Categories: Lifestyle

Wearable-derived cardiovascular health age and its way of life correlates in 442 adults

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https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2026.1842633/full
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Abstract

Cardiovascular age is a robust risk-communication software that interprets complicated physiological information into an intuitive quantity, but conventional estimates require medical testing. Consumer wearables now estimate cardiorespiratory health age from photoplethysmography-derived coronary heart charge information, enabling steady, passive well being monitoring, however whether or not such estimates seize substantive way of life variation has not been examined. We characterised Cardio Age, a wearable-derived cardiorespiratory health age estimate, in 442 Ultrahuman Ring customers throughout a 12-month window ending February 2026, separating impartial way of life correlates from direct or oblique algorithmic inputs. The imply Cardio Age hole (CA hole; imply Cardio Age minus chronological age) was −1.84 ± 2.97 years, with 82.6% of individuals exhibiting youthful estimated cardiovascular ages. Independent way of life metrics with no algorithmic hyperlink to Cardio Age confirmed important associations: sleep effectivity (r = −0.194, p < 0.001), speedy eye motion (REM) sleep (r = −0.203, p < 0.001), sleep period (r = −0.200, p < 0.001), and day by day steps (r = −0.145, p = 0.003). A monotonic physique mass index (BMI) dose-response was noticed, with underweight individuals exhibiting a imply CA hole of −3.73 years versus −0.52 for overweight individuals. Extreme-group comparisons revealed that customers with the youngest cardiovascular ages slept 37 minutes longer, achieved 22 extra minutes of REM sleep, and had 1.8% increased sleep effectivity than these with the oldest cardiovascular ages (all p < 0.05). Sustained improvers over 12 months confirmed a imply CA discount of three.24 years; throughout the broader longitudinal improver and worsener teams, bettering trajectories had been accompanied by decreased resting coronary heart charge (−0.8 bpm, p < 0.001) and elevated estimated VO2 max (+1.3 mL/kg/min, p < 0.001), according to the metric’s within-person sensitivity to physiological change over time (resting coronary heart charge and estimated VO2 max are direct algorithm inputs).

Summary

Keywords

cardiorespiratory fitness, cardiovascular age, digital biomarkers, lifestyle correlates, VO2 max, wearable devices

Copyright

© 2026 Shanmugam, Gupta, Dhawale, Singhal, Kumar, Srinivasan and Narasimhan. This is an open-access article distributed underneath the phrases of the Creative Commons Attribution License (CC BY). The use, distribution or copy in different boards is permitted, supplied the unique creator(s) or licensor are credited and that the unique publication on this journal is cited, in accordance with accepted educational apply. No use, distribution or copy is permitted which doesn’t adjust to these phrases.

*Correspondence: Vinayak Narasimhan

Disclaimer

All claims expressed on this article are solely these of the authors and don’t essentially characterize these of their affiliated organizations, or these of the writer, the editors and the reviewers. Any product which may be evaluated on this article or declare which may be made by its producer is just not assured or endorsed by the writer.


This web page was created programmatically, to learn the article in its authentic location you may go to the hyperlink bellow:
https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2026.1842633/full
and if you wish to take away this text from our website please contact us

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