Abstract
We applied network pharmacology and molecular docking analyses to study the efficacy of Broussonin E (BRE) in acute respiratory distress syndrome (ARDS) treatment and to determine the core components, potential targets, and mechanism of action of BRE. The SwissTargetprediction and SEA databases were used to predict BRE targets, and the GeneCards and OMIM databases were used to predict ARDS-related genes. The drug targets and disease targets were mapped to obtain an intersecting drug target gene network, which was then uploaded into the String database for protein–protein interaction network analysis. The intersecting gene was also uploaded into the DAVID database for gene ontology enrichment analysis and Kyoto encyclopedia of genes and genomes pathway analysis. Molecular docking analysis was performed to verify the interaction of BRE with the key targets. Finally, to validate the experiment in vivo, we established an oleic acid-induced ARDS rat model and evaluated the protective effect of BRE on ARDS by histological evaluation and enzyme-linked immunosorbent assay. Overall, 79 targets of BRE and 3974 targets of ARDS were predicted, and 79 targets were obtained after intersection. Key genes such as HSP90AA1, JUN, ESR1, MTOR, and PIK3CA play important roles in the nucleus and cytoplasm by regulating the tumor necrosis factor, nuclear factor-κB, and PI3K-Akt signaling pathways. Molecular docking results showed that small molecules of BRE could freely bind to the active site of the target proteins. In vivo experiments showed that BRE could reduce ARDS-related histopathological changes, release of inflammatory factors, and infiltration of macrophages and oxidative stress reaction. BRE exerts its therapeutic effect on ARDS through target and multiple pathways. This study also predicted the potential mechanism of BRE on ARDS, which provides the theoretical basis for in-depth and comprehensive studies of BRE treatment on ARDS.
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The datasets generated and/or analyzed during the current study are not publicly available due to subsequent experiments that have not been completed but are available from the corresponding author on reasonable request.
References
Amberger J S, Bocchini C A, Schiettecatte F, Scott A F, and Hamosh A (2015) OMIM.org: Online Mendelian Inheritance in Man (OMIM®), an online catalog of human genes and genetic disorders. Nucleic Acids Res 43(Database issue):D789-798. https://doi.org/10.1093/nar/gku1205
Arora P, Athari SS, Nainwal LM (2022) Piperine attenuates production of inflammatory biomarkers, oxidative stress and neutrophils in lungs of cigarette smoke-exposed experimental mice. Food Bioscience 49:101909. https://doi.org/10.1016/j.fbio.2022.101909
Babu FS, Liang X, Enten GA, DeSantis AJ, Volkman BF, Gao X ... Majetschak M (2020) Natural and engineered chemokine (C-X-C motif) receptor 4 agonists prevent acute respiratory distress syndrome after lung ischemia-reperfusion injury and hemorrhage. Sci Rep 10(1):11359. https://doi.org/10.1038/s41598-020-68425-0
Bahadur S, Kalonia T, Kamini K, Gupta B, Kalhan S, Jain M (2021) Changes in peripheral blood in SARS CoV-2 patients and its clinico-pathological correlation: a prospective cross-sectional study. Int J Lab Hematol 43(6):1334–1340. https://doi.org/10.1111/ijlh.13720
Boyle A J, Ferris P, Bradbury I, Conlon J, Shankar-Hari M, Rogers A J ... McAuley D F (2022) Baseline plasma IL-18 may predict simvastatin treatment response in patients with ARDS: a secondary analysis of the HARP-2 randomised clinical trial. Crit Care 26(1):164. https://doi.org/10.1186/s13054-022-04025-w
Chandran U, Mehendale N, Tillu G, Patwardhan B (2015) Network Pharmacology of Ayurveda Formulation Triphala with Special Reference to Anti-Cancer Property. Comb Chem High Throughput Screen 18(9):846–854. https://doi.org/10.2174/1386207318666151019093606
Cochi SE, Kempker JA, Annangi S, Kramer MR, Martin GS (2016) Mortality trends of acute respiratory distress syndrome in the United States from 1999 to 2013. Ann Am Thorac Soc 13(10):1742–1751. https://doi.org/10.1513/AnnalsATS.201512-841OC
Chen L, Li W, Qi D, Wang D (2018) Lycium barbarum polysaccharide protects against LPS-induced ARDS by inhibiting apoptosis, oxidative stress, and inflammation in pulmonary endothelial cells. Free Radic Res 52(4):480–490. https://doi.org/10.1080/10715762.2018.1447105
Das U N (2021) Essential fatty acids and their metabolites in the pathobiology of inflammation and its resolution. Biomolecules 11(12). https://doi.org/10.3390/biom11121873
