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Published in: BMC Complementary Medicine and Therapies 1/2023

Open Access 01-12-2023 | Breast Cancer | Research

Network pharmacology and molecular docking study for biological pathway detection of cytotoxicity of the yellow jasmine flowers

Authors: Seham S. El-Hawary, Marzough A Albalawi, Ayat O. S. Montasser, Shaimaa R. Ahmed, Sumera Qasim, Ali A. Shati, Mohammad Y. Alfaifi, Serag Eldin I. Elbehairi, Omnia F. Hassan, Abdelfattah A. Sadakah, Fatma A. Mokhtar

Published in: BMC Complementary Medicine and Therapies | Issue 1/2023

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Abstract

Background

The yellow jasmine flower (Jasminum humile L.) is a fragrant plant belonging to the Oleaceae family with promising phytoconstituents and interesting medicinal uses. The purpose of this study was to characterize the plant metabolome to identify the potential bioactive agents with cytotoxic effects and the underlying mechanism of cytotoxic activity.

Methods

First, HPLC–PDA-MS/MS was used to identify the potential bioactive compounds in the flowers. Furthermore, we assessed the cytotoxic activity of the flower extract against breast cancer (MCF-7) cell line using MTT assay followed by the cell cycle, DNA-flow cytometry, and Annexin V-FITC analyses alongside the effect on reactive oxygen species (ROS). Finally, Network pharmacology followed by a molecular docking study was performed to predict the pathways involved in anti-breast cancer activity.

Results

HPLC–PDA-MS/MS tentatively identified 33 compounds, mainly secoiridoids. J. humile extract showed a cytotoxic effect on MCF-7 breast cancer cell line with IC50 value of 9.3 ± 1.2 µg/mL. Studying the apoptotic effect of J. humile extract revealed that it disrupts G2/M phase in the cell cycle, increases the percentage of early and late apoptosis in Annexin V-FTIC, and affects the oxidative stress markers (CAT, SOD, and GSH-R). Network analysis revealed that out of 33 compounds, 24 displayed interaction with 52 human target genes. Relationship between compounds, target genes, and pathways revealed that J. humile exerts its effect on breast cancer by altering, Estrogen signaling pathway, HER2, and EGFR overexpression. To further verify the results of network pharmacology, molecular docking was performed with the five key compounds and the topmost target, EGFR. The results of molecular docking were consistent with those of network pharmacology.

