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基因PING:个人基因组数据的安全、可扩展管理。

GenePING: secure, scalable management of personal genomic data.

作者信息

Adida Ben, Kohane Isaac S

机构信息

CSAIL, MIT, Cambridge, MA, USA.

出版信息

BMC Genomics. 2006 Apr 26;7:93. doi: 10.1186/1471-2164-7-93.

Abstract

BACKGROUND

Patient genomic data are rapidly becoming part of clinical decision making. Within a few years, full genome expression profiling and genotyping will be affordable enough to perform on every individual. The management of such sizeable, yet fine-grained, data in compliance with privacy laws and best practices presents significant security and scalability challenges.

RESULTS

We present the design and implementation of GenePING, an extension to the PING personal health record system that supports secure storage of large, genome-sized datasets, as well as efficient sharing and retrieval of individual datapoints (e.g. SNPs, rare mutations, gene expression levels). Even with full access to the raw GenePING storage, an attacker cannot discover any stored genomic datapoint on any single patient. Given a large-enough number of patient records, an attacker cannot discover which data corresponds to which patient, or even the size of a given patient's record. The computational overhead of GenePING's security features is a small constant, making the system usable, even in emergency care, on today's hardware.

CONCLUSION

GenePING is the first personal health record management system to support the efficient and secure storage and sharing of large genomic datasets. GenePING is available online at http://ping.chip.org/genepinghtml, licensed under the LGPL.

摘要

背景

患者基因组数据正迅速成为临床决策的一部分。在几年内,全基因组表达谱分析和基因分型将变得足够经济实惠,可应用于每个人。按照隐私法和最佳实践来管理如此规模庞大但又细致入微的数据,带来了重大的安全和可扩展性挑战。

结果

我们展示了GenePING的设计与实现,它是PING个人健康记录系统的扩展,支持安全存储大型基因组规模的数据集,以及高效共享和检索单个数据点(例如单核苷酸多态性、罕见突变、基因表达水平)。即使攻击者能够完全访问GenePING的原始存储,也无法发现任何单个患者存储的基因组数据点。在有足够数量患者记录的情况下,攻击者无法发现哪些数据对应哪些患者,甚至无法得知给定患者记录的大小。GenePING安全功能的计算开销是一个很小的常量,这使得该系统即使在紧急护理中,在当今的硬件上也可使用。

结论

GenePING是首个支持高效、安全存储和共享大型基因组数据集的个人健康记录管理系统。GenePING可在http://ping.chip.org/genepinghtml在线获取,遵循LGPL许可。

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