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A Comparative Study of Systems Pharmacology and Gene Chip Technology for Predicting Targets of a Traditional Chinese Medicine Formula in Primary Liver Cancer Treatment

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Journal Front Pharmacol
Date 2022 Mar 21
PMID 35308212
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Abstract

The systems pharmacology approach is a target prediction model for traditional Chinese medicine and has been used increasingly in recent years. However, the accuracy of this model to other prediction models is yet to be established. To compare the systems pharmacology modelwithexperimental gene chip technology by using these models to predict targets of a traditional Chinese medicine formulain the treatment of primary liver cancer. Systems pharmacology and gene chip target predictions were performed for the traditional Chinese medicine formula (ZZXJT). A third square alignment was performed with molecular docking. Identification of systems pharmacology accounted for 17% of targets, whilegene chip-predicted outcomes accounted for 19%.Molecular docking showed that the top ten targets (excludingcommon targets) of the system pharmacology model had better binding free energies than the gene chip model using twocommon targets as a benchmark. For both models, the core drugs predictions were more consistent than the core small molecules predictions. In this study, the identified targets of systems pharmacology weredissimilar to those identified by gene chip technology; whereas the core drug and small molecule predictions were similar.

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References
1.
Cooke E, Savage R, Wild D . Computational approaches to the integration of gene expression, ChIP-chip and sequence data in the inference of gene regulatory networks. Semin Cell Dev Biol. 2009; 20(7):863-8. DOI: 10.1016/j.semcdb.2009.08.004. View

2.
Shin J, Saini R, Oh J . Low Dose Astaxanthin Treatments Trigger the Hormesis of Human Astroglioma Cells by Up-Regulating the Cyclin-Dependent Kinase and Down-Regulated the Tumor Suppressor Protein P53. Biomedicines. 2020; 8(10). PMC: 7590133. DOI: 10.3390/biomedicines8100434. View

3.
Yan Z, Lai Z, Lin J . Anticancer Properties of Traditional Chinese Medicine. Comb Chem High Throughput Screen. 2017; 20(5):423-429. DOI: 10.2174/1386207320666170116141818. View

4.
Boezio B, Audouze K, Ducrot P, Taboureau O . Network-based Approaches in Pharmacology. Mol Inform. 2017; 36(10). DOI: 10.1002/minf.201700048. View

5.
Huang H, Huang S, Lin C, Lin R, Chao F, Chen M . Human papillomavirus genotyping by a polymerase chain reaction-based genechip method in cervical carcinoma treated with neoadjuvant chemotherapy plus radical surgery. Int J Gynecol Cancer. 2004; 14(4):639-49. DOI: 10.1111/j.1048-891X.2004.14418.x. View