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Zia M, Parveen S, Shafiq N, Rashid M, Farooq A, Dauelbait M, Shahab M, Salamatullah AM, Brogi S, Bourhia M. Exploring Citrus sinensis Phytochemicals as Potential Inhibitors for Breast Cancer Genes BRCA1 and BRCA2 Using Pharmacophore Modeling, Molecular Docking, MD Simulations, and DFT Analysis. ACS OMEGA 2024; 9:2161-2182. [PMID: 38250382 PMCID: PMC10795055 DOI: 10.1021/acsomega.3c05098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Revised: 12/12/2023] [Accepted: 12/19/2023] [Indexed: 01/23/2024]
Abstract
BACKGROUND Structure-activity relationship (SAR) is considered to be an effective in silico approach when discovering potential antagonists for breast cancer due to gene mutation. Major challenges are faced by conventional SAR in predicting novel antagonists due to the discovery of diverse antagonistic compounds. Methodologyand Results: In predicting breast cancer antagonists, a multistep screening of phytochemicals isolated from the seeds of the Citrus sinensis plant was applied using feasible complementary methodologies. A three-dimensional quantitative structure-activity relationship (3D-QSAR) model was developed through the Flare project, in which conformational analysis, pharmacophore generation, and compound alignment were done. Ten hit compounds were obtained through the development of the 3D-QSAR model. For exploring the mechanism of action of active compounds against cocrystal inhibitors, molecular docking analysis was done through Molegro software (MVD) to identify lead compounds. Three new proteins, namely, 1T15, 3EU7, and 1T29, displayed the best Moldock scores. The quality of the docking study was assessed by a molecular dynamics simulation. Based on binding affinities to the receptor in the docking studies, three lead compounds (stigmasterol P8, epoxybergamottin P28, and nobiletin P29) were obtained, and they passed through absorption, distribution, metabolism, and excretion (ADME) studies via the SwissADME online service, which proved that P28 and P29 were the most active allosteric inhibitors with the lowest toxicity level against breast cancer. Then, density functional theory (DFT) studies were performed to measure the active compound's reactivity, hardness, and softness with the help of Gaussian 09 software. CONCLUSIONS This multistep screening of phytochemicals revealed high-reliability antagonists of breast cancer by 3D-QSAR using flare, docking analysis, and DFT studies. The present study helps in providing a proper guideline for the development of novel inhibitors of BRCA1 and BRCA2.
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Affiliation(s)
- Mehreen Zia
- Synthetic
and Natural Products Discovery (SNPD) Laboratory, Department of Chemistry, Government College Women University, Faisalabad 38000, Pakistan
| | - Shagufta Parveen
- Synthetic
and Natural Products Discovery (SNPD) Laboratory, Department of Chemistry, Government College Women University, Faisalabad 38000, Pakistan
| | - Nusrat Shafiq
- Synthetic
and Natural Products Discovery (SNPD) Laboratory, Department of Chemistry, Government College Women University, Faisalabad 38000, Pakistan
| | - Maryam Rashid
- Synthetic
and Natural Products Discovery (SNPD) Laboratory, Department of Chemistry, Government College Women University, Faisalabad 38000, Pakistan
| | - Ariba Farooq
- Department
of Chemistry, University of Lahore, Lahore 54000, Pakistan
| | - Musaab Dauelbait
- Department
of Scientific Translation, Faculty of Translation, University of Bahri, Khartoum 11111, Sudan
| | - Muhammad Shahab
- State
Key Laboratories of Chemical Resources Engineering, Beijing University of Chemical Technology, Beijing 100029, P. R. China
| | - Ahmad Mohammad Salamatullah
- Department
of Food Science & Nutrition, College of Food and Agricultural
Sciences, King Saud University, 11 P.O. Box 2460, Riyadh 11451, Saudi Arabia
| | - Simone Brogi
- Department
of Pharmacy, Pisa University, Pisa 56124, Italy
| | - Mohammed Bourhia
- Department
of Chemistry and Biochemistry, Faculty of Medicine and Pharmacy, Ibn Zohr University, Laayoune 70000, Morocco
- Laboratory
of Chemistry-Biochemistry, Environment, Nutrition, and Health, Faculty
of Medicine and Pharmacy, University Hassan
II, B. P. 5696, Casablanca, Morocco
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Ferreira RC, Duarte SS, de Sousa VM, de Souza RRM, Marques KKG, de Abrantes RA, do Nascimento YM, de Sousa NF, Scotti MT, Scotti L, Tavares JF, Gonçalves JCR, da Silva MS, Sobral MV. The Essential Oil from Conyza bonariensis (L.) Cronquist (Asteraceae) Exerts an In Vitro Antimelanoma Effect by Inducing Apoptosis and Modulating the MAPKs, NF-κB, and PKB/AKT Signaling Pathways. Pharmaceuticals (Basel) 2023; 16:1553. [PMID: 38004419 PMCID: PMC10674350 DOI: 10.3390/ph16111553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 10/21/2023] [Accepted: 10/25/2023] [Indexed: 11/26/2023] Open
Abstract
The characterization and cytotoxicity of the essential oil from Conyza bonariensis (L.) aerial parts (CBEO) were previously conducted. The major compound was (Z)-2-lachnophyllum ester (EZ), and CBEO exhibited significant ROS-dependent cytotoxicity in the melanoma cell line SK-MEL-28. Herein, we employed the Molegro Virtual Docker v.6.0.1 software to investigate the interactions between the EZ and Mitogen-Activated Protein Kinases (MAPKs), the Nuclear Factor kappa B (NF-κB), and the Protein Kinase B (PKB/AKT). Additionally, in vitro assays were performed in SK-MEL-28 cells to assess the effect of CBEO on the cell cycle, apoptosis, and these signaling pathways by flow cytometry and the 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assay using MAPKs inhibitors. CBEO induced a significant increase in the sub-G1 peak, as well as biochemical and morphological changes characteristic of apoptosis. The in-silico results indicated that EZ interacts with Extracellular Signal-Regulated Kinase 1 (ERK1), c-Jun N-terminal Kinase 1 (JNK1), p38α MAPK, NF-κB, and PKB/AKT. Moreover, CBEO modulated the ERK1/2, JNK, p38 MAPK, NF-κB, and PKB/AKT activities in SK-MEL-28 cells. Furthermore, CBEO's cytotoxicity against SK-MEL-28 cells was significantly altered in the presence of MAPKs inhibitors. These findings support the in vitro antimelanoma effect of CBEO through apoptosis induction, and the modulation of ERK, JNK, p38 MAPK, NF-κB, and PKB/AKT activities.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | - Marianna Vieira Sobral
- Postgraduate Program in Natural Products and Bioactive Synthetics, Federal University of Paraíba, João Pessoa 58051-970, PB, Brazil (R.R.M.d.S.); (K.K.G.M.)
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