Beyond reweighting: On the predictive role of covariate shift in effect generalization. [PDF]
Jin Y, Egami N, Rothenhäusler D.
europepmc +1 more source
Genome‐Wide by Lifetime Environment Interaction Studies of Brain Imaging Phenotypes
This study explores genome‐wide by lifetime environment interactions on brain imaging phenotypes. Gene‐environment interactions explain more phenotypic variance than main effects, pinpoint regulatory variants, and reveal exposure‐specific biological pathways.
Sijia Wang +51 more
wiley +1 more source
Redefining Parameter Estimation and Covariate Selection via Variational Autoencoders: One Run Is All You Need. [PDF]
Rohleff J +7 more
europepmc +1 more source
This research conducts an in‐depth investigation of cell‐type‐specific regulatory mechanisms underlying molecular and complex phenotypes through integrative analysis of multitissue single‐nucleus RNA sequencing, bulk RNA‐seq, and genome‐wide association study (GWAS) data in pigs.
Lijuan Chen +31 more
wiley +1 more source
Physiologically Motivated Sequential Population Modeling of Albumin Trends and Vedolizumab Pharmacokinetics for Pregnancy Dosing Regimen Optimization. [PDF]
Duvnjak Z +8 more
europepmc +1 more source
Models for time‐varying covariates in population pharmacokinetic‐pharmacodynamic analysis [PDF]
Ulrika Wählby +3 more
openalex +1 more source
Ecologically‐Valid Emotion Signatures Enhance Mood Disorder Diagnostics
This study identifies ecologically‐valid Divergent Emotional Functional Networks (DEFN), derived from dynamic functional connectivity during naturalistic movie watching. The DEFN reliably enhances diagnostic accuracy for mood disorders, including major depressive and bipolar disorders, demonstrating strong reproducibility across demographic factors and
Shuyue Xu +6 more
wiley +1 more source
Posterior estimation of longitudinal variance components from nonlongitudinal data using Bayesian Gaussian process model. [PDF]
Arjas A, Leppälä K, Sillanpää MJ.
europepmc +1 more source
Bayesian correction for covariate measurement error: A frequentist evaluation and comparison with regression calibration [PDF]
Jonathan W. Bartlett, Ruth H. Keogh
openalex +1 more source
PFOA exposure induces pregnancy loss by promoting glutaminolysis, which further causes ammonia accumulation in macrophages. Cellular ammonia retention results in damage to mitochondria and lysosomes, which leads to cell death eventually. Impaired lysosomes also decrease the secretion of the Cathepsin B (CTSB), and attenuate macrophage infiltration and ...
Yongbo Zhao +6 more
wiley +1 more source

