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Speech Biomarkers in Rapid Eye Movement Sleep Behavior Disorder and Parkinson Disease
OBJECTIVE: This multilanguage study used simple speech recording and high‐end pattern analysis to provide sensitive and reliable noninvasive biomarkers of prodromal versus manifest α‐synucleinopathy in patients with idiopathic rapid eye movement sleep behavior disorder (iRBD) and early‐stage Parkins...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8252762/ https://www.ncbi.nlm.nih.gov/pubmed/33856074 http://dx.doi.org/10.1002/ana.26085 |
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author | Rusz, Jan Hlavnička, Jan Novotný, Michal Tykalová, Tereza Pelletier, Amelie Montplaisir, Jacques Gagnon, Jean‐Francois Dušek, Petr Galbiati, Andrea Marelli, Sara Timm, Paul C. Teigen, Luke N. Janzen, Annette Habibi, Mahboubeh Stefani, Ambra Holzknecht, Evi Seppi, Klaus Evangelista, Elisa Rassu, Anna Laura Dauvilliers, Yves Högl, Birgit Oertel, Wolfgang St. Louis, Erik K. Ferini‐Strambi, Luigi Růžička, Evžen Postuma, Ronald B. Šonka, Karel |
author_facet | Rusz, Jan Hlavnička, Jan Novotný, Michal Tykalová, Tereza Pelletier, Amelie Montplaisir, Jacques Gagnon, Jean‐Francois Dušek, Petr Galbiati, Andrea Marelli, Sara Timm, Paul C. Teigen, Luke N. Janzen, Annette Habibi, Mahboubeh Stefani, Ambra Holzknecht, Evi Seppi, Klaus Evangelista, Elisa Rassu, Anna Laura Dauvilliers, Yves Högl, Birgit Oertel, Wolfgang St. Louis, Erik K. Ferini‐Strambi, Luigi Růžička, Evžen Postuma, Ronald B. Šonka, Karel |
author_sort | Rusz, Jan |
collection | PubMed |
description | OBJECTIVE: This multilanguage study used simple speech recording and high‐end pattern analysis to provide sensitive and reliable noninvasive biomarkers of prodromal versus manifest α‐synucleinopathy in patients with idiopathic rapid eye movement sleep behavior disorder (iRBD) and early‐stage Parkinson disease (PD). METHODS: We performed a multicenter study across the Czech, English, German, French, and Italian languages at 7 centers in Europe and North America. A total of 448 participants (337 males), including 150 with iRBD (mean duration of iRBD across language groups 0.5–3.4 years), 149 with PD (mean duration of disease across language groups 1.7–2.5 years), and 149 healthy controls were recorded; 350 of the participants completed the 12‐month follow‐up. We developed a fully automated acoustic quantitative assessment approach for the 7 distinctive patterns of hypokinetic dysarthria. RESULTS: No differences in language that impacted clinical parkinsonian phenotypes were found. Compared with the controls, we found significant abnormalities of an overall acoustic speech severity measure via composite dysarthria index for both iRBD (p = 0.002) and PD (p < 0.001). However, only PD (p < 0.001) was perceptually distinct in a blinded subjective analysis. We found significant group differences between PD and controls for monopitch (p < 0.001), prolonged pauses (p < 0.001), and imprecise consonants (p = 0.03); only monopitch was able to differentiate iRBD patients from controls (p = 0.004). At the 12‐month follow‐up, a slight progression of overall acoustic speech impairment was noted for the iRBD (p = 0.04) and PD (p = 0.03) groups. INTERPRETATION: Automated speech analysis might provide a useful additional biomarker of parkinsonism for the assessment of disease progression and therapeutic interventions. ANN NEUROL 2021;90:62–75 |
format | Online Article Text |
