Patient-centered connectivity-based prediction of tau pathology spread in Alzheimer's disease

被引:107
|
作者
Franzmeier, Nicolai [1 ]
Dewenter, Anna [1 ]
Frontzkowski, Lukas [1 ]
Dichgans, Martin [1 ,2 ,3 ]
Rubinski, Anna [1 ]
Neitzel, Julia [1 ]
Smith, Ruben [4 ,5 ]
Strandberg, Olof [5 ]
Ossenkoppele, Rik [5 ,6 ]
Buerger, Katharina [1 ,3 ]
Duering, Marco [1 ]
Hansson, Oskar [5 ,7 ]
Ewers, Michael [1 ,3 ]
机构
[1] Ludwig Maximilians Univ Munchen, Univ Hosp, Inst Stroke & Dementia Res ISD, Munich, Germany
[2] Munich Cluster Syst Neurol, Munich, Germany
[3] German Ctr Neurodegenerat Dis DZNE, Munich, Germany
[4] Skane Univ Hosp, Dept Neurol, Lund, Sweden
[5] Lund Univ, Dept Clin Sci Malmo, Clin Memory Res Unit, Lund, Sweden
[6] Vrije Univ Amsterdam, Alzheimer Ctr Amsterdam, Dept Neurol, Amsterdam UMC, Amsterdam, Netherlands
[7] Skane Univ Hosp, Memory Clin, Malmo, Sweden
基金
瑞典研究理事会; 加拿大健康研究院; 美国国家卫生研究院;
关键词
COGNITIVE IMPAIRMENT; DEFINED SUBTYPES; PET PATTERNS; F-18-AV-1451; MODEL; QUANTIFICATION; PROPAGATION; CONNECTOME; ATROPHY; BINDING;
D O I
10.1126/sciadv.abd1327
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In Alzheimer's disease (AD), the Braak staging scheme suggests a stereotypical tau spreading pattern that does, however, not capture interindividual variability in tau deposition. This complicates the prediction of tau spreading, which may become critical for defining individualized tau-PET readouts in clinical trials. Since tau is assumed to spread throughout connected regions, we used functional connectivity to improve tau spreading predictions over Braak staging methods. We included two samples with longitudinal tau-PET from controls and AD patients. Cross-sectionally, we found connectivity of tau epicenters (i.e., regions with earliest tau) to predict estimated tau spreading sequences. Longitudinally, we found tau accumulation rates to correlate with connectivity strength to patient-specific tau epicenters. A connectivity-based, patient-centered tau spreading model improved the assessment of tau accumulation rates compared to Braak stage-specific readouts and reduced sample sizes by similar to 40% in simulated tau-targeting interventions. Thus, connectivity-based tau spreading models may show utility in clinical trials.
引用
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页数:17
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