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Role of Knowledge Management in Development and Lifecycle Management of Biopharmaceuticals

机译:知识管理在生物制药开发和生命周期管理中的作用

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摘要

Knowledge Management (KM) is a key enabler for achieving quality in a lifecycle approach for production of biopharmaceuticals. Due to the important role that it plays towards successful implementation of Quality by Design (QbD), an analysis of KM solutions is needed. This work provides a comprehensive review of the interface between KM and QbD-driven biopharmaceutical production systems as perceived by academic as well as industrial viewpoints. A comprehensive set of 356 publications addressing the applications of KM tools to QbD-related tasks were screened and a query to gather industrial inputs from 17 major biopharmaceutical organizations was performed. Three KM tool classes were identified as having high relevance for biopharmaceutical production systems and have been further explored: knowledge indicators, ontologies, and process modeling. A proposed categorization of 16 distinct KM tool classes allowed for the identification of holistic technologies supporting QbD. In addition, the classification allowed for addressing the disparity between industrial and academic expectations regarding the application of KM methodologies. This is a first of a kind attempt and thus we think that this paper would be of considerable interest to those in academia and industry that are engaged in accelerating development and commercialization of biopharmaceuticals.Electronic supplementary materialThe online version of this article (doi:10.1007/s11095-016-2043-9) contains supplementary material, which is available to authorized users.
机译:知识管理(KM)是生命周期方法中生物制药生产质量的关键推动因素。由于它对成功实施设计质量(QbD)发挥着重要作用,因此需要对KM解决方案进行分析。这项工作全面地回顾了学术界和工业界认为的KM和QbD驱动的生物制药生产系统之间的接口。筛选了356份涉及KM工具在QbD相关任务中的应用的综合出版物,并对来自17个主要生物制药组织的工业投入进行了查询。确定了三种KM工具类别与生物制药生产系统具有高度相关性,并已进行了进一步的探索:知识指标,本体论和过程建模。对16种不同的KM工具类别的建议分类允许识别支持QbD的整体技术。另外,该分类可以解决关于KM方法论应用的工业和学术期望之间的差异。这是第一次尝试,因此我们认为,本文对于从事加速生物制药开发和商业化的学术界和工业界人士具有极大的兴趣。电子补充材料本文的在线版本(doi:10.1007 / s11095-016-2043-9)包含补充材料,授权用户可以使用。

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