Conclusion

Our findings suggest that J. humile suppresses breast cancer proliferation and induces cell cycle arrest and apoptosis partly by EGFR signaling pathway, highlighting J. humile as a potential therapeutic candidate against breast cancer.
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Literature
1.
go back to reference Tor YS, Yazan LS, Foo JB, et al. Induction of apoptosis in MCF-7 cells via oxidative stress generation, mitochondria-dependent and caspase-independent pathway by ethyl acetate extract of Dillenia suffruticosa and its chemical profile. PLoS One. 2015;10(6):e0127441.PubMedPubMedCentralCrossRef Tor YS, Yazan LS, Foo JB, et al. Induction of apoptosis in MCF-7 cells via oxidative stress generation, mitochondria-dependent and caspase-independent pathway by ethyl acetate extract of Dillenia suffruticosa and its chemical profile. PLoS One. 2015;10(6):e0127441.PubMedPubMedCentralCrossRef
2.
go back to reference Maltecca F, Casari G. In vivo detection of oxidized proteins: a practical approach to tissue-derived mitochondria. Protein Misfolding and Cellular Stress in Disease and Aging: Concepts and Protocols. 2010;257-267. Maltecca F, Casari G. In vivo detection of oxidized proteins: a practical approach to tissue-derived mitochondria. Protein Misfolding and Cellular Stress in Disease and Aging: Concepts and Protocols. 2010;257-267.
5.
go back to reference Sunilkumar D, Drishya G, Chandrasekharan A, et al. Oxyresveratrol drives caspase-independent apoptosis-like cell death in MDA-MB-231 breast cancer cells through the induction of ROS. Biochem Pharmacol. 2020;173:113724.PubMedCrossRef Sunilkumar D, Drishya G, Chandrasekharan A, et al. Oxyresveratrol drives caspase-independent apoptosis-like cell death in MDA-MB-231 breast cancer cells through the induction of ROS. Biochem Pharmacol. 2020;173:113724.PubMedCrossRef
6.
go back to reference Khan A, Farooq U, Ullah F, et al. Determination of biological activities and total phenolic contents of flowers of Jasminum humile and roots of Dorema aucheri. J Chem Soc Pak. 2014;36(2):291–5. Khan A, Farooq U, Ullah F, et al. Determination of biological activities and total phenolic contents of flowers of Jasminum humile and roots of Dorema aucheri. J Chem Soc Pak. 2014;36(2):291–5.
7.
go back to reference Krishnaswamy N, Raman VJT, sambac cnofvoJ, Soc osJIB: Cytogenetical studies of the Indian Jasmines. I. 1948, 27:77-83. Krishnaswamy N, Raman VJT, sambac cnofvoJ, Soc osJIB: Cytogenetical studies of the Indian Jasmines. I. 1948, 27:77-83.
8.
go back to reference Atli A, Atilgan A, Altinkaya C, et al. yellow jasmine, and madder berries as novel natural sensitizers for dye-sensitized solar cells. Int J Energy Res. 2019;43(8):3914–22.CrossRef Atli A, Atilgan A, Altinkaya C, et al. yellow jasmine, and madder berries as novel natural sensitizers for dye-sensitized solar cells. Int J Energy Res. 2019;43(8):3914–22.CrossRef
9.
go back to reference El-Hawary SS, El-Hefnawy HM, El-Raey MA, et al. Jasminum azoricum L. leaves: HPLC-PDA/MS/MS profiling and in-vitro cytotoxicity supported by molecular docking. Nat Prod Res. 2021;35(23):5518–20.PubMedCrossRef El-Hawary SS, El-Hefnawy HM, El-Raey MA, et al. Jasminum azoricum L. leaves: HPLC-PDA/MS/MS profiling and in-vitro cytotoxicity supported by molecular docking. Nat Prod Res. 2021;35(23):5518–20.PubMedCrossRef
10.
