Detection of Age-Related Hearing Losses (ARHL) via Transient-Evoked Otoacoustic Emissions

Giovanna Zimatore,1,2 Marta Cavagnaro,3 Piotr H Skarzynski,4– 6 Anna R Fetoni,7 Stavros Hatzopoulos8 1Department of Theoretical and Applied Sciences, eCampus University, Novedrate, CO 22060, Italy; 2Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, I...

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Main Authors: Zimatore G, Cavagnaro M, Skarzynski PH, Fetoni AR, Hatzopoulos S
Format: Article
Language:English
Published: Dove Medical Press 2020-06-01
Series:Clinical Interventions in Aging
Subjects:
Online Access:https://www.dovepress.com/detection-of-age-related-hearing-losses-arhl-via-transient-evoked-otoa-peer-reviewed-article-CIA
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spelling doaj-9e08880f03c64221b2390943b4b26e5c2020-11-25T03:04:08ZengDove Medical PressClinical Interventions in Aging1178-19982020-06-01Volume 1592793554710Detection of Age-Related Hearing Losses (ARHL) via Transient-Evoked Otoacoustic EmissionsZimatore GCavagnaro MSkarzynski PHFetoni ARHatzopoulos SGiovanna Zimatore,1,2 Marta Cavagnaro,3 Piotr H Skarzynski,4– 6 Anna R Fetoni,7 Stavros Hatzopoulos8 1Department of Theoretical and Applied Sciences, eCampus University, Novedrate, CO 22060, Italy; 2Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy; 3Department of Information Engineering, Electronics and Telecommunication, Sapienza University of Rome, Rome, Italy; 4World Hearing Center, Warsaw, Poland; 5Department of Heart Failure and Cardiac Rehabilitation, Medical University of Warsaw, Warsaw, Poland; 6Institute of Sensory Organs, Kajetany, Poland; 7Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome 00168, Italy; 8Clinic of Audiology and ENT, University of Ferrara, Ferrara, ItalyCorrespondence: Giovanna ZimatoreDepartment of Theoretical and Applied Sciences, eCampus University Tel +39 338 959 4393Email giovanna.zimatore@uniecampus.itPurpose: The objective of the study was to identify subjects presenting hearing deficits, specifically age-related hearing losses (ARHL), via objective assessment methodologies.Materials and Methods: Initially, 259 subjects (165 men, 94 women) were enrolled in the study. After the application of inclusion criteria, the final number was reduced to 88 subjects (49.8 ± 19.1 ys) subdivided into 64 normal and 83 ARHL cases. The subjects were assessed with traditional audiometry tests and with transiently evoked otoacoustic emissions (TEOAEs). Since each ear has its own acoustic signature, the TEOAE analyses were conducted in terms of ears and not subjects. The TEOAE data were processed by traditional and recurrence quantification analyses, leading to the estimation of the WWR (whole waveform reproducibility) and the new RAD2D (2-dimensional radius) parameters. A plot of WWR vs RAD2D was used to optimize the classification of the cases presenting ARHL.Results: By using a WWR value of 70% as a classifier, the sensitivity of TEOAEs was estimated as 75.9% and the specificity as 89.1%. By using the RAD2D parameter (with a cut-off value of 1.78), a sensitivity value of 80.7% and a specificity value of 71.9% were obtained. When both parameters were used, a sensitivity value of 85.5% and a specificity value of 92.2% were estimated. In the latter classification paradigm, the number of false negatives decreased from 20 to 12 out of 83 ears (14%).Conclusion: In adult hearing screening assessments, the proposed method optimizes the identification of subjects with a hearing impairment correlated to the presence of age-related hearing loss.Keywords: recurrence quantification analysis, early detection, otoacoustic emissions, TEOAEs, determinism, presbycusishttps://www.dovepress.com/detection-of-age-related-hearing-losses-arhl-via-transient-evoked-otoa-peer-reviewed-article-CIArecurrence quantification analysisearly detectionotoacoustic emissionsteoaesdeterminismpresbycusis
collection DOAJ
language English
format Article
sources DOAJ
author Zimatore G
Cavagnaro M
Skarzynski PH
Fetoni AR
