Systems biology approaches to study the molecular effects of caloric restriction and polyphenols on aging processes

被引:14
作者
Lacroix, Sebastien [1 ]
Lauria, Mario [1 ]
Scott-Boyer, Marie-Pier [1 ]
Marchetti, Luca [1 ]
Priami, Corrado [1 ,2 ]
Caberlotto, Laura [1 ]
机构
[1] Univ Trento, Ctr Computat Syst Biol COSBI, Microsoft Res, Piazza Manifattura 1, I-38068 Rovereto, Italy
[2] Univ Trento, Dept Math, I-38123 Povo, Italy
关键词
Network analysis; Multi-omics integration; Glutamate receptors; Oxidative stress; Inflammation; Healthy aging; OXIDATIVE STRESS; DIETARY RESTRICTION; COGNITIVE FUNCTION; NETWORK ANALYSIS; GENE NETWORKS; RESVERATROL; AGE; EXPRESSION; TOOL; SUPPLEMENTATION;
D O I
10.1007/s12263-015-0508-9
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Worldwide population is aging, and a large part of the growing burden associated with age-related conditions can be prevented or delayed by promoting healthy lifestyle and normalizing metabolic risk factors. However, a better understanding of the pleiotropic effects of available nutritional interventions and their influence on the multiple processes affected by aging is needed to select and implement the most promising actions. New methods of analysis are required to tackle the complexity of the interplay between nutritional interventions and aging, and to make sense of a growing amount of -omics data being produced for this purpose. In this paper, we review how various systems biology-inspired methods of analysis can be applied to the study of the molecular basis of nutritional interventions promoting healthy aging, notably caloric restriction and polyphenol supplementation. We specifically focus on the role that different versions of network analysis, molecular signature identification and multi-omics data integration are playing in elucidating the complex mechanisms underlying nutrition, and provide some examples on how to extend the application of these methods using available microarray data.
引用
收藏
页码:1 / 10
页数:10
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