Critical appraisal of quantitative PCR results in colorectal cancer research: Can we rely on published qPCR results?

被引:42
作者
Dijkstra, J. R. [1 ]
van Kempen, L. C. [2 ]
Nagtegaal, I. D. [1 ]
Bustin, S. A. [3 ]
机构
[1] Radboud Univ Nijmegen, Med Ctr, Dept Pathol, NL-6500 HB Nijmegen, Netherlands
[2] McGill Univ, Jewish Gen Hosp, Lady Davis Inst Med Res, Montreal, PQ H3T 1E2, Canada
[3] Anglia Ruskin Univ, Fac Hlth Social Care & Educ, Postgrad Med Inst, Chelmsford CM1 1SQ, Essex, England
关键词
qPCR; Real time PCR; Colorectal cancer; MIQE; TIME RT-PCR; MESSENGER-RNA; HOUSEKEEPING GENES; EXPRESSION LEVELS; NORMALIZATION; SELECTION; QUANTIFICATION; PUBLICATION; NEED;
D O I
10.1016/j.molonc.2013.12.016
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The use of real-time quantitative polymerase chain reaction (qPCR) in cancer research has become ubiquitous. The relative simplicity of qPCR experiments, which deliver fast and cost-effective results, means that each year an increasing number of papers utilizing this technique are being published. But how reliable are the published results? Since the validity of gene expression data is greatly dependent on appropriate normalisation to compensate for sample-to-sample and run-to-run variation, we have evaluated the adequacy of normalisation procedures in qPCR-based experiments. Consequently, we assessed all colorectal cancer publications that made use of qPCR from 2006 until August 2013 for the number of reference genes used and whether they had been validated. Using even these minimal evaluation criteria, the validity of only three percent (6/179) of the publications can be adequately assessed. We describe common errors, and conclude that the current state of reporting on qPCR in colorectal cancer research is disquieting. Extrapolated to the study of cancer in general, it is clear that the majority of studies using qPCR cannot be reliably assessed and that at best, the results of these studies may or may not be valid and at worst, pervasive incorrect normalisation is resulting in the wholesale publication of incorrect conclusions. This survey demonstrates that the existence of guidelines, such as MIQE, is necessary but not sufficient to address this problem and suggests that the scientific community should examine its responsibility and be aware of the implications of these findings for current and future research. (C) 2014 Federation of European Biochemical Societies. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:813 / 818
页数:6
相关论文
共 32 条
[1]   Frequent genomic loss at chr16p13.2 is associated with poor prognosis in colorectal cancer [J].
Andersen, Claus Lindbjerg ;
Lamy, Philippe ;
Thorsen, Kasper ;
Kjeldsen, Eigil ;
Wikman, Friedrik ;
Villesen, Palle ;
Oster, Bodil ;
Laurberg, Soren ;
Omtoft, Torben Falck .
INTERNATIONAL JOURNAL OF CANCER, 2011, 129 (08) :1848-1858
[2]   Tumour CD133 mRNA expression and clinical outcome in surgically resected colorectal cancer patients [J].
Artells, R. ;
Moreno, I. ;
Diaz, T. ;
Martinez, F. ;
Gel, B. ;
Navarro, A. ;
Ibeas, R. ;
Moreno, J. ;
Monzo, M. .
EUROPEAN JOURNAL OF CANCER, 2010, 46 (03) :642-649
[3]   Absolute quantification of mRNA using real-time reverse transcription polymerase chain reaction assays [J].
Bustin, SA .
JOURNAL OF MOLECULAR ENDOCRINOLOGY, 2000, 25 (02) :169-193
[4]   The need for transparency and good practices in the qPCR literature [J].
Bustin, Stephen A. ;
Benes, Vladimir ;
Garson, Jeremy ;
Hellemans, Jan ;
Huggett, Jim ;
Kubista, Mikael ;
Mueller, Reinhold ;
Nolan, Tania ;
Pfaffl, Michael W. ;
Shipley, Gregory ;
Wittwer, Carl T. ;
Schjerling, Peter ;
Day, Philip J. ;
Abreu, Monica ;
Aguado, Begona ;
Beaulieu, Jean-Francois ;
Beckers, Anneleen ;
Bogaert, Sara ;
Browne, John A. ;
Carrasco-Ramiro, Fernando ;
Ceelen, Liesbeth ;
Ciborowski, Kate ;
Cornillie, Pieter ;
Coulon, Stephanie ;
Cuypers, Ann ;
De Brouwer, Sara ;
De Ceuninck, Leentje ;
De Craene, Jurgen ;
De Naeyer, Helene ;
De Spiegelaere, Ward ;
Deckers, Kato ;
Dheedene, Annelies ;
Durinck, Kaat ;
Ferreira-Teixeira, Margarida ;
Fieuw, Annelies ;
Gallup, Jack M. ;
Gonzalo-Flores, Sandra ;
Goossens, Karen ;
Heindryckx, Femke ;
Herring, Elizabeth ;
Hoenicka, Hans ;
Icardi, Laura ;
Jaggi, Rolf ;
Javad, Farzad ;
Karampelias, Michael ;
Kibenge, Frederick ;
Kibenge, Molly ;
Kumps, Candy ;
Lambertz, Irina ;
Lammens, Tim .
NATURE METHODS, 2013, 10 (11) :1063-1067
[5]   Why the need for qPCR publication guidelines?-The case for MIQE [J].
Bustin, Stephen A. .
METHODS, 2010, 50 (04) :217-226
[6]   The MIQE Guidelines: Minimum Information for Publication of Quantitative Real-Time PCR Experiments [J].
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. .
CLINICAL CHEMISTRY, 2009, 55 (04) :611-622
[7]   'Desperate house genes': the dramatic example of hypoxia [J].
Caradec, J. ;
Sirab, N. ;
Keumeugni, C. ;
Moutereau, S. ;
Chimingqi, M. ;
Matar, C. ;
Revaud, D. ;
Bah, M. ;
Manivet, P. ;
Conti, M. ;
Loric, S. .
BRITISH JOURNAL OF CANCER, 2010, 102 (06) :1037-1043
[8]  
Ceelen L., 2013, CLIN CHEM, V60, P1
[9]   Normalization of gene expression measurements in tumor tissues: comparison of 13 endogenous control genes [J].
de Kok, JB ;
Roelofs, RW ;
Giesendorf, BA ;
Pennings, JL ;
Waas, ET ;
Feuth, T ;
Swinkels, DW ;
Span, PN .
LABORATORY INVESTIGATION, 2005, 85 (01) :154-159
[10]   How to do successful gene expression analysis using real-time PCR [J].
Derveaux, Stefaan ;
Vandesompele, Jo ;
Hellemans, Jan .
METHODS, 2010, 50 (04) :227-230