Importance of probe location for quantitative comparison of signal intensities among genes in microarray analysis

Rei Kakuhata , Masahiro Watanabe , Takenori Yamamoto , Eriko Obana , Naoshi Yamazaki , Masatoshi Kataoka , Toshihiko Ooie , Yoshinobu Baba , Tomoshige Hori , Yasuo Shinohara
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引用次数: 8

Abstract

In our previous studies, we demonstrated that expression levels of genes determined by Agilent oligoarray system, code G4130A, could be quantitatively evaluated by spike-in of synthetic full-length mRNAs as standards [Kakuhata R, Watanabe M, Yamamoto T, Akamine R, Yamazaki N, Kataoka M, et al. Possible utilization of in vitro synthesized mRNAs specifically expressed in certain tissues as standards for quantitative evaluation of the results of microarray analysis, J Biochem Biophys Methods 2007;70:755–60]. However, in its successor version (Agilent oligo array system, code G4131F), which was established to enable gene expression analysis over a much wider dynamic range, multiple probes are often utilized for evaluation of expression levels of individual genes; and they showed markedly distinct signal intensities. This result indicates that the observed signal intensities in this new version seemed not to simply reflect the transcript levels of individual genes. To understand the factors influencing the signal intensities of probes, we characterized the properties of the probes used in this new array system and the cRNAs formed during the labeling process. Analysis of cRNAs in the reaction mixture, which were hybridized with the arrays, revealed that the cRNAs were not fully transcribed under the conditions used. For this reason, probes located at the 5′ side of the message were found to give lower signals than those at the 3′ end; and the observed signal intensities were dependent upon the location of probes in the mRNA. Analysis of the correlation between signal intensities and locations on mRNAs for larger numbers of probes also supported the idea that probe location is one of the major determinants of signal intensities of probes in microarray analysis.

探针位置对微阵列分析中基因间信号强度定量比较的重要性
在我们之前的研究中,我们证明了Agilent寡阵列系统测定的基因编码G4130A的表达水平可以通过合成全长mrna的峰值作为标准来定量评估[Kakuhata R, Watanabe M, Yamamoto T, Akamine R, Yamazaki N, Kataoka M,等]。微阵列技术在生物信息学研究中的应用[J]; science and technology information, 2007; 33(2): 357 - 357。然而,在其后续版本(Agilent oligo array system,代码G4131F)中,为了能够在更广泛的动态范围内进行基因表达分析,经常使用多个探针来评估单个基因的表达水平;它们显示出明显不同的信号强度。这一结果表明,在这个新版本中观察到的信号强度似乎不仅仅反映了单个基因的转录水平。为了了解影响探针信号强度的因素,我们表征了这种新阵列系统中使用的探针的性质以及在标记过程中形成的crna。对反应混合物中与阵列杂交的crna进行分析,发现在所使用的条件下crna未完全转录。因此,位于信息5 '端的探针比位于3 '端的探针发出的信号更低;观察到的信号强度取决于探针在mRNA中的位置。对大量探针的信号强度与mrna位置之间的相关性分析也支持了探针位置是微阵列分析中探针信号强度的主要决定因素之一的观点。
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