Bordeaux PharmacoEpi, INSERM CIC-P1401, Univ. Bordeaux, Bordeaux, France.
Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands.
Clin Pharmacol Ther. 2022 Jan;111(1):321-331. doi: 10.1002/cpt.2476. Epub 2021 Nov 26.
In 2019, the Innovative Medicines Initiative (IMI) funded the ConcePTION project-Building an ecosystem for better monitoring and communicating safety of medicines use in pregnancy and breastfeeding: validated and regulatory endorsed workflows for fast, optimised evidence generation-with the vision that there is a societal obligation to rapidly reduce uncertainty about the safety of medication use in pregnancy and breastfeeding. The present paper introduces the set of concepts used to describe the European data sources involved in the ConcePTION project and illustrates the ConcePTION Common Data Model (CDM), which serves as the keystone of the federated ConcePTION network. Based on data availability and content analysis of 21 European data sources, the ConcePTION CDM has been structured with six tables designed to capture data from routine healthcare, three tables for data from public health surveillance activities, three curated tables for derived data on population (e.g., observation time and mother-child linkage), plus four metadata tables. By its first anniversary, the ConcePTION CDM has enabled 13 data sources to run common scripts to contribute to major European projects, demonstrating its capacity to facilitate effective and transparent deployment of distributed analytics, and its potential to address questions about utilization, effectiveness, and safety of medicines in special populations, including during pregnancy and breastfeeding, and, more broadly, in the general population.
2019 年,创新药物倡议(IMI)资助了 ConcePTION 项目——建立一个更好地监测和交流妊娠期和哺乳期用药安全性的生态系统:经过验证并得到监管部门认可的快速优化证据生成工作流程——其愿景是社会有义务迅速减少对妊娠期和哺乳期用药安全性的不确定性。本文介绍了用于描述 ConcePTION 项目中涉及的欧洲数据源的一组概念,并说明了 ConcePTION 通用数据模型(CDM),它是联邦 ConcePTION 网络的基石。基于 21 个欧洲数据源的数据可用性和内容分析, ConcePTION CDM 已构建了六个表,旨在从常规医疗保健中捕获数据,三个表用于公共卫生监测活动的数据,三个经过策划的表用于人群衍生数据(例如,观察时间和母婴关联),外加四个元数据表。在 ConcePTION CDM 成立一周年之际,已有 13 个数据源运行通用脚本,为主要的欧洲项目做出贡献,这证明了它能够促进分布式分析的有效和透明部署,并且有可能解决有关特殊人群(包括妊娠期和哺乳期)以及更广泛的一般人群中药物的利用、有效性和安全性的问题。