Altered Sensorimotor-to-Transmodal Hierarchical Organization in Schizophrenia
Dong, D.; Yao, D.; Wang, Y.; Hong, S.-J.; Genon, S.; Xin, F.; Jung, K.; He, H.; Chang, X.; Duan, M.; Bernhardt, B.; Margulies, D. S.; Sepulcre, J.; Eickhoff, S. B.; Luo, C.
Show abstract
For decades, schizophrenia has been primarily conceptualized as a disorder of high-order cognitive functions with deficits in executive brain regions. Yet due to the increasing reports of early sensory processing deficit, recent models focus more on the developmental effects of impaired sensory process on high-order functions. The present study examined whether this pathological interaction relates to an overarching system-level imbalance, specifically a disruption in macroscale hierarchy affecting integration and segregation of unimodal and transmodal networks. We applied a novel combination of connectome gradient and stepwise connectivity analysis to resting-state functional magnetic resonance imaging (rsfMRI) to characterize the sensorimotor-to-transmodal cortical hierarchy organization (96 patients vs. 122 controls). Using these techniques, we demonstrated compression of the cortical hierarchy organization in schizophrenia, with a prominent compression from the sensorimotor region and a less prominent compression from the frontal-parietal region, resulting in a diminished separation between sensory and fronto-parietal cognitive systems. Further analyses suggested reduced differentiation related to atypical functional connectome transition from unimodal to transmodal brain areas. Specifically, we found hypo-connectivity within unimodal regions and hyper-connectivity between unimodal regions and frontoparietal and ventral attention regions along the classical sensation-to-cognition continuum established in prior neuroanatomical work. The compression of cortical hierarchy organization represents a novel and integrative system-level substrate underlying the pathological interaction of early sensory and cognitive function in schizophrenia. This abnormal cortical hierarchy organization suggests cascaded impairments stemming from the disrupted somatosensory-motor system and inefficient integration of bottom-up sensory information with attentional demands and executive control processes partially account for high-level cognitive deficits characteristic of schizophrenia.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Insula Functional Connectivity in Schizophrenia 98%
- Multiple overlapping dynamic patterns of the visual sensory network in schizophrenia 97%
- Face processing of social cognition in patients with first episode psychosis: Its deficits and association with the right subcallosal anterior cingulate cortex 96%
Similar papers in this journal
- Heterogeneity of morphometric similarity networks in health and schizophrenia 98%
- Reduced mammillary body volume in individuals with a schizophrenia diagnosis: an analysis of the COBRE data set 95%
- Altered white matter microstructure of language pathways and semantic cognition deficiencies in early psychosis 93%
Similar papers in this journal
- Dysconnectivity of the cerebellum and somatomotor network correlates with the severity of alogia in chronic schizophrenia 97%
- MRI-based cortical gray/white matter contrast in young adults who endorse psychotic experiences or are at genetic risk for psychosis 95%
- Causal Discovery Analysis Reveals Insights into Psychosis Proneness, Brain Function, and Environmental Factors among Young Individuals 94%
Similar papers in this journal
- Static and Dynamic Cross-Network Functional Connectivity Shows Elevated Entropy in Schizophrenia Patients 95%
- Robust hierarchically organized whole-brain patterns of dysconnectivity in schizophrenia spectrum disorders observed after Personalized Intrinsic Network Topography 94%
- Comparing adaptive coding of reward in bipolar I disorder and schizophrenia 94%
Similar papers in this journal
- Atypical response inhibition and error processing in 22q11.2 Deletion Syndrome and Schizophrenia: Towards neuromarkers of disease progression and risk 95%
- Distance- and Hierarchy-Dependent Functional Dysconnectivity in Schizophrenia and Its Association with Cortical Microstructure 95%
- Altered thalamocortical structural connectivity in persons with schizophrenia and healthy siblings 95%
"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.