Miller Karla L, Alfaro-Almagro Fidel, Bangerter Neal K, Thomas David L, Yacoub Essa, Xu Junqian, Bartsch Andreas J, Jbabdi Saad, Sotiropoulos Stamatios N, Andersson Jesper L R, Griffanti Ludovica, Douaud Gwenaëlle, Okell Thomas W, Weale Peter, Dragonu Iulius, Garratt Steve, Hudson Sarah, Collins Rory, Jenkinson Mark, Matthews Paul M, Smith Stephen M
Oxford Centre for Functional MRI of the Brain (FMRIB), University of Oxford, Oxford, UK.
Department of Electrical Engineering, Brigham Young University, Provo, Utah, USA.
Nat Neurosci. 2016 Nov;19(11):1523-1536. doi: 10.1038/nn.4393. Epub 2016 Sep 19.
Medical imaging has enormous potential for early disease prediction, but is impeded by the difficulty and expense of acquiring data sets before symptom onset. UK Biobank aims to address this problem directly by acquiring high-quality, consistently acquired imaging data from 100,000 predominantly healthy participants, with health outcomes being tracked over the coming decades. The brain imaging includes structural, diffusion and functional modalities. Along with body and cardiac imaging, genetics, lifestyle measures, biological phenotyping and health records, this imaging is expected to enable discovery of imaging markers of a broad range of diseases at their earliest stages, as well as provide unique insight into disease mechanisms. We describe UK Biobank brain imaging and present results derived from the first 5,000 participants' data release. Although this covers just 5% of the ultimate cohort, it has already yielded a rich range of associations between brain imaging and other measures collected by UK Biobank.
医学成像在疾病早期预测方面具有巨大潜力,但在症状出现之前获取数据集存在困难且成本高昂,这阻碍了其发展。英国生物银行旨在通过从10万名主要健康的参与者那里获取高质量、持续采集的成像数据来直接解决这一问题,并在未来几十年跟踪健康结果。脑部成像包括结构、扩散和功能模态。连同身体和心脏成像、遗传学、生活方式测量、生物表型分析和健康记录一起,这种成像有望在各种疾病的最早阶段发现成像标志物,并为疾病机制提供独特的见解。我们描述了英国生物银行的脑部成像,并展示了从首批5000名参与者的数据发布中得出的结果。尽管这仅涵盖最终队列的5%,但它已经在脑部成像与英国生物银行收集的其他测量数据之间产生了丰富多样的关联。