Department of Radiology, Brain Health Imaging Institute, Weill Cornell Medicine, 407 E 61st St, Feil 2, New York, NY 10065, United States.
Department of Radiology, Brain Health Imaging Institute, Weill Cornell Medicine, 407 E 61st St, Feil 2, New York, NY 10065, United States.
J Neuroradiol. 2024 Jun;51(4):101164. doi: 10.1016/j.neurad.2023.10.009. Epub 2023 Oct 30.
The present study investigates a multimodal imaging assessment of glymphatic function and its association with brain amyloid-beta deposition.
Two brain CSF clearance measures (vCSF and DTI-ALPS) were derived from dynamic PET and MR diffusion tensor imaging (DTI) for 50 subjects, 24/50 were Aβ positive (Aβ+). T1W, T2W, DTI, T2FLAIR, and C-PiB and F-MK-6240 PET were acquired. Multivariate linear regression models were assessed with both vCSF and DTI-ALPS as independent variables and brain Aβ as the dependent variable. Three types of models were evaluated, including the vCSF-only model, the ALPS-only model and the vCSF+ALPS combined model. Models were applied to the whole group, and Aβ subgroups. All analyses were controlled for age, gender, and intracranial volume.
Sample demographics (N=50) include 20 males and 30 females with a mean age of 69.30 (sd=8.55). Our results show that the combination of vCSF and ALPS associates with Aβ deposition (p < 0.05, R = 0.575) better than either vCSF (p < 0.05, R = 0.431) or ALPS (p < 0.05, R = 0.372) alone in the Aβ+ group. We observed similar results in whole-group analyses (combined model: p < 0.05, R = 0.287; vCSF model: p <0.05, R = 0.175; ALPS model: p < 0.05, R = 0.196) with less significance. Our data also showed that vCSF has higher correlation (r = -0.548) in subjects with mild Aβ deposition and DTI-ALPS has higher correlation (r=-0.451) with severe Aβ deposition subjects.
The regression model with both vCSF and DTI-ALPS is better associated with brain Aβ deposition. These two independent brain clearance measures may better explain the variation in Aβ deposition than either term individually. Our results suggest that vCSF and DTI-ALPS reflect complementary aspects of brain clearance functions.
本研究旨在通过多模态影像学评估糖液转运功能及其与脑β淀粉样蛋白(amyloid-β,Aβ)沉积的关系。
从 50 例受试者的动态 PET 和磁共振弥散张量成像(DTI)中分别得到 2 种脑 CSF 清除测量值(vCSF 和 DTI-ALPS),其中 24/50 例为 Aβ 阳性(Aβ+)。采集 T1W、T2W、DTI、T2FLAIR、C-PiB 和 F-MK-6240 PET 数据。使用 vCSF 和 DTI-ALPS 作为自变量,脑 Aβ 作为因变量,评估多元线性回归模型。共评估了 3 种模型,包括仅 vCSF 模型、仅 ALPS 模型和 vCSF+ALPS 联合模型。将模型应用于全组和 Aβ 亚组。所有分析均控制了年龄、性别和颅内体积。
样本人口统计学特征(N=50)包括 20 名男性和 30 名女性,平均年龄为 69.30(标准差=8.55)岁。结果显示,与仅 vCSF(p<0.05,R=0.431)或仅 ALPS(p<0.05,R=0.372)相比,vCSF 和 ALPS 的联合模型与 Aβ 沉积的相关性更好(p<0.05,R=0.575)。在 Aβ+组中,我们在全组分析中观察到了类似的结果(联合模型:p<0.05,R=0.287;vCSF 模型:p<0.05,R=0.175;ALPS 模型:p<0.05,R=0.196),但相关性稍低。我们的数据还表明,vCSF 在轻度 Aβ 沉积的受试者中具有更高的相关性(r=-0.548),而 DTI-ALPS 在重度 Aβ 沉积的受试者中具有更高的相关性(r=-0.451)。
同时使用 vCSF 和 DTI-ALPS 的回归模型与脑 Aβ 沉积的相关性更好。这两个独立的脑清除测量值可能比单一术语更能解释 Aβ 沉积的变化。我们的结果表明,vCSF 和 DTI-ALPS 反映了脑清除功能的互补方面。