Georgiopoulos Charalampos, Werlin Alice, Lasic Samo, Hall Sara, van Westen Danielle, Spotorno Nicola, Hansson Oskar, Nilsson Markus
Department of Clinical Sciences, Diagnostic Radiology, Medical Faculty, Lund University, 221 85 Lund, Sweden.
Image and Function, Skåne University Hospital, 221 85 Lund, Sweden.
Brain Commun. 2024 Nov 21;6(6):fcae421. doi: 10.1093/braincomms/fcae421. eCollection 2024.
Non-invasive evaluation of glymphatic function has emerged as a crucial goal in neuroimaging, and diffusion tensor imaging along the perivascular space (DTI-ALPS) has emerged as a candidate method for this purpose. Reduced ALPS index has been suggested to indicate impaired glymphatic function. However, the potential impact of crossing fibres on the ALPS index has not been assessed, which was the aim of this cross-sectional study. For this purpose, we used DTI-ALPS in a cohort with three groups: Parkinson's disease (PD) ( = 60, mean age 63.3 ± 1.5, 33 males), progressive supranuclear palsy (PSP) ( = 17, mean age 70.9 ± 1.5, 9 males) and healthy controls ( = 41, mean age 64.5 ± 8.4, 15 males). The ALPS index was calculated blinded to diagnosis, by manually placing two sets of regions of interest (ROI) on the projection and association fibres of each hemisphere. Annotation was performed twice: once on conventional diffusion-encoded colour maps weighted by fractional anisotropy and once on maps with weights adjusted for high incidence of crossing fibres. PSP patients had significantly lower conventional ALPS indices compared with both healthy controls (right hemisphere: = 0.009; left hemisphere: < 0.001) and PD patients (right hemisphere: = 0.024; left hemisphere: < 0.001). There were no differences between healthy controls and PD patients. After adjusting the ROI to avoid regions of crossing fibres, the ALPS index significantly decreased in healthy controls (right hemisphere: < 0.001; left hemisphere: < 0.001) and PD (right hemisphere: < 0.001; left hemisphere: < 0.001). In PSP, the adjusted ALPS index was lower compared with the conventional one only in the right hemisphere ( = 0.047). Overall, this adjustment led to less significant differences among diagnostic groups. Specifically, with the adjusted ALPS index, PSP patients showed significantly lower ALPS index compared with healthy controls (right hemisphere: = 0.044; left hemisphere: = 0.029) and PD patients ( = 0.003 for the left hemisphere only). Our results suggest that crossing fibres significantly inflate the ALPS index and should be considered a critical pitfall of this method. This factor could partly explain the variability observed in previous studies. Unlike previous research, we observed no differences between PD and healthy controls, likely because most patients in our cohort were in the early phase of the disease. Thus, the ALPS index may not be a sensitive indicator of glymphatic function at least in the initial stages of neurodegeneration in PD.
神经影像中,对类淋巴系统功能进行无创评估已成为一个关键目标,沿血管周围间隙的扩散张量成像(DTI-ALPS)已成为实现这一目标的一种候选方法。有研究表明,ALPS指数降低表明类淋巴系统功能受损。然而,交叉纤维对ALPS指数的潜在影响尚未得到评估,这也是本横断面研究的目的。为此,我们对三组人群使用了DTI-ALPS:帕金森病(PD)组(n = 60,平均年龄63.3±1.5岁,男性33名)、进行性核上性麻痹(PSP)组(n = 17,平均年龄70.9±1.5岁,男性9名)和健康对照组(n = 41,平均年龄64.5±8.4岁,男性15名)。在对诊断不知情的情况下,通过在每个半球的投射纤维和联合纤维上手动放置两组感兴趣区域(ROI)来计算ALPS指数。标注进行了两次:一次在由分数各向异性加权的传统扩散编码彩色图上,一次在针对交叉纤维高发生率进行权重调整的图上。与健康对照组(右半球:P = 0.009;左半球:P < 0.001)和PD患者(右半球:P = 0.024;左半球:P < 0.001)相比,PSP患者的传统ALPS指数显著更低。健康对照组和PD患者之间没有差异。在调整ROI以避免交叉纤维区域后,健康对照组(右半球:P < 0.001;左半球:P < 0.001)和PD组(右半球:P < 0.001;左半球:P < 0.001)的ALPS指数显著降低。在PSP组中,仅右半球调整后的ALPS指数低于传统指数(P = 0.047)。总体而言,这种调整导致诊断组之间的差异不那么显著。具体而言,使用调整后的ALPS指数时,PSP患者的ALPS指数显著低于健康对照组(右半球:P = 0.044;左半球:P = 0.029)和PD患者(仅左半球P = 0.003)。我们的结果表明,交叉纤维会显著夸大ALPS指数,应被视为该方法的一个关键陷阱。这个因素可能部分解释了先前研究中观察到的变异性。与先前的研究不同,我们观察到PD患者和健康对照组之间没有差异,可能是因为我们队列中的大多数患者处于疾病的早期阶段。因此,至少在PD神经退行性变的初始阶段,ALPS指数可能不是类淋巴系统功能的敏感指标。