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Comparing different approaches for operationalizing subjective cognitive decline: impact on syndromic and biomarker profiles
Subjective cognitive decline (SCD) has been proposed as a risk factor for future cognitive decline and dementia. Given the heterogeneity of SCD and the lack of consensus about how to classify this condition, different operationalization approaches still need to be compared. In this study, we used th...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7902653/ https://www.ncbi.nlm.nih.gov/pubmed/33623075 http://dx.doi.org/10.1038/s41598-021-83428-1 |
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author | Diaz-Galvan, Patricia Ferreira, Daniel Cedres, Nira Falahati, Farshad Hernández-Cabrera, Juan Andrés Ames, David Barroso, Jose Westman, Eric |
author_facet | Diaz-Galvan, Patricia Ferreira, Daniel Cedres, Nira Falahati, Farshad Hernández-Cabrera, Juan Andrés Ames, David Barroso, Jose Westman, Eric |
author_sort | Diaz-Galvan, Patricia |
collection | PubMed |
description | Subjective cognitive decline (SCD) has been proposed as a risk factor for future cognitive decline and dementia. Given the heterogeneity of SCD and the lack of consensus about how to classify this condition, different operationalization approaches still need to be compared. In this study, we used the same sample of individuals to compare different SCD operationalization approaches. We included 399 cognitively healthy individuals from a community-based cohort. SCD was assessed through nine questions about memory and non-memory subjective complaints. We applied four approaches to operationalize SCD: two hypothesis-driven approaches and two data-driven approaches. We characterized the resulting groups from each operationalization approach using multivariate methods on comprehensive demographic, clinical, cognitive, and neuroimaging data. We identified two main phenotypes: an amnestic phenotype characterized by an Alzheimer’s Disease (AD) signature pattern of brain atrophy; and an anomic phenotype, which was mainly related to cerebrovascular pathology. Furthermore, language complaints other than naming helped to identify a subgroup with subclinical cognitive impairment and difficulties in activities of daily living. This subgroup also showed an AD signature pattern of atrophy. The identification of SCD phenotypes, characterized by different syndromic and biomarker profiles, varies depending on the operationalization approach used. In this study we discuss how these findings may be used in clinical practice and research. |
format | Online Article Text |
id | pubmed-7902653 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79026532021-02-25 Comparing different approaches for operationalizing subjective cognitive decline: impact on syndromic and biomarker profiles Diaz-Galvan, Patricia Ferreira, Daniel Cedres, Nira Falahati, Farshad Hernández-Cabrera, Juan Andrés Ames, David Barroso, Jose Westman, Eric Sci Rep Article Subjective cognitive decline (SCD) has been proposed as a risk factor for future cognitive decline and dementia. Given the heterogeneity of SCD and the lack of consensus about how to classify this condition, different operationalization approaches still need to be compared. In this study, we used the same sample of individuals to compare different SCD operationalization approaches. We included 399 cognitively healthy individuals from a community-based cohort. SCD was assessed through nine questions about memory and non-memory subjective complaints. We applied four approaches to operationalize SCD: two hypothesis-driven approaches and two data-driven approaches. We characterized the resulting groups from each operationalization approach using multivariate methods on comprehensive demographic, clinical, cognitive, and neuroimaging data. We identified two main phenotypes: an amnestic phenotype characterized by an Alzheimer’s Disease (AD) signature pattern of brain atrophy; and an anomic phenotype, which was mainly related to cerebrovascular pathology. Furthermore, language complaints other than naming helped to identify a subgroup with subclinical cognitive impairment and difficulties in activities of daily living. This subgroup also showed an AD signature pattern of atrophy. The identification of SCD phenotypes, characterized by different syndromic and biomarker profiles, varies depending on the operationalization approach used. In this study we discuss how these findings may be used in clinical practice and research. Nature Publishing Group UK 2021-02-23 /pmc/articles/PMC7902653/ /pubmed/33623075 http://dx.doi.org/10.1038/s41598-021-83428-1 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Diaz-Galvan, Patricia Ferreira, Daniel Cedres, Nira Falahati, Farshad Hernández-Cabrera, Juan Andrés Ames, David Barroso, Jose Westman, Eric Comparing different approaches for operationalizing subjective cognitive decline: impact on syndromic and biomarker profiles |
title | Comparing different approaches for operationalizing subjective cognitive decline: impact on syndromic and biomarker profiles |
title_full | Comparing different approaches for operationalizing subjective cognitive decline: impact on syndromic and biomarker profiles |
title_fullStr | Comparing different approaches for operationalizing subjective cognitive decline: impact on syndromic and biomarker profiles |
title_full_unstemmed | Comparing different approaches for operationalizing subjective cognitive decline: impact on syndromic and biomarker profiles |
title_short | Comparing different approaches for operationalizing subjective cognitive decline: impact on syndromic and biomarker profiles |
title_sort | comparing different approaches for operationalizing subjective cognitive decline: impact on syndromic and biomarker profiles |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7902653/ https://www.ncbi.nlm.nih.gov/pubmed/33623075 http://dx.doi.org/10.1038/s41598-021-83428-1 |
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