Wilson Jennifer L
Department of Bioengineering, Stanford University, Stanford, CA 94305, USA.
Exp Biol Med (Maywood). 2018 Oct;243(14):1125-1132. doi: 10.1177/1535370218813974. Epub 2018 Nov 20.
An engineering perspective views cells as complex circuits that process inputs – drugs, environmental cues – to create complex outcomes – disease, growth, death – and this perspective has immense potential for drug development. Logical rules can describe the features of cells and reductionist approaches have exploited these rules for drug development. In contrast, the reductionist approach serially characterizes cellular components and develops a deep understanding of each component’s specific role. This approach underutilizes the full system of biomolecules relevant to disease pathology and drug effects. An engineering perspective provides the tools to understand and leverage the full extent of biological systems; applying both reverse and forward engineering, a strength of the engineering approach has demonstrated progress in advancing understanding of disease and drug mechanisms. Drug development lacks sufficient engineering specifications, or empirical models, of drug pharmacodynamic effects and future efforts to derive empirical models of drug effects will streamline this development. At this stage of progress, the scientist engineer is uniquely poised to solve problems in therapeutics related to modulating multiple diseases with a single or multiple therapeutic agents and identifying pharmacodynamics biomarkers with knowledge of drug pathways. This article underscores the value of these principles in an age where drug development costs are soaring and finding efficacious therapies is challenging.
Many untreated diseases are not monogenic and are instead caused by multiple genetic defects. Because of this complexity, computational, logical, and systems understanding will be essential to discovering novel therapies. The scientist engineer is uniquely disposed to use this type of understanding to advance therapeutic discovery. This work highlights benefits of the scientist engineer perspective and underscores the potential impact of these approaches for future therapeutic development. By framing the scientist engineer’s tool set and increasing awareness about this approach, this article stands to impact future therapeutic development efforts in an age of rising development costs and high drug attrition.
从工程学角度来看,细胞就如同复杂的电路,处理诸如药物、环境线索等输入信息,进而产生诸如疾病、生长、死亡等复杂结果,这种观点在药物研发方面具有巨大潜力。逻辑规则能够描述细胞的特征,而还原论方法已利用这些规则进行药物研发。相比之下,还原论方法依次对细胞成分进行表征,并深入了解每个成分的特定作用。这种方法未充分利用与疾病病理学和药物作用相关的整个生物分子系统。工程学角度提供了理解和利用生物系统全貌的工具;通过应用逆向工程和正向工程,工程学方法的一个优势已在推进对疾病和药物机制的理解方面取得了进展。药物研发缺乏足够的药物药效学效应的工程规范或经验模型,未来推导药物效应经验模型的努力将简化这一研发过程。在当前这一进展阶段,科学家工程师在解决与使用单一或多种治疗药物调节多种疾病以及凭借药物作用途径知识识别药效学生物标志物相关的治疗学问题方面具有独特的优势。本文强调了在药物研发成本飙升且寻找有效疗法颇具挑战的时代,这些原则的价值。
许多未得到治疗的疾病并非单基因疾病,而是由多种基因缺陷导致的。由于这种复杂性,计算、逻辑和系统层面的理解对于发现新疗法至关重要。科学家工程师在利用这类理解推进治疗学发现方面具有独特的优势。这项工作突出了科学家工程师视角的益处,并强调了这些方法对未来治疗学发展的潜在影响。通过阐述科学家工程师的工具集并提高对这种方法的认识,本文在研发成本不断上升且药物淘汰率高的时代,有望影响未来的治疗学发展努力。