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Published in: BMC Complementary Medicine and Therapies 1/2018

Open Access 01-12-2018 | Research article

Investigate the mechanisms of Chinese medicine Fuzhengkangai towards EGFR mutation-positive lung adenocarcinomas by network pharmacology

Authors: Zhitong Bing, Zhiyuan Cheng, Danfeng Shi, Xinkui Liu, Jinhui Tian, Xiaojun Yao, Jingyun Zhang, Yongfeng Wang, Kehu Yang

Published in: BMC Complementary Medicine and Therapies | Issue 1/2018

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Abstract

Background

Chinese traditional herbal medicine Fuzhengkangai (FZKA) formulation combination with gefitinib can overcome drug resistance and improve the prognosis of lung adenocarcinoma patients. However, the pharmacological and molecular mechanisms underlying the active ingredients, potential targets, and overcome drug resistance of the drug are still unclear. Therefore, it is necessary to explore the molecular mechanism of FZKA.

Methods

A systems pharmacology and bioinformatics-based approach was employed to investigate the molecular pathogenesis of EGFR-TKI resistance with clinically effective herb formula. The differential gene expressions between EGFR-TKI sensitive and resistance cell lines were calculated and used to find overlap from targets as core targets. The prognosis of core targets was validated from the cancer genome atlas (TCGA) database by Cox regression. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment is applied to analysis core targets for revealing mechanism in biology.

Results

The results showed that 35 active compounds of FZKA can interact with eight core targets proteins (ADRB2, BCL2, CDKN1A, HTR2C, KCNMA1, PLA2G4A, PRKCA and LYZ). The risk score of them were associated with overall survival and relapse free time (HR = 6.604, 95% CI: 2.314–18.850; HR = 5.132, 95% CI: 1.531–17.220). The pathway enrichment suggested that they involved in EGFR-TKI resistance and non-small cell lung cancer pathways, which directly affect EGFR-TKI resistance. The molecular docking showed that licochalcone a and beta-sitosterol can closely bind two targets (BCL2 and PRKCA) that involved in EGFR-TKI resistance pathway.

Conclusions

This study provided a workflow for understanding mechanism of CHM for against drug resistance.
Appendix
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Literature
1.
go back to reference Morosibilot D, Audigiervalette C, Merle P, Quoix E, Souquet PJ, Barlesi F, Chouaid C, Molinier O, Bennouna J, Lavolé A. Non-small cell lung cancer recurrence following surgery and perioperative chemotherapy: comparison of two chemotherapy regimens (IFCT-0702: a randomized phase 3 final results study). Lung Cancer. 2015;89(2):139–45.CrossRef Morosibilot D, Audigiervalette C, Merle P, Quoix E, Souquet PJ, Barlesi F, Chouaid C, Molinier O, Bennouna J, Lavolé A. Non-small cell lung cancer recurrence following surgery and perioperative chemotherapy: comparison of two chemotherapy regimens (IFCT-0702: a randomized phase 3 final results study). Lung Cancer. 2015;89(2):139–45.CrossRef
2.
go back to reference Dong JK, Lei HM, Liang Q, Tang YB, Zhou Y, Wang Y, Zhang S, Li WB, Tong Y, Zhuang G. Overcoming erlotinib resistance in EGFR mutation-positive lung adenocarcinomas through repression of phosphoglycerate dehydrogenase. Theranostics. 2018;8(7):1808–23.CrossRef Dong JK, Lei HM, Liang Q, Tang YB, Zhou Y, Wang Y, Zhang S, Li WB, Tong Y, Zhuang G. Overcoming erlotinib resistance in EGFR mutation-positive lung adenocarcinomas through repression of phosphoglycerate dehydrogenase. Theranostics. 2018;8(7):1808–23.CrossRef
3.
