Evidence map›Paper›PMID 41902033›Full record

ArticleSensors (Basel, Switzerland)2026

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

David Hernández-Obín, Adriana Torres-Machorro, Claudia Lerma

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

David Hernández-ObínFacultad de Ciencias, Universidad Nacional Autónoma de México, Av. Universidad 3000, Circuito Exterior s/n, Ciudad Universitaria, Coyoacán, Mexico City 04510, Mexico.ORCID 0009-0009-4189-4905
Adriana Torres-MachorroInstituto Nacional de Cardiología Ignacio Chávez, Juan Badiano 1, Belisario Domínguez Sección 16, Tlalpan, Mexico City 14080, Mexico.ORCID 0000-0002-7719-251X
Claudia LermaInstituto Nacional de Cardiología Ignacio Chávez, Juan Badiano 1, Belisario Domínguez Sección 16, Tlalpan, Mexico City 14080, Mexico.ORCID 0000-0002-4679-7751

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Ankle Brachial IndexPeripheral Arterial DiseasePhotoplethysmographyAgedAged, 80 and overFemaleHumansMaleMiddle AgedPulse Wave Analysisankle-brachial indexcorrelationperipheral artery diseasephotoplethysmographyROC analysisvariability analysis

Identifiers

PMID41902033
PMCPMC13030045

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.