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A new early warning method for mild cognitive impairment due to Alzheimer's disease based on dynamic evaluation of the “spatial executive process”
OBJECTIVE: Mild cognitive impairment (MCI) due to Alzheimer's disease (AD), as an early stage of AD, is an important point for early warning of AD. Neuropathological studies have shown that AD pathology in pre-dementia patients involves the hippocampus and caudate nucleus, which are responsible...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10467230/ https://www.ncbi.nlm.nih.gov/pubmed/37654709 http://dx.doi.org/10.1177/20552076231194938 |
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author | Li, Kai Ma, Xiaowen Chen, Tong Xin, Junyi Wang, Chen Wu, Bo Ogihara, Atsushi Zhou, Siyu Liu, Jiakang Huang, Shouqiang Wang, Yujia Li, Shuwu Chen, Zeyuan Xu, Runlong |
author_facet | Li, Kai Ma, Xiaowen Chen, Tong Xin, Junyi Wang, Chen Wu, Bo Ogihara, Atsushi Zhou, Siyu Liu, Jiakang Huang, Shouqiang Wang, Yujia Li, Shuwu Chen, Zeyuan Xu, Runlong |
author_sort | Li, Kai |
collection | PubMed |
description | OBJECTIVE: Mild cognitive impairment (MCI) due to Alzheimer's disease (AD), as an early stage of AD, is an important point for early warning of AD. Neuropathological studies have shown that AD pathology in pre-dementia patients involves the hippocampus and caudate nucleus, which are responsible for controlling cognitive mechanisms such as the spatial executive process (SEP). The aim of this study is to design a new method for early warning of MCI due to AD by dynamically evaluating SEP. METHODS: We designed fingertip interaction handwriting digital evaluation paradigms and analyzed the dynamic trajectory of fingertip interaction and image data during “clock drawing” and “repetitive writing” tasks. Extracted fingertip interaction digital biomarkers were used to assess participants’ SEP disorders, ultimately enabling intelligent diagnosis of MCI due to AD. A cross-sectional study demonstrated the predictive performance of this new method. RESULTS: We enrolled 30 normal cognitive (NC) elderly and 30 MCI due to AD patients, and clinical research results showed that there may be neurobehavioral differences between the two groups in digital biomarkers captured during SEP. The early warning performance for MCI due to AD of this new method (areas under the curve (AUC) = 0.880) is better than that of the Minimum Mental State Examination (MMSE) neuropsychological scale (AUC = 0.856) assessed by physicians. CONCLUSION: Patients with MCI due to AD may have SEP disorders, and this new method based on dynamic evaluation of SEP will provide a novel human–computer interaction and intelligent early warning method for home and community screening of MCI due to AD. |
format | Online Article Text |
id | pubmed-10467230 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-104672302023-08-31 A new early warning method for mild cognitive impairment due to Alzheimer's disease based on dynamic evaluation of the “spatial executive process” Li, Kai Ma, Xiaowen Chen, Tong Xin, Junyi Wang, Chen Wu, Bo Ogihara, Atsushi Zhou, Siyu Liu, Jiakang Huang, Shouqiang Wang, Yujia Li, Shuwu Chen, Zeyuan Xu, Runlong Digit Health Original Research OBJECTIVE: Mild cognitive impairment (MCI) due to Alzheimer's disease (AD), as an early stage of AD, is an important point for early warning of AD. Neuropathological studies have shown that AD pathology in pre-dementia patients involves the hippocampus and caudate nucleus, which are responsible for controlling cognitive mechanisms such as the spatial executive process (SEP). The aim of this study is to design a new method for early warning of MCI due to AD by dynamically evaluating SEP. METHODS: We designed fingertip interaction handwriting digital evaluation paradigms and analyzed the dynamic trajectory of fingertip interaction and image data during “clock drawing” and “repetitive writing” tasks. Extracted fingertip interaction digital biomarkers were used to assess participants’ SEP disorders, ultimately enabling intelligent diagnosis of MCI due to AD. A cross-sectional study demonstrated the predictive performance of this new method. RESULTS: We enrolled 30 normal cognitive (NC) elderly and 30 MCI due to AD patients, and clinical research results showed that there may be neurobehavioral differences between the two groups in digital biomarkers captured during SEP. The early warning performance for MCI due to AD of this new method (areas under the curve (AUC) = 0.880) is better than that of the Minimum Mental State Examination (MMSE) neuropsychological scale (AUC = 0.856) assessed by physicians. CONCLUSION: Patients with MCI due to AD may have SEP disorders, and this new method based on dynamic evaluation of SEP will provide a novel human–computer interaction and intelligent early warning method for home and community screening of MCI due to AD. SAGE Publications 2023-08-24 /pmc/articles/PMC10467230/ /pubmed/37654709 http://dx.doi.org/10.1177/20552076231194938 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by-nc-nd/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 License (https://creativecommons.org/licenses/by-nc-nd/4.0/) which permits non-commercial use, reproduction and distribution of the work as published without adaptation or alteration, without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Research Li, Kai Ma, Xiaowen Chen, Tong Xin, Junyi Wang, Chen Wu, Bo Ogihara, Atsushi Zhou, Siyu Liu, Jiakang Huang, Shouqiang Wang, Yujia Li, Shuwu Chen, Zeyuan Xu, Runlong A new early warning method for mild cognitive impairment due to Alzheimer's disease based on dynamic evaluation of the “spatial executive process” |
title | A new early warning method for mild cognitive impairment due to Alzheimer's disease based on dynamic evaluation of the “spatial executive process” |
title_full | A new early warning method for mild cognitive impairment due to Alzheimer's disease based on dynamic evaluation of the “spatial executive process” |
title_fullStr | A new early warning method for mild cognitive impairment due to Alzheimer's disease based on dynamic evaluation of the “spatial executive process” |
title_full_unstemmed | A new early warning method for mild cognitive impairment due to Alzheimer's disease based on dynamic evaluation of the “spatial executive process” |
title_short | A new early warning method for mild cognitive impairment due to Alzheimer's disease based on dynamic evaluation of the “spatial executive process” |
title_sort | new early warning method for mild cognitive impairment due to alzheimer's disease based on dynamic evaluation of the “spatial executive process” |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10467230/ https://www.ncbi.nlm.nih.gov/pubmed/37654709 http://dx.doi.org/10.1177/20552076231194938 |
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