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Bourougaa L, Ouassaf M, Shtaiwi A. Discovery of novel potent drugs for influenza by inhibiting the vital function of neuraminidase via fragment-based drug design (FBDD) and molecular dynamics simulation strategies. J Biomol Struct Dyn 2024; 42:9294-9308. [PMID: 37640004 DOI: 10.1080/07391102.2023.2251065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 08/17/2023] [Indexed: 08/31/2023]
Abstract
The current work describes a fragment linking methodology to generate new neuraminidase inhibitors. A total number of 28,977 fragments from Zinc 20 have been obtained and screened for neuraminidase receptor affinity. Using Schrödinger software, the highest-scoring 270 fragment hits (with scores greater than -7.6) were subjected to fragment combining to create 100 new molecules. These 100 novel compounds were studied using XP docking to evaluate the molecular interaction modes and their binding affinity to neuraminidase receptor. The top ten molecules were selected, for ADMET, drug-likeness features. Based on these characteristics, the best four developed molecules and Zanamivir were submitted to a molecular dynamics simulation investigation to estimate their dynamics within the neuraminidase receptor using Gromacs software. All MD simulation findings show that the generated complexes are very stable when compared to the clinical inhibitor (Zanamivir). In addition, the four designed neuraminidase inhibitors formed very stable complexes with neuraminidase receptor (with total binding energies ranging from -83.50 to -107.85 Kj/mol) according to the total binding energy calculated by MM-PBSA. For the objective of developing new influenza medications, these novel molecules have the potential to be further evaluated in vitro and in vivo for influenza drug discovery.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Lotfi Bourougaa
- Group of Computational and Medicinal Chemistry, Laboratory of Molecular Chemistry and Environment, University of Biskra, Biskra, Algeria
| | - Mebarka Ouassaf
- Group of Computational and Medicinal Chemistry, Laboratory of Molecular Chemistry and Environment, University of Biskra, Biskra, Algeria
| | - Amneh Shtaiwi
- Faculty of Pharmacy, Middle East University Amman, Amman, Jordan
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2
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Baser T, Rifaioglu AS, Atalay MV, Atalay RC. Drug Repurposing Approach to Identify Candidate Drug Molecules for Hepatocellular Carcinoma. Int J Mol Sci 2024; 25:9392. [PMID: 39273340 PMCID: PMC11395636 DOI: 10.3390/ijms25179392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 08/27/2024] [Accepted: 08/28/2024] [Indexed: 09/15/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is the most prevalent primary liver cancer, with a high mortality rate due to the limited therapeutic options. Systemic drug treatments improve the patient's life expectancy by only a few months. Furthermore, the development of novel small molecule chemotherapeutics is time-consuming and costly. Drug repurposing has been a successful strategy for identifying and utilizing new therapeutic options for diseases with limited treatment options. This study aims to identify candidate drug molecules for HCC treatment through repurposing existing compounds, leveraging the machine learning tool MDeePred. The Open Targets Platform, UniProt, ChEMBL, and Expasy databases were used to create a dataset for drug target interaction (DTI) predictions by MDeePred. Enrichment analyses of DTIs were conducted, leading to the selection of 6 out of 380 DTIs identified by MDeePred for further analyses. The physicochemical properties, lipophilicity, water solubility, drug-likeness, and medicinal chemistry properties of the candidate compounds and approved drugs for advanced stage HCC (lenvatinib, regorafenib, and sorafenib) were analyzed in detail. Drug candidates exhibited drug-like properties and demonstrated significant target docking properties. Our findings indicated the binding efficacy of the selected drug compounds to their designated targets associated with HCC. In conclusion, we identified small molecules that can be further exploited experimentally in HCC therapeutics. Our study also demonstrated the use of the MDeePred deep learning tool in in silico drug repurposing efforts for cancer therapeutics.
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Affiliation(s)
- Tugce Baser
- Department of Health Informatics, Graduate School of Informatics, Middle East Technical University, 06800 Ankara, Türkiye
| | - Ahmet Sureyya Rifaioglu
- Institute for Computational Biomedicine, Faculty of Medicine, Heidelberg University Hospital, Heidelberg University, Bioquant, 69117 Heidelberg, Germany
- Department of Electrical and Electronics Engineering, Faculty of Engineering, İskenderun Technical University, 31200 Hatay, Türkiye
| | - Mehmet Volkan Atalay
- Department of Computer Engineering, Faculty of Engineering, Middle East Technical University, 06800 Ankara, Türkiye
| | - Rengul Cetin Atalay
- Department of Health Informatics, Graduate School of Informatics, Middle East Technical University, 06800 Ankara, Türkiye
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3
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Zhu W, Liu C, Xi K, Li A, Shen LA, Li Y, Jia M, He Y, Chen G, Liu C, Chen Y, Chen K, Sun F, Zhang D, Duan C, Wang H, Wang D, Zhao Y, Meng X, Zhu D. Discovery of Novel 1-Phenylpiperidine Urea-Containing Derivatives Inhibiting β-Catenin/BCL9 Interaction and Exerting Antitumor Efficacy through the Activation of Antigen Presentation of cDC1 Cells. J Med Chem 2024; 67:12485-12520. [PMID: 38912577 DOI: 10.1021/acs.jmedchem.3c02079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/25/2024]
Abstract
Aberrant activation of the Wnt/β-catenin signaling is associated with tumor development, and blocking β-catenin/BCL9 is a novel strategy for oncogenic Wnt/β-catenin signaling. Herein, we presented two novel β-catenin variations and exposed conformational dynamics in several β-catenin crystal structures at the BCL9 binding site. Furthermore, we identified a class of novel urea-containing compounds targeting β-catenin/BCL9 interaction. Notably, the binding modalities of inhibitors were greatly affected by the conformational dynamics of β-catenin. Among them, 28 had a strong affinity for β-catenin (Kd = 82 nM), the most potent inhibitor reported. In addition, 13 and 35 not only activate T cells but also promote the antigen presentation of cDC1, showing robust antitumor efficacy in the CT26 model. Collectively, our study demonstrated a series of potent small-molecule inhibitors targeting β-catenin/BCL9, which can enhance antigen presentation and activate cDC1 cells, delivering a potential strategy for boosting innate and adaptive immunity to overcome immunotherapy resistance.
