Magnetic Resonance Core Facility, Institut d'Investigacions Biomeiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
Institute for Research & Innovation in Health (i3S), University of Porto, Porto, Portugal.
Sci Rep. 2022 Oct 10;12(1):16958. doi: 10.1038/s41598-022-20962-6.
Brain damage associated with Alzheimer's disease (AD) occurs even decades before the symptomatic onset, raising the need to investigate its progression from prodromal stages. In this context, animal models that progressively display AD pathological hallmarks (e.g. TgF344-AD) become crucial. Translational technologies, such as magnetic resonance spectroscopy (MRS), enable the longitudinal metabolic characterization of this disease. However, an integrative approach is required to unravel the complex metabolic changes underlying AD progression, from early to advanced stages. TgF344-AD and wild-type (WT) rats were studied in vivo on a 7 Tesla MRI scanner, for longitudinal quantitative assessment of brain metabolic profile changes using MRS. Disease progression was investigated at 4 time points, from 9 to 18 months of age, and in 4 regions: cortex, hippocampus, striatum, and thalamus. Compared to WT, TgF344-AD rats replicated common findings in AD patients, including decreased N-acetylaspartate in the cortex, hippocampus and thalamus, and decreased glutamate in the thalamus and striatum. Different longitudinal evolution of metabolic concentration was observed between TgF344-AD and WT groups. Namely, age-dependent trajectories differed between groups for creatine in the cortex and thalamus and for taurine in cortex, with significant decreases in Tg344-AD animals; whereas myo-inositol in the thalamus and striatum showed greater increase along time in the WT group. Additional analysis revealed divergent intra- and inter-regional metabolic coupling in each group. Thus, in cortex, strong couplings of N-acetylaspartate and creatine with myo-inositol in WT, but with taurine in TgF344-AD rats were observed; whereas in the hippocampus, myo-inositol, taurine and choline compounds levels were highly correlated in WT but not in TgF344-AD animals. Furthermore, specific cortex-hippocampus-striatum metabolic crosstalks were found for taurine levels in the WT group but for myo-inositol levels in the TgF344-AD rats. With a systems biology perspective of metabolic changes in AD pathology, our results shed light into the complex spatio-temporal metabolic rewiring in this disease, reported here for the first time. Age- and tissue-dependent imbalances between myo-inositol, taurine and other metabolites, such as creatine, unveil their role in disease progression, while pointing to the inadequacy of the latter as an internal reference for quantification.
与阿尔茨海默病(AD)相关的脑损伤甚至在出现症状前几十年就已经发生,这就需要研究其从前驱期到进展期的进展情况。在这种情况下,逐渐表现出 AD 病理特征的动物模型(例如 TgF344-AD)变得至关重要。磁共振波谱(MRS)等转化技术可实现对该疾病的纵向代谢特征分析。然而,为了从早期到晚期阶段揭示 AD 进展过程中复杂的代谢变化,需要采用综合方法。在 7 特斯拉 MRI 扫描仪上对 TgF344-AD 和野生型(WT)大鼠进行了体内研究,使用 MRS 对大脑代谢谱变化进行了纵向定量评估。在 9 至 18 个月的 4 个时间点研究了疾病的进展,并在 4 个区域(皮质、海马体、纹状体和丘脑)进行了研究。与 WT 相比,TgF344-AD 大鼠复制了 AD 患者的常见发现,包括皮质、海马体和丘脑的 N-乙酰天冬氨酸减少,以及丘脑和纹状体的谷氨酸减少。TgF344-AD 和 WT 组之间观察到不同的代谢浓度纵向演变。即,WT 组中,皮质和丘脑的肌酸以及皮质中的牛磺酸在各组之间存在年龄依赖性轨迹差异,Tg344-AD 动物的水平显著降低;而 WT 组中,丘脑和纹状体中的肌醇随着时间的推移增加更大。进一步的分析揭示了各组内和组间代谢耦合的不同。因此,在皮质中,WT 组中 N-乙酰天冬氨酸和肌酸与肌醇之间存在强烈的耦合,但在 TgF344-AD 大鼠中与牛磺酸之间存在强烈的耦合;而在海马体中,WT 组中的肌醇、牛磺酸和胆碱化合物水平高度相关,但在 TgF344-AD 动物中则没有。此外,在 WT 组中发现了牛磺酸水平的特定皮质-海马体-纹状体代谢串扰,但在 TgF344-AD 大鼠中发现了肌醇水平的特定皮质-海马体-纹状体代谢串扰。从 AD 病理学中代谢变化的系统生物学角度来看,我们的结果揭示了该疾病中复杂的时空代谢重布线,这是首次在此报道。肌醇、牛磺酸和其他代谢物(如肌酸)之间的年龄和组织依赖性失衡揭示了它们在疾病进展中的作用,同时也指出了后者作为定量内部参考的不足。