go back to reference Chen W, Zheng R, Baade PD, Zhang S, Zeng H, Bray F, Jemal A, Yu XQ, He J. Cancer statistics in China, 2015. CA Cancer J Clin. 2016;66(2):115–32.CrossRef Chen W, Zheng R, Baade PD, Zhang S, Zeng H, Bray F, Jemal A, Yu XQ, He J. Cancer statistics in China, 2015. CA Cancer J Clin. 2016;66(2):115–32.CrossRef
4.
go back to reference Mendelsohn J, Baselga J. Status of epidermal growth factor receptor antagonists in the biology and treatment of Cancer. J Clin Oncol. 2003;21(14):2787.CrossRef Mendelsohn J, Baselga J. Status of epidermal growth factor receptor antagonists in the biology and treatment of Cancer. J Clin Oncol. 2003;21(14):2787.CrossRef
5.
go back to reference Zhou C, Wu Y, Chen G, Feng J, Liu X, Wang C, Zhang S, Wang J, Zhou S, Ren S, et al. Erlotinib versus chemotherapy as first-line treatment for patients with advanced EGFR mutation-positive non-small-cell lung cancer (OPTIMAL, CTONG-0802): a multicentre, open-label, randomised, phase 3 study. Lancet Oncol. 2011;12(8):710–1.CrossRef Zhou C, Wu Y, Chen G, Feng J, Liu X, Wang C, Zhang S, Wang J, Zhou S, Ren S, et al. Erlotinib versus chemotherapy as first-line treatment for patients with advanced EGFR mutation-positive non-small-cell lung cancer (OPTIMAL, CTONG-0802): a multicentre, open-label, randomised, phase 3 study. Lancet Oncol. 2011;12(8):710–1.CrossRef
6.
go back to reference Kobayashi S, Boggon TJ, Dayaram T, Jänne PA, Kocher O, Meyerson M, Johnson BE, Eck MJ, Tenen DG, Halmos B. EGFR mutation and resistance of non-small-cell lung cancer to gefitinib. N Engl J Med. 2005;352(8):786–92.CrossRef Kobayashi S, Boggon TJ, Dayaram T, Jänne PA, Kocher O, Meyerson M, Johnson BE, Eck MJ, Tenen DG, Halmos B. EGFR mutation and resistance of non-small-cell lung cancer to gefitinib. N Engl J Med. 2005;352(8):786–92.CrossRef
7.
go back to reference Pao W, Miller VA, Politi KA, Riely GJ, Somwar R, Zakowski MF, Kris MG, Varmus H. Acquired resistance of lung adenocarcinomas to Gefitinib or Erlotinib is associated with a second mutation in the EGFR kinase domain. PLoS Med. 2005;2(3):225–35.CrossRef Pao W, Miller VA, Politi KA, Riely GJ, Somwar R, Zakowski MF, Kris MG, Varmus H. Acquired resistance of lung adenocarcinomas to Gefitinib or Erlotinib is associated with a second mutation in the EGFR kinase domain. PLoS Med. 2005;2(3):225–35.CrossRef
8.
go back to reference MF Z, M L MGK. EGFR mutations in small-cell lung cancers in patients who have never smoked. N Engl J Med. 2006;355(2):213.CrossRef MF Z, M L MGK. EGFR mutations in small-cell lung cancers in patients who have never smoked. N Engl J Med. 2006;355(2):213.CrossRef
9.
go back to reference Sequist LV, Waltman BA, Diassantagata D, Digumarthy S, Turke AB, Fidias P, Bergethon K, Shaw AT, Gettinger S, Cosper AK. Genotypic and histological evolution of lung cancers acquiring resistance to EGFR inhibitors. Sci Transl Med. 2011;3(75):75ra26.CrossRef Sequist LV, Waltman BA, Diassantagata D, Digumarthy S, Turke AB, Fidias P, Bergethon K, Shaw AT, Gettinger S, Cosper AK. Genotypic and histological evolution of lung cancers acquiring resistance to EGFR inhibitors. Sci Transl Med. 2011;3(75):75ra26.CrossRef
10.
