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Network pharmacology exploration reveals the bioactive compounds and molecular mechanisms of Li-Ru-Kang against hyperplasia of mammary gland

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Abstract

Li-Ru-Kang (LRK) has been commonly used in the treatment of hyperplasia of mammary gland (HMG) as a cipher prescription and achieved obvious therapeutic effects. However, the bioactive compounds and underlying pharmacological mechanisms remain unclear. This study aims to decipher the bioactive compounds and potential action mechanisms of LRK in the treatment of HMG using an integrated pharmacology approach. The ingredients of LRK and the corresponding drug targets were retrieved through drug target databases and were used to construct the “compound–target–disease” network and function–pathway network. Ultimately, 89 compounds and 2150 drug targets were collected. Gene ontology enrichment analysis revealed that mammary gland alveolus development and mammary gland lobule development were the key biological processes and were regulated simultaneously by three direct targets, including androgen receptor (AR), estrogen receptor (ER) and cyclin-D1. Moreover, 14 compounds of LRK were directly involved in the regulation of the three aforementioned targets. KEGG pathway enrichment analysis found that five signaling pathways and seven direct targets were closely related with HMG treatment by LRK. The results of animal experiments showed that LRK significantly improved the histopathological status of HMG in rats. Additionally, LRK markedly regulated the protein expressions of AR, cyclin-D1, MMP2, MMP3 and MMP9. But interestingly, the effect of LRK on ER was not obvious. This study demonstrated that LRK exerted its therapeutic efficacy based on multi-components, multi-targets and multi-pathways. This research confirms the advantages of network pharmacology analyses and the necessity for experimental verification.

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References

  • Ahmed S, Khan H, Fratantonio D, Hasan MM, Sharifi S, Fathi N, Ullah H, Rastrelli L (2019) Apoptosis induced by luteolin in breast cancer: mechanistic and therapeutic perspectives. Phytomedicine 59:152883

    Article  CAS  Google Scholar 

  • Chen CY (2011) TCM Database@Taiwan: the world’s largest traditional Chinese medicine database for drug screening in silico. PLoS One 6(1):e15939

    Article  CAS  Google Scholar 

  • Chen T, Li J, Chen J, Song H, Yang C (2015) Anti-hyperplasia effects of Rosa rugosa polyphenols in rats with hyperplasia of mammary gland. Environ Toxicol Pharmacol 39(2):990–996

    Article  Google Scholar 

  • Chen J, Zhou J, Li F, Zhu Y, Zhang W, Yu X (2017) Delphinidin induces autophagy in HER-2+ breast cancer cells via inhibition of AKT/mTOR pathway. Zhong Nan Da Xue Xue Bao Yi Xue Ban 42(3):264–270

    PubMed  Google Scholar 

  • Cotrim CZ, Fabris V, Doria ML, Lindberg K, Gustafsson JÅ, Amado F, Lanari C, Helguero LA (2013) Estrogen receptor beta growth-inhibitory effects are repressed through activation of MAPK and PI3K signalling in mammary epithelial and breast cancer cells. Oncogene 32(19):2390–2402

    Article  CAS  Google Scholar 

  • Foote MR, Giesy SL, Bernal-Santos G, Bauman DE, Boisclair YR (2010) t10, c12-CLA decreases adiposity in peripubertal mice without dose-related detrimental effects on mammary development, inflammation status, and metabolism. Am J Physiol Regul Integr Comp Physiol 299(6):R1521–R1528

    Article  CAS  Google Scholar 

  • Hong M, Li S, Tan HY, Cheung F, Wang N, Huang J, Feng Y (2017) A network-based pharmacology study of the herb-induced liver injury potential of traditional hepatoprotective Chinese herbal medicines. Molecules 22(4):632

    Article  Google Scholar 

  • Hu S, Huang L, Meng L, Sun H, Zhang W, Xu Y (2015) Isorhamnetin inhibits cell proliferation and induces apoptosis in breast cancer via Akt and mitogen activated protein kinase kinase signaling pathways. Mol Med Rep 12(5):6745–6751

    Article  CAS  Google Scholar 

  • Huang J, Tang H, Cao S, He Y, Feng Y, Wang K, Zheng Q (2017) Molecular targets and associated potential pathways of Danlu capsules in hyperplasia of mammary glands based on systems pharmacology. Evid Based Complement Altern Med 2017:1930598

