Cognitive functions in multiple sclerosis: impact of gray matter integrity

被引:41
|
作者
Llufriu, Sara [1 ,2 ]
Martinez-Heras, Eloy [1 ,2 ]
Fortea, Juan [3 ]
Blanco, Yolanda [1 ,2 ]
Berenguer, Joan [2 ,4 ,5 ]
Gabilondo, Inigo [1 ,2 ]
Ibarretxe-Bilbao, Naroa [6 ]
Falcon, Carles [7 ,8 ]
Sepulveda, Maria [1 ,2 ]
Sola-Valls, Nuria [1 ,2 ]
Bargallo, Nuria [2 ,4 ,5 ,7 ]
Graus, Francesc [1 ,2 ]
Villoslada, Pablo [1 ,2 ]
Saiz, Albert [1 ,2 ]
机构
[1] Univ Barcelona, Serv Neurol, Ctr Neuroimmunol, Hosp Clin, Barcelona, Spain
[2] Univ Barcelona, Inst Invest Biomed August Pi & Sunyer IDIBAPS, Barcelona, Spain
[3] Hosp Santa Creu & Sant Pau, Serv Neurol, Memory Unit, Barcelona, Spain
[4] Univ Barcelona, Serv Radiol, E-08007 Barcelona, Spain
[5] Univ Barcelona, Diagnost Imaging Ctr, Hosp Clin, E-08007 Barcelona, Spain
[6] Univ Deusto, Fac Psychol & Educ, Dept Methods & Expt Psychol, Bilbao, Spain
[7] Inst Invest Biomed August Pi & Sunyer IDIBAPS, Med Imaging Platform, Barcelona, Spain
[8] CIBER BBN, Barcelona, Spain
关键词
Multiple sclerosis; cognitive function; MRI; diffusion tensor imaging; voxel-based analysis; tract-based spatial statistics; RELAPSING-REMITTING MS; EPISODIC MEMORY; IMPAIRMENT; BRAIN; REGISTRATION; DYSFUNCTION; ATROPHY; LESIONS; ASSOCIATION; MORPHOMETRY;
D O I
10.1177/1352458513503722
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objectives: Our aim was to investigate the impact of gray matter (GM) integrity on cognitive performance in multiple sclerosis (MS), and its relationship with white matter (WM) integrity and presence of lesions. Methods: Sixty-seven patients with MS and 26 healthy controls underwent voxel-based analysis of diffusion tensor images (DTI) in GM and tract-based spatial statistics (TBSS) from WM to identify the regional correlations between cognitive functions and integrity. Lesion probability mapping (LPM) was generated for correlation analysis with cognition. Multiple linear regression analyses were used to identify the imaging measures associated with cognitive scores. Results: Compared with controls, patients showed abnormal DTI indices in several GM regions and in most WM tracts. Impairment in DTI indices in specific GM regions was associated with worse performance of distinct cognitive functions. Those regions showed anatomical correspondence with cognitively relevant tracts in TBSS and LPM. The combination of regional GM and WM DTI and lesion volume accounted for 36-51% of the variance of memory and attention scores. Regional GM DTI explained less than 5% of that variance. Conclusion: GM and WM integrity of specific networks influences cognitive performance in MS. However, GM damage assessed by DTI only adds a small increment to the explained variance by WM in predicting cognitive functioning.
引用
收藏
页码:424 / 432
页数:9
相关论文
共 50 条
  • [21] Impact of MRI activity on cognitive functions in multiple sclerosis
    Fenu, G.
    Arru, M.
    Lorefice, L.
    Coghe, G.
    Frau, J.
    Fronza, M.
    Loi, L.
    Sechi, V.
    Contu, F.
    Cabras, F.
    Barracciu, M. A.
    Marrosu, M. G.
    Cocco, E.
    [J]. MULTIPLE SCLEROSIS JOURNAL, 2017, 23 : 574 - 574
  • [22] Impact of depression and fatigue on cognitive functions in multiple sclerosis
    Ignatova, V.
    Stoyanova, Ts
    Todorova, L.
    Haralanov, L.
    [J]. MULTIPLE SCLEROSIS JOURNAL, 2013, 19 (07) : 985 - 986
  • [23] Estrogen's impact on cognitive functions in multiple sclerosis
    Sandyk, R
    [J]. INTERNATIONAL JOURNAL OF NEUROSCIENCE, 1996, 86 (1-2) : 23 - 31
  • [24] MicroRNAs in gray and white matter multiple sclerosis lesions: impact on pathophysiology
    Teuber-Hanselmann, Sarah
    Meinl, Edgar
    Junker, Andreas
    [J]. JOURNAL OF PATHOLOGY, 2020, 250 (05): : 496 - 509
  • [25] Iron and Volume in the Deep Gray Matter: Association with Cognitive Impairment in Multiple Sclerosis
    Modica, C. M.
    Zivadinov, R.
    Dwyer, M. G.
    Bergsland, N.
    Weeks, A. R.
    Benedict, R. H. B.
    [J]. AMERICAN JOURNAL OF NEURORADIOLOGY, 2015, 36 (01) : 57 - 62
  • [26] An overview of the association between gray matter damage and cognitive impairment in multiple sclerosis
    Tur, Carmen
    Ciccarelli, Olga
    [J]. NEURODEGENERATIVE DISEASE MANAGEMENT, 2012, 2 (05) : 503 - 515
  • [27] Regional white matter and gray matter damage and cognitive performances in multiple sclerosis according to sex
    Tedone, Nicolo
    Preziosa, Paolo
    Meani, Alessandro
    Pagani, Elisabetta
    Vizzino, Carmen
    Filippi, Massimo
    Rocca, Maria A.
    [J]. MOLECULAR PSYCHIATRY, 2023, 28 (04) : 1783 - 1792
  • [28] Regional white matter and gray matter damage and cognitive performances in multiple sclerosis according to sex
    Nicolò Tedone
    Paolo Preziosa
    Alessandro Meani
    Elisabetta Pagani
    Carmen Vizzino
    Massimo Filippi
    Maria A. Rocca
    [J]. Molecular Psychiatry, 2023, 28 : 1783 - 1792
  • [29] Is progressive multiple sclerosis a gray matter disease?
    Geurts, Jeroen J. G.
    [J]. ANNALS OF NEUROLOGY, 2008, 64 (03) : 230 - 232
  • [30] Gray-Matter Injury in Multiple Sclerosis
    Rudick, Richard A.
    Trapp, Bruce D.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2009, 361 (15): : 1505 - 1506