Metabolic Connectivity Gradients of the Human Brain
Deery, H. A.; Moran, C.; Liang, E.; Egan, G.; Jamadar, S. D.
Show abstract
The functional architecture of the brain is organised along continuous, macro-scale gradients. However, it is unknown if the metabolic architecture of the brain displays similar gradient characteristics. Here, we use functional positron emission tomography (fPET) with 18F-fluorodeoxyglucose (FDG) to characterise the brains metabolic connectivity gradients and determine how neurobiological mechanisms shape these gradients to support cognition across the adult lifespan. We identified four principal metabolic connectivity gradients, with the primary axis recapitulating the canonical unimodal-to-transmodal hierarchy from other imaging modalities. Subsequent gradients delineated specialised dimensions of metabolic organisation, including association system differentiation, hemispheric asymmetry, and sensory system segregation. These gradients were coupled to cortical thickness, baseline rates of glucose metabolism, blood flow, and gene expression related to energy metabolism, such that transmodal, control and default mode poles were more metabolically active, more interconnected, had greater cortical thickness, and were more strongly related to the expression of genes related to cellular energy production, than unimodal and sensory poles. A reduction in gradient strength at the gradient poles was associated with older age and predicted worse cognitive performance. We conclude that the brains metabolic organisation constitutes a genetically grounded, structurally and energetically constrained gradient hierarchy that supports cognitive function and undergoes a reorganisation in ageing. TeaserThe brains metabolic architecture forms macro-scale gradients linking genes, neurobiology, and cognitive ageing.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Sex differences in functional network topology over the course of aging in 37543 UK Biobank participants 96%
- High-amplitude network co-fluctuations linked to variation in hormone concentrations over menstrual cycle 96%
- Dynamic community detection reveals transient reorganization of functional brain networks across a female menstrual cycle 95%
Similar papers in this journal
- Functional and microstructural plasticity following social and interoceptive mental training. 94%
- Metabolic demands of the posteromedial default mode network are shaped by dorsal attention and frontoparietal control networks 94%
- Infant brain regional cerebral blood flow dynamics supporting emergence of vital functional networks 93%
Similar papers in this journal
- State and trait characteristics of anterior insula time-varying functional connectivity 96%
- A Large-Scale Structural and Functional Connectome of Social Mentalizing 96%
- Diffusion time-related structure-function coupling reveals differential association with inter-individual variations in body mass index 95%
Similar papers in this journal
- Understanding the link between functional profiles and intelligence through dimensionality reduction and graph analysis 95%
- Associations of white matter hyperintensities with networks of grey matter blood flow and volume in midlife adults: a CARDIA MRI substudy 93%
- Trajectory of rich club properties in structural brain networks 93%
Similar papers in this journal
- Feature similarity: a sensitive method to capture the functional interaction of brain regions and networks to support flexible behavior 95%
- The interaction between endogenous GABA, functional connectivity and behavioral flexibility is critically altered with advanced age 94%
- Bridging Glucose Metabolism and Intrinsic Functional Organization of the Human Cortex 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.