    Google Scholar 

  • Hynes RO (2003) Metastatic potential: generic predisposition of the primary tumor or rare, metastatic variants-or both? Cell 113(7):821–823

    Article  CAS  Google Scholar 

  • Jia Y, Liu X, Jia Q, Zhang W, Sun C, Yuan D, Zhang H, Jiang E, Zhou D (2017) The anti-hyperplasia of mammary gland effect of protein extract HSS from Tegillarca granosa. Biomed Pharmacother 85:1–6

    Article  CAS  Google Scholar 

  • Jin H, Lee WS, Eun SY, Jung JH, Park HS, Kim G, Choi YH, Ryu CH, Jung JM, Hong SC, Shin SC, Kim HJ (2014) Morin, a flavonoid from Moraceae, suppresses growth and invasion of the highly metastatic breast cancer cell line MDA-MB231 partly through suppression of the Akt pathway. Int J Oncol 45(4):1629–1637

    Article  CAS  Google Scholar 

  • Kloft C, Trame MN, Ritter CA (2016) Systems pharmacology in drug development and therapeutic use—a forthcoming paradigm shift. Eur J Pharm Sci 94:1–3

    Article  CAS  Google Scholar 

  • Li S, Zhang ZQ, Wu LJ, Zhang XG, Li YD, Wang YY (2007) Understanding ZHENG in traditional Chinese medicine in the context of neuro-endocrine-immune network. IET Syst Biol 1(1):51–60

    Article  Google Scholar 

  • Li SN, Qian LQ, Ma JL, Xia ZY, Liu GY, Gao F, Yang DY, Yu Y, Zheng BL, Zhang JH (2013) A randomized trial of Chinese medicine Lirukang Granule combined with psychological intervention for cyclomastopathy and menoxenia. Chin J Integr Med 19(1):22–28

    Article  Google Scholar 

  • Li S, Yan T, Deng R, Jiang X, Xiong H, Wang Y, Yu Q, Wang X, Chen C, Zhu Y (2017a) Low dose of kaempferol suppresses the migration and invasion of triple-negative breast cancer cells by downregulating the activities of RhoA and Rac1. Onco Targets Ther 10:4809–4819

    Article  Google Scholar 

  • Li X, Xin P, Wang C, Wang Z, Wang Q, Kuang H (2017b) Mechanisms of traditional Chinese medicine in the treatment of mammary gland hyperplasia. Am J Chin Med 45(3):443–458

    Article  Google Scholar 

  • Lin N, Qiu YW, He GY, Guan N (2015) Effects of Litchi chinensis seed saponins on inhibiting hyperplasia of mammary glands and influence on signaling pathway of estrogen in rats. Zhong Yao Cai 38(4):798–802

    CAS  PubMed  Google Scholar 

  • Liu Z, Guo F, Wang Y, Li C, Zhang X, Li H, Diao L, Gu J, Wang W, Li D, He F (2016) BATMAN-TCM: a bioinformatics analysis tool for molecular mechanism of traditional Chinese medicine. Sci Rep 6:21146

    Article  CAS  Google Scholar 

  • Lofgren L, Sahlin L, Jiang S, Von Schoultz B, Fernstad R, Skoog L, Von Schoultz E (2007) Expression of syndecan-1 in paired samples of normal and malignant breast tissue from postmenopausal women. Anticancer Res 27(5A):3045–3050

    CAS  PubMed  Google Scholar 

  • Lv P, Chong Y, Zou H, Chen X (2016) A study of using massage therapy accompanied with stretching exercise for rehabilitation of mammary gland hyperplasia. Biomed Res Int 2016:9426167

    PubMed  PubMed Central  Google Scholar 

  • Qian LQ, Pei XH, Xu ZY, Wang C (2007) Clinical observation on treatment of hyperplasia of mammary gland by Lirukang Granule. Chin J Integr Med 13(2):120–124

    Article  Google Scholar 

  • Sadhukhan P, Kundu M, Chatterjee S, Ghosh N, Manna P, Das J, Sil PC (2019) Targeted delivery of quercetin via pH-responsive zinc oxide nanoparticles for breast cancer therapy. Mater Sci Eng C Mater Biol Appl 100:129–140

    Article  CAS  Google Scholar 

  • Shi SH, Cai YP, Cai XJ, Zheng XY, Cao DS, Ye FQ, Xiang Z (2014) A network pharmacology approach to understanding the mechanisms of action of traditional medicine: Bushenhuoxue formula for treatment of chronic kidney disease. PLoS One 9(3):e89123

