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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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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. |
format | Online Article Text |
id | pubmed-10667030 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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