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Diffusion magnetic resonance imaging study of schizophrenia in the context of abnormal neurodevelopment using multiple site data in a Chinese Han population

机译:中国汉族人群多站点数据在神经发育异常情况下精神分裂症的扩散磁共振成像研究

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摘要

Schizophrenia has increasingly been considered a neurodevelopmental disorder, and the advancement of neuroimaging techniques and associated computational methods has enabled quantitative re-examination of this important theory on the pathogenesis of the disease. Inspired by previous findings from neonatal brains, we proposed that an increase in diffusion magnetic resonance imaging (dMRI) mean diffusivity (MD) should be observed in the cerebral cortex of schizophrenia patients compared with healthy controls, corresponding to lower tissue complexity and potentially a failure to reach cortical maturation. We tested this hypothesis using dMRI data from a Chinese Han population comprising patients from four different hospital sites. Utilizing data-driven methods based on the state-of-the-art tensor-based registration algorithm, significantly increased MD measurements were consistently observed in the cortex of schizophrenia patients across all four sites, despite differences in psychopathology, exposure to antipsychotic medication and scanners used for image acquisition. Specifically, we found increased MD in the limbic system of the schizophrenic brain, mainly involving the bilateral insular and prefrontal cortices. In light of the existing literature, we speculate that this may represent a neuroanatomical signature of the disorder, reflecting microstructural deficits due to developmental abnormalities. Our findings not only provide strong support to the abnormal neurodevelopment theory of schizophrenia, but also highlight an important neuroimaging endophenotype for monitoring the developmental trajectory of high-risk subjects of the disease, thereby facilitating early detection and prevention.
机译:精神分裂症已被越来越多地视为一种神经发育障碍,并且神经影像技术和相关计算方法的发展已使对该疾病发病机理这一重要理论的定量重新检查成为可能。受新生儿大脑先前发现的启发,我们建议与健康对照组相比,精神分裂症患者大脑皮层中应观察到​​扩散磁共振成像(dMRI)平均扩散率(MD)的增加,这对应于较低的组织复杂性和潜在的衰竭达到皮质成熟。我们使用来自中国汉族的dMRI数据验证了这一假设,该汉族人群来自四个不同医院的患者。利用基于最新的基于张量的配准算法的数据驱动方法,尽管在精神病理学,接受抗精神病药物和扫描仪方面存在差异,但在所有四个部位的精神分裂症患者皮层中一致观察到显着增加的MD测量值用于图像采集。具体而言,我们发现精神分裂症患者大脑边缘系统的MD增加,主要累及双侧岛状和前额叶皮层。根据现有文献,我们推测这可能代表该疾病的神经解剖学特征,反映出由于发育异常引起的微结构缺陷。我们的发现不仅为精神分裂症的异常神经发育理论提供了有力的支持,而且还突显了一种重要的神经影像内表型,可用于监测该病高危人群的发展轨迹,从而促进早期发现和预防。

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