Development of a simple screening tool for determining cognitive status in Alzheimer’s disease
Cognitive screening is often a first step to document cognitive status of patients suspected having Alzheimer’s disease (AD). Unfortunately, screening neuropsychological tests are often insensitivity in the detection. The goal of this study was to develop a simple and sensitive screening neuropsycho...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Public Library of Science (PLoS)
2023-01-01
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| Series: | PLoS ONE |
| Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9836308/?tool=EBI |
| _version_ | 1797952099174055936 |
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| author | Hsin-Te Chang Pai-Yi Chiu |
| author_facet | Hsin-Te Chang Pai-Yi Chiu |
| author_sort | Hsin-Te Chang |
| collection | DOAJ |
| description | Cognitive screening is often a first step to document cognitive status of patients suspected having Alzheimer’s disease (AD). Unfortunately, screening neuropsychological tests are often insensitivity in the detection. The goal of this study was to develop a simple and sensitive screening neuropsychological test to facilitate early detection of AD. This study recruited 761 elderly individuals suspected of having AD and presenting various cognitive statuses (mean age: 77.69 ± 8.45 years; proportion of females: 65%; cognitively unimpaired, CU, n = 133; mild cognitive impairment, MCI, n = 231; dementia of Alzheimer’s type, DAT, n = 397). This study developed a novel screening neuropsychological test incorporating assessments of the core memory deficits typical of early AD and an interview on memory function with an informant. The proposed History-based Artificial Intelligence-Show Chwan Assessment of Cognition (HAI-SAC) was assessed in terms of psychometric properties, test time, and discriminative ability. The results were compared with those obtained using other common screening tests, including Cognitive Abilities Screening Instrument (CASI), Montreal Cognitive Assessment (MoCA), and an extracted Mini-Mental State Examination score from CASI. HAI-SAC demonstrated acceptable internal consistency. Factor analysis revealed two factors: memory (semantic and contextual) and cognition-related information from informants. The assessment performance of HAI-SAC was strongly correlated with that of the common screening neuropsychological tests addressed in this study. HAI-SAC outperformed the other tests in differentiating CU individuals from patients with MCI (sensitivity: 0.87; specificity: 0.58; area under the curve [AUC]: 0.78) or DAT (sensitivity: 0.99; specificity: 0.89; AUC: 0.98). Performance of HAI-SAC on differentiating MCI from DAT was on par with performances of other tests (sensitivity: 0.78; specificity: 0.84; AUC: 0.87), while the test time was less than one quarter that of CASI and half that of MoCA. HAI-SAC is psychometrically sound, cost-effective, and sensitive in discriminating the cognitive status of AD. |
| first_indexed | 2024-04-10T22:40:58Z |
| format | Article |
| id | doaj.art-bff49129ff1c4019a7c90792685126b8 |
| institution | Directory Open Access Journal |
| issn | 1932-6203 |
| language | English |
| last_indexed | 2024-04-10T22:40:58Z |
| publishDate | 2023-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj.art-bff49129ff1c4019a7c90792685126b82023-01-16T05:31:14ZengPublic Library of Science (PLoS)PLoS ONE1932-62032023-01-01181Development of a simple screening tool for determining cognitive status in Alzheimer’s diseaseHsin-Te ChangPai-Yi ChiuCognitive screening is often a first step to document cognitive status of patients suspected having Alzheimer’s disease (AD). Unfortunately, screening neuropsychological tests are often insensitivity in the detection. The goal of this study was to develop a simple and sensitive screening neuropsychological test to facilitate early detection of AD. This study recruited 761 elderly individuals suspected of having AD and presenting various cognitive statuses (mean age: 77.69 ± 8.45 years; proportion of females: 65%; cognitively unimpaired, CU, n = 133; mild cognitive impairment, MCI, n = 231; dementia of Alzheimer’s type, DAT, n = 397). This study developed a novel screening neuropsychological test incorporating assessments of the core memory deficits typical of early AD and an interview on memory function with an informant. The proposed History-based Artificial Intelligence-Show Chwan Assessment of Cognition (HAI-SAC) was assessed in terms of psychometric properties, test time, and discriminative ability. The results were compared with those obtained using other common screening tests, including Cognitive Abilities Screening Instrument (CASI), Montreal Cognitive Assessment (MoCA), and an extracted Mini-Mental State Examination score from CASI. HAI-SAC demonstrated acceptable internal consistency. Factor analysis revealed two factors: memory (semantic and contextual) and cognition-related information from informants. The assessment performance of HAI-SAC was strongly correlated with that of the common screening neuropsychological tests addressed in this study. HAI-SAC outperformed the other tests in differentiating CU individuals from patients with MCI (sensitivity: 0.87; specificity: 0.58; area under the curve [AUC]: 0.78) or DAT (sensitivity: 0.99; specificity: 0.89; AUC: 0.98). Performance of HAI-SAC on differentiating MCI from DAT was on par with performances of other tests (sensitivity: 0.78; specificity: 0.84; AUC: 0.87), while the test time was less than one quarter that of CASI and half that of MoCA. HAI-SAC is psychometrically sound, cost-effective, and sensitive in discriminating the cognitive status of AD.https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9836308/?tool=EBI |
| spellingShingle | Hsin-Te Chang Pai-Yi Chiu Development of a simple screening tool for determining cognitive status in Alzheimer’s disease PLoS ONE |
| title | Development of a simple screening tool for determining cognitive status in Alzheimer’s disease |
| title_full | Development of a simple screening tool for determining cognitive status in Alzheimer’s disease |
| title_fullStr | Development of a simple screening tool for determining cognitive status in Alzheimer’s disease |
| title_full_unstemmed | Development of a simple screening tool for determining cognitive status in Alzheimer’s disease |
| title_short | Development of a simple screening tool for determining cognitive status in Alzheimer’s disease |
| title_sort | development of a simple screening tool for determining cognitive status in alzheimer s disease |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9836308/?tool=EBI |
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