Department of Neurology, Brigham and Women's Hospital, Laboratory for Neuroimaging Research, Partners MS Center, Harvard Medical School, Boston, MA.
Department of Radiology, Brigham and Women's Hospital, Laboratory for Neuroimaging Research, Partners MS Center, Harvard Medical School, Boston, MA.
J Neuroimaging. 2020 Mar;30(2):212-218. doi: 10.1111/jon.12688. Epub 2020 Jan 29.
Brain MRI-derived lesions and atrophy are related to multiple sclerosis (MS) disability. In the Serially Unified Multicenter MS Investigation (SUMMIT), from Brigham and Women's Hospital (BWH) and University of California, San Francisco (UCSF), we assessed whether MRI methodologic heterogeneity may limit the ability to pool multisite data sets to assess 5-year clinical-MRI associations.
Patients with relapsing-remitting (RR) MS (n = 100 from each site) underwent baseline brain MRI and baseline and 5-year clinical evaluations. Patients were matched on sex (74 women each), age, disease duration, and Expanded Disability Status Scale (EDSS) score. MRI was performed with differences between sites in both acquisition (field strength, voxel size, pulse sequences), and postprocessing pipeline to assess brain parenchymal fraction (BPF) and T2 lesion volume (T2LV).
The UCSF cohort showed higher correlation than the BWH cohort between T2LV and disease duration. UCSF showed a higher inverse correlation between BPF and age than BWH. UCSF showed a higher inverse correlation than BWH between BPF and 5-year EDSS score. Both cohorts showed inverse correlations between BPF and T2LV, with no between-site difference. The pooled but not individual cohort data showed a link between a lower baseline BPF and the subsequent 5-year worsening in disability in addition to other stronger relationships in the data.
MRI acquisition and processing differences may result in some degree of heterogeneity in assessing brain lesion and atrophy measures in patients with MS. Pooling of data across sites is beneficial to correct for potential biases in individual data sets.
脑 MRI 病变和萎缩与多发性硬化症(MS)的残疾有关。在 Brigham 和 Women's Hospital(BWH)和加利福尼亚大学旧金山分校(UCSF)的连续统一多中心 MS 研究(SUMMIT)中,我们评估了 MRI 方法学的异质性是否会限制汇总多站点数据集以评估 5 年临床-MRI 关联的能力。
100 名缓解-复发型(RR)MS 患者(每个站点 74 名女性)接受了基线脑 MRI 和基线及 5 年临床评估。患者按性别(每个站点 74 名女性)、年龄、疾病持续时间和扩展残疾状况量表(EDSS)评分进行匹配。MRI 在采集(场强、体素大小、脉冲序列)和后处理管道方面存在站点间差异,以评估脑实质分数(BPF)和 T2 病变体积(T2LV)。
UCSF 队列的 T2LV 与疾病持续时间之间的相关性高于 BWH 队列。UCSF 队列的 BPF 与年龄呈负相关,高于 BWH 队列。UCSF 队列的 BPF 与 5 年 EDSS 评分之间的负相关高于 BWH 队列。两个队列的 BPF 与 T2LV 之间均呈负相关,且站点间无差异。虽然个体队列的数据没有显示,但综合数据显示基线 BPF 较低与随后 5 年残疾恶化之间存在关联,此外数据中还存在其他更强的关系。
MRI 采集和处理差异可能导致评估 MS 患者脑病变和萎缩指标存在一定程度的异质性。跨站点的数据汇总有助于纠正单个数据集的潜在偏差。