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March 18, 2026Sensors1 citationsOpen Access

Relationship of Photoplethysmography Morphological Variability Indices and Ankle-Brachial Index in Peripheral Artery Disease Patients

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DHDavid Hernández-ObínATAdriana Torres-MachorroCLClaudia Lerma

Key Points

  • This research aims to explore the relationship between PPG morphological variability indices and the ankle-brachial index in PAD patients.
  • Measured morphological PPG parameters in 52 legs of 32 PAD patients
  • Computed mean, standard deviation, and frequency spectral energy for PPG indices
  • Assessed correlations between PPG variability indices and ABI
  • Significant correlation between PPG variability indices and ABI
  • Fourteen out of fifteen indices showed significant diagnostic value
  • Standard deviation of pulse transit time had high sensitivity (96%) and moderate specificity (71%)

Abstract

The ankle-brachial index (ABI) is the most non-invasive technique used for diagnosing and assessing peripheral artery disease (PAD), although it is operator-dependent and limited by arterial calcification. Since photoplethysmography (PPG) is a non-invasive, low-cost, and easy-to-use technique that is not limited by arterial compressibility, PPG morphological parameters have been studied for PAD diagnosis, mostly based on mean values. In this work, the relationship between variability indices of PPG morphological parameters and ABI was studied in 52 legs of 32 PAD patients. The morphological PPG parameters, including amplitude, pulse transit time (PTT), and maximum systolic slope, were measured. The mean, standard deviation, and frequency spectral energy for very low, low, and high frequencies were computed as PPG morphological variability indices. The variability indices of PPG morphological parameters have a significant correlation with ABI, indicating that they differ not only between legs with altered and normal ABI but also that they may relate to PAD progression. Fourteen of the 15 variability indices showed significant diagnostic value, with the standard deviation of PTT being the most effective (sensitivity of 96% and specificity of 71%). The differences between normal and non-compressible legs were not significant. The comparison between contralateral legs was also not significant. This suggests that variability indices may provide valuable insights into changes in physiological regulatory mechanisms as PAD progresses, which could aid in the diagnosis, assessment, and prognosis of PAD in future research.

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Cite This Study

Hernández-Obín et al. (2026) studied this question.

synapsesocial.com/papers/69ba423c4e9516ffd37a24dfhttps://doi.org/10.3390/s26061864
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Recurrence quantification analysis of photoplethysmography time series for assessing patients with peripheral artery disease2026
  2. 2The Diagnostic Potential of Combined Photoplethysmography and Ankle-Brachial Index in Peripheral Arterial Obstructive Disease: A Comparative Analysis with Doppler Ultrasound2024
  3. 3Diagnostic Potential of Combined Photoplethysmography and Ankle‐Brachial Index in Peripheral Arterial Disease: A Duplex Ultrasonography‐Based Comparative Study2024 · 2 citations
  4. 4Innovative Multi-Site Photoplethysmography Analysis for Quantifying Pulse Amplitude and Timing Variability Characteristics in Peripheral Arterial Disease2018 · 58 citations
  5. 5Photoplethysmographic Prediction of the Ankle-Brachial Pressure Index through a Machine Learning Approach2020 · 25 citations