Alterations in functional connectivity are associated with white matter lesions and information processing efficiency in multiple sclerosis

被引:9
作者
Soares, Jose Miguel [1 ,2 ]
Conde, Raquel [3 ]
Magalhaes, Ricardo [1 ,2 ,4 ]
Marques, Paulo [1 ,2 ]
Magalhaes, Rosana [5 ]
Gomes, Luciana [5 ]
Goncalves, Oscar F. [5 ,6 ,7 ,8 ,9 ]
Arantes, Mavilde [3 ,10 ]
Sampaio, Adriana [5 ]
机构
[1] Univ Minho, Life & Hlth Sci Res Inst ICVS, Sch Med, Campus Gualtar, P-4710057 Braga, Portugal
[2] ICVS 3Bs, PT Govt Associate Lab, Braga, Portugal
[3] Univ Porto, Fac Med, Porto, Portugal
[4] Clin Acad Ctr Braga, Braga, Portugal
[5] Univ Minho, Sch Psychol, Psychol Neurosci Lab, CIPsi, Braga, Portugal
[6] Univ Prebiteriana Mackenzie, Ctr Hlth & Biol Sci, Social & Cognit Neurosci Lab, BR-01241001 Sao Paulo, Brazil
[7] Univ Prebiteriana Mackenzie, Ctr Hlth & Biol Sci, Dev Disorders Program, BR-01241001 Sao Paulo, Brazil
[8] Harvard Med Sch, Spaulding Rehabil Hosp, Dept Phys Med & Rehabil, Spaulding Ctr Neuromodulat, Boston, MA 02115 USA
[9] Harvard Med Sch, Massachusetts Gen Hosp, Boston, MA 02115 USA
[10] Portuguese Inst Oncol, Div Neuroradiol, Dept Radiol, Porto, Portugal
关键词
Multiple sclerosis; White matter lesion; Resting State; Functional connectivity; Information processing efficiency; CLINICALLY ISOLATED SYNDROME; COGNITIVE IMPAIRMENT; NETWORKS; MS; DYSFUNCTION; MECHANISMS; FATIGUE; ATROPHY; DRIVEN;
D O I
10.1007/s11682-020-00264-z
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
Functional connectivity (FC) is typically altered in individuals with Multiple Sclerosis (MS). However, in relapsing-remitting multiple sclerosis (RRMS) patients, the relationship between brain FC, tissue integrity and cognitive impairment is still unclear as contradictory findings have been documented. In this exploratory study we compared both the whole brain connectome and resting state networks (RSNs) FC of twenty-one RRMS and seventeen healthy controls (HCs), using combined network based statistics and independent component analyses. The total white matter (WM) lesion volume and information processing efficiency were also correlated with FC in the RRMS group. Both whole brain connectome and individual RSNs FC were diminished in patients with RRMS compared to HC. Additionally, the reduction in FC was found to be a function of the total WM lesion volume, with greatest impact in those harboring the largest lesion volume. Finally, a positive correlation between FC and information processing efficiency was observed in RRMS. This complimentary whole brain and RSNs FC approach can contribute to clarify literature inconsistencies regarding FC alterations and provide new insights on the white matter structural damage in explaining functional abnormalities in RRMS.
引用
收藏
页码:375 / 388
页数:14
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