Cerebral blood flow predicts multiple demand network activity and fluid intelligence across the lifespan
WU, S.; TYLER, L. K.; Henson, R. N.; Rowe, J.; Cambridge Centre for Ageing and Neuroscience (Cam-CAN), ; Tsvetanov, K. A.
Show abstract
The preservation of cognitive function into old age is a public health priority. Cerebral hypoperfusion is a hallmark of dementia but its impact on maintaining cognitive ability across the lifespan is less clear. We investigated the relationship between baseline cerebral blood flow (CBF) and blood oxygenation level-dependent (BOLD) response during a fluid reasoning task in a population-based adult lifespan cohort (N=227, age 18-88 years). As age differences in baseline CBF could lead to non-neuronal contributions to the BOLD signal, we introduced commonality analysis to neuroimaging, in order to dissociate performance-related CBF effects from the physiological confounding effects of CBF on the BOLD response. Accounting for CBF, we confirmed that performance- and age-related differences in BOLD responses in the multiple-demand network (MDN) implicated in fluid reasoning. Differences in baseline CBF across the lifespan explained not only performance-related BOLD responses, but also performance-independent BOLD responses. Our results suggest that baseline CBF is important for maintaining cognitive function, while its non-neuronal contributions to BOLD signals reflect an age-related confound. Maintaining perfusion into old age may serve to support brain function with behavioural advantage, regulating brain health.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Dynamic network features of functional and structural brain networks support visual working memory in aging adults 97%
- When Age Tips the Balance: a Dual Mechanism Affecting Hemispheric Specialization for Language 97%
- The Physiological Component of the BOLD Signal: Impact of Age and Heart Rate Variability Biofeedback Training 97%
Similar papers in this journal
- Age-related differences in fMRI subsequent memory effects are directly linked to local grey matter volume differences 97%
- GABA levels in ventral visual cortex decline with age and are associated with neural distinctiveness 97%
- Age-related declines in neural selectivity manifest differentially during encoding and recognition 97%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Predicting Executive Functioning from Brain Networks: Modality Specificity and Age Effects 97%
- Brain functional characterization of response-code conflict in dual-tasking and its modulation by age 97%
- Whole-brain connectivity during encoding: age-related differences and associations with cognitive and brain structural decline 97%
"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.