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Affiliation(s)
- Wenhua Zhu
- Anhui University of Chinese Medicine, Hefei 230012, China
- Yangtze Delta Drug Advanced Research Institute and Yangtze Delta Pharmaceutical College, Nantong 226133, China
| | - Cuiting Liu
- Anhui University of Chinese Medicine, Hefei 230012, China
- Yangtze Delta Drug Advanced Research Institute and Yangtze Delta Pharmaceutical College, Nantong 226133, China
| | - Kang Xi
- Anhui University of Chinese Medicine, Hefei 230012, China
- Yangtze Delta Drug Advanced Research Institute and Yangtze Delta Pharmaceutical College, Nantong 226133, China
| | - Anqi Li
- School of Basic Medical Sciences, Fudan University, Shanghai 201210, China
| | - Li-An Shen
- School of Basic Medical Sciences, Fudan University, Shanghai 201210, China
| | - Yana Li
- Anhui University of Chinese Medicine, Hefei 230012, China
- Yangtze Delta Drug Advanced Research Institute and Yangtze Delta Pharmaceutical College, Nantong 226133, China
| | - Miaomiao Jia
- Anhui University of Chinese Medicine, Hefei 230012, China
- Yangtze Delta Drug Advanced Research Institute and Yangtze Delta Pharmaceutical College, Nantong 226133, China
| | - Yangbo He
- Anhui University of Chinese Medicine, Hefei 230012, China
- Yangtze Delta Drug Advanced Research Institute and Yangtze Delta Pharmaceutical College, Nantong 226133, China
| | - Gang Chen
- Anhui University of Chinese Medicine, Hefei 230012, China
- Yangtze Delta Drug Advanced Research Institute and Yangtze Delta Pharmaceutical College, Nantong 226133, China
| | - Chenglong Liu
- School of Basic Medical Sciences, Fudan University, Shanghai 201210, China
| | - Yangqiang Chen
- Anhui University of Chinese Medicine, Hefei 230012, China
- Yangtze Delta Drug Advanced Research Institute and Yangtze Delta Pharmaceutical College, Nantong 226133, China
| | - Kai Chen
- Shanghai Jiao Tong University, Shanghai 201210, China
| | - Fan Sun
- Shanghai Jiao Tong University, Shanghai 201210, China
| | - Daizhou Zhang
- Shandong Academy of Pharmaceutical Science, Jinan 250101, China
| | - Chonggang Duan
- Shandong Academy of Pharmaceutical Science, Jinan 250101, China
| | - Heng Wang
- School of Basic Medical Sciences, Fudan University, Shanghai 201210, China
| | | | - Yujun Zhao
- State Key Laboratory of Drug Research and Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Rd., Shanghai 201203, China
| | - Xiangjing Meng
- Shandong Academy of Pharmaceutical Science, Jinan 250101, China
| | - Di Zhu
- School of Basic Medical Sciences, Fudan University, Shanghai 201210, China
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4
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Islam MR, Tayyeb JZ, Paul HK, Islam MN, Oduselu GO, Bayıl I, Abdellattif MH, Al‐Ahmary KM, Al‐Mhyawi SR, Zaki MEA. In silico analysis of potential inhibitors for breast cancer targeting 17beta-hydroxysteroid dehydrogenase type 1 (17beta-HSD1) catalyses. J Cell Mol Med 2024; 28:e18584. [PMID: 39135338 PMCID: PMC11319393 DOI: 10.1111/jcmm.18584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 05/12/2024] [Accepted: 05/22/2024] [Indexed: 08/16/2024] Open
Abstract
Breast cancer (BC) is still one of the major issues in world health, especially for women, which necessitates innovative therapeutic strategies. In this study, we investigated the efficacy of retinoic acid derivatives as inhibitors of 17beta-hydroxysteroid dehydrogenase type 1 (17beta-HSD1), which plays a crucial role in the biosynthesis and metabolism of oestrogen and thereby influences the progression of BC and, the main objective of this investigation is to identify the possible drug candidate against BC through computational drug design approach including PASS prediction, molecular docking, ADMET profiling, molecular dynamics simulations (MD) and density functional theory (DFT) calculations. The result has reported that total eight derivatives with high binding affinity and promising pharmacokinetic properties among 115 derivatives. In particular, ligands 04 and 07 exhibited a higher binding affinity with values of -9.9 kcal/mol and -9.1 kcal/mol, respectively, than the standard drug epirubicin hydrochloride, which had a binding affinity of -8.2 kcal/mol. The stability of the ligand-protein complexes was further confirmed by MD simulations over a 100-ns trajectory, which included assessments of hydrogen bonds, root mean square deviation (RMSD), root mean square Fluctuation (RMSF), dynamic cross-correlation matric (DCCM) and principal component analysis. The study emphasizes the need for experimental validation to confirm the therapeutic utility of these compounds. This study enhances the computational search for new BC drugs and establishes a solid foundation for subsequent experimental and clinical research.
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Affiliation(s)
- Md. Rezaul Islam
- Department of Pharmacy, Faculty of Allied Health SciencesDaffodil International UniversityDhakaBangladesh
| | - Jehad Zuhair Tayyeb
- Department of Clinical Biochemistry, College of MedicineUniversity of JeddahJeddahSaudi Arabia
| | - Hridoy Kumar Paul
- Department of PharmacyJashore University of Science and TechnologyJashoreBangladesh
| | | | | | - Imren Bayıl
- Department of bioinformatics and computational biologyGaziantep UniversityGaziantepTurkey
| | - Magda H. Abdellattif
- Department of Chemistry, Sciences CollegeUniversity College of Taraba, Taif UniversityTaifSaudi Arabia
| | | | - Saedah R. Al‐Mhyawi
- Department of Chemistry, College of ScienceUniversity of JeddahJeddahSaudi Arabia
| | - Magdi E. A. Zaki
- Department of Chemistry, College of ScienceImam Mohammad Ibn Saud Islamic University RiyadhRiyadhSaudi Arabia
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5
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Saeed A, Alharazi T, Alshaghdali K, Rezgui R, Elnaem I, Alreshidi BAT, Tasleem M, Saeed M. Targeting GluR3 in Depression and Alzheimer's Disease: Novel Compounds and Therapeutic Prospects. J Alzheimers Dis 2024; 97:1299-1312. [PMID: 38277291 DOI: 10.3233/jad-230821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2024]
Abstract
BACKGROUND The present study investigates the interrelated pathophysiology of depression and Alzheimer's disease (AD), with the objective of elucidating common underlying mechanisms. OBJECTIVE Our objective is to identify previously undiscovered biogenic compounds from the NuBBE database that specifically interact with GluR3. This study examines the bidirectional association between depression and AD, specifically focusing on the role of depression as a risk factor in the onset and progression of the disease. METHODS In this study, we utilize pharmacokinetics, homology modeling, and molecular docking-based virtual screening techniques to examine the GluR3 AMPA receptor subunit. RESULTS The compounds, namely ZINC000002558953, ZINC000001228056, ZINC000000187911, ZINC000003954487, and ZINC000002040988, exhibited favorable pharmacokinetic profiles and drug-like characteristics, displaying high binding affinities to the GluR3 binding pocket. CONCLUSIONS These findings suggest that targeting GluR3 could hold promise for the development of therapies for depression and AD. Further validation through in vitro, in vivo, and clinical studies is necessary to explore the potential of these compounds as lead candidates for potent and selective GluR3 inhibitors. The shared molecular mechanisms between depression and AD provide an opportunity for novel treatment approaches that address both conditions simultaneously.
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Affiliation(s)
- Amir Saeed
- Department of Medical Laboratory Sciences, College of Applied Medical Sciences, University of Hail, Hail, Saudi Arabia
- Department of Medical Microbiology, Faculty of Medical Laboratory Sciences, University of Medical Sciences & Technology, Khartoum, Sudan
| | - Talal Alharazi
- Department of Medical Laboratory Sciences, College of Applied Medical Sciences, University of Hail, Hail, Saudi Arabia
| | - Khalid Alshaghdali
- Department of Medical Laboratory Sciences, College of Applied Medical Sciences, University of Hail, Hail, Saudi Arabia
| | - Raja Rezgui
- Department of Medical Laboratory Sciences, College of Applied Medical Sciences, University of Hail, Hail, Saudi Arabia
| | - Ibtihag Elnaem
- Department of oral and maxillofacial surgery and diagnostic science College of Dentistry, University of Hail, Hail, Saudi Arabia
| | | | - Munazzah Tasleem
- School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Mohd Saeed
- Department of Biology, College of Science, University of Hail, Hail, Saudi Arabia
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6
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Laha A, Sarkar A, Panja AS, Bandopadhyay R. Screening of Prospective Antiallergic Compound as FcεRI Inhibitors and Its Antiallergic Efficacy Through Immunoinformatics Approaches. Mol Biotechnol 2024; 66:26-33. [PMID: 36988875 DOI: 10.1007/s12033-023-00728-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 03/21/2023] [Indexed: 03/30/2023]
Abstract
The occurrence of allergy, a type I hypersensitivity reaction, is rising exponentially all over the world. Sometimes, allergy proves to be fatal for atopic patients, due to the occurrence of anaphylaxis. This study is aimed to find an anti-allergic agent that can inhibit the binding of IgE to Human High Affinity IgE Receptor (FCεRI), thereby preventing the degranulation of mast cells. A considerable number of potential anti-allergic compounds were assessed for their inhibitory strength through ADMET studies. AUTODOCK was used for estimating the binding energy between anti-allergic compounds and FCεRI, along with the interacting amino acids. The docked pose showing favorable binding energy was subjected to molecular dynamics simulation study. Marrubiin, a diterpenoid lactone from Lamiaceae, and epicatechin-3-gallate appears to be effective in blocking the Human High Affinity IgE Receptor (FCεRI). This in-silico study proposes the use of marrubiin and epicatechin-3-gallate, in the downregulation of allergic responses. Due to the better inhibition constant, future direction of this study is to analyze the safety and efficacy of marrubiin in anti-allergic activities through in-vivo clinical human trials.
