Regional associations of white matter hyperintensities and early cortical amyloid pathology

被引:14
|
作者
Lorenzini, Luigi [1 ]
Ansems, Loes T. [1 ]
Alves, Isadora Lopes [1 ]
Ingala, Silvia [1 ]
Garcia, David Vallez [1 ]
Tomassen, Jori [2 ]
Sudre, Carole [3 ,4 ,5 ]
Salvado, Gemma [6 ,7 ]
Shekari, Mahnaz [6 ,7 ,8 ]
Operto, Gregory [6 ,7 ,9 ]
Brugulat-Serrat, Anna [6 ,7 ,9 ,10 ]
Sanchez-Benavides, Gonzalo [6 ,7 ,9 ]
ten Kate, Mara [1 ,2 ]
Tijms, Betty [2 ]
Wink, Alle Meije [1 ]
Mutsaerts, Henk J. M. M. [1 ]
den Braber, Anouk [2 ,11 ]
Visser, Pieter Jelle [2 ,12 ]
van Berckel, Bart N. M. [1 ]
Gispert, Juan Domingo [6 ,7 ,8 ,13 ]
Barkhof, Frederik [1 ,14 ,15 ]
Collij, Lyduine E. [1 ]
机构
[1] Amsterdam Neurosci, Dept Radiol & Nucl Med, Amsterdam Univ Med Ctr, Amsterdam, Netherlands
[2] Vrije Univ Amsterdam, Alzheimer Ctr Amsterdam, Dept Neurol, Amsterdam UMC,Amsterdam Neurosci, Amsterdam, Netherlands
[3] UCL, Ctr Med Image Comp CMIC, Dept Med Phys & Biomed Engn, London, England
[4] UCL, MRC Unit Lifelong Hlth & Ageing, London, England
[5] Kings Coll London, Sch Biomed Engn, London, England
[6] Pasqua Maragall Fdn, BarcelonaBeta Brain Res Ctr BBRC, Barcelona, Spain
[7] IMIM Hosp Mar Med Res Inst, Barcelona, Spain
[8] Univ Pompeu Fabra, Barcelona, Spain
[9] Ctr Invest Biomed Red Fragilidad & Envejecimiento, Madrid, Spain
[10] Univ Calif San Francisco, Equ Brain Hlth, San Francisco, CA 94143 USA
[11] Vrije Univ Amsterdam, Dept Biol Psychol, Neurosci Amsterdam, Amsterdam, Netherlands
[12] Maastricht Univ, Sch Mental Hlth & Neurosci, Dept Psychiat & Neuropsychol, Maastricht, Netherlands
[13] Ctr Invest Biomed Red Bioingn Biomat & Nanomed, Madrid, Spain
[14] UCL, Queen Sq Inst Neurol, London, England
[15] UCL, Ctr Med Image Comp, London, England
基金
欧盟地平线“2020”;
关键词
white matter hyperintensities; amyloid PET; regional associations; multivariate analysis; pre-dementia population; VASCULAR RISK-FACTORS; ALZHEIMERS-DISEASE; COGNITIVE DECLINE; DEMENTIA; BETA; NEURODEGENERATION; CONNECTIVITY; DEPOSITION; PEOPLE; MODEL;
D O I
10.1093/braincomms/fcac150
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Lorenzini et al. describe two distinct regional patterns of association between white matter hyperintensities (WMHs) and early amyloid deposition, differentially related to vascular risk factors and cognitive performance. These results suggest the existence of vascular-dependent and -independent manifestations of WMH-amyloid regional association that might be related to distinct primary pathophysiology. White matter hyperintensities (WMHs) have a heterogeneous aetiology, associated with both vascular risk factors and amyloidosis due to Alzheimer's disease. While spatial distribution of both amyloid and WM lesions carry important information for the underlying pathogenic mechanisms, the regional relationship between these two pathologies and their joint contribution to early cognitive deterioration remains largely unexplored. We included 662 non-demented participants from three Amyloid Imaging to Prevent Alzheimer's disease (AMYPAD)-affiliated cohorts: EPAD-LCS (N = 176), ALFA+ (N = 310), and EMIF-AD PreclinAD Twin60++ (N = 176). Using PET imaging, cortical amyloid burden was assessed regionally within early accumulating regions (medial orbitofrontal, precuneus, and cuneus) and globally, using the Centiloid method. Regional WMH volume was computed using Bayesian Model Selection. Global associations between WMH, amyloid, and cardiovascular risk scores (Framingham and CAIDE) were assessed using linear models. Partial least square (PLS) regression was used to identify regional associations. Models were adjusted for age, sex, and APOE-e4 status. Individual PLS scores were then related to cognitive performance in 4 domains (attention, memory, executive functioning, and language). While no significant global association was found, the PLS model yielded two components of interest. In the first PLS component, a fronto-parietal WMH pattern was associated with medial orbitofrontal-precuneal amyloid, vascular risk, and age. Component 2 showed a posterior WMH pattern associated with precuneus-cuneus amyloid, less related to age or vascular risk. Component 1 was associated with lower performance in all cognitive domains, while component 2 only with worse memory. In a large pre-dementia population, we observed two distinct patterns of regional associations between WMH and amyloid burden, and demonstrated their joint influence on cognitive processes. These two components could reflect the existence of vascular-dependent and -independent manifestations of WMH-amyloid regional association that might be related to distinct primary pathophysiology.
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页数:10
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