Spine-Prints: Transposing Brain Fingerprints to the Spinal Cord
Ilaria RicchiiD, Andrea SantoroiD, Nawal KinanyiD, Caroline LandelleiD, Ali KhatibiiD, Shahabeddin VahdatiD, Julien DoyoniD, Robert L BarryiD, Dimitri Van De VilleiD
Abstract
Functional connectivity (FC) patterns in the human brain form a reproducible, individual-specific "fingerprint" that allows reliable identification of the same participant across scans acquired over different sessions. While brain fingerprinting is robust across healthy individuals and neuroimaging modalities, little is known about whether the fingerprinting principle extends beyond the brain. Here, we used multiple functional magnetic resonance imaging (fMRI) datasets acquired at different sites to examine whether a fingerprint can be revealed from FCs of the cervical region of the human spinal cord. Our results demonstrate that the functional organisation of this region also exhibits individual-specific properties, suggesting the potential existence of a spine-print within the same acquisition session. Although the spine-print scores are not directly comparable to those observed in the brain, this discrepancy may in part reflect the intrinsic limitations of imaging this region with fMRI, where where the signals are more susceptible to noise and effective resolution relative to structure size, and tSNR are markedly lower than in the brain.This study provides the first evidence of a spinal cord connectivity fingerprint, underscoring the importance of considering a more comprehensive view of the entire central nervous system. Eventually, these spine-specific signatures could contribute to identifying individualized biomarkers of neuronal connectivity, with potential clinical applications in neurology and neurosurgery.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 3
- FWCI
- 8.26
- Field percentile
- top 4%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Physiological and head motion signatures in static and time-varying functional connectivity and their subject discriminability
Alba Xifra‐Porxas, Michalis Kassinopoulos, Georgios D. Mitsis·eLifePeer-reviewed·Aug 3, 2021
- Cerebro-spinal somatotopic organization uncoveredthrough functional connectivity mapping
Caroline Landelle, Nawal Kinany, … Julien Doyon·Imaging NeurosciencePeer-reviewed·Jan 1, 2024
- TR(acking) individuals down: exploring the effect of temporal resolution in resting-state functional MRI fingerprinting
Barbara Cassone, Francesca Saviola, … Jorge Jovicich·Human Brain MappingPeer-reviewed·Jan 30, 2025
- Mapping Hand Function with Simultaneous Brain-Spinal Cord Functional MRI
Valeria Oliva, Sandrine Bédard, … Kenneth Arnold Weber II·Imaging NeurosciencePeer-reviewed·Jan 1, 2025
- Reliability of resting-state functional connectivity in the human spinal cord: assessing the impact of distinct noise sources
Merve Kaptan, Ulrike Horn, … Falk Eippert·NeuroImagePeer-reviewed·May 2, 2023
- A novel implementation of spinal fMRI demonstrates segmental organisation of functionally connected networks in the cervical spinal cord: A test-retest reliability study
Olivia S. Kowalczyk, Sonia Medina, … Matthew A. Howard·bioRxiv·Feb 27, 2023