Dayan F, Mazure NM, Brahimi-Horn MC, Pouysségur J (2008) A dialogue between the hypoxia-inducible factor and the tumor microenvironment. Cancer Microenviron 1(1):53–68. https://doi.org/10.1007/s12307-008-0006-3
Diao Y, Ding Q, Xu G, Li Y, Li Z, Zhu H, Shi Y (2022) Qingfei Litan decoction against acute lung injury/acute respiratory distress syndrome: the potential roles of anti-inflammatory and anti-oxidative effects. Front Pharmacol 13:857502. https://doi.org/10.3389/fphar.2022.857502
Fan H, Jiang C, Zhong B, Sheng J, Chen T, Chen Q ... Zhao H (2018) Matrine ameliorates colorectal cancer in rats via inhibition of HMGB1 Signaling and Downregulation of IL-6, TNF-α, and HMGB1. J Immunol Res 2018:5408324. https://doi.org/10.1155/2018/5408324
Frenkel D, Pachori A S, Zhang L, Dembinsky-Vaknin A, Farfara D, Petrovic-Stojkovic S ... Weiner H L (2009) Nasal vaccination with troponin reduces troponin specific T-cell responses and improves heart function in myocardial ischemia-reperfusion injury. Int Immunol 21(7):817-829. https://doi.org/10.1093/intimm/dxp051
Goel B, and Jain SK (2022) Natural products as a source of cytotoxic warheads in antibody-drug conjugates. Nat Prod Res:1-13. https://doi.org/10.1080/14786419.2022.2138872
Hopkins AL (2008) Network pharmacology: the next paradigm in drug discovery. Nat Chem Biol 4(11):682–690. https://doi.org/10.1038/nchembio.118
Huang da W, Sherman BT, Lempicki RA (2009) Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists. Nucleic Acids Res 37(1):1–13. https://doi.org/10.1093/nar/gkn923
Huang J, Wang B, Tao S, Hu Y, Wang N, Zhang Q ... Li Y (2022) D-tagatose protects against oleic acid-induced acute respiratory distress syndrome in rats by activating PTEN/PI3K/AKT pathway. Front Immunol 13:928312. https://doi.org/10.3389/fimmu.2022.928312
Huang SP, Guan X, Kai GY, Xu YZ, Xu Y, Wang HJ ... Liu Y (2019) Broussonin E suppresses LPS-induced inflammatory response in macrophages via inhibiting MAPK pathway and enhancing JAK2-STAT3 pathway. Chin J Nat Med 17(5):372-380.https://doi.org/10.1016/s1875-5364(19)30043-3
Kushwah A S, Mittal R, Kumar M, Kaur G, Goel P, Sharma R K ... Nainwal L M (2022) Cardioprotective activity of Cassia fistula L. bark extract in isoproterenol-induced myocardial infarction rat model. Evid Based Complement Alternat Med 2022:6874281. https://doi.org/10.1155/2022/6874281
Kumar KV, Rao SM, Gayani R, Mohan IK, Naidu MU (2000) Oxidant stress and essential fatty acids in patients with risk and established ARDS. Clin Chim Acta 298(1–2):111–120. https://doi.org/10.1016/s0009-8981(00)00264-3
Lee DY, Lee HJ, Ryu JH (2018) Prenylated polyphenols from Broussonetia kazinoki as inhibitors of nitric oxide production. Molecules 23(3). https://doi.org/10.3390/molecules23030639
Li J, Xia Y, Huang Z, Zhao Y, Xiong R, Li X ... Shan F (2021) Novel HIF-1-target gene isthmin1 contributes to hypoxia-induced hyperpermeability of pulmonary microvascular endothelial cells monolayers. Am J Physiol Cell Physiol 321(4):C671-c680. https://doi.org/10.1152/ajpcell.00124.2021
Lu X J, Chen Q, Rong YJ, Chen F, and Chen J (2017) CXCR3.1 and CXCR3.2 differentially contribute to macrophage polarization in teleost fish. J Immunol 198(12):4692-4706. https://doi.org/10.4049/jimmunol.1700101
Nabi S A, Ramzan F, Lone MS, Beg MA, Hamid A, Nainwal L M ... Javed K (2022) Synthesis, crystallographic study, molecular docking, ADMET, DFT and biological evaluation of new series of aurone derivatives as anti-leishmanial agents. Journal of Molecular Structure 1256:132528. https://doi.org/10.1016/j.molstruc.2022.132528
Nainwal LM, Shaququzzaman M, Akhter M, Husain A, Parvez S, Khan F ... Alam M M (2020) Synthesis, ADMET prediction and reverse screening study of 3,4,5-trimethoxy phenyl ring pendant sulfur-containing cyanopyrimidine derivatives as promising apoptosis inducing anticancer agents. Bioorg Chem 104:104282. https://doi.org/10.1016/j.bioorg.2020.104282
Neto RAM, Santos CBR, Henriques SVC, Machado LO, Cruz JN, da Silva C ... Gomes MRF (2022) Novel chalcones derivatives with potential antineoplastic activity investigated by docking and molecular dynamics simulations. J Biomol Struct Dyn 40(5):2204-2216. https://doi.org/10.1080/07391102.2020.1839562
Opitz B, van Laak V, Eitel J, Suttorp N (2010) Innate immune recognition in infectious and noninfectious diseases of the lung. Am J Respir Crit Care Med 181(12):1294–1309. https://doi.org/10.1164/rccm.200909-1427SO