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Affiliation(s)
- Anubhab Laha
- UGC Centre for Advanced Study, Department of Botany, The University of Burdwan, Golapbag, Burdwan, West Bengal, 713104, India
- Department of Botany, Chandernagore College, Chandernagore, Hooghly, West Bengal, 712136, India
| | - Aniket Sarkar
- Post-Graduate Department of Biotechnology, Oriental Institute of Science and Technology, Vidyasagar University, Midnapore, West Bengal, India
| | - Anindya Sundar Panja
- Department of Biotechnology, Molecular Informatics Laboratory, Oriental Institute of Science and Technology, Vidyasagar University, Midnapore, West Bengal, 721102, India
| | - Rajib Bandopadhyay
- UGC Centre for Advanced Study, Department of Botany, The University of Burdwan, Golapbag, Burdwan, West Bengal, 713104, India.
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7
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Majeed M, Waqas M, Aloui Z, Essid M, Ibrahim MAA, Khera RA, Shaban M, Ans M. Exploring the Electronic, Optical, and Charge Transfer Properties of A-D-A-Type IDTV-ThIC-Based Molecules To Enhance Photovoltaic Performance of Organic Solar Cells. ACS OMEGA 2023; 8:45384-45404. [PMID: 38075832 PMCID: PMC10701727 DOI: 10.1021/acsomega.3c04437] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 09/28/2023] [Accepted: 10/19/2023] [Indexed: 01/23/2024]
Abstract
Improving the charge mobility and optoelectronic properties of indacenodithiophene-based small molecule acceptors is a key challenge to improving overall efficiency. In this current research, seven newly designed molecules (DT1-DT7) comprising the indacenodithiophene-based core are presented to tune energy levels, enhance charge mobility, and improve the photovoltaic performance of IDTV-ThIC molecules via density functional theory. All the molecules were designed by end-capped modification by substituting terminal acceptors of IDTV-ThIC with strong electron-withdrawing moieties. Among all the examined structures, DT1 has proved itself a superior molecule in multiple aspects, including higher λmax in chloroform (787 nm) and gaseous phase (727 nm), narrow band gap (2.16 eV), higher electron affinity (3.31 eV), least excitation energy (1.57 eV), and improved charge mobility due to low reorganization energy and higher excited state lifetime (2.37 ns) when compared to the reference (IDTV-ThIC) and other molecules. DT5 also showed remarkable improvement in different parameters, such as the lowest exciton binding energy (0.41 eV), leading to easier charge moveability. The improved open-circuit voltage of DT4 and DT5 makes them proficient molecules exhibiting the charge transfer phenomenon. The enlightened outcomes of these molecules can pave a new route to develop efficient organic solar cell devices using these molecules, especially DT1, DT4, and DT5.
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Affiliation(s)
- Maham Majeed
- Department
of Chemistry, University of Agriculture, Faisalabad 38000, Pakistan
| | - Muhammad Waqas
- Department
of Chemistry, University of Agriculture, Faisalabad 38000, Pakistan
| | - Zouhaier Aloui
- Chemistry
Department, College of Science, King Khalid
University (KKU), P.O. Box 9004, Abha 61421, Saudi Arabia
| | - Manel Essid
- Chemistry
Department, College of Science, King Khalid
University (KKU), P.O. Box 9004, Abha 61421, Saudi Arabia
| | - Mahmoud A. A. Ibrahim
- Chemistry
Department, Faculty of Science, Minia University, Minia 61519, Egypt
- School
of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban 4000, South Africa
| | - Rasheed Ahmad Khera
- Department
of Chemistry, University of Agriculture, Faisalabad 38000, Pakistan
| | - Mohamed Shaban
- Department
of Physics, Faculty of Science, Islamic
University of Madinah, Madinah 42351, Saudi Arabia
- Nanophotonics
and Applications (NPA) Lab, Physics Department, Faculty of Science, Beni-Suef University, Beni-Suef 62514, Egypt
| | - Muhammad Ans
- Department
of Chemistry, University of Agriculture, Faisalabad 38000, Pakistan
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8
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Hassani B, Zare F, Emami L, Khoshneviszadeh M, Fazel R, Kave N, Sabet R, Sadeghpour H. Synthesis of 3-hydroxypyridin-4-one derivatives bearing benzyl hydrazide substitutions towards anti-tyrosinase and free radical scavenging activities. RSC Adv 2023; 13:32433-32443. [PMID: 37942455 PMCID: PMC10629491 DOI: 10.1039/d3ra06490e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Accepted: 10/10/2023] [Indexed: 11/10/2023] Open
Abstract
Tyrosinase is a vital enzyme in the biosynthesis of melanin, which has a significant role in skin protection. Due to the importance of the tyrosinase enzyme in the cosmetics and health industries, studies to design new tyrosinase inhibitors have been expanded. In this study, the design and synthesis of 3-dihydroxypyridine-4-one derivatives containing benzo hydrazide groups with different substitutions were carried out, and their antioxidant and anti-tyrosinase activities were also evaluated. The proposed compounds showed tyrosinase inhibitory effects (IC50) in the 25.29 to 64.13 μM range. Among all compounds, 6i showed potent anti-tyrosinase activity with an IC50 = 25.29 μM. Also, the antioxidant activity of derivatives by using DPPH radical scavenging indicates an EC50 value between 0.039 and 0.389 mM. Molecular docking studies were performed to reveal the position and interactions of 6i as the most potent inhibitor within the tyrosinase active site. The results showed that 6i binds well to the proposed binding site and forms a stable complex with the target protein. Furthermore, the physicochemical profiles of the tested compounds indicated drug-like and bioavailability properties. The kinetic assay revealed that 6i acts as a competitive inhibitor. Also, for the estimation of the reactivity of the best compound (6i), the density functional theory (DFT) was performed at the B3LYP/6-31+G**.
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Affiliation(s)
- Bahareh Hassani
- Department of Medicinal Chemistry, Faculty of Pharmacy, Shiraz University of Medical Sciences Shiraz Iran +98-7132424126 +98-7132424127-8
| | - Fateme Zare
- Faculty of Pharmacy and Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences Shiraz Iran +98-7132424126 +98-7132424127-8
| | - Leila Emami
- Faculty of Pharmacy and Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences Shiraz Iran +98-7132424126 +98-7132424127-8
| | - Mehdi Khoshneviszadeh
- Department of Medicinal Chemistry, Faculty of Pharmacy, Shiraz University of Medical Sciences Shiraz Iran +98-7132424126 +98-7132424127-8
| | - Razieh Fazel
- Department of Medicinal Chemistry, Faculty of Pharmacy, Shiraz University of Medical Sciences Shiraz Iran +98-7132424126 +98-7132424127-8
| | - Negin Kave
- Department of Medicinal Chemistry, Faculty of Pharmacy, Shiraz University of Medical Sciences Shiraz Iran +98-7132424126 +98-7132424127-8
| | - Razieh Sabet
- Department of Medicinal Chemistry, Faculty of Pharmacy, Shiraz University of Medical Sciences Shiraz Iran +98-7132424126 +98-7132424127-8
| | - Hossein Sadeghpour
- Department of Medicinal Chemistry, Faculty of Pharmacy, Shiraz University of Medical Sciences Shiraz Iran +98-7132424126 +98-7132424127-8
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Akash S, Bibi S, Biswas P, Mukerjee N, Khan DA, Hasan MN, Sultana NA, Hosen ME, Jardan YAB, Nafidi HA, Bourhia M. Revolutionizing anti-cancer drug discovery against breast cancer and lung cancer by modification of natural genistein: an advanced computational and drug design approach. Front Oncol 2023; 13:1228865. [PMID: 37817764 PMCID: PMC10561655 DOI: 10.3389/fonc.2023.1228865] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 08/15/2023] [Indexed: 10/12/2023] Open
Abstract
Breast and lung cancer are two of the most lethal forms of cancer, responsible for a disproportionately high number of deaths worldwide. Both doctors and cancer patients express alarm about the rising incidence of the disease globally. Although targeted treatment has achieved enormous advancements, it is not without its drawbacks. Numerous medicines and chemotherapeutic drugs have been authorized by the FDA; nevertheless, they can be quite costly and often fall short of completely curing the condition. Therefore, this investigation has been conducted to identify a potential medication against breast and lung cancer through structural modification of genistein. Genistein is the active compound in Glycyrrhiza glabra (licorice), and it exhibits solid anticancer efficiency against various cancers, including breast cancer, lung cancer, and brain cancer. Hence, the design of its analogs with the interchange of five functional groups-COOH, NH2 and OCH3, Benzene, and NH-CH2-CH2-OH-have been employed to enhance affinities compared to primary genistein. Additionally, advanced computational studies such as PASS prediction, molecular docking, ADMET, and molecular dynamics simulation were conducted. Firstly, the PASS prediction spectrum was analyzed, revealing that the designed genistein analogs exhibit improved antineoplastic activity. In the prediction data, breast and lung cancer were selected as primary targets. Subsequently, other computational investigations were gradually conducted. The mentioned compounds have shown acceptable results for in silico ADME, AMES toxicity, and hepatotoxicity estimations, which are fundamental for their oral medication. It is noteworthy that the initial binding affinity was only -8.7 kcal/mol against the breast cancer targeted protein (PDB ID: 3HB5). However, after the modification of the functional group, when calculating the binding affinities, it becomes apparent that the binding affinities increase gradually, reaching a maximum of -11.0 and -10.0 kcal/mol. Similarly, the initial binding affinity was only -8.0 kcal/mol against lung cancer (PDB ID: 2P85), but after the addition of binding affinity, it reached -9.5 kcal/mol. Finally, a molecular dynamics simulation was conducted to study the molecular models over 100 ns and examine the stability of the docked complexes. The results indicate that the selected complexes remain highly stable throughout the 100-ns molecular dynamics simulation runs, displaying strong correlations with the binding of targeted ligands within the active site of the selected protein. It is important to further investigate and proceed to clinical or wet lab experiments to determine the practical value of the proposed compounds.
