Disconnectome Associated with Progressive Ischemic Periventricular White Matter Lesions
Li, Z.; Dolui, S.; Habes, M.; Bassett, D. S.; Wolk, D.; Detre, J. A.
Show abstract
Periventricular white matter (PVWM) hyperintensities on T2-weighted MRI are ubiquitous in older adults and associated with dementia. Efforts to determine how PVWM lesions impact structural connectivity to impinge on brain function remain challenging in part because white matter tractography algorithms for diffusion tensor imaging (DTI) may lose fidelity in the presence of lesions. We used a "virtual lesion" approach to characterize the "disconnectome" associated with periventricular white matter (PVWM) lesions. We simulated progressive ischemic PVWM lesions using sub-threshold cerebral blood flow (CBF) masks derived from a previously published group-averaged map acquired from N=436 middle aged subjects in which the lowest CBF values were seen in PVWM and morphologically recapitulated the spatial pattern of PVWM hyperintensities seen in typical aging. We mimicked the age-dependent evolution of PVWM lesion burden by varying the threshold applied to the CBF map. We found that the optic radiations, inferior fronto-occipital fasciculus, inferior longitudinal fasciculus, corpus callosum, temporopontine tract and fornix were affected in early simulated PVWM lesion burdens, and that the connectivity of subcortical, cerebellar, and visual regions were significantly disrupted with increasing simulated PVWM lesion burdens. We also validated the use of virtual lesions to simulate the disconnectome due to WM hyperintensities in a cognitively normal elderly cohort (N=46) by evaluating correlations between structural and functional connectomes. The virtual lesion approach provides new insights into the spatial-temporal changes of the brain structural connectome under progressive PVWM burdens during normal aging. Significance StatementWe determined the disconnectomes caused by periventricular white matter (PVWM) lesions using the "virtual lesion" approach. We validated the approach using lesions, DTI and resting-state fMRI data from elderly subjects. We simulated disconnectome of progressive PVWM lesions using cerebral blood flow (CBF) masks in PVWM region with normative DTI data, which provides specificity for an ischemic mechanism and begins to address the possibility that connectivity may be affected by reduced CBF prior to the development of overt lesions on T2-weighted FLAIR MRI. The current study presented new insights into the spatial-temporal evolutions of the brain structural connectome under progressive PVWM burdens under normal aging.
Matching journals
The top 11 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Automatic Geometry-based Estimation of the Locus Coeruleus Region on T1-Weighted Magnetic Resonance Images 94%
- Cortical thickness estimation in individuals with cerebral small vessel disease, focal atrophy, and chronic stroke lesions. 92%
- The impact of genetic risk for Alzheimers disease on the structural brain networks of young adults 92%
Similar papers in this journal
- Model-based whole-brain perturbational landscape of neurodegenerative diseases 95%
- Disruption in structural-functional network repertoire and time resolved subcortical-frontoparietal connectivity in disorders of consciousness 94%
- Rate of brain aging associates with future executive function in Asian children and older adults 93%
Similar papers in this journal
Similar papers in this journal
- Amyloid-β and tau pathologies relate to distinctive brain dysconnectomics in preclinical autosomal-dominant Alzheimer's disease 94%
- Shifting gradients of macroscale cortical organization mark the transition from childhood to adolescence 93%
- Connectional axis of individual functional variability: Patterns, structural correlates, and relevance for development and cognition 93%
"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.