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Brain Aging Mediating Heart Imaging-Derived Phenotypes and Mental and Nervous System Disorders

  • Zairen Zhou
  • , Wenjing Su
  • , Yuna Li
  • , Bei Zhang
  • , Fang Lan
  • , Dawei Lin
  • , Jin Tai Yu
  • , Jianfeng Feng
  • , Yifei Jin*
  • , Peng Ren*
  • , Wei Cheng*
  • *Corresponding author for this work
  • Fudan University
  • Capital Medical University
  • Shanghai Jiao Tong University
  • University of Warwick
  • Zhejiang Normal University

Research output: Contribution to journalArticlepeer-review

Abstract

Mental and nervous system disorders often co-occur with cardiovascular diseases in aging populations, yet the biological relationships underlying these associations remain incompletely understood. Using heart and brain imaging data from 33,573 UK Biobank (UKB) participants, we developed a brain age prediction model to estimate the brain age gap (BAG), an imaging-based marker of brain aging. We then examined BAG as a mediator between 82 cardiac imaging-derived phenotypes (IDPs) and 11 disorders. Sixty-one cardiac IDPs, particularly those related to the atria and left ventricle, were significantly associated with BAG, with several also related to mental and nervous system disorders. Mediation analyses revealed that BAG significantly mediated 18 associations between heart and substance abuse, mood, and neurotic disorders. Furthermore, we observed a total of 49 significant associations, where lifestyle factors, including smoking and physical activity, were related to heart-brain aging-disorder relationships. These findings highlight brain aging as a potential pathway linking cardiovascular health to diverse brain disorders in aging populations.

Original languageEnglish
Article numbere70499
JournalAging Cell
Volume25
Issue number5
DOIs
StatePublished - May 2026
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • MRI
  • brain age
  • brain disorder
  • heart

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