sequence analysis of amplified products derived from one molecule [J].
Jena, PK ;
Liu, AH ;
Smith, DS ;
Wysocki, LJ .
JOURNAL OF IMMUNOLOGICAL METHODS, 1996, 190 (02) :199-213
[9]   Importance of replication in microarray gene expression studies: Statistical methods and evidence from repetitive cDNA hybridizations [J].
Lee, MLT ;
Kuo, FC ;
Whitmore, GA ;
Sklar, J .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (18) :9834-9839
[10]   Comparative genome-scale analysis of gene expression profiles in T cell lymphoma cells during malignant progression using a complementary DNA microarray [J].
Li, SY ;
Ross, DT ;
Kadin, ME ;
Brown, PO ;
Wasik, MA .
AMERICAN JOURNAL OF PATHOLOGY, 2001, 158 (04) :1231-1237