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Liu P, Wang L, Song Y, Pei H, Cao X. Virtual Screening of Inhibitors of Streptococcus mutans Biofilm from Lonicera japonica flos and Activity Validation. ACS Med Chem Lett 2024; 15:781-790. [PMID: 38894900 PMCID: PMC11181501 DOI: 10.1021/acsmedchemlett.4c00051] [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: 01/30/2024] [Revised: 05/07/2024] [Accepted: 05/08/2024] [Indexed: 06/21/2024] Open
Abstract
In this study, potential inhibitors of Streptococcus mutans biofilm were screened from Lonicera japonica flos using semiflexible molecular docking. A total of 88 metabolites from L. japonica flos and 14 biofilm-related proteins of S. mutans were analyzed, and 25 compounds were initially screened out. Subsequently, 9 compounds with higher availability were subjected to experimental validation, confirming that 6 of them effectively inhibit the S. mutans biofilm formation. Notably, chlorogenic acid was found to potentially disrupt the GbpC protein, which plays a role in the sucrose-dependent adhesion pathway. Similarly, oleanolic acid appeared to impede the adhesin P1 protein involved in the sucrose-independent adhesion mechanism, corroborating the computational predictions. The results of this study provide essential insights for leveraging L. japonica flos in the creation of dental-care-related products and food items aimed at oral health.
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Affiliation(s)
- Ping Liu
- Beijing Advanced
Innovation
Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China
| | - Lin Wang
- Beijing Advanced
Innovation
Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China
| | - Ya Song
- Beijing Advanced
Innovation
Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China
| | - Hairun Pei
- Beijing Advanced
Innovation
Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China
| | - Xueli Cao
- Beijing Advanced
Innovation
Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China
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2
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Abdjan MI, Shafiq M, Nerukh D, Nur-E-Alam M, Ul-Haq Z. Exploring the mechanism of action of spirooxindoles as a class of CDK2 inhibitors: a structure-based computational approach. Phys Chem Chem Phys 2024; 26:16139-16152. [PMID: 38787638 DOI: 10.1039/d4cp00844h] [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: 05/26/2024]
Abstract
Cyclin-dependent kinase 2 (CDK2) regulates cell cycle checkpoints in the synthesis and mitosis phases and plays a pivotal role in cancerous cell proliferation. The activation of CDK2, influenced by various protein signaling pathways, initiates the phosphorylation process. Due to its crucial role in carcinogenesis, CDK2 is a druggable hotspot target to suppress cancer cell proliferation. In this context, several studies have identified spirooxindoles as an effective class of CDK2 inhibitors. In the present study, three spirooxindoles (SOI1, SOI2, and SOI3) were studied to understand their inhibitory mechanism against CDK2 through a structure-based approach. Molecular docking and molecular dynamics (MD) simulations were performed to explore their interactions with CDK2 at the molecular level. The calculated binding free energy for the spirooxindole-based CDK2 inhibitors aligned well with experimental results regarding CDK2 inhibition. Energy decomposition (ED) analysis identified key binding residues, including I10, G11, T14, R36, F82, K89, L134, P155, T158, Y159, and T160, in the CDK2 active site and T-loop phosphorylation. Molecular mechanics (MM) energy was identified as the primary contributor to stabilizing inhibitor binding in the CDK2 protein structure. Furthermore, the analysis of binding affinity revealed that the inhibitor SOI1 binds more strongly to CDK2 compared to the other inhibitors under investigation. It demonstrated a robust interaction with the crucial residue T160 in the T-loop phosphorylation site, responsible for kinase activation. These insights into the inhibitory mechanism are anticipated to contribute to the development of potential CDK2 inhibitors using the spirooxindole scaffold.
