Models for Predicting Velopharyngeal Competence Based on Speech and Resonance Errors and Velopharyngeal Area Estimation

Detalhes bibliográficos
Autor(a) principal: Scarmagnani, Rafaeli Higa
Data de Publicação: 2023
Outros Autores: Lohmander, Anette, Salgado, Manoel Henrique [UNESP], Fukushiro, Ana Paula, Trindade, Inge Elly Kiemle, Yamashita, Renata Paciello
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1177/10556656221149516
http://hdl.handle.net/11449/249532
Resumo: Objective: To develop tools for predicting velopharyngeal competence (VPC) based on auditory-perceptual assessment and its correlation with objective measures of velopharyngeal orifice area. Design: Methodological study. Participants and Methods: Sixty-two patients with repaired cleft palate, aged 6 to 45 years, underwent aerodynamic evaluation by means of the pressure-flow technique and audiovisual recording of speech samples. Three experienced speech-language pathologists analysed the speech samples by rating the following resonance, visual, and speech variables: hypernasality, audible nasal air emission, nasal turbulence, weak pressure consonants, facial grimacing, active nonoral errors, and overall velopharyngeal competence. The correlation between the perceptual speech variables and velopharyngeal orifice area estimates was analysed with Spearman's correlation coefficient. Two statistical models (discriminant and exploratory) were used to predict VPC based on the orifice area estimates. Sensitivity and specificity analyses were performed to verify the clinical applicability of the models. Results: There was a strong correlation between VPC (based on the orifice area estimates) and each speech variable. Both models showed 88.7% accuracy in predicting VPC. The sensitivity and specificity for the discriminant model were 92.3% and 97.2%, respectively, and 96.2% and 94.4% for the exploratory model. Conclusion: Two predictor models based on ratings of resonance, visual, and speech variables and a simple calculation of a composite variable, SOMA (Eng. “sum”), were developed and found to be efficient in predicting VPC defined by orifice estimates categories based on aerodynamic measurements. Both tools may contribute to the diagnosis of velopharyngeal dysfunction in clinical practice.
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spelling Models for Predicting Velopharyngeal Competence Based on Speech and Resonance Errors and Velopharyngeal Area Estimationaerodynamicsspeech disordersvelopharyngeal functionObjective: To develop tools for predicting velopharyngeal competence (VPC) based on auditory-perceptual assessment and its correlation with objective measures of velopharyngeal orifice area. Design: Methodological study. Participants and Methods: Sixty-two patients with repaired cleft palate, aged 6 to 45 years, underwent aerodynamic evaluation by means of the pressure-flow technique and audiovisual recording of speech samples. Three experienced speech-language pathologists analysed the speech samples by rating the following resonance, visual, and speech variables: hypernasality, audible nasal air emission, nasal turbulence, weak pressure consonants, facial grimacing, active nonoral errors, and overall velopharyngeal competence. The correlation between the perceptual speech variables and velopharyngeal orifice area estimates was analysed with Spearman's correlation coefficient. Two statistical models (discriminant and exploratory) were used to predict VPC based on the orifice area estimates. Sensitivity and specificity analyses were performed to verify the clinical applicability of the models. Results: There was a strong correlation between VPC (based on the orifice area estimates) and each speech variable. Both models showed 88.7% accuracy in predicting VPC. The sensitivity and specificity for the discriminant model were 92.3% and 97.2%, respectively, and 96.2% and 94.4% for the exploratory model. Conclusion: Two predictor models based on ratings of resonance, visual, and speech variables and a simple calculation of a composite variable, SOMA (Eng. “sum”), were developed and found to be efficient in predicting VPC defined by orifice estimates categories based on aerodynamic measurements. Both tools may contribute to the diagnosis of velopharyngeal dysfunction in clinical practice.Laboratory of Physiology Hospital for Rehabilitation of Craniofacial Anomalies University of São Paulo, São PauloDivision of Speech and Language Pathology Department of Clinical Science Intervention and Technology (CLINTEC) Karolinska Institutet Speech-Language Pathology Unit Karolinska University HospitalProduction Engineering Department São Paulo State University, São PauloDepartment of Speech and Hearing Pathology Bauru School of Dentistry University of São Paulo, São PauloProduction Engineering Department São Paulo State University, São PauloUniversidade de São Paulo (USP)Karolinska University HospitalUniversidade Estadual Paulista (UNESP)Scarmagnani, Rafaeli HigaLohmander, AnetteSalgado, Manoel Henrique [UNESP]Fukushiro, Ana PaulaTrindade, Inge Elly KiemleYamashita, Renata Paciello2023-07-29T16:02:15Z2023-07-29T16:02:15Z2023-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1177/10556656221149516Cleft Palate-Craniofacial Journal.1545-15691055-6656http://hdl.handle.net/11449/24953210.1177/105566562211495162-s2.0-85145507057Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengCleft Palate-Craniofacial Journalinfo:eu-repo/semantics/openAccess2024-06-28T13:18:09Zoai:repositorio.unesp.br:11449/249532Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T19:25:46.125152Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Models for Predicting Velopharyngeal Competence Based on Speech and Resonance Errors and Velopharyngeal Area Estimation
