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Pitch Processing Can Indicate Cognitive Alterations in Chronic Liver Disease: An fNIRS Study
Early detection and evaluation of cognitive alteration in chronic liver disease is important for predicting the subsequent development of hepatic encephalopathy. While visuomotor tasks have been rigorously employed for cognitive evaluation in chronic liver disease, there is a paucity of auditory pro...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7578697/ https://www.ncbi.nlm.nih.gov/pubmed/33132872 http://dx.doi.org/10.3389/fnhum.2020.535775 |
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author | Jo, Geonsang Kim, Young-Min Jun, Dae Won Jeong, Eunju |
author_facet | Jo, Geonsang Kim, Young-Min Jun, Dae Won Jeong, Eunju |
author_sort | Jo, Geonsang |
collection | PubMed |
description | Early detection and evaluation of cognitive alteration in chronic liver disease is important for predicting the subsequent development of hepatic encephalopathy. While visuomotor tasks have been rigorously employed for cognitive evaluation in chronic liver disease, there is a paucity of auditory processing task. Here we focused on auditory perception and examined behavioral and haemodynamic responses to a melodic contour identification task (CIT) to compare cognitive abilities in patients with chronic liver disease (CLD, N = 30) and healthy controls (N = 25). Further, we used support vector machines to examine the optimal combination of channels of functional near-infrared spectroscopy that can classify cognitive alterations in CLD. Behavioral findings showed that CIT performance was significantly worse in the patient group and CIT significantly correlated with neurocognitive evaluation (i.e., number connection test, digit span test). The findings indicated that CIT can measure auditory cognitive capacity and its difference existing between patient group and healthy controls. Additionally, optimal subsets classified the 16-dimensional haemodynamic data with 78.35% classification accuracy, yielding markers of cognitive alterations in the prefrontal regions (CH6, CH7, CH10, CH13, CH14, and CH16). The results confirmed the potential use of behavioral as well as haemodynamic responses to music perception as an alternative or supplementary method for evaluating cognitive alterations in chronic liver disease. |
format | Online Article Text |
id | pubmed-7578697 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75786972020-10-30 Pitch Processing Can Indicate Cognitive Alterations in Chronic Liver Disease: An fNIRS Study Jo, Geonsang Kim, Young-Min Jun, Dae Won Jeong, Eunju Front Hum Neurosci Human Neuroscience Early detection and evaluation of cognitive alteration in chronic liver disease is important for predicting the subsequent development of hepatic encephalopathy. While visuomotor tasks have been rigorously employed for cognitive evaluation in chronic liver disease, there is a paucity of auditory processing task. Here we focused on auditory perception and examined behavioral and haemodynamic responses to a melodic contour identification task (CIT) to compare cognitive abilities in patients with chronic liver disease (CLD, N = 30) and healthy controls (N = 25). Further, we used support vector machines to examine the optimal combination of channels of functional near-infrared spectroscopy that can classify cognitive alterations in CLD. Behavioral findings showed that CIT performance was significantly worse in the patient group and CIT significantly correlated with neurocognitive evaluation (i.e., number connection test, digit span test). The findings indicated that CIT can measure auditory cognitive capacity and its difference existing between patient group and healthy controls. Additionally, optimal subsets classified the 16-dimensional haemodynamic data with 78.35% classification accuracy, yielding markers of cognitive alterations in the prefrontal regions (CH6, CH7, CH10, CH13, CH14, and CH16). The results confirmed the potential use of behavioral as well as haemodynamic responses to music perception as an alternative or supplementary method for evaluating cognitive alterations in chronic liver disease. Frontiers Media S.A. 2020-10-08 /pmc/articles/PMC7578697/ /pubmed/33132872 http://dx.doi.org/10.3389/fnhum.2020.535775 Text en Copyright © 2020 Jo, Kim, Jun and Jeong. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Human Neuroscience Jo, Geonsang Kim, Young-Min Jun, Dae Won Jeong, Eunju Pitch Processing Can Indicate Cognitive Alterations in Chronic Liver Disease: An fNIRS Study |
title | Pitch Processing Can Indicate Cognitive Alterations in Chronic Liver Disease: An fNIRS Study |
title_full | Pitch Processing Can Indicate Cognitive Alterations in Chronic Liver Disease: An fNIRS Study |
title_fullStr | Pitch Processing Can Indicate Cognitive Alterations in Chronic Liver Disease: An fNIRS Study |
title_full_unstemmed | Pitch Processing Can Indicate Cognitive Alterations in Chronic Liver Disease: An fNIRS Study |
title_short | Pitch Processing Can Indicate Cognitive Alterations in Chronic Liver Disease: An fNIRS Study |
title_sort | pitch processing can indicate cognitive alterations in chronic liver disease: an fnirs study |
topic | Human Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7578697/ https://www.ncbi.nlm.nih.gov/pubmed/33132872 http://dx.doi.org/10.3389/fnhum.2020.535775 |
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