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RESEARCH PRODUCT
Towards a unified analysis of cerebellum maturation and aging across the entire lifespan: A MRI analysis
José E. RomeroPierrick CoupéEnrique LanuzaGwénaëlle CathelineJosé Vicente Manjón HerreraAlzheimers Disease Neuroimaging Initiativesubject
AdultMaleAgingcerebellum trajectoryAdolescentHuman DevelopmentPatch-based processing050105 experimental psychology03 medical and health sciencesYoung Adult0302 clinical medicineCerebellumMaturationImage Processing Computer-Assisted[INFO.INFO-IM]Computer Science [cs]/Medical ImagingHumans0501 psychology and cognitive sciencesRadiology Nuclear Medicine and imagingpatch-based processingGray MatterChildCerebellum trajectoryResearch ArticlesAgedMRI segmentationAged 80 and overLifespanRadiological and Ultrasound Technologymaturation05 social sciencesagingpatch‐based processingInfantMiddle AgedMagnetic Resonance ImagingWhite Matter3. Good healthNeurologyFISICA APLICADAChild PreschoolFemale[SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC]Neurology (clinical)Anatomy030217 neurology & neurosurgerylifespanResearch Articledescription
[EN] Previous literature about the structural characterization of the human cerebellum is related to the context of a specific pathology or focused in a restricted age range. In fact, studies about the cerebellum maturation across the lifespan are scarce and most of them considered the cerebellum as a whole without investigating each lobule. This lack of study can be explained by the lack of both accurate segmentation methods and data availability. Fortunately, during the last years, several cerebellum segmenta- tion methods have been developed and many databases comprising subjects of dif- ferent ages have been made publically available. This fact opens an opportunity window to obtain a more extensive analysis of the cerebellum maturation and aging. In this study, we have used a recent state-of-the-art cerebellum segmentation method called CERES and a large data set (N = 2,831 images) from healthy controls covering the entire lifespan to provide a model for 12 cerebellum structures (i.e., lob- ules I-II, III, IV, VI, Crus I, Crus II, VIIB, VIIIA, VIIIB, IX, and X). We found that lobules have generally an evolution that follows a trajectory composed by a fast growth and a slow degeneration having sometimes a plateau for absolute volumes, and a decreasing tendency (faster in early ages) for normalized volumes. Special consider- ation is dedicated to Crus II, where slow degeneration appears to stabilize in elder ages for absolute volumes, and to lobule X, which does not present any fast growth during childhood in absolute volumes and shows a slow growth for normalized volumes.
year | journal | country | edition | language |
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2021-04-01 |