Assessment of white matter hyperintensity severity using multimodal magnetic resonance imaging

被引:2
|
作者
Parent, Olivier [1 ,2 ]
Bussy, Aurelie [1 ,2 ]
Devenyi, Gabriel Allan [1 ,3 ]
Dai, Alyssa [1 ,2 ,5 ]
Costantino, Manuela [1 ]
Tullo, Stephanie [1 ,2 ]
Salaciak, Alyssa [1 ]
Bedford, Saashi [1 ,3 ]
Farzin, Sarah [1 ]
Beland, Marie-Lise [1 ]
Valiquette, Vanessa [1 ,2 ]
Villeneuve, Sylvia [1 ,3 ,4 ,5 ]
Poirier, Judes [3 ,4 ,6 ,7 ]
Tardif, Christine Lucas [5 ,8 ,9 ]
Dadar, Mahsa [3 ]
PREVENT AD Res Grp [4 ]
Chakravarty, M. Mallar [1 ,2 ,3 ,8 ]
机构
[1] Douglas Mental Hlth Univ Inst, Cerebral Imaging Ctr, 6875 Blvd LaSalle, Montreal, PQ H4H 1R3, Canada
[2] McGill Univ, Integrated Program Neurosci, Montreal, PQ H3A 1A1, Canada
[3] McGill Univ, Dept Psychiat, Montreal, PQ H3A 1A1, Canada
[4] Douglas Mental Hlth Univ Inst, Ctr Studies Prevent Alzheimers Dis, Montreal, PQ H4H 1R3, Canada
[5] Montreal Neurol Inst, McConnell Brain Imaging Ctr, Montreal, PQ H3A 2B4, Canada
[6] Douglas Mental Hlth Univ Inst, Mol Neurobiol Unit, Montreal, PQ H4H 1R3, Canada
[7] McGill Univ, Dept Med, Montreal, PQ H4A 3J1, Canada
[8] McGill Univ, Dept Biomed Engn, Montreal, PQ H3A 2B4, Canada
[9] McGill Univ, Dept Neurol & Neurosurg, Montreal, PQ H3A 1A1, Canada
基金
加拿大自然科学与工程研究理事会; 加拿大健康研究院;
关键词
small vessel disease; dementia; microstructure; relaxometry; cerebrovascular disease; SMALL VESSEL DISEASE; ALZHEIMERS-DISEASE; TRANSMIT FIELD; HUMAN BRAIN; PROGRESSION; MRI; VALIDATION; LESIONS; CLASSIFICATION; HETEROGENEITY;
D O I
10.1093/braincomms/fcad279
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 are radiological abnormalities reflecting cerebrovascular dysfunction detectable using MRI. White matter hyperintensities are often present in individuals at the later stages of the lifespan and in prodromal stages in the Alzheimer's disease spectrum. Tissue alterations underlying white matter hyperintensities may include demyelination, inflammation and oedema, but these are highly variable by neuroanatomical location and between individuals. There is a crucial need to characterize these white matter hyperintensity tissue alterations in vivo to improve prognosis and, potentially, treatment outcomes. How different MRI measure(s) of tissue microstructure capture clinically-relevant white matter hyperintensity tissue damage is currently unknown. Here, we compared six MRI signal measures sampled within white matter hyperintensities and their associations with multiple clinically-relevant outcomes, consisting of global and cortical brain morphometry, cognitive function, diagnostic and demographic differences and cardiovascular risk factors. We used cross-sectional data from 118 participants: healthy controls (n = 30), individuals at high risk for Alzheimer's disease due to familial history (n = 47), mild cognitive impairment (n = 32) and clinical Alzheimer's disease dementia (n = 9). We sampled the median signal within white matter hyperintensities on weighted MRI images [T1-weighted (T1w), T2-weighted (T2w), T1w/T2w ratio, fluid-attenuated inversion recovery (FLAIR)] as well as the relaxation times from quantitative T1 (qT1) and T2* (qT2*) images. qT2* and fluid-attenuated inversion recovery signals within white matter hyperintensities displayed different age- and disease-related trends compared to normal-appearing white matter signals, suggesting sensitivity to white matter hyperintensity-specific tissue deterioration. Further, white matter hyperintensity qT2*, particularly in periventricular and occipital white matter regions, was consistently associated with all types of clinically-relevant outcomes in both univariate and multivariate analyses and across two parcellation schemes. qT1 and fluid-attenuated inversion recovery measures showed consistent clinical relationships in multivariate but not univariate analyses, while T1w, T2w