The emergence of multiscale connectomics-based approaches in stroke recovery
- PMID: 38402008
- DOI: 10.1016/j.tins.2024.01.003
The emergence of multiscale connectomics-based approaches in stroke recovery
Abstract
Stroke is a leading cause of adult disability. Understanding stroke damage and recovery requires deciphering changes in complex brain networks across different spatiotemporal scales. While recent developments in brain readout technologies and progress in complex network modeling have revolutionized current understanding of the effects of stroke on brain networks at a macroscale, reorganization of smaller scale brain networks remains incompletely understood. In this review, we use a conceptual framework of graph theory to define brain networks from nano- to macroscales. Highlighting stroke-related brain connectivity studies at multiple scales, we argue that multiscale connectomics-based approaches may provide new routes to better evaluate brain structural and functional remapping after stroke and during recovery.
Keywords: brain connectomics; brain imaging; complex systems; graph theory; neural repair.
Copyright © 2024 The Authors. Published by Elsevier Ltd.. All rights reserved.
Conflict of interest statement
Declaration of interests S.L. has no competing interests in relation to this work. S.T.C. is on the scientific advisory board of Fibrobiologics Inc and has received research funding from Universal Cells Inc, Calico Labs, and BrainQ.
Similar articles
-
Unraveling Integration-Segregation Imbalances in Schizophrenia Through Topological High-Order Functional Connectivity.Neuroinformatics. 2025 Feb 22;23(2):21. doi: 10.1007/s12021-025-09718-5. Neuroinformatics. 2025. PMID: 39985681
-
Diffusion wavelets on connectome: Localizing the sources of diffusion mediating structure-function mapping using graph diffusion wavelets.Netw Neurosci. 2025 Jun 27;9(2):777-797. doi: 10.1162/netn_a_00456. eCollection 2025. Netw Neurosci. 2025. PMID: 40612714 Free PMC article.
-
A Method for Estimating Dynamic Functional Network Connectivity Gradients (dFNGs) From ICA Captures Smooth Inter-Network Modulation.Hum Brain Mapp. 2025 Jul;46(10):e70262. doi: 10.1002/hbm.70262. Hum Brain Mapp. 2025. PMID: 40626410 Free PMC article.
-
Combining radiomics and connectomics in MRI studies of the human brain: A systematic literature review.Comput Methods Programs Biomed. 2025 Jun;266:108771. doi: 10.1016/j.cmpb.2025.108771. Epub 2025 Apr 10. Comput Methods Programs Biomed. 2025. PMID: 40233442
-
Physical rehabilitation approaches for the recovery of function and mobility following stroke.Cochrane Database Syst Rev. 2014 Apr 22;2014(4):CD001920. doi: 10.1002/14651858.CD001920.pub3. Cochrane Database Syst Rev. 2014. Update in: Cochrane Database Syst Rev. 2025 Feb 11;2:CD001920. doi: 10.1002/14651858.CD001920.pub4. PMID: 24756870 Free PMC article. Updated.
Cited by
-
Using mechanistic knowledge to appraise contemporary approaches to the rehabilitation of upper limb function following stroke.J Physiol. 2025 Feb;603(3):635-650. doi: 10.1113/JP285559. Epub 2024 Aug 11. J Physiol. 2025. PMID: 39129269 Free PMC article. Review.
-
Mechanisms underlying the spontaneous reorganization of depression network after stroke.Neuroimage Clin. 2025;45:103723. doi: 10.1016/j.nicl.2024.103723. Epub 2024 Dec 10. Neuroimage Clin. 2025. PMID: 39673941 Free PMC article.
-
Translational Connectomics: overview of machine learning in macroscale Connectomics for clinical insights.BMC Neurol. 2024 Sep 28;24(1):364. doi: 10.1186/s12883-024-03864-0. BMC Neurol. 2024. PMID: 39342171 Free PMC article. Review.
-
Alterations of static and dynamic changes in intrinsic brain activity and its relation to behavioral outcomes in subcortical ischemic stroke after one-month intervention.Sci Rep. 2025 Apr 8;15(1):11961. doi: 10.1038/s41598-025-96163-8. Sci Rep. 2025. PMID: 40200032 Free PMC article.
-
Sleep-like cortical dynamics during wakefulness and their network effects following brain injury.Nat Commun. 2024 Aug 22;15(1):7207. doi: 10.1038/s41467-024-51586-1. Nat Commun. 2024. PMID: 39174560 Free PMC article. Review.
References
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical