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Systems biology of ageing and longevity

机译:衰老和长寿的系统生物学

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摘要

Ageing is intrinsically complex, being driven by multiple causal mechanisms. Each mechanism tends to be partially supported by data indicating that it has a role in the overall cellular and molecular pathways underlying the ageing process. However, the magnitude of this role is usually modest. The systems biology approach combines (i) data-driven modelling, often using the large volumes of data generated by functional genomics technologies, and (ii) hypothesis-driven experimental studies to investigate causal pathways and identify their parameter values in an unusually quantitative manner, which enables the contributions of individual mechanisms and their interactions to be better understood, and allows for the design of experiments explicitly to test the complex predictions arising from such models. A clear example of the success of the systems biology approach in unravelling the complexity of ageing can be seen in recent studies on cell replicative senescence, revealing interactions between mitochondrial dysfunction, telomere erosion and DNA damage. An important challenge also exists in connecting the network of (random) damage-driven proximate mechanisms of ageing with the higher level (genetically specified) signalling pathways that influence longevity. This connection is informed by actions of natural selection on the determinants of ageing and longevity
机译:老化本质上是复杂的,受多种因果机制驱动。每种机制都倾向于部分地得到数据的支持,这些数据表明它在衰老过程的整个细胞和分子途径中起作用。但是,这种作用的程度通常很小。系统生物学方法结合了(i)数据驱动的建模(通常使用功能基因组学技术生成的大量数据)和(ii)假设驱动的实验研究来研究因果关系并以异常定量的方式确定其参数值,这样可以更好地理解各个机制及其相互作用的作用,并可以明确设计实验来测试由此类模型产生的复杂预测。在有关细胞复制衰老的最新研究中可以看到,系统生物学方法成功揭示了衰老的复杂性的一个明显例子,揭示了线粒体功能障碍,端粒侵蚀和DNA损伤之间的相互作用。在将(随机)损害驱动的衰老机制网络与影响寿命的更高水平(遗传指定)的信号通路连接起来时,也存在一个重要的挑战。这种联系是通过自然选择行动决定衰老和寿命的

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