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Understanding ethnic diversity in open dementia neuroimaging data sets

Ethnic differences in dementia are increasingly recognized in epidemiological measures and diagnostic biomarkers. Nonetheless, ethnic diversity remains limited in many study populations. Here, we provide insights into ethnic diversity in open-access neuroimaging dementia data sets. Data sets compris...

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Detalles Bibliográficos
Autores principales: Heng, Nicholas Yew Wei, Rittman, Timothy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10667030/
https://www.ncbi.nlm.nih.gov/pubmed/38025280
http://dx.doi.org/10.1093/braincomms/fcad308
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author Heng, Nicholas Yew Wei
Rittman, Timothy
author_facet Heng, Nicholas Yew Wei
Rittman, Timothy
author_sort Heng, Nicholas Yew Wei
collection PubMed
description Ethnic differences in dementia are increasingly recognized in epidemiological measures and diagnostic biomarkers. Nonetheless, ethnic diversity remains limited in many study populations. Here, we provide insights into ethnic diversity in open-access neuroimaging dementia data sets. Data sets comprising dementia populations with available data on ethnicity were included. Statistical analyses of sample and effect sizes were based on the Cochrane Handbook. Nineteen databases were included, with 17 studies of healthy groups or a combination of diagnostic groups if breakdown was unavailable and 12 of mild cognitive impairment and dementia groups. Combining all studies on dementia patients, the largest ethnic group was Caucasian (20 547 participants), with the next most common being Afro-Caribbean (1958), followed by Asian (1211). The smallest effect size detectable within the Caucasian group was 0.03, compared to Afro-Caribbean (0.1) and Asian (0.13). Our findings quantify the lack of ethnic diversity in openly available dementia data sets. More representative data would facilitate the development and validation of biomarkers relevant across ethnicities.
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spelling pubmed-106670302023-11-08 Understanding ethnic diversity in open dementia neuroimaging data sets Heng, Nicholas Yew Wei Rittman, Timothy Brain Commun Original Article Ethnic differences in dementia are increasingly recognized in epidemiological measures and diagnostic biomarkers. Nonetheless, ethnic diversity remains limited in many study populations. Here, we provide insights into ethnic diversity in open-access neuroimaging dementia data sets. Data sets comprising dementia populations with available data on ethnicity were included. Statistical analyses of sample and effect sizes were based on the Cochrane Handbook. Nineteen databases were included, with 17 studies of healthy groups or a combination of diagnostic groups if breakdown was unavailable and 12 of mild cognitive impairment and dementia groups. Combining all studies on dementia patients, the largest ethnic group was Caucasian (20 547 participants), with the next most common being Afro-Caribbean (1958), followed by Asian (1211). The smallest effect size detectable within the Caucasian group was 0.03, compared to Afro-Caribbean (0.1) and Asian (0.13). Our findings quantify the lack of ethnic diversity in openly available dementia data sets. More representative data would facilitate the development and validation of biomarkers relevant across ethnicities. Oxford University Press 2023-11-08 /pmc/articles/PMC10667030/ /pubmed/38025280 http://dx.doi.org/10.1093/braincomms/fcad308 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the Guarantors of Brain. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Heng, Nicholas Yew Wei
Rittman, Timothy
Understanding ethnic diversity in open dementia neuroimaging data sets
title Understanding ethnic diversity in open dementia neuroimaging data sets
title_full Understanding ethnic diversity in open dementia neuroimaging data sets
title_fullStr Understanding ethnic diversity in open dementia neuroimaging data sets
title_full_unstemmed Understanding ethnic diversity in open dementia neuroimaging data sets
title_short Understanding ethnic diversity in open dementia neuroimaging data sets
title_sort understanding ethnic diversity in open dementia neuroimaging data sets
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10667030/
https://www.ncbi.nlm.nih.gov/pubmed/38025280
http://dx.doi.org/10.1093/braincomms/fcad308
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