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Metformin and Dementia Risk: A Systematic Review with Respect to Time Related Biases

BACKGROUND: When studying drug effects using observational data, time-related biases may exist and result in spurious associations. Numerous observational studies have investigated metformin and dementia risk, but have reported inconsistent findings, some of which might be caused by unaddressed time...

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Autores principales: Dai, Jiahui, Ports, Kayleen Deanna, Corrada, Maria M., Odegaard, Andrew O., O’Connell, Joan, Jiang, Luohua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOS Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9484147/
https://www.ncbi.nlm.nih.gov/pubmed/36186728
http://dx.doi.org/10.3233/ADR-220002
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author Dai, Jiahui
Ports, Kayleen Deanna
Corrada, Maria M.
Odegaard, Andrew O.
O’Connell, Joan
Jiang, Luohua
author_facet Dai, Jiahui
Ports, Kayleen Deanna
Corrada, Maria M.
Odegaard, Andrew O.
O’Connell, Joan
Jiang, Luohua
author_sort Dai, Jiahui
collection PubMed
description BACKGROUND: When studying drug effects using observational data, time-related biases may exist and result in spurious associations. Numerous observational studies have investigated metformin and dementia risk, but have reported inconsistent findings, some of which might be caused by unaddressed time-related biases. Immortal time bias biases the results toward a “protective” effect, whereas time-lag and time-window biases can lead to either a “detrimental” or “protective” effect. OBJECTIVE: To conduct a systematic review examining time-related biases in the literature on metformin and dementia. METHODS: The electronic databases PubMed, Web of Science, and ProQuest were searched for the terms “Metformin” AND (“dementia” OR “Alzheimer’s Disease” OR “cognitive impairment"). These databases were searched from inception through 09/24/2021. Only English language articles and human research were eligible. RESULTS: Seventeen studies were identified: thirteen cohort studies, two case-control studies, and two nested case-control studies. Eleven (64.7%) studies reported a reduced risk of dementia associated with metformin use; two (11.8%) suggested metformin increased dementia risk, while four (23.5%) concluded no significant associations. Eight (61.5%) of thirteen cohort studies had immortal time bias or did not clearly address it. Fifteen (88.2%) of seventeen reviewed studies had time-lag bias or did not clearly address it. Two (50.0%) of four case-control studies did not explicitly address time-window bias. The studies that addressed most biases concluded no associations between metformin and dementia risk. CONCLUSION: None of the reviewed studies clearly addressed relevant time-related biases, illustrating time-related biases are common in observational studies investigating the impact of anti-diabetic medications on dementia risk.
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spelling pubmed-94841472022-09-30 Metformin and Dementia Risk: A Systematic Review with Respect to Time Related Biases Dai, Jiahui Ports, Kayleen Deanna Corrada, Maria M. Odegaard, Andrew O. O’Connell, Joan Jiang, Luohua J Alzheimers Dis Rep Research Article BACKGROUND: When studying drug effects using observational data, time-related biases may exist and result in spurious associations. Numerous observational studies have investigated metformin and dementia risk, but have reported inconsistent findings, some of which might be caused by unaddressed time-related biases. Immortal time bias biases the results toward a “protective” effect, whereas time-lag and time-window biases can lead to either a “detrimental” or “protective” effect. OBJECTIVE: To conduct a systematic review examining time-related biases in the literature on metformin and dementia. METHODS: The electronic databases PubMed, Web of Science, and ProQuest were searched for the terms “Metformin” AND (“dementia” OR “Alzheimer’s Disease” OR “cognitive impairment"). These databases were searched from inception through 09/24/2021. Only English language articles and human research were eligible. RESULTS: Seventeen studies were identified: thirteen cohort studies, two case-control studies, and two nested case-control studies. Eleven (64.7%) studies reported a reduced risk of dementia associated with metformin use; two (11.8%) suggested metformin increased dementia risk, while four (23.5%) concluded no significant associations. Eight (61.5%) of thirteen cohort studies had immortal time bias or did not clearly address it. Fifteen (88.2%) of seventeen reviewed studies had time-lag bias or did not clearly address it. Two (50.0%) of four case-control studies did not explicitly address time-window bias. The studies that addressed most biases concluded no associations between metformin and dementia risk. CONCLUSION: None of the reviewed studies clearly addressed relevant time-related biases, illustrating time-related biases are common in observational studies investigating the impact of anti-diabetic medications on dementia risk. IOS Press 2022-08-03 /pmc/articles/PMC9484147/ /pubmed/36186728 http://dx.doi.org/10.3233/ADR-220002 Text en © 2022 – The authors. Published by IOS Press https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution Non-Commercial (CC BY-NC 4.0) License (https://creativecommons.org/licenses/by-nc/4.0/) , which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Dai, Jiahui
Ports, Kayleen Deanna
Corrada, Maria M.
Odegaard, Andrew O.
O’Connell, Joan
Jiang, Luohua
Metformin and Dementia Risk: A Systematic Review with Respect to Time Related Biases
title Metformin and Dementia Risk: A Systematic Review with Respect to Time Related Biases
title_full Metformin and Dementia Risk: A Systematic Review with Respect to Time Related Biases
title_fullStr Metformin and Dementia Risk: A Systematic Review with Respect to Time Related Biases
title_full_unstemmed Metformin and Dementia Risk: A Systematic Review with Respect to Time Related Biases
title_short Metformin and Dementia Risk: A Systematic Review with Respect to Time Related Biases
title_sort metformin and dementia risk: a systematic review with respect to time related biases
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9484147/
https://www.ncbi.nlm.nih.gov/pubmed/36186728
http://dx.doi.org/10.3233/ADR-220002
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