go back to reference Xie M, Zhang L, He CS, Xu F, Liu JL, Hu ZH, Zhao LP, Tian Y. Activation of Notch-1 enhances epithelial-mesenchymal transition in gefitinib-acquired resistant lung cancer cells. J Cell Biochem. 2012;113(5):1501–13.PubMed Xie M, Zhang L, He CS, Xu F, Liu JL, Hu ZH, Zhao LP, Tian Y. Activation of Notch-1 enhances epithelial-mesenchymal transition in gefitinib-acquired resistant lung cancer cells. J Cell Biochem. 2012;113(5):1501–13.PubMed
11.
go back to reference Zhang Z, Lee JC, Lin L, Olivas V, Au V, Laframboise T, Abdelrahman M, Wang X, Levine AD, Rho JK. Activation of the AXL kinase causes resistance to EGFR-targeted therapy in lung cancer. Nat Genet. 2012;44(8):852.CrossRef Zhang Z, Lee JC, Lin L, Olivas V, Au V, Laframboise T, Abdelrahman M, Wang X, Levine AD, Rho JK. Activation of the AXL kinase causes resistance to EGFR-targeted therapy in lung cancer. Nat Genet. 2012;44(8):852.CrossRef
12.
go back to reference Bean J, Brennan C, Shih JY, Riely G, Viale A, Wang L, Chitale D, Motoi N, Szoke J, Broderick S. MET amplification occurs with or without T790M mutations in EGFR mutant lung tumors with acquired resistance to Gefitinib or Erlotinib. Proc Natl Acad Sci U S A. 2007;104(52):20932–7.CrossRef Bean J, Brennan C, Shih JY, Riely G, Viale A, Wang L, Chitale D, Motoi N, Szoke J, Broderick S. MET amplification occurs with or without T790M mutations in EGFR mutant lung tumors with acquired resistance to Gefitinib or Erlotinib. Proc Natl Acad Sci U S A. 2007;104(52):20932–7.CrossRef
13.
go back to reference Engelman JA, Zejnullahu K, Mitsudomi T, Song Y, Hyland C, Park JO, Lindeman N, Gale CM, Zhao X, Christensen J. MET amplification leads to Gefitinib resistance in lung Cancer by activating ERBB3 signaling. Science. 2007;316(5827):1039–43.CrossRef Engelman JA, Zejnullahu K, Mitsudomi T, Song Y, Hyland C, Park JO, Lindeman N, Gale CM, Zhao X, Christensen J. MET amplification leads to Gefitinib resistance in lung Cancer by activating ERBB3 signaling. Science. 2007;316(5827):1039–43.CrossRef
14.
go back to reference Takezawa K, Pirazzoli V, Arcila ME, Nebhan CA, Song X, De SE, Ohashi K, Janjigian YY, Spitzler PJ, Melnick MA. HER2 amplification: a potential mechanism of acquired resistance to EGFR inhibition in EGFR-mutant lung cancers that lack the second-site EGFRT790M mutation. Cancer Discov. 2012;2(10):922.CrossRef Takezawa K, Pirazzoli V, Arcila ME, Nebhan CA, Song X, De SE, Ohashi K, Janjigian YY, Spitzler PJ, Melnick MA. HER2 amplification: a potential mechanism of acquired resistance to EGFR inhibition in EGFR-mutant lung cancers that lack the second-site EGFRT790M mutation. Cancer Discov. 2012;2(10):922.CrossRef
15.
go back to reference Ohashi K, Sequist LV, Arcila ME, Moran T, Chmielecki J, Lin YL, Pan Y, Wang L, Stanchina ED, Shien K. Lung cancers with acquired resistance to EGFR inhibitors occasionally harbor BRAF gene mutations but lack mutations in KRAS, NRAS, or MEK1. Proc Natl Acad Sci U S A. 2012;109(31):12282–3.CrossRef Ohashi K, Sequist LV, Arcila ME, Moran T, Chmielecki J, Lin YL, Pan Y, Wang L, Stanchina ED, Shien K. Lung cancers with acquired resistance to EGFR inhibitors occasionally harbor BRAF gene mutations but lack mutations in KRAS, NRAS, or MEK1. Proc Natl Acad Sci U S A. 2012;109(31):12282–3.CrossRef
16.
