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Speech patterns and enunciation for encephalopathy determination—A prospective study of hepatic encephalopathy

Hepatic encephalopathy (HE) is a complication of cirrhosis that benefits from early diagnosis and treatment. We aimed to characterize speech patterns of individuals with HE to investigate its potential to diagnose and monitor HE. This was a single‐center prospective cohort study that included partic...

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Autores principales: Moon, Andrew M., Kim, Hannah P., Cook, Sarah, Blanchard, Renee T., Haley, Katarina L., Jacks, Adam, Shafer, Jennifer S., Fried, Michael W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512449/
https://www.ncbi.nlm.nih.gov/pubmed/35861546
http://dx.doi.org/10.1002/hep4.2054
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author Moon, Andrew M.
Kim, Hannah P.
Cook, Sarah
Blanchard, Renee T.
Haley, Katarina L.
Jacks, Adam
Shafer, Jennifer S.
Fried, Michael W.
author_facet Moon, Andrew M.
Kim, Hannah P.
Cook, Sarah
Blanchard, Renee T.
Haley, Katarina L.
Jacks, Adam
Shafer, Jennifer S.
Fried, Michael W.
author_sort Moon, Andrew M.
collection PubMed
description Hepatic encephalopathy (HE) is a complication of cirrhosis that benefits from early diagnosis and treatment. We aimed to characterize speech patterns of individuals with HE to investigate its potential to diagnose and monitor HE. This was a single‐center prospective cohort study that included participants with cirrhosis with HE (minimal HE [MHE] and overt HE [OHE]), cirrhosis without HE, and participants without liver disease. Audio recordings of reading, sentence repetition, and picture description tasks were obtained from these groups. Two certified speech‐language pathologists assessed speech rate (words per minute) and articulatory precision. An overall severity metric was derived from these measures. Cross‐sectional analyses were performed using nonparametric Wilcoxon statistics to evaluate group differences. Change over time in speech measures was analyzed descriptively for individuals with HE. The study included 43 total participants. Speech results differed by task, but the overall pattern showed slower speech rate and less precise articulation in participants with OHE compared to other groups. When speech rate and precision ratings were combined into a single speech severity metric, the impairment of participants with OHE was more severe than all other groups, and MHE had greater speech impairment than non‐liver disease controls. As OHE improved clinically, participants showed notable improvement in speech rate. Participants with OHE demonstrated impaired speech rate, precision, and speech severity compared with non‐liver disease and non‐HE cirrhosis. Participants with MHE had less pronounced impairments. Speech parameters improved as HE clinically improved. Conclusion: These data identify speech patterns that could improve HE diagnosis, grading, and remote monitoring.
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spelling pubmed-95124492022-09-30 Speech patterns and enunciation for encephalopathy determination—A prospective study of hepatic encephalopathy Moon, Andrew M. Kim, Hannah P. Cook, Sarah Blanchard, Renee T. Haley, Katarina L. Jacks, Adam Shafer, Jennifer S. Fried, Michael W. Hepatol Commun Original Articles Hepatic encephalopathy (HE) is a complication of cirrhosis that benefits from early diagnosis and treatment. We aimed to characterize speech patterns of individuals with HE to investigate its potential to diagnose and monitor HE. This was a single‐center prospective cohort study that included participants with cirrhosis with HE (minimal HE [MHE] and overt HE [OHE]), cirrhosis without HE, and participants without liver disease. Audio recordings of reading, sentence repetition, and picture description tasks were obtained from these groups. Two certified speech‐language pathologists assessed speech rate (words per minute) and articulatory precision. An overall severity metric was derived from these measures. Cross‐sectional analyses were performed using nonparametric Wilcoxon statistics to evaluate group differences. Change over time in speech measures was analyzed descriptively for individuals with HE. The study included 43 total participants. Speech results differed by task, but the overall pattern showed slower speech rate and less precise articulation in participants with OHE compared to other groups. When speech rate and precision ratings were combined into a single speech severity metric, the impairment of participants with OHE was more severe than all other groups, and MHE had greater speech impairment than non‐liver disease controls. As OHE improved clinically, participants showed notable improvement in speech rate. Participants with OHE demonstrated impaired speech rate, precision, and speech severity compared with non‐liver disease and non‐HE cirrhosis. Participants with MHE had less pronounced impairments. Speech parameters improved as HE clinically improved. Conclusion: These data identify speech patterns that could improve HE diagnosis, grading, and remote monitoring. John Wiley and Sons Inc. 2022-07-21 /pmc/articles/PMC9512449/ /pubmed/35861546 http://dx.doi.org/10.1002/hep4.2054 Text en © 2022 The Authors. Hepatology Communications published by Wiley Periodicals LLC on behalf of American Association for the Study of Liver Diseases. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Original Articles
Moon, Andrew M.
Kim, Hannah P.
Cook, Sarah
Blanchard, Renee T.
Haley, Katarina L.
Jacks, Adam
Shafer, Jennifer S.
Fried, Michael W.
Speech patterns and enunciation for encephalopathy determination—A prospective study of hepatic encephalopathy
title Speech patterns and enunciation for encephalopathy determination—A prospective study of hepatic encephalopathy
title_full Speech patterns and enunciation for encephalopathy determination—A prospective study of hepatic encephalopathy
title_fullStr Speech patterns and enunciation for encephalopathy determination—A prospective study of hepatic encephalopathy
title_full_unstemmed Speech patterns and enunciation for encephalopathy determination—A prospective study of hepatic encephalopathy
title_short Speech patterns and enunciation for encephalopathy determination—A prospective study of hepatic encephalopathy
title_sort speech patterns and enunciation for encephalopathy determination—a prospective study of hepatic encephalopathy
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512449/
https://www.ncbi.nlm.nih.gov/pubmed/35861546
http://dx.doi.org/10.1002/hep4.2054
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