Chronic Active Lesions and Larger Choroid Plexus Explain Cognition and Fatigue in Multiple Sclerosis

被引:22
作者
Preziosa, Paolo [1 ,2 ,3 ]
Pagani, Elisabetta [1 ]
Meani, Alessandro [1 ]
Storelli, Loredana
Margoni, Monica [1 ,2 ,4 ]
Yudin, Yury [1 ]
Tedone, Nicolo [1 ]
Biondi, Diana [1 ]
Rubin, Martina [1 ,2 ,3 ]
Rocca, Maria A. [2 ,3 ]
Filippi, Massimo [1 ,2 ,3 ,4 ,5 ]
机构
[1] IRCCS San Raffaele Sci Inst, Neuroimaging Res Unit, Div Neurosci, Milan, Italy
[2] IRCCS San Raffaele Sci Inst, Neurol Unit, Milan, Italy
[3] Univ Vita Salute San Raffaele, Milan, Italy
[4] IRCCS San Raffaele Sci Inst, Neurorehabil Unit, Milan, Italy
[5] IRCCS San Raffaele Sci Inst, Neurophysiol Serv, Milan, Italy
关键词
MRI; SEGMENTATION; INFLAMMATION; IMPAIRMENT; BRAIN;
D O I
10.1212/NXI.0000000000200205
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background and Objectives Chronic inflammation may contribute to cognitive dysfunction and fatigue in patients with multiple sclerosis (MS). Paramagnetic rim lesions (PRLs) and choroid plexus (CP) enlargement have been proposed as markers of chronic inflammation in MS being associated with a more severe disease course. However, their relation with cognitive impairment and fatigue has not been fully explored yet. Here, we investigated the contribution of PRL number and volume and CP enlargement to cognitive impairment and fatigue in patients with MS. Methods Brain 3T MRI, neurologic evaluation, and neuropsychological assessment, including the Brief Repeatable Battery of Neuropsychological Tests and Modified Fatigue Impact Scale, were obtained from 129 patients with MS and 73 age-matched and sex-matched healthy controls (HC). PRLs were identified on phase images of susceptibility-weighted imaging, whereas CP volume was quantified using a fully automatic method on brain three-dimensional T1-weighted and fluid-attenuated inversion recovery MRI sequences. Predictors of cognitive impairment and fatigue were identified using random forest. Results Thirty-six (27.9%) patients with MS were cognitively impaired, and 31/113 (27.4%) patients had fatigue. Fifty-nine (45.7%) patients with MS had >= 1 PRLs (median = 0, interquartile range = 0;2). Compared with HC, patients with MS showed significantly higher T2-hyperintense white matter lesion (WM) volume; lower normalized brain, thalamic, hippocampal, caudate, cortical, and WM volumes; and higher normalized CP volume (p from <0.001 to 0.040). The predictors of cognitive impairment (relative importance) (out-of-bag area under the curve [OOB-AUC] = 0.707) were normalized brain volume (100%), normalized caudate volume (89.1%), normalized CP volume (80.3%), normalized cortical volume (70.3%), number (67.3%) and volume (66.7%) of PRLs, and T2-hyperintense WM lesion volume (64.0%). Normalized CP volume was the only predictor of the presence of fatigue (OOB-AUC = 0.563). Discussion Chronic inflammation, with higher number and volume of PRLs and enlarged CP, may contribute to cognitive impairment in MS in addition to gray matter atrophy. The contribution of enlarged CP in explaining fatigue supports the relevance of immune-related processes in determining this manifestation independently of disease severity. PRLs and CP enlargement may contribute to the pathophysiology of cognitive impairment and fatigue in MS, and they may represent clinically relevant therapeutic targets to limit the impact of these clinical manifestations in MS.
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页数:14
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