Resting-state hyper- and hypo-connectivity in early schizophrenia: which tip of the iceberg should we focus on?
Tomecek, D.; Kolenic, M.; Rehak Buckova, B.; Tintera, J.; Spaniel, F.; Horacek, J.; Hlinka, J.
Show abstract
In this study, we explore the intricate landscape of brain connectivity in the early stages of schizophrenia, focusing on the patterns of hyper- and hypoconnectivity. Despite existing literatures support for altered functional connectivity (FC) in schizophrenia, inconsistencies and controversies persist regarding specific dysconnections. Leveraging a large sample of 100 first-episode schizophrenia patients (42 females/58 males) and 90 healthy controls (50 females/40 males), we compare the functional connectivity across 90 brain regions of the Automated Anatomical Labeling atlas. We inspected the effects of medication and examined the association between FC changes and duration of untreated psychosis, duration of antipsychotic treatment, as well as symptom severity of the disorder. Our approach also includes a comparative analysis of three denoising strategies for functional magnetic resonance imaging data. In patients, 15 region pairs exhibited increased FC, whereas 150 pairs showed reduced FC relative to controls. Despite this numerical asymmetry, the overall distribution of FC changes was relatively balanced: the median FC was not systematically shifted, indicating no global tendency toward either hyper- or hypoconnectivity. Notably, seveFC alterations were significantly associated with variability in symptom severity and antipsychotic medication across patients. Taken together, these results suggest a pattern of localized dysconnections embedded within an otherwise globally balanced change in connectivity profile in early schizophrenia. Importantly, this balance was substantially disrupted towards dominant observation of hypoconnectivity when less stringent denoising strategies were applied, with results increasingly dominated by hypoconnectivity, pointing to data preprocessing as a critical source of variability across studies.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Characterizing the Theory of Mind Network in Schizophrenia Reveals a Sparser Network Structure 98%
- Face processing of social cognition in patients with first episode psychosis: Its deficits and association with the right subcallosal anterior cingulate cortex 95%
- Multiple overlapping dynamic patterns of the visual sensory network in schizophrenia 95%
Similar papers in this journal
- Characterising grey-white matter relationships in recent-onset psychosis and its association with cognitive function 95%
- A Fundamental Distinction in Early Neural Processing of Implicit Social Interpretation in Schizophrenia and Bipolar Disorder 95%
- Altered thalamocortical structural connectivity in persons with schizophrenia and healthy siblings 94%
Similar papers in this journal
- Thalamic contributions to psychosis susceptibility: Evidence from co-activation patterns accounting for intra-seed spatial variability (μCAPs) 96%
- Static and Dynamic Cross-Network Functional Connectivity Shows Elevated Entropy in Schizophrenia Patients 95%
- A method for estimating dynamic functional network connectivity gradients (dFNG) from ICA captures smooth inter-network modulation. 95%
Similar papers in this journal
- Amygdala subdivisions exhibit aberrant whole-brain functional connectivity in relation to stress intolerance and psychotic symptoms in 22q11.2DS 96%
- Individual-level deviations from normative brain morphology in violence, psychosis, and psychopathy 94%
- Affinity Scores: An Individual-centric Fingerprinting Framework for Neuropsychiatric Disorders 94%
Similar papers in this journal
- Heterogeneity of morphometric similarity networks in health and schizophrenia 95%
- Temporal characteristics of hemodynamic responses during active and passive hand movements in schizophrenia spectrum disorder 94%
- Reduced mammillary body volume in individuals with a schizophrenia diagnosis: an analysis of the COBRE data set 94%
"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.