Contracted anterior-posterior systematic covariance of cortical thickness in early-onset schizophrenia

Yun-Shuang Fan, Yong Xu, Bin Wan, Wei Sheng, Chong Wang, Sofie Louise Valk, Huafu Chen
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Abstract

Background and Hypothesis: Schizophrenia is a neurodevelopmental condition with alterations in both sensory and association cortical areas. These alterations have been reported to follow structural connectivity patterning, and to occur in a system-level fashion. Here, we investigated whether pathological alterations of schizophrenia originated from an early disruption of cortical organization by using 7−17-years-old individuals with early-onset schizophrenia (EOS). Study Design: We estimated cortical thickness using T1-weighted structural MRI data from 95 patients with antipsychotic-naive first-episode EOS and 99 typically developing (TD) controls. We then computed structural covariance of cortical thickness and estimated system-level organizational axes by performing nonlinear dimensionality reduction techniques on covariance matrices for the EOS and TD groups. Finally, we tested for group differences between EOS and TD individuals in terms of both structural covariance and covariance distances along the systematic axis. Study Results: The first covariance gradient differentiated motor regions from other cortical areas. Similar to the macrostructural axis in adults, the second gradient axis in young TD discriminated anterior from posterior regions and was compressed in EOS patients relative to TD controls. In addition, patients showed increased structural covariance between two ends of the systematic axis, with increased geodesic distance of covarying regions between two ends. Conclusion: Our findings revealed a contracted organizational axis of cortical thickness in EOS patients, which was attributed to excessive distally coordinated changes between anterior and posterior regions of the cortex. Taken together, our study suggests a possible early disruption of system-level neurodevelopment in schizophrenia.
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早期精神分裂症患者皮质厚度的前后收缩系统协方差
背景与假设:精神分裂症是一种神经发育性疾病,患者的感觉和联想皮质区域都会发生改变。据报道,这些改变遵循结构连接模式,并以系统级的方式发生。在此,我们以 7-17 岁的早发型精神分裂症(EOS)患者为研究对象,探讨精神分裂症的病理改变是否源于皮层组织的早期破坏。研究设计:我们利用95名未服用抗精神病药物的首发EOS患者和99名发育典型(TD)对照者的T1加权结构磁共振成像数据估算了皮层厚度。然后,我们通过对 EOS 组和 TD 组的协方差矩阵执行非线性降维技术,计算了皮质厚度的结构协方差,并估算了系统级组织轴。最后,我们从结构协方差和沿系统轴的协方差距离两方面检验了 EOS 和 TD 患者之间的群体差异。研究结果:第一个协方差梯度将运动区与其他皮层区域区分开来。与成人的宏观结构轴类似,年轻 TD 患者的第二梯度轴可区分前部和后部区域,而且相对于 TD 对照组,EOS 患者的第二梯度轴被压缩。此外,患者表现出系统轴两端之间的结构共变性增加,两端之间共变区域的大地距离增加。结论:我们的研究结果表明,EOS 患者皮层厚度的组织轴收缩,这归因于皮层前部和后部区域之间过度的远端协调变化。综上所述,我们的研究表明,精神分裂症患者的系统级神经发育可能受到了早期干扰。
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