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青少年创伤后应激障碍的灰质体积相关性:FreeSurfer 中手动干预与自动分割的比较。

Gray matter volume correlates of adolescent posttraumatic stress disorder: A comparison of manual intervention and automated segmentation in FreeSurfer.

机构信息

Department of Psychiatry, University of Wisconsin-Madison, Madison, WI United States; Neuroscience and Public Policy Program, University of Wisconsin-Madison, Madison, WI United States.

Department of Psychiatry, University of Wisconsin-Madison, Madison, WI United States.

出版信息

Psychiatry Res Neuroimaging. 2021 Jul 30;313:111297. doi: 10.1016/j.pscychresns.2021.111297. Epub 2021 Apr 24.

Abstract

Exposure to early life trauma is common and confers risk for psychological disorders in adolescence, including posttraumatic stress disorder (PTSD). Trauma exposure and PTSD are also consistently linked to alterations in gray matter volume (GMV). Despite the quantity of structural neuroimaging research in trauma-exposed populations, little consensus exists amongst research groups on best practices for image processing method and manual editing procedures. The purpose of this report is to evaluate the utility of manual editing of magnetic resonance (MR) images for detecting PTSD-related group differences in GMV. Here, T1-weighted MR images from adolescent girls aged 11-17 were obtained and analyzed. Two datasets were created from the FreeSurfer reconall pipeline, one of which was manually edited by trained research assistants. Gray matter regions of interest were selected and total volume estimates were entered into linear mixed effects models with method (manual edits or automated) as a within-subjects factor and group dummy-coded with PTSD as the reference group. Consistent with prior literature, individuals with PTSD demonstrated reduced GMV of the amygdala compared to trauma-exposed and non-trauma exposed controls, independent of editing method. Our results demonstrate that amygdala GMV reductions in PTSD are robust to certain methodological choices and do not suggest a benefit to the time-intensive manual editing pipeline in FreeSurfer for quantifying PTSD-related GMV.

摘要

早期生活创伤的暴露很常见,并使青少年时期出现心理障碍(包括创伤后应激障碍 [PTSD])的风险增加。创伤暴露和 PTSD 也与灰质体积(GMV)的改变密切相关。尽管有大量关于创伤后人群结构神经影像学的研究,但研究小组在处理方法和手动编辑程序的最佳实践方面尚未达成共识。本报告的目的是评估手动编辑磁共振(MR)图像以检测 PTSD 相关 GMV 组间差异的效用。在这里,获取了年龄在 11-17 岁的青春期女孩的 T1 加权 MR 图像并进行了分析。从 FreeSurfer reconall 管道创建了两个数据集,其中一个由经过培训的研究助理手动编辑。选择灰质感兴趣区域,并将总体积估计值输入到具有方法(手动编辑或自动)作为内部因素的线性混合效应模型中,组以 PTSD 为参考组进行虚拟编码。与先前的文献一致,与创伤暴露和非创伤暴露对照组相比,患有 PTSD 的个体的杏仁核 GMV 减少,而与编辑方法无关。我们的结果表明,PTSD 中的杏仁核 GMV 减少是稳健的,不受某些方法选择的影响,并且在 FreeSurfer 中用于量化 PTSD 相关 GMV 的耗时的手动编辑管道并没有带来好处。

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