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Type 2 Diabetes and Cognitive Status in the Health and Retirement Study: A Mendelian Randomization Approach

BACKGROUND: Type 2 diabetes mellitus (T2DM) and dementia are leading causes of mortality and disability in the US. T2DM has been associated with dementia; however, causality has not been clearly established. This study tested inferred causality between T2DM and dementia status using a Mendelian rand...

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Autores principales: Ware, Erin B., Morataya, Cristina, Fu, Mingzhou, Bakulski, Kelly M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8044888/
https://www.ncbi.nlm.nih.gov/pubmed/33868373
http://dx.doi.org/10.3389/fgene.2021.634767
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author Ware, Erin B.
Morataya, Cristina
Fu, Mingzhou
Bakulski, Kelly M.
author_facet Ware, Erin B.
Morataya, Cristina
Fu, Mingzhou
Bakulski, Kelly M.
author_sort Ware, Erin B.
collection PubMed
description BACKGROUND: Type 2 diabetes mellitus (T2DM) and dementia are leading causes of mortality and disability in the US. T2DM has been associated with dementia; however, causality has not been clearly established. This study tested inferred causality between T2DM and dementia status using a Mendelian randomization approach. METHODS: Participants (50+ years) from the 2010 wave of the Health and Retirement Study of European or African genetic ancestry were included (n = 10,322). History of T2DM was self-reported. Cognitive status (dementia, cognitive impairment non-dementia, or normal cognition) was defined from clinically validated cognitive assessments. Cumulative genetic risk for T2DM was determined using a polygenic score calculated from a European ancestry T2DM genome-wide association study by Xue et al. (2018). All models were adjusted for age, sex, education, APOE-ε4 carrier status, and genetic principal components. Multivariable logistic regression was used to test the association between cumulative genetic risk for T2DM and cognitive status. To test inferred causality using Mendelian randomization, we used the inverse variance method. RESULTS: Among included participants, 20.9% had T2DM and 20.7% had dementia or cognitive impairment. Among European ancestry participants, T2DM was associated with 1.66 times odds of cognitive impairment non-dementia (95% confidence interval: 1.55–1.77) relative to normal cognition. A one standard deviation increase in cumulative genetic risk for T2DM was associated with 1.30 times higher odds of T2DM (95% confidence interval: 1.10–1.52). Cumulative genetic risk for T2DM was not associated with dementia status or cognitive-impaired non-dementia in either ancestry (P > 0.05); lack of association here is an important assumption of Mendelian randomization. Using Mendelian randomization, we did not observe evidence for an inferred causal association between T2DM and cognitive impairment (odds ratio: 1.04; 95% confidence interval: 0.90–1.21). DISCUSSION: Consistent with prior research, T2DM was associated with cognitive status. Prevention of T2DM and cognitive decline are both critical for public health, however, this study does not provide evidence that T2DM is causally related to impaired cognition. Additional studies in other ancestries, larger sample sizes, and longitudinal studies are needed to confirm these results.
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spelling pubmed-80448882021-04-15 Type 2 Diabetes and Cognitive Status in the Health and Retirement Study: A Mendelian Randomization Approach Ware, Erin B. Morataya, Cristina Fu, Mingzhou Bakulski, Kelly M. Front Genet Genetics BACKGROUND: Type 2 diabetes mellitus (T2DM) and dementia are leading causes of mortality and disability in the US. T2DM has been associated with dementia; however, causality has not been clearly established. This study tested inferred causality between T2DM and dementia status using a Mendelian randomization approach. METHODS: Participants (50+ years) from the 2010 wave of the Health and Retirement Study of European or African genetic ancestry were included (n = 10,322). History of T2DM was self-reported. Cognitive status (dementia, cognitive impairment non-dementia, or normal cognition) was defined from clinically validated cognitive assessments. Cumulative genetic risk for T2DM was determined using a polygenic score calculated from a European ancestry T2DM genome-wide association study by Xue et al. (2018). All models were adjusted for age, sex, education, APOE-ε4 carrier status, and genetic principal components. Multivariable logistic regression was used to test the association between cumulative genetic risk for T2DM and cognitive status. To test inferred causality using Mendelian randomization, we used the inverse variance method. RESULTS: Among included participants, 20.9% had T2DM and 20.7% had dementia or cognitive impairment. Among European ancestry participants, T2DM was associated with 1.66 times odds of cognitive impairment non-dementia (95% confidence interval: 1.55–1.77) relative to normal cognition. A one standard deviation increase in cumulative genetic risk for T2DM was associated with 1.30 times higher odds of T2DM (95% confidence interval: 1.10–1.52). Cumulative genetic risk for T2DM was not associated with dementia status or cognitive-impaired non-dementia in either ancestry (P > 0.05); lack of association here is an important assumption of Mendelian randomization. Using Mendelian randomization, we did not observe evidence for an inferred causal association between T2DM and cognitive impairment (odds ratio: 1.04; 95% confidence interval: 0.90–1.21). DISCUSSION: Consistent with prior research, T2DM was associated with cognitive status. Prevention of T2DM and cognitive decline are both critical for public health, however, this study does not provide evidence that T2DM is causally related to impaired cognition. Additional studies in other ancestries, larger sample sizes, and longitudinal studies are needed to confirm these results. Frontiers Media S.A. 2021-03-25 /pmc/articles/PMC8044888/ /pubmed/33868373 http://dx.doi.org/10.3389/fgene.2021.634767 Text en Copyright © 2021 Ware, Morataya, Fu and Bakulski. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Ware, Erin B.
Morataya, Cristina
Fu, Mingzhou
Bakulski, Kelly M.
Type 2 Diabetes and Cognitive Status in the Health and Retirement Study: A Mendelian Randomization Approach
title Type 2 Diabetes and Cognitive Status in the Health and Retirement Study: A Mendelian Randomization Approach
title_full Type 2 Diabetes and Cognitive Status in the Health and Retirement Study: A Mendelian Randomization Approach
title_fullStr Type 2 Diabetes and Cognitive Status in the Health and Retirement Study: A Mendelian Randomization Approach
title_full_unstemmed Type 2 Diabetes and Cognitive Status in the Health and Retirement Study: A Mendelian Randomization Approach
title_short Type 2 Diabetes and Cognitive Status in the Health and Retirement Study: A Mendelian Randomization Approach
title_sort type 2 diabetes and cognitive status in the health and retirement study: a mendelian randomization approach
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8044888/
https://www.ncbi.nlm.nih.gov/pubmed/33868373
http://dx.doi.org/10.3389/fgene.2021.634767
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