Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask …
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 …
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
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 …
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 …
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 …
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) …
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
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 …
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
Background: Elevated blood pressure variability (BPV) is predictive of dementia,
independent of average blood pressure levels, but neuropathological mechanisms remain …
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
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 …
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
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 …
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 …
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 …
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 …
There is increasing support for the role of neuroinflammation and aberrant immune …