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Updated: Sep 17, 2025

Author Spotlight: Advancing Human Cardiac Anatomy Through Multi-Scale Analysis of Hearts
Published on: June 28, 2024
Brain-heart-eye axis revealed by multi-organ imaging, genetics and proteomics
, Aleix Boquet-Pujadas1, Filippos Anagnostakis1
1Laboratory of AI and Biomedical Science (LABS), Columbia University, New York, NY, USA.
None:
Multi-organ research investigates interconnections among multiple human organ systems, enhancing our understanding of human aging and disease mechanisms. Here, we used multi-organ imaging (N=105,433), individual- and summary-level genetics, and proteomics (N=53,940) from the UK Biobank, Baltimore Longitudinal Study of Aging, FinnGen, and Psychiatric Genomics Consortium to delineate a brain-heart-eye axis via 2003 brain patterns of structural covariance1 (PSC), 82 heart imaging-derived phenotypes2 (IDP) and 84 eye IDPs3-5. Cross-organ phenotypic associations highlight the central autonomic network between the brain and heart and the central visual pathway between the brain and eye. Proteome-wide associations of the PSCs and IDPs show both within-organ specificity and cross-organ interconnections, verified by the RNA and protein expression profiles of the 2923 plasma proteins. Pleiotropic effects of common genetic variants are observed across multiple organs, and key genetic parameters, such as SNP-based heritability, polygenicity, and selection signatures, are comparatively evaluated among the three organs. A gene-drug-disease network shows the potential of drug repurposing for cross-organ diseases. Colocalization and causal analyses reveal cross-organ causal relationships between PSC/IDP and chronic diseases, such as Alzheimer's disease, heart failure, and glaucoma. Finally, integrating multi-organ/omics features improves prediction for systemic disease categories and cognition compared to single-organ/omics features. This study depicts a detailed brain-heart-eye axis and highlights future avenues for modeling human aging and disease across multiple scales. All results are publicly available at https://labs-laboratory.com/medicine/.
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