Disentangling the Link Between Bullying Exposure, Psychosis-like Experiences, and Functional Network Connectivity in Adolescence
Andres Camazon, P.; Ballem, R.; Chen, J.; Fu, Z.; Calhoun, V.; Pearlson, G.; Arango, C.; Iraji, A.; M Diaz Caneja, C.
Show abstract
Bullying is an adverse childhood experience affecting up to one-third of the global population and linked to psychosis-like experiences (PLEs), which increase the risk of psychotic disorders. This study aimed to investigate the association between the severity and persistence of bullying and PLEs and the neurobiological pathways from bullying to psychosis-like experiences by assessing multiscale brain functional network connectivity (msFNC). We used data from the ABCD Study, a large, ongoing, multisite, population-based prospective cohort study following U.S. adolescents. We included adolescents with complete bullying and PLEs assessments at the 2- and 3-year follow-ups (T1: n=10,939; T2: n=10,102). We examined the associations between bullying severity and temporal exposure and PLEs using linear mixed-effects models. In a 2-year rsfMRI subsample (n=5,280), we used a Neuromark framework to analyze whether msFNC mediated the pathway from bullying to PLEs. Higher PLEs were associated with the presence and severity of bullying (non-bullied vs. mild bullying: d=-0.19, CI: -0.39 to -0.19, p<0.0001; moderate vs. severe bullying: d=-0.49, CI: -0.69 to -0.56, p<0.0001). When bullying ceased, PLEs returned to non-bullied levels (d=-0.13, CI:-0.20 to -0.05, p=0.16), whereas persistence over two years led to greater elevations (d=-0.36, CI:-0.43 to -0.29, p<0.0001). We observed similar patterns for non-paranoid and hallucination-like experiences and their distress. msFNC in paralimbic, default mode, central executive, somatomotor, temporoparietal, insulotemporal, and frontal networks mediated the association. Bullying is time- and dose-dependently associated with psychosis-like outcomes. msFNC between functional brain networks is a novel neurobiological pathway that mediates the link from bullying to PLEs.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Linking Individual Differences in Personalized Functional Network Topography to Psychopathology in Youth 95%
- Multivariate Resting-State Functional Connectivity Features Linked to Transdiagnostic Psychopathology in Early Psychosis 95%
- Network controllability in transmodal cortex predicts psychosis spectrum symptoms 94%
Similar papers in this journal
- Molecular and micro-architectural mapping of abnormal gray matter developmental trajectories in psychosis 95%
- Connectome architecture shapes large-scale cortical alterations in schizophrenia: a worldwide ENIGMA study 95%
- Genetic Architecture of Postpartum Psychosis: From Common to Rare Genetic Variation 95%
Similar papers in this journal
- Pervasively thinner neocortex as a transdiagnostic feature of general psychopathology 95%
- Two schizophrenia imaging signatures and their associations with cognition, psychopathology, and genetics in the general population 95%
- Subcortical brain alterations in carriers of genomic copy number variants 94%
Similar papers in this journal
- Deviations from normative functioning underlying emotional episodic memory revealed cross-scale neurodiverse alterations linked to affective symptoms in distinct psychiatric disorders 92%
- Functional Coupling and Longitudinal Outcome Prediction in First-Episode Psychosis 92%
- Examining Differences in the Genetic and Functional Architecture of ADHD Diagnosed in Childhood and Adulthood 92%
Similar papers in this journal
- Thinner cortex is associated with psychosis onset in individuals at Clinical High Risk for Developing Psychosis: An ENIGMA Working Group mega-analysis 95%
- Longitudinal Changes in Functional Connectivity in Antipsychotic-treated and Antipsychotic-naive Patients with First Episode Psychosis 93%
- Polygenic Risk, Psychopathology, and Personalized Functional Brain Network Topography in Adolescence 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.