bioRxivJClub
EigenBrain maps cortical molecular architecture from functional, geometric, and structural eigenmodes
bioRxiv · · Preprint · Open access
Wan, Du + 23 more
Abstract ↗AI summary
The abstract is read at the publisher; the summary is JClub's.
Functional MRI-derived eigenmodes can selectively approximate eight receptor and transporter maps (serotonin, dopamine, histamine, cholinergic, opioid), while structural and geometric eigenmodes cannot.
- Why it matters: It is unclear whether the MRI modality used for eigenmodes determines which molecular topographies can be reconstructed, limiting mechanistic interpretation in large cohorts without molecular imaging.
- What they did: A spatial reconstruction framework tested 23 molecular systems across neurotransmitter, metabolic, and pathological markers, comparing reconstructions from functional versus structural versus geometric MRI eigenmodes.
- The result: Functional organization encodes a specific subset of neuromodulatory topographies, enabling eigenmode decompositions to detect autism cross-sectional differences and schizophrenia longitudinal changes in cohorts lacking molecular imaging.
The findingWhy it mattersWhat they didThe result
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