RNA amplification results in reproducible microarray data with slight ratio bias

被引:191
作者
Puskás, LG
Zvara, A
Hackler, L
Van Hummelen, P
机构
[1] Flanders Interuniv, Inst Biotechnol, Microarray Facil, B-3000 Louvain, Belgium
[2] Hungarian Acad Sci, Szeged, Hungary
关键词
D O I
10.2144/02326mt04
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Microarray expression analysis demands large amounts of RNA that are often not available. RNA amplification techniques have been developed to overcome this problem, but limited data are available regarding the reproducibility and maintenance of original transcript ratios. We optimized and validated two amplification techniques: a modified in vitro transcription for the linear amplification of 3 mug total RNA and a SMART(TM) PCR-based technique for the exponential amplification of 50 ng total RNA. To determine bias between transcript ratios, we compared the expression profiles in mouse testis versus spleen between the two amplification methods and a standard labeling protocol, using microarrays containing 4596 cDNAs spotted in duplicate. With each method, replicate hybridizations were highly reproducible. However, when comparing the amplification methods to standard labeling, correlation coefficients were lower, Twelve genes that exhibited inconsistent or contradictory expression ratios among the three methods were verified by quantitative RTPCR. The amplification methods showed slightly more discrepancies in the expression ratios when compared to quantitative RT-PCR results but were more sensitive in terms of detecting expressed genes. In conclusion, although amplification methods introduce slight changes in the transcript ratios compared to standard labeling, they are highly reproducible, For small sample size, in vitro transcription is the preferred method, but one should never combine different labeling strategies within a single study.
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页码:1330 / +
页数:8
相关论文
共 18 条
  • [1] APTE AN, 1993, BIOTECHNIQUES, V15, P890
  • [2] Ausubel F.A., 1999, CURRENT PROTOCOLS MO
  • [3] Options available - from start to finish - for obtaining expression data by microarray
    Bowtell, DDL
    [J]. NATURE GENETICS, 1999, 21 (Suppl 1) : 25 - 32
  • [4] Chenchik A., 1998, GENE CLONING ANAL RT, P305
  • [5] Eisen MB, 1999, METHOD ENZYMOL, V303, P179
  • [6] Froussard P, 1993, PCR Methods Appl, V2, P185, DOI 10.1101/gr.2.3.185
  • [7] Large-scale monitoring of host cell gene expression during HIV-1 infection using cDNA microarrays
    Geiss, GK
    Bumgarner, RE
    An, MC
    Agy, MB
    van't Wout, AB
    Hammersmark, E
    Carter, VS
    Upchurch, D
    Mullins, JI
    Katze, MG
    [J]. VIROLOGY, 2000, 266 (01) : 8 - 16
  • [8] Expression profiling using microarrays fabricated by an ink-jet oligonucleotide synthesizer
    Hughes, TR
    Mao, M
    Jones, AR
    Burchard, J
    Marton, MJ
    Shannon, KW
    Lefkowitz, SM
    Ziman, M
    Schelter, JM
    Meyer, MR
    Kobayashi, S
    Davis, C
    Dai, HY
    He, YDD
    Stephaniants, SB
    Cavet, G
    Walker, WL
    West, A
    Coffey, E
    Shoemaker, DD
    Stoughton, R
    Blanchard, AP
    Friend, SH
    Linsley, PS
    [J]. NATURE BIOTECHNOLOGY, 2001, 19 (04) : 342 - 347
  • [9] Altered ratios of alternatively spliced long and short γ2 subunit mRNAs of the γ-amino butyrate type A receptor in prefrontal cortex of schizophrenics
    Huntsman, MM
    Tran, BV
    Potkin, SG
    Bunney, WE
    Jones, EG
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1998, 95 (25) : 15066 - 15071
  • [10] Khan J, 1998, CANCER RES, V58, P5009