Radiological Sciences, University of California Los Angeles, Los Angeles, CA, United States.
Division of HIV Medicine at Lundquist Institute at Harbor-UCLA Medical Center, Torrance, CA, United States; Medicine, University of California Los Angeles, Los Angeles, CA, United States.
Magn Reson Imaging. 2023 Jan;95:27-38. doi: 10.1016/j.mri.2022.10.006. Epub 2022 Oct 17.
Brain structural changes in HIV identified by voxel-based morphometry (VBM) alone could arise from a variety of causes that are difficult to distinguish without further information, such as cortical thickness (CT), gyrification index (GI) or sulcal depth (SD). Hence, our goal was to assess these additional metrics in HIV using high-resolution 3D T-weighted images and investigate if surface-based morphometric (SBM) analysis would reveal significant changes in the gray matter (GM) and white matter (WM) volumes combined with alterations in cortical thickness (CT), gyrification index (GI), sulcal depth (SD). T1-w magnetization-prepared-rapid-acquisition gradient-echo (MP-RAGE) scans were acquired in 27 HIV-infected individuals on antiretroviral therapy (ART) and 15 HIV-uninfected healthy controls using a 3T MRI scanner equipped with a 16-channel head "receive" and a quadrature body "transmit" coil. Voxel-based and surface-based morphometric analyses were performed using the MATLAB based SPM Computational Anatomy Toolbox (CAT12.7(1700)). HIV-infected patients showed significantly altered GM and WM volumes, CT, GI, and SD, in multiple brain regions. This study showed the association of altered GM and WM volumes in local brain regions with the changes in region-wise CT, GI and SD measures of HIV-infected patients, especially in the parahippocampal and middle frontal regions as compared to uninfected healthy controls. The outcome of this study suggests that the findings of VBM may not necessarily indicate the volumetric shrinkage or increase alone, but might also be due to altered CT, GI, or SD. Correlation analysis showed a significantly accelerated gray matter loss with age in HIV-infected individuals compared to uninfected healthy controls.
基于体素的形态测量学(VBM)单独识别的 HIV 脑结构变化可能来自多种原因,如果没有进一步的信息,如皮质厚度(CT)、脑回指数(GI)或脑沟深度(SD),则很难区分。因此,我们的目标是使用高分辨率 3D T 加权图像评估 HIV 中的这些额外指标,并研究基于表面的形态测量(SBM)分析是否会结合皮质厚度(CT)、脑回指数(GI)、脑沟深度(SD)的改变,揭示灰质(GM)和白质(WM)体积的显著变化。使用配备有 16 通道头部“接收”和正交体“发射”线圈的 3T MRI 扫描仪,在接受抗逆转录病毒治疗(ART)的 27 名 HIV 感染个体和 15 名 HIV 未感染健康对照者中采集 T1-w 磁化准备快速获取梯度回波(MP-RAGE)扫描。使用基于 MATLAB 的 SPM 计算解剖工具箱(CAT12.7(1700))进行基于体素和基于表面的形态测量分析。HIV 感染患者在多个大脑区域显示出明显改变的 GM 和 WM 体积、CT、GI 和 SD。这项研究表明,局部脑区 GM 和 WM 体积的改变与 HIV 感染患者 CT、GI 和 SD 区域测量值的改变相关,特别是与未感染的健康对照组相比,在海马旁和额中回区域。这项研究的结果表明,VBM 的发现不一定表明体积的缩小或增加,而可能还与 CT、GI 或 SD 的改变有关。相关性分析显示,与未感染的健康对照组相比,HIV 感染个体的灰质损失随年龄显著加速。