Graduate school of Dalian Medical University, Dalian 116000, China; Department of Medical imaging center, Clinical Medical College, Yangzhou University, Yangzhou 225009, China.
Department of Radiology, Jintang First People's Hospital, Sichuan University, Chengdu 610499, China.
Diagn Interv Imaging. 2024 Jul-Aug;105(7-8):281-291. doi: 10.1016/j.diii.2024.01.006. Epub 2024 Feb 2.
The purpose of this study was to analyze the intracerebral abnormalities of hemodynamics in patients with Parkinson's disease (PD) through arterial spin labelling (ASL) technique with multi-delay ASL (MDASL) and conventional single-delay ASL (SDASL) protocols and to verify the potential clinical application of these features for the diagnosis of PD.
Perfusion data of the brain obtained using MDASL and SDASL in patients with PD were compared to those obtained in healthy control (HC) subjects. Intergroup comparisons of z-scored cerebral blood flow (zCBF), arterial transit time (zATT) and cerebral blood volume (zCBV) were performed via voxel-based analysis. Performance of these perfusion metrics were estimated using area under the receiver operating characteristic curve (AUC) and compared using Delong test.
A total of 47 patients with PD (29 men; 18 women; mean age, 69.0 ± 7.6 (standard deviation, [SD]) years; range: 50.0-84.0 years) and 50 HC subjects (28 men; 22 women; mean age, 70.1 ± 6.2 [SD] years; range: 50.0-93.0 years) were included. Relative to the uncorrected-zCBF map, the corrected-zCBF map further refined the distributed brain regions in the PD group versus the HC group, manifested as the extension of motor-related regions (P < 0.001). Compared to the HC subjects, patients with PD had elevated zATT and zCBV in the right putamen, a shortened zATT in the superior frontal gyrus, and specific zCBV variations in the left precuneus and the right supplementary motor area (P < 0.001). The corrected-zCBF (AUC, 0.90; 95% confidence interval [CI]: 0.84-0.96) showed better classification performance than uncorrected-zCBF (AUC, 0.84; 95% CI: 0.75-0.92) (P = 0.035). zCBV achieved an AUC of 0.89 (95% CI: 0.82-0.96) and zATT achieved an AUC of 0.66 (95% CI: 0.55-0.77). The integration model of hemodynamic features from MDASL provided improved performance (AUC, 0.97; 95% CI: 0.95-0.98) for the diagnosis of PD by comparison with each perfusion model (P < 0.001).
ASL identifies impaired hemodynamics in patients with PD including regional abnormalities of CBF, CBV and ATT, which can better be mapped with MDASL compared to SDASL. These findings provide complementary depictions of perfusion abnormalities in patients with PD and highlight the clinical feasibility of MDASL.
本研究旨在通过多延迟动脉自旋标记(MDASL)和常规单延迟动脉自旋标记(SDASL)技术分析帕金森病(PD)患者的脑血流动力学异常,并验证这些特征在 PD 诊断中的潜在临床应用。
比较 PD 患者和健康对照组(HC)的 MDASL 和 SDASL 脑灌注数据。通过体素基分析对 z 得分脑血流量(zCBF)、动脉传递时间(zATT)和脑血容量(zCBV)进行组间比较。使用接收者操作特征曲线下面积(AUC)评估这些灌注指标的性能,并使用 Delong 检验进行比较。
共纳入 47 例 PD 患者(29 名男性;18 名女性;平均年龄 69.0±7.6(标准差,[SD])岁;范围:50.0-84.0 岁)和 50 名 HC 受试者(28 名男性;22 名女性;平均年龄 70.1±6.2[SD]岁;范围:50.0-93.0 岁)。与未经校正的 zCBF 图相比,校正的 zCBF 图进一步细化了 PD 组与 HC 组之间的大脑分布区域,表现为与运动相关区域的扩展(P<0.001)。与 HC 受试者相比,PD 患者右侧壳核的 zATT 和 zCBV 升高,额上回的 zATT 缩短,左楔前叶和右侧辅助运动区的 zCBV 存在特定变化(P<0.001)。校正的 zCBF(AUC,0.90;95%置信区间[CI]:0.84-0.96)比未经校正的 zCBF(AUC,0.84;95% CI:0.75-0.92)(P=0.035)具有更好的分类性能。zCBV 的 AUC 为 0.89(95% CI:0.82-0.96),zATT 的 AUC 为 0.66(95% CI:0.55-0.77)。与每个灌注模型相比,MDASL 血流动力学特征的整合模型(AUC,0.97;95% CI:0.95-0.98)为 PD 诊断提供了更好的性能(P<0.001)。
ASL 可识别 PD 患者的血流动力学异常,包括 CBF、CBV 和 ATT 的区域性异常,与 SDASL 相比,MDASL 可以更好地进行映射。这些发现为 PD 患者的灌注异常提供了互补的描述,并突出了 MDASL 的临床可行性。