Nature AgingGenetic & Genomic MedicinePeer-reviewed journal article
The Genetic Architecture of Biological Age in Nine Human Organ Systems
Junhao WeniD, Ye TianiD, Ioanna SkampardoniiD, Zhijian YangiD, Yuhan CuiiD, Filippos AnagnostakisiD, Elizabeth MamourianiD, Bingxin ZhaoiD, Arthur W. TogaiD, Andrew ZaleskyiD, Christos A. DavatzikosiD
Abstract
Understanding the genetic basis of biological aging in multi-organ systems is vital for elucidating age-related disease mechanisms and identifying therapeutic interventions. This study characterized the genetic architecture of the biological age gap (BAG) across nine human organ systems in 377,028 individuals of European ancestry from the UK Biobank. We discovered 393 genomic loci-BAG pairs (P-value<5x10-8) linked to the brain, eye, cardiovascular, hepatic, immune, metabolic, musculoskeletal, pulmonary, and renal systems. We observed BAG-organ specificity and inter-organ connections. Genetic variants associated with the nine BAGs are predominantly specific to the respective organ system while exerting pleiotropic effects on traits linked to multiple organ systems. A gene-drug-disease network confirmed the involvement of the metabolic BAG-associated genes in drugs targeting various metabolic disorders. Genetic correlation analyses supported Cheveruds Conjecture1 - the genetic correlation between BAGs mirrors their phenotypic correlation. A causal network revealed potential causal effects linking chronic diseases (e.g., Alzheimers disease), body weight, and sleep duration to the BAG of multiple organ systems. Our findings shed light on promising therapeutic interventions to enhance human organ health within a complex multi-organ network, including lifestyle modifications and potential drug repositioning strategies for treating chronic diseases. All results are publicly available at https://labs-laboratory.com/medicine.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 74
- FWCI
- 19.29
- Field percentile
- top 1%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Multi-organ metabolome biological age implicates cardiometabolic conditions and mortality risk
Junhao Wen, Christos A. Davatzikos, … Jingyue Wang·medRxiv·Mar 27, 2025
- Refining the generation, interpretation, and application of multi-organ, multi-omics biological aging clocks
Junhao Wen·Nature AgingPeer-reviewed·Aug 5, 2025
- The Genetic Architecture of Multimodal Human Brain Age
Junhao Wen, Bingxin Zhao, … Christos A. Davatzikos·Nature CommunicationsPeer-reviewed·Mar 23, 2024
- An integrated resource for systems-level analysis of aging hallmarks and associated genes
Rahul Tiwari, Mridhula Balaji, … Areejit Samal·BiogerontologyPeer-reviewed·Oct 1, 2026
- Genetic architecture of brain age and its casual relations with brain and mental disorders
Esten Høyland Leonardsen, Dídac Vidal-piñeiro A, … Yunpeng Wang·Molecular PsychiatryPeer-reviewed·May 10, 2023
- Blood Omics Models for System-Specific Mortality Risk Estimation
Matías Fuentealba, Thalida Em Arpawong, … David Furman·bioRxiv·Nov 27, 2024