Hatzopoulos S
spellingShingle Zimatore G
Cavagnaro M
Skarzynski PH
Fetoni AR
Hatzopoulos S
Detection of Age-Related Hearing Losses (ARHL) via Transient-Evoked Otoacoustic Emissions
Clinical Interventions in Aging
recurrence quantification analysis
early detection
otoacoustic emissions
teoaes
determinism
presbycusis
author_facet Zimatore G
Cavagnaro M
Skarzynski PH
Fetoni AR
Hatzopoulos S
author_sort Zimatore G
title Detection of Age-Related Hearing Losses (ARHL) via Transient-Evoked Otoacoustic Emissions
title_short Detection of Age-Related Hearing Losses (ARHL) via Transient-Evoked Otoacoustic Emissions
title_full Detection of Age-Related Hearing Losses (ARHL) via Transient-Evoked Otoacoustic Emissions
title_fullStr Detection of Age-Related Hearing Losses (ARHL) via Transient-Evoked Otoacoustic Emissions
title_full_unstemmed Detection of Age-Related Hearing Losses (ARHL) via Transient-Evoked Otoacoustic Emissions
title_sort detection of age-related hearing losses (arhl) via transient-evoked otoacoustic emissions
publisher Dove Medical Press
series Clinical Interventions in Aging
issn 1178-1998
publishDate 2020-06-01
description Giovanna Zimatore,1,2 Marta Cavagnaro,3 Piotr H Skarzynski,4– 6 Anna R Fetoni,7 Stavros Hatzopoulos8 1Department of Theoretical and Applied Sciences, eCampus University, Novedrate, CO 22060, Italy; 2Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Rome, Italy; 3Department of Information Engineering, Electronics and Telecommunication, Sapienza University of Rome, Rome, Italy; 4World Hearing Center, Warsaw, Poland; 5Department of Heart Failure and Cardiac Rehabilitation, Medical University of Warsaw, Warsaw, Poland; 6Institute of Sensory Organs, Kajetany, Poland; 7Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome 00168, Italy; 8Clinic of Audiology and ENT, University of Ferrara, Ferrara, ItalyCorrespondence: Giovanna ZimatoreDepartment of Theoretical and Applied Sciences, eCampus University Tel +39 338 959 4393Email giovanna.zimatore@uniecampus.itPurpose: The objective of the study was to identify subjects presenting hearing deficits, specifically age-related hearing losses (ARHL), via objective assessment methodologies.Materials and Methods: Initially, 259 subjects (165 men, 94 women) were enrolled in the study. After the application of inclusion criteria, the final number was reduced to 88 subjects (49.8 ± 19.1 ys) subdivided into 64 normal and 83 ARHL cases. The subjects were assessed with traditional audiometry tests and with transiently evoked otoacoustic emissions (TEOAEs). Since each ear has its own acoustic signature, the TEOAE analyses were conducted in terms of ears and not subjects. The TEOAE data were processed by traditional and recurrence quantification analyses, leading to the estimation of the WWR (whole waveform reproducibility) and the new RAD2D (2-dimensional radius) parameters. A plot of WWR vs RAD2D was used to optimize the classification of the cases presenting ARHL.Results: By using a WWR value of 70% as a classifier, the sensitivity of TEOAEs was estimated as 75.9% and the specificity as 89.1%. By using the RAD2D parameter (with a cut-off value of 1.78), a sensitivity value of 80.7% and a specificity value of 71.9% were obtained. When both parameters were used, a sensitivity value of 85.5% and a specificity value of 92.2% were estimated. In the latter classification paradigm, the number of false negatives decreased from 20 to 12 out of 83 ears (14%).Conclusion: In adult hearing screening assessments, the proposed method optimizes the identification of subjects with a hearing impairment correlated to the presence of age-related hearing loss.Keywords: recurrence quantification analysis, early detection, otoacoustic emissions, TEOAEs, determinism, presbycusis
topic recurrence quantification analysis
early detection
otoacoustic emissions
teoaes
determinism
presbycusis
url https://www.dovepress.com/detection-of-age-related-hearing-losses-arhl-via-transient-evoked-otoa-peer-reviewed-article-CIA
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