Network approaches to systems biology analysis of complex disease: integrative methods for multi-omics data
In the past decade, significant progress has been made in complex disease research across
multiple omics layers from genome, transcriptome and proteome to metabolome. There is an …
multiple omics layers from genome, transcriptome and proteome to metabolome. There is an …
[HTML][HTML] Genome-wide association studies of brain imaging phenotypes in UK Biobank
The genetic architecture of brain structure and function is largely unknown. To investigate
this, we carried out genome-wide association studies of 3,144 functional and structural brain …
this, we carried out genome-wide association studies of 3,144 functional and structural brain …
Identification of genetic risk factors in the Chinese population implicates a role of immune system in Alzheimer's disease pathogenesis
Alzheimer's disease (AD) is a leading cause of mortality among the elderly. We performed a
whole-genome sequencing study of AD in the Chinese population. In addition to the variants …
whole-genome sequencing study of AD in the Chinese population. In addition to the variants …
Genetic study of multimodal imaging Alzheimer's disease progression score implicates novel loci
Identifying genetic risk factors underpinning different aspects of Alzheimer's disease has the
potential to provide important insights into pathogenesis. Moving away from simple case …
potential to provide important insights into pathogenesis. Moving away from simple case …
Genome-wide association study of Alzheimer's disease endophenotypes at prediagnosis stages
Introduction Genetic associations for endophenotypes of Alzheimer's disease (AD) in
cognitive stages preceding AD have not been thoroughly evaluated. Methods We conducted …
cognitive stages preceding AD have not been thoroughly evaluated. Methods We conducted …
A longitudinal imaging genetics study of neuroanatomical asymmetry in Alzheimer's disease
Background Contralateral brain structures represent a unique, within-patient reference
element for disease, and asymmetries can provide a personalized measure of the …
element for disease, and asymmetries can provide a personalized measure of the …
Brain-wide genome-wide association study for Alzheimer's disease via joint projection learning and sparse regression model
Brain-wide and genome-wide association (BW-GWA) study is presented in this paper to
identify the associations between the brain imaging phenotypes (ie, regional volumetric …
identify the associations between the brain imaging phenotypes (ie, regional volumetric …
Alterations in cholesterol metabolism–related genes in sporadic Alzheimer's disease
C Picard, C Julien, J Frappier, J Miron, L Theroux… - Neurobiology of …, 2018 - Elsevier
Genome-wide association studies have identified several cholesterol metabolism–related
genes as top risk factors for late-onset Alzheimer's disease (LOAD). We hypothesized that …
genes as top risk factors for late-onset Alzheimer's disease (LOAD). We hypothesized that …
[HTML][HTML] Haplotype analysis of APOE intragenic SNPs
VN Babenko, DA Afonnikov, EV Ignatieva, AV Klimov… - BMC neuroscience, 2018 - Springer
Background APOE ε4 allele is most common genetic risk factor for Alzheimer's disease (AD)
and cognitive decline. However, it remains poorly understood why only some carriers of …
and cognitive decline. However, it remains poorly understood why only some carriers of …
A novel SCCA approach via truncated ℓ1-norm and truncated group lasso for brain imaging genetics
Motivation Brain imaging genetics, which studies the linkage between genetic variations and
structural or functional measures of the human brain, has become increasingly important in …
structural or functional measures of the human brain, has become increasingly important in …