go back to reference Wu DW, Wu TC, Chen CY, Lee H. PAK1 is a novel therapeutic target in tyrosine kinase inhibitor-resistant lung adenocarcinoma activated by the PI3K/AKT signaling regardless of EGFR mutation. Clin Cancer Res. 2016;22(21):5370–82.CrossRef Wu DW, Wu TC, Chen CY, Lee H. PAK1 is a novel therapeutic target in tyrosine kinase inhibitor-resistant lung adenocarcinoma activated by the PI3K/AKT signaling regardless of EGFR mutation. Clin Cancer Res. 2016;22(21):5370–82.CrossRef
17.
go back to reference Wang H, Fei Z, Jiang H. Polyphyllin VII increases sensitivity to gefitinib by modulating the elevation of P21 in acquired gefitinib resistant non-small cell lung cancer. J Pharmacol Sci. 2017;134(3):190–6.CrossRef Wang H, Fei Z, Jiang H. Polyphyllin VII increases sensitivity to gefitinib by modulating the elevation of P21 in acquired gefitinib resistant non-small cell lung cancer. J Pharmacol Sci. 2017;134(3):190–6.CrossRef
18.
go back to reference Cheong HT, Xu F, Choy CT, Hui C, Mok T, Wong CH. Upregulation of Bcl2 in NSCLC with acquired resistance to EGFR-TKI. Oncol Lett. 2018;15(1):901–7.PubMed Cheong HT, Xu F, Choy CT, Hui C, Mok T, Wong CH. Upregulation of Bcl2 in NSCLC with acquired resistance to EGFR-TKI. Oncol Lett. 2018;15(1):901–7.PubMed
19.
go back to reference Guerard M, Robin T, Perron P, Hatat AS, David-Boudet L, Vanwonterghem L, Busser B, Coll JL, Lantuejoul S, Eymin B. Nuclear translocation of IGF1R by intracellular amphiregulin contributes to the resistance of lung tumour cells to EGFR-TKI. Cancer Lett. 2018;420:146–55.CrossRef Guerard M, Robin T, Perron P, Hatat AS, David-Boudet L, Vanwonterghem L, Busser B, Coll JL, Lantuejoul S, Eymin B. Nuclear translocation of IGF1R by intracellular amphiregulin contributes to the resistance of lung tumour cells to EGFR-TKI. Cancer Lett. 2018;420:146–55.CrossRef
20.
go back to reference Efferth T, Li PC, Konkimalla VS, Kaina B. From traditional Chinese medicine to rational cancer therapy. Trends Mol Med. 2007;13(8):353–61.CrossRef Efferth T, Li PC, Konkimalla VS, Kaina B. From traditional Chinese medicine to rational cancer therapy. Trends Mol Med. 2007;13(8):353–61.CrossRef
21.
go back to reference Duflos A, Kruczynski A, Barret JM. Novel aspects of natural and modified vinca alkaloids. Curr Med Chem Anticancer Agents. 2002;2(1):55–70.CrossRef Duflos A, Kruczynski A, Barret JM. Novel aspects of natural and modified vinca alkaloids. Curr Med Chem Anticancer Agents. 2002;2(1):55–70.CrossRef
22.
go back to reference Yang XB, Wu WY, Long SQ, Deng H, Pan ZQ. Effect of gefitinib plus Chinese herbal medicine (CHM) in patients with advanced non-small-cell lung cancer: a retrospective case–control study. Complement Ther Med. 2014;22(6):1010–8.CrossRef Yang XB, Wu WY, Long SQ, Deng H, Pan ZQ. Effect of gefitinib plus Chinese herbal medicine (CHM) in patients with advanced non-small-cell lung cancer: a retrospective case–control study. Complement Ther Med. 2014;22(6):1010–8.CrossRef
23.
