The multiplex model of the genetics of Alzheimer's disease

R Sims, M Hill, J Williams - Nature neuroscience, 2020 - nature.com
Genes play a strong role in Alzheimer's disease (AD), with late-onset AD showing heritability
of 58–79% and early-onset AD showing over 90%. Genetic association provides a robust …

[HTML][HTML] The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data

PM Thompson, JL Stein, SE Medland, DP Hibar… - Brain imaging and …, 2014 - Springer
Abstract The Enhancing NeuroImaging Genetics through Meta-Analysis (ENIGMA)
Consortium is a collaborative network of researchers working together on a range of large …

[HTML][HTML] New insights into the genetic etiology of Alzheimer's disease and related dementias

C Bellenguez, F Küçükali, IE Jansen, L Kleineidam… - Nature …, 2022 - nature.com
Abstract Characterization of the genetic landscape of Alzheimer's disease (AD) and related
dementias (ADD) provides a unique opportunity for a better understanding of the associated …

[HTML][HTML] Predicting Alzheimer's disease progression using multi-modal deep learning approach

G Lee, K Nho, B Kang, KA Sohn, D Kim - Scientific reports, 2019 - nature.com
Alzheimer's disease (AD) is a progressive neurodegenerative condition marked by a decline
in cognitive functions with no validated disease modifying treatment. It is critical for timely …

Effective feature learning and fusion of multimodality data using stage‐wise deep neural network for dementia diagnosis

T Zhou, KH Thung, X Zhu, D Shen - Human brain mapping, 2019 - Wiley Online Library
In this article, the authors aim to maximally utilize multimodality neuroimaging and genetic
data for identifying Alzheimer's disease (AD) and its prodromal status, Mild Cognitive …

[HTML][HTML] Cerebrospinal fluid tau levels are associated with abnormal neuronal plasticity markers in Alzheimer's disease

PJ Visser, LM Reus, J Gobom, I Jansen, E Dicks… - Molecular …, 2022 - Springer
Background Increased total tau (t-tau) in cerebrospinal fluid (CSF) is a key characteristic of
Alzheimer's disease (AD) and is considered to result from neurodegeneration. T-tau levels …

Association between anticholinergic medication use and cognition, brain metabolism, and brain atrophy in cognitively normal older adults

SL Risacher, BC McDonald, EF Tallman… - JAMA …, 2016 - jamanetwork.com
Importance The use of anticholinergic (AC) medication is linked to cognitive impairment and
an increased risk of dementia. To our knowledge, this is the first study to investigate the …

Latent representation learning for Alzheimer's disease diagnosis with incomplete multi-modality neuroimaging and genetic data

T Zhou, M Liu, KH Thung, D Shen - IEEE transactions on …, 2019 - ieeexplore.ieee.org
The fusion of complementary information contained in multi-modality data [eg, magnetic
resonance imaging (MRI), positron emission tomography (PET), and genetic data] has …

Identification of common variants associated with human hippocampal and intracranial volumes

JL Stein, SE Medland, AA Vasquez, DP Hibar… - Nature …, 2012 - nature.com
Identifying genetic variants influencing human brain structures may reveal new biological
mechanisms underlying cognition and neuropsychiatric illness. The volume of the …

[HTML][HTML] Genetic studies of quantitative MCI and AD phenotypes in ADNI: progress, opportunities, and plans

AJ Saykin, L Shen, X Yao, S Kim, K Nho… - Alzheimer's & …, 2015 - Elsevier
Introduction Genetic data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) have
been crucial in advancing the understanding of Alzheimer's disease (AD) pathophysiology …