go back to reference El-Hawary SS, El-Hefnawy HM, Osman SM, et al. Phenolic profiling of different Jasminum species cultivated in Egypt and their antioxidant activity. Nat Prod Res. 2021;35(22):4663–8.PubMedCrossRef El-Hawary SS, El-Hefnawy HM, Osman SM, et al. Phenolic profiling of different Jasminum species cultivated in Egypt and their antioxidant activity. Nat Prod Res. 2021;35(22):4663–8.PubMedCrossRef
11.
go back to reference El-Hawary SS, El-Hefnawy HM, Osman SM, Mostafa ES, Mokhtar F, El-Raey M. Chemical profile of two jasminum sambac L.(AIT) cultivars cultivated in egypt-their mediated silver nanoparticles synthesis and selective cytotoxicity. 2019.CrossRef El-Hawary SS, El-Hefnawy HM, Osman SM, Mostafa ES, Mokhtar F, El-Raey M. Chemical profile of two jasminum sambac L.(AIT) cultivars cultivated in egypt-their mediated silver nanoparticles synthesis and selective cytotoxicity. 2019.CrossRef
12.
go back to reference Kumaresan M, Kannan M, Sankari A, et al. Phytochemical screening and antioxidant activity of Jasminum multiflorum (pink Kakada) leaves and flowers. J Pharmacogn Phytochem. 2019;8(3):1168–73. Kumaresan M, Kannan M, Sankari A, et al. Phytochemical screening and antioxidant activity of Jasminum multiflorum (pink Kakada) leaves and flowers. J Pharmacogn Phytochem. 2019;8(3):1168–73.
13.
go back to reference Khidzir KM, Cheng SF, Chuah CH. Interspecies variation of chemical constituents and antioxidant capacity of extracts from Jasminum sambac and Jasminum multiflorum grown in Malaysia. Ind Crops Prod. 2015;74:635–41.CrossRef Khidzir KM, Cheng SF, Chuah CH. Interspecies variation of chemical constituents and antioxidant capacity of extracts from Jasminum sambac and Jasminum multiflorum grown in Malaysia. Ind Crops Prod. 2015;74:635–41.CrossRef
14.
go back to reference Nain P, Kumar A, Sharma S, et al. In vitro evaluation of antimicrobial and antioxidant activities of methanolic extract of Jasminum humile leaves. Asian Pac J Trop Med. 2011;4(10):804–7.PubMedCrossRef Nain P, Kumar A, Sharma S, et al. In vitro evaluation of antimicrobial and antioxidant activities of methanolic extract of Jasminum humile leaves. Asian Pac J Trop Med. 2011;4(10):804–7.PubMedCrossRef
15.
go back to reference El-Sayed MA, Al-Gendy AA, Hamdan DI, et al. Phytoconstituents, LC-ESI-MS profile, antioxidant and antimicrobial activities of Citrus x limon L. Burm. f. Cultivar Variegated Pink Lemon. J Pharm Sci Res. 2017;9(4):375. El-Sayed MA, Al-Gendy AA, Hamdan DI, et al. Phytoconstituents, LC-ESI-MS profile, antioxidant and antimicrobial activities of Citrus x limon L. Burm. f. Cultivar Variegated Pink Lemon. J Pharm Sci Res. 2017;9(4):375.
16.
go back to reference Bhowmik D, Chatterjee DP, Mallik A, et al. Study of the analgesic activity of methanolic extract of jasmine root (Jasminum sambac). Indian J Res Pharm Biotechnol. 2013;1(1):14. Bhowmik D, Chatterjee DP, Mallik A, et al. Study of the analgesic activity of methanolic extract of jasmine root (Jasminum sambac). Indian J Res Pharm Biotechnol. 2013;1(1):14.
17.
go back to reference AlRashdi AS, Salama SM, Alkiyumi SS, et al. Mechanisms of gastroprotective effects of ethanolic leaf extract of Jasminum sambac against HCl/ethanol-induced gastric mucosal injury in rats. Evid Based Complement Alternat Med. 2012;2012:786426.PubMedPubMedCentralCrossRef AlRashdi AS, Salama SM, Alkiyumi SS, et al. Mechanisms of gastroprotective effects of ethanolic leaf extract of Jasminum sambac against HCl/ethanol-induced gastric mucosal injury in rats. Evid Based Complement Alternat Med. 2012;2012:786426.PubMedPubMedCentralCrossRef
18.
