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Signaling networks in MS: A systems-based approach to developing new pharmacological therapies

机译:MS中的信号网络:一种基于系统的方法,用于开发新的药理疗法

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摘要

The pathogenesis of multiple sclerosis (MS) involves alterations to multiple pathways and processes, which represent a significant challenge for developing more-effective therapies. Systems biology approaches that study pathway dysregulation should offer benefits by integrating molecular networks and dynamic models with current biological knowledge for understanding disease heterogeneity and response to therapy. In MS, abnormalities have been identified in several cytokine-signaling pathways, as well as those of other immune receptors. Among the downstream molecules implicated are Jak/Stat, NF-Kb, ERK1/3, p38 or Jun/Fos. Together, these data suggest that MS is likely to be associated with abnormalities in apoptosis/cell death, microglia activation, blood-brain barrier functioning, immune responses, cytokine production, and/or oxidative stress, although which pathways contribute to the cascade of damage and can be modulated remains an open question. While current MS drugs target some of these pathways, others remain untouched. Here, we propose a pragmatic systems analysis approach that involves the large-scale extraction of processes and pathways relevant to MS. These data serve as a scaffold on which computational modeling can be performed to identify disease subgroups based on the contribution of different processes. Such an analysis, targeting these relevant MS-signaling pathways, offers the opportunity to accelerate the development of novel individual or combination therapies.
机译:多发性硬化症(MS)的发病机制涉及多种途径和过程的改变,这对开发更有效的疗法提出了重大挑战。研究途径失调的系统生物学方法应通过将分子网络和动态模型与当前的生物学知识相结合来提供益处,以了解疾病的异质性和对治疗的反应。在MS中,已经在几种细胞因子信号通路以及其他免疫受体的通路中发现异常。涉及的下游分子包括Jak / Stat,NF-Kb,ERK1 / 3,p38或Jun / Fos。总之,这些数据表明,MS可能与细胞凋亡/细胞死亡,小胶质细胞活化,血脑屏障功能,免疫反应,细胞因子产生和/或氧化应激异常有关,尽管哪些途径导致了损伤级联能否进行调制仍然是一个悬而未决的问题。尽管当前的MS药物靶向其中一些途径,但其他途径仍未触及。在这里,我们提出了一种实用的系统分析方法,该方法涉及大规模提取与MS相关的过程和途径。这些数据充当了一个支架,可以基于不同过程的贡献在其上执行计算模型来识别疾病亚组。针对这些相关的MS信号通路的此类分析为加速新型个体或联合疗法的开发提供了机会。

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