Literature DB >> 27911289

The Brain's Structural Connectome Mediates the Relationship between Regional Neuroimaging Biomarkers in Alzheimer's Disease.

Sneha Pandya, Amy Kuceyeski, Ashish Raj.   

Abstract

Alzheimer's disease (AD), one of the most common causes of dementia in adults, is a progressive neurodegenerative disorder exhibiting well-defined neuropathological hallmarks. It is known that disease pathology involves misfolded amyloid-β (Aβ) and tau proteins, and exhibits a relatively stereotyped progression over decades. The relationship between AD neuropathological hallmarks (Aβ, hypometabolism, and tau proteins) and imaging biomarkers (MRI, AV-45/FDG-PET) is not fully understood. In addition, biomarker pathologies are oftentimes discordant, wherein it may show varying levels of abnormality across brain regions. Evidence based on recent elucidation of trans-neuronal "prion-like" transmission and other available data already suggests that disease spread follows the brain's fiber connectivity network. Thereby, the brain's connectome information can be used to predict the process of disease spread in AD. A recently established mathematical model of AD pathology spread using a connectome-based network diffusion model was successful in encapsulating neurodegenerative progression. Motivated by these network-based findings, the current study explores whether and how network connectivity mediates the interactions between various AD biomarkers. We hypothesized that the structural connectivity matrix will mediate the cross-sectional association between regional AD-associated hypometabolism and Aβ deposition. Given recent reports of inherent or lifetime activity of brain regions as strong predictors of Aβ deposition in patients, we also tested whether healthy metabolism exerts a network-mediated effect on Aβ deposition and hypometabolism in AD patients. We found that regional Aβ deposition is best predicted by a linear combination of both regional healthy local metabolism and connectome-mediated regional healthy metabolism.

Entities:  

Keywords:  AV-45-PET; Alzheimer’s disease; FDG-PET; amyloid-β; biomarkers; cross-sectional; hypometabolism; metabolism; structural connectivity

Mesh:

Substances:

Year:  2017        PMID: 27911289     DOI: 10.3233/JAD-160090

Source DB:  PubMed          Journal:  J Alzheimers Dis        ISSN: 1387-2877            Impact factor:   4.472


  9 in total

1.  Preserved Structural Network Organization Mediates Pathology Spread in Alzheimer's Disease Spectrum Despite Loss of White Matter Tract Integrity.

Authors:  Fon Powell; Duygu Tosun; Roksana Sadeghi; Michael Weiner; Ashish Raj
Journal:  J Alzheimers Dis       Date:  2018       Impact factor: 4.472

Review 2.  Models of Network Spread and Network Degeneration in Brain Disorders.

Authors:  Ashish Raj; Fon Powell
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2018-08-03

3.  Diffusion Tensor MRI Structural Connectivity and PET Amyloid Burden in Preclinical Autosomal Dominant Alzheimer Disease: The DIAN Cohort.

Authors:  Jeffrey W Prescott; P Murali Doraiswamy; Dragan Gamberger; Tammie Benzinger; Jeffrey R Petrella
Journal:  Radiology       Date:  2021-10-12       Impact factor: 29.146

4.  Metabolic regional and network changes in Alzheimer's disease subtypes.

Authors:  Karl Herholz; Cathleen Haense; Alex Gerhard; Matthew Jones; José Anton-Rodriguez; Shailendra Segobin; Julie S Snowden; Jennifer C Thompson; Christopher Kobylecki
Journal:  J Cereb Blood Flow Metab       Date:  2017-07-04       Impact factor: 6.200

5.  White Matter Connectivity in Incident Mild Cognitive Impairment: A Diffusion Spectrum Imaging Study of World Trade Center Responders at Midlife.

Authors:  Chuan Huang; Minos Kritikos; Sean A P Clouston; Yael Deri; Mario Serrano-Sosa; Lev Bangiyev; Stephanie Santiago-Michels; Sam Gandy; Mary Sano; Evelyn J Bromet; Benjamin J Luft
Journal:  J Alzheimers Dis       Date:  2021       Impact factor: 4.472

Review 6.  Seeking a New Paradigm for Alzheimer's Disease: Considering the Roles of Inflammation, Blood-Brain Barrier Dysfunction, and Prion Disease.

Authors:  Mark E McCaulley; Kira A Grush
Journal:  Int J Alzheimers Dis       Date:  2017-12-05

7.  Weight Rich-Club Analysis in the White Matter Network of Late-Life Depression with Memory Deficits.

Authors:  Naikeng Mai; Xiaomei Zhong; Ben Chen; Qi Peng; Zhangying Wu; Weiru Zhang; Cong Ouyang; Yuping Ning
Journal:  Front Aging Neurosci       Date:  2017-08-23       Impact factor: 5.750

8.  Braiding Braak and Braak: Staging patterns and model selection in network neurodegeneration.

Authors:  Prama Putra; Travis B Thompson; Pavanjit Chaggar; Alain Goriely
Journal:  Netw Neurosci       Date:  2021-11-30

9.  Amyotrophic Lateral Sclerosis-Frontotemporal Dementia: Shared and Divergent Neural Correlates Across the Clinical Spectrum.

Authors:  Camilla Cividini; Silvia Basaia; Edoardo G Spinelli; Elisa Canu; Veronica Castelnovo; Nilo Riva; Giordano Cecchetti; Francesca Caso; Giuseppe Magnani; Andrea Falini; Massimo Filippi; Federica Agosta
Journal:  Neurology       Date:  2021-12-01       Impact factor: 9.910

  9 in total

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