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Multidomain trials to prevent dementia: addressing methodological challenges
BACKGROUND: Multidomain trials to prevent dementia by simultaneously targeting multiple risk factors with non-pharmacological lifestyle interventions show promise. Designing trials to evaluate the efficacy of individual interventions and their combinations is methodologically challenging. Determinin...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9275261/ https://www.ncbi.nlm.nih.gov/pubmed/35820915 http://dx.doi.org/10.1186/s13195-022-01036-1 |
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author | Montero-Odasso, Manuel Zou, G Y Kamkar, Nellie Feldman, Howard H. Belleville, Sylvie Chertkow, Howard Nygaard, Haakon B Son, Surim Speechley, Mark |
author_facet | Montero-Odasso, Manuel Zou, G Y Kamkar, Nellie Feldman, Howard H. Belleville, Sylvie Chertkow, Howard Nygaard, Haakon B Son, Surim Speechley, Mark |
author_sort | Montero-Odasso, Manuel |
collection | PubMed |
description | BACKGROUND: Multidomain trials to prevent dementia by simultaneously targeting multiple risk factors with non-pharmacological lifestyle interventions show promise. Designing trials to evaluate the efficacy of individual interventions and their combinations is methodologically challenging. Determining the efficacy is, nevertheless, important to individuals, payers, and for resource allocations to support intervention implementation. MAIN BODY: The central rationale for seminal trials improving cardiovascular health or reducing falls risk in older adults is that multifactorial conditions may be amenable to improvement by simultaneously targeting multiple modifiable risk factors. Similar reasoning underlies lifestyle interventions to reduce dementia risk using combinations of physical exercise, cognitive training, diet, amelioration of vascular-metabolic risk factors, and improving sleep quality. Randomizing individuals with at least two modifiable risk factors to “standardly tailored” interventions to mitigate their risk factors, versus a comparator arm, will yield an unbiased estimate of the cumulative average effect of modifying more versus fewer risk factors. The between-group difference in the cognitive primary outcome will reflect both the main effects of the mitigated risk factors, as well as their synergistic effects. However, given the positive trial results, there are inherent challenges in quantifying post hoc which components, or combination of components, were responsible for improvements in cognition. Here, we elaborate on these methodological challenges and important considerations in using a standardly tailored design with two arms (one consisting of multidomain interventions tailored to participants’ risk profiles and another consisting of active control conditions). We compare this approach to fully factorial designs and highlight the disadvantages and advantages of each. We discuss partial solutions, including analytical strategies such as risk reduction scores that measure reductions in the number or severity of risk factors in each study arm. Positive results can support the causal inference that between-group differences in the primary cognitive outcome were due to risk factor modification. CONCLUSION: Standardly tailored designs are pragmatic and feasible evaluations of multidomain interventions to reduce dementia risk. We propose sensitivity and exploratory analyses of between-group reductions in the severity of risk factors, as a methodology to bolster causal inferences that between-group differences in the primary cognitive outcome are due to the risk factors modified. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13195-022-01036-1. |
format | Online Article Text |
id | pubmed-9275261 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-92752612022-07-13 Multidomain trials to prevent dementia: addressing methodological challenges Montero-Odasso, Manuel Zou, G Y Kamkar, Nellie Feldman, Howard H. Belleville, Sylvie Chertkow, Howard Nygaard, Haakon B Son, Surim Speechley, Mark Alzheimers Res Ther Viewpoint BACKGROUND: Multidomain trials to prevent dementia by simultaneously targeting multiple risk factors with non-pharmacological lifestyle interventions show promise. Designing trials to evaluate the efficacy of individual interventions and their combinations is methodologically challenging. Determining the efficacy is, nevertheless, important to individuals, payers, and for resource allocations to support intervention implementation. MAIN BODY: The central rationale for seminal trials improving cardiovascular health or reducing falls risk in older adults is that multifactorial conditions may be amenable to improvement by simultaneously targeting multiple modifiable risk factors. Similar reasoning underlies lifestyle interventions to reduce dementia risk using combinations of physical exercise, cognitive training, diet, amelioration of vascular-metabolic risk factors, and improving sleep quality. Randomizing individuals with at least two modifiable risk factors to “standardly tailored” interventions to mitigate their risk factors, versus a comparator arm, will yield an unbiased estimate of the cumulative average effect of modifying more versus fewer risk factors. The between-group difference in the cognitive primary outcome will reflect both the main effects of the mitigated risk factors, as well as their synergistic effects. However, given the positive trial results, there are inherent challenges in quantifying post hoc which components, or combination of components, were responsible for improvements in cognition. Here, we elaborate on these methodological challenges and important considerations in using a standardly tailored design with two arms (one consisting of multidomain interventions tailored to participants’ risk profiles and another consisting of active control conditions). We compare this approach to fully factorial designs and highlight the disadvantages and advantages of each. We discuss partial solutions, including analytical strategies such as risk reduction scores that measure reductions in the number or severity of risk factors in each study arm. Positive results can support the causal inference that between-group differences in the primary cognitive outcome were due to risk factor modification. CONCLUSION: Standardly tailored designs are pragmatic and feasible evaluations of multidomain interventions to reduce dementia risk. We propose sensitivity and exploratory analyses of between-group reductions in the severity of risk factors, as a methodology to bolster causal inferences that between-group differences in the primary cognitive outcome are due to the risk factors modified. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13195-022-01036-1. BioMed Central 2022-07-11 /pmc/articles/PMC9275261/ /pubmed/35820915 http://dx.doi.org/10.1186/s13195-022-01036-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Viewpoint Montero-Odasso, Manuel Zou, G Y Kamkar, Nellie Feldman, Howard H. Belleville, Sylvie Chertkow, Howard Nygaard, Haakon B Son, Surim Speechley, Mark Multidomain trials to prevent dementia: addressing methodological challenges |
title | Multidomain trials to prevent dementia: addressing methodological challenges |
title_full | Multidomain trials to prevent dementia: addressing methodological challenges |
title_fullStr | Multidomain trials to prevent dementia: addressing methodological challenges |
title_full_unstemmed | Multidomain trials to prevent dementia: addressing methodological challenges |
title_short | Multidomain trials to prevent dementia: addressing methodological challenges |
title_sort | multidomain trials to prevent dementia: addressing methodological challenges |
topic | Viewpoint |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9275261/ https://www.ncbi.nlm.nih.gov/pubmed/35820915 http://dx.doi.org/10.1186/s13195-022-01036-1 |
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