Dijkstra J R, van Kempen L C, Nagtegaal I D, Bustin S A
Department of Pathology, Radboud University Nijmegen Medical Centre, PO Box 9101, 6500 HB Nijmegen, The Netherlands.
Lady Davis Institute for Medical Research, Jewish General Hospital, LDI-E447, 3755 Cote Ste-Catherine, Montreal, QC, Canada H3T 1E2.
Mol Oncol. 2014 Jun;8(4):813-8. doi: 10.1016/j.molonc.2013.12.016. Epub 2014 Jan 2.
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.
实时定量聚合酶链反应(qPCR)在癌症研究中的应用已十分普遍。qPCR实验相对简单,能快速得出经济高效的结果,这意味着每年利用该技术发表的论文数量日益增多。但已发表结果的可靠性如何呢?由于基因表达数据的有效性很大程度上依赖于适当的标准化以补偿样本间和批次间的差异,我们评估了基于qPCR的实验中标准化程序的充分性。因此,我们评估了2006年至2013年8月间所有使用qPCR的结直肠癌出版物,统计了所使用的参考基因数量以及这些基因是否经过验证。即便仅采用这些最低评估标准,也只能对3%(6/179)的出版物的有效性进行充分评估。我们描述了常见错误,并得出结论:结直肠癌研究中qPCR报告的现状令人担忧。推广到一般癌症研究,显然大多数使用qPCR的研究无法得到可靠评估,这些研究结果充其量可能有效也可能无效,最坏的情况是,普遍存在的错误标准化导致大量错误结论被发表。这项调查表明,诸如MIQE等指南的存在虽有必要,但不足以解决这一问题,并建议科学界应审视自身责任,意识到这些发现对当前和未来研究的影响。