201. A universal neocortical mask for Centiloid quantification
- Author
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Bourgeat, Pierrick, Doré, Vincent, Rowe, Christopher C, Benzinger, Tammie, Tosun, Duygu, Goyal, Manu S, LaMontagne, Pamela, Jin, Liang, Weiner, Michael W, Masters, Colin L, Fripp, Jurgen, Villemagne, Victor L, Initiative, for the Alzheimer's Disease Neuroimaging, and OASIS3, and the AIBL research group
- Subjects
Biomedical and Clinical Sciences ,Clinical Sciences ,Acquired Cognitive Impairment ,Neurosciences ,Dementia ,Brain Disorders ,Alzheimer's Disease ,Biomedical Imaging ,Neurodegenerative ,Aging ,Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD) ,Detection ,screening and diagnosis ,4.1 Discovery and preclinical testing of markers and technologies ,amyloid positron emission tomography ,Centiloid ,Florbetaben ,Florbetapir ,Flutemetamol ,NAV4694 ,PiB ,Alzheimer's Disease Neuroimaging Initiative ,OASIS3 ,and the AIBL research group ,Genetics ,Biological psychology - Abstract
IntroductionThe Centiloid (CL) project was developed to harmonize the quantification of amyloid beta (Aβ) positron emission tomography (PET) scans to a unified scale. The CL neocortical mask was defined using 11C Pittsburgh compound B (PiB), overlooking potential differences in regional distribution among Aβ tracers. We created a universal mask using an independent dataset of five Aβ tracers, and investigated its impact on inter-tracer agreement, tracer variability, and group separation.MethodsUsing data from the Alzheimer's Dementia Onset and Progression in International Cohorts (ADOPIC) study (Australian Imaging Biomarkers and Lifestyle + Alzheimer's Disease Neuroimaging Initiative + Open Access Series of Imaging Studies), age-matched pairs of mild Alzheimer's disease (AD) and healthy controls (HC) were selected: 18F-florbetapir (N = 147 pairs), 18F-florbetaben (N = 22), 18F-flutemetamol (N = 10), 18F-NAV (N = 42), 11C-PiB (N = 63). The images were spatially and standardized uptake value ratio normalized. For each tracer, the mean AD-HC difference image was thresholded to maximize the overlap with the standard neocortical mask. The universal mask was defined as the intersection of all five masks. It was evaluated on the Global Alzheimer's Association Interactive Network (GAAIN) head-to-head datasets in terms of inter-tracer agreement and variance in the young controls (YC) and on the ADOPIC dataset comparing separation between HC/AD and HC/mild cognitive impairment (MCI).ResultsIn the GAAIN dataset, the universal mask led to a small reduction in the variance of the YC, and a small increase in the inter-tracer agreement. In the ADOPIC dataset, it led to a better separation between HC/AD and HC/MCI at baseline.DiscussionThe universal CL mask led to an increase in inter-tracer agreement and group separation. Those increases were, however, very small, and do not provide sufficient benefits to support departing from the existing standard CL mask, which is suitable for the quantification of all Aβ tracers.HighlightsThis study built an amyloid universal mask using a matched cohort for the five most commonly used amyloid positron emission tomography tracers.There was a high overlap between each tracer-specific mask.Differences in quantification and group separation between the standard and universal mask were small.The existing standard Centiloid mask is suitable for the quantification of all amyloid beta tracers.
- Published
- 2023