Implementing Systems Toxicology in Drug Development for Regulatory Decision Making

J. Sina, F. Sistare
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Abstract

The concept of integrating molecular and biochemical data from new technologies with more traditional endpoints to develop a more complete understanding of risks and benefits in drug development has gained wide acceptance as a reasonable way to advance human health. However, actual implementation of this systems approach is not straightforward. While technology keeps advancing, our ability to accurately interpret the complexity of human biology has not kept pace. Indeed, sometimes the case seems to be one of the deeper we investigate, the more we realize what we do not understand. Additionally, in developing ethical pharmaceuticals, a major issue is establishing the necessary level of confidence to extrapolate from a series of endpoint measurements to accurately predict beneficial and/or potentially adverse responses in the diverse population of patients. The evidentiary standard for acceptance of new models and biomarkers in clinical practice is necessarily high, although the concept of “fit-for-purpose” may help expedite the application of new knowledge in specific clinical situations. This chapter will present a view of both the progress and hurdles to applying systems toxicology to drug development in a regulated environment. Keywords: systems toxicology; drug development; biomarkers; clinical translation; pre-clinical; pathways; review; genomics; metabolomics; proteomics
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在药物开发中实施系统毒理学以进行监管决策
将来自新技术的分子和生化数据与更传统的端点相结合,以更全面地了解药物开发中的风险和益处,这一概念作为促进人类健康的合理途径已得到广泛接受。然而,这种系统方法的实际实现并不简单。虽然技术不断进步,但我们准确解释人类生物学复杂性的能力却没有跟上。的确,有时案件似乎是我们调查得越深,我们就越意识到我们不了解的东西。此外,在开发符合伦理的药物时,一个主要问题是建立必要的信心水平,以便从一系列终点测量中推断出准确预测不同患者群体的有益和/或潜在不良反应。在临床实践中接受新模型和生物标志物的证据标准必须很高,尽管“符合目的”的概念可能有助于加快新知识在特定临床情况下的应用。本章将介绍在监管环境下将系统毒理学应用于药物开发的进展和障碍。关键词:系统毒理学;药物开发;生物标志物;临床翻译;临床前;通路;审查;基因组学;代谢组学;蛋白质组学
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