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Reproducibility in experimentation - the implications for regulatory toxicology

机译:实验的重现性-对法规毒理学的影响

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Sir William Paton's classical exploitation of nitrogen in mixtures of gases for deep-sea diving is a good example of what would now be called "blue skies" research where the data obtained were used as the basis for subsequent hypothesis-driven work. Like his work on acetyl choline, the original observations were the basis for further painstaking and step-like progression by experimentation, where each I was dotted and T crossed as the establishment of a therapy or practice was built into a clinical framework or workplace. However, in recent times there has been a failure to follow a similar cautious and pragmatic practice of advancement of knowledge at the interface of Science and Policy. Inadequately investigated associations are made the basis of speculative therapeutic or dietary interventions in frameworks where lack of effect is often not demonstrable and where the possibility of harm is seldom considered, notably in the dietary field. In the same way, isolated findings in regulatory studies may lead to poor decision making or to extensive work to explain non-significant events. The Economist has pointed out that venture capitalists use the rule that only 50% of academic study results can be replicated and Begley and Ellis report that a study of 53 "landmark" papers in Oncology found that only 6 were reproducible even with co-operation of the original authors. So what notice should be taken of single adverse toxicological studies in animals? Of isolated, epidemiologically determined associations? What is the scientific value of an individual regulatory study? What is the probability of error? What is the role of chance and variation? Only an understanding of mechanisms of production of the effect in question can resolve these issues.
机译:威廉·帕顿爵士(William Paton)爵士对气体混合物中的氮进行深海潜水的经典开采方法,就是现在所谓的“蓝天”研究的一个很好的例子,该研究将获得的数据用作随后的假设驱动工作的基础。像他在乙酰胆碱上的研究一样,最初的观察结果是通过实验进行进一步艰苦和阶梯式进展的基础,在实验框架或工作场所建立治疗方法或实践的过程中,每个人都会被点缀并穿过T。然而,近来在科学与政策的界面上一直没有遵循类似的谨慎而务实的知识进步实践。在通常无法证明缺乏效果且很少考虑到危害可能性的框架中,尤其是在饮食领域,缺乏充分研究的协会成为投机性治疗或饮食干预措施的基础。同样,监管研究中孤立的发现可能导致决策不力或进行大量工作以解释不重要的事件。 《经济学人》指出,风险投资家使用的规则是,只能复制学术研究结果的50%,Begley和Ellis报告说,对肿瘤学中53篇“具有里程碑意义的论文”的研究发现,即使在与原始作者。那么,对动物进行单项不良毒理学研究应注意什么呢?由孤立的,由流行病学确定的关联?个别法规研究的科学价值是什么?错误的概率是多少?机会和变异的作用是什么?只有对产生影响的机制有所了解才能解决这些问题。

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