Mental Health Centre Copenhagen,Copenhagen University Hospital,DK-2900 Hellerup,Denmark.
Centre for Clinical Intervention and Neuropsychiatric Schizophrenia Research, CINS,DK-2600 Glostrup,Denmark.
Psychol Med. 2017 Nov;47(15):2689-2707. doi: 10.1017/S0033291717001210. Epub 2017 May 3.
Individuals at ultra-high-risk (UHR) for psychosis present with emerging symptoms and decline in functioning. Previous univariate analyses have indicated widespread white matter (WM) aberrations in multiple brain regions in UHR individuals and patients with schizophrenia. Using multivariate statistics, we investigated whole brain WM microstructure and associations between WM, clinical symptoms, and level of functioning in UHR individuals.
Forty-five UHR individuals and 45 matched healthy controls (HCs) underwent magnetic resonance diffusion tensor imaging (DTI) at 3 Tesla. UHR individuals were assessed with the Comprehensive Assessment of At-Risk Mental States, Scale for the Assessment of Negative Symptoms, and Social and Occupational Functioning Assessment Scale. Partial least-squares correlation analysis (PLSC) was used as statistical method.
PLSC group comparisons revealed one significant latent variable (LV) accounting for 52% of the cross-block covariance. This LV indicated a pattern of lower fractional anisotropy (FA), axial diffusivity (AD), and mode of anisotropy (MO) concomitant with higher radial diffusivity (RD) in widespread brain regions in UHR individuals compared with HCs. Within UHR individuals, PLSC revealed five significant LVs associated with symptoms and level of functioning. The first LV accounted for 31% of the cross-block covariance and indicated a pattern where higher symptom score and lower level of functioning correlated to lower FA, AD, MO, and higher RD.
UHR individuals demonstrate complex brain patterns of WM abnormalities. Despite the subtle psychopathology of UHR individuals, aberrations in WM appear associated with positive and negative symptoms as well as level of functioning.
处于精神病超高风险(UHR)的个体表现出出现症状和功能下降。先前的单变量分析表明,UHR 个体和精神分裂症患者的多个大脑区域存在广泛的白质(WM)异常。使用多变量统计学,我们研究了 UHR 个体的整个大脑 WM 微观结构以及 WM 与临床症状和功能水平之间的关联。
45 名 UHR 个体和 45 名匹配的健康对照组(HCs)在 3T 进行磁共振扩散张量成像(DTI)。UHR 个体接受了风险精神状态综合评估、负性症状评定量表和社会和职业功能评估量表的评估。偏最小二乘相关分析(PLSC)被用作统计方法。
PLSC 组比较显示,一个显著的潜在变量(LV)解释了 52%的跨块协方差。该 LV 表明 UHR 个体与 HCs 相比,在广泛的大脑区域中存在较低的分数各向异性(FA)、轴向扩散系数(AD)和各向异性模式(MO),以及较高的径向扩散系数(RD)。在 UHR 个体中,PLSC 揭示了与症状和功能水平相关的五个显著 LV。第一个 LV 解释了 31%的跨块协方差,表明症状评分较高和功能水平较低与 FA、AD、MO 较低和 RD 较高相关。
UHR 个体表现出 WM 异常的复杂大脑模式。尽管 UHR 个体的精神病理学较细微,但 WM 的异常似乎与阳性和阴性症状以及功能水平有关。