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Gene Expression Profiling and Pathway Network Analysis Predicts a Novel Antitumor Function for a Botanical-Derived Drug, PG2
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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4417974/ https://www.ncbi.nlm.nih.gov/pubmed/25972907 http://dx.doi.org/10.1155/2015/917345 |
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author | 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. |
author_facet | 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. |
author_sort | Kuo, Yu-Lun |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-4417974 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-44179742015-05-13 Gene Expression Profiling and Pathway Network Analysis Predicts a Novel Antitumor Function for a Botanical-Derived Drug, PG2 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. Evid Based Complement Alternat Med Research Article 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. Hindawi Publishing Corporation 2015 2015-04-20 /pmc/articles/PMC4417974/ /pubmed/25972907 http://dx.doi.org/10.1155/2015/917345 Text en Copyright © 2015 Yu-Lun Kuo et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article 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. Gene Expression Profiling and Pathway Network Analysis Predicts a Novel Antitumor Function for a Botanical-Derived Drug, PG2 |
title | Gene Expression Profiling and Pathway Network Analysis Predicts a Novel Antitumor Function for a Botanical-Derived Drug, PG2 |
title_full | Gene Expression Profiling and Pathway Network Analysis Predicts a Novel Antitumor Function for a Botanical-Derived Drug, PG2 |
title_fullStr | Gene Expression Profiling and Pathway Network Analysis Predicts a Novel Antitumor Function for a Botanical-Derived Drug, PG2 |
title_full_unstemmed | Gene Expression Profiling and Pathway Network Analysis Predicts a Novel Antitumor Function for a Botanical-Derived Drug, PG2 |
title_short | Gene Expression Profiling and Pathway Network Analysis Predicts a Novel Antitumor Function for a Botanical-Derived Drug, PG2 |
title_sort | gene expression profiling and pathway network analysis predicts a novel antitumor function for a botanical-derived drug, pg2 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4417974/ https://www.ncbi.nlm.nih.gov/pubmed/25972907 http://dx.doi.org/10.1155/2015/917345 |
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