Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London London, UK.
Front Neurosci. 2013 Jun 10;7:95. doi: 10.3389/fnins.2013.00095. eCollection 2013.
Multi-center studies using magnetic resonance imaging facilitate studying small effect sizes, global population variance and rare diseases. The reliability and sensitivity of these multi-center studies crucially depend on the comparability of the data generated at different sites and time points. The level of inter-site comparability is still controversial for conventional anatomical T1-weighted MRI data. Quantitative multi-parameter mapping (MPM) was designed to provide MR parameter measures that are comparable across sites and time points, i.e., 1 mm high-resolution maps of the longitudinal relaxation rate (R1 = 1/T1), effective proton density (PD()), magnetization transfer saturation (MT) and effective transverse relaxation rate (R2() = 1/T2()). MPM was validated at 3T for use in multi-center studies by scanning five volunteers at three different sites. We determined the inter-site bias, inter-site and intra-site coefficient of variation (CoV) for typical morphometric measures [i.e., gray matter (GM) probability maps used in voxel-based morphometry] and the four quantitative parameters. The inter-site bias and CoV were smaller than 3.1 and 8%, respectively, except for the inter-site CoV of R2() (<20%). The GM probability maps based on the MT parameter maps had a 14% higher inter-site reproducibility than maps based on conventional T1-weighted images. The low inter-site bias and variance in the parameters and derived GM probability maps confirm the high comparability of the quantitative maps across sites and time points. The reliability, short acquisition time, high resolution and the detailed insights into the brain microstructure provided by MPM makes it an efficient tool for multi-center imaging studies.
多中心研究使用磁共振成像有助于研究小效应量、全球人群方差和罕见疾病。这些多中心研究的可靠性和敏感性在很大程度上取决于不同地点和时间点生成的数据的可比性。对于传统的解剖 T1 加权 MRI 数据,站点间的可比性水平仍存在争议。定量多参数映射(MPM)旨在提供可在站点和时间点之间进行比较的 MR 参数测量值,即 1 毫米高分辨率的纵向弛豫率(R1=1/T1)、有效质子密度(PD())、磁化传递饱和(MT)和有效横向弛豫率(R2() = 1/T2())图。通过在三个不同地点扫描五个志愿者,在 3T 下对 MPM 进行了验证,以用于多中心研究。我们确定了站点间偏差、站点间和站点内的变异性(CoV),用于典型的形态计量学测量值[即用于体素形态计量学的灰质(GM)概率图]和四个定量参数。除了 R2()的站点间 CoV(<20%)外,站点间偏差和 CoV 均小于 3.1%和 8%。基于 MT 参数图的 GM 概率图的站点间可重复性比基于传统 T1 加权图像的概率图高 14%。参数和衍生的 GM 概率图的站点间低偏差和方差证实了定量图在站点和时间点之间的高度可比性。MPM 具有高可靠性、短采集时间、高分辨率和对脑微结构的详细了解,使其成为多中心成像研究的有效工具。