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Multidomain trials to prevent dementia: addressing methodological challenges
Manuel Montero-Odasso1,2,3, G Y Zou4, Nellie Kamkar5
1Schulich School of Medicine and Dentistry, Department of Medicine and Division of Geriatric Medicine, The University of Western Ontario, London, ON, Canada. mmontero@uwo.ca.
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.
Insights
Multidomain lifestyle interventions show promise for dementia prevention. Standardly tailored trial designs offer a pragmatic approach to evaluate these complex interventions and their impact on cognitive health.
Area of Science:
- Gerontology
- Neuroscience
- Public Health
Background:
- Multidomain lifestyle interventions targeting multiple dementia risk factors show promise.
- Designing trials to evaluate individual and combined intervention efficacy presents methodological challenges.
- Determining intervention efficacy is crucial for individuals, healthcare payers, and resource allocation.
Purpose of the Study:
- To elaborate on methodological challenges in evaluating multidomain dementia prevention trials.
- To compare standardly tailored designs with fully factorial designs.
- To propose analytical strategies to bolster causal inferences in dementia risk reduction studies.
Main Methods:
- Utilizing a standardly tailored design with two arms: one with tailored multidomain interventions and another with active controls.
- Comparing the standardly tailored approach with fully factorial designs, discussing advantages and disadvantages.
- Employing sensitivity and exploratory analyses, including risk reduction scores, to assess the impact of risk factor modification.
Main Results:
- Standardly tailored designs provide pragmatic and feasible evaluations of multidomain dementia prevention interventions.
- Challenges exist in post hoc quantification of specific intervention components responsible for cognitive improvements.
- Risk reduction scores can measure changes in risk factor number or severity within study arms.
Conclusions:
- Standardly tailored designs are practical for evaluating multidomain dementia risk reduction interventions.
- Sensitivity and exploratory analyses of risk factor reduction can strengthen causal inferences between intervention and cognitive outcomes.
- This methodology supports understanding the impact of modifying multiple risk factors on cognitive health.
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