Deciphering molecular determinants of chemotherapy in gastrointestinal malignancy using systems biology approaches

被引:6
作者
Lin, Li-Ling [1 ]
Huang, Hsuan-Cheng [2 ]
Juan, Hsueh-Fen [1 ,3 ,4 ]
机构
[1] Natl Yang Ming Univ, Inst Mol & Cellular Biol, Dept Life Sci, Taipei 112, Taiwan
[2] Natl Yang Ming Univ, Ctr Syst & Synthet Biol, Inst Biomed Informat, Taipei 112, Taiwan
[3] Natl Taiwan Univ, Genome & Syst Biol Degree Program, Taipei 10764, Taiwan
[4] Natl Taiwan Univ, Grad Inst Biomed Elect & Bioinformat, Taipei 10764, Taiwan
关键词
GASTRIC-CANCER CELLS; METASTATIC COLORECTAL-CANCER; 5-FLUOROURACIL RESISTANCE; MULTIDRUG-RESISTANCE; NETWORK MEDICINE; DRUG-RESISTANCE; GROWTH-FACTOR; EXPRESSION; IDENTIFICATION; PROTEOMICS;
D O I
10.1016/j.drudis.2014.04.016
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Gastrointestinal cancers are asymptomatic in early tumor development, leading to high mortality rates. Peri- or postoperative chemotherapy is a common strategy used to prolong the life expectancy of patients with these diseases. Understanding the molecular mechanisms by which anticancer drugs exert their effect is crucial to the development of anticancer therapies, especially when drug resistance occurs and an alternative drug is needed. By integrating high-throughput techniques and computational modeling to explore biological systems at different levels, from gene expressions to networks, systems biology approaches have been successfully applied in various fields of cancer research. In this review, we highlight chemotherapy studies that reveal potential signatures using microarray analysis, next-generation sequencing (NGS), proteomic and metabolomic approaches for the treatment of gastrointestinal cancers.
引用
收藏
页码:1402 / 1409
页数:8
相关论文
共 59 条
  • [1] Alcindor T, 2011, CURR ONCOL, V18, P18
  • [2] The role of spermidine/spermine N1-acetyltransferase in determining response to chemotherapeutic agents in colorectal cancer cells
    Allen, Wendy L.
    McLean, Estelle G.
    Boyer, John
    McCulla, Andrea
    Wilson, Peter M.
    Coyle, Vicky
    Longley, Daniel B.
    Casero, Robert A., Jr.
    Johnston, Patrick G.
    [J]. MOLECULAR CANCER THERAPEUTICS, 2007, 6 (01) : 128 - 137
  • [3] A Systems Biology Approach Identifies SART1 as a Novel Determinant of Both 5-Fluorouracil and SN38 Drug Resistance in Colorectal Cancer
    Allen, Wendy L.
    Stevenson, Leanne
    Coyle, Vicky M.
    Jithesh, Puthen V.
    Proutski, Irina
    Carson, Gail
    Gordon, Michael A.
    Lenz, Heinz-Josef D.
    Van Schaeybroeck, Sandra
    Longley, Daniel B.
    Johnston, Patrick G.
    [J]. MOLECULAR CANCER THERAPEUTICS, 2012, 11 (01) : 119 - 131
  • [4] Opinion - Survivin, cancer networks and pathway-directed drug discovery
    Altieri, Dario C.
    [J]. NATURE REVIEWS CANCER, 2008, 8 (01) : 61 - 70
  • [5] [Anonymous], 2012, Stochastic Modelling for Systems Biology
  • [6] Pharmacometabonomic Profiling as a Predictor of Toxicity in Patients with Inoperable Colorectal Cancer Treated with Capecitabine
    Backshall, Alexandra
    Sharma, Rohini
    Clarke, Stephen J.
    Keun, Hector C.
    [J]. CLINICAL CANCER RESEARCH, 2011, 17 (09) : 3019 - 3028
  • [7] The Impact of Network Medicine in Gastroenterology and Hepatology
    Baffy, Gyoergy
    [J]. CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2013, 11 (10) : 1240 - 1244
  • [8] Baldwin E. L., 2005, Current Medicinal Chemistry - Anti-Cancer Agents, V5, P363, DOI 10.2174/1568011054222364
  • [9] Physiologically Based Mathematical Models to Optimize Therapies Against Metastatic Colorectal Cancer: A Mini-Review
    Ballesta, Annabelle
    Clairambault, Jean
    [J]. CURRENT PHARMACEUTICAL DESIGN, 2014, 20 (01) : 37 - 48
  • [10] Classification of HER2/neu Status in Gastric Cancer Using a Breast-Cancer Derived Proteome Classifier
    Balluff, Benjamin
    Elsner, Mareike
    Kowarsch, Andreas
    Rauser, Sandra
    Meding, Stephan
    Schuhmacher, Christoph
    Feith, Marcus
    Herrmann, Ken
    Rocken, Christoph
    Schmid, Roland M.
    Hofler, Heinz
    Walch, Axel
    Ebert, Matthias P.
    [J]. JOURNAL OF PROTEOME RESEARCH, 2010, 9 (12) : 6317 - 6322