Tau follows principal axes of functional and structural brain organization in Alzheimer's disease

被引:10
作者
Ottoy, Julie [1 ]
Kang, Min Su [1 ]
Tan, Jazlynn Xiu Min [1 ]
Boone, Lyndon [1 ]
Vos de Wael, Reinder [2 ]
Park, Bo-yong [3 ,4 ]
Bezgin, Gleb [5 ,6 ]
Lussier, Firoza Z. [5 ,7 ]
Pascoal, Tharick A. [7 ]
Rahmouni, Nesrine [5 ]
Stevenson, Jenna [5 ]
Fernandez Arias, Jaime [5 ]
Therriault, Joseph [5 ]
Hong, Seok-Jun [8 ]
Stefanovic, Bojana [1 ,9 ,10 ]
Mclaurin, Joanne [1 ,11 ,12 ]
Soucy, Jean-Paul [2 ]
Gauthier, Serge [5 ]
Bernhardt, Boris C. [2 ]
Black, Sandra E. [1 ,13 ]
Rosa-Neto, Pedro [2 ,5 ]
Goubran, Maged [1 ,9 ,10 ]
机构
[1] Univ Toronto, Sunnybrook Res Inst, Toronto, ON, Canada
[2] McGill Univ, Montreal Neurol Inst & Hosp, McConnell Brain Imaging Ctr, Montreal, PQ, Canada
[3] Inha Univ, Dept Data Sci, Incheon, South Korea
[4] Inst Basic Sci, Ctr Neurosci Imaging Res, Suwon, South Korea
[5] McGill Univ, McGill Ctr Studies Aging, Translat Neuroimaging Lab, Montreal, PQ, Canada
[6] McGill Univ, Montreal Neurol Inst, Neuroinformat Personalized Med lab, Montreal, PQ, Canada
[7] Univ Pittsburgh, Dept Psychiat, Pittsburgh, PA USA
[8] Sungkyunkwan Univ, Dept Biomed Engn, Suwon, South Korea
[9] Univ Toronto, Dept Med Biophys, Toronto, ON, Canada
[10] Univ Toronto, Sunnybrook Res Inst, Phys Sci Platform, Toronto, ON, Canada
[11] Univ Toronto, Dept Lab Med & Pathobiol, Toronto, ON, Canada
[12] Univ Toronto, Sunnybrook Res Inst, Biol Sci Platform, Toronto, ON, Canada
[13] Univ Toronto, Dept Med, Div Neurol, Toronto, ON, Canada
基金
新加坡国家研究基金会;
关键词
PATHOLOGICAL TAU; CONNECTIVITY; PROPAGATION; NETWORK; MODEL; TRANSMISSION; DEFINITION; MECHANISMS; MICROGLIA; SYSTEMS;
D O I
10.1038/s41467-024-49300-2
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
Alzheimer's disease (AD) is a brain network disorder where pathological proteins accumulate through networks and drive cognitive decline. Yet, the role of network connectivity in facilitating this accumulation remains unclear. Using in-vivo multimodal imaging, we show that the distribution of tau and reactive microglia in humans follows spatial patterns of connectivity variation, the so-called gradients of brain organization. Notably, less distinct connectivity patterns ("gradient contraction") are associated with cognitive decline in regions with greater tau, suggesting an interaction between reduced network differentiation and tau on cognition. Furthermore, by modeling tau in subject-specific gradient space, we demonstrate that tau accumulation in the frontoparietal and temporo-occipital cortices is associated with greater baseline tau within their functionally and structurally connected hubs, respectively. Our work unveils a role for both functional and structural brain organization in pathology accumulation in AD, and supports subject-specific gradient space as a promising tool to map disease progression. In Alzheimer's disease, the role of connectivity in facilitating pathology accumulation remains unclear. Using in-vivo neuroimaging, the authors show that tau and reactive microglia follow connectome gradients, underlying cognitive decline.
引用
收藏
页数:18
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