Cargando…
Database screening of herbal monomers regulating autophagy by constructing a "disease-gene-drug" network
BACKGROUND: Studies suggest an important role of autophagy as a target for cancer therapy. We constructed a "disease-gene-drug" network using the modular approach of bioinformatics and screened herbal monomers demonstrating functions related to autophagy regulation. METHODS: Based on the m...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4295301/ https://www.ncbi.nlm.nih.gov/pubmed/25475428 http://dx.doi.org/10.1186/1472-6882-14-466 |
_version_ | 1782352821130100736 |
---|---|
author | Hao, Chenjun Yang, Zhengpeng Gao, Bo Lu, Ming Meng, Xianzhi Qiao, Xin Xue, Dongbo Zhang, Weihui |
author_facet | Hao, Chenjun Yang, Zhengpeng Gao, Bo Lu, Ming Meng, Xianzhi Qiao, Xin Xue, Dongbo Zhang, Weihui |
author_sort | Hao, Chenjun |
collection | PubMed |
description | BACKGROUND: Studies suggest an important role of autophagy as a target for cancer therapy. We constructed a "disease-gene-drug" network using the modular approach of bioinformatics and screened herbal monomers demonstrating functions related to autophagy regulation. METHODS: Based on the microarray results of the gene expression omnibus (GEO) database (GSE2435 and GSE31040, starvation-induced autophagy model), we used the human protein reference database (HPRD) to obtain the protein-protein interaction (PPI) network. In addition, we used the CFinder software to identify several functional modules, performed gene ontology-biological process (GO-BP) functional enrichment analysis using the DAVID software, constructed a herbal monomer-module gene regulatory network using literature search and the Cytoscape software, and then analyzed the relationships between autophagy, genes, and herbal monomers. RESULTS: We screened 544 differentially expressed genes related to autophagy, 375 pairs of differentially expressed genes, and 7 gene modules, wherein the functions of module 3 (composed of 7 genes) were enriched in "cell death". Using the constructed herbal monomer-module gene regulatory network, we found that 30 herbal monomers can simultaneously regulate these 7 genes, indicating a potential regulatory role in autophagy. CONCLUSIONS: Database screening using the disease-gene-drug network can provide new strategies and ideas for the application of herbal medicines in cancer therapy. |
format | Online Article Text |
id | pubmed-4295301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-42953012015-01-16 Database screening of herbal monomers regulating autophagy by constructing a "disease-gene-drug" network Hao, Chenjun Yang, Zhengpeng Gao, Bo Lu, Ming Meng, Xianzhi Qiao, Xin Xue, Dongbo Zhang, Weihui BMC Complement Altern Med Research Article BACKGROUND: Studies suggest an important role of autophagy as a target for cancer therapy. We constructed a "disease-gene-drug" network using the modular approach of bioinformatics and screened herbal monomers demonstrating functions related to autophagy regulation. METHODS: Based on the microarray results of the gene expression omnibus (GEO) database (GSE2435 and GSE31040, starvation-induced autophagy model), we used the human protein reference database (HPRD) to obtain the protein-protein interaction (PPI) network. In addition, we used the CFinder software to identify several functional modules, performed gene ontology-biological process (GO-BP) functional enrichment analysis using the DAVID software, constructed a herbal monomer-module gene regulatory network using literature search and the Cytoscape software, and then analyzed the relationships between autophagy, genes, and herbal monomers. RESULTS: We screened 544 differentially expressed genes related to autophagy, 375 pairs of differentially expressed genes, and 7 gene modules, wherein the functions of module 3 (composed of 7 genes) were enriched in "cell death". Using the constructed herbal monomer-module gene regulatory network, we found that 30 herbal monomers can simultaneously regulate these 7 genes, indicating a potential regulatory role in autophagy. CONCLUSIONS: Database screening using the disease-gene-drug network can provide new strategies and ideas for the application of herbal medicines in cancer therapy. BioMed Central 2014-12-04 /pmc/articles/PMC4295301/ /pubmed/25475428 http://dx.doi.org/10.1186/1472-6882-14-466 Text en © Hao et al.; licensee BioMed Central. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Hao, Chenjun Yang, Zhengpeng Gao, Bo Lu, Ming Meng, Xianzhi Qiao, Xin Xue, Dongbo Zhang, Weihui Database screening of herbal monomers regulating autophagy by constructing a "disease-gene-drug" network |
title | Database screening of herbal monomers regulating autophagy by constructing a "disease-gene-drug" network |
title_full | Database screening of herbal monomers regulating autophagy by constructing a "disease-gene-drug" network |
title_fullStr | Database screening of herbal monomers regulating autophagy by constructing a "disease-gene-drug" network |
title_full_unstemmed | Database screening of herbal monomers regulating autophagy by constructing a "disease-gene-drug" network |
title_short | Database screening of herbal monomers regulating autophagy by constructing a "disease-gene-drug" network |
title_sort | database screening of herbal monomers regulating autophagy by constructing a "disease-gene-drug" network |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4295301/ https://www.ncbi.nlm.nih.gov/pubmed/25475428 http://dx.doi.org/10.1186/1472-6882-14-466 |
work_keys_str_mv | AT haochenjun databasescreeningofherbalmonomersregulatingautophagybyconstructingadiseasegenedrugnetwork AT yangzhengpeng databasescreeningofherbalmonomersregulatingautophagybyconstructingadiseasegenedrugnetwork AT gaobo databasescreeningofherbalmonomersregulatingautophagybyconstructingadiseasegenedrugnetwork AT luming databasescreeningofherbalmonomersregulatingautophagybyconstructingadiseasegenedrugnetwork AT mengxianzhi databasescreeningofherbalmonomersregulatingautophagybyconstructingadiseasegenedrugnetwork AT qiaoxin databasescreeningofherbalmonomersregulatingautophagybyconstructingadiseasegenedrugnetwork AT xuedongbo databasescreeningofherbalmonomersregulatingautophagybyconstructingadiseasegenedrugnetwork AT zhangweihui databasescreeningofherbalmonomersregulatingautophagybyconstructingadiseasegenedrugnetwork |