Single‐Cell Transcriptomics and Deep Learning Link N‐(2‐Furoyl) Glycine to GLRX3 in Gastric Cancer
ABSTRACT Gastric cancer remains a health burden, and its metabolic drivers are poorly defined. N‐(2‐furoyl) glycine, a circulating metabolite, has been implicated in tumor biology. We investigated its causal role in gastric cancer and the underlying mechanism.
Yingyi Zhang +4 more
wiley +1 more source
Elucidating Immune Cell Mediated Causal Pathways Linking Blood Metabolites to Major Depressive Disorder: A Mediation Mendelian Randomization Analysis. [PDF]
Xu Z +8 more
europepmc +1 more source
Mapping Causal Biology: Mendelian Randomization in the Era of Big Data
Mendelian randomization (MR) leverages genetic variants to mitigate confounding biases in causal inference. This review systematically maps MR's methodological evolution, highlights its expanding applications in epidemiology and drug target validation, and outlines future directions for overcoming current biases through dynamic, multi‐omics, and cross ...
Xuanlu Shen +10 more
wiley +1 more source
The causal relationship between neuroimaging and Parkinson's disease: A two-sample Mendelian randomization study. [PDF]
Wang Y, Zhou S.
europepmc +1 more source
Omics GWAS: A Multi‐Omics Integrative Analysis Platform for Genome‐Wide Association Studies
ABSTRACT With the rapid advancement of genome‐wide association studies (GWAS), downstream analyses of GWAS data have become essential for elucidating the genetic mechanisms that underlie complex diseases. However, current post‐GWAS analyses face numerous challenges, including heterogeneous data formats, challenges in multi‐omics integration, and ...
Xu Zhang +8 more
wiley +1 more source
Investigating the neurodevelopmental consequences of anesthesia and surgical interventions on cognitive and behavioral outcomes: A comprehensive Mendelian randomization study. [PDF]
Wu W, Fan Y.
europepmc +1 more source
Proteomic Signatures of Ectopic Fat Distribution: Tissue‐Specific Drivers and Clinical Implications
Integration of plasma proteomics and multi‐organ MRI in 666 UK Biobank participants, combined with a knockoff‐based causal inference and machine learning framework, reveals organ‐specific drivers of ectopic fat: PLA2G1B (pancreas), ERBB2/IGFBP2 (liver), CA14 (muscle), and NCAM2/TNFRSF10B (pericardium). These drivers engage distinct pathways (e.g., PI3K‐
Bing Zhang +9 more
wiley +1 more source
Causal genes for osteoporosis: Mendelian randomization analysis with multilayer xQTL data. [PDF]
Yu F, Wan X, Qiu J.
europepmc +1 more source
Abstract Background Lysosomal dysfunction is central to Parkinson's disease (PD) pathogenesis, with GBA1 representing the strongest established genetic risk factor. Numerous other genes involved in lysosomal sphingolipid, glycosphingolipid, and ceramide metabolism have been proposed as contributors to PD, highlighting the need for genetic analyses ...
Konstantin Senkevich +21 more
wiley +1 more source

