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Strategies to reduce sample sizes in Alzheimer’s disease primary and secondary prevention trials using longitudinal amyloid PET imaging
- Source :
- Lopes Alves, I, Heeman, F, Collij, L E, Salvadó, G, Tolboom, N, Vilor-Tejedor, N, Markiewicz, P, Yaqub, M, Cash, D, Mormino, E C, Insel, P S, Boellaard, R, van Berckel, B N M, Lammertsma, A A, Barkhof, F & Gispert, J D 2021, ' Strategies to reduce sample sizes in Alzheimer’s disease primary and secondary prevention trials using longitudinal amyloid PET imaging ', Alzheimer's Research and Therapy, vol. 13, no. 1, 82 . https://doi.org/10.1186/s13195-021-00819-2, Alzheimer’s Research & Therapy, Vol 13, Iss 1, Pp 1-13 (2021), Alzheimer's Research and Therapy, 13(1):82. BioMed Central, Alzheimer's Research and Therapy, 13(1):82. BioMed Central Ltd., Alzheimer's Research & Therapy
- Publication Year :
- 2021
-
Abstract
- Background Detecting subtle-to-moderate biomarker changes such as those in amyloid PET imaging becomes increasingly relevant in the context of primary and secondary prevention of Alzheimer’s disease (AD). This work aimed to determine if and when distribution volume ratio (DVR; derived from dynamic imaging) and regional quantitative values could improve statistical power in AD prevention trials. Methods Baseline and annualized % change in [11C]PIB SUVR and DVR were computed for a global (cortical) and regional (early) composite from scans of 237 cognitively unimpaired subjects from the OASIS-3 database (www.oasis-brains.org). Bland-Altman and correlation analyses were used to assess the relationship between SUVR and DVR. General linear models and linear mixed effects models were used to determine effects of age, sex, and APOE-ε4 carriership on baseline and longitudinal amyloid burden. Finally, differences in statistical power of SUVR and DVR (cortical or early composite) were assessed considering three anti-amyloid trial scenarios: secondary prevention trials including subjects with (1) intermediate-to-high (Centiloid > 20.1), or (2) intermediate (20.1 APOE-ε4 carriers only. Results Although highly correlated to DVR (ρ = .96), cortical SUVR overestimated DVR cross-sectionally and in annual % change. In secondary prevention trials, DVR required 143 subjects per arm, compared with 176 for SUVR. Both restricting inclusion to individuals with intermediate amyloid burden levels or to APOE-ε4 carriers alone further reduced sample sizes. For primary prevention, SUVR required less subjects per arm (n = 855) compared with DVR (n = 1508) and the early composite also provided considerable sample size reductions (n = 855 to n = 509 for SUVR, n = 1508 to n = 734 for DVR). Conclusion Sample sizes in AD secondary prevention trials can be reduced by the acquisition of dynamic PET scans and/or by restricting inclusion to subjects with intermediate amyloid burden or to APOE-ε4 carriers only. Using a targeted early composite only leads to reductions of sample size requirements in primary prevention trials. These findings support strategies to enable smaller Proof-of-Concept Phase II clinical trials to better streamline drug development.
- Subjects :
- Oncology
medicine.medical_specialty
Amyloid
Neurology
Cognitive Neuroscience
Population
Alzheimer, Malaltia d' -- Prevenció
PET imaging
Phases of clinical research
Context (language use)
Neurosciences. Biological psychiatry. Neuropsychiatry
Statistical power
030218 nuclear medicine & medical imaging
03 medical and health sciences
0302 clinical medicine
Alzheimer Disease
Internal medicine
Secondary Prevention
medicine
Humans
10. No inequality
education
RC346-429
education.field_of_study
Aniline Compounds
business.industry
Sample size
Research
Prevention
Brain
Alzheimer's disease
Clinical trial
Sample size determination
Positron-Emission Tomography
Biomarker (medicine)
Neurology (clinical)
Neurology. Diseases of the nervous system
business
Alzheimer’s disease
030217 neurology & neurosurgery
Assaigs clínics
RC321-571
Subjects
Details
- Language :
- English
- ISSN :
- 17589193
- Database :
- OpenAIRE
- Journal :
- Lopes Alves, I, Heeman, F, Collij, L E, Salvadó, G, Tolboom, N, Vilor-Tejedor, N, Markiewicz, P, Yaqub, M, Cash, D, Mormino, E C, Insel, P S, Boellaard, R, van Berckel, B N M, Lammertsma, A A, Barkhof, F & Gispert, J D 2021, ' Strategies to reduce sample sizes in Alzheimer’s disease primary and secondary prevention trials using longitudinal amyloid PET imaging ', Alzheimer's Research and Therapy, vol. 13, no. 1, 82 . https://doi.org/10.1186/s13195-021-00819-2, Alzheimer’s Research & Therapy, Vol 13, Iss 1, Pp 1-13 (2021), Alzheimer's Research and Therapy, 13(1):82. BioMed Central, Alzheimer's Research and Therapy, 13(1):82. BioMed Central Ltd., Alzheimer's Research & Therapy
- Accession number :
- edsair.doi.dedup.....5da1ad6a9587c7e61ea9526d03bbe343