Barcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain.
BarcelonaTech, Universitat Politècnica de Catalunya (UPC), Barcelona, Spain.
Brain. 2020 Mar 1;143(3):976-992. doi: 10.1093/brain/awaa011.
Research into hippocampal self-regulation abilities may help determine the clinical significance of hippocampal hyperactivity throughout the pathophysiological continuum of Alzheimer's disease. In this study, we aimed to identify the effects of amyloid-β peptide 42 (amyloid-β42) and phosphorylated tau on the patterns of functional connectomics involved in hippocampal downregulation. We identified 48 cognitively unimpaired participants (22 with elevated CSF amyloid-β peptide 42 levels, 15 with elevated CSF phosphorylated tau levels, mean age of 62.705 ± 4.628 years), from the population-based 'Alzheimer's and Families' study, with baseline MRI, CSF biomarkers, APOE genotyping and neuropsychological evaluation. We developed a closed-loop, real-time functional MRI neurofeedback task with virtual reality and tailored it for training downregulation of hippocampal subfield cornu ammonis 1 (CA1). Neurofeedback performance score, cognitive reserve score, hippocampal volume, number of apolipoprotein ε4 alleles and sex were controlled for as confounds in all cross-sectional analyses. First, using voxel-wise multiple regression analysis and controlling for CSF biomarkers, we identified the effect of healthy ageing on eigenvector centrality, a measure of each voxel's overall influence based on iterative whole-brain connectomics, during hippocampal CA1 downregulation. Then, controlling for age, we identified the effects of abnormal CSF amyloid-β42 and phosphorylated tau levels on eigenvector centrality during hippocampal CA1 downregulation. Across subjects, our main findings during hippocampal downregulation were: (i) in the absence of abnormal biomarkers, age correlated with eigenvector centrality negatively in the insula and midcingulate cortex, and positively in the inferior temporal gyrus; (ii) abnormal CSF amyloid-β42 (<1098) correlated negatively with eigenvector centrality in the anterior cingulate cortex and primary motor cortex; and (iii) abnormal CSF phosphorylated tau levels (>19.2) correlated with eigenvector centrality positively in the ventral striatum, anterior cingulate and somatosensory cortex, and negatively in the precuneus and orbitofrontal cortex. During resting state functional MRI, similar eigenvector centrality patterns in the cingulate had previously been associated to CSF biomarkers in mild cognitive impairment and dementia patients. Using the developed closed-loop paradigm, we observed such patterns, which are characteristic of advanced disease stages, during a much earlier presymptomatic phase. In the absence of CSF biomarkers, our non-invasive, interactive, adaptive and gamified neuroimaging procedure may provide important information for clinical prognosis and monitoring of therapeutic efficacy. We have released the developed paradigm and analysis pipeline as open-source software to facilitate replication studies.
研究海马体的自我调节能力可能有助于确定阿尔茨海默病病理生理学连续体中海马体过度活跃的临床意义。在这项研究中,我们旨在确定淀粉样β肽 42(amyloid-β42)和磷酸化 tau 对涉及海马体下调的功能连接组学模式的影响。我们从基于人群的“阿尔茨海默病和家庭”研究中确定了 48 名认知正常的参与者(22 名脑脊液淀粉样β肽 42 水平升高,15 名脑脊液磷酸化 tau 水平升高,平均年龄为 62.705±4.628 岁),他们具有基线 MRI、脑脊液生物标志物、APOE 基因分型和神经心理学评估。我们开发了一种闭环、实时功能磁共振成像神经反馈任务,结合虚拟现实技术,针对海马体 CA1 区的下调进行了定制。在所有的横断面分析中,神经反馈表现评分、认知储备评分、海马体体积、载脂蛋白 E4 等位基因数量和性别被控制为混杂因素。首先,我们使用体素-wise 多元回归分析,并控制脑脊液生物标志物,确定了健康老化对特征向量中心度的影响,特征向量中心度是一种基于迭代全脑连接组学的每个体素整体影响的度量,在海马体 CA1 区的下调过程中。然后,我们控制年龄,确定了异常 CSF amyloid-β42 和 phosphorylated tau 水平对海马体 CA1 下调过程中特征向量中心度的影响。在所有受试者中,我们在海马体下调过程中的主要发现包括:(i)在没有异常生物标志物的情况下,年龄与岛叶和中扣带回皮质的特征向量中心度呈负相关,与颞下回的特征向量中心度呈正相关;(ii)异常 CSF amyloid-β42(<1098)与前扣带皮质和初级运动皮质的特征向量中心度呈负相关;(iii)异常 CSF phosphorylated tau 水平(>19.2)与腹侧纹状体、前扣带和体感皮质的特征向量中心度呈正相关,与楔前叶和眶额皮质的特征向量中心度呈负相关。在静息态功能磁共振成像中,先前在轻度认知障碍和痴呆患者的脑脊液生物标志物中观察到与扣带相关的类似特征向量中心度模式。使用开发的闭环范式,我们在一个更早的无症状阶段观察到了这种在疾病晚期才具有的特征模式。在没有脑脊液生物标志物的情况下,我们的非侵入性、交互性、适应性和游戏化的神经影像学程序可能为临床预后和治疗效果监测提供重要信息。我们已经将开发的范式和分析管道作为开源软件发布,以促进复制研究。