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Reproducibility of quantitative RT-PCR array in miRNA expression profiling and comparison with microarray analysis
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...
Autores principales: | , , , |
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2009
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2753550/ https://www.ncbi.nlm.nih.gov/pubmed/19715577 http://dx.doi.org/10.1186/1471-2164-10-407 |
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author | Chen, Yongxin Gelfond, Jonathan AL McManus, Linda M Shireman, Paula K |
author_facet | Chen, Yongxin Gelfond, Jonathan AL McManus, Linda M Shireman, Paula K |
author_sort | Chen, Yongxin |
collection | PubMed |
description | 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. |
format | Text |
id | pubmed-2753550 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-27535502009-09-29 Reproducibility of quantitative RT-PCR array in miRNA expression profiling and comparison with microarray analysis Chen, Yongxin Gelfond, Jonathan AL McManus, Linda M Shireman, Paula K BMC Genomics Methodology Article 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. BioMed Central 2009-08-28 /pmc/articles/PMC2753550/ /pubmed/19715577 http://dx.doi.org/10.1186/1471-2164-10-407 Text en Copyright © 2009 Chen et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Methodology Article Chen, Yongxin Gelfond, Jonathan AL McManus, Linda M Shireman, Paula K Reproducibility of quantitative RT-PCR array in miRNA expression profiling and comparison with microarray analysis |
title | Reproducibility of quantitative RT-PCR array in miRNA expression profiling and comparison with microarray analysis |
title_full | Reproducibility of quantitative RT-PCR array in miRNA expression profiling and comparison with microarray analysis |
title_fullStr | Reproducibility of quantitative RT-PCR array in miRNA expression profiling and comparison with microarray analysis |
title_full_unstemmed | Reproducibility of quantitative RT-PCR array in miRNA expression profiling and comparison with microarray analysis |
title_short | Reproducibility of quantitative RT-PCR array in miRNA expression profiling and comparison with microarray analysis |
title_sort | reproducibility of quantitative rt-pcr array in mirna expression profiling and comparison with microarray analysis |
topic | Methodology Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2753550/ https://www.ncbi.nlm.nih.gov/pubmed/19715577 http://dx.doi.org/10.1186/1471-2164-10-407 |
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