go back to reference Anaya‐Esparza LM, Ramírez‐Marez MV, Montalvo‐González E, Sánchez‐Burgos JA: Cherimoya (Annona cherimola Mill.). Fruit and Vegetable Phytochemicals: Chemistry and Human Health, 2nd Edition 2017;93–1002. Anaya‐Esparza LM, Ramírez‐Marez MV, Montalvo‐González E, Sánchez‐Burgos JA: Cherimoya (Annona cherimola Mill.). Fruit and Vegetable Phytochemicals: Chemistry and Human Health, 2nd Edition 2017;93–1002.
19.
go back to reference Biselli R, Ferlini C, Fattorossi A, et al. Inflammatory myofibroblastic tumor (inflammatory pseudotumor): DNA flow cytometric analysis of nine pediatric cases. Cancer. 1996;77(4):778–84.PubMedCrossRef Biselli R, Ferlini C, Fattorossi A, et al. Inflammatory myofibroblastic tumor (inflammatory pseudotumor): DNA flow cytometric analysis of nine pediatric cases. Cancer. 1996;77(4):778–84.PubMedCrossRef
20.
go back to reference Schutte B, Nuydens R, Geerts H, Ramaekers F. Annexin V binding assay as a tool to measure apoptosis in differentiated neuronal cells. J Neurosci Methods. 1998;86(1):63–9.PubMedCrossRef Schutte B, Nuydens R, Geerts H, Ramaekers F. Annexin V binding assay as a tool to measure apoptosis in differentiated neuronal cells. J Neurosci Methods. 1998;86(1):63–9.PubMedCrossRef
21.
go back to reference Machado-Vieira R, Andreazza AC, Viale CI, et al. Oxidative stress parameters in unmedicated and treated bipolar subjects during initial manic episode: a possible role for lithium antioxidant effects. Neurosci Lett. 2007;421(1):33–6.PubMedCrossRef Machado-Vieira R, Andreazza AC, Viale CI, et al. Oxidative stress parameters in unmedicated and treated bipolar subjects during initial manic episode: a possible role for lithium antioxidant effects. Neurosci Lett. 2007;421(1):33–6.PubMedCrossRef
22.
go back to reference Alzarea SI, Qasim S, Uttra AM, et al. Network Pharmacology and Molecular Docking Based Prediction of Mechanism of Pharmacological Attributes of Glutinol. Processes. 2022;10(8):1492.CrossRef Alzarea SI, Qasim S, Uttra AM, et al. Network Pharmacology and Molecular Docking Based Prediction of Mechanism of Pharmacological Attributes of Glutinol. Processes. 2022;10(8):1492.CrossRef
23.
go back to reference Ahmed SR, Al-Sanea MM, Mostafa EM, et al. A Network Pharmacology Analysis of Cytotoxic Triterpenes Isolated from Euphorbia abyssinica Latex Supported by Drug-likeness and ADMET Studies. ACS Omega. 2022;7(21):17713–22.PubMedPubMedCentralCrossRef Ahmed SR, Al-Sanea MM, Mostafa EM, et al. A Network Pharmacology Analysis of Cytotoxic Triterpenes Isolated from Euphorbia abyssinica Latex Supported by Drug-likeness and ADMET Studies. ACS Omega. 2022;7(21):17713–22.PubMedPubMedCentralCrossRef
24.
go back to reference Kanehisa M, Furumichi M, Sato Y, Kawashima M, Ishiguro-Watanabe M. KEGG for taxonomy-based analysis of pathways and genomes. Nucleic Acids Res. 2023;51(D1):D587–92.PubMedCrossRef Kanehisa M, Furumichi M, Sato Y, Kawashima M, Ishiguro-Watanabe M. KEGG for taxonomy-based analysis of pathways and genomes. Nucleic Acids Res. 2023;51(D1):D587–92.PubMedCrossRef
25.
go back to reference Qasim S, Kalsoom S, Shahzad M, Irfan HM, Zafar MS, Bukhari IA, Vohra F, Afzal S. Appraisal of disease-modifying potential of amlodipine as an anti-arthritic agent: new indication for an old drug. Inflammopharmacology. 2020;28(4):1121-36.18.PubMedCrossRef Qasim S, Kalsoom S, Shahzad M, Irfan HM, Zafar MS, Bukhari IA, Vohra F, Afzal S. Appraisal of disease-modifying potential of amlodipine as an anti-arthritic agent: new indication for an old drug. Inflammopharmacology. 2020;28(4):1121-36.18.PubMedCrossRef
27.