id | pubmed-8252762 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82527622021-07-12 Speech Biomarkers in Rapid Eye Movement Sleep Behavior Disorder and Parkinson Disease Rusz, Jan Hlavnička, Jan Novotný, Michal Tykalová, Tereza Pelletier, Amelie Montplaisir, Jacques Gagnon, Jean‐Francois Dušek, Petr Galbiati, Andrea Marelli, Sara Timm, Paul C. Teigen, Luke N. Janzen, Annette Habibi, Mahboubeh Stefani, Ambra Holzknecht, Evi Seppi, Klaus Evangelista, Elisa Rassu, Anna Laura Dauvilliers, Yves Högl, Birgit Oertel, Wolfgang St. Louis, Erik K. Ferini‐Strambi, Luigi Růžička, Evžen Postuma, Ronald B. Šonka, Karel Ann Neurol Research Articles OBJECTIVE: This multilanguage study used simple speech recording and high‐end pattern analysis to provide sensitive and reliable noninvasive biomarkers of prodromal versus manifest α‐synucleinopathy in patients with idiopathic rapid eye movement sleep behavior disorder (iRBD) and early‐stage Parkinson disease (PD). METHODS: We performed a multicenter study across the Czech, English, German, French, and Italian languages at 7 centers in Europe and North America. A total of 448 participants (337 males), including 150 with iRBD (mean duration of iRBD across language groups 0.5–3.4 years), 149 with PD (mean duration of disease across language groups 1.7–2.5 years), and 149 healthy controls were recorded; 350 of the participants completed the 12‐month follow‐up. We developed a fully automated acoustic quantitative assessment approach for the 7 distinctive patterns of hypokinetic dysarthria. RESULTS: No differences in language that impacted clinical parkinsonian phenotypes were found. Compared with the controls, we found significant abnormalities of an overall acoustic speech severity measure via composite dysarthria index for both iRBD (p = 0.002) and PD (p < 0.001). However, only PD (p < 0.001) was perceptually distinct in a blinded subjective analysis. We found significant group differences between PD and controls for monopitch (p < 0.001), prolonged pauses (p < 0.001), and imprecise consonants (p = 0.03); only monopitch was able to differentiate iRBD patients from controls (p = 0.004). At the 12‐month follow‐up, a slight progression of overall acoustic speech impairment was noted for the iRBD (p = 0.04) and PD (p = 0.03) groups. INTERPRETATION: Automated speech analysis might provide a useful additional biomarker of parkinsonism for the assessment of disease progression and therapeutic interventions. ANN NEUROL 2021;90:62–75 John Wiley & Sons, Inc. 2021-05-07 2021-07 /pmc/articles/PMC8252762/ /pubmed/33856074 http://dx.doi.org/10.1002/ana.26085 Text en © 2021 The Authors. Annals of Neurology published by Wiley Periodicals LLC on behalf of American Neurological Association. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Research Articles Rusz, Jan Hlavnička, Jan Novotný, Michal Tykalová, Tereza Pelletier, Amelie Montplaisir, Jacques Gagnon, Jean‐Francois Dušek, Petr Galbiati, Andrea Marelli, Sara Timm, Paul C. Teigen, Luke N. Janzen, Annette Habibi, Mahboubeh Stefani, Ambra Holzknecht, Evi Seppi, Klaus Evangelista, Elisa Rassu, Anna Laura Dauvilliers, Yves Högl, Birgit Oertel, Wolfgang St. Louis, Erik K. Ferini‐Strambi, Luigi Růžička, Evžen Postuma, Ronald B. Šonka, Karel Speech Biomarkers in Rapid Eye Movement Sleep Behavior Disorder and Parkinson Disease |
title | Speech Biomarkers in Rapid Eye Movement Sleep Behavior Disorder and Parkinson Disease |
title_full | Speech Biomarkers in Rapid Eye Movement Sleep Behavior Disorder and Parkinson Disease |
title_fullStr | Speech Biomarkers in Rapid Eye Movement Sleep Behavior Disorder and Parkinson Disease |
title_full_unstemmed | Speech Biomarkers in Rapid Eye Movement Sleep Behavior Disorder and Parkinson Disease |
title_short | Speech Biomarkers in Rapid Eye Movement Sleep Behavior Disorder and Parkinson Disease |
title_sort | speech biomarkers in rapid eye movement sleep behavior disorder and parkinson disease |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8252762/ https://www.ncbi.nlm.nih.gov/pubmed/33856074 http://dx.doi.org/10.1002/ana.26085 |
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