Evidence map›Paper›PMID 32298301›Full record

ArticlePloS one2020

Non-invasive vocal biomarker is associated with pulmonary hypertension.

Jaskanwal Deep Singh Sara, Elad Maor, Barry Borlaug, Bradley R Lewis, Diana Orbelo, Lliach O Lerman, Amir Lerman

Abstract read
In one paragraph

Article in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

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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

20 citing papers in PubMed.

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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

7 authors.

Jaskanwal Deep Singh SaraDepartment of Cardiovascular Diseases, Mayo College of Medicine, Rochester, MN, United States of America.
Elad MaorChaim Sheba Medical Center, Tel Hashomer, Israel.
Barry BorlaugDepartment of Cardiovascular Diseases, Mayo College of Medicine, Rochester, MN, United States of America.
Bradley R LewisDivision of Biomedical Statistics and Informatics, Mayo College of Medicine, Rochester, MN, United States of America.
Diana OrbeloDivison of Laryngology, Mayo College of Medicine, Rochester, MN, United States of America.
Lliach O LermanDivision of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, United States of America.
Amir LermanDepartment of Cardiovascular Diseases, Mayo College of Medicine, Rochester, MN, United States of America.ORCID 0000-0002-9446-5313

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Emerging data suggest that noninvasive voice biomarker analysis is associated with coronary artery disease. We recently showed that a vocal biomarker was associated with hospitalization and heart failure in patients with heart failure. We evaluate the association between a vocal biomarker and invasively measured indices of pulmonary hypertension (PH). Patients were referred for an invasive cardiac hemodynamic study between January 2017 and December 2018, and had their voices recorded on three separate occasions to their smartphone prior to each study. A pre-established vocal biomarker was determined based on each individual recording. The intra-class correlation co-efficient between the separate voice recording biomarker values for each individual participant was 0.829 (95% CI 0.740-0.889) implying very good agreement between values. Thus, the mean biomarker was calculated for each patient. Patients were divided into two groups: high pulmonary arterial pressure (PAP) defined as ≥ 35 mmHg (moderate or greater PH), versus lower PAP. Eighty three patients, mean age 61.6 ± 15.1 years, 37 (44.6%) male, were included. Patients with a high mean PAP (≥ 35 mmHg) had on average significantly higher values of the mean voice biomarker compared to those with a lower mean PAP (0.74 ± 0.85 vs. 0.40 ± 0.88 p = 0.046). Multivariate logistic regression showed that an increase in the mean voice biomarker by 1 unit was associated with a high PAP, odds ratio 2.31, 95% CI 1.05-5.07, p = 0.038. This study shows a relationship between a noninvasive vocal biomarker and an invasively derived hemodynamic index related to PH obtained during clinically indicated cardiac catheterization. These results may have important practical clinical implications for telemedicine and remote monitoring of patients with heart failure and PH.

Indexed as

VoiceAdultAgedBlood PressureCell PhoneDiagnostic Techniques, Respiratory SystemFemaleHumansHypertension, PulmonaryMaleMiddle Aged

Identifiers

PMID32298301
PMCPMC7162478

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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.