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
相关论文
共 50 条
  • [41] Differential Development of Inflammation and Insulin Resistance in Different Adipose Tissue Depots Along Aging in Wistar Rats: Effects of Caloric Restriction
    Sierra Rojas, Johanna X.
    Garcia-San Frutos, Miriam
    Horrillo, Daniel
    Lauzurica, Nuria
    Oliveros, Eva
    Maria Carrascosa, Jose
    Fernandez-Agullo, Teresa
    Ros, Manuel
    JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES, 2016, 71 (03): : 310 - 322
  • [42] Study on the Multitarget Synergistic Effects of Kai-Xin-San against Alzheimer's Disease Based on Systems Biology
    Guo, Sirui
    Wang, Jiahong
    Wang, Yunjia
    Zhang, Ying
    Bi, Kaishun
    Zhang, Zhou
    Li, Qing
    OXIDATIVE MEDICINE AND CELLULAR LONGEVITY, 2019, 2019
  • [43] Novel molecular mechanisms for the adaptogenic effects of herbal extracts on isolated brain cells using systems biology
    Panossian, Alexander
    Seo, Ean-Jeong
    Efferth, Thomas
    PHYTOMEDICINE, 2018, 50 : 257 - 284
  • [44] Anti-Inflamm-Aging Effects of Long-Term Caloric Restriction via Overexpression of SIGIRR to Inhibit NF-κB Signaling Pathway
    Xu, Xiao-meng
    Ning, Yi-Chun
    Wang, Wen-juan
    Liu, Jie-qiong
    Bai, Xue-yuan
    Sun, Xue-feng
    Cai, Guang-yan
    Chen, Xiang-mei
    CELLULAR PHYSIOLOGY AND BIOCHEMISTRY, 2015, 37 (04) : 1257 - 1270
  • [45] Bioinformatics and systems biology approaches to identify the effects of COVID-19 on neurodegenerative diseases: A review
    Bu, Fan
    Guan, Ruiqian
    Wang, Wanyu
    Liu, Zhao
    Yin, Shijie
    Zhao, Yonghou
    Chai, Jianbo
    MEDICINE, 2022, 101 (49)
  • [46] Evaluation of the Effects of Airborne Particulate Matter on Bone Marrow-Mesenchymal Stem Cells (BM-MSCs): Cellular, Molecular and Systems Biological Approaches
    Abu-Elmagd, Muhammad
    Alghamdi, Mansour A.
    Shamy, Magdy
    Khoder, Mamdouh I.
    Costa, Max
    Assidi, Mourad
    Kadam, Roaa
    Alsehli, Haneen
    Gari, Mamdooh
    Pushparaj, Peter Natesan
    Kalamegam, Gauthaman
    Al-Qahtani, Mohammed H.
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2017, 14 (04):
  • [47] Caloric restriction confers persistent anti-oxidative, pro-angiogenic, and anti-inflammatory effects and promotes anti-aging miRNA expression profile in cerebromicrovascular endothelial cells of aged rats
    Csiszar, Anna
    Gautam, Tripti
    Sosnowska, Danuta
    Tarantini, Stefano
    Banki, Eszter
    Tucsek, Zsuzsanna
    Toth, Peter
    Losonczy, Gyorgy
    Koller, Akos
    Reglodi, Dora
    Giles, Cory B.
    Wren, Jonathan D.
    Sonntag, William E.
    Ungvari, Zoltan
    AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 2014, 307 (03): : H292 - H306
  • [48] Bioinformatics and systems biology approaches to identify molecular targeting mechanism influenced by COVID-19 on heart failure
    Yang, Kezhen
    Liu, Jipeng
    Gong, Yu
    Li, Yinyin
    Liu, Qingguo
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [49] Bioinformatics and Systems Biology Approaches to Identify the Synergistic Effects of Alcohol Use Disorder on the Progression of Neurological Diseases
    Alam, Md Jahangir
    Rahman, Md Habibur
    Hossain, Md Arju
    Hoque, Md Robiul
    Aktaruzzaman, Md
    NEUROSCIENCE, 2024, 543 : 65 - 82
  • [50] Effects of Caloric Restriction with Protein Supplementation on Plasma Protein Profiles in Middle-Aged Women with Metabolic Syndrome-A Preliminary Open Study
    Chang, Chia-Yu
    Tung, Yu-Tang
    Lin, Yen-Kuang
    Liao, Chen-Chung
    Chiu, Ching-Feng
    Tung, Te-Hsuan
    Shabrina, Amalina
    Huang, Shih-Yi
    JOURNAL OF CLINICAL MEDICINE, 2019, 8 (02):