Prediction of dementia using diffusion tensor MRI measures: the OPTIMAL collaboration

痴呆 磁共振弥散成像 认知 医学 心理学 部分各向异性 内科学 心脏病学 物理医学与康复 磁共振成像 听力学 疾病 放射科 精神科
作者
Marco Egle,Saima Hilal,Anil M. Tuladhar,Lukas Pirpamer,Edith Hofer,Marco Duering,James Wason,Robin G. Morris,Martin Dichgans,Reinhold Schmidt,Daniel J. Tozer,Christopher Chen,Frank‐Erik de Leeuw,Hugh S. Markus
出处
期刊:Journal of Neurology, Neurosurgery, and Psychiatry [BMJ]
卷期号:93 (1): 14-23 被引量:21
标识
DOI:10.1136/jnnp-2021-326571
摘要

It has been suggested that diffusion tensor imaging (DTI) measures sensitive to white matter (WM) damage may predict future dementia risk not only in cerebral small vessel disease (SVD), but also in mild cognitive impairment. To determine whether DTI measures were associated with cognition cross-sectionally and predicted future dementia risk across the full range of SVD severity, we established the International OPtimising mulTImodal MRI markers for use as surrogate markers in trials of Vascular Cognitive Impairment due to cerebrAl small vesseL disease collaboration which included six cohorts.Among the six cohorts, prospective data with dementia incidences were available for three cohorts. The associations between six different DTI measures and cognition or dementia conversion were tested. The additional contribution to prediction of other MRI markers of SVD was also determined.The DTI measure mean diffusivity (MD) median correlated with cognition in all cohorts, demonstrating the contribution of WM damage to cognition. Adding MD median significantly improved the model fit compared to the clinical risk model alone and further increased in all single-centre SVD cohorts when adding conventional MRI measures. Baseline MD median predicted dementia conversion. In a study with severe SVD (SCANS) change in MD median also predicted dementia conversion. The area under the curve was best when employing a multimodal MRI model using both DTI measures and other MRI measures.Our results support a central role for WM alterations in dementia pathogenesis in all cohorts. DTI measures such as MD median may be a useful clinical risk predictor. The contribution of other MRI markers varied according to disease severity.
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