Evidence map›Paper›PMID 40968857›Full record

ArticleSensors (Basel, Switzerland)2025

Non-Invasive Estimation of Arterial Stiffness Using Photoplethysmography Sensors: An In Vitro Approach.

Gianluca Diana, Francesco Scardulla, Silvia Puleo, Salvatore Pasta, Leonardo D'Acquisto

Registry-linked trialAbstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07604727 (AV Nodal Ablation With Conduction System Pacing Versus Cardiac Resynchronization for Symptomatic Heart Failure Patients With Atrial Fibrillation), which is not on this map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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.

NCT07604727 nanot yet recruitingnot on this mapstarted 2026, after this paper: background citation

AV Nodal Ablation With Conduction System Pacing Versus Cardiac Resynchronization for Symptomatic Heart Failure Patients With Atrial Fibrillation: The APAF-CSP All-cause Mortality and Quality of Life Trial

TypeinterventionalSponsorUniversity Medical Center GroningenRan2026 to 2030Enrolled292ConditionsAtrial Fibrillation (AF), Heart Failure, Cardiac PacingArmsConduction System Pacing, Cardiac resynchronization therapy
3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
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

5 authors.

Gianluca DianaDepartment of Engineering, University of Palermo, Viale delle Scienze, Ed. 8, 90128 Palermo, Italy.ORCID 0009-0000-5303-5408
Francesco ScardullaDepartment of Engineering, University of Palermo, Viale delle Scienze, Ed. 8, 90128 Palermo, Italy.
Silvia PuleoDepartment of Engineering, University of Palermo, Viale delle Scienze, Ed. 8, 90128 Palermo, Italy.ORCID 0009-0007-3540-7635
Salvatore PastaDepartment of Engineering, University of Palermo, Viale delle Scienze, Ed. 8, 90128 Palermo, Italy.ORCID 0000-0002-4841-2560
Leonardo D'AcquistoDepartment of Engineering, University of Palermo, Viale delle Scienze, Ed. 8, 90128 Palermo, Italy.ORCID 0000-0002-4837-1797

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

With advancing age, blood vessels undergo deterioration that causes structural and functional changes, including a progressive increase in arterial wall stiffness. Since arterial stiffness is closely linked to the potential risks of cardiovascular diseases, which remains the leading cause of global mortality, it has become essential to develop effective techniques for early diagnosis and continuous monitoring over time. Photoplethysmography, a low-cost and non-invasive technology that measures blood volume changes, has gained increasing popularity in recent years and has proven to be a potential valuable tool for estimating arterial stiffness. This study employs an in vitro experimental setup designed to simulate the cardiovascular system performing under controlled velocity and pressure conditions, in which silicone phantom models with different geometric and mechanical properties were implemented to evaluate their stiffness using a pair of photoplethysmographic sensors. These were employed to measure the pulse wave velocity, currently considered the reference technique for estimating arterial stiffness, correlated through the well-known Moens-Korteweg equation. Photoplethysmographic sensors were placed at three specific distances to determine an optimal configuration for assessing arterial stiffness. Results showed the best performance for softer vascular models at a 15 cm sensor distance, with measurements demonstrating satisfactory accuracy. Variability and standard deviation values increased with model stiffness. The aim of this study is to improve the use of photoplethysmographic sensors for monitoring the mechanical properties of blood vessels and, therefore, to prevent potential cardiovascular diseases.

Indexed as

PhotoplethysmographyVascular StiffnessCardiovascular DiseasesHumansPulse Wave Analysisarterial stiffnessexperimental setupoptical sensorsphotoplethysmography (PPG)pulse wave velocityYoung’s modulus

Identifiers

PMID40968857
PMCPMC12158228

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.