go back to reference Lommen A, Godejohann M, Venema DP, et al. Application of directly coupled HPLC− NMR− MS to the identification and confirmation of quercetin glycosides and phloretin glycosides in apple peel. Anal Chem. 2000;72(8):1793–7.PubMedCrossRef Lommen A, Godejohann M, Venema DP, et al. Application of directly coupled HPLC− NMR− MS to the identification and confirmation of quercetin glycosides and phloretin glycosides in apple peel. Anal Chem. 2000;72(8):1793–7.PubMedCrossRef
28.
go back to reference Alam MA, Subhan N, Hossain H, et al. Hydroxycinnamic acid derivatives: a potential class of natural compounds for the management of lipid metabolism and obesity. Nutr Metab. 2016;13(1):1–3.CrossRef Alam MA, Subhan N, Hossain H, et al. Hydroxycinnamic acid derivatives: a potential class of natural compounds for the management of lipid metabolism and obesity. Nutr Metab. 2016;13(1):1–3.CrossRef
29.
go back to reference Tomassini L, Ventrone A, Frezza C, et al. Lignans and secoiridoid glycosides from the stem barks of Jasminum tortuosum. Nat Prod Res. 2018;32(15):1853–7.PubMedCrossRef Tomassini L, Ventrone A, Frezza C, et al. Lignans and secoiridoid glycosides from the stem barks of Jasminum tortuosum. Nat Prod Res. 2018;32(15):1853–7.PubMedCrossRef
30.
go back to reference Harborne JB, Mabry TJ. The flavonoids: advances in research. New York: Springer; 2013. Harborne JB, Mabry TJ. The flavonoids: advances in research. New York: Springer; 2013.
31.
go back to reference Koike A, Barreira JC, Barros L, et al. Edible flowers of Viola tricolor L. as a new functional food: Antioxidant activity, individual phenolics and effects of gamma and electron-beam irradiation. Food Chemistry. 2015;179:6–14.PubMedCrossRef Koike A, Barreira JC, Barros L, et al. Edible flowers of Viola tricolor L. as a new functional food: Antioxidant activity, individual phenolics and effects of gamma and electron-beam irradiation. Food Chemistry. 2015;179:6–14.PubMedCrossRef
32.
go back to reference Yang JH, Kondratyuk TP, Marler LE, et al. Isolation and evaluation of kaempferol glycosides from the fern Neocheiropteris palmatopedata. Phytochemistry. 2010;71(5–6):641–7.PubMedPubMedCentralCrossRef Yang JH, Kondratyuk TP, Marler LE, et al. Isolation and evaluation of kaempferol glycosides from the fern Neocheiropteris palmatopedata. Phytochemistry. 2010;71(5–6):641–7.PubMedPubMedCentralCrossRef
33.
go back to reference Shen YC, Chen CH. Multiflorin, A New Secoiridold Lactone from Jasminum Multiflorum. J Chin Chem Soc. 1994;41(4):473–6.CrossRef Shen YC, Chen CH. Multiflorin, A New Secoiridold Lactone from Jasminum Multiflorum. J Chin Chem Soc. 1994;41(4):473–6.CrossRef
34.
go back to reference Damtoft S, Franzyk H, Jensen SR. Excelsioside, a secoiridoid glucoside from Fraxinus excelsior. Phytochemistry. 1992;31(12):4197–201.CrossRef Damtoft S, Franzyk H, Jensen SR. Excelsioside, a secoiridoid glucoside from Fraxinus excelsior. Phytochemistry. 1992;31(12):4197–201.CrossRef
35.
go back to reference Tanahashi T, Takenaka Y, Nagakura N, et al. Three secoiridoid glucosides from Jasminum nudiflorum. J Nat Prod. 1999;62(9):1311–5.PubMedCrossRef Tanahashi T, Takenaka Y, Nagakura N, et al. Three secoiridoid glucosides from Jasminum nudiflorum. J Nat Prod. 1999;62(9):1311–5.PubMedCrossRef
36.
go back to reference Shen YC, Lin SL. New secoiridoid glucosides from Jasminum lanceolarium. Planta Med. 1996;62(06):515–8.PubMedCrossRef Shen YC, Lin SL. New secoiridoid glucosides from Jasminum lanceolarium. Planta Med. 1996;62(06):515–8.PubMedCrossRef
37.