go back to reference Zeng L, Yang K. Exploring the pharmacological mechanism of Yanghe decoction on HER2-positive breast Cancer by a network pharmacology approach. J Ethnopharmacol. 2017;199(5):68.CrossRef Zeng L, Yang K. Exploring the pharmacological mechanism of Yanghe decoction on HER2-positive breast Cancer by a network pharmacology approach. J Ethnopharmacol. 2017;199(5):68.CrossRef
24.
go back to reference Zhang RZ, Yu SJ, Bai H, Ning K. TCM-mesh: the database and analytical system for network pharmacology analysis for TCM preparations. Sci Rep. 2017;7(1):2821.CrossRef Zhang RZ, Yu SJ, Bai H, Ning K. TCM-mesh: the database and analytical system for network pharmacology analysis for TCM preparations. Sci Rep. 2017;7(1):2821.CrossRef
25.
go back to reference Huang J, Cheung F, Tan HY, Hong M, Wang N, Yang J, Feng Y, Zheng Q. Identification of the active compounds and significant pathways of yinchenhao decoction based on network pharmacology. Mol Med Rep. 2017;16(4):4583–92.CrossRef Huang J, Cheung F, Tan HY, Hong M, Wang N, Yang J, Feng Y, Zheng Q. Identification of the active compounds and significant pathways of yinchenhao decoction based on network pharmacology. Mol Med Rep. 2017;16(4):4583–92.CrossRef
26.
go back to reference Ru J, Li P, Wang J, Zhou W, Li B, Huang C, Li P, Guo Z, Tao W, Yang Y. TCMSP: a database of systems pharmacology for drug discovery from herbal medicines. J Cheminform. 2014;6(1):13.CrossRef Ru J, Li P, Wang J, Zhou W, Li B, Huang C, Li P, Guo Z, Tao W, Yang Y. TCMSP: a database of systems pharmacology for drug discovery from herbal medicines. J Cheminform. 2014;6(1):13.CrossRef
27.
go back to reference Wang X, Xu X, Li Y, Li X, Tao W, Li B, Wang Y, Yang L. Systems pharmacology uncovers Janus functions of botanical drugs: activation of host defense system and inhibition of influenza virus replication. Integr Biol. 2013;5(2):351–71.CrossRef Wang X, Xu X, Li Y, Li X, Tao W, Li B, Wang Y, Yang L. Systems pharmacology uncovers Janus functions of botanical drugs: activation of host defense system and inhibition of influenza virus replication. Integr Biol. 2013;5(2):351–71.CrossRef
28.
go back to reference Zheng C, Pei T, Chao H, Chen X, Bai Y, Xue J, Wu Z, Mu J, Yan L, Wang Y. A novel systems pharmacology platform to dissect action mechanisms of traditional Chinese medicines for bovine viral diarrhea disease. Eur J Pharm Sci. 2016;94:33–45.CrossRef Zheng C, Pei T, Chao H, Chen X, Bai Y, Xue J, Wu Z, Mu J, Yan L, Wang Y. A novel systems pharmacology platform to dissect action mechanisms of traditional Chinese medicines for bovine viral diarrhea disease. Eur J Pharm Sci. 2016;94:33–45.CrossRef
29.
go back to reference Pei T, Zheng C, Huang C, Chen X, Guo Z, Fu Y, Liu J, Wang Y. Systematic understanding the mechanisms of vitiligo pathogenesis and its treatment by Qubaibabuqi formula. J Ethnopharmacol. 2016;190:272–87.CrossRef Pei T, Zheng C, Huang C, Chen X, Guo Z, Fu Y, Liu J, Wang Y. Systematic understanding the mechanisms of vitiligo pathogenesis and its treatment by Qubaibabuqi formula. J Ethnopharmacol. 2016;190:272–87.CrossRef
30.
