Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA.
Department of Neurology, Case Western Reserve University, Cleveland, OH, USA.
Ann Neurol. 2023 Oct;94(4):632-646. doi: 10.1002/ana.26738. Epub 2023 Aug 23.
Microtubule-associated protein tau (MAPT) mutations cause frontotemporal lobar degeneration, and novel biomarkers are urgently needed for early disease detection. We used task-free functional magnetic resonance imaging (fMRI) mapping, a promising biomarker, to analyze network connectivity in symptomatic and presymptomatic MAPT mutation carriers.
We compared cross-sectional fMRI data between 17 symptomatic and 39 presymptomatic carriers and 81 controls with (1) seed-based analyses to examine connectivity within networks associated with the 4 most common MAPT-associated clinical syndromes (ie, salience, corticobasal syndrome, progressive supranuclear palsy syndrome, and default mode networks) and (2) whole-brain connectivity analyses. We applied K-means clustering to explore connectivity heterogeneity in presymptomatic carriers at baseline. Neuropsychological measures, plasma neurofilament light chain, and gray matter volume were compared at baseline and longitudinally between the presymptomatic subgroups defined by their baseline whole-brain connectivity profiles.
Symptomatic and presymptomatic carriers had connectivity disruptions within MAPT-syndromic networks. Compared to controls, presymptomatic carriers showed regions of connectivity alterations with age. Two presymptomatic subgroups were identified by clustering analysis, exhibiting predominantly either whole-brain hypoconnectivity or hyperconnectivity at baseline. At baseline, these two presymptomatic subgroups did not differ in neuropsychological measures, although the hypoconnectivity subgroup had greater plasma neurofilament light chain levels than controls. Longitudinally, both subgroups showed visual memory decline (vs controls), yet the subgroup with baseline hypoconnectivity also had worsening verbal memory and neuropsychiatric symptoms, and extensive bilateral mesial temporal gray matter decline.
Network connectivity alterations arise as early as the presymptomatic phase. Future studies will determine whether presymptomatic carriers' baseline connectivity profiles predict symptomatic conversion. ANN NEUROL 2023;94:632-646.
微管相关蛋白 tau(MAPT)突变可导致额颞叶变性,目前急需新型生物标志物来进行早期疾病检测。我们使用无任务功能磁共振成像(fMRI)图谱,这是一种很有前途的生物标志物,来分析有症状和无症状 MAPT 突变携带者的网络连通性。
我们对比了 17 名有症状和 39 名无症状的携带者与 81 名对照者的横断面 fMRI 数据,采用(1)种子点分析法,来检测与 4 种最常见的 MAPT 相关临床综合征(即突显网络、皮质基底节综合征、进行性核上性麻痹综合征和默认模式网络)相关的网络内连接性,以及(2)全脑连接性分析。我们采用 K 均值聚类分析来探索无症状携带者的基线连接性异质性。在基线和纵向,我们根据其全脑连接性图谱,将无症状亚组进行定义,比较了神经心理学指标、血浆神经丝轻链和灰质体积。
有症状和无症状携带者的 MAPT 综合征网络内的连接性受到破坏。与对照组相比,无症状携带者的连接性改变与年龄相关。聚类分析发现了两个无症状亚组,在基线时表现为全脑连接性普遍减少或增加。在基线时,这两个无症状亚组的神经心理学指标无差异,但连接性减少亚组的血浆神经丝轻链水平高于对照组。纵向研究中,两个亚组均表现出视觉记忆减退(与对照组相比),但基线连接性减少亚组还出现了言语记忆和神经精神症状恶化,以及双侧内侧颞叶灰质的广泛下降。
网络连通性改变早在无症状期就已出现。未来的研究将确定无症状携带者的基线连接性图谱是否可以预测其症状的转化。