Mapping Adverse Drug Reactions in Chemical Space

Mapping Adverse Drug Reactions in Chemical Space
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DOI:
10.1021/jm801546k
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发表时间:
2009-05-14
影响因子:
7.3
通讯作者:
Davies, John W.
Davies, John W.
中科院分区:
医学1区
文献类型:
--
作者:
Scheiber, Josef;Jenkins, Jeremy L.;Davies, John W.

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我们提出了一种新的方法,以更好地研究药物不良反应的化学空间。通过将有关药物不良反应的数据源与已建立的化学信息学建模方法集成,我们生成了一个数据集,然后使用系统生物学工具对其进行可视化。从而获得了对不期望的药物作用的新见解。在这个工作。我们提出了一个全球性的分析,将化学特征与药物不良反应联系起来。
We present a novel method to better investigate adverse drug reactions in chemical space. By integrating data sources about adverse drug reactions of drugs with an established cheminformatics modeling method, we generate a data set that is then visualized with a systems biology tool. Thereby new insights into undesired drug effects are gained. In this work. we present a global analysis linking chemical features to adverse drug reactions.