Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Brain Imaging Behav. 2010 Mar;4(1):68-79. doi: 10.1007/s11682-009-9086-z. Epub 2010 Jan 19.
There have been many studies examining HIV-infection-related alterations of magnetic resonance imaging (MRI) diffusion metrics. However, examining scalar diffusion metrics ignores the orientation aspect of diffusion imaging, which can be captured with tractography. We examined five different tractography metrics obtained from global tractography maps (global tractography FA, average tube length, normalized number of streamtubes, normalized weighted streamtube length, and normalized total number of tubes generated) for differences between HIV positive and negative patients and the association between the metrics and clinical variables of disease severity. We also examined the relationship between these metrics and cognitive performance across a wide range of cognitive domains for the HIV positive and negative patient groups separately. The results demonstrated a significant difference between the groups for global tractography FA (t = 2.13, p = 0.04), but not for any of the other tractography metrics examined (p-value range = 0.39 to 0.95). There were also several significant associations between the tractography metrics and cognitive performance (i.e., tapping rates, switching 1 and 2, verbal interference, mazes; r > or = 0.42) for HIV infected patients. In particular, associations were noted between tractography metrics, speed of processing, fine motor control/speed, and executive function for the HIV-infected patients. These findings suggest that tractography metrics capture clinically relevant information regarding cognitive performance among HIV infected patients and suggests the importance of subtle white matter changes in examining cognitive performance.
已有许多研究探讨了与 HIV 感染相关的磁共振成像(MRI)扩散指标变化。然而,检查标量扩散指标忽略了扩散成像的方向方面,而这可以通过轨迹追踪来捕捉。我们检查了从全局轨迹图获得的五种不同的轨迹追踪指标(全局轨迹追踪 FA、平均管长、标准化流管数量、标准化加权流管长度和生成的标准化总管数量),以比较 HIV 阳性和阴性患者之间的差异,以及这些指标与疾病严重程度的临床变量之间的关系。我们还分别检查了这些指标与 HIV 阳性和阴性患者组广泛认知领域的认知表现之间的关系。结果表明,两组之间的全局轨迹追踪 FA 存在显著差异(t = 2.13,p = 0.04),但其他轨迹追踪指标则没有(p 值范围为 0.39 至 0.95)。对于 HIV 感染患者,轨迹追踪指标与认知表现之间也存在着一些显著的关联(即,敲击率、1 次和 2 次切换、言语干扰、迷宫;r ≥ 0.42)。特别是,在 HIV 感染患者中,轨迹追踪指标与处理速度、精细运动控制/速度和执行功能之间存在关联。这些发现表明,轨迹追踪指标可以捕捉到与 HIV 感染患者认知表现相关的临床相关信息,并表明在检查认知表现时,细微的白质变化很重要。