Evidence map›Paper›PMID 38255121›Full record

ArticleHealthcare (Basel, Switzerland)2024

Multifractal Heart Rate Value Analysis: A Novel Approach for Diabetic Neuropathy Diagnosis.

Andrea Coppola, Sergio Conte, Donatella Pastore, Francesca Chiereghin, Giulia Donadel

Open access · goldAbstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
1.6field-weighted citation impact, top 17% of its field
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

1 citing paper in PubMed, 4 citations in OpenAlex.

  1. Review
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 at 3 institutions in 2 countries.

Andrea CoppolaDepartment of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy.ORCID 0000-0003-4391-8738
Sergio ConteFaculty of Medicine and Surgery, Catholic University "Our Lady of Good Counsel", 1000 Tirana, Albania.ORCID 0009-0003-0360-8724
Donatella PastoreDepartment of Human Sciences and Quality of Life Promotion, San Raffaele University, 00166 Rome, Italy.ORCID 0000-0002-2284-6256
Francesca ChiereghinDepartment of Human Sciences and Quality of Life Promotion, San Raffaele University, 00166 Rome, Italy.ORCID 0000-0002-6109-3250
Giulia DonadelDepartment of Clinical Sciences and Translational Medicine, University of Rome Tor Vergata, 00133 Rome, Italy.ORCID 0000-0002-2454-5940
San Raffaele University of Rome · ITUniversity of Rome Tor Vergata · ITCatholic University Our Lady of Good Counsel · AL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Type 2 diabetes mellitus (T2DM) is characterized by several complications, such as retinopathy, renal failure, cardiovascular disease, and diabetic neuropathy. Among these, neuropathy is the most severe complication, due to the challenging nature of its early detection. The linear Hearth Rate Variability (HRV) analysis is the most common diagnosis technique for diabetic neuropathy, and it is characterized by the determination of the sympathetic-parasympathetic balance on the peripheral nerves through a linear analysis of the tachogram obtained using photoplethysmography. We aimed to perform a multifractal analysis to identify autonomic neuropathy, which was not yet manifest and not detectable with the linear HRV analysis. We enrolled 10 healthy controls, 10 T2DM-diagnosed patients with not-full-blown neuropathy, and 10 T2DM diagnosed patients with full-blown neuropathy. The tachograms for the HRV analysis were obtained using finger photoplethysmography and a linear and/or multifractal analysis was performed. Our preliminary results showed that the linear analysis could effectively differentiate between healthy patients and T2DM patients with full-blown neuropathy; nevertheless, no differences were revealed comparing the full-blown to not-full-blown neuropathic diabetic patients. Conversely, the multifractal HRV analysis was effective for discriminating between full-blown and not-full-blown neuropathic T2DM patients. The multifractal analysis can represent a powerful strategy to determine neuropathic onset, even without clinical diagnostic evidence.

Indexed as

autonomic neuropathyFourier analysisfractal analysisheart rate variability (HRV)multifractal analysistype 2 diabetes mellitus

Identifiers

PMID38255121
PMCPMC10815481
OpenAlexW4390943096

What OpenQuestion 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 OpenQuestion graph.