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Affiliation(s)
- Shopnil Akash
- Faculty of Allied Health Science, Department of Pharmacy, Daffodil International University, Dhaka, Bangladesh
| | - Shabana Bibi
- Department of Biosciences, Shifa Tameer-e-Millat University, Islamabad, Pakistan
| | - Partha Biswas
- Laboratory of Pharmaceutical Biotechnology and Bioinformatics, Department of Genetic Engineering and Biotechnology, Jashore University of Science and Technology, Jashore, Bangladesh
| | - Nobendu Mukerjee
- Department of Microbiology, West Bengal State University, Kolkata, India
| | - Dhrubo Ahmed Khan
- Laboratory of Pharmaceutical Biotechnology and Bioinformatics, Department of Genetic Engineering and Biotechnology, Jashore University of Science and Technology, Jashore, Bangladesh
| | - Md. Nazmul Hasan
- Laboratory of Pharmaceutical Biotechnology and Bioinformatics, Department of Genetic Engineering and Biotechnology, Jashore University of Science and Technology, Jashore, Bangladesh
| | - Nazneen Ahmeda Sultana
- Faculty of Allied Health Science, Department of Pharmacy, Daffodil International University, Dhaka, Bangladesh
| | - Md. Eram Hosen
- Professor Joarder DNA and Chromosome Research Laboratory, Department of Genetic Engineering and Biotechnology, University of Rajshahi, Rajshahi, Bangladesh
| | - Yousef A. Bin Jardan
- Department of Food Science, Faculty of Agricultural and Food Sciences, Laval University, Quebec City, QC, Canada
| | - Hiba-Allah Nafidi
- Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Mohammed Bourhia
- Laboratory of Chemistry and Biochemistry, Faculty of Medicine and Pharmacy, Ibn Zohr University, Laayoune, Morocco
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10
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Sundararajan P, Dharmaraj Rajaselvi D, Vivekananthan S, Priya Ramasamy S. In-silico method for elucidation of prodigiosin as PARP-1 inhibitor a prime target of Triple-negative breast cancer. Bioorg Chem 2023; 138:106618. [PMID: 37244231 DOI: 10.1016/j.bioorg.2023.106618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Revised: 05/10/2023] [Accepted: 05/17/2023] [Indexed: 05/29/2023]
Abstract
Triple-Negative Breast Cancer (TNBC) is found to be one of the life-threatening cancer. Poly (ADP-Ribose) Polymerase-1 (PARP-1) is overexpressed by those tumour cells, which become resistant to chemotherapies. Inhibition of PARP-1 has a considerable effect on treating TNBC. Prodigiosin is a valuable pharmaceutical compound that exhibits anticancer properties. The present study aims to virtually evaluate prodigiosin as a potent PARP-1 inhibitor using Molecular docking and Molecular Dynamics (MD) simulation studies. The PASS (Prediction of Activity Spectra for Substances) prediction tool evaluated the biological properties of prodigiosin. Then the drug-likeness and pharmacokinetic properties of prodigiosin were determined using Swiss-ADME software. It was suggested that prodigiosin obeyed Lipinski's rule of five and thus could act as a drug with good pharmacokinetic properties. Moreover, molecular docking was done with AutoDock 4.2 to identify the critical amino acids of the protein-ligand complex. It was indicated that prodigiosin has a docking score of -8.08 kcal/mol, which showed its effective interaction with crucial amino acid, His201A of PARP-1 protein. Further, MD simulation was performed using Gromacs software to validate the stability of the prodigiosin-PARP-1 complex. Prodigiosin was found to have good structural stability and affinity at the active site of PARP-1 protein. Additionally, PCA and MM-PBSA were calculated for the prodigiosin-PARP-1 complex, which revealed that prodigiosin has an excellent binding affinity towards PARP-1 protein. Prodigiosin can possibly be used as oral drug due to its PARP-1 inhibition through high binding affinity, structural stability, and receptor flexibility towards crucial amino acid residue His201A of PARP-1 protein. In-addition, in-vitro cytotoxicity, and apoptosis analysis of prodigiosin-treated TNBC cell line-MDA-MB-231 revealed that prodigiosin exhibited significant anticancer activity in 101.1 µg/mL concentration, when compared to commercially available synthetic drug cisplatin. Thus, prodigiosin could act as a potential candidate for treatment of TNBC than the commercially available synthetic drugs.
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Affiliation(s)
- Priya Sundararajan
- Department of Microbiology, PSG College of Arts & Science, Coimbatore 641014, Tamil Nadu, India
| | | | - Suseela Vivekananthan
- Department of Biochemistry, PSG College of Arts & Science, Coimbatore 641014, Tamil Nadu, India
| | - Shanmuga Priya Ramasamy
- Department of Microbiology, PSG College of Arts & Science, Coimbatore 641014, Tamil Nadu, India.
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11
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Ameen F, Orfali R, Mamidala E, Davella R. In silico toxicity prediction, molecular docking studies and in vitro validation of antibacterial potential of alkaloids from Eclipta alba in designing of novel antimicrobial therapeutic strategies. Biotechnol Genet Eng Rev 2022:1-15. [PMID: 36578142 DOI: 10.1080/02648725.2022.2162264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 12/20/2022] [Indexed: 12/30/2022]
Abstract
The rapid emergence of various drug resistance and unfavourable aliphatic medication side effects endangers people's health. Phytocompounds with antibacterial activity and less harmful effects are known to be present in medicinal plants. Alkaloids from Eclipta alba were tested for their in vitro antibacterial capabilities and in silico docking studies against pathogenic bacteria and their target proteins in the current investigation. The alkaloid compounds verazine, ecliptine, 4-hydroxyverazine, 20-Epi-4beta-hydroxyverazine and hydroxyverazine were subjected to molecular docking studies to determine the method of binding as well as potential interactions and the docking score. The in vitro antibacterial activity of verazine alkaloid was assessed against two gram-positive and two gram-negative bacteria. Verazine alkaloid has the best inhibitory ability against DNA gyrase of E. coli (ΔG= -8.44 kcal/mol) and dihydrofolate reductase (DHFR) of S. aureus (ΔG= -10.04 kcal/mol), according to docking studies. Verazine shown substantial in vitro antibacterial activity in this investigation against all test bacteria, with MIC and MBC values of 31.25 and 62.50 µg/mL for S. aureus and 15.63 and 31.25 µg/mL for B. cereus, respectively. The results of this work highlighted the value of unique alkaloid compounds from E. alba, which may offer effective antibacterial agents and DNA gyrase, DHFR inhibitors due to their novel structural properties capable of combating antimicrobial resistance. These findings call for more investigation into the compounds' function as antibacterial agents, as well as their unique-binding locations and mechanisms.
