Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Diaz-Galvan, Patricia, Ferreira, Daniel, Cedres, Nira, Falahati, Farshad, Hernández-Cabrera, Juan Andrés, Ames, David, Barroso, Jose, Westman, Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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
_version_ 1783654572402671616
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
work_keys_str_mv AT diazgalvanpatricia comparingdifferentapproachesforoperationalizingsubjectivecognitivedeclineimpactonsyndromicandbiomarkerprofiles
AT ferreiradaniel comparingdifferentapproachesforoperationalizingsubjectivecognitivedeclineimpactonsyndromicandbiomarkerprofiles
AT cedresnira comparingdifferentapproachesforoperationalizingsubjectivecognitivedeclineimpactonsyndromicandbiomarkerprofiles
AT falahatifarshad comparingdifferentapproachesforoperationalizingsubjectivecognitivedeclineimpactonsyndromicandbiomarkerprofiles
AT hernandezcabrerajuanandres comparingdifferentapproachesforoperationalizingsubjectivecognitivedeclineimpactonsyndromicandbiomarkerprofiles
AT amesdavid comparingdifferentapproachesforoperationalizingsubjectivecognitivedeclineimpactonsyndromicandbiomarkerprofiles
AT barrosojose comparingdifferentapproachesforoperationalizingsubjectivecognitivedeclineimpactonsyndromicandbiomarkerprofiles
AT westmaneric comparingdifferentapproachesforoperationalizingsubjectivecognitivedeclineimpactonsyndromicandbiomarkerprofiles