Parhar K K S, Zjadewicz K, Soo A, Sutton A, Zjadewicz M, Doig L ... Doig C J (2019) Epidemiology, mechanical power, and 3-year outcomes in acute respiratory distress syndrome patients using standardized screening. An observational cohort study. Ann Am Thorac Soc 16(10):1263-1272. https://doi.org/10.1513/AnnalsATS.201812-910OC
Safran M, Dalah I, Alexander J, Rosen N, Iny Stein T, Shmoish M ... Lancet D (2010) GeneCards Version 3: the human gene integrator. Database (Oxford) 2010:baq020. https://doi.org/10.1093/database/baq020
Song JL, Zhao X, Wang Q (2013) Protective effects of Quercus salicina on alloxan-induced oxidative stress in HIT-T15 pancreatic β cells. Exp Ther Med 5(3):947–951. https://doi.org/10.3892/etm.2013.885
Szklarczyk D, Gable AL, Lyon D, Junge A, Wyder S, Huerta-Cepas J ... Mering CV (2019) STRING v11: protein-protein association networks with increased coverage, supporting functional discovery in genome-wide experimental datasets. Nucleic Acids Res 47(D1):D607-d613. https://doi.org/10.1093/nar/gky1131
Wang L, Xie Y, Yang W, Yang Z, Jiang S, Zhang C ... Zhang G (2019) Alfalfa polysaccharide prevents H(2)O(2)-induced oxidative damage in MEFs by activating MAPK/Nrf2 signaling pathways and suppressing NF-κB signaling pathways. Sci Rep 9(1):1782. https://doi.org/10.1038/s41598-018-38466-7
Wu Y, Wang Y, Liu B, Cheng Y, Qian H, Yang H ... Shen F (2020) SN50 attenuates alveolar hypercoagulation and fibrinolysis inhibition in acute respiratory distress syndrome mice through inhibiting NF-κB p65 translocation. Respir Res 21(1):130. https://doi.org/10.1186/s12931-020-01372-6
Wick KD, McAuley DF, Levitt JE, Beitler JR, Annane D, Riviello ED ... Matthay MA (2021) Promises and challenges of personalized medicine to guide ARDS therapy. Crit Care 25(1):404. https://doi.org/10.1186/s13054-021-03822-z
Yang C, Song C, Liu Y, Qu J, Li H, Xiao W ... Lv W (2021) Re-Du-Ning injection ameliorates LPS-induced lung injury through inhibiting neutrophil extracellular traps formation. Phytomedicine 90:153635. https://doi.org/10.1016/j.phymed.2021.153635
Yeh CC, Kao SJ, Lin CC, Wang SD, Liu CJ, Kao ST (2007) The immunomodulation of endotoxin-induced acute lung injury by hesperidin in vivo and in vitro. Life Sci 80(20):1821–1831. https://doi.org/10.1016/j.lfs.2007.01.052
Zhao Y, Zhang C W, Zhou W J, Chen J, Luo N F, Gong L N ... Zhou J (2014) Is there a role of TNFR1 in acute lung injury cases associated with extracorporeal circulation? J Zhejiang Univ Sci B 15(3):281-288. https://doi.org/10.1631/jzus.B1300147
Zheng L, Zhang J, Yu S, Ding Z, Song H, Wang Y ... Li Y (2020) Lanthanum chloride causes neurotoxicity in rats by upregulating miR-124 expression and targeting PIK3CA to regulate the PI3K/Akt signaling pathway. Biomed Res Int 2020:5205142. https://doi.org/10.1155/2020/5205142
Funding
This work was supported by the National Natural Science Foundation of China (81800319), the Basic and Clinical Cooperative Research Promotion Program of Anhui Medical University (2020xkjT046), the Research Fund of Anhui Medical University (2019xkj144, 2020xkj047), the Open Research fund of Key Laboratory of Anesthesiology and Perioperative Medicine of Anhui Higher Education Institutes, Anhui Medical University (MZKF202003), and the Anhui Public Health Clinical Center Scientific Research Cultivating Fund (2022YKJ05, 2023YKJ10).
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All authors contributed to the study conception and design, and approved the final manuscript. Conceptualization, resources acquisition, methodology, project administration, data analysis, and roles/writing—original draft and writing—review and editing were performed by C.C., C.H.W., R.G.R., J.H., and N.W. The histological analysis, material preparation, and data collection were performed by N.W., G.C.S., and Q.Y.Z. Q.G., B.J.W., L.L.G., Y.X.H., and G.C. performed the statistical analysis. The investigation, methodology, data collection, and analysis were performed by N.W., G.C.S., and Q.Y.Z. All authors contributed to the article and approved the submitted version. The authors declare that all data were generated in-house and that no paper mill was used.
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Wang, N., Sun, G., Zhang, Q. et al. Broussonin E against acute respiratory distress syndrome: the potential roles of anti-inflammatory. Naunyn-Schmiedeberg's Arch Pharmacol 397, 3195–3209 (2024). https://doi.org/10.1007/s00210-023-02801-1
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DOI: https://doi.org/10.1007/s00210-023-02801-1