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分布式账本技术在基因组学中的应用:主题分析及未来研究方向

A scoping review of distributed ledger technology in genomics: thematic analysis and directions for future research.

机构信息

Department of Economics and Management, Karlsruhe Institute of Technology, Karlsruhe, Germany.

HIDSS4Health-Helmholtz Information and Data Science School for Health, Karlsruhe/Heidelberg, Germany.

出版信息

J Am Med Inform Assoc. 2022 Jul 12;29(8):1433-1444. doi: 10.1093/jamia/ocac077.

Abstract

OBJECTIVE

Rising interests in distributed ledger technology (DLT) and genomics have sparked various interdisciplinary research streams with a proliferating number of scattered publications investigating the application of DLT in genomics. This review aims to uncover the current state of research on DLT in genomics, in terms of focal research themes and directions for future research.

MATERIALS AND METHODS

We conducted a scoping review and thematic analysis. To identify the 60 relevant papers, we queried Scopus, Web of Science, PubMed, ACM Digital Library, IEEE Xplore, arXiv, and BiorXiv.

RESULTS

Our analysis resulted in 7 focal themes on DLT in genomics discussed in literature, namely: (1) Data economy and sharing; (2) Data management; (3) Data protection; (4) Data storage; (5) Decentralized data analysis; (6) Proof of useful work; and (7) Ethical, legal, and social implications.

DISCUSSION

Based on the identified themes, we present 7 future research directions: (1) Investigate opportunities for the application of DLT concepts other than Blockchain; (2) Explore people's attitudes and behaviors regarding the commodification of genetic data through DLT-based genetic data markets; (3) Examine opportunities for joint consent management via DLT; (4) Investigate and evaluate data storage models appropriate for DLT; (5) Research the regulation-compliant use of DLT in healthcare information systems; (6) Investigate alternative consensus mechanisms based on Proof of Useful Work; and (7) Explore DLT-enabled approaches for the protection of genetic data ensuring user privacy.

CONCLUSION

While research on DLT in genomics is currently growing, there are many unresolved problems. This literature review outlines extant research and provides future directions for researchers and practitioners.

摘要

目的

分布式账本技术(DLT)和基因组学的兴起引发了各种跨学科研究,越来越多的分散出版物研究了 DLT 在基因组学中的应用。本综述旨在揭示 DLT 在基因组学研究中的现状,包括焦点研究主题和未来研究方向。

材料与方法

我们进行了范围界定综述和主题分析。为了确定 60 篇相关论文,我们在 Scopus、Web of Science、PubMed、ACM 数字图书馆、IEEE Xplore、arXiv 和 Biorxiv 上进行了查询。

结果

我们的分析产生了文献中讨论的 DLT 在基因组学中的 7 个焦点主题,即:(1)数据经济与共享;(2)数据管理;(3)数据保护;(4)数据存储;(5)去中心化数据分析;(6)有用工作证明;(7)伦理、法律和社会影响。

讨论

基于确定的主题,我们提出了 7 个未来的研究方向:(1)研究除区块链以外的 DLT 概念的应用机会;(2)通过基于 DLT 的遗传数据市场探索人们对遗传数据商品化的态度和行为;(3)研究通过 DLT 实现联合同意管理的机会;(4)研究适合 DLT 的数据存储模型;(5)研究在医疗保健信息系统中符合法规的数据使用;(6)研究基于有用工作证明的替代共识机制;(7)探索用于保护确保用户隐私的遗传数据的 DLT 启用方法。

结论

虽然 DLT 在基因组学方面的研究目前正在增长,但仍存在许多未解决的问题。本文献综述概述了现有研究,并为研究人员和从业者提供了未来的研究方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d443/9277639/60d8806f651a/ocac077f1.jpg

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