1. Eye Movement Abnormalities Can Distinguish First-Episode Schizophrenia, Chronic Schizophrenia, and Prodromal Patients From Healthy Controls.
- Author
-
Lyu, Hailong, Clair, David St, Wu, Renrong, Benson, Philip J, Guo, Wenbin, Wang, Guodong, Liu, Yi, Hu, Shaohua, and Zhao, Jingping
- Subjects
DIAGNOSIS of schizophrenia ,SCHIZOPHRENIA risk factors ,EYE movements ,PREDICTIVE tests ,ANALYSIS of variance ,CHRONIC diseases ,EYE movement measurements ,EYE abnormalities ,RISK assessment ,PEARSON correlation (Statistics) ,CHI-squared test ,DESCRIPTIVE statistics ,RESEARCH funding ,SENSITIVITY & specificity (Statistics) ,DATA analysis software ,EVALUATION - Abstract
Background This study attempts to replicate in a Chinese population an earlier UK report that eye movement abnormalities can accurately distinguish schizophrenia (SCZ) cases from healthy controls (HCs). It also seeks to determine whether first-episode SCZ differ from chronic SCZ and whether these eye movement abnormalities are enriched in psychosis risk syndrome (PRS). Methods The training set included 104 Chinese HC and 60 Chinese patients with SCZ, and the testing set included 20 SCZ patients and 20 HC from a UK cohort. An additional 16 individuals with PRS were also enrolled. Eye movements of all participants were recorded during free-viewing, smooth pursuit, and fixation stability tasks. Group differences in 55 performance measures were compared and a gradient-boosted decision tree model was built for predictive analyses. Results Extensive eye-movement abnormalities were observed in patients with SCZ on almost all eye-movement tests. On almost all individual variables, first-episode patients showed no statistically significant differences compared with chronic patients. The classification model was able to discriminate patients from controls with an area under the curve of 0.87; the model also classified 88% of PRS individuals as SCZ-like. Conclusions Our findings replicate and extend the UK results. The overall accuracy of the Chinese study is virtually identical to the UK findings. We conclude that eye-movement abnormalities appear early in the natural history of the disorder and can be considered as potential trait markers for SCZ diathesis. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF