Fragment-Screen: From fragments to high affinity binders interfacing integrated structural biology, medicinal chemistry and artificial intelligence

片段筛选：从片段到连接集成结构生物学、药物化学和人工智能的高亲和力结合剂

基本信息

批准号：
10055557
负责人：
金额：
$ 24.16万
依托单位：
UNIVERSITY OF LEEDS
依托单位国家：
英国
项目类别：
EU-Funded
财政年份：
2023
资助国家：
英国
起止时间：
2023 至无数据
项目状态：
未结题

来源：
https://gtr.ukri.org/projects?ref=10055557
关键词：
Fragment Screen fragments affinity binders

项目摘要

Fragment-Screen will develop innovative instrumentation, workflows and experimental and computational methodologies for fragmentbased drug discovery (FBDD) enabling access to early phase structure-based drug discovery for all biological targets and for scientists both in industry and academia. The established workflows will use structural biology insights and associated data to feed artificial intelligence (AI) methodology to guide medicinal chemistry in drug development. Fragment-Screen brings together scientists from four ESFRI Landmark research infrastructures (RIs): ESRF (the European synchrotron) and the distributed RIs EU-OPENSCREEN ERIC (medicinal chemistry), ELIXIR (data resources for life science) under the coordination of Instruct-ERIC (integrated structural biology) and seven industry partners in scientific instrumentation and computational and AI sectors including SMEs to remove crucial bottlenecks in early phase drug discovery. The new instrumentation and workflows will be available at European RIs, while the new instruments will be commercialised to increase the technological competitiveness of European industry in drug design and the attractiveness of structural biology RIs for the pharmaceutical and biotech sectors. Fragment-Screen will implement open science approaches in early drug discovery to maximise the impact of screening campaigns. Generated data will be made accessible so that iterative cycles applying AI will improve response times for drug discovery. We will create a framework for the objective and independent evaluation of AI in drug design to identify critical developments in this thriving research field. Methodologies for rigorous cross-validation will be established through demonstrator and pilot studies and results will be disseminated to the large scientific communities affiliated to the European RIs and beyond.

Fragment-Screen 将为基于片段的药物发现 (FBDD) 开发创新仪器、工作流程以及实验和计算方法，使工业界和学术界的科学家能够针对所有生物靶标以及基于早期结构的药物发现。既定的工作流程将利用结构生物学见解和相关数据来提供人工智能（AI）方法，以指导药物开发中的药物化学。 Fragment-Screen 汇集了来自四个 ESFRI 标志性研究基础设施 (RI) 的科学家：ESRF（欧洲同步加速器）和分布式 RI EU-OPENSCREEN ERIC（药物化学）、ELIXIR（生命科学数据资源），并在 Instruct-ERIC 的协调下（综合结构生物学）以及包括中小企业在内的科学仪器、计算和人工智能领域的七个行业合作伙伴，以消除早期药物发现的关键瓶颈。新仪器和工作流程将在欧洲研究中心提供，同时新仪器将被商业化，以提高欧洲工业在药物设计方面的技术竞争力以及结构生物学研究中心对制药和生物技术领域的吸引力。 Fragment-Screen 将在早期药物发现中实施开放科学方法，以最大限度地发挥筛选活动的影响。生成的数据将可供访问，以便应用人工智能的迭代周期将缩短药物发现的响应时间。我们将创建一个框架，对药物设计中的人工智能进行客观、独立的评估，以确定这个蓬勃发展的研究领域的关键进展。将通过示范和试点研究建立严格的交叉验证方法，并将结果传播给欧洲研究中心及其他地区附属的大型科学界。