Salvadó Gemma, Shekari Mahnaz, Falcon Carles, Operto Grégory, Milà-Alomà Marta, Sánchez-Benavides Gonzalo, Cacciaglia Raffaele, Arenaza-Urquijo Eider, Niñerola-Baizán Aida, Perissinotti Andrés, Minguillon Carolina, Fauria Karine, Kollmorgen Gwendlyn, Suridjan Ivonne, Molinuevo José Luis, Zetterberg Henrik, Blennow Kaj, Suárez-Calvet Marc, Gispert Juan Domingo
Barcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain.
Centro de Investigación Biomédica en Red Bioingeniería, Biomateriales y Nanomedicina, (CIBER-BBN), Barcelona, Spain.
Brain Commun. 2022 May 24;4(3):fcac134. doi: 10.1093/braincomms/fcac134. eCollection 2022.
Higher grey matter volumes/cortical thickness and fluorodeoxyglucose uptake have been consistently found in cognitively unimpaired individuals with abnormal Alzheimer's disease biomarkers compared with those with normal biomarkers. It has been hypothesized that such transient increases may be associated with neuroinflammatory mechanisms triggered in response to early Alzheimer's pathology. Here, we evaluated, in the earliest stages of the Alzheimer's , associations between grey matter volume and fluorodeoxyglucose uptake with CSF biomarkers of several pathophysiological mechanisms known to be altered in preclinical Alzheimer's disease stages. We included 319 cognitively unimpaired participants from the ALFA+ cohort with available structural MRI, fluorodeoxyglucose PET and CSF biomarkers of amyloid-β and tau pathology (phosphorylated tau and total tau), synaptic dysfunction (neurogranin), neuronal and axonal injury (neurofilament light), glial activation (soluble triggering receptor on myeloid cells 2, YKL40, GFAP, interleukin-6 and S100b) and α-synuclein using the Roche NeuroToolKit. We first used the amyloid-β/tau framework to investigate differences in the neuroimaging biomarkers between preclinical Alzheimer's disease stages. Then, we looked for associations between the neuroimaging markers and all the CSF markers. Given the non-negative nature of the concentrations of CSF biomarkers and their high collinearity, we clustered them using non-negative matrix factorization approach (components) and sought associations with the imaging markers. By groups, higher grey matter volumes were found in the amyloid-β-positive tau-negative participants with respect to the reference amyloid-β-negative tau-negative group. Both amyloid-β and tau-positive participants showed higher fluorodeoxyglucose uptake than tau-negative individuals. Using the obtained components, we observed that tau pathology accompanied by YKL-40 (astrocytic marker) was associated with higher grey matter volumes and fluorodeoxyglucose uptake in extensive brain areas. Higher grey matter volumes in key Alzheimer-related regions were also found in association with two other components characterized by a higher expression of amyloid-β in combination with different glial markers: one with higher GFAP and S100b levels (astrocytic markers) and the other one with interleukin-6 (pro-inflammatory). Notably, these components' expression had different behaviours across amyloid-β/tau stages. Taken together, our results show that CSF amyloid-β and phosphorylated tau, in combination with different aspects of glial response, have distinctive associations with higher grey matter volumes and increased glucose metabolism in key Alzheimer-related regions. These mechanisms combine to produce transient higher grey matter volumes and fluorodeoxyglucose uptake at the earliest stages of the Alzheimer's , which may revert later on the course of the disease when neurodegeneration drives structural and metabolic cerebral changes.
与生物标志物正常的个体相比,在阿尔茨海默病生物标志物异常但认知未受损的个体中,一直发现其灰质体积/皮质厚度和氟脱氧葡萄糖摄取量更高。据推测,这种短暂增加可能与早期阿尔茨海默病病理引发的神经炎症机制有关。在此,我们在阿尔茨海默病的最早阶段,评估了灰质体积和氟脱氧葡萄糖摄取与几种已知在临床前阿尔茨海默病阶段发生改变的病理生理机制的脑脊液生物标志物之间的关联。我们纳入了来自ALFA+队列的319名认知未受损参与者,他们有可用的结构MRI、氟脱氧葡萄糖PET以及淀粉样蛋白-β和tau病理(磷酸化tau和总tau)、突触功能障碍(神经颗粒素)、神经元和轴突损伤(神经丝轻链)、胶质细胞活化(髓样细胞上的可溶性触发受体2、YKL40、GFAP、白细胞介素-6和S100b)以及α-突触核蛋白的脑脊液生物标志物,使用罗氏神经工具包进行检测。我们首先使用淀粉样蛋白-β/tau框架来研究临床前阿尔茨海默病阶段神经影像学生物标志物的差异。然后,我们寻找神经影像标志物与所有脑脊液标志物之间的关联。鉴于脑脊液生物标志物浓度的非负性质及其高共线性,我们使用非负矩阵分解方法(成分)对它们进行聚类,并寻找与影像标志物的关联。按组来看,与参考的淀粉样蛋白-β阴性tau阴性组相比,淀粉样蛋白-β阳性tau阴性参与者的灰质体积更高。淀粉样蛋白-β和tau均阳性的参与者比tau阴性个体表现出更高的氟脱氧葡萄糖摄取。使用获得的成分,我们观察到伴有YKL-40(星形胶质细胞标志物)的tau病理与广泛脑区更高的灰质体积和氟脱氧葡萄糖摄取有关。在关键的阿尔茨海默病相关区域,更高的灰质体积还与另外两个成分有关,这两个成分的特征是淀粉样蛋白-β与不同的胶质细胞标志物结合后表达更高:一个是GFAP和S100b水平更高(星形胶质细胞标志物),另一个是白细胞介素-6(促炎)。值得注意的是,这些成分的表达在淀粉样蛋白-β/tau阶段有不同的表现。综上所述,我们的结果表明,脑脊液淀粉样蛋白-β和磷酸化tau,与胶质细胞反应的不同方面相结合,与关键的阿尔茨海默病相关区域更高的灰质体积和葡萄糖代谢增加有独特的关联。这些机制共同作用,在阿尔茨海默病的最早阶段产生短暂的更高灰质体积和氟脱氧葡萄糖摄取,而当神经退行性变驱动大脑结构和代谢变化时,在疾病进程后期可能会恢复。