Comprehensive and personalized assessment of acute coronary syndrome by multiomic approach and artificial intelligence strategy

利用多组学方法和人工智能策略对急性冠脉综合征进行全面、个性化的评估

• 批准号: EP/X040267/1
• 负责人: Steven Watterson
• 金额: $ 11.11万
• 依托单位: University of Ulster
• 依托单位国家: 英国
• 项目类别: Research Grant
• 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=EP%2FX040267%2F1
• 关键词: Comprehensive; personalized; assessment; acute; coronary

The CardioSCOPE proposal aims to bring together experts from companies and academia throughout Europe to exchange and expand their expertise on interdisciplinary approaches, to enhance the Research and Innovation capacity of Europe in the field of cardiovascular diseases. Connecting and expanding Europe-wide biobanks and expertise through a comprehensive multiomics approach for the discovery of novel pathological players, CardioSCOPE will give deeper insights into acute coronary syndrome (ACS) development and progression towards major adverse cardiovascular events (MACE). We will use well-defined prospective cohorts to discover and validate novel genomic, transcriptomic, proteomic and metabolomic signatures specific for ACS and MACE, to be combined in multimarker models by machine learning/artificial intelligence algorithms, enabling more accurate ACS diagnosis and MACE prediction. This excellent research network aims at building scientists competent for the upcoming 'omics era by training and knowledge transfer. Specific research skills not available at home institutions will be acquired through individually designedsecondment plans, training schools, webinars and short-term courses. Intersectoral activities will improve entrepreneurial skills of consortium staff and facilitate transformation of scientific breakthroughs into commercially available products/services. CardioSCOPE includes experts with a wide clinical and research experience, access to patients with ACS and the expertise required for achieving set goals. World-class institutions gathered within this consortium (from 6 countries - 7 academic, 4 companies, 1 hospital) offer specific expertise, state-of-the-art equipment and adequate human resources to address these challenges. In summary, the results of this project will transcend our own scientific interests to enable a transfer of knowledge into a multidisciplinary environment and achieving significant impact on ACS management and policies in Europe.

CardioSCOPE提案旨在汇聚欧洲各地企业和学术界的专家，交流和扩展跨学科方法的专业知识，以增强欧洲在心血管疾病领域的研究和创新能力。 CardioSCOPE 通过全面的多组学方法连接和扩展欧洲范围内的生物库和专业知识，以发现新的病理因素，从而更深入地了解急性冠状动脉综合征 (ACS) 的发展和主要不良心血管事件 (MACE) 的进展。我们将使用明确的前瞻性队列来发现和验证针对 ACS 和 MACE 的新型基因组、转录组、蛋白质组和代谢组学特征，并通过机器学习/人工智能算法将其组合到多标记模型中，从而实现更准确的 ACS 诊断和 MACE 预测。这个优秀的研究网络旨在通过培训和知识转移培养有能力应对即将到来的“组学时代”的科​​学家。国内机构不具备的具体研究技能将通过单独设计的借调计划、培训学校、网络研讨会和短期课程获得。跨部门活动将提高联盟工作人员的创业技能，并促进将科学突破转化为商业产品/服务。 CardioSCOPE 包括具有广泛临床和研究经验、接触 ACS 患者以及实现既定目标所需专业知识的专家。该联盟汇聚了世界一流的机构（来自 6 个国家 - 7 家学术机构、4 家公司、1 家医院），提供特定的专业知识、最先进的设备和充足的人力资源来应对这些挑战。总之，该项目的结果将超越我们自己的科学利益，使知识能够转移到多学科环境中，并对欧洲的 ACS 管理和政策产生重大影响。