go back to reference Takenaka Y, Tanahashi T, Taguchi H, Nagakura N, Nishi T. Nine new secoiridoid glucosides from Jasminum nudiflorum. Chem Pharm Bull. 2002;50(3):384–9.CrossRef Takenaka Y, Tanahashi T, Taguchi H, Nagakura N, Nishi T. Nine new secoiridoid glucosides from Jasminum nudiflorum. Chem Pharm Bull. 2002;50(3):384–9.CrossRef
38.
go back to reference Cecchi L, Migliorini M, Cherubini C, et al. Phenolic profiles, oil amount and sugar content during olive ripening of three typical Tuscan cultivars to detect the best harvesting time for oil production. Food Res Int. 2013;54(2):1876–84.CrossRef Cecchi L, Migliorini M, Cherubini C, et al. Phenolic profiles, oil amount and sugar content during olive ripening of three typical Tuscan cultivars to detect the best harvesting time for oil production. Food Res Int. 2013;54(2):1876–84.CrossRef
39.
go back to reference Tanahashi T, Takenaka Y, Akimoto M, et al. Six secoiridoid glucosides from Jasminum polyanthum. Chem Pharm Bull. 1997;45(2):367–72.CrossRef Tanahashi T, Takenaka Y, Akimoto M, et al. Six secoiridoid glucosides from Jasminum polyanthum. Chem Pharm Bull. 1997;45(2):367–72.CrossRef
40.
go back to reference Zhang YJ, Liu YQ, Pu XY, et al. Iridoidal glycosides from Jasminum sambac. Phytochemistry. 1995;38(4):899–903.CrossRef Zhang YJ, Liu YQ, Pu XY, et al. Iridoidal glycosides from Jasminum sambac. Phytochemistry. 1995;38(4):899–903.CrossRef
41.
go back to reference Pérez-Bonilla M, Salido S, van Beek TA, et al. Isolation of antioxidative secoiridoids from olive wood (Olea europaea L.) guided by on-line HPLC–DAD–radical scavenging detection. Food Chemistry. 2011;124(1):36–41.CrossRef Pérez-Bonilla M, Salido S, van Beek TA, et al. Isolation of antioxidative secoiridoids from olive wood (Olea europaea L.) guided by on-line HPLC–DAD–radical scavenging detection. Food Chemistry. 2011;124(1):36–41.CrossRef
43.
go back to reference Watkins EJ. Overview of breast cancer. J Am Acad PAs. 2019;32(10):13–7. Watkins EJ. Overview of breast cancer. J Am Acad PAs. 2019;32(10):13–7.
44.
go back to reference Oda K, Matsuoka Y, Funahashi A, Kitano H. A comprehensive pathway map of epidermal growth factor receptor signaling. Mol Syst Biol. 2005;1(1):2005–10.PubMedCentralCrossRef Oda K, Matsuoka Y, Funahashi A, Kitano H. A comprehensive pathway map of epidermal growth factor receptor signaling. Mol Syst Biol. 2005;1(1):2005–10.PubMedCentralCrossRef
46.
go back to reference Chen A, Gu N, Pei J, Su E, Duan X, Cao F, Zhao L. Synthesis of isorhamnetin-3-O-rhamnoside by a three-enzyme (rhamnosyltransferase, glycine max sucrose synthase, UDP-rhamnose synthase) cascade using a UDP-rhamnose regeneration system. Molecules. 2019;24(17):3042.PubMedPubMedCentralCrossRef Chen A, Gu N, Pei J, Su E, Duan X, Cao F, Zhao L. Synthesis of isorhamnetin-3-O-rhamnoside by a three-enzyme (rhamnosyltransferase, glycine max sucrose synthase, UDP-rhamnose synthase) cascade using a UDP-rhamnose regeneration system. Molecules. 2019;24(17):3042.PubMedPubMedCentralCrossRef
Metadata
Title
Network pharmacology and molecular docking study for biological pathway detection of cytotoxicity of the yellow jasmine flowers
Authors
Seham S. El-Hawary
Marzough A Albalawi
Ayat O. S. Montasser
Shaimaa R. Ahmed
Sumera Qasim
Ali A. Shati
Mohammad Y. Alfaifi
Serag Eldin I. Elbehairi
Omnia F. Hassan
Abdelfattah A. Sadakah
Fatma A. Mokhtar
Publication date
01-12-2023
Publisher
BioMed Central
Published in
BMC Complementary Medicine and Therapies / Issue 1/2023
Electronic ISSN: 2662-7671
DOI
https://doi.org/10.1186/s12906-023-03987-w

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