Rus Tomaž, Mlakar Jernej, Ležaić Luka, Vo An, Nguyen Nha, Tang Chris, Fiorini Michele, Prieto Elena, Marti-Andres Gloria, Arbizu Javier, Eidelberg David, Trošt Maja
Department of Neurology, University Medical Centre, Ljubljana, Slovenia.
Medical Faculty, University of Ljubljana, Ljubljana, Slovenia.
Eur J Neurol. 2023 Apr;30(4):1035-1047. doi: 10.1111/ene.15669. Epub 2023 Jan 12.
Although sporadic Creutzfeldt-Jakob disease (sCJD) is a rare cause of dementia, it is critical to understand its functional networks as the prion protein spread throughout the brain may share similar mechanisms with other more common neurodegenerative disorders. In this study, the metabolic brain network associated with sCJD was investigated and its internal network organization was explored.
We explored 2-[ F]fluoro-2-deoxy-d-glucose positron emission tomography (FDG-PET) brain scans of 29 sCJD patients, 56 normal controls (NCs) and 46 other dementia patients from two independent centers. sCJD-related pattern (CJDRP) was identified in a cohort of 16 pathologically proven sCJD patients and 16 age-matched NCs using scaled subprofile modeling/principal component analysis and was prospectively validated in an independent cohort of 13 sCJD patients and 20 NCs. The pattern's specificity was tested on other dementia patients and its clinical relevance by clinical correlations. The pattern's internal organization was further studied using graph theory methods.
The CJDRP was characterized by relative hypometabolism in the bilateral caudate, thalami, middle and superior frontal gyri, parietal lobe and posterior cingulum in association with relative hypermetabolism in the hippocampi, parahippocampal gyri and cerebellum. The pattern's expression significantly discriminated sCJD from NCs and other dementia patients (p < 0.005; receiver operating characteristic analysis CJD vs. NCs area under the curve [AUC] 0.90-0.96, sCJD vs. Alzheimer's disease AUC 0.78, sCJD vs. behavioral variant of frontotemporal dementia AUC 0.84). The pattern's expression significantly correlated with cognitive, functional decline and disease duration. The metabolic connectivity analysis revealed inefficient information transfer with specific network reorganization.
The CJDRP is a robust metabolic biomarker of sCJD. Due to its excellent clinical correlations it has the potential to monitor disease in emerging disease-modifying trials.
尽管散发性克雅氏病(sCJD)是痴呆症的罕见病因,但了解其功能网络至关重要,因为朊病毒蛋白在大脑中的传播可能与其他更常见的神经退行性疾病具有相似机制。在本研究中,我们对与sCJD相关的代谢脑网络进行了研究,并探索了其内部网络组织。
我们对来自两个独立中心的29例sCJD患者、56例正常对照(NC)和46例其他痴呆症患者的2-[F]氟-2-脱氧-D-葡萄糖正电子发射断层扫描(FDG-PET)脑部扫描进行了分析。使用缩放子轮廓建模/主成分分析在一组16例经病理证实的sCJD患者和16例年龄匹配的NC中识别出sCJD相关模式(CJDRP),并在一个由13例sCJD患者和20例NC组成的独立队列中进行前瞻性验证。在其他痴呆症患者中测试该模式的特异性,并通过临床相关性检验其临床意义。使用图论方法进一步研究该模式的内部组织。
CJDRP的特征是双侧尾状核、丘脑、额中回和额上回、顶叶和后扣带回相对代谢减低,同时海马、海马旁回和小脑相对代谢增高。该模式的表达能显著区分sCJD与NC及其他痴呆症患者(p < 0.005;接受者操作特征分析,CJD与NC的曲线下面积[AUC]为0.90 - 0.96,sCJD与阿尔茨海默病的AUC为0.78,sCJD与额颞叶痴呆行为变异型的AUC为0.84)。该模式的表达与认知、功能衰退及病程显著相关。代谢连接性分析显示信息传递效率低下且存在特定的网络重组。
CJDRP是sCJD的一种可靠代谢生物标志物。由于其与临床的良好相关性,它有潜力在新兴的疾病修饰试验中用于监测疾病。