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基因表达谱分析和通路网络分析预测一种植物源药物PG2的新型抗肿瘤功能。

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

作者信息

Kuo Yu-Lun, Chen Chun-Houh, Chuang Tsung-Hsien, Hua Wei-Kai, Lin Wey-Jinq, Hsu Wei-Hsiang, Chang Peter Mu-Hsin, Hsu Shih-Lan, Huang Tse-Hung, Kao Cheng-Yan, Huang Chi-Ying F

机构信息

Department of Computer Science and Information Engineering, National Taiwan University, No. 1, Section 4, Roosevelt Road, Taipei 10617, Taiwan.

Institute of Statistical Science, Academia Sinica, No. 128, Section 2, Academia Road, Nankang, Taipei 11529, Taiwan.

出版信息

Evid Based Complement Alternat Med. 2015;2015:917345. doi: 10.1155/2015/917345. Epub 2015 Apr 20.

Abstract

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 five 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.

摘要

PG2是一种植物药,主要由黄芪多糖(APS)组成。其在造血和缓解癌症相关疲劳方面的作用最近已在癌症患者中进行了临床研究。然而,对其功能的系统分析仍然有限。本研究的目的是使用基于微阵列的表达谱来评估来自三个不同产品批次的PG2的质量和一致性,并研究PG2的生物学机制。设计了一种综合分子分析方法来检查PG2在HL-60白血病细胞中诱导的显著特征。通过相关系数的层次聚类对PG2进行基因表达特征的定量分析。结果表明,PG2产品批次一致且质量高。这些批次在调节免疫和造血系统方面在功能上也彼此等效。在PG2特征中,有五个与阿霉素相关的基因:IL-8、MDM4、BCL2、PRODH2和BIRC5。此外,PG2和阿霉素的组合对HL-60细胞诱导的细胞死亡具有协同作用。基因表达谱与基于生物信息学的方法一起,为草药的质量和一致性提供了定量测量,并揭示了PG2在癌症治疗中的新作用(例如免疫调节)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dc57/4417974/7dcdb73fbf8b/ECAM2015-917345.001.jpg

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