Gene Expression Profiling and Pathway Network Analysis Predicts a Novel Antitumor Function for a Botanical-Derived Drug, PG2

被引:18
作者
Kuo, Yu-Lun [1 ]
Chen, Chun-Houh [2 ]
Chuang, Tsung-Hsien [3 ]
Hua, Wei-Kai [4 ]
Lin, Wey-Jinq [4 ]
Hsu, Wei-Hsiang [4 ]
Chang, Peter Mu-Hsin [5 ,6 ]
Hsu, Shih-Lan [7 ]
Huang, Tse-Hung [8 ,9 ,10 ]
Kao, Cheng-Yan [1 ,11 ]
Huang, Chi-Ying F. [4 ,12 ,13 ]
机构
[1] Natl Taiwan Univ, Dept Comp Sci & Informat Engn, Taipei 10617, Taiwan
[2] Acad Sinica, Inst Stat Sci, Taipei 11529, Taiwan
[3] Natl Hlth Res Inst, Immunol Res Ctr, Zhunan 35053, Miaoli County, Taiwan
[4] Natl Yang Ming Univ, Inst Biopharmaceut Sci, Taipei 11221, Taiwan
[5] Natl Yang Ming Univ, Inst Clin Med, Taipei 11221, Taiwan
[6] Taipei Vet Gen Hosp, Dept Med, Div Hematol & Oncol, Taipei 11217, Taiwan
[7] Taichung Vet Gen Hosp, Dept Educ & Res, Taichung 40705, Taiwan
[8] Chang Gung Mem Hosp, Dept Tradit Chinese Med, Keelung 20401, Taiwan
[9] Chang Gung Univ, Grad Inst Clin Med Sci, Taoyuan 33302, Taiwan
[10] Chang Gung Univ, Grad Inst Tradit Chinese Med, Taoyuan 33302, Taiwan
[11] Natl Taiwan Univ, Grad Inst Biomed Elect & Bioinformat, Taipei 10617, Taiwan
[12] Natl Yang Ming Univ, Dept Biotechnol, Taipei 11221, Taiwan
[13] Natl Yang Ming Univ, Lab Sci Med, Taipei 11221, Taiwan
关键词
TRADITIONAL CHINESE MEDICINE; HUMAN NKT CELLS; ASTRAGALUS POLYSACCHARIDES; THERAPEUTIC TARGET; BETA-LAPACHONE; IMMUNE; ACTIVATION; INHIBITION; APOPTOSIS; CHEMOSENSITIVITY;
D O I
10.1155/2015/917345
中图分类号
R [医药、卫生];
学科分类号
10 ;
摘要
PG2 is a botanical drug that is mostly composed of Astragalus polysaccharides (APS). Its role in hematopoiesis and relieving cancer-related fatigue has recently been clinically investigated in cancer patients. However, systematic analyses of its functions are still limited. The aim of this study was to use microarray-based expression profiling to evaluate the quality and consistency of PG2 from three different product batches and to study biological mechanisms of PG2. An integrative molecular analysis approach has been designed to examine significant PG2-induced signatures in HL-60 leukemia cells. A quantitative analysis of gene expression signatures was conducted for PG2 by hierarchical clustering of correlation coefficients. The results showed that PG2 product batches were consistent and of high quality. These batches were also functionally equivalent to each other with regard to how they modulated the immune and hematopoietic systems. Within the PG2 signature, there were live genes associated with doxorubicin: IL-8, MDM4, BCL2, PRODH2, and BIRC5. Moreover, the combination of PG2 and doxorubicin had a synergistic effect on induced cell death in HL-60 cells. Together with the bioinformatics-based approach, gene expression profiling provided a quantitative measurement for the quality and consistency of herbal medicines and revealed new roles (e.g., immune modulation) for PG2 in cancer treatment.
引用
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页数:15
相关论文
共 56 条
[21]   The ConsensusPathDB interaction database: 2013 update [J].
Kamburov, Atanas ;
Stelzl, Ulrich ;
Lehrach, Hans ;
Herwig, Ralf .
NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) :D793-D800
[22]   Interleukin-8 associates with adhesion, migration, invasion and chemosensitivity of human gastric cancer cells [J].
Kuai, Wen-Xia ;
Wang, Qiong ;
Yang, Xiao-Zhong ;
Zhao, Yao ;
Yu, Ren ;
Tang, Xiao-Jun .
WORLD JOURNAL OF GASTROENTEROLOGY, 2012, 18 (09) :979-985
[23]   STITCH 3: zooming in on protein-chemical interactions [J].
Kuhn, Michael ;
Szklarczyk, Damian ;
Franceschini, Andrea ;
von Mering, Christian ;
Jensen, Lars Juhl ;
Bork, Peer .
NUCLEIC ACIDS RESEARCH, 2012, 40 (D1) :D876-D880
[24]   Innovation - The Connectivity Map: a new tool for biomedical research [J].
Lamb, Justin .
NATURE REVIEWS CANCER, 2007, 7 (01) :54-60
[25]   From NPC Therapeutic Target Identification to Potential Treatment Strategy [J].
Lan, Ming-Ying ;
Chen, Chi-Long ;
Lin, Kuan-Ting ;
Lee, Sheng-An ;
Yang, Wu-Lung R. ;
Hsu, Chun-Nan ;
Wu, Jaw-Ching ;
Ho, Ching-Yin ;
Lin, Jin-Ching ;
Huang, Chi-Ying F. .
MOLECULAR CANCER THERAPEUTICS, 2010, 9 (09) :2511-2523
[26]  
Li J, 2008, IMMUNOPHARM IMMUNOT, V30, P771, DOI [10.1080/08923970802279183, 10.1080/08923970802279183 ]
[27]   Inhibiting effect of Astragalus polysaccharides on the functions of CD4+CD25highTreg cells in the tumor microenvironment of human hepatocellular carcinoma [J].
Li Qiang ;
Bao Jian-min ;
Li Xiao-li ;
Zhang Ti ;
Shen Xiao-hong .
CHINESE MEDICAL JOURNAL, 2012, 125 (05) :786-793
[28]   Three advantages of using traditional Chinese medicine to prevent and treat tumor [J].
Ling, Chang-Quan ;
Yue, Xiao-Qiang ;
Ling, Chen .
JOURNAL OF INTEGRATIVE MEDICINE-JIM, 2014, 12 (04) :331-335
[29]   S-MDM4 mRNA overexpression indicates a poor prognosis and marks a potential therapeutic target in chronic lymphocytic leukemia [J].
Liu, Ling ;
Fan, Lei ;
Fang, Cheng ;
Zou, Zhi-Jian ;
Yang, Shu ;
Zhang, Li-Na ;
Li, Jian-Yong ;
Xu, Wei .
CANCER SCIENCE, 2012, 103 (12) :2056-2063
[30]   Histopathologic Alterations Associated with Global Gene Expression Due to Chronic Dietary TCDD Exposure in Juvenile Zebrafish [J].
Liu, Qing ;
Spitsbergen, Jan M. ;
Cariou, Ronan ;
Huang, Chun-Yuan ;
Jiang, Nan ;
Goetz, Giles ;
Hutz, Reinhold J. ;
Tonellato, Peter J. ;
Carvan, Michael J., III .
PLOS ONE, 2014, 9 (07)