A protective role for the cerebellum in cognitive aging
d'Oleire Uquillas, F.; Sefik, E.; Seidlitz, J.; Merriman, J.; Zhang, V.; Cohen, J. D.; Romero-Garcia, R.; Warrier, V.; Bethlehem, R. A. I.; Alexander-Bloch, A. F.; Sepulcre, J.; Wang, S. S.- H.; Vannini, P.; Gomez, J.
Show abstract
BackgroundBrain reserve -- the brains resilience to age-related change or damage -- provides protection against cognitive decline. The cerebellum is relatively unstudied as a contributor to brain reserve. This study investigates cerebellar brain reserve in the largest cohort to date. MethodsWe used data from the Human Connectome Project (n=708, 36-100yrs), UK Biobank (n=45,013, 44-81yrs), and ADNI (n=1,423, 56-95yrs). ADNI participants were cognitively normal or had a diagnosis of mild cognitive impairment or Alzheimers disease (AD) dementia. We examined associations between cerebellar tissue volume, age, Montreal Cognitive Assessment (MoCA) scores, global PET amyloid burden, and APOE genotype. FindingsHCP-Aging data revealed heterogenous aging-associated changes in cerebellar volume, with the greatest effects in posterior hemispheric regions (crus I) (Bonferroni-corrected, p<0{middle dot}05). MoCA scores were associated with higher tissue density in the cerebellum (p<0{middle dot}0001) to the same extent as neocortex, and MoCA scores coupled most strongly with posterior cerebellar cortex. Strikingly, greater volume in MoCA visuospatial-related cerebellar cortex protected against aging-related cognitive decline (p=0{middle dot}0001). We replicated tissue aging results in the UK Biobank with the greatest aging-related effects in posterior cerebellum (p<0{middle dot}0001), and an association of greater cerebellar volumes with less cognitive decline (Trails Making-B: p<0{middle dot}00001; Digit Symbol Substitution: p=0{middle dot}034). AD patients with low amyloid-beta burden (A{beta}-) exhibited the strongest cerebellar association with MoCA (volume x group, A{beta}- AD: p=0{middle dot}0001). In A{beta}- individuals, APOE {varepsilon}4/{varepsilon}4 carriers showed the greatest effect with MoCA (volume x APOE, {varepsilon}4/{varepsilon}4: p=0{middle dot}017). InterpretationOur large-scale study demonstrates a potentially strong role for the cerebellum in mitigating cognitive decline. The persistence of this protection in APOE {varepsilon}4/{varepsilon}4 carriers reshapes our understanding of reserve and AD risk. Our findings open the cerebellum as a novel target for future clinical research on brain reserve in aging populations. FundingNational Science Foundation, National Academies of Sciences, Engineering and Medicine, National Institutes of Health. Research in ContextO_ST_ABSEvidence before this studyC_ST_ABSWe searched PubMed and GoogleScholar between August 12, 2023, and September 25, 2024 for articles irrespective of language or date of publication, relating to measures of cortical and cerebellar aging. Search terms included "cerebellum", "cognitive aging", "cerebellar reserve", "Alzheimers disease", "covariance", "retrogenesis", and "connectivity". Prior research demonstrated that the cerebellum may play a role in cognitive function. Studies have shown that cerebellar development is spatially heterogenous, with posterior regions undergoing the most protracted change in structure and function. Brain reserve has been predominantly studied in the neocortex, with some studies suggesting the cerebellum may contribute to cognitive changes in diseases like Alzheimers disease (AD) dementia. Cerebellar volume differences between young and older adults have been noted, as well as between healthy adults and neurodegenerative conditions like Parkinsons disease. However, the cerebellums contribution to cognitive reserve, particularly in healthy aging and individuals with a clinical diagnosis of mild cognitive impairment or AD dementia, had not been explored especially in large population-based datasets. Added value of this studyTo our knowledge, this study is the largest to date looking into how cerebellar structures contribute to cognitive outcomes in both healthy older adults, and those with mild cognitive impairment or AD dementia. We leverage three large neuroimaging datasets -- HCP-Aging, UK Biobank, and ADNI -- and demonstrate that cerebellar aging is spatially heterogeneous, with posterior regions showing the greatest age-related decline. We further establish a significant link between larger cerebellar volumes and better cognitive outcomes, suggesting that the cerebellum plays a role in cognitive resilience. Additionally, we identify how cerebellar structures predict cognitive performance and interact with amyloid-beta brain pathology and APOE genotype, particularly in those with low amyloid brain burden and those at greatest risk of AD such as in homozygous APOE e4 allele carriers. Implications of all the available evidenceThe aging of the global population raises the challenge of maintaining cognitive health in older age. Our research focuses on the cerebellum as a novel mediator of preserved cognitive function in old age and clinical dementia. Our findings have profound implications, given that individuals with robust cerebellar structures may be missed during cognitive and clinical screenings. Greater cerebellum volume seems to be most advantageous in those at higher risk for Alzheimers disease based on APOE4 status and those who have yet to accumulate substantial amyloid-beta brain pathology. Our study underscores the importance of the cerebellum as a novel brain reserve mechanism in aging populations.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Biological Brain Age Prediction Using Machine Learning on Structural Neuroimaging Data: Multi-Cohort Validation Against Biomarkers of Alzheimer’s Disease and Neurodegeneration stratified by sex 96%
- Quantification of the pace of biological aging in humans through a blood test: The DunedinPoAm DNA methylation algorithm 96%
- The effect of 18 months lifestyle intervention on brain age assessed with resting-state functional connectivity 95%
Similar papers in this journal
- Lifetime brain atrophy estimated from a single MRI: measurement characteristics and genome-wide correlates 97%
- Spinal cord structural and functional architecture and its shared organization with the brain across the adult lifespan 96%
- Precision Estimates of Longitudinal Brain Aging Capture Unexpected Individual Differences in One Year 95%
Similar papers in this journal
- Subtypes of brain change in aging and their associations with cognition and Alzheimer's disease biomarkers 95%
- Association between telomere length and cognitive function among cognitively unimpaired individuals at risk of Alzheimer’s disease 95%
- Reduced Cognitive Performance in Aged Rats Correlates with Increased Excitation/Inhibition Ratio in the Dentate Gyrus in Response to Lateral Entorhinal Input 93%
Similar papers in this journal
- Complementary value of molecular, phenotypic and functional aging biomarkers in dementia prediction 95%
- Aging disrupts blood-brain and blood-spinal cord barrier homeostasis, but does not increase paracellular permeability 95%
- Beyond brain size: disentangling the effect of sex and brain size on brain morphometry and cognitive functioning 95%
Similar papers in this journal
- Age-associated transcriptomic and epigenetic alterations in mouse hippocampus 95%
- Epigenetic clocks of biological aging and risk of incident mild cognitive impairment and dementia: the Women's Health Initiative Memory Study 95%
- AnthropoAge, a novel approach to integrate body composition into the estimation of biological age 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.