Establishing a common federated infrastructure for secure API-driven multi-party federation on clinico-genomic cohorts
Establishing a common federated infrastructure for secure API-driven multi-party federation on clinico-genomic cohorts
批准号:
MC_PC_21026
负责人:
Serena Nik-Zainal
金额:
$25.5万
依托单位:
依托单位国家:
英国
项目类别:
Intramural
财政年份:
2022
资助国家:
英国
项目状态:
已结题
起止时间:
2022 至 --
中文摘要
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英文摘要
Trusted Research Environments (TREs) are secure spaces for researchers to access and analyse sensitive data. They help prevent unauthorised access and/or re-identification of individuals from de-identified data. Many research institutions and data providers have their own TREs, but their TREs currently cannot “talk” to each other. The ability for TREs to talk is known as federation. Even where researchers are allowed to use data held in two separate TREs, analysing them together would still require their combination within a single TRE. This is challenging and costly with large datasets, like whole genome sequences, and can delay new discoveries. We propose a UK first demonstration of federation of genomic data by bridging the TREs of the NIHR Cambridge Biomedical Research Centre and Genomics England. Both contain rich, secure, governed sources of fully consented clinical-genomic data from patients.After querying the data within the two separate TREs to find individuals with certain characteristics, a joint analysis will be run within both environments, and the results combined in a separate secure cloud environment. This means that no original data will move, only results.New standards for federated TRE systems will be developed and shared. Learning from the project will unlock unprecedented possibilities for collaborations with clinical-genomic data across the research councils, potentially leading to new discoveries with long term public benefit.
期刊论文(4)
专著(0)
科研奖励(0)
会议论文
DOI:
10.1016/j.ccell.2023.04.002
发表时间:
2023-05-08
期刊:
CANCER CELL
影响因子:
50.3
作者:
[Hutten, Stefan J., de Bruijn, Roebi, Lutz, Catrin, Badoux, Madelon, Eijkman, Timo, Chao, Xue, Ciwinska, Marta, Sheinman, Michael, Messal, Hendrik, Herencia-Ropero, Andrea, Kristel, Petra, Mulder, Lennart, van der Waal, Rens, Sanders, Joyce, Almekinders, Mathilde M., Llop-Guevara, Alba, Davies, Helen R., van Haren, Matthijs J., Martin, Nathaniel I., Behbod, Fariba, Nik-Zainal, Serena, Serra, Violeta, van Rheenen, Jacco, Lips, Esther H., Wessels, Lodewyk F. A., Grand Challenge PRECISION Consortium, Jelle, Wesseling, Jelle, Scheele, Colinda L. G. J., Jonkers, Jos]
通讯作者:
Jonkers, Jos
Diagnosis of Ovarian Carcinoma Homologous Recombination DNA Repair Deficiency From Targeted Gene Capture Oncology Assays.
通过靶向基因捕获肿瘤学检测诊断卵巢癌同源重组 DNA 修复缺陷。
DOI:
10.1200/po.22.00720
发表时间:
2023
期刊:
JCO precision oncology
影响因子:
4.6
作者:
[Krumm N]
通讯作者:
Krumm N
Multi-party trusted research environment federation: Establishing infrastructure for secure analysis across different clinical-genomic datasets
多方可信研究环境联盟:建立跨不同临床基因组数据集进行安全分析的基础设施
DOI:
10.5281/zenodo.7085535
发表时间:
2022
期刊:
影响因子:
--
作者:
[Nik-Zainal P]
通讯作者:
Nik-Zainal P
国内基金
海外基金
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