Department of Human Genetics, University of Chicago, Chicago, IL 60637, USA.
Neuropsychopharmacology. 2013 Apr;38(5):802-16. doi: 10.1038/npp.2012.245. Epub 2012 Dec 3.
Many candidate gene studies use 'intermediate phenotypes' instead of disease diagnoses. It has been proposed that intermediate phenotypes have simpler genetic architectures such that individual alleles account for a larger percentage of trait variance. This implies that smaller samples can be used to identify genetic associations. Pharmacogenomic drug challenge studies may be an especially promising class of intermediate phenotype. We previously conducted a series of 12 candidate gene analyses of acute subjective and physiological responses to amphetamine in 99-162 healthy human volunteers (ADORA2A, SLC6A3, BDNF, SLC6A4, CSNK1E, SLC6A2, DRD2, FAAH, COMT, OPRM1). Here, we report our attempt to replicate these findings in over 200 additional participants ascertained using identical methodology. We were unable to replicate any of our previous findings. These results raise critical issues related to non-replication of candidate gene studies, such as power, sample size, multiple testing within and between studies, publication bias and the expectation that true allelic effect sizes are similar to those reported in genome-wide association studies. Many of these factors may have contributed to our failure to replicate our previous findings. Our results should instill caution in those considering similarly designed studies.
许多候选基因研究使用“中间表型”而不是疾病诊断。有人提出,中间表型的遗传结构更简单,因此个体等位基因占表型变异的比例更大。这意味着可以使用更小的样本量来识别遗传关联。药物基因组学药物挑战研究可能是一种特别有前途的中间表型类别。我们之前在 99-162 名健康人类志愿者中进行了一系列 12 个候选基因对安非他命急性主观和生理反应的分析(ADORA2A、SLC6A3、BDNF、SLC6A4、CSNK1E、SLC6A2、DRD2、FAAH、COMT、OPRM1)。在这里,我们报告了我们试图在使用相同方法学确定的 200 多名额外参与者中复制这些发现的尝试。我们无法复制我们之前的任何发现。这些结果提出了与候选基因研究的非复制相关的关键问题,例如功率、样本量、研究内和研究间的多次检验、发表偏倚以及对真实等位基因效应大小与全基因组关联研究中报告的大小相似的期望。其中许多因素可能导致我们无法复制之前的发现。我们的结果应该提醒那些考虑类似设计研究的人要谨慎。