Effective connectivity in the default mode network is distinctively disrupted in Alzheimer's disease-A simultaneous resting-state FDG-PET/fMRI study

被引:33
|
作者
Scherr, Martin [1 ,2 ,3 ,4 ]
Utz, Lukas [2 ,5 ,6 ]
Tahmasian, Masoud [7 ]
Pasquini, Lorenzo [2 ,5 ,8 ]
Grothe, Michel J. [9 ]
Rauschecker, Josef P. [6 ,10 ]
Grimmer, Timo [1 ,2 ]
Drzezga, Alexander [11 ]
Sorg, Christian [1 ,2 ,5 ]
Riedl, Valentin [2 ,5 ,12 ]
机构
[1] Tech Univ Munchen TUM, Dept Psychiat & Psychotherapy, Munich, Germany
[2] TUM Neuroimaging Ctr TUM NIC, Klinikum Rechts Isar, D-81675 Munich, Germany
[3] Paracelsus Med Univ Salzburg, Dept Neurol, Christian Doppler Med Ctr, Salzburg, Austria
[4] Ctr Cognit Neurosci, Salzburg, Austria
[5] Tech Univ Munchen TUM, Dept Neuroradiol, Munich, Germany
[6] Tech Univ Munchen TUM, Inst Adv Study, Munich, Germany
[7] Shahid Beheshti Univ, Inst Med Sci & Technol, Tehran, Iran
[8] Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
[9] German Ctr Neurodegenerat Dis DZNE, Dept Clin Res, Rostock, Germany
[10] Georgetown Univ, Med Ctr, Lab Integrat Neurosci & Cognit, Washington, DC 20007 USA
[11] Uniklin Koln, Dept Nucl Med, Cologne, Germany
[12] Tech Univ Munchen TUM, Dept Nucl Med, Munich, Germany
关键词
default mode network; directional signaling; effective connectivity; energy metabolism; resting state; simultaneous PET; fMRI; MILD COGNITIVE IMPAIRMENT; FUNCTIONAL CONNECTIVITY; AMYLOID-BETA; INTRINSIC CONNECTIVITY; HUMAN BRAIN; NEURODEGENERATIVE DISEASES; STRUCTURAL CONNECTIVITY; ASSOCIATION WORKGROUPS; DIAGNOSTIC GUIDELINES; NEURONAL DYSFUNCTION;
D O I
10.1002/hbm.24517
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
A prominent finding of postmortem and molecular imaging studies on Alzheimer's disease (AD) is the accumulation of neuropathological proteins in brain regions of the default mode network (DMN). Molecular models suggest that the progression of disease proteins depends on the directionality of signaling pathways. At network level, effective connectivity (EC) reflects directionality of signaling pathways. We hypothesized a specific pattern of EC in the DMN of patients with AD, related to cognitive impairment. Metabolic connectivity mapping is a novel measure of EC identifying regions of signaling input based on neuroenergetics. We simultaneously acquired resting-state functional MRI and FDG-PET data from patients with early AD (n = 35) and healthy subjects (n = 18) on an integrated PET/MR scanner. We identified two distinct subnetworks of EC in the DMN of healthy subjects: an anterior part with bidirectional EC between hippocampus and medial prefrontal cortex and a posterior part with predominant input into medial parietal cortex. Patients had reduced input into the medial parietal system and absent input from hippocampus into medial prefrontal cortex (p < 0.05, corrected). In a multiple linear regression with unimodal imaging and EC measures (F-4,F-25 = 5.63, p = 0.002, r(2) = 0.47), we found that EC (beta = 0.45, p = 0.012) was stronger associated with cognitive deficits in patients than any of the PET and fMRI measures alone. Our approach indicates specific disruptions of EC in the DMN of patients with AD and might be suitable to test molecular theories about downstream and upstream spreading of neuropathology in AD.
引用
收藏
页码:4134 / 4143
页数:10
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