Smith Graham R, Shanley Daryl P
Centre for Integrated Systems Biology of Ageing & Nutrition (CISBAN), Institute for Ageing and Health, Newcastle University, Campus for Ageing and Vitality, Newcastle upon Tyne NE4 5PL, UK.
BMC Syst Biol. 2013 May 24;7:41. doi: 10.1186/1752-0509-7-41.
Existing models of insulin signalling focus on short term dynamics, rather than the longer term dynamics necessary to understand many physiologically relevant behaviours. We have developed a model of insulin signalling in rodent adipocytes that includes both transcriptional feedback through the Forkhead box type O (FOXO) transcription factor, and interaction with oxidative stress, in addition to the core pathway. In the model Reactive Oxygen Species are both generated endogenously and can be applied externally. They regulate signalling though inhibition of phosphatases and induction of the activity of Stress Activated Protein Kinases, which themselves modulate feedbacks to insulin signalling and FOXO.
Insulin and oxidative stress combined produce a lower degree of activation of insulin signalling than insulin alone. Fasting (nutrient withdrawal) and weak oxidative stress upregulate antioxidant defences while stronger oxidative stress leads to a short term activation of insulin signalling but if prolonged can have other effects including degradation of the insulin receptor substrate (IRS1) and FOXO. At high insulin the protective effect of moderate oxidative stress may disappear.
Our model is consistent with a wide range of experimental data, some of which is difficult to explain. Oxidative stress can have effects that are both up- and down-regulatory on insulin signalling. Our model therefore shows the complexity of the interaction between the two pathways and highlights the need for such integrated computational models to give insight into the dysregulation of insulin signalling along with more data at the individual level.A complete SBML model file can be downloaded from BIOMODELS (https://www.ebi.ac.uk/biomodels-main) with unique identifier MODEL1212210000.Other files and scripts are available as additional files with this journal article and can be downloaded from https://github.com/graham1034/Smith2012_insulin_signalling.
现有的胰岛素信号模型侧重于短期动态变化,而非理解许多生理相关行为所需的长期动态变化。我们构建了一个啮齿动物脂肪细胞中的胰岛素信号模型,该模型除了核心通路外,还包括通过叉头框O型(FOXO)转录因子的转录反馈以及与氧化应激的相互作用。在该模型中,活性氧既可以内源性产生,也可以外部施加。它们通过抑制磷酸酶和诱导应激激活蛋白激酶的活性来调节信号传导,而应激激活蛋白激酶本身又会调节对胰岛素信号和FOXO的反馈。
胰岛素和氧化应激共同作用时,产生的胰岛素信号激活程度低于单独使用胰岛素时。禁食(营养剥夺)和弱氧化应激会上调抗氧化防御,而较强的氧化应激会导致胰岛素信号的短期激活,但如果持续时间过长,可能会产生其他影响,包括胰岛素受体底物(IRS1)和FOXO的降解。在高胰岛素水平下,适度氧化应激的保护作用可能消失。
我们的模型与广泛的实验数据一致,其中一些数据难以解释。氧化应激对胰岛素信号传导既有上调作用,也有下调作用。因此,我们的模型展示了这两条通路之间相互作用的复杂性,并强调了需要这种综合计算模型来深入了解胰岛素信号失调以及个体水平上更多的数据。完整的SBML模型文件可从生物模型数据库(https://www.ebi.ac.uk/biomodels-main)下载,唯一标识符为MODEL1212210000。其他文件和脚本可作为本期刊文章的附加文件获取,可从https://github.com/graham1034/Smith2012_insulin_signalling下载。