Evidence map›Paper›PMID 42490820›Full record

ReviewFrontiers in endocrinology2026

Radial pulse harmonic analysis for cardiometabolic assessment: a computational and translational mini review.

Chung-Hung Wu, Jian-Jung Chen, Hsientsai Wu

Abstract readReview
In one paragraph

Review in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

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.

Chung-Hung WuDepartment of Chinese Medicine, Taichung Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Taichung, Taiwan.
Jian-Jung Chen *Graduate Institute of Acupuncture Science, China Medical University, Taichung, Taiwan.
Hsientsai Wu *Department of Electrical Engineering, Dong Hwa University, Hualien, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Radial pulse harmonic analysis has emerged as a quantitative frequency-domain approach for non-invasive assessment of cardiovascular and metabolic physiology through characterization of arterial hemodynamics. By decomposing radial pressure pulse waveforms into harmonic components, this method provides physiologically interpretable information regarding arterial compliance, wave reflection, vascular resistance, and ventricular-arterial coupling that may not be fully captured by conventional blood pressure measurements or time-domain indices. Methods: This mini review summarizes the theoretical foundations, signal-processing framework, methodological developments, and clinical applications of radial pulse harmonic analysis. Particular emphasis is placed on its role in the assessment of hypertension, diabetes mellitus, coronary artery disease, vascular aging, and autonomic dysfunction, as well as its integration with emerging computational cardiovascular technologies. Results: The reviewed evidence demonstrates that harmonic parameters are consistently associated with arterial stiffness, endothelial dysfunction, autonomic dysregulation, vascular remodeling, and age-related hemodynamic alterations. Advances in sensor technology, signal acquisition protocols, signal-processing algorithms, and computational modeling have improved the reproducibility and translational potential of harmonic analysis. In addition to established cardiometabolic applications, emerging approaches such as Reservoir-Excess Pressure Analysis, photoplethysmography-derived biomarkers, wearable sensing technologies, and computational fluid dynamics-based vascular modeling may further enhance the physiological interpretation and clinical utility of pulse waveform analysis. Collectively, these developments support the use of harmonic analysis as a complementary biomarker framework for non-invasive cardiovascular assessment. Conclusions: Radial pulse harmonic analysis represents a promising computational and translational framework for non-invasive vascular assessment and cardiometabolic risk evaluation. By providing quantitative insights into vascular function and systemic hemodynamics, harmonic analysis may complement existing cardiovascular biomarkers and contribute to precision cardiovascular medicine. Nevertheless, further methodological standardization, mechanistic validation, and large-scale prospective studies are required before broader clinical implementation can be established.

Indexed as

Cardiovascular DiseasesPulse Wave AnalysisRadial ArteryHemodynamicsHumansVascular Stiffnesscardiometabolic assessmentcomputational cardiovascular physiologyharmonic analysispulse waveform analysisradial pressure pulse (RPP)vascular hemodynamics

Identifiers

PMID42490820
PMCPMC13375463

What Socratic holds

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Registered trials

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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 Socratic graph.