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Affiliation(s)
- Muhammad Ikhlas Abdjan
- Department of Chemistry, Faculty of Science and Technology, Universitas Airlangga, Komplek Kampus C UNAIR, Jl. Mulyorejo, Surabaya, Indonesia
| | - Muhammad Shafiq
- H.E.J. Research Institute of Chemistry, International Center for Chemical and Biological Sciences, University of Karachi, Karachi-75270, Pakistan
| | - Dmitry Nerukh
- Department of Mathematics, Aston University, Birmingham, B4 7ET, UK
| | - Mohammad Nur-E-Alam
- Department of Pharmacognosy, College of Pharmacy, King Saud University, P.O. Box. 2457, Riyadh 11451, Kingdom of Saudi Arabia.
| | - Zaheer Ul-Haq
- Dr Panjwani Center for Molecular Medicine and Drug Research, International Center for Chemical and Biological Sciences, University of Karachi, Karachi-75270, Pakistan
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3
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Saini RS, Binduhayyim RIH, Gurumurthy V, Alshadidi AAF, Bavabeedu SS, Vyas R, Dermawan D, Naseef PP, Mosaddad SA, Heboyan A. In silico assessment of biocompatibility and toxicity: molecular docking and dynamics simulation of PMMA-based dental materials for interim prosthetic restorations. JOURNAL OF MATERIALS SCIENCE. MATERIALS IN MEDICINE 2024; 35:28. [PMID: 38833196 DOI: 10.1007/s10856-024-06799-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 05/09/2024] [Indexed: 06/06/2024]
Abstract
AIM This study aimed to comprehensively assess the biocompatibility and toxicity profiles of poly(methyl methacrylate) (PMMA) and its monomeric unit, methyl methacrylate (MMA), crucial components in dental materials for interim prosthetic restorations. METHODOLOGY Molecular docking was employed to predict the binding affinities, energetics, and steric features of MMA and PMMA with selected receptors involved in bone metabolism and tissue development, including RANKL, Fibronectin, BMP9, NOTCH2, and other related receptors. The HADDOCK standalone version was utilized for docking calculations, employing a Lamarckian genetic algorithm to explore the conformational space of ligand-receptor interactions. Furthermore, molecular dynamics (MD) simulations over 100 nanoseconds were conducted using the GROMACS package to evaluate dynamic actions and structural stability. The LigandScout was utilized for pharmacophore modeling, which employs a shape-based screening approach to identify potential ligand binding sites on protein targets. RESULTS The molecular docking studies elucidated promising interactions between PMMA and MMA with key biomolecular targets relevant to dental applications. MD simulation results provided strong evidence supporting the structural stability of PMMA complexes over time. Pharmacophore modeling highlighted the significance of carbonyl and hydroxyl groups as pharmacophoric features, indicating compounds with favorable biocompatibility profiles. CONCLUSION This study underscores the potential of PMMA in dental applications, emphasizing its structural stability, molecular interactions, and safety considerations. These findings lay a foundation for future advancements in dental biomaterials, guiding the design and optimization of materials for enhanced biocompatibility. Future directions include experimental validation of computational findings and the development of PMMA-based dental materials with improved biocompatibility and clinical performance.
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Affiliation(s)
- Ravinder S Saini
- Department of Dental Technology, COAMS, King Khalid University, Abha, Saudi Arabia
| | | | | | | | - Shashit Shetty Bavabeedu
- Department of Restorative Dentistry, College of Dentistry, King Khalid University, Abha, Saudi Arabia
| | - Rajesh Vyas
- Department of Dental Technology, COAMS, King Khalid University, Abha, Saudi Arabia
| | - Doni Dermawan
- Department of Chemistry, Warsaw University of Technology, Warsaw, Poland
| | | | - Seyed Ali Mosaddad
- Department of Research Analytics, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, India.
- Student Research Committee, School of Dentistry, Shiraz University of Medical Sciences, Shiraz, Iran.
| | - Artak Heboyan
- Department of Research Analytics, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, India.
- Department of Prosthodontics, Faculty of Stomatology, Yerevan State Medical University after Mkhitar Heratsi, Yerevan, Armenia.
