Lyu Hailong, St Clair David, Wu Renrong, Benson Philip J, Guo Wenbin, Wang Guodong, Liu Yi, Hu Shaohua, Zhao Jingping
Department of Psychiatry, The First Affiliated Hospital, Zhejiang University School of Medicine; Key Laboratory of Mental Disorder's Management of Zhejiang Province, Hangzhou, China.
Department of Psychiatry and National Clinical Research Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, China.
Schizophr Bull Open. 2023 Jan 3;4(1):sgac076. doi: 10.1093/schizbullopen/sgac076. eCollection 2023 Jan.
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).
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.
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.
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.
本研究试图在中国人群中复现英国早期的一项报告,即眼球运动异常能够准确区分精神分裂症(SCZ)患者与健康对照者(HCs)。本研究还旨在确定首发精神分裂症患者与慢性精神分裂症患者是否存在差异,以及这些眼球运动异常在精神病风险综合征(PRS)中是否更为常见。
训练集包括104名中国健康对照者和60名中国精神分裂症患者,测试集包括来自英国队列的20名精神分裂症患者和20名健康对照者。另外还纳入了16名患有精神病风险综合征的个体。在自由观看、平稳跟踪和注视稳定性任务期间记录所有参与者的眼球运动。比较了55项表现指标的组间差异,并建立了梯度提升决策树模型进行预测分析。
在几乎所有眼球运动测试中,精神分裂症患者均观察到广泛的眼球运动异常。在几乎所有个体变量上,首发患者与慢性患者相比均无统计学显著差异。分类模型能够以0.87的曲线下面积区分患者与对照者;该模型还将88%的精神病风险综合征个体分类为类似精神分裂症患者。
我们的研究结果复现并扩展了英国的研究结果。中国研究的总体准确性与英国的研究结果几乎相同。我们得出结论,眼球运动异常在该疾病的自然病程中早期出现,可被视为精神分裂症素质的潜在特质标记物。