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Affiliation(s)
- Fuad Ameen
- Department of Botany & Microbiology, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Raha Orfali
- Department of Pharmacognosy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Estari Mamidala
- Department of Zoology, Infectious Diseases Research Lab, Kakatiya University, Warangal, India
| | - Rakesh Davella
- Department of Zoology, Infectious Diseases Research Lab, Kakatiya University, Warangal, India
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12
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Ayele TT, Gurmessa GT, Abdissa Z, Melaku Y, Garg A, Bedane KG, Abdissa N. Furoquinoline and bisindole alkaloids from the roots of Teclea nobilis and their in-silico molecular docking analysis. Z NATURFORSCH C 2022; 78:217-227. [PMID: 36367257 DOI: 10.1515/znc-2022-0154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 10/20/2022] [Indexed: 11/13/2022]
Abstract
Abstract
Teclea nobilis is a medicinal plant widely used to treat oral pathogens, gonorrhea, fever, analgesics, asthma, joint pains, pneumonia, and intestinal worms in Ethiopia. Anticipated by these claims, column chromatographic separation of the roots extract of T. nobilis led to the isolation of eight alkaloids (1–8). The structures of the isolated compounds were identified based on their NMR (1D and 2D) spectral data analysis and comparison with reported literature data. In-silico molecular docking analysis of the isolated compounds were performed against Staphylococcus aureus DNA Gyrase (PDB ID: 2XCT) and human topoisomerase IIβ DNA (PDB ID: 3QX3) by using AutoDock Vina. ADMET analysis were performed by SwissADME, PreADMET, and OSIRIS Property predictions. The study revealed that the isolated compounds exhibited promising binding affinity to DNA gyrase, especially with compound 5 forms a stable drug-protein complex. Whereas the ADME and drug-likeness analysis revealed that compound 5 is less absorbed from the gastrointestinal tract, crossblood brain barrier and a P-glycoprotein substrate. This indicated that compound 5 could be a good candidate as anticancer agent provided that in vivo analysis done for more confirmation.
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Affiliation(s)
- Tamrat Tesfaye Ayele
- Department of Chemistry , College of Natural and Computational Sciences, Wallaga University , Nekemte , Ethiopia
| | - Getahun Tadesse Gurmessa
- Department of Chemistry , College of Natural and Computational Sciences, Wallaga University , Nekemte , Ethiopia
| | - Zelalem Abdissa
- Department of Chemistry , College of Natural and Computational Sciences, Wallaga University , Nekemte , Ethiopia
| | - Yadessa Melaku
- Department of Applied Chemistry , School of Applied Natural Science, Adama Science and Technology University , Adama , Ethiopia
| | - Ankita Garg
- Department of Applied Chemistry , School of Applied Natural Science, Adama Science and Technology University , Adama , Ethiopia
| | - Kibrom Gebreheiwot Bedane
- Department of Chemistry , College of Computational and Natural Sciences, Addis Ababa University , Addis Ababa , Ethiopia
| | - Negera Abdissa
- Department of Chemistry , College of Natural and Computational Sciences, Wallaga University , Nekemte , Ethiopia
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13
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Pyridine-N-Oxide Alkaloids from Allium stipitatum and Their Synthetic Disulfide Analogs as Potential Drug Candidates against Mycobacterium tuberculosis: A Molecular Docking, QSBAR, and ADMET Prediction Approach. BIOMED RESEARCH INTERNATIONAL 2022; 2022:6261528. [PMID: 36246961 PMCID: PMC9568345 DOI: 10.1155/2022/6261528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 09/19/2022] [Indexed: 11/28/2022]
Abstract
In this study, we consider pyridine-N-oxide alkaloids from Allium stipitatum and their synthetic disulfide analogs (PDAs) as candidates for next-generational antimycobacterial agents, in light of growing resistance to existing conventional therapies. In silico studies involving molecular docking simulations of 12 PDAs were carried out against 7 Mycobacterium tuberculosis target proteins (MTs) to determine their theoretical binding affinities. Compounds A3, A6, and B9 demonstrated stronger binding affinities on similar MTs. Molecular descriptors (MDs) describing structural and physicochemical properties of the compounds were also calculated using ChemDes, explored using Pearson's correlation analysis, and principal component analysis (PCA) in comparison with MDs from conventional antitubercular medicines. The PDAs possessed similar scores as isoniazid and pyrazinamide. The MDs were also used to conduct a quantitative structure-binding affinity relationship (QSBAR) study by building good fit and significant models through principal component regression (PCR) and partial least squares regression (PLSR). Leave-one-out cross-validation was adopted in the PLSR, resulting in good predictive models on all MTs (range of R2 = 0.7541‐0.8992; range of Q2 = 0.6183‐0.8162). Both PCR and PLSR models predicted the significant effects of ndonr, Hy, Mol wt, nhev, nring, ndb, Log P, W, Pol, ISIZ, TIAC, Getov, and UI on the binding of ligands to the MTs. In silico prediction of PDAs' ADMET profiles was conducted with QikProp utility. The ADMET profiles of the compounds were favorable. The outcome of the current study strengthens the significance of these compounds as promising lead candidates for the treatment of multidrug-resistant tuberculosis.
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14
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Koukab S, Rashid N, Ahmad I, Nadeem H, Ismail H. Synthesis, in-Silico studies, and in-Vitro bio-evaluation of new bi-thiacoumarins. J Mol Struct 2022. [DOI: 10.1016/j.molstruc.2022.133040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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15
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Bakchi B, Krishna AD, Sreecharan E, Ganesh VBJ, Niharika M, Maharshi S, Puttagunta SB, Sigalapalli DK, Bhandare RR, Shaik AB. An overview on applications of SwissADME web tool in the design and development of anticancer, antitubercular and antimicrobial agents: A medicinal chemist's perspective. J Mol Struct 2022. [DOI: 10.1016/j.molstruc.2022.132712] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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16
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El‐Zemity SR, Badawy MEI, Esmaiel KEE, Badr MM. Synthesis, computer‐aided
ADMET
prediction, and molecular docking of novel 3,5,6‐trichloropyridin‐2‐yl derivatives as potential antimicrobial agents. J CHIN CHEM SOC-TAIP 2022. [DOI: 10.1002/jccs.202200211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Saad R. El‐Zemity
- Department of Pesticide Chemistry and Technology, Faculty of Agriculture Alexandria University Alexandria Egypt
| | - Mohamed E. I. Badawy
- Department of Pesticide Chemistry and Technology, Faculty of Agriculture Alexandria University Alexandria Egypt
| | - Kareem E. E. Esmaiel
- Department of Pesticide Chemistry and Technology, Faculty of Agriculture Alexandria University Alexandria Egypt
| | - Mai M. Badr
- Department of Environmental Health, High Institute of Public Health Alexandria University Alexandria Egypt
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17
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Chemometric Study, Homology Modeling of G Protein-Coupled Bile Acids Receptor (GPBAR_HUMAN) of Type-2 Diabetes Mellitus, Virtual Screening Evaluation, Drug-Likeness and ADME Prediction for Newly Designed Compounds. Macromol Res 2022. [DOI: 10.1007/s13233-022-0071-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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18
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Singab ANB, Mostafa NM, Elkhawas YA, Al-Sayed E, Bishr MM, Elissawy AM, Elnaggar MS, Fawzy IM, Salama OM, Tsai YH, Chang FR. Cyclodepsipeptides: Isolation from Endophytic Fungi of Sarcophyton ehrenbergi and Verification of Their Larvicidal Activity via In-Vitro and In-Silico Studies. Mar Drugs 2022; 20:md20050331. [PMID: 35621982 PMCID: PMC9146806 DOI: 10.3390/md20050331] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 05/14/2022] [Accepted: 05/14/2022] [Indexed: 02/06/2023] Open
Abstract
Culex pipiens mosquitoes are vectors to many viruses and can transmit diseases such as filariasis and avian malaria. The present study evaluated the larvicidal activity of marine-derived endophytic fungi Aspergillus nomius and Aspergillus flavus from the soft coral Sarcophyton ehrenbergi along with two known cyclodepsipeptide compounds, scopularide A (1) and B (2), isolated from A. flavus extract, against third-instar larvae of C. pipiens, using distilled water as a negative control and toosenedanin as a positive control. The structures of the isolated compounds were confirmed by various spectroscopic analyses. The lethal concentrations (LC50 and LC90) were calculated by probit analysis. Scopularide A was the most potent after 96 h treatment, with LC50 and LC90 values of 58.96 and 994.31 ppm, respectively, and with 82.66% mortality at a concentration of 300 ppm. To unravel the biochemical mechanism of the tested extracts and compounds, their effects against protease, chitinase, phenoloxidases and lipase enzymes from the whole-body tissue of C. pipiens were evaluated after 72 h treatment at LC50 dose. Superior activity was observed for A. flavus extract against all tested enzymes. A molecular docking study was conducted for scopularide A and B on the four tested enzymes, to further verify the observed activity. Results revealed good binding affinities for both compounds as compared to the docked ligands, mainly via a number of hydrogen bonds. This was the first study to report the isolation of endophytic fungi A. flavus and A. nomius from the marine soft coral S. ehrenbergi. The endophytic fungal extract of A. flavus was found to be a promising source for a natural larvicidal agent against C. pipiens populations.
