Punzi Miriam, Sestieri Carlo, Picerni Eleonora, Chiarelli Antonio Maria, Padulo Caterina, Delli Pizzi Andrea, Tullo Maria Giulia, Tosoni Annalisa, Granzotto Alberto, Della Penna Stefania, Onofrj Marco, Ferretti Antonio, Delli Pizzi Stefano, Sensi Stefano L
Department of Neuroscience, Imaging, and Clinical Sciences, University "G. D'Annunzio of Chieti-Pescara", Chieti, 66100, Italy.
Molecular Neurology Unit, Center for Advanced Studies and Technology (CAST), University "G. D'Annunzio of Chieti-Pescara", Chieti, 66100, Italy.
Heliyon. 2024 Mar 8;10(6):e27429. doi: 10.1016/j.heliyon.2024.e27429. eCollection 2024 Mar 30.
The hippocampus and amygdala are the first brain regions to show early signs of Alzheimer's Disease (AD) pathology. AD is preceded by a prodromal stage known as Mild Cognitive Impairment (MCI), a crucial crossroad in the clinical progression of the disease. The topographical development of AD has been the subject of extended investigation. However, it is still largely unknown how the transition from MCI to AD affects specific hippocampal and amygdala subregions. The present study is set to answer that question. We analyzed data from 223 subjects: 75 healthy controls, 52 individuals with MCI, and 96 AD patients obtained from the ADNI. The MCI group was further divided into two subgroups depending on whether individuals in the 48 months following the diagnosis either remained stable (N = 21) or progressed to AD (N = 31). A MANCOVA test evaluated group differences in the volume of distinct amygdala and hippocampal subregions obtained from magnetic resonance images. Subsequently, a stepwise linear discriminant analysis (LDA) determined which combination of magnetic resonance imaging parameters was most effective in predicting the conversion from MCI to AD. The predictive performance was assessed through a Receiver Operating Characteristic analysis. AD patients displayed widespread subregional atrophy. MCI individuals who progressed to AD showed selective atrophy of the hippocampal subiculum and tail compared to stable MCI individuals, who were undistinguishable from healthy controls. Converter MCI showed atrophy of the amygdala's accessory basal, central, and cortical nuclei. The LDA identified the hippocampal subiculum and the amygdala's lateral and accessory basal nuclei as significant predictors of MCI conversion to AD. The analysis returned a sensitivity value of 0.78 and a specificity value of 0.62. These findings highlight the importance of targeted assessments of distinct amygdala and hippocampus subregions to help dissect the clinical and pathophysiological development of the MCI to AD transition.
海马体和杏仁核是最早出现阿尔茨海默病(AD)病理早期迹象的脑区。AD之前有一个前驱阶段,称为轻度认知障碍(MCI),这是该疾病临床进展中的一个关键转折点。AD的地形学发展一直是广泛研究的主题。然而,从MCI到AD的转变如何影响特定的海马体和杏仁核亚区域在很大程度上仍然未知。本研究旨在回答这个问题。我们分析了来自223名受试者的数据:75名健康对照者、52名MCI个体和96名从ADNI获得的AD患者。MCI组根据诊断后48个月内个体是保持稳定(N = 21)还是进展为AD(N = 31)进一步分为两个亚组。一项多变量协方差分析(MANCOVA)测试评估了从磁共振图像获得的不同杏仁核和海马体亚区域体积的组间差异。随后,逐步线性判别分析(LDA)确定磁共振成像参数的哪种组合在预测从MCI到AD的转变方面最有效。通过受试者工作特征分析评估预测性能。AD患者表现出广泛的亚区域萎缩。与稳定的MCI个体相比,进展为AD的MCI个体表现出海马体下托和尾部的选择性萎缩,而稳定的MCI个体与健康对照者没有区别。进展型MCI表现出杏仁核辅助基底核、中央核和皮质核的萎缩。LDA确定海马体下托以及杏仁核的外侧核和辅助基底核是MCI转变为AD的重要预测指标。该分析得出的敏感度值为0.78,特异度值为0.62。这些发现突出了对不同的杏仁核和海马体亚区域进行靶向评估的重要性,以帮助剖析MCI到AD转变的临床和病理生理发展过程。