Cortical Thickness and Brain Connectivity Mediate the Relation Between White Matter Hyperintensity and Information Processing Speed in Cerebral Small Vessel Disease

被引:9
作者
da Silva, Pedro Henrique Rodrigues [1 ]
de Leeuw, Frank-Erik [2 ]
Zotin, Maria Clara Zanon [3 ,4 ]
Neto, Octavio Marques Pontes [5 ]
Leoni, Renata Ferranti [1 ]
Tuladhar, Anil M. [2 ]
机构
[1] Univ Sao Paulo, Dept Phys, FFCLRP, Ribeirao Preto, SP, Brazil
[2] Radboud Univ Nijmegen, Donders Ctr Med Neurosci, Nijmegen Med Ctr, Dept Neurol, Nijmegen, Netherlands
[3] MGH, Dept Neurol, J Philip Kistler Stroke Res Ctr, Boston, MA USA
[4] Ribeirao Preto Med Sch, Dept Med Imaging Hematol & Clin Oncol, Ribeirao Preto, Brazil
[5] Univ Sao Paulo, Hosp Clin, Ribeirao Preto Med Sch, Dept Neurosci & Behav Sci, Ribeirao Preto, Brazil
基金
巴西圣保罗研究基金会;
关键词
Cerebral small vessel disease; Brain connectivity; Cortical thickness; White matter hyperintensity; Information processing speed; Mediation; FUNCTIONAL CONNECTIVITY; COGNITIVE IMPAIRMENT; SUBCORTICAL INFARCTS; STATISTICAL APPROACH; EXECUTIVE FUNCTION; STATE; NETWORKS; FRONTOPARIETAL; LEUKOARAIOSIS; ASSOCIATION;
D O I
10.1007/s10548-023-00973-w
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
White matter hyperintensities of presumed vascular origin (WMH) are the most common imaging feature of cerebral small vessel disease (cSVD) and are associated with cognitive impairment, especially information processing speed (IPS) deficits. However, it is unclear how WMH can directly impact IPS or whether the cortical thickness and brain connectivity mediate such association. In this study, it was evaluated the possible mediating roles of cortical thickness and brain (structural and functional) connectivity on the relationship between WMH (also considering its topography distribution) and IPS in 389 patients with cSVD from the RUN-DMC (Radboud University Nijmegen Diffusion tensor and Magnetic resonance imaging Cohort) database. Significant (p < 0.05 after multiple comparisons correction) associations of WMH volume and topography with cortical thickness, brain connectivity, and IPS performance in cSVD individuals were found. Additionally, cortical thickness and brain structural and functional connectivity were shown to mediate the association of WMH volume and location with IPS scores. More specifically, frontal cortical thickness, functional sensorimotor network, and posterior thalamic radiation tract were the essential mediators of WMH and IPS in this clinical group. This study provided insight into the mechanisms underlying the clinical relevance of white matter hyperintensities in information processing speed deficits in cSVD through cortical thinning and network disruptions.
引用
收藏
页码:613 / 630
页数:18
相关论文
共 80 条
[1]   Disrupted Cerebrocerebellar Intrinsic Functional Connectivity in Young Adults with High-Functioning Autism Spectrum Disorder: A Data-Driven, Whole-Brain, High-Temporal Resolution Functional Magnetic Resonance Imaging Study [J].
Anteraper, Sheeba Arnold ;
Guell, Xavier ;
D'Mello, Anila ;
Joshi, Neha ;
Whitfield-Gabrieli, Susan ;
Joshi, Gagan .
BRAIN CONNECTIVITY, 2019, 9 (01) :48-59
[2]   Association, commissural, and projection pathways and their functional deficit reported in literature [J].
Aralasmak, Ayse ;
Ulmer, John L. ;
Kocak, Mehmet ;
Salvan, Carmen V. ;
Hillis, Argye E. ;
Yousem, David M. .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2006, 30 (05) :695-715
[3]   Common Genetic Variation Indicates Separate Causes for Periventricular and Deep White Matter Hyperintensities [J].