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Affiliation(s)
- Abdel Nasser B. Singab
- Department of Pharmacognosy, Faculty of Pharmacy, Ain-Shams University, Cairo 11566, Egypt; (N.M.M.); (E.A.-S.); (A.M.E.); (M.S.E.)
- Center of Drug Discovery Research and Development, Ain-Shams University, Cairo 11566, Egypt
- Correspondence: (A.N.B.S.); (F.-R.C.)
| | - Nada M. Mostafa
- Department of Pharmacognosy, Faculty of Pharmacy, Ain-Shams University, Cairo 11566, Egypt; (N.M.M.); (E.A.-S.); (A.M.E.); (M.S.E.)
| | - Yasmin A. Elkhawas
- Department of Pharmacognosy and Medicinal Plants, Faculty of Pharmacy, Future University in Egypt, Cairo 11835, Egypt; (Y.A.E.); (O.M.S.)
| | - Eman Al-Sayed
- Department of Pharmacognosy, Faculty of Pharmacy, Ain-Shams University, Cairo 11566, Egypt; (N.M.M.); (E.A.-S.); (A.M.E.); (M.S.E.)
| | - Mokhtar M. Bishr
- Department of Research and Development, Mepaco Co., Sharkeiya 11361, Egypt;
| | - Ahmed M. Elissawy
- Department of Pharmacognosy, Faculty of Pharmacy, Ain-Shams University, Cairo 11566, Egypt; (N.M.M.); (E.A.-S.); (A.M.E.); (M.S.E.)
- Center of Drug Discovery Research and Development, Ain-Shams University, Cairo 11566, Egypt
| | - Mohamed S. Elnaggar
- Department of Pharmacognosy, Faculty of Pharmacy, Ain-Shams University, Cairo 11566, Egypt; (N.M.M.); (E.A.-S.); (A.M.E.); (M.S.E.)
| | - Iten M. Fawzy
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Future University in Egypt, Cairo 11566, Egypt;
| | - Osama M. Salama
- Department of Pharmacognosy and Medicinal Plants, Faculty of Pharmacy, Future University in Egypt, Cairo 11835, Egypt; (Y.A.E.); (O.M.S.)
| | - Yi-Hong Tsai
- Graduate Institute of Natural Products, College of Pharmacy, Kaohsiung Medical University, Kaohsiung 80708, Taiwan;
- Department of Pharmacy and Master Program, Collage of Pharmacy and Health Care, Tajen University, Pingtung County 90741, Taiwan
| | - Fang-Rong Chang
- Graduate Institute of Natural Products, College of Pharmacy, Kaohsiung Medical University, Kaohsiung 80708, Taiwan;
- Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung 80708, Taiwan
- Drug Development and Value Creation Research Center, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Department of Marine Biotechnology and Resources, National Sun Yat-sen University, Kaohsiung 80424, Taiwan
- Correspondence: (A.N.B.S.); (F.-R.C.)
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19
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Bharadwaj KK, Ahmad I, Pati S, Ghosh A, Sarkar T, Rabha B, Patel H, Baishya D, Edinur HA, Abdul Kari Z, Ahmad Mohd Zain MR, Wan Rosli WI. Potent Bioactive Compounds From Seaweed Waste to Combat Cancer Through Bioinformatics Investigation. Front Nutr 2022; 9:889276. [PMID: 35529456 PMCID: PMC9075044 DOI: 10.3389/fnut.2022.889276] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 03/14/2022] [Indexed: 12/25/2022] Open
Abstract
The seaweed industries generate considerable amounts of waste that must be appropriately managed. This biomass from marine waste is a rich source of high-value bioactive compounds. Thus, this waste can be adequately utilized by recovering the compounds for therapeutic purposes. Histone deacetylases (HDACs) are key epigenetic regulators established as one of the most promising targets for cancer chemotherapy. In the present study, our objective is to find the HDAC 2 inhibitor. We performed top-down in silico methodologies to identify potential HDAC 2 inhibitors by screening compounds from edible seaweed waste. One hundred ninety-three (n = 193) compounds from edible seaweeds were initially screened and filtered with drug-likeness properties using SwissADME. After that, the filtered compounds were followed to further evaluate their binding potential with HDAC 2 protein by using Glide high throughput virtual screening (HTVS), standard precision (SP), extra precision (XP), and quantum polarized ligand docking (QPLD). One compound with higher negative binding energy was selected, and to validate the binding mode and stability of the complex, molecular dynamics (MD) simulations using Desmond were performed. The complex-binding free energy calculation was performed using molecular mechanics-generalized born surface area (MM-GBSA) calculation. Post-MD simulation analyses such as PCA, DCCM, and free energy landscape were also evaluated. The quantum mechanical and electronic properties of the potential bioactive compounds were assessed using the density functional theory (DFT) study. These findings support the use of marine resources like edible seaweed waste for cancer drug development by using its bioactive compounds. The obtained results encourage further in vitro and in vivo research. Our in silico findings show that the compound has a high binding affinity for the catalytic site of the HDAC 2 protein and has drug-likeness properties, and can be utilized in drug development against cancer.
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Affiliation(s)
| | - Iqrar Ahmad
- Division of Computer Aided Drug Design, Department of Pharmaceutical Chemistry, R. C. Patel Institute of Pharmaceutical Education and Research, Shirpur, India
| | - Siddhartha Pati
- NatNov Bioscience Private Limited, Balasore, India
- Skills Innovation & Academic Network (SIAN) Institute-Association for Biodiversity Conservation and Research, Balasore, India
| | - Arabinda Ghosh
- Microbiology Division, Department of Botany, Gauhati University, Guwahati, India
| | - Tanmay Sarkar
- Department of Food Processing Technology, Malda Polytechnic, West Bengal State Council of Technical Education, Govt. of West Bengal, Malda, India
| | - Bijuli Rabha
- Department of Bioengineering and Technology, Gauhati University, Guwahati, India
| | - Harun Patel
- Division of Computer Aided Drug Design, Department of Pharmaceutical Chemistry, R. C. Patel Institute of Pharmaceutical Education and Research, Shirpur, India
| | - Debabrat Baishya
- Department of Bioengineering and Technology, Gauhati University, Guwahati, India
- *Correspondence: Debabrat Baishya
| | - Hisham Atan Edinur
- School of Health Sciences, Universiti Sains Malaysia, Kubang Kerian, Malaysia
| | - Zulhisyam Abdul Kari
- Department of Agricultural Sciences, Faculty of Agro-Based Industry, Universiti Malaysia Kelantan, Kelantan, Malaysia
| | - Muhammad Rajaei Ahmad Mohd Zain
- Department of Orthopaedics, School of Medical Sciences, Universiti Sains Malaysia, Kubang, Malaysia
- Muhammad Rajaei Ahmad Mohd Zain
| | - Wan Ishak Wan Rosli
- School of Health Sciences, Universiti Sains Malaysia, Kubang Kerian, Malaysia
- Nutrition Programme, School of Health Sciences, Universiti Sains Malaysia, Kubang Kerian, Malaysia
- Wan Ishak Wan Rosli
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20
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Spectroscopic, quantum chemical, ADMET and molecular docking studies of echinatin: a prospective tuberculosis drug. RESEARCH ON CHEMICAL INTERMEDIATES 2022. [DOI: 10.1007/s11164-022-04716-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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21
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Jose S, Gupta M, Sharma U, Quintero-Saumeth J, Dwivedi M. Potential of phytocompounds from Brassica oleracea targeting S2-domain of SARS-CoV-2 spike glycoproteins: Structural and molecular insights. J Mol Struct 2022; 1254:132369. [PMID: 35034979 PMCID: PMC8742220 DOI: 10.1016/j.molstruc.2022.132369] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 01/05/2022] [Accepted: 01/06/2022] [Indexed: 02/08/2023]
Abstract
By 24th Sep. 2021, there are more than 229 million COVID-19 cases worldwide, the researchers are tirelessly working to discover and develop an efficient drug molecule against this devastative viral infection. This study aims to evaluate the inhibitory efficiency of the organic acids and phenolic compounds present in Brassica oleracea (Tronchuda Cabbage) against spike glycoprotein in SARS-CoV-2. Thirty-seven phytocompounds are screened on the basis of their molecular weight (<500 g/mol) and 14 ligands are docked using Autodock Vina and Autodock4 (version 4.2.6). The stability of the top five docked complexes was analyzed using classical molecular dynamics (MD) simulation. ADMET analysis is performed for the top five compounds and their targets are identified using SwissTargetPrediction. Phytoactives from B. oleracea namely Astragalin, 3-p-coumaroylquinic acid, 4-p-coumaroylquinic acid and sinapoyl-D-glucoside showed high binding affinities and free energy of binding during molecular docking and MD simulation studies (∼ 8.5-9.0 kcal/mol) for the spike glycoprotein trimer of SARS-CoV2. The ADMET analysis revealed that these phytocompounds have good solubility in the aqueous phase and that they don't penetrate the blood brain barrier. Moreover, there is no P-gp substrate inhibition, CYP1A2 inhibition, CYP2C19 inhibition, CYP2C9 inhibition, CYP2D6 inhibition and CYP3A4 inhibition observed for these compounds. Additionally, zero PAINS alerts were reported. These findings from molecular docking and MD simulation studies suggest that astragalin and coumaroylquinic acids from Tronchuda cabbage possess potential inhibitory capacity against spike glycoprotein trimer of SARS-CoV-2 and could be further taken up as lead targets for drug discovery.
