Centre for Molecular Informatics, Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK.
AbsoluteAi Ltd, London, UK.
Alzheimers Res Ther. 2023 Mar 14;15(1):52. doi: 10.1186/s13195-023-01182-0.
A key histopathological hallmark of Alzheimer's disease (AD) is the presence of neurofibrillary tangles of aggregated microtubule-associated protein tau in neurons. Anle138b is a small molecule which has previously shown efficacy in mice in reducing tau aggregates and rescuing AD disease phenotypes.
In this work, we employed bioinformatics analysis-including pathway enrichment and causal reasoning-of an in vitro tauopathy model. The model consisted of cultured rat cortical neurons either unseeded or seeded with tau aggregates derived from human AD patients, both of which were treated with Anle138b to generate hypotheses for its mode of action. In parallel, we used a collection of human target prediction models to predict direct targets of Anle138b based on its chemical structure.
Combining the different approaches, we found evidence supporting the hypothesis that the action of Anle138b involves several processes which are key to AD progression, including cholesterol homeostasis and neuroinflammation. On the pathway level, we found significantly enriched pathways related to these two processes including those entitled "Superpathway of cholesterol biosynthesis" and "Granulocyte adhesion and diapedesis". With causal reasoning, we inferred differential activity of SREBF1/2 (involved in cholesterol regulation) and mediators of the inflammatory response such as NFKB1 and RELA. Notably, our findings were also observed in Anle138b-treated unseeded neurons, meaning that the inferred processes are independent of tau pathology and thus represent the direct action of the compound in the cellular system. Through structure-based ligand-target prediction, we predicted the intracellular cholesterol carrier NPC1 as well as NF-κB subunits as potential targets of Anle138b, with structurally similar compounds in the model training set known to target the same proteins.
This study has generated feasible hypotheses for the potential mechanism of action of Anle138b, which will enable the development of future molecular interventions aiming to reduce tau pathology in AD patients.
阿尔茨海默病(AD)的一个关键组织病理学特征是神经元中聚集的微管相关蛋白 tau 的神经原纤维缠结。Anle138b 是一种小分子,先前已在小鼠中显示出降低 tau 聚集并挽救 AD 疾病表型的功效。
在这项工作中,我们使用了包括途径富集和因果推理在内的体外 tau 病模型的生物信息学分析。该模型由培养的大鼠皮质神经元组成,这些神经元要么未接种,要么接种了源自人类 AD 患者的 tau 聚集物,两者均用 Anle138b 处理,以生成其作用模式的假设。同时,我们使用了一系列人类靶标预测模型,根据其化学结构预测 Anle138b 的直接靶标。
结合不同的方法,我们找到了支持 Anle138b 的作用涉及 AD 进展的几个关键过程的假设的证据,包括胆固醇稳态和神经炎症。在途径水平上,我们发现与这两个过程相关的显著富集途径,包括“胆固醇生物合成超级途径”和“粒细胞黏附和渗出”。通过因果推理,我们推断出 SREBF1/2(参与胆固醇调节)和炎症反应的介质,如 NFKB1 和 RELA 的活性不同。值得注意的是,我们的发现也在 Anle138b 处理的未接种神经元中观察到,这意味着推断出的过程独立于 tau 病理学,因此代表了化合物在细胞系统中的直接作用。通过基于结构的配体-靶标预测,我们预测 NPC1 作为 Anle138b 的潜在靶标,该靶标是细胞内胆固醇载体,并且在模型训练集中已知具有相似结构的化合物靶向相同的蛋白质。
这项研究为 Anle138b 的潜在作用机制生成了可行的假设,这将为开发旨在减少 AD 患者 tau 病理学的未来分子干预措施提供依据。