Computational modeling of the effects of autophagy on amyloid-β peptide levels.

Kyungreem Han, Soon Ho Kim, MooYoung Choi
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引用次数: 10

Abstract

Background: Autophagy is an evolutionarily conserved intracellular process that is used for delivering proteins and organelles to the lysosome for degradation. For decades, autophagy has been speculated to regulate amyloid-β peptide (Aβ) accumulation, which is involved in Alzheimer's disease (AD); however, specific autophagic effects on the Aβ kinetics only have begun to be explored.

Results: We develop a mathematical model for autophagy with respect to Aβ kinetics and perform simulations to understand the quantitative relationship between Aβ levels and autophagy activity. In the case of an abnormal increase in the Aβ generation, the degradation, secretion, and clearance rates of Aβ are significantly changed, leading to increased levels of Aβ. When the autophagic Aβ degradation is defective in addition to the increased Aβ generation, the Aβ-regulation failure is accompanied by elevated concentrations of autophagosome and autolysosome, which may further clog neurons.

Conclusions: The model predicts that modulations of different steps of the autophagy pathway (i.e., Aβ sequestration, autophagosome maturation, and intralysosomal hydrolysis) have significant step-specific and combined effects on the Aβ levels and thus suggests therapeutic and preventive implications of autophagy in AD.

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自噬对淀粉样蛋白-β肽水平影响的计算模型。
背景:自噬是一种进化上保守的细胞内过程,用于将蛋白质和细胞器传递给溶酶体进行降解。几十年来,自噬一直被推测可以调节淀粉样蛋白β肽(Aβ)的积累,这与阿尔茨海默病(AD)有关;然而,特异性自噬对Aβ动力学的影响才刚刚开始探索。结果:我们建立了一个关于a β动力学的自噬数学模型,并进行了模拟,以了解a β水平与自噬活性之间的定量关系。在Aβ生成异常增加的情况下,Aβ的降解、分泌和清除率显著改变,导致Aβ水平升高。当自噬性Aβ降解出现缺陷时,除了Aβ生成增加外,Aβ调节失败还伴随着自噬体和自溶体浓度升高,从而进一步阻塞神经元。结论:该模型预测自噬途径的不同步骤(即Aβ隔离、自噬体成熟和溶酶体内水解)的调节对Aβ水平具有显著的步骤特异性和联合作用,从而提示自噬在AD中的治疗和预防意义。
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Theoretical Biology and Medical Modelling
Theoretical Biology and Medical Modelling MATHEMATICAL & COMPUTATIONAL BIOLOGY-
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6-12 weeks
期刊介绍: Theoretical Biology and Medical Modelling is an open access peer-reviewed journal adopting a broad definition of "biology" and focusing on theoretical ideas and models associated with developments in biology and medicine. Mathematicians, biologists and clinicians of various specialisms, philosophers and historians of science are all contributing to the emergence of novel concepts in an age of systems biology, bioinformatics and computer modelling. This is the field in which Theoretical Biology and Medical Modelling operates. We welcome submissions that are technically sound and offering either improved understanding in biology and medicine or progress in theory or method.
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