From the Neuroimaging Research Unit, Division of Neuroscience (C.C., P.P., P.V., A.M., E.P., T.M., M.A.R., M.F.), Neurology Unit (P.P., M.A.R., M.F.), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; and Vita-Salute San Raffaele University, Milan, Italy (M.A.R., M.F.).
Radiology. 2022 Mar;302(3):639-649. doi: 10.1148/radiol.2021210922. Epub 2021 Nov 30.
Background Altered callosal integrity has been associated with motor deficits in patients with multiple sclerosis (MS), but its contribution to disability has, to the knowledge of the authors, not been investigated by using multiparametric MRI approaches. Purpose To investigate structural and functional interhemispheric MRI substrates of global disability at different milestones and upper limb motor impairment in MS. Materials and Methods In this cross-sectional study, healthy control patients and patients with MS (between January 1, 2008, and December 31, 2016) were retrospectively selected from our hospital database. Clinical assessment included Expanded Disability Status Scale (EDSS), nine-hole peg test, and digital finger tapping test. By using structural and resting-state functional MRI sequences, probabilistic tractography of hand corticospinal tract fibers, and transcallosal fibers between hand-motor cortices (hereafter, referred to as hand-M1), supplementary motor areas (SMAs), premotor cortices (PMCs), and voxel-mirror homotopic connectivity (VMHC) were analyzed. Random forest analyses identified the MRI predictors of clinical disability at different milestones (EDSS scores of 3.0, 4.0, 6.0) and upper limb motor impairment (nine-hole peg test and finger tapping test scores < healthy control patients 5th percentile). Results One-hundred thirty healthy control patients (median age, 39 years; interquartile range, 31-50 years; 70 women) and 340 patients with MS (median age, 43 years; interquartile range, 33-51 years; 213 women) were studied. EDSS 3.0 predictors ( = 159) were global measures of atrophy and lesions together with damage measures of corticospinal tracts and transcallosal fibers between PMCs and SMAs (accuracy, 86%; = .001-.01). For EDSS 4.0 ( = 131), similar predictors were found in addition to damage in transcallosal fibers between hand-M1 (accuracy, 89%; = .001-.049). No MRI predictors were found for EDSS 6.0 ( = 70). Nine-hole peg test (right, = 161; left, = 166) and finger tapping test (right, = 117; left, = 111) impairments were predicted by damage in transcallosal fibers between SMAs and PMCs (accuracy range, 69%-77%; = .001-.049). VMHC abnormalities did not explain clinical outcomes. Conclusion Structural, not functional, abnormalities at MRI in transcallosal premotor and motor white matter fibers predicted severity of global disability and upper limb motor impairment in patients with multiple sclerosis. The informative role of such predictors appeared less evident at higher disability levels. © RSNA, 2021 See also the editorial by Barkhof and Pontillo in this issue.
背景 已有研究表明,多发性硬化症(MS)患者的胼胝体完整性改变与运动功能障碍有关,但据作者所知,尚未通过使用多参数 MRI 方法来研究其对残疾的影响。目的 探讨不同疾病阶段 MS 患者的整体残疾和上肢运动障碍与大脑半球间 MRI 结构和功能的关系。材料与方法 本回顾性横断面研究纳入了 2008 年 1 月 1 日至 2016 年 12 月 31 日期间我院数据库中的健康对照患者和 MS 患者。临床评估包括扩展残疾状况量表(EDSS)、九孔插栓测试和数字手指敲击测试。通过使用结构和静息状态功能 MRI 序列、手皮质脊髓束纤维的概率追踪以及手运动皮质(以下简称手-M1)、辅助运动区(SMA)、运动前皮质(PMC)之间的胼胝体纤维的弥散张量成像,分析了容积镜像同伦连接(VMHC)。随机森林分析确定了不同疾病阶段(EDSS 评分 3.0、4.0、6.0)和上肢运动障碍(九孔插栓测试和手指敲击测试得分<健康对照组第 5 百分位数)的 MRI 预测因子。结果 本研究共纳入了 130 名健康对照患者(中位年龄 39 岁;四分位间距 31-50 岁;70 名女性)和 340 名 MS 患者(中位年龄 43 岁;四分位间距 33-51 岁;213 名女性)。EDSS 3.0 的预测因子( = 159)为大脑半球萎缩和损伤的总体指标,以及皮质脊髓束和 SMA 与 PMC 之间的胼胝体纤维损伤的指标(准确率为 86%; =.001-.01)。对于 EDSS 4.0( = 131),还发现了 SMA 和 PMC 之间的胼胝体纤维损伤的类似预测因子,此外还有手-M1 之间的胼胝体纤维损伤(准确率为 89%; =.001-.049)。EDSS 6.0 没有 MRI 预测因子( = 70)。九孔插栓测试(右侧, = 161;左侧, = 166)和手指敲击测试(右侧, = 117;左侧, = 111)的损伤由 SMA 和 PMC 之间的胼胝体纤维损伤来预测(准确率范围为 69%-77%; =.001-.049)。VMHC 异常并不能解释临床结果。结论 MS 患者的胼胝体运动前和运动白质纤维的 MRI 结构而非功能异常预测了整体残疾和上肢运动障碍的严重程度。这些预测因子在较高的残疾水平下的信息作用似乎不太明显。