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Affiliation(s)
- Sandra Jose
- Vels Institute of Science, Technology and Advanced Studies, Chennai, India
| | - Megha Gupta
- Vel Tech Rangarajan Dr Sagunthala R&D Institute of Science and Technology, Chennai, India
| | - Urvashi Sharma
- Institute of bioinformatics and applied biotechnology (IBAB), Biotech Park, Electronic city phase I, Bangalore 560100, India
| | - Jorge Quintero-Saumeth
- University of Pamplona, Faculty of Basic Sciences, Km 1 Vía Bucaramanga, Ciudad Universitaria, Pamplona, Colombia
| | - Manish Dwivedi
- Amity Institute of Biotechnology, Amity University Uttar Pradesh, Lucknow 226028, India
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22
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Shah V, Bhaliya J, Patel GM. In silico docking and ADME study of deketene curcumin derivatives (DKC) as an aromatase inhibitor or antagonist to the estrogen-alpha positive receptor (Erα+): potent application of breast cancer. Struct Chem 2022; 33:571-600. [PMID: 35106036 PMCID: PMC8794617 DOI: 10.1007/s11224-021-01871-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 12/13/2021] [Indexed: 11/26/2022]
Abstract
Regardless of many extensive studies, hormonal-based breast cancer is the most common cause of cancer-related mortality of females worldwide. Indeed, estrogen receptor-positive (ER +) is the communal subtype in breast cancer. To treat this, three types of medications are typically used: selective estrogen receptor modulators (SERMs), selective estrogen receptor down modulators (SERDMs), and aromatase inhibitors (AIs), all of which directly interact with the activation of the estrogen signaling pathway and its formation. Despite their effectiveness, the development of new treatments is required since clinical efficacy is restricted owing to resistance. As a result, in silico studies for drug discovery are booming over the decades because of their affordability and less time-consuming features. Here, 25 deketene curcumin derivatives have been selected for docking studies through MVD software over the positive type of breast cancer through both the treatment hosts Erα + receptor and aromatase. DKC compounds are used because they have several pharmacological uses, including anti-cancer, anti-diabetic, anti-viral, anti-fungal, and anti-bacterial properties. Moreover, an ADME study was carried out for DKC derivatives that reveal the optimum drug-likeness profile. From 25 derivatives, the results showed a better MolDock score, hydrogen bonding, and steric interaction between compounds DKC-10, DKC-20, and DKC-21 with Erα + and aromatase. Although the study was done on both the treatable path hosts, better results were obtained with Erα + as an antagonist. Therefore, it is proposed that three selected DKC derivatives would be better therapeutic agents against breast cancer.
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Affiliation(s)
- Vraj Shah
- Department of Chemistry, School of Science, ITM SLS Baroda University, Vadodara, 391510 India
| | - Jaydip Bhaliya
- Department of Chemistry, School of Science, ITM SLS Baroda University, Vadodara, 391510 India
| | - Gautam M. Patel
- Department of Industrial Chemistry, Institute of Science & Technology for Advanced Studies & Research (ISTAR), CVM University, V.V., Nagar, 388120 GJ India
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23
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Quek A, Kassim NK, Lim PC, Tan DC, Mohammad Latif MA, Ismail A, Shaari K, Awang K. α-Amylase and dipeptidyl peptidase-4 (DPP-4) inhibitory effects of Melicope latifolia bark extracts and identification of bioactive constituents using in vitro and in silico approaches. PHARMACEUTICAL BIOLOGY 2021; 59:964-973. [PMID: 34347568 PMCID: PMC8344235 DOI: 10.1080/13880209.2021.1948065] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 05/18/2021] [Accepted: 06/22/2021] [Indexed: 06/13/2023]
Abstract
CONTEXT Melicope latifolia (DC.) T. G. Hartley (Rutaceae) was reported to contain various phytochemicals including coumarins, flavonoids, and acetophenones. OBJECTIVE This study investigates the antidiabetic and antioxidant effects of M. latifolia bark extracts, fractions, and isolated constituents. MATERIALS AND METHODS Melicope latifolia extracts (hexane, chloroform, and methanol), fractions, and isolated constituents with varying concentrations (0.078-10 mg/mL) were subjected to in vitro α-amylase and dipeptidyl peptidase-4 (DPP-4) inhibitory assay. Molecular docking was performed to study the binding mechanism of active compounds towards α-amylase and DPP-4 enzymes. The antioxidant activity of M. latifolia fractions and compounds were determined by 2,2-diphenyl-1-picrylhydrazyl (DPPH) free radical scavenging and β-carotene bleaching assays. RESULTS Melicope latifolia chloroform extract showed the highest antidiabetic activity (α-amylase IC50: 1464.32 μg/mL; DPP-4 IC50: 221.58 μg/mL). Fractionation of chloroform extract yielded four major fractions (CF1-CF4) whereby CF3 showed the highest antidiabetic activity (α-amylase IC50: 397.68 μg/mL; DPP-4 IC50: 37.16 μg/mL) and resulted in β-sitosterol (1), halfordin (2), methyl p-coumarate (3), and protocatechuic acid (4). Isolation of compounds 2-4 from the species and their DPP-4 inhibitory were reported for the first time. Compound 2 showed the highest α-amylase (IC50: 197.53 μM) and β-carotene (88.48%) inhibition, and formed the highest number of molecular interactions with critical amino acid residues of α-amylase. The highest DPP-4 inhibition was exhibited by compound 3 (IC50: 911.44 μM). DISCUSSION AND CONCLUSIONS The in vitro and in silico analyses indicated the potential of M. latifolia as an alternative source of α-amylase and DPP-4 inhibitors. Further pharmacological studies on the compounds are recommended.
