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Longitudinal Analysis Is More Powerful than Cross-Sectional Analysis in Detecting Genetic Association with Neuroimaging Phenotypes

https://doi.org/10.1371/journal.pone.0102312
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Strategy to Control Type I Error Increases Power to Identify Genetic Variation Using the Full Biological Trajectory
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Functional Linear Models for Association Analysis of Quantitative Traits
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The Alzheimer's disease neuroimaging initiative (ADNI): MRI methods
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Principal interactions analysis for repeated measures data: application to gene–gene and gene–environment interactions
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Fast linear mixed model computations for genome‐wide association studies with longitudinal data
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Ways toward an early diagnosis in Alzheimer's disease: The Alzheimer's Disease Neuroimaging Initiative (ADNI)
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inferredcites →https://doi.org/10.1016/j.neuroimage.2010.02.032openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.neuroimage.2010.02.068openalex-snapshot
Genome-wide analysis reveals novel genes influencing temporal lobe structure with relevance to neurodegeneration in Alzheimer's disease
inferredcites →https://doi.org/10.1016/j.neuroimage.2011.03.077openalex-snapshot
Voxelwise gene-wide association study (vGeneWAS): Multivariate gene-based association testing in 731 elderly subjects
inferredcites →https://doi.org/10.1016/j.neuroimage.2012.02.084openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.neuroimage.2012.07.012openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.neuroimage.2012.08.002openalex-snapshot
Identification of gene pathways implicated in Alzheimer's disease using longitudinal imaging phenotypes with sparse regression
inferredcites →https://doi.org/10.1038/ng.2250openalex-snapshot
Identification of common variants associated with human hippocampal and intracranial volumes
inferredcites →https://doi.org/10.1038/ng1847openalex-snapshot
Principal components analysis corrects for stratification in genome-wide association studies
inferredcites →https://doi.org/10.1073/pnas.0906053106openalex-snapshot
Subregional neuroanatomical change as a biomarker for Alzheimer's disease
inferredcites →https://doi.org/10.1073/pnas.200033797openalex-snapshot
Measuring the thickness of the human cerebral cortex from magnetic resonance images
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Binding of human apolipoprotein E to synthetic amyloid beta peptide: isoform-specific effects and implications for late-onset Alzheimer disease.
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Generalized Genomic Distance–Based Regression Methodology for Multilocus Association Analysis
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Haplotype-Based Association Analysis via Variance-Components Score Test
inferredcites →https://doi.org/10.1093/bioinformatics/bts411openalex-snapshot
From phenotype to genotype: an association study of longitudinal phenotypic markers to Alzheimer's disease relevant SNPs
inferredcites →https://doi.org/10.1093/biomet/73.1.13openalex-snapshot
Longitudinal Data Analysis Using Generalized Linear Models
inferredcites →https://doi.org/10.1093/biomet/asr003openalex-snapshot
Sample size and power analysis for sparse signal recovery in genome-wide association studies
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Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
inferredcites →https://doi.org/10.1172/jci117407openalex-snapshot
Apolipoprotein E associates with beta amyloid peptide of Alzheimer's disease to form novel monofibrils. Isoform apoE4 associates more efficiently than apoE3.
inferredcites →https://doi.org/10.1186/1755-8794-1-44openalex-snapshot
A genome-wide association study for late-onset Alzheimer's disease using DNA pooling
inferredcites →https://doi.org/10.1194/jlr.p007476openalex-snapshot
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inferredcites →https://doi.org/10.1214/09-sts282openalex-snapshot
The Statistical Analysis of fMRI Data
inferredcites →https://doi.org/10.1214/13-aoas660openalex-snapshot
An empirical Bayes testing procedure for detecting variants in analysis of next generation sequencing data
inferredcites →https://doi.org/10.1371/journal.pgen.1001094openalex-snapshot
Longitudinal Genome-Wide Association of Cardiovascular Disease Risk Factors in the Bogalusa Heart Study
inferredcites →https://doi.org/10.1371/journal.pone.0002895openalex-snapshot
Analysis of 17,576 Potentially Functional SNPs in Three Case–Control Studies of Myocardial Infarction
inferredcites →https://doi.org/10.1371/journal.pone.0006501openalex-snapshot
Hippocampal Atrophy as a Quantitative Trait in a Genome-Wide Association Study Identifying Novel Susceptibility Genes for Alzheimer's Disease
inferredcites →https://doi.org/10.1371/journal.pone.0015745openalex-snapshot
Associations between APOE Variants and Metabolic Traits and the Impact of Psychological Stress
inferredcites →https://doi.org/10.1371/journal.pone.0031470openalex-snapshot
Longitudinal Replication Studies of GWAS Risk SNPs Influencing Body Mass Index over the Course of Childhood and Adulthood
inferredcites →https://doi.org/10.2307/2533455openalex-snapshot
Variance Components Testing in the Longitudinal Mixed Effects Model
inferredcites →https://doi.org/10.3389/fnins.2012.00115openalex-snapshot
Discovery and replication of gene influences on brain structure using LASSO regression

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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