Measurable impact of RNA quality on gene expression results from quantitative PCR

被引:124
作者
Vermeulen, Joelle [1 ]
De Preter, Katleen [1 ]
Lefever, Steve [1 ]
Nuytens, Justine [1 ]
De Vloed, Fanny [1 ]
Derveaux, Stefaan [1 ,2 ]
Hellemans, Jan [1 ,2 ]
Speleman, Frank [1 ]
Vandesompele, Jo [1 ,2 ]
机构
[1] Ghent Univ Hosp, Ctr Med Genet, B-9000 Ghent, Belgium
[2] Biogazelle, B-9052 Ghent, Belgium
关键词
QUANTIFICATION; AMPLIFICATION; GUIDELINES; PRIMERS;
D O I
10.1093/nar/gkr065
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Compromised RNA quality is suggested to lead to unreliable results in gene expression studies. Therefore, assessment of RNA integrity and purity is deemed essential prior to including samples in the analytical pipeline. This may be of particular importance when diagnostic, prognostic or therapeutic conclusions depend on such analyses. In this study, the comparative value of six RNA quality parameters was determined using a large panel of 740 primary tumour samples for which real-time quantitative PCR gene expression results were available. The tested parameters comprise of microfluidic capillary electrophoresis based 18S/28S rRNA ratio and RNA Quality Index value, HPRT1 5'-3' difference in quantification cycle (Cq) and HPRT1 3' Cq value based on a 5'/3' ratio mRNA integrity assay, the Cq value of expressed Alu repeat sequences and a normalization factor based on the mean expression level of four reference genes. Upon establishment of an innovative analytical framework to assess impact of RNA quality, we observed a measurable impact of RNA quality on the variation of the reference genes, on the significance of differential expression of prognostic marker genes between two cancer patient risk groups, and on risk classification performance using a multigene signature. This study forms the basis for further rational assessment of reverse transcription quantitative PCR based results in relation to RNA quality.
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页数:12
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共 27 条
  • [1] Reliable gene expression measurements from degraded RNA by quantitative real-time PCR depend on short amplicons and a proper normalization
    Antonov, J
    Goldstein, DR
    Oberli, A
    Baltzer, A
    Pirotta, M
    Fleischmann, A
    Altermatt, HJ
    Jaggi, R
    [J]. LABORATORY INVESTIGATION, 2005, 85 (08) : 1040 - 1050
  • [2] Bustin S.A., 2008, EURO PHARM REV, V4, P18
  • [3] Absolute quantification of mRNA using real-time reverse transcription polymerase chain reaction assays
    Bustin, SA
    [J]. JOURNAL OF MOLECULAR ENDOCRINOLOGY, 2000, 25 (02) : 169 - 193
  • [4] The MIQE Guidelines: Minimum Information for Publication of Quantitative Real-Time PCR Experiments
    Bustin, Stephen A.
    Benes, Vladimir
    Garson, Jeremy A.
    Hellemans, Jan
    Huggett, Jim
    Kubista, Mikael
    Mueller, Reinhold
    Nolan, Tania
    Pfaffl, Michael W.
    Shipley, Gregory L.
    Vandesompele, Jo
    Wittwer, Carl T.
    [J]. CLINICAL CHEMISTRY, 2009, 55 (04) : 611 - 622
  • [5] Linear mRNA amplification from as little as 5 ng total RNA for global gene expression analysis
    Dafforn, A
    Chen, P
    Deng, G
    Herrler, M
    Iglehart, D
    Koritala, S
    Lato, S
    Pillarisetty, S
    Purohit, R
    Wang, M
    Wang, S
    Kurn, N
    [J]. BIOTECHNIQUES, 2004, 37 (05) : 854 - 857
  • [6] Fleige Simone, 2006, Molecular Aspects of Medicine, V27, P126, DOI 10.1016/j.mam.2005.12.003
  • [7] Gene quantification using real-time quantitative PCR: An emerging technology hits the mainstream
    Ginzinger, DG
    [J]. EXPERIMENTAL HEMATOLOGY, 2002, 30 (06) : 503 - 512
  • [8] qBase relative quantification framework and software for management and automated analysis of real-time quantitative PCR data
    Hellemans, Jan
    Mortier, Geert
    De Paepe, Anne
    Speleman, Frank
    Vandesompele, Jo
    [J]. GENOME BIOLOGY, 2007, 8 (02)
  • [9] Biological sample collection and processing for molecular epidemiological studies
    Holland, NT
    Smith, MT
    Eskenazi, B
    Bastaki, M
    [J]. MUTATION RESEARCH-REVIEWS IN MUTATION RESEARCH, 2003, 543 (03) : 217 - 234
  • [10] Towards standardization of RNA quality assessment using user-independent classifiers of microcapillary electrophoresis traces
    Imbeaud, S
    Graudens, E
    Boulanger, V
    Barlet, X
    Zaborski, P
    Eveno, E
    Mueller, O
    Schroeder, A
    Auffray, C
    [J]. NUCLEIC ACIDS RESEARCH, 2005, 33 (06) : 1 - 12