Department of Radiology, University of Occupational and Environmental Health School of Medicine, Japan.
Schizophr Res. 2010 Feb;116(2-3):196-203. doi: 10.1016/j.schres.2009.10.002. Epub 2009 Oct 24.
To determine whether statistical analyses of quantitative MR imaging data, including morphological changes, mean diffusivity (MD), and fractional anisotropy (FA), could provide useful biomarkers in early stage of first-episode schizophrenia.
Twenty-three patients, who met all the criteria in the DSM-IV-TR category for schizophrenia excluding the duration of the disease (less than 6 months of follow-up), were examined by MR imaging during the initial consultation. Nineteen of the 23 patients were finally diagnosed to have schizophrenia after a 6-month follow-up, and they were included in this study as having been in the early stage of first-episode schizophrenia. Nineteen healthy volunteers also underwent MR imaging as age-matched controls. Three-dimensional spoiled gradient recalled acquisition with steady state (3D-SPGR) and diffusion tensor imaging (DTI) were performed at 3T. Image processing for voxel-based morphometry, a fully automatic technique for a computational analysis of differences in regional brain volume throughout the entire brain, was conducted using the Statistical Parametric Mapping 5 software package (SPM5). The 3D-SPGR images in the native space were bias-corrected; spatially normalized; segmented into gray matter, white matter, and cerebrospinal fluid images; and intensity-modulated using SPM5. A voxel-based analysis was conducted using both the MD and FA maps computed from DTI. The customized MD and FA template specific to this study was created from all participants. Thereafter, all the MD and FA maps in the native space were transformed onto the stereotactic space by registering each of the images to the customized MD and FA template. The two groups were compared using SPM5. Age and sex were treated as confounding covariates.
The patients demonstrated a significant increase in the MD of the left parahippocampal gyrus, left insula, and right anterior cingulate gyrus in comparison to the control subjects (FDR corrected p<0.05). No significant difference was observed in the correlation between the gray/white matter volume and FA.
These findings suggest that structural abnormalities in the brain are present during the early stage of first-episode schizophrenia and MD might therefore be a sensitive marker for the detection of these abnormalities.
确定定量磁共振成像(MRI)数据分析(包括形态变化、平均弥散度(MD)和各向异性分数(FA))是否可以为首发精神分裂症的早期阶段提供有用的生物标志物。
23 名患者符合 DSM-IV-TR 中除病程(随访时间<6 个月)外所有精神分裂症诊断标准,在首次就诊时接受 MRI 检查。23 名患者中,19 名患者在 6 个月的随访后最终诊断为精神分裂症,他们被纳入本研究,处于首发精神分裂症的早期阶段。19 名健康志愿者也接受了年龄匹配的 MRI 检查作为对照组。在 3T 上进行三维扰相梯度回波稳态采集(3D-SPGR)和弥散张量成像(DTI)。使用统计参数映射 5 软件包(SPM5)对基于体素的形态计量学(一种对整个大脑的脑区容积差异进行计算分析的全自动技术)进行图像处理。在原始空间中,对 3D-SPGR 图像进行偏置校正;进行空间标准化;分割为灰质、白质和脑脊液图像;并使用 SPM5 进行强度调制。使用从 DTI 计算得到的 MD 和 FA 图进行基于体素的分析。从所有参与者中创建针对本研究的定制 MD 和 FA 模板。此后,通过将每个图像与定制的 MD 和 FA 模板进行配准,将所有 MD 和 FA 图在原始空间转换到立体定向空间。使用 SPM5 对两组进行比较。年龄和性别被视为混杂协变量。
与对照组相比,患者的左侧海马旁回、左侧岛叶和右侧前扣带回的 MD 显著增加(FDR 校正后 p<0.05)。灰质/白质体积与 FA 之间的相关性没有显著差异。
这些发现表明,在首发精神分裂症的早期阶段,大脑存在结构异常,MD 可能是检测这些异常的敏感标志物。