Network pharmacology-based and clinically relevant prediction of active ingredients and potential targets of Chinese herbs on stage IV lung adenocarcinoma patients

被引:7
作者
Liu, Jinfeng [1 ]
Hao, Jian [2 ]
Niu, Yangyang [3 ]
Wu, Xiongzhi [1 ,4 ]
机构
[1] Tianjin Med Univ, Tianjins Clin Res Ctr Canc, Natl Clin Res Ctr Canc, Key Lab Canc Prevent & Therapy,Canc Inst & Hosp, Huan Hu Xi Rd, Tianjin 300060, Peoples R China
[2] Tianjin Med Univ, Dept Rheumatol, Gen Hosp, Tianjin, Peoples R China
[3] Tianjin Childrens Hosp, Tianjin 300134, Peoples R China
[4] Tianjin Nankai Hosp, Canc Ctr, Tianjin, Peoples R China
基金
美国国家科学基金会;
关键词
Lung adenocarcinoma; Chinese herbal medicine; Clinical retrospective trial; Network pharmacology; CANCER; FARNESYLTRANSFERASE; INHIBITION; APOPTOSIS; MEDICINE; DATABASE; PATHWAY; CHEMOTHERAPY; INDUCTION; SEROTONIN;
D O I
10.1007/s00432-020-03488-0
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Aim This study is designed to ascertain the relative molecular targets of effective Chinese herbs in treating stage IV lung adenocarcinoma based on clinical data and network pharmacology. In addition, we showed that Chinese Herbal Medicine (CHM) treatment was associated with survival benefit for patients with stage IV lung adenocarcinoma and identified 18 herbs beneficial to survival through correlation analysis. Background Increasing evidence has shown that CHM has efficient therapeutic effects for advanced lung adenocarcinoma, while active ingredients and potential targets remain unclear. Methods Kaplan-Meier method and Cox regression analysis were used to evaluate the survival benefit of CHM treatment, and correlation analysis was applied to identify the most effective components in the formulas. A network pharmacological approach was used to decipher the potential therapeutic mechanisms of CHM. Results CHM treatment was an independent protective factor. The hazard ratio (HR) was 0.487 (95% CI 0.293-0.807; P = 0.005). Patients in the CHM group had a longer median survival time (31 months) compared with the non-CHM group (19 months; P < 0.001). 18 out of the total 241 herbs were significantly correlated with favorable survival outcomes (P < 0.05), likely representing the most effective components in these formulas. Bioinformatics analysis suggested that the 18 herbs realize anti-lung-adenocarcinoma activity mainly through (1) inhibiting the activity of some growth factors' receptors, such as HGFR, EGFR, and IGFR. (2) Suppressing angiogenesis not only through VEGFR and PDGFR, but also through the function of neurotransmitters such as dopamine and serotonin. (3) Inhibiting the Ras signaling pathway directly through Ras as well as through ALK and FNTA/FNTB. Conclusions We performed a network pharmacological method to decipher the underlying mechanisms, which provides a good foundation for herbal research based on clinical data.
引用
收藏
页码:2079 / 2092
页数:14
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