Vita-Salute San Raffaele University, Milan, Italy; Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy; Department of Neurology, S. Andrea Hospital, University of Piemonte Orientale, Vercelli, Italy.
ALS Centre, Department of Neurology, Maggiore della Carità Hospital, University of Piemonte Orientale, Novara, Italy.
Neuroimage Clin. 2022;36:103222. doi: 10.1016/j.nicl.2022.103222. Epub 2022 Oct 5.
The ALS diagnosis requires an integrative approach, combining the clinical examination and supporting tests. Nevertheless, in several cases, the diagnosis proves to be suboptimal, and for this reason, new diagnostic methods and novel biomarkers are catching on. The F-fluorodeoxyglucose (F-FDG)-PET could be a helpful method, but it still requires additional research for sensitivity and specificity. We performed an F-FDG-PET single-subject analysis in a sample of familial ALS patients carrying different gene mutations, investigating the genotype-phenotype correlations and exploring metabolism correlations with clinical and neuropsychological data.
We included ten ALS patients with pathogenic gene mutation who underwent a complete clinical and neuropsychological evaluation and an F-FDG-PET scan at baseline. Patients were recruited between 2018 and 2022 at the ALS Tertiary Centre in Novara, Italy. Patients were selected based on the presence of ALS gene mutation (C9orf72, SOD1, TBK1, and KIF5A). Following a validated voxel-based Statistical Parametric Mapping (SPM) procedure, we obtained hypometabolism maps at single-subject level. We extracted regional hypometabolism from the SPM maps, grouping significant hypometabolism regions into three meta-ROIs (motor, prefrontal association and limbic). Then, the corresponding F-FDG-PET regional hypometabolism was correlated with clinical and neuropsychological features.
Classifying the patients with C9orf72-ALS based on the rate of disease progression from symptoms onset to the time of scan, we observed two different patterns of brain hypometabolism: an extensive motor and prefrontal hypometabolism in patients classified as fast progressors, and a more limited brain hypometabolism in patients grouped as slow progressors. Patients with SOD1-ALS showed a hypometabolic pattern involving the motor cortex and prefrontal association regions, with a minor involvement of the limbic regions. The patient with TBK1-ALS showed an extended hypometabolism, in limbic systems, along with typical motor involvement, while the hypometabolism in the patient with KIF5A-ALS involved almost exclusively the motor regions, supporting the predominantly motor impairment linked to this gene mutation. Additionally, we observed strong correlations between the hypometabolism in the motor, prefrontal association and limbic meta-ROI and the specific neuropsychological performances.
To our knowledge, this is the first study investigating brain hypometabolism at the single-subject level in genetic ALS patients carrying different mutations. Our results show high heterogeneity in the hypometabolism maps and some commonalities in groups sharing the same mutation. Specifically, in patients with C9orf72-ALS the brain hypometabolism was larger in patients classified as fast progressors than slow progressors. In addition, in the whole group, the brain metabolism showed specific correlations with clinical and neuropsychological impairment, confirming the ability of F-FDG-PET in revealing pattern of neuronal dysfunction, aiding the diagnostic workup in genetic ALS patients.
ALS 的诊断需要综合评估,结合临床检查和辅助检查。然而,在某些情况下,诊断结果并不理想,因此,新的诊断方法和新型生物标志物应运而生。18F-氟代脱氧葡萄糖(18F-FDG)-正电子发射断层扫描(PET)可能是一种有用的方法,但它仍然需要进一步研究以提高其敏感性和特异性。我们对携带不同基因突变的家族性 ALS 患者进行了 18F-FDG-PET 单病例分析,研究了基因型-表型相关性,并探讨了代谢与临床和神经心理学数据的相关性。
我们纳入了 10 名携带致病性基因突变的 ALS 患者,这些患者接受了完整的临床和神经心理学评估以及基线 18F-FDG-PET 扫描。患者于 2018 年至 2022 年在意大利诺瓦拉的 ALS 三级中心招募。根据 ALS 基因突变(C9orf72、SOD1、TBK1 和 KIF5A)选择患者。采用经过验证的基于体素的统计参数映射(SPM)程序,我们获得了单病例水平的代谢低下图谱。我们从 SPM 图谱中提取区域代谢低下,将显著代谢低下区域分为三个元区域(运动、前额叶联合和边缘系统)。然后,将相应的 18F-FDG-PET 区域代谢低下与临床和神经心理学特征相关联。
根据从症状出现到扫描时间的疾病进展速度对 C9orf72-ALS 患者进行分类,我们观察到两种不同的脑代谢低下模式:快速进展者表现为广泛的运动和前额叶代谢低下,而缓慢进展者表现为更局限的脑代谢低下。SOD1-ALS 患者表现为涉及运动皮质和前额叶联合区域的代谢低下,边缘区域受累较少。TBK1-ALS 患者表现为广泛的代谢低下,涉及边缘系统,伴有典型的运动受累,而 KIF5A-ALS 患者的代谢低下几乎完全局限于运动区域,支持与该基因突变相关的主要运动障碍。此外,我们观察到运动、前额叶联合和边缘系统元区域的代谢低下与特定神经心理学表现之间存在强烈相关性。
据我们所知,这是第一项在携带不同突变的遗传性 ALS 患者中进行的针对个体进行脑代谢低下研究。我们的研究结果表明,在代谢低下图谱中存在高度异质性,在具有相同突变的组中存在一些共同性。具体来说,在 C9orf72-ALS 患者中,快速进展者的脑代谢低下程度大于缓慢进展者。此外,在整个组中,脑代谢与临床和神经心理学损害具有特定相关性,证实了 18F-FDG-PET 能够揭示神经元功能障碍的模式,有助于遗传性 ALS 患者的诊断评估。