International Epidemiology Institute, 1455 Research Boulevard, Suite 550, Rockville, MD 20850, USA.
Cancer Epidemiol Biomarkers Prev. 2013 Jan;22(1):11-5. doi: 10.1158/1055-9965.EPI-12-0995. Epub 2012 Nov 1.
A recent attempt to estimate the false-positive rate for cancer epidemiology studies is based on agents in International Agency for Research on Cancer (IARC) category 3 (agent not classifiable as to its carcinogenicity to humans) in the IARC Monographs Program.
The estimation method is critiqued regarding biases caused by its reliance on the IARC classification criteria for assessing carcinogenic potential.
The privileged position given to epidemiologic studies by the IARC criteria ensures that the percentage of positive epidemiologic studies for an agent will depend strongly on the IARC category to which the agent is assigned. Because IARC category 3 is composed of agents with the lowest-assessed carcinogenic potential to which the estimation approach in question could be applied, a spuriously low estimated false-positive rate was necessarily the outcome of this approach.
Tendentious estimation approaches like that employed will by necessity produce spuriously low and misleading false positive rates.
The recently reported estimates of the false-positive rate in cancer epidemiology are seriously biased and contribute nothing substantive to the literature on the very real problems related to false-positive findings in epidemiology.
最近一次对癌症流行病学研究假阳性率的估计是基于国际癌症研究机构(IARC)分类 3 中的物质(对人类致癌性尚未分类的物质),该分类来自 IARC 专论计划。
本文对该估计方法进行了批判,因为它依赖于 IARC 评估致癌潜力的分类标准,可能会产生偏差。
IARC 标准赋予流行病学研究的特殊地位,确保了阳性流行病学研究在某种物质上的百分比将强烈依赖于该物质被分配到的 IARC 类别。因为 IARC 第 3 类由被评估致癌潜力最低的物质组成,而被质疑的估计方法可以应用于该类物质,因此必然会得出一个虚假的低估计假阳性率。
这种有倾向性的估计方法必然会产生虚假的低和误导性的假阳性率。
最近报道的癌症流行病学假阳性率的估计严重存在偏差,对与流行病学中假阳性发现相关的真实问题的文献没有任何实质性的贡献。