Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask …

H Wang, F Nie, H Huang, SL Risacher, AJ Saykin… - …, 2012 - academic.oup.com
Motivation: Recent advances in brain imaging and high-throughput genotyping techniques
enable new approaches to study the influence of genetic and anatomical variations on brain …

Voxelwise gene-wide association study (vGeneWAS): multivariate gene-based association testing in 731 elderly subjects

DP Hibar, JL Stein, O Kohannim, N Jahanshad… - Neuroimage, 2011 - Elsevier
Imaging traits provide a powerful and biologically relevant substrate to examine the
influence of genetics on the brain. Interest in genome-wide, brain-wide search for influential …

[HTML][HTML] Harnessing peripheral DNA methylation differences in the Alzheimer's Disease Neuroimaging Initiative (ADNI) to reveal novel biomarkers of disease

A Vasanthakumar, JW Davis, K Idler, JF Waring… - Clinical …, 2020 - Springer
Background Alzheimer's disease (AD) is a chronic progressive neurodegenerative disease
impacting an estimated 44 million adults worldwide. The causal pathology of AD …

[HTML][HTML] Effects of traumatic brain injury and posttraumatic stress disorder on development of Alzheimer's disease in Vietnam veterans using the Alzheimer's Disease …

MW Weiner, D Harvey, J Hayes, SM Landau… - Alzheimer's & Dementia …, 2017 - Elsevier
Introduction Traumatic brain injury (TBI) and posttraumatic stress disorder (PTSD) have
previously been reported to be associated with increased risk of Alzheimer's disease (AD) …

Increased brain atrophy rates in cognitively normal older adults with low cerebrospinal fluid Aβ1‐42

JM Schott, JW Bartlett, NC Fox, J Barnes… - Annals of …, 2010 - Wiley Online Library
Objective To identify cognitively normal individuals at risk of Alzheimer disease (AD) based
on cerebrospinal fluid (CSF) Aβ1‐42, and to determine rates of cerebral atrophy. Methods …

Visit-to-visit blood pressure variability and longitudinal tau accumulation in older adults

IJ Sible, DA Nation - Hypertension, 2022 - Am Heart Assoc
Background: Elevated blood pressure variability (BPV) is predictive of dementia,
independent of average blood pressure levels, but neuropathological mechanisms remain …

A large scale multivariate parallel ICA method reveals novel imaging–genetic relationships for Alzheimer's disease in the ADNI cohort

SA Meda, B Narayanan, J Liu, NI Perrone-Bizzozero… - Neuroimage, 2012 - Elsevier
The underlying genetic etiology of late onset Alzheimer's disease (LOAD) remains largely
unknown, likely due to its polygenic architecture and a lack of sophisticated analytic …

A comprehensive analysis of methods for assessing polygenic burden on Alzheimer's disease pathology and risk beyond APOE

A Altmann, MA Scelsi, M Shoai, E de Silva… - Brain …, 2020 - academic.oup.com
Genome-wide association studies have identified dozens of loci that alter the risk to develop
Alzheimer's disease. However, with the exception of the APOE-ε4 allele, most variants bear …

[HTML][HTML] Association between polygenic risk score of Alzheimer's disease and plasma phosphorylated tau in individuals from the Alzheimer's Disease Neuroimaging …

A Zettergren, J Lord, NJ Ashton, AL Benedet… - Alzheimer's research & …, 2021 - Springer
Background Recent studies suggest that plasma phosphorylated tau181 (p-tau181) is a
highly specific biomarker for Alzheimer's disease (AD)-related tau pathology. It has great …

[HTML][HTML] Fine-mapping of the human leukocyte antigen locus as a risk factor for Alzheimer disease: a case–control study

NZR Steele, JS Carr, LW Bonham, EG Geier… - PLoS …, 2017 - journals.plos.org
Background Alzheimer disease (AD) is a progressive disorder that affects cognitive function.
There is increasing support for the role of neuroinflammation and aberrant immune …