Thalamic nuclei changes in early and late onset Alzheimer's disease

Gonzalo Forno , Manojkumar Saranathan , Jose Contador , Nuria Guillen , Neus Falgàs , Adrià Tort-Merino , Mircea Balasa , Raquel Sanchez-Valle , Michael Hornberger , Albert Lladó
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引用次数: 3

Abstract

Alzheimer's disease (AD) is the most common cause of dementia worldwide. Increasing evidence points to the thalamus as an important hub in the clinical symptomatology of the disease, with the ‘limbic thalamus’ been described as especially vulnerable. In this work, we examined thalamic atrophy in early-onset AD (EOAD) and late-onset AD (LOAD) compared to young and old healthy controls (YHC and OHC, respectively) using a recently developed cutting-edge thalamic nuclei segmentation method. A deep learning variant of Thalamus Optimized Multi Atlas Segmentation (THOMAS) was used to parcellate 11 thalamic nuclei per hemisphere from T1-weighted MRI in 88 biomarker-confirmed AD patients (49 EOAD and 39 LOAD) and 58 healthy controls (41 YHC and 17 OHC) with normal AD biomarkers. Nuclei volumes were compared among groups using MANCOVA. Further, Pearson's correlation coefficient was computed between thalamic nuclear volume and cortical—subcortical regions, CSF tau levels, and neuropsychological scores. The results showed widespread thalamic nuclei atrophy in EOAD and LOAD compared to their respective healthy control groups, with EOAD showing additional atrophy in the centromedian and ventral lateral posterior nuclei compared to YHC. In EOAD, increased thalamic nuclei atrophy was associated with posterior parietal atrophy and worse visuospatial abilities, while LOAD thalamic nuclei atrophy was preferentially associated with medial temporal atrophy and worse episodic memory and executive function. Our findings suggest that thalamic nuclei may be differentially affected in AD according to the age at symptoms onset, associated with specific cortical—subcortical regions, CSF total tau and cognition.

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早发性和晚发性阿尔茨海默病的丘脑核改变
阿尔茨海默病(AD)是全世界痴呆症最常见的病因。越来越多的证据表明,丘脑是该疾病临床症状的重要枢纽,“边缘丘脑”被描述为特别脆弱。在这项工作中,我们使用最近开发的尖端丘脑核分割方法,与年轻和老年健康对照组(分别为YHC和OHC)相比,检测了早发性AD(EOAD)和晚发性AD的丘脑萎缩。使用丘脑优化多图谱分割(THOMAS)的深度学习变体,从88名生物标志物确诊的AD患者(49名EOAD和39名LOAD)和58名具有正常AD生物标志物的健康对照(41名YHC和17名OHC)的T1加权MRI中,对每个半球的11个丘脑核进行分割。使用MANCOVA比较各组之间的细胞核体积。此外,还计算了丘脑核体积与皮质-皮质下区域、CSF tau水平和神经心理评分之间的Pearson相关系数。结果显示,与各自的健康对照组相比,EOAD和LOAD的丘脑核普遍萎缩,与YHC相比,EOAD的中央正中核和腹外侧后核进一步萎缩。在EOAD中,丘脑核萎缩增加与后顶叶萎缩和视觉空间能力较差有关,而LOAD丘脑核萎缩优先与内侧颞叶萎缩和情节记忆和执行功能较差有关。我们的研究结果表明,AD患者的丘脑核可能根据症状发作时的年龄而受到不同的影响,这与特定的皮质下区域、CSF总τ和认知有关。
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