and T1w/T2w ratio measures were not consistently associated with clinical variables. We observed that the qT2* signal was sensitive to clinically-relevant microstructural tissue alterations specific to white matter hyperintensities. Our results suggest that combining volumetric and signal measures of white matter hyperintensity should be considered to fully characterize the severity of white matter hyperintensities in vivo. These findings may have implications in determining the reversibility of white matter hyperintensities and the potential efficacy of cardio- and cerebrovascular treatments. Parent et al. have used multimodal MRI to measure tissue damage within white matter hyperintensities (radiological indicators of vascular dysfunction prevalent in aging and Alzheimer's disease) and concluded that T2* is a microstructural measure sensitive to clinically-meaningful variations in white matter hyperintensity tissue damage. Graphical Abstract
引用
收藏
页数:18
相关论文
共 50 条
  • [31] Longitudinal Progression of White Matter Hyperintensity Severity in Chronic Stroke Aphasia
    Busby, Natalie
    Newman-Norlund, Roger
    Wilmskoetter, Janina
    Johnson, Lisa
    Rorden, Chris
    Gibson, Makayla
    Roth, Rebecca
    Wilson, Sarah
    Fridriksson, Julius
    Bonilha, Leonardo
    ARCHIVES OF REHABILITATION RESEARCH AND CLINICAL TRANSLATION, 2023, 5 (04)
  • [32] Magnetic resonance imaging assessment of brain maturation in preterm neonates with punctate white matter lesions
    Luca A. Ramenghi
    Monica Fumagalli
    Andrea Righini
    Laura Bassi
    Michela Groppo
    Cecilia Parazzini
    Elena Bianchini
    Fabio Triulzi
    Fabio Mosca
    Neuroradiology, 2007, 49 : 161 - 167
  • [33] Magnetic resonance imaging of diffuse axonal injury: Quantitative assessment of white matter lesion volume
    de la Plata, Carlos Marquez
    Ardelean, Andreea
    Della Koovakkattu
    Srinivasan, Priya
    Miller, Anna
    Phuong, Viet
    Harper, Caryn
    Moore, Carol
    Whittemore, Anthony
    Madden, Christopher
    Diaz-Arrastia, Ramon
    Devous, Michael, Sr.
    JOURNAL OF NEUROTRAUMA, 2007, 24 (04) : 591 - 598
  • [34] Magnetic resonance imaging assessment of brain maturation in preterm neonates with punctate white matter lesions
    Ramenghi, Luca A.
    Fumagalli, Monica
    Righini, Andrea
    Bassi, Laura
    Groppo, Michela
    Parazzini, Cecilia
    Bianchini, Elena
    Triulzi, Fabio
    Mosca, Fabio
    NEURORADIOLOGY, 2007, 49 (02) : 161 - 167
  • [35] NORMAL WHITE MATTER DEVELOPMENT AND WHITE MATTER LESIONS OF CHILDHOOD ON MAGNETIC-RESONANCE IMAGING
    RUMACK, CM
    HORGAN, JG
    DAVIS, KA
    UNDERWOOD, MA
    AMERICAN JOURNAL OF ROENTGENOLOGY, 1988, 151 (03) : 620 - 620
  • [36] NORMAL WHITE MATTER DEVELOPMENT AND WHITE MATTER LESIONS OF CHILDHOOD ON MAGNETIC-RESONANCE IMAGING
    RUMACK, CM
    HORGAN, JG
    DAVIS, KA
    UNDERWOOD, MA
    PEDIATRIC RADIOLOGY, 1988, 18 (05) : 439 - 439
  • [37] MAGNETIC-RESONANCE IMAGING OF COMPACT WHITE MATTER PATHWAYS
    CURNES, JT
    BURGER, PC
    DJANG, WT
    BOYKO, OB
    AMERICAN JOURNAL OF NEURORADIOLOGY, 1988, 9 (05) : 1025 - 1025
  • [39] Volumetric analyses of cerebral white matter hyperintensity lesions on magnetic resonance imaging in a Japanese population undergoing medical check-up
    Honda, Yuko
    Noguchi, Akio
    Maruyama, Keisuke
    Tamura, Akira
    Saito, Isamu
    Sei, Kazumi
    Soga, Takamasa
    Ushiba, Katsuaki
    Hirano, Teruyuki
    Sakurai, Takashi
    Shiokawa, Yoshiaki
    GERIATRICS & GERONTOLOGY INTERNATIONAL, 2015, 15 : 43 - 47
  • [40] Magnetic resonance imaging in the diagnosis of white matter signal abnormalities
    Datar, Ravi
    Prasad, Asuri Narayan
    Tay, Keng Yeow
    Rupar, Charles Anthony
    Ohorodnyk, Pavlo
    Miller, Michael
    Prasad, Chitra
    NEURORADIOLOGY JOURNAL, 2018, 31 (04): : 362 - 371