TY - JOUR
T1 - A framework for sharing of clinical and genetic data for precision medicine applications
AU - Elhussein, Ahmed
AU - Baymuradov, Ulugbek
AU - Gregersen, Peter
AU - Nicholson, Katharine
AU - Lindblad-Toh, Kerstin
AU - Rozenblatt-Rosen, Orit
AU - Van Keuren-Jensen, Kendall
AU - Sattler, Rita
AU - Lerner, Yossef
AU - Altschuler, Steven
AU - Wu, Lani
AU - Menon, Vilas
AU - McMillan, Corey
AU - Ravits, John
AU - Drory, Vivian
AU - Broce, Iris
AU - Harris, Brent
AU - Bin Zhang, Zhang
AU - Smith, Colin
AU - Hornstein, Eran
AU - Shalem, Ophir
AU - Paganoni, Sabrina
AU - Raj, Towfique
AU - Babu, Suma
AU - Baloh, Robert H.
AU - Gotkine, Marc
AU - Stefanis, Leonidas
AU - Adams, Darius J.
AU - Lange, Dale J.
AU - Atassi, Nazem
AU - Crary, John
AU - Phillips-Cremins, Jennifer
AU - Poss, Mary
AU - Aronica, Eleonora
AU - Harms, Matt
AU - Bowser, Robert
AU - Nath, Avindra
AU - Dubnau, Joshua
AU - Patsopoulos, Nikolaos A.
AU - Hammell, Molly G.
AU - Heiman-Patterson, Terry
AU - MacGowan, Daniel J.
AU - Pal, Suvankar
AU - Chandran, Siddharthan
AU - Miller, Timothy M.
AU - Dardiotis, Efthimios
AU - Finkbeiner, Steve
AU - Thompson, Leslie M.
AU - Cox, Gregory A.
AU - Fratta, Pietro
N1 - Publisher Copyright: © The Author(s) 2024.
PY - 2024/9/3
Y1 - 2024/9/3
N2 - Precision medicine has the potential to provide more accurate diagnosis, appropriate treatment and timely prevention strategies by considering patients’ biological makeup. However, this cannot be realized without integrating clinical and omics data in a data-sharing framework that achieves large sample sizes. Systems that integrate clinical and genetic data from multiple sources are scarce due to their distinct data types, interoperability, security and data ownership issues. Here we present a secure framework that allows immutable storage, querying and analysis of clinical and genetic data using blockchain technology. Our platform allows clinical and genetic data to be harmonized by combining them under a unified framework. It supports combined genotype–phenotype queries and analysis, gives institutions control of their data and provides immutable user access logs, improving transparency into how and when health information is used. We demonstrate the value of our framework for precision medicine by creating genotype–phenotype cohorts and examining relationships within them. We show that combining data across institutions using our secure platform increases statistical power for rare disease analysis. By offering an integrated, secure and decentralized framework, we aim to enhance reproducibility and encourage broader participation from communities and patients in data sharing.
AB - Precision medicine has the potential to provide more accurate diagnosis, appropriate treatment and timely prevention strategies by considering patients’ biological makeup. However, this cannot be realized without integrating clinical and omics data in a data-sharing framework that achieves large sample sizes. Systems that integrate clinical and genetic data from multiple sources are scarce due to their distinct data types, interoperability, security and data ownership issues. Here we present a secure framework that allows immutable storage, querying and analysis of clinical and genetic data using blockchain technology. Our platform allows clinical and genetic data to be harmonized by combining them under a unified framework. It supports combined genotype–phenotype queries and analysis, gives institutions control of their data and provides immutable user access logs, improving transparency into how and when health information is used. We demonstrate the value of our framework for precision medicine by creating genotype–phenotype cohorts and examining relationships within them. We show that combining data across institutions using our secure platform increases statistical power for rare disease analysis. By offering an integrated, secure and decentralized framework, we aim to enhance reproducibility and encourage broader participation from communities and patients in data sharing.
UR - http://www.scopus.com/inward/record.url?scp=85203253370&partnerID=8YFLogxK
U2 - https://doi.org/10.1038/s41591-024-03239-5
DO - https://doi.org/10.1038/s41591-024-03239-5
M3 - مقالة
C2 - 39227443
SN - 1078-8956
JO - Nature Medicine
JF - Nature Medicine
ER -