go back to reference Liu J, Pei T, Mu J, Zheng C, Chen X, Chao H, Fu Y, Liang Z, Wang Y. Systems pharmacology uncovers the multiple mechanisms of Xijiao Dihuang decoction for the treatment of viral hemorrhagic fever. Evid Based Complement Alternat Med. 2016;2016(6):1–17. Liu J, Pei T, Mu J, Zheng C, Chen X, Chao H, Fu Y, Liang Z, Wang Y. Systems pharmacology uncovers the multiple mechanisms of Xijiao Dihuang decoction for the treatment of viral hemorrhagic fever. Evid Based Complement Alternat Med. 2016;2016(6):1–17.
31.
go back to reference Li L, Li Y, Wang Y, Zhang S, Yang L. Prediction of human intestinal absorption based on molecular indices. J Mol Sci. 2007;23(4):286–91. Li L, Li Y, Wang Y, Zhang S, Yang L. Prediction of human intestinal absorption based on molecular indices. J Mol Sci. 2007;23(4):286–91.
32.
go back to reference Tao W, Xu X, Wang X, Li B, Wang Y, Li Y, Yang L. Network pharmacology-based prediction of the active ingredients and potential targets of Chinese herbal Radix Curcumae formula for application to cardiovascular disease. J Ethnopharmacol. 2013;145(1):1–10.CrossRef Tao W, Xu X, Wang X, Li B, Wang Y, Li Y, Yang L. Network pharmacology-based prediction of the active ingredients and potential targets of Chinese herbal Radix Curcumae formula for application to cardiovascular disease. J Ethnopharmacol. 2013;145(1):1–10.CrossRef
33.
go back to reference Kassambara A: survminer: Drawing Survival Curves using ‘ggplot2’. 2016. Kassambara A: survminer: Drawing Survival Curves using ‘ggplot2’. 2016.
34.
go back to reference Heagerty PJ, Pepe MS: Time-Dependent ROC Curves for Censored Survival Data and a Diagnostic Marker; 2000. Heagerty PJ, Pepe MS: Time-Dependent ROC Curves for Censored Survival Data and a Diagnostic Marker; 2000.
35.
go back to reference Smoot ME, Ono K, Ruscheinski J, Wang PL, Ideker T. Cytoscape 2.8: new features for data integration and network visualization. Bioinformatics. 2011;27(3):431–2.CrossRef Smoot ME, Ono K, Ruscheinski J, Wang PL, Ideker T. Cytoscape 2.8: new features for data integration and network visualization. Bioinformatics. 2011;27(3):431–2.CrossRef
36.
go back to reference Yu G, Wang LG, Han Y, He QY. clusterProfiler: an R package for comparing biological themes among gene clusters. OMICS. 2012;16(5):284–7.CrossRef Yu G, Wang LG, Han Y, He QY. clusterProfiler: an R package for comparing biological themes among gene clusters. OMICS. 2012;16(5):284–7.CrossRef
37.
go back to reference Wagner J, Matt PV, Sedrani R, Albert R, Cooke N, Ehrhardt C, Geiser M, Rummel G, Stark W, Strauss A. Discovery of 3-(1H-Indol-3-yl)-4-[2-(4-methylpiperazin-1-yl)quinazolin-4-yl]pyrrole-2,5-dione (AEB071), a potent and selective inhibitor of protein kinase C isotypes. J Med Chem. 2009;52(20):6193–6.CrossRef Wagner J, Matt PV, Sedrani R, Albert R, Cooke N, Ehrhardt C, Geiser M, Rummel G, Stark W, Strauss A. Discovery of 3-(1H-Indol-3-yl)-4-[2-(4-methylpiperazin-1-yl)quinazolin-4-yl]pyrrole-2,5-dione (AEB071), a potent and selective inhibitor of protein kinase C isotypes. J Med Chem. 2009;52(20):6193–6.CrossRef
38.
