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Psychotropic Medication Use Is Associated With Greater 1-Year Incidence of Dementia After COVID-19 Hospitalization
BACKGROUND: COVID-19 has been associated with an increased risk of incident dementia (post-COVID dementia). Establishing additional risk markers may help identify at-risk individuals and guide clinical decision-making. METHODS: We investigated pre-COVID psychotropic medication use (exposure) and 1-y...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8972194/ https://www.ncbi.nlm.nih.gov/pubmed/35372430 http://dx.doi.org/10.3389/fmed.2022.841326 |
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author | Freudenberg-Hua, Yun Makhnevich, Alexander Li, Wentian Liu, Yan Qiu, Michael Marziliano, Allison Carney, Maria Greenwald, Blaine Kane, John M. Diefenbach, Michael Burns, Edith Koppel, Jeremy Sinvani, Liron |
author_facet | Freudenberg-Hua, Yun Makhnevich, Alexander Li, Wentian Liu, Yan Qiu, Michael Marziliano, Allison Carney, Maria Greenwald, Blaine Kane, John M. Diefenbach, Michael Burns, Edith Koppel, Jeremy Sinvani, Liron |
author_sort | Freudenberg-Hua, Yun |
collection | PubMed |
description | BACKGROUND: COVID-19 has been associated with an increased risk of incident dementia (post-COVID dementia). Establishing additional risk markers may help identify at-risk individuals and guide clinical decision-making. METHODS: We investigated pre-COVID psychotropic medication use (exposure) and 1-year incidence of dementia (outcome) in 1,755 patients (≥65 years) hospitalized with COVID-19. Logistic regression models were used to examine the association, adjusting for demographic and clinical variables. For further confirmation, we applied the Least Absolute Shrinkage and Selection Operator (LASSO) regression and a machine learning (Random Forest) algorithm. RESULTS: One-year incidence rate of post-COVID dementia was 12.7% (N = 223). Pre-COVID psychotropic medications (OR = 2.7, 95% CI: 1.8–4.0, P < 0.001) and delirium (OR = 3.0, 95% CI: 1.9–4.6, P < 0.001) were significantly associated with greater 1-year incidence of post-COVID dementia. The association between psychotropic medications and incident dementia remained robust when the analysis was restricted to the 423 patients with at least one documented neurological or psychiatric diagnosis at the time of COVID-19 admission (OR = 3.09, 95% CI: 1.5–6.6, P = 0.002). Across different drug classes, antipsychotics (OR = 2.8, 95% CI: 1.7–4.4, P < 0.001) and mood stabilizers/anticonvulsants (OR = 2.4, 95% CI: 1.39–4.02, P = 0.001) displayed the greatest association with post-COVID dementia. The association of psychotropic medication with dementia was further confirmed with Random Forest and LASSO analysis. CONCLUSION: Confirming prior studies we observed a high dementia incidence in older patients after COVID-19 hospitalization. Pre-COVID psychotropic medications were associated with higher risk of incident dementia. Psychotropic medications may be risk markers that signify neuropsychiatric symptoms during prodromal dementia, and not mutually exclusive, contribute to post-COVID dementia. |
format | Online Article Text |
id | pubmed-8972194 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89721942022-04-02 Psychotropic Medication Use Is Associated With Greater 1-Year Incidence of Dementia After COVID-19 Hospitalization Freudenberg-Hua, Yun Makhnevich, Alexander Li, Wentian Liu, Yan Qiu, Michael Marziliano, Allison Carney, Maria Greenwald, Blaine Kane, John M. Diefenbach, Michael Burns, Edith Koppel, Jeremy Sinvani, Liron Front Med (Lausanne) Medicine BACKGROUND: COVID-19 has been associated with an increased risk of incident dementia (post-COVID dementia). Establishing additional risk markers may help identify at-risk individuals and guide clinical decision-making. METHODS: We investigated pre-COVID psychotropic medication use (exposure) and 1-year incidence of dementia (outcome) in 1,755 patients (≥65 years) hospitalized with COVID-19. Logistic regression models were used to examine the association, adjusting for demographic and clinical variables. For further confirmation, we applied the Least Absolute Shrinkage and Selection Operator (LASSO) regression and a machine learning (Random Forest) algorithm. RESULTS: One-year incidence rate of post-COVID dementia was 12.7% (N = 223). Pre-COVID psychotropic medications (OR = 2.7, 95% CI: 1.8–4.0, P < 0.001) and delirium (OR = 3.0, 95% CI: 1.9–4.6, P < 0.001) were significantly associated with greater 1-year incidence of post-COVID dementia. The association between psychotropic medications and incident dementia remained robust when the analysis was restricted to the 423 patients with at least one documented neurological or psychiatric diagnosis at the time of COVID-19 admission (OR = 3.09, 95% CI: 1.5–6.6, P = 0.002). Across different drug classes, antipsychotics (OR = 2.8, 95% CI: 1.7–4.4, P < 0.001) and mood stabilizers/anticonvulsants (OR = 2.4, 95% CI: 1.39–4.02, P = 0.001) displayed the greatest association with post-COVID dementia. The association of psychotropic medication with dementia was further confirmed with Random Forest and LASSO analysis. CONCLUSION: Confirming prior studies we observed a high dementia incidence in older patients after COVID-19 hospitalization. Pre-COVID psychotropic medications were associated with higher risk of incident dementia. Psychotropic medications may be risk markers that signify neuropsychiatric symptoms during prodromal dementia, and not mutually exclusive, contribute to post-COVID dementia. Frontiers Media S.A. 2022-03-18 /pmc/articles/PMC8972194/ /pubmed/35372430 http://dx.doi.org/10.3389/fmed.2022.841326 Text en Copyright © 2022 Freudenberg-Hua, Makhnevich, Li, Liu, Qiu, Marziliano, Carney, Greenwald, Kane, Diefenbach, Burns, Koppel and Sinvani. 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 | Medicine Freudenberg-Hua, Yun Makhnevich, Alexander Li, Wentian Liu, Yan Qiu, Michael Marziliano, Allison Carney, Maria Greenwald, Blaine Kane, John M. Diefenbach, Michael Burns, Edith Koppel, Jeremy Sinvani, Liron Psychotropic Medication Use Is Associated With Greater 1-Year Incidence of Dementia After COVID-19 Hospitalization |
title | Psychotropic Medication Use Is Associated With Greater 1-Year Incidence of Dementia After COVID-19 Hospitalization |
title_full | Psychotropic Medication Use Is Associated With Greater 1-Year Incidence of Dementia After COVID-19 Hospitalization |
title_fullStr | Psychotropic Medication Use Is Associated With Greater 1-Year Incidence of Dementia After COVID-19 Hospitalization |
title_full_unstemmed | Psychotropic Medication Use Is Associated With Greater 1-Year Incidence of Dementia After COVID-19 Hospitalization |
title_short | Psychotropic Medication Use Is Associated With Greater 1-Year Incidence of Dementia After COVID-19 Hospitalization |
title_sort | psychotropic medication use is associated with greater 1-year incidence of dementia after covid-19 hospitalization |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8972194/ https://www.ncbi.nlm.nih.gov/pubmed/35372430 http://dx.doi.org/10.3389/fmed.2022.841326 |
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