The use of integrated text mining and protein-protein interaction approach to evaluate the effects of combined chemotherapeutic and chemopreventive agents in cancer therapy

被引:11
作者
Bahraseman, Mohammad Rasoul Samandari [1 ,2 ]
Khorsand, Babak [3 ]
Esmaeilzadeh-Salestani, Keyvan [4 ]
Sarhadi, Solmaz [2 ]
Hatami, Nima [5 ]
Khaleghdoust, Banafsheh [4 ]
Loit, Evelin [4 ]
机构
[1] Shahid Bahonar Univ Kerman, Fac Sci, Dept Biol, Kerman, Iran
[2] Varjavand Kesht Kariman Ltd Liabil Co, Kerman, Iran
[3] Ferdowsi Univ Mashhad, Comp Engn Dept, Mashhad, Razavi Khorasan, Iran
[4] Estonian Univ Life Sci, Inst Agr & Environm Sci, Chair Crop Sci & Plant Biol, Tartu, Estonia
[5] Kerman Univ Med Sci, Kerman Dept Endodont Dent, Kerman, Iran
关键词
NF-KB; CELLS; APOPTOSIS; ACTIVATION; ANALOGS; MCF-7; PHYTOCHEMICALS; COMBINATION; DOXORUBICIN; CURCUMIN;
D O I
10.1371/journal.pone.0276458
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Combining chemotherapeutic (CT) and chemopreventive (CP) agents for cancer treatment is controversial, and the issue has not yet been conclusively resolved. In this study, by integrating text mining and protein-protein interaction (PPI), the combined effects of these two kinds of agents in cancer treatment were investigated. First, text mining was performed by the Pathway Studio database to study the effects of various agents (CP and CT) on cancer-related processes. Then, each group's most important hub genes were obtained by calculating different centralities. Finally, the results of in silico analysis were validated by examining the combined effects of hesperetin (Hst) and vincristine (VCR) on MCF-7 cells. In general, the results of the in silico analysis revealed that the combination of these two kinds of agents could be useful for treating cancer. However, the PPI analysis revealed that there were a few important proteins that could be targeted for intelligent therapy while giving treatment with these agents. In vitro experiments confirmed the results of the in silico analysis. Also, Hst and VCR had good harmony in modulating the hub genes obtained from the in silico analysis and inducing apoptosis in the MCF-7 cell line.
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收藏
页数:15
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