    Article  Google Scholar 

  • Smolarek AK, So JY, Thomas PE, Lee HJ, Paul S, Dombrowski A, Wang CX, Saw CL, Khor TO, Kong AN, Reuhl K, Lee MJ, Yang CS, Suh N (2013) Dietary tocopherols inhibit cell proliferation, regulate expression of ERalpha, PPARgamma, and Nrf2, and decrease serum inflammatory markers during the development of mammary hyperplasia. Mol Carcinog 52(7):514–525

    Article  CAS  Google Scholar 

  • Wang TC, Cardiff RD, Zukerberg L, Lees E, Arnold A, Schmidt EV (1994) Mammary hyperplasia and carcinoma in MMTV-cyclin D1 transgenic mice. Nature 369(6482):669–671

    Article  CAS  Google Scholar 

  • Wang L, Zhao D, Di L, Cheng D, Zhou X, Yang X, Liu Y (2011) The anti-hyperplasia of mammary gland effect of Thladiantha dubia root ethanol extract in rats reduced by estrogen and progestogen. J Ethnopharmacol 134(1):136–140

    Article  CAS  Google Scholar 

  • Wang X, Chen YG, Ma L, Li ZH, Li JY, Liu XG, Zou JL, Wu JH (2013) Effect of Chinese medical herbs-Huiru Yizeng Yihao on hyperprolactinemia and hyperplasia of mammary gland in mice. Afr J Tradit Complement Altern Med 10(4):24–35

    PubMed  PubMed Central  Google Scholar 

  • Wang X, Shen Y, Wang S, Li S, Zhang W, Liu X, Lai L, Pei J, Li H (2017) PharmMapper 2017 update: a web server for potential drug target identification with a comprehensive target pharmacophore database. Nucleic Acids Res 45(W1):W356–W360

    Article  CAS  Google Scholar 

  • Wang JB, Cui HR, Wang RL, Zhang CE, Niu M, Bai ZF, Xu GH, Li PY, Jiang WY, Han JJ, Ma X, Cai GM, Li RS, Zhang LP, Xiao XH (2018) A systems pharmacology-oriented discovery of a new therapeutic use of the TCM formula Liuweiwuling for liver failure. Sci Rep 8(1):5645

    Article  Google Scholar 

  • Xu X, Zhang W, Huang C, Li Y, Yu H, Wang Y, Duan J, Ling Y (2012) A novel chemometric method for the prediction of human oral bioavailability. Int J Mol Sci 13(6):6964–6982

    Article  CAS  Google Scholar 

  • Yanai R, Nagasawa H (1970) Effects of ergocornine and 2-Br-alpha-ergokryptin (CB-154) on the formation of mammary hyperplastic alveolar nodules and the pituitary prolactin levels in mice. Experientia 26(6):649–650

    Article  CAS  Google Scholar 

  • Yue SJ, Liu J, Feng WW, Zhang FL, Chen JX, Xin LT, Peng C, Guan HS, Wang CY, Yan D (2017) System pharmacology-based dissection of the synergistic mechanism of Huangqi and Huanglian for diabetes mellitus. Front Pharmacol 8:694

    Article  Google Scholar 

  • Zhang B, Wang X, Li S (2013) An integrative platform of TCM network pharmacology and its application on a herbal formula, Qing-Luo-Yin. Evid Based Complement Altern Med 2013:456747

    Google Scholar 

Download references

Funding

This work was financially supported by Project of the Project of Chinese Medicine Education Association (no. 2016SKT-M035), Chinese Medicine Education Association (no. 2016SKT-Z003) and Beijing Municipal Science & Technology Commission (no. Z171100001717013), and State Natural Science Foundation (no. 81573631).

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Correspondence to Yanling Zhao.

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All the authors declare that they have no conflict of interest.

Human/animal rights statement

This article does not contain any studies with human participants performed by any of the authors. All the above experimental operations were performed in accordance with the Guiding Principles for the Care and Use of Laboratory Animals of China. All animal studies were approved by the Ethical Committee of the fifth medical center of PLA general hospital.

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Communicated by S. Hohmann.

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Wei, S., Zhou, X., Niu, M. et al. Network pharmacology exploration reveals the bioactive compounds and molecular mechanisms of Li-Ru-Kang against hyperplasia of mammary gland. Mol Genet Genomics 294, 1159–1171 (2019). https://doi.org/10.1007/s00438-019-01569-5

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