title Models for Predicting Velopharyngeal Competence Based on Speech and Resonance Errors and Velopharyngeal Area Estimation
spellingShingle Models for Predicting Velopharyngeal Competence Based on Speech and Resonance Errors and Velopharyngeal Area Estimation
Scarmagnani, Rafaeli Higa
aerodynamics
speech disorders
velopharyngeal function
title_short Models for Predicting Velopharyngeal Competence Based on Speech and Resonance Errors and Velopharyngeal Area Estimation
title_full Models for Predicting Velopharyngeal Competence Based on Speech and Resonance Errors and Velopharyngeal Area Estimation
title_fullStr Models for Predicting Velopharyngeal Competence Based on Speech and Resonance Errors and Velopharyngeal Area Estimation
title_full_unstemmed Models for Predicting Velopharyngeal Competence Based on Speech and Resonance Errors and Velopharyngeal Area Estimation
title_sort Models for Predicting Velopharyngeal Competence Based on Speech and Resonance Errors and Velopharyngeal Area Estimation
author Scarmagnani, Rafaeli Higa
author_facet Scarmagnani, Rafaeli Higa
Lohmander, Anette
Salgado, Manoel Henrique [UNESP]
Fukushiro, Ana Paula
Trindade, Inge Elly Kiemle
Yamashita, Renata Paciello
author_role author
author2 Lohmander, Anette
Salgado, Manoel Henrique [UNESP]
Fukushiro, Ana Paula
Trindade, Inge Elly Kiemle
Yamashita, Renata Paciello
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade de São Paulo (USP)
Karolinska University Hospital
Universidade Estadual Paulista (UNESP)
dc.contributor.author.fl_str_mv Scarmagnani, Rafaeli Higa
Lohmander, Anette
Salgado, Manoel Henrique [UNESP]
Fukushiro, Ana Paula
Trindade, Inge Elly Kiemle
Yamashita, Renata Paciello
dc.subject.por.fl_str_mv aerodynamics
speech disorders
velopharyngeal function
topic aerodynamics
speech disorders
velopharyngeal function
description Objective: To develop tools for predicting velopharyngeal competence (VPC) based on auditory-perceptual assessment and its correlation with objective measures of velopharyngeal orifice area. Design: Methodological study. Participants and Methods: Sixty-two patients with repaired cleft palate, aged 6 to 45 years, underwent aerodynamic evaluation by means of the pressure-flow technique and audiovisual recording of speech samples. Three experienced speech-language pathologists analysed the speech samples by rating the following resonance, visual, and speech variables: hypernasality, audible nasal air emission, nasal turbulence, weak pressure consonants, facial grimacing, active nonoral errors, and overall velopharyngeal competence. The correlation between the perceptual speech variables and velopharyngeal orifice area estimates was analysed with Spearman's correlation coefficient. Two statistical models (discriminant and exploratory) were used to predict VPC based on the orifice area estimates. Sensitivity and specificity analyses were performed to verify the clinical applicability of the models. Results: There was a strong correlation between VPC (based on the orifice area estimates) and each speech variable. Both models showed 88.7% accuracy in predicting VPC. The sensitivity and specificity for the discriminant model were 92.3% and 97.2%, respectively, and 96.2% and 94.4% for the exploratory model. Conclusion: Two predictor models based on ratings of resonance, visual, and speech variables and a simple calculation of a composite variable, SOMA (Eng. “sum”), were developed and found to be efficient in predicting VPC defined by orifice estimates categories based on aerodynamic measurements. Both tools may contribute to the diagnosis of velopharyngeal dysfunction in clinical practice.
publishDate 2023
dc.date.none.fl_str_mv 2023-07-29T16:02:15Z
2023-07-29T16:02:15Z
2023-01-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1177/10556656221149516
Cleft Palate-Craniofacial Journal.
1545-1569
1055-6656
http://hdl.handle.net/11449/249532
10.1177/10556656221149516
2-s2.0-85145507057
url http://dx.doi.org/10.1177/10556656221149516
http://hdl.handle.net/11449/249532
identifier_str_mv Cleft Palate-Craniofacial Journal.
1545-1569
1055-6656
10.1177/10556656221149516
2-s2.0-85145507057
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Cleft Palate-Craniofacial Journal
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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