Systems Biology Approaches in Autophagy Research

被引:1
|
作者
Bao, Jinku [1 ]
Liu, Bo [2 ]
Wu, Chuanfang [1 ]
机构
[1] Sichuan Univ, Coll Life Sci, Minist Educ, Key Lab Bioresource & Ecoenvironm, Chengdu 610065, Sichuan, Peoples R China
[2] Sichuan Univ, West China Hosp, State Key Lab Biotherapy, Chengdu 610041, Sichuan, Peoples R China
关键词
Autophagy; Systems biology; Multi-omics; Interaction network; DISEASE;
D O I
10.1007/978-981-15-4272-5_52
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
As a classical form of programmed cell death, autophagy is widely involved in cellular metabolism and vital for the maintenance of homeostasis in physiological and pathological states. With multiple levels of regulation and signaling integrated in, autography presents complicated relevance with various diseases, such as cancer and neurological diseases. The emerging subject, systems biology, along with multi-omics approaches, offers a new strategy to investigate these interactive processes from a holistic perspective. In this chapter, we focus on the systems biology method for autophagy research and introduce essential research skills and procedures. The critical step of systematic study is to explore interplay between biological molecules based on massive biological data, which requires construction of networks in different biological levels, modification, and identification of key pathways and targets via optimized algorithm and experimental verification. Guided by systems biology research, drug design can thus be strengthened by efficient screening and accurate evaluation. Overall, systems biology promises to act as a powerful tool which both helps to clarify the profound mechanism and to develop efficacious medicine.
引用
收藏
页码:699 / 706
页数:8
相关论文
共 50 条
  • [1] Systems biology approaches in cell signaling research
    Chen, RE
    Thorner, J
    [J]. GENOME BIOLOGY, 2005, 6 (10)
  • [2] Systems biology approaches in cell signaling research
    Raymond E Chen
    Jeremy Thorner
    [J]. Genome Biology, 6
  • [3] Systems biology of fungal autophagy
    Marten, Mark R.
    Moss, Bill
    Ramsubramaniam, Nikhil
    Sripathineni, Usha
    Silva, Mariana
    Yankaskas, Chris
    Kirsch, Brian
    Falat, Cheyenne
    Courtney, Colleen
    Simon, LaTonya
    Harris, Steven
    [J]. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2012, 243
  • [4] Approaches to complexity reduction in a systems biology research environment (sycamore)
    Surovtsova, Irina
    Sahle, Sven
    Pahle, Jargen
    Kummer, Ursula
    [J]. PROCEEDINGS OF THE 2006 WINTER SIMULATION CONFERENCE, VOLS 1-5, 2006, : 1683 - +
  • [5] A systems biology approach to learning autophagy
    Klionsky, Daniel J.
    Kumar, Anuj
    [J]. AUTOPHAGY, 2006, 2 (01) : 12 - 23
  • [6] Integrative systems biology and networks in autophagy
    Ng, Aylwin C. Y.
    [J]. SEMINARS IN IMMUNOPATHOLOGY, 2010, 32 (04) : 355 - 361
  • [7] Integrative systems biology and networks in autophagy
    Aylwin C. Y. Ng
    [J]. Seminars in Immunopathology, 2010, 32 : 355 - 361
  • [8] Exploring Systems Biology Approaches to Traditional Chinese Medicine Cancer Research
    Xi, Dan
    White, Jeffrey D.
    [J]. 2009 INTERNATIONAL JOINT CONFERENCE ON BIOINFORMATICS, SYSTEMS BIOLOGY AND INTELLIGENT COMPUTING, PROCEEDINGS, 2009, : 367 - 370
  • [9] Integrative approaches for systems biology
    Kahlem, P.
    [J]. NEW BIOTECHNOLOGY, 2010, 27 : S9 - S9
  • [10] Systems biology approaches for toxicology
    Slikker, William, Jr.
    Paule, Merle G.
    Wright, Linnzi K. M.
    Patterson, Tucker A.
    Wang, Cheng
    [J]. JOURNAL OF APPLIED TOXICOLOGY, 2007, 27 (03) : 201 - 217