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Computational and Practical Aspects of Drug Repositioning

机译:药物重新定位的计算和实践方面

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摘要

The concept of the hypothesis-driven or observational-based expansion of the therapeutic application of drugs is very seductive. This is due to a number of factors, such as lower cost of development, higher probability of success, near-term clinical potential, patient and societal benefit, and also the ability to apply the approach to rare, orphan, and underresearched diseases. Another highly attractive aspect is that the "barrier to entry" is low, at least in comparison to a full drug discovery operation. The availability of high-performance computing, and databases of various forms have also enhanced the ability to pose reasonable and testable hypotheses for drug repurposing, rescue, and repositioning. In this article we discuss several factors that are currently underdeveloped, or could benefit from clearer definition in articles presenting such work. We propose a classification scheme-drug repositioning evidence level (DREL)-for all drug repositioning projects, according to the level of scientific evidence. DREL ranges from zero, which refers to predictions that lack any experimental support, to four, which refers to drugs approved for the new indication. We also present a set of simple concepts that can allow rapid and effective filtering of hypotheses, leading to a focus on those that are most likely to lead to practical safe applications of an existing drug. Some promising repurposing leads for malaria (DREL-1) and amoebic dysentery (DREL-2) are discussed.
机译:药物治疗应用的假设驱动或基于观察的扩展的概念非常诱人。这是由于许多因素造成的,例如较低的开发成本、更高的成功概率、近期的临床潜力、患者和社会利益,以及将该方法应用于罕见、孤儿和研究不足的疾病的能力。另一个极具吸引力的方面是,“进入门槛”很低,至少与完整的药物发现操作相比是这样。高性能计算和各种形式的数据库的可用性也增强了为药物再利用、救援和重新定位提出合理和可检验的假设的能力。在本文中,我们讨论了目前尚未开发的几个因素,或者可以在介绍此类工作的文章中从更明确的定义中受益。我们根据科学证据的水平,为所有药物重新定位项目提出了一个分类方案——药物重新定位证据水平(DREL)。DREL的范围从零(指缺乏任何实验支持的预测)到四(指批准用于新适应症的药物)不等。我们还提出了一组简单的概念,可以快速有效地过滤假设,从而将重点放在最有可能导致现有药物实际安全应用的假设上。本文讨论了疟疾(DREL-1)和阿米巴痢疾(DREL-2)的一些有前途的再利用线索。

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