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Published on: April 18, 2025
Combining short interval MRI in Alzheimer's disease: Implications for therapeutic trials
J M Schott1, C Frost, J L Whitwell
1Dementia Research Centre, Institute of Neurology, University College London, Queen Square, Box 16, WC1N 3BG, London, UK.
Abstract:
Cerebral atrophy calculated from serial MRI is a marker of Alzheimer's disease (AD) progression, and a potential outcome measure for therapeutic trials. Reducing within-subject variability in cerebral atrophy rates by acquiring more than two serial scans could allow for shorter clinical trials requiring smaller patient numbers. Forty-six patients with AD and 23 controls each had up to 10 serial MR brain scans over two years. Whole brain atrophy was calculated for each subject from every scan-pair. 708 volumetric MRI scans were acquired: 2199 measures of atrophy were made for patients, and 1182 for controls. A linear mixed model was used to characterise between and within-individual variability. These results were used to investigate the power of combining multiple serial scans in treatment trials of varying lengths. In AD, the mean whole brain atrophy rate was 2.23%/year (95% CI: 1.90-2.56%/year). The linear mixed model was shown to fit the data well and led to a formula (0.99(2) + (0.82/t)2) for the variance of atrophy rates calculated from two scans "t" years apart. Utilising five optimally timed scans with repeat scans at each visit reduced the component of atrophy rate variance attributable to within-subject variability by approximately 56%, equating to a approximately 40% sample size reduction (228 vs 387 patients per arm to detect 20% reduction in atrophy rate) in a six-month placebo-controlled trial. This benefit in terms of sample size is relatively reduced in longer trials, although adding extra scanning visits may have benefits when patient drop-outs are accounted for. We conclude that sample sizes required in short interval therapeutic trials using cerebral atrophy as an outcome measure may be reduced if multiple serial MRI is performed.
Insights
Multiple serial MRI scans can reduce patient numbers in Alzheimer's disease (AD) clinical trials. Optimizing scan timing and frequency significantly lowers variability in cerebral atrophy rates, enabling more efficient therapeutic outcome measurement.
Area of Science:
- Neuroimaging
- Alzheimer's Disease Research
- Clinical Trial Design
Background:
- Cerebral atrophy on serial MRI is a key Alzheimer's disease (AD) progression marker.
- Current trial designs may require large patient cohorts due to variability in atrophy rates.
- Reducing this variability could enhance therapeutic trial efficiency.
Purpose of the Study:
- To investigate the impact of multiple serial MRI scans on reducing within-subject variability in cerebral atrophy rates.
- To assess the potential for smaller patient numbers in AD therapeutic trials by optimizing MRI acquisition.
- To determine the optimal timing and number of scans for maximizing statistical power.
Main Methods:
- Collected up to 10 serial MRI scans over two years from 46 AD patients and 23 controls.
- Calculated whole brain atrophy rates from scan pairs.
- Employed a linear mixed model to analyze between- and within-individual variability.
Main Results:
- Mean whole brain atrophy rate in AD was 2.23%/year.
- A formula was derived to predict atrophy rate variance based on scan interval (t).
- Utilizing five optimally timed scans reduced within-subject variability by ~56%, potentially decreasing sample size by ~40% in short trials.
Conclusions:
- Multiple serial MRI scans can significantly reduce the sample size needed for short-interval AD therapeutic trials.
- Optimizing scan frequency and timing is crucial for efficient outcome measure utilization.
- This approach offers a pathway to more cost-effective and faster clinical trials for Alzheimer's disease.