Armstrong, Nicola J. ;
Mather, Karen A. ;
Sargurupremraj, Muralidharan ;
Knol, Maria J. ;
Malik, Rainer ;
Satizabal, Claudia L. ;
Yanek, Lisa R. ;
Wen, Wei ;
Gudnason, Vilmundur G. ;
Dueker, Nicole D. ;
Elliott, Lloyd T. ;
Hofer, Edith ;
Bis, Joshua ;
Jahanshad, Neda ;
Li, Shuo ;
Logue, Mark A. ;
Luciano, Michelle ;
Scholz, Markus ;
Smith, Albert V. ;
Trompet, Stella ;
Vojinovic, Dina ;
Xia, Rui ;
Alfaro-Almagro, Fidel ;
Ames, David ;
Amin, Najaf ;
Amouyel, Philippe ;
Beiser, Alexa S. ;
Brodaty, Henry ;
Deary, Ian J. ;
Fennema-Notestine, Christine ;
Gampawar, Piyush G. ;
Gottesman, Rebecca ;
Griffanti, Ludovica ;
Jack, Clifford R., Jr. ;
Jenkinson, Mark ;
Jiang, Jiyang ;
Kral, Brian G. ;
Kwok, John B. ;
Lampe, Leonie ;
Liewald, David C. M. ;
Maillard, Pauline ;
Marchini, Jonathan ;
Bastin, Mark E. ;
Mazoyer, Bernard ;
Pirpamer, Lukas ;
Rafael Romero, Jose ;
Roshchupkin, Gennady V. ;
Schofield, Peter R. ;
Schroeter, Matthias L. ;
Stott, David J. .
STROKE, 2020, 51 (07) :2111-2121
[4]   A fast diffeomorphic image registration algorithm [J].
Ashburner, John .
NEUROIMAGE, 2007, 38 (01) :95-113
[5]   A Novel Imaging Marker for Small Vessel Disease Based on Skeletonization of White Matter Tracts and Diffusion Histograms [J].
Baykara, Ebru ;
Gesierich, Benno ;
Adam, Ruth ;
Tuladhar, Anil Man ;
Biesbroek, J. Matthijs ;
Koek, Huiberdina L. ;
Ropele, Stefan ;
Jouvent, Eric ;
Chabriat, Hugues ;
Ertl-Wagner, Birgit ;
Ewers, Michael ;
Schmidt, Reinhold ;
de Leeuw, Frank-Erik ;
Biessels, Geert Jan ;
Dichgans, Martin ;
Duering, Marco .
ANNALS OF NEUROLOGY, 2016, 80 (04) :581-592
[6]   Memory and executive function in aging and AD: Multiple factors that cause decline and reserve factors that compensate [J].
Buckner, RL .
NEURON, 2004, 44 (01) :195-208
[7]   Complex brain networks: graph theoretical analysis of structural and functional systems [J].
Bullmore, Edward T. ;
Sporns, Olaf .
NATURE REVIEWS NEUROSCIENCE, 2009, 10 (03) :186-198
[8]   Bilateral Distance Partition of Periventricular and Deep White Matter Hyperintensities: Performance of the Method in the Aging Brain [J].
Chen, Jingyun ;
Mikheev, Artem V. ;
Yu, Han ;
Gruen, Matthew D. ;
Rusinek, Henry ;
Ge, Yulin .
ACADEMIC RADIOLOGY, 2021, 28 (12) :1699-1708
[9]   Impairments in Cognitive Function and Brain Connectivity in Severe Asymptomatic Carotid Stenosis [J].
Cheng, Hsien-Lin ;
Lin, Chun-Jen ;
Soong, Bing-Wen ;
Wang, Pei-Ning ;
Chang, Feng-Chi ;
Wu, Yu-Te ;
Chou, Kun-Hsien ;
Lin, Ching-Po ;
Tu, Pei-Chi ;
Lee, I-Hui .
STROKE, 2012, 43 (10) :2567-+
[10]   Functions of frontostriatal systems in cognition: Comparative neuropsychopharmacological studies in rats, monkeys and humans [J].
Chudasama, Y. ;
Robbins, T. W. .
BIOLOGICAL PSYCHOLOGY, 2006, 73 (01) :19-38