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Temporal Speech Parameters Indicate Early Cognitive Decline in Elderly Patients With Type 2 Diabetes Mellitus

INTRODUCTION: The earliest signs of cognitive decline include deficits in temporal (time-based) speech characteristics. Type 2 diabetes mellitus (T2DM) patients are more prone to mild cognitive impairment (MCI). The aim of this study was to compare the temporal speech characteristics of elderly (abo...

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Autores principales: Imre, Nóra, Balogh, Réka, Gosztolya, Gábor, Tóth, László, Hoffmann, Ildikó, Várkonyi, Tamás, Lengyel, Csaba, Pákáski, Magdolna, Kálmán, János
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9132238/
https://www.ncbi.nlm.nih.gov/pubmed/35293378
http://dx.doi.org/10.1097/WAD.0000000000000492
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author Imre, Nóra
Balogh, Réka
Gosztolya, Gábor
Tóth, László
Hoffmann, Ildikó
Várkonyi, Tamás
Lengyel, Csaba
Pákáski, Magdolna
Kálmán, János
author_facet Imre, Nóra
Balogh, Réka
Gosztolya, Gábor
Tóth, László
Hoffmann, Ildikó
Várkonyi, Tamás
Lengyel, Csaba
Pákáski, Magdolna
Kálmán, János
author_sort Imre, Nóra
collection PubMed
description INTRODUCTION: The earliest signs of cognitive decline include deficits in temporal (time-based) speech characteristics. Type 2 diabetes mellitus (T2DM) patients are more prone to mild cognitive impairment (MCI). The aim of this study was to compare the temporal speech characteristics of elderly (above 50 y) T2DM patients with age-matched nondiabetic subjects. MATERIALS AND METHODS: A total of 160 individuals were screened, 100 of whom were eligible (T2DM: n=51; nondiabetic: n=49). Participants were classified either as having healthy cognition (HC) or showing signs of MCI. Speech recordings were collected through a phone call. Based on automatic speech recognition, 15 temporal parameters were calculated. RESULTS: The HC with T2DM group showed significantly shorter utterance length, higher duration rate of silent pause and total pause, and higher average duration of silent pause and total pause compared with the HC without T2DM group. Regarding the MCI participants, parameters were similar between the T2DM and the nondiabetic subgroups. CONCLUSIONS: Temporal speech characteristics of T2DM patients showed early signs of altered cognitive functioning, whereas neuropsychological tests did not detect deterioration. This method is useful for identifying the T2DM patients most at risk for manifest MCI, and could serve as a remote cognitive screening tool.
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spelling pubmed-91322382022-05-31 Temporal Speech Parameters Indicate Early Cognitive Decline in Elderly Patients With Type 2 Diabetes Mellitus Imre, Nóra Balogh, Réka Gosztolya, Gábor Tóth, László Hoffmann, Ildikó Várkonyi, Tamás Lengyel, Csaba Pákáski, Magdolna Kálmán, János Alzheimer Dis Assoc Disord Original Articles INTRODUCTION: The earliest signs of cognitive decline include deficits in temporal (time-based) speech characteristics. Type 2 diabetes mellitus (T2DM) patients are more prone to mild cognitive impairment (MCI). The aim of this study was to compare the temporal speech characteristics of elderly (above 50 y) T2DM patients with age-matched nondiabetic subjects. MATERIALS AND METHODS: A total of 160 individuals were screened, 100 of whom were eligible (T2DM: n=51; nondiabetic: n=49). Participants were classified either as having healthy cognition (HC) or showing signs of MCI. Speech recordings were collected through a phone call. Based on automatic speech recognition, 15 temporal parameters were calculated. RESULTS: The HC with T2DM group showed significantly shorter utterance length, higher duration rate of silent pause and total pause, and higher average duration of silent pause and total pause compared with the HC without T2DM group. Regarding the MCI participants, parameters were similar between the T2DM and the nondiabetic subgroups. CONCLUSIONS: Temporal speech characteristics of T2DM patients showed early signs of altered cognitive functioning, whereas neuropsychological tests did not detect deterioration. This method is useful for identifying the T2DM patients most at risk for manifest MCI, and could serve as a remote cognitive screening tool. Lippincott Williams & Wilkins 2022 2022-03-16 /pmc/articles/PMC9132238/ /pubmed/35293378 http://dx.doi.org/10.1097/WAD.0000000000000492 Text en Copyright © 2022 The Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/)
spellingShingle Original Articles
Imre, Nóra
Balogh, Réka
Gosztolya, Gábor
Tóth, László
Hoffmann, Ildikó
Várkonyi, Tamás
Lengyel, Csaba
Pákáski, Magdolna
Kálmán, János
Temporal Speech Parameters Indicate Early Cognitive Decline in Elderly Patients With Type 2 Diabetes Mellitus
title Temporal Speech Parameters Indicate Early Cognitive Decline in Elderly Patients With Type 2 Diabetes Mellitus
title_full Temporal Speech Parameters Indicate Early Cognitive Decline in Elderly Patients With Type 2 Diabetes Mellitus
title_fullStr Temporal Speech Parameters Indicate Early Cognitive Decline in Elderly Patients With Type 2 Diabetes Mellitus
title_full_unstemmed Temporal Speech Parameters Indicate Early Cognitive Decline in Elderly Patients With Type 2 Diabetes Mellitus
title_short Temporal Speech Parameters Indicate Early Cognitive Decline in Elderly Patients With Type 2 Diabetes Mellitus
title_sort temporal speech parameters indicate early cognitive decline in elderly patients with type 2 diabetes mellitus
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9132238/
https://www.ncbi.nlm.nih.gov/pubmed/35293378
http://dx.doi.org/10.1097/WAD.0000000000000492
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