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Do diabetes phenotypes in US women differ by race/ethnicity? A population-based cluster analysis

OBJECTIVE: US women exhibit racial disparities in the lifetime risk of diabetes and related outcomes. Identifying heterogeneity in clinical presentation may assist with reducing racial disparities in diabetes outcomes. We identified clinical phenotypes of diabetes and examined their racial and ethni...

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Autores principales: Choi, Daesung, Jones-Antwi, Rebecca, Ali, Mohammed K., Patel, Shivani A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9816965/
https://www.ncbi.nlm.nih.gov/pubmed/36618551
http://dx.doi.org/10.1016/j.metop.2022.100225
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author Choi, Daesung
Jones-Antwi, Rebecca
Ali, Mohammed K.
Patel, Shivani A.
author_facet Choi, Daesung
Jones-Antwi, Rebecca
Ali, Mohammed K.
Patel, Shivani A.
author_sort Choi, Daesung
collection PubMed
description OBJECTIVE: US women exhibit racial disparities in the lifetime risk of diabetes and related outcomes. Identifying heterogeneity in clinical presentation may assist with reducing racial disparities in diabetes outcomes. We identified clinical phenotypes of diabetes and examined their racial and ethnic distribution in US women. RESEARCH DESIGN AND METHODS: We conducted cluster analysis based on five factors in US women with diagnosed diabetes assessed in the National Health and Nutrition Examination Surveys 1999–2018 (n = 825). Multinomial logistic regression analysis was performed to identify racial and ethnic differences in the distribution of phenotypes. RESULTS: We identified four distinct clinical phenotypes. Two phenotypes, mild age-related and severe insulin-deficient diabetes, each included approximately a third of women. Mild insulin-resistant and severe insulin-resistant diabetes phenotypes accounted for 19.9% and 13.7%, respectively. The distribution of clusters did not differ by race and ethnicity. CONCLUSIONS: The prevalence of four clinically distinct diabetes phenotypes identified in US women did not differ by race and ethnicity.
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spelling pubmed-98169652023-01-07 Do diabetes phenotypes in US women differ by race/ethnicity? A population-based cluster analysis Choi, Daesung Jones-Antwi, Rebecca Ali, Mohammed K. Patel, Shivani A. Metabol Open Original Research Paper OBJECTIVE: US women exhibit racial disparities in the lifetime risk of diabetes and related outcomes. Identifying heterogeneity in clinical presentation may assist with reducing racial disparities in diabetes outcomes. We identified clinical phenotypes of diabetes and examined their racial and ethnic distribution in US women. RESEARCH DESIGN AND METHODS: We conducted cluster analysis based on five factors in US women with diagnosed diabetes assessed in the National Health and Nutrition Examination Surveys 1999–2018 (n = 825). Multinomial logistic regression analysis was performed to identify racial and ethnic differences in the distribution of phenotypes. RESULTS: We identified four distinct clinical phenotypes. Two phenotypes, mild age-related and severe insulin-deficient diabetes, each included approximately a third of women. Mild insulin-resistant and severe insulin-resistant diabetes phenotypes accounted for 19.9% and 13.7%, respectively. The distribution of clusters did not differ by race and ethnicity. CONCLUSIONS: The prevalence of four clinically distinct diabetes phenotypes identified in US women did not differ by race and ethnicity. Elsevier 2022-12-22 /pmc/articles/PMC9816965/ /pubmed/36618551 http://dx.doi.org/10.1016/j.metop.2022.100225 Text en © 2023 The Authors. Published by Elsevier Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original Research Paper
Choi, Daesung
Jones-Antwi, Rebecca
Ali, Mohammed K.
Patel, Shivani A.
Do diabetes phenotypes in US women differ by race/ethnicity? A population-based cluster analysis
title Do diabetes phenotypes in US women differ by race/ethnicity? A population-based cluster analysis
title_full Do diabetes phenotypes in US women differ by race/ethnicity? A population-based cluster analysis
title_fullStr Do diabetes phenotypes in US women differ by race/ethnicity? A population-based cluster analysis
title_full_unstemmed Do diabetes phenotypes in US women differ by race/ethnicity? A population-based cluster analysis
title_short Do diabetes phenotypes in US women differ by race/ethnicity? A population-based cluster analysis
title_sort do diabetes phenotypes in us women differ by race/ethnicity? a population-based cluster analysis
topic Original Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9816965/
https://www.ncbi.nlm.nih.gov/pubmed/36618551
http://dx.doi.org/10.1016/j.metop.2022.100225
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