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Examining the causal mediating role of brain pathology on the relationship between diabetes and cognitive impairment: the Cardiovascular Health Study
The paper examines whether diabetes mellitus leads to incident mild cognitive impairment and dementia through brain hypoperfusion and white matter disease. We performed inverse odds ratio weighted causal mediation analyses to decompose the effect of diabetes on cognitive impairment into direct and i...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8314961/ https://www.ncbi.nlm.nih.gov/pubmed/34321718 http://dx.doi.org/10.1111/rssa.12570 |
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author | Andrews, Ryan M. Shpitser, Ilya Lopez, Oscar Longstreth, William T. Chaves, Paulo H. M. Kuller, Lewis Carlson, Michelle C. |
author_facet | Andrews, Ryan M. Shpitser, Ilya Lopez, Oscar Longstreth, William T. Chaves, Paulo H. M. Kuller, Lewis Carlson, Michelle C. |
author_sort | Andrews, Ryan M. |
collection | PubMed |
description | The paper examines whether diabetes mellitus leads to incident mild cognitive impairment and dementia through brain hypoperfusion and white matter disease. We performed inverse odds ratio weighted causal mediation analyses to decompose the effect of diabetes on cognitive impairment into direct and indirect effects, and we found that approximately a third of the total effect of diabetes is mediated through vascular-related brain pathology. Our findings lend support for a common aetiological hypothesis regarding incident cognitive impairment, which is that diabetes increases the risk of clinical cognitive impairment in part by impacting the vasculature of the brain. |
format | Online Article Text |
id | pubmed-8314961 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-83149612021-07-27 Examining the causal mediating role of brain pathology on the relationship between diabetes and cognitive impairment: the Cardiovascular Health Study Andrews, Ryan M. Shpitser, Ilya Lopez, Oscar Longstreth, William T. Chaves, Paulo H. M. Kuller, Lewis Carlson, Michelle C. J R Stat Soc Ser A Stat Soc Article The paper examines whether diabetes mellitus leads to incident mild cognitive impairment and dementia through brain hypoperfusion and white matter disease. We performed inverse odds ratio weighted causal mediation analyses to decompose the effect of diabetes on cognitive impairment into direct and indirect effects, and we found that approximately a third of the total effect of diabetes is mediated through vascular-related brain pathology. Our findings lend support for a common aetiological hypothesis regarding incident cognitive impairment, which is that diabetes increases the risk of clinical cognitive impairment in part by impacting the vasculature of the brain. 2020-05-08 2020-10 /pmc/articles/PMC8314961/ /pubmed/34321718 http://dx.doi.org/10.1111/rssa.12570 Text en https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) |
spellingShingle | Article Andrews, Ryan M. Shpitser, Ilya Lopez, Oscar Longstreth, William T. Chaves, Paulo H. M. Kuller, Lewis Carlson, Michelle C. Examining the causal mediating role of brain pathology on the relationship between diabetes and cognitive impairment: the Cardiovascular Health Study |
title | Examining the causal mediating role of brain pathology on the relationship between diabetes and cognitive impairment: the Cardiovascular Health Study |
title_full | Examining the causal mediating role of brain pathology on the relationship between diabetes and cognitive impairment: the Cardiovascular Health Study |
title_fullStr | Examining the causal mediating role of brain pathology on the relationship between diabetes and cognitive impairment: the Cardiovascular Health Study |
title_full_unstemmed | Examining the causal mediating role of brain pathology on the relationship between diabetes and cognitive impairment: the Cardiovascular Health Study |
title_short | Examining the causal mediating role of brain pathology on the relationship between diabetes and cognitive impairment: the Cardiovascular Health Study |
title_sort | examining the causal mediating role of brain pathology on the relationship between diabetes and cognitive impairment: the cardiovascular health study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8314961/ https://www.ncbi.nlm.nih.gov/pubmed/34321718 http://dx.doi.org/10.1111/rssa.12570 |
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