Temple PPG Morphology Demonstrates a Stronger Cardiovascular Age Signal Than Wrist Sites
Abstract
The features of the PPG (photoplethysmography) morphology are known to reflect age-related cardiac and vascular changes. In most contemporary wearables, PPG signals are acquired from distal sites such as the wrist and finger. The superficial temporal artery (STA), accessible at the temple region, is reached via a shorter arterial path from the aortic root than the radial circulation, and may therefore carry hemodynamic and aging information with less distance-dependent attenuation. We hypothesized that the morphology of the PPG at temple region (STA) would show stronger and more numerous age correlates than the PPG at the wrist. To test this, we extracted a common set of 89 pulse-morphology features, spanning raw-waveform timing/amplitude/area measures, ratios among them, derivative-based ratios, and spectral harmonic-ratio features. We compared an in-house temple-worn device which has PPG as one of the sensors, with a publicly available Microsoft Aurora-BP wrist-worn PPG dataset, and tested each feature's association with age. We identified 14 robust age correlates at the temple region, compared to 3 at the wrist. The temple's correlates spanned multiple morphological categories and showed a larger age-association than at the wrist. These results support the hypothesis that the temple region may be a more robust PPG measurement site than the wrist to extract age-related cardiovascular information, which motivates further investigation of temple-based cardiovascular sensing.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
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
- Prediction of vascular ageing based on smartphone acquired PPG signals
L. Dall'Olio, N. Curti, … H.-W. Uh·bioRxiv·May 26, 2020
- Wearable Dual-Modality Plethysmography for Arterial Modulation and Blood Pressure Dip
Seobin Jung, Seamus Thomson·bioRxiv·Apr 21, 2026
- Regional cerebral arterial elasticity is associated with cardiovascular health in cognitively healthy older adults
J. D. Johnson, Nicholas Ware, … Frini Karayanidis·bioRxiv·Aug 5, 2026
- Wearable-ome meets epigenome: A novel approach to measuring biological age with wearable devices.
Cameron Sugden, Franco B. du Preez, … Armin Deffur·bioRxiv·Apr 11, 2023
- Synthetic Photoplethysmography (PPG) of the radial artery through parallelized Monte Carlo and its correlation to Body Mass Index (BMI)
T. Boonya-Ananta, A. J. Rodriguez, … J. C. Ramella-Roman·bioRxiv·Jul 22, 2020
- Heart Rate Variability with Photoplethysmography in 8 Million Individuals: Results and Scaling Relations with Age, Gender, and Time of Day
A. Natarajan, H. Emir-Farinas, … P. Natarajan·bioRxiv·Sep 18, 2019