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Affiliation(s)
- Alexandra Quek
- Department of Chemistry, Faculty of Science, Universiti Putra Malaysia, UPM Serdang, Selangor, Malaysia
| | - Nur Kartinee Kassim
- Department of Chemistry, Faculty of Science, Universiti Putra Malaysia, UPM Serdang, Selangor, Malaysia
- Integrated Chemical BioPhysics Research, Faculty of Science, Universiti Putra Malaysia, UPM Serdang, Selangor, Malaysia
| | - Pei Cee Lim
- Faculty of Pharmacy, Mahsa University, Bandar Saujana Putra, Jenjarom, Selangor, Malaysia
| | - Dai Chuan Tan
- Department of Chemistry, Faculty of Science, Universiti Putra Malaysia, UPM Serdang, Selangor, Malaysia
| | | | - Amin Ismail
- Department of Nutrition and Dietetics, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, UPM Serdang, Selangor, Malaysia
| | - Khozirah Shaari
- Natural Medicines & Products Research Laboratory, Institute of Bioscience, Universiti Putra Malaysia, UPM Serdang, Selangor, Malaysia
| | - Khalijah Awang
- Department of Chemistry, Faculty of Science, Universiti Malaya, Kuala Lumpur, Malaysia
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Kekessie FK, Amengor CDK, Brobbey A, Addotey JN, Danquah CA, Peprah P, Harley BK, Ben IO, Zoiku FK, Borquaye LS, Gasu EN, Ofori-Attah E, Tetteh M. Synthesis, molecular docking studies and ADME prediction of some new triazoles as potential antimalarial agents. SCIENTIFIC AFRICAN 2021. [DOI: 10.1016/j.sciaf.2021.e00998] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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25
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Abdullahi M, Das N, Adeniji SE, Usman AK, Sani AM. In-silico design and ADMET predictions of some new imidazo[1,2-a]pyridine-3-carboxamides (IPAs) as anti-tubercular agents. J Clin Tuberc Other Mycobact Dis 2021; 25:100276. [PMID: 34568589 PMCID: PMC8450222 DOI: 10.1016/j.jctube.2021.100276] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Tuberculosis (TB) is one of the leading infectious diseases worldwide even with the ravaging COVID-19 pandemic in recent times. This mandated further search and exploration of more possible anti-TB drug candidates against M. tuberculosis strains. As an extension of our previous work on the homology modeled cytochrome b subunit of the bc1 complex (QcrB) of Mycobacterium tuberculosis, an in-silico design was carried out in order to further explore more newly potential anti-TB compounds. Ligand 26 was selected as the lead template (scaffold A) based on our previous docking results and its less bulky structure. Successively, eight (8) new ligands (A1–A8) were designed with better binding affinities in comparison to the scaffold template (−6.8 kcal/mol) and isoniazid standard drug (−6.00 kcal/mol) respectively. In addition, three (3) designed ligands namely, A6, A2, and A7 with higher binding affinities were validated via ADME and toxicity prediction analysis, and the results showed zero violations of Lipinski rules with similar bioavailability, and high rate in gastrointestinal absorption, while toxicity parameters such as carcinogenicity and cytotoxicity were all predicted as non-toxic (inactiveness). The designed IPA compounds in the present study could serve as a promising gateway that could help the medicinal and synthetic chemist in the exploration of a new set of derivatives as anti-TB agents. Therefore, this research strongly recommends further experimental consideration of the newly designed IPA compounds through synthesis, in-vitro and in-vivo studies to validate the theoretical findings.
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Affiliation(s)
- Mustapha Abdullahi
- Faculty of Sciences, Department of Pure and Applied Chemistry, Kaduna State University, Tafawa Balewa Way, Kaduna State, Nigeria
| | - Niloy Das
- Department of Pharmacy, BGC Trust University Bangladesh, Chittagong 4381, Bangladesh
| | - Shola Elijah Adeniji
- Faculty of Physical Sciences, Department of Chemistry, Ahmadu Bello University, P.M.B. 1044 Zaria, Kaduna State, Nigeria
| | - Alhassan Kabiru Usman
- Faculty of Sciences, Department of Pure and Applied Chemistry, Kaduna State University, Tafawa Balewa Way, Kaduna State, Nigeria
| | - Ahmad Muhammad Sani
- Faculty of Sciences, Department of Pure and Applied Chemistry, Kaduna State University, Tafawa Balewa Way, Kaduna State, Nigeria
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26
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Shallangwa GA, Adeniji SE. Binding profile of protein-ligand inhibitor complex and structure based design of new potent compounds via computer-aided virtual screening. J Clin Tuberc Other Mycobact Dis 2021; 24:100256. [PMID: 34307904 PMCID: PMC8258700 DOI: 10.1016/j.jctube.2021.100256] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Mycobacterium tuberculosis protein target (DNA gyrase) is a type II topoisomerase target present in all bacteria. The enzyme comprises of two subunits A and B. DNA binding domain is located in the subunits A while the catalysis and cleavage of two DNA strands occur in the subunits A using ATP hydrolysis. This enzyme has been reported to emerge in extensively drug resistant tuberculosis. Therefore this research aimed to design new potent compounds against the target and establish the analysis of protein-ligand binding interaction between the target and novel quinoline analogues via the application of in silicovirtual screening to predict the inhibition binding affinities the analogues. RESULT The docking results revealed that compound ID 17 with efficient inhibition activity has a noticeable binding affinity of -18.8 kcal/mol. Hence compound 17 was designated as the reference template to designed novel fourteen compounds with higher binding affinities as a promising compounds. CONCLUSION Designed compound 17i, 17j and 17n with lead binding affinities among the designed compounds were observed with the most perceptible binding affinity which ranges from (-21.2 to -26.8) kcal/mol compared to low binding affinity (-5.8 kcal/mol) computed for ethambutol.
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27
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Abishad P, Niveditha P, Unni V, Vergis J, Kurkure NV, Chaudhari S, Rawool DB, Barbuddhe SB. In silico molecular docking and in vitro antimicrobial efficacy of phytochemicals against multi-drug-resistant enteroaggregative Escherichia coli and non-typhoidal Salmonella spp. Gut Pathog 2021; 13:46. [PMID: 34273998 PMCID: PMC8286599 DOI: 10.1186/s13099-021-00443-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 07/08/2021] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND In the wake of emergence of antimicrobial resistance, bioactive phytochemical compounds are proving to be important therapeutic agents. The present study envisaged in silico molecular docking as well as in vitro antimicrobial efficacy screening of identified phytochemical ligands to the dispersin (aap) and outer membrane osmoporin (OmpC) domains of enteroaggregative Escherichia coli (EAEC) and non-typhoidal Salmonella spp. (NTS), respectively. MATERIALS AND METHODS The evaluation of drug-likeness, molecular properties, and bioactivity of the identified phytocompounds (thymol, carvacrol, and cinnamaldehyde) was carried out using Swiss ADME, while Protox-II and StopTox servers were used to identify its toxicity. The in silico molecular docking of the phytochemical ligands with the protein motifs of dispersin (PDB ID: 2jvu) and outer membrane osmoporin (PDB ID: 3uu2) were carried out using AutoDock v.4.20. Further, the antimicrobial efficacy of these compounds against multi-drug resistant EAEC and NTS strains was determined by estimating the minimum inhibitory concentrations and minimum bactericidal concentrations. Subsequently, these phytochemicals were subjected to their safety (sheep and human erythrocytic haemolysis) as well as stability (cationic salts, and pH) assays. RESULTS All the three identified phytochemicals ligands were found to be zero violators of Lipinski's rule of five and exhibited drug-likeness. The compounds tested were categorized as toxicity class-4 by Protox-II and were found to be non- cardiotoxic by StopTox. The docking studies employing 3D model of dispersin and ompC motifs with the identified phytochemical ligands exhibited good binding affinity. The identified phytochemical compounds were observed to be comparatively stable at different conditions (cationic salts, and pH); however, a concentration-dependent increase in the haemolytic assay was observed against sheep as well as human erythrocytes. CONCLUSIONS In silico molecular docking studies provided useful insights to understand the interaction of phytochemical ligands with protein motifs of pathogen and should be used routinely before the wet screening of any phytochemicals for their antibacterial, stability, and safety aspects.
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Affiliation(s)
- Padikkamannil Abishad
- Department of Veterinary Public Health, College of Veterinary and Animal Sciences, KVASU, 673 576, Pookode, Wayanad, India
| | - Pollumahanti Niveditha
- ICAR-National Research Centre on Meat, Chengicherla, Boduppal Post, 500 092, Hyderabad, India
| | - Varsha Unni
- Department of Veterinary Public Health, College of Veterinary and Animal Sciences, KVASU, 673 576, Pookode, Wayanad, India
| | - Jess Vergis
- Department of Veterinary Public Health, College of Veterinary and Animal Sciences, KVASU, 673 576, Pookode, Wayanad, India
| | | | - Sandeep Chaudhari
- Nagpur Veterinary College, MAFSU, Seminary Hills, 440 006, Nagpur, India
| | - Deepak Bhiwa Rawool
- ICAR-National Research Centre on Meat, Chengicherla, Boduppal Post, 500 092, Hyderabad, India
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