Related Experiment Video
Updated: Sep 10, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Dynamic, differentiated clinical trajectories and prediction in clinical high risk for psychosis
Yuxuan Xiong1, Guisen Wu1, Xiaochen Tang1
1Neuromodulation Center, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China.
Abstract:
Clinical subtypes of individuals at clinical high risk for psychosis (CHR), classified by baseline symptoms and cognitive performance, may follow distinct trajectories of symptom progression and functional outcomes. Baseline symptom, cognitive and EEG data were collected from 204 CHR individuals aged 13-38 years, who subsequently completed clinical assessments at 2 months, 1 year, and 2 years. Although baseline positive symptom scores and highest past-year global functioning did not differ significantly, the subtypes demonstrated divergent progression patterns across follow-ups. Baseline cognitive performance exerted sustained influence over subsequent assessments, with visuospatial learning and working memory showing significant long-term effects on positive symptoms or global functioning, highlighting them as core cognitive domains with longitudinal, cross-subtype impact on CHR progression. Brain network features also contributed to long-term outcomes. The involvement of microstate D was sustained over time, with its occurrence linked to functional outcomes in the most impaired subtype and its coverage associated with positive symptom trajectories in the moderately impaired subtype. We further constructed a predictive model incorporating the interaction between microstate D and subtype that effectively identified individuals who converted to psychosis, underscoring its potential as a dynamic biomarker for more precise CHR clinical profiles.
Related Concept Videos
Psychological and Sociocultural Causes of Schizophrenia
Psychosis: Pathophysiology of Schizophrenia and Other Psychotic Disorders
Researchers have identified genetic factors that increase susceptibility to schizophrenia, underscoring the intricate interplay between genetics and environment in disease development. At the core of schizophrenia's pathophysiology is excessive dopaminergic neurotransmission within the...
Psychosis: Goals of Pharmacotherapy
Psychosis and Antipsychotic Drugs: Overview
Bipolar Disorder
Personality Disorders: Paranoid and Schizoid
Paranoid Personality Disorder
Paranoid personality disorder is...