go back to reference Souers AJ, Leverson JD, Boghaert ER, Ackler SL, Catron ND, Chen J, Dayton BD, Ding H, Enschede SH, Fairbrother WJ. ABT-199, a potent and selective BCL-2 inhibitor, achieves antitumor activity while sparing platelets. Nat Med. 2013;19(2):202–8.CrossRef Souers AJ, Leverson JD, Boghaert ER, Ackler SL, Catron ND, Chen J, Dayton BD, Ding H, Enschede SH, Fairbrother WJ. ABT-199, a potent and selective BCL-2 inhibitor, achieves antitumor activity while sparing platelets. Nat Med. 2013;19(2):202–8.CrossRef
39.
40.
go back to reference Green SA, Turki J, Innis M, Liggett SB. Amino-terminal polymorphisms of the human β2-adrenergic receptor impart distinct agonist-promoted regulatory properties. Biochem. 1994;33(32):9414–9.CrossRef Green SA, Turki J, Innis M, Liggett SB. Amino-terminal polymorphisms of the human β2-adrenergic receptor impart distinct agonist-promoted regulatory properties. Biochem. 1994;33(32):9414–9.CrossRef
41.
go back to reference Palm D, Lang K, Niggemann B, Th DT, Masur K, Zaenker KS, Entschladen F. The norepinephrine-driven metastasis development of PC-3 human prostate cancer cells in BALB/c nude mice is inhibited by beta-blockers. Int J Cancer. 2010;118(11):2744–9.CrossRef Palm D, Lang K, Niggemann B, Th DT, Masur K, Zaenker KS, Entschladen F. The norepinephrine-driven metastasis development of PC-3 human prostate cancer cells in BALB/c nude mice is inhibited by beta-blockers. Int J Cancer. 2010;118(11):2744–9.CrossRef
42.
go back to reference Liang SQ, Chen XL, Deng JM, Wei X, Gong C, Chen ZR, Wang ZB. Beta-2 adrenergic receptor (ADRB2) gene polymorphisms and the risk of asthma: a meta-analysis of case-control studies. PLoS One. 2014;9(8):e104488.CrossRef Liang SQ, Chen XL, Deng JM, Wei X, Gong C, Chen ZR, Wang ZB. Beta-2 adrenergic receptor (ADRB2) gene polymorphisms and the risk of asthma: a meta-analysis of case-control studies. PLoS One. 2014;9(8):e104488.CrossRef
43.
go back to reference Kim SH, Ye YM, Hur GY, Lee HY, Jee YK, Lee SH, Holloway JW, Park HS. Effect of β2-adrenergic receptor polymorphism in asthma control of patients receiving combination treatment. Yonsei Med J. 2009;50(2):182.CrossRef Kim SH, Ye YM, Hur GY, Lee HY, Jee YK, Lee SH, Holloway JW, Park HS. Effect of β2-adrenergic receptor polymorphism in asthma control of patients receiving combination treatment. Yonsei Med J. 2009;50(2):182.CrossRef
44.
go back to reference Wang H, Hao B, Chen X, Zhao N, Cheng G, Jiang Y, Liu Y, Lin C, Tan W, Lu D. Beta-2 adrenergic receptor gene (ADRB2) polymorphism and risk for lung adenocarcinoma: a case-control study in a Chinese population. Cancer Lett. 2006;240(2):297–305.CrossRef Wang H, Hao B, Chen X, Zhao N, Cheng G, Jiang Y, Liu Y, Lin C, Tan W, Lu D. Beta-2 adrenergic receptor gene (ADRB2) polymorphism and risk for lung adenocarcinoma: a case-control study in a Chinese population. Cancer Lett. 2006;240(2):297–305.CrossRef
45.
