Reproducibility of quantitative RT-PCR array in miRNA expression profiling and comparison with microarray analysis

被引:229
作者
Chen, Yongxin [1 ,2 ]
Gelfond, Jonathan A. L. [3 ]
McManus, Linda M. [4 ,5 ,7 ]
Shireman, Paula K. [1 ,2 ,6 ,7 ]
机构
[1] Univ Texas Hlth Sci Ctr San Antonio, Dept Surg, San Antonio, TX 78229 USA
[2] S Texas Vet Hlth Care Syst, Dept Surg, San Antonio, TX 78229 USA
[3] Univ Texas Hlth Sci Ctr San Antonio, Dept Epidemiol & Biostat, San Antonio, TX 78229 USA
[4] Univ Texas Hlth Sci Ctr San Antonio, Dept Pathol, San Antonio, TX 78229 USA
[5] Univ Texas Hlth Sci Ctr San Antonio, Dept Periodont, San Antonio, TX 78229 USA
[6] Univ Texas Hlth Sci Ctr San Antonio, Dept Med, San Antonio, TX 78229 USA
[7] Univ Texas Hlth Sci Ctr San Antonio, Sam & Ann Barshop Inst Longev & Aging Studies, San Antonio, TX 78229 USA
来源
BMC GENOMICS | 2009年 / 10卷
基金
美国国家卫生研究院;
关键词
MICRORNA EXPRESSION; GENE-EXPRESSION; OLIGONUCLEOTIDE MICROARRAYS; IDENTIFICATION; DIFFERENTIATION; QUANTIFICATION; NEUROBLASTOMA; AMPLIFICATION; PRECURSORS; REVEALS;
D O I
10.1186/1471-2164-10-407
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: MicroRNAs (miRNAs) have critical functions in various biological processes. MiRNA profiling is an important tool for the identification of differentially expressed miRNAs in normal cellular and disease processes. A technical challenge remains for high-throughput miRNA expression analysis as the number of miRNAs continues to increase with in silico prediction and experimental verification. Our study critically evaluated the performance of a novel miRNA expression profiling approach, quantitative RT-PCR array (qPCR-array), compared to miRNA detection with oligonucleotide microchip (microarray). Results: High reproducibility with qPCR-array was demonstrated by comparing replicate results from the same RNA sample. Pre-amplification of the miRNA cDNA improved sensitivity of the qPCR-array and increased the number of detectable miRNAs. Furthermore, the relative expression levels of miRNAs were maintained after pre-amplification. When the performance of qPCR-array and microarrays were compared using different aliquots of the same RNA, a low correlation between the two methods (r = -0.443) indicated considerable variability between the two assay platforms. Higher variation between replicates was observed in miRNAs with low expression in both assays. Finally, a higher false positive rate of differential miRNA expression was observed using the microarray compared to the qPCR-array. Conclusion: Our studies demonstrated high reproducibility of TaqMan qPCR-array. Comparison between different reverse transcription reactions and qPCR-arrays performed on different days indicated that reverse transcription reactions did not introduce significant variation in the results. The use of cDNA pre-amplification increased the sensitivity of miRNA detection. Although there was variability associated with pre-amplification in low abundance miRNAs, the latter did not involve any systemic bias in the estimation of miRNA expression. Comparison between microarray and qPCR-array indicated superior sensitivity and specificity of qPCR-array.
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页数:10
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