Predicting drug side-effects by chemical systems biology
نویسندگان
چکیده
منابع مشابه
Systems biology TarPred: a web application for predicting therapeutic and side effect targets of chemical compounds
Motivation: Discovering the relevant therapeutic targets for drug-like molecules, or their unintended ‘off-targets’ that predict adverse drug reactions, is a daunting task by experimental approaches alone. There is thus a high demand to develop computational methods capable of detecting these potential interacting targets efficiently. Results: As biologically annotated chemical data are becomin...
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The in silico prediction of unwanted side effects (SEs) caused by the promiscuous behavior of drugs and their targets is highly relevant to the pharmaceutical industry. Considerable effort is now being put into computational and experimental screening of several suspected off-target proteins in the hope that SEs might be identified early, before the cost associated with developing a drug candid...
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A drug side effect is an undesirable effect which occurs in addition to the intended therapeutic effect of the drug. The unexpected side effects that many patients suffer from are the major causes of large-scale drug withdrawal. To address the problem, it is highly demanded by pharmaceutical industries to develop computational methods for predicting the side effects of drugs. In this study, a n...
متن کاملModeling Drug- and Chemical-Induced Hepatotoxicity with Systems Biology Approaches
We provide an overview of computational systems biology approaches as applied to the study of chemical- and drug-induced toxicity. The concept of "toxicity pathways" is described in the context of the 2007 US National Academies of Science report, "Toxicity testing in the 21st Century: A Vision and A Strategy." Pathway mapping and modeling based on network biology concepts are a key component of...
متن کاملSystems chemical biology.
The increasing availability of data related to genes, proteins and their modulation by small molecules has provided a vast amount of biological information leading to the emergence of systems biology and the broad use of simulation tools for data analysis. However, there is a critical need to develop cheminformatics tools that can integrate chemical knowledge with these biological databases and...
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ژورنال
عنوان ژورنال: Genome Biology
سال: 2009
ISSN: 1465-6906
DOI: 10.1186/gb-2009-10-9-238