go back to reference He Z, Zhang S. Egfr activation results in enhanced expression of Cox-2 and tumor growth through Adrb2 in Escc. J Gastroenterol Hepatol. 2013;28:855.CrossRef He Z, Zhang S. Egfr activation results in enhanced expression of Cox-2 and tumor growth through Adrb2 in Escc. J Gastroenterol Hepatol. 2013;28:855.CrossRef
46.
go back to reference Li J, Yang X-M, Wang Y-H, Feng M-X, Liu X-J, Zhang Y-L, Huang S, Wu Z, Xue F, Qin W-X. Monoamine oxidase a suppresses hepatocellular carcinoma metastasis by inhibiting the adrenergic system and its transactivation of EGFR signaling. J Hepatol. 2014;60(6):1225–34.CrossRef Li J, Yang X-M, Wang Y-H, Feng M-X, Liu X-J, Zhang Y-L, Huang S, Wu Z, Xue F, Qin W-X. Monoamine oxidase a suppresses hepatocellular carcinoma metastasis by inhibiting the adrenergic system and its transactivation of EGFR signaling. J Hepatol. 2014;60(6):1225–34.CrossRef
47.
go back to reference Raffo AJ, Perlman H, Chen MW, Day ML, Streitman JS, Buttyan R. Overexpression of bcl-2 protects prostate cancer cells from apoptosis in vitro and confers resistance to androgen depletion in vivo. Cancer Res. 1995;55(19):4438–45.PubMed Raffo AJ, Perlman H, Chen MW, Day ML, Streitman JS, Buttyan R. Overexpression of bcl-2 protects prostate cancer cells from apoptosis in vitro and confers resistance to androgen depletion in vivo. Cancer Res. 1995;55(19):4438–45.PubMed
48.
go back to reference Sartorius UA, Krammer PH. Upregulation of Bcl-2 is involved in the mediation of chemotherapy resistance in human small cell lung cancer cell lines. Int J Cancer. 2002;97(5):584–92.CrossRef Sartorius UA, Krammer PH. Upregulation of Bcl-2 is involved in the mediation of chemotherapy resistance in human small cell lung cancer cell lines. Int J Cancer. 2002;97(5):584–92.CrossRef
49.
go back to reference Yo YT, Shieh GS, Hsu KF. Licorice and Licochalcone-a induce autophagy in LNCaP prostate Cancer cells by suppression of Bcl-2 expression and the mTOR pathway. J Agric Food Chem. 2009;57(18):8266–73.CrossRef Yo YT, Shieh GS, Hsu KF. Licorice and Licochalcone-a induce autophagy in LNCaP prostate Cancer cells by suppression of Bcl-2 expression and the mTOR pathway. J Agric Food Chem. 2009;57(18):8266–73.CrossRef
50.
go back to reference Zhenghai Tang CX, Wang Z, Chai K, Wang Y, Xu X, Wang X, Lu J, Wang Y, Chen X, et al. Induction of C/EBP homologous protein-mediated apoptosis and autophagy by licochalcone a in non-small cell lung cancer cells. Sci Rep. 2016;6:26241.CrossRef Zhenghai Tang CX, Wang Z, Chai K, Wang Y, Xu X, Wang X, Lu J, Wang Y, Chen X, et al. Induction of C/EBP homologous protein-mediated apoptosis and autophagy by licochalcone a in non-small cell lung cancer cells. Sci Rep. 2016;6:26241.CrossRef
Metadata
Title
Investigate the mechanisms of Chinese medicine Fuzhengkangai towards EGFR mutation-positive lung adenocarcinomas by network pharmacology
Authors
Zhitong Bing
Zhiyuan Cheng
Danfeng Shi
Xinkui Liu
Jinhui Tian
Xiaojun Yao
Jingyun Zhang
Yongfeng Wang
Kehu Yang
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Complementary Medicine and Therapies / Issue 1/2018
Electronic ISSN: 2662-7671
DOI
https://doi.org/10.1186/s12906-018-2347-x

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