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CARLIS: covariate-assisted replicability analysis for genome-wide association studies via triplet hidden Markov models

1 week 2 days ago
Replicability analysis is a cornerstone for identifying genuine genetic associations in genome-wide association studies (GWAS), yet existing methods are constrained by their failure to account for linkage disequilibrium (LD) structure among single nucleotide polymorphisms (SNPs) or underuse of auxiliary information, limiting their reliability and statistical power. We develop CARLIS, a comprehensive covariate-assisted replicability analysis method to enhance both statistical rigor and biological...
Yan Li

Beyond brain scans: verbal memory testing as an efficient cognitive biomarker for preclinical Alzheimer's disease

1 week 2 days ago
Timely and accessible tools for detecting preclinical Alzheimer's disease (AD) are essential for early intervention, yet reliance on MRI biomarkers limits scalability. Using longitudinal data from 210 cognitively normal older adults in ADNI, we compared the predictive value of verbal episodic memory, hippocampal volume, and a visuospatial composite. Over a 7-year window, 106 participants progressed to mild cognitive impairment (MCI), while 104 remained stable. At baseline, Immediate Recall on...
Odelia Elkana

Beyond brain scans: verbal memory testing as an efficient cognitive biomarker for preclinical Alzheimer's disease

1 week 2 days ago
Timely and accessible tools for detecting preclinical Alzheimer's disease (AD) are essential for early intervention, yet reliance on MRI biomarkers limits scalability. Using longitudinal data from 210 cognitively normal older adults in ADNI, we compared the predictive value of verbal episodic memory, hippocampal volume, and a visuospatial composite. Over a 7-year window, 106 participants progressed to mild cognitive impairment (MCI), while 104 remained stable. At baseline, Immediate Recall on...
Odelia Elkana