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Causal roles of phenotypic age and metabolic health on dementia: a Mendelian randomisation and structure learning study
Lower lymphocyte percentage and higher NMR-derived glucose had direct relationships with dementia in the joint constituent-biomarker network, supporting examination of composite exposures alongside their constituent biomarkers.
Genetic Architecture and Sample Size Impact Relative Performance of Nonlinear Machine Learning and Standard Polygenic Risk Scores
It is suggested that nonlinear machine learning do not uniformly outperform standard PRSs; rather, their relative performance depends jointly on genetic architecture and training sample size.