Center for Infectious Disease Imaging (CIDI), Radiology and Imaging Sciences, Clinical Center, National Institutes of Health (NIH), Bethesda, MD, United States.
Biostatistics and Clinical Epidemiology Service, Clinical Center, National Institutes of Health (NIH), Bethesda, MD, United States.
Neuroimage Clin. 2017 Nov 21;17:659-666. doi: 10.1016/j.nicl.2017.11.018. eCollection 2018.
HIV infection is known to be associated with brain volume loss, even in optimally treated patients. In this study, we assessed whether dynamic brain volume changes over time are predictive of neurobehavorial performance in the HIV-1 transgenic (Tg) rat, a model of treated HIV-positive patients.
Cross-sectional brain MRI imaging was first performed comparing Tg and wild type (WT) rats at 3 and 19 months of age. Longitudinal MRI and neurobehavioral testing of another group of Tg and WT rats was then performed from 5 to 23 weeks of age. Whole brain and subregional image segmentation was used to assess the rate of brain growth over time. We used repeated-measures mixed models to assess differences in brain volumes and to establish how predictive the volume differences are of specific neurobehavioral deficits.
Cross-sectional imaging showed smaller whole brain volumes in Tg compared to WT rats at 3 and at 19 months of age. Longitudinally, Tg brain volumes were smaller than age-matched WT rats at all time points, starting as early as 5 weeks of age. The Tg striatal growth rate delay between 5 and 9 weeks of age was greater than that of the whole brain. Striatal volume in combination with genotype was the most predictive of rota-rod scores and in combination with genotype and age was the most predictive of total exploratory activity scores in the Tg rats.
The disproportionately delayed striatal growth compared to whole brain between 5 and 9 weeks of age and the role of striatal volume in predicting neurobehavioral deficits suggest an important role of the dopaminergic system in HIV associated neuropathology. This might explain problems with motor coordination and executive decisions in this animal model. Smaller brain and subregional volumes and neurobehavioral deficits were seen as early as 5 weeks of age, suggesting an early brain insult in the Tg rat. Neuroprotective therapy testing in this model should thus target this early stage of development, before brain damage becomes irreversible.
已知 HIV 感染与脑容量损失有关,即使在治疗最佳的患者中也是如此。在这项研究中,我们评估了 HIV-1 转基因(Tg)大鼠(一种治疗后 HIV 阳性患者的模型)中,随时间变化的动态脑容量变化是否可预测神经行为表现。
首先比较了 3 个月和 19 个月大的 Tg 和野生型(WT)大鼠的横断面脑 MRI 成像。然后对另一组 Tg 和 WT 大鼠进行了从 5 周到 23 周的纵向 MRI 和神经行为测试。全脑和亚区图像分割用于评估随时间的脑生长率。我们使用重复测量混合模型来评估脑体积的差异,并确定体积差异对特定神经行为缺陷的预测程度。
横断面成像显示,Tg 大鼠的全脑体积在 3 个月和 19 个月时均小于 WT 大鼠。纵向来看,Tg 大鼠的脑体积从 5 周龄开始就小于年龄匹配的 WT 大鼠。Tg 大鼠纹状体的生长速率从 5 周到 9 周之间的延迟大于全脑。纹状体体积与基因型相结合是预测旋转棒评分的最具预测性指标,与基因型和年龄相结合是预测 Tg 大鼠总探索活动评分的最具预测性指标。
5 至 9 周龄之间,纹状体的生长速度与全脑不成比例地延迟,以及纹状体体积在预测神经行为缺陷中的作用,表明多巴胺能系统在 HIV 相关神经病理学中的重要作用。这可能解释了该动物模型中运动协调和执行决策方面的问题。5 周龄时就已经出现了较小的脑和亚区体积以及神经行为缺陷,表明 Tg 大鼠的大脑受到了早期损伤。因此,该模型中的神经保护治疗测试应针对这一早期阶段,在脑损伤变得不可逆之前。