- Department of Prosthodontics, School of Dentistry, Tehran University of Medical Sciences, Tehran, Iran.
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4
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Tatar Yilmaz G, Yayli N, Tüzüner T, Bozdal G, Salmanli M, Renda G, Korkmaz B, Bozdeveci A, Alpay Karaoğlu Ş. Synthesis, Antimicrobial Activities, and Molecular Modeling Studies of Agents for the Sortase A Enzyme. Chem Biodivers 2024; 21:e202301659. [PMID: 38407541 DOI: 10.1002/cbdv.202301659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 02/21/2024] [Accepted: 02/24/2024] [Indexed: 02/27/2024]
Abstract
Sortase A (SrtA) is an attractive target for developing new anti-infective drugs that aim to interfere with essential virulence mechanisms, such as adhesion to host cells and biofilm formation. Herein, twenty hydroxy, nitro, bromo, fluoro, and methoxy substituted chalcone compounds were synthesized, antimicrobial activities and molecular modeling strategies against the SrtA enzyme were investigated. The most active compounds were found to be T2, T4, and T19 against Streptococcus mutans (S. mutans) with MIC values of 1.93, 3.8, 3.94 μg/mL, and docking scores of -6.46, -6.63, -6.73 kcal/mol, respectively. Also, these three active compounds showed better activity than the chlorohexidine (CHX) (MIC value: 4.88 μg/mL, docking score: -6.29 kcal/mol) in both in vitro and in silico. Structural stability and binding free energy analysis of S.mutans SrtA with active compounds were measured by molecular dynamic (MD) simulations throughout 100 nanoseconds (ns) time. It was observed that the stability of the critical interactions between these compounds and the target enzyme was preserved. To prove further, in vivo biological evaluation studies could be conducted for the most promising precursor compounds T2, T4, and T19, and it might open new avenues to the discovery of more potent SrtA inhibitors.
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Affiliation(s)
- Gizem Tatar Yilmaz
- Department of Biostatistics and Medical Informatics, Faculty of Medicine, Karadeniz Technical University, 61080, Trabzon, Turkiye
| | - Nurettin Yayli
- Department of Pharmacognosy, Faculty of Pharmacy, Karadeniz Technical University, 61080, Trabzon, Turkiye
| | - Tamer Tüzüner
- Department of Pediatric Dentistry, Faculty of Dentistry, Karadeniz Technical University, 61080, Trabzon, Turkiye
| | - Gözde Bozdal
- Department of Pharmacognosy, Faculty of Pharmacy, Karadeniz Technical University, 61080, Trabzon, Turkiye
| | - Merve Salmanli
- Department of Pediatric Dentistry, Faculty of Dentistry, Karadeniz Technical University, 61080, Trabzon, Turkiye
| | - Gülin Renda
- Department of Pharmacognosy, Faculty of Pharmacy, Karadeniz Technical University, 61080, Trabzon, Turkiye
| | - Büşra Korkmaz
- Department of Pharmacognosy, Faculty of Pharmacy, Karadeniz Technical University, 61080, Trabzon, Turkiye
| | - Arif Bozdeveci
- Department of Biology, Faculty of Arts and Sciences, Recep Tayyip Erdoğan University, 53100, Rize, Turkiye
| | - Şengül Alpay Karaoğlu
- Department of Biology, Faculty of Arts and Sciences, Recep Tayyip Erdoğan University, 53100, Rize, Turkiye
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5
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Chai K, Yang J, Tu Y, Wu J, Fang K, Shi S, Yao T. Molecular Deformation Is a Key Factor in Screening Aggregation Inhibitor for Intrinsically Disordered Protein Tau. ACS CENTRAL SCIENCE 2024; 10:717-728. [PMID: 38559297 PMCID: PMC10979476 DOI: 10.1021/acscentsci.3c01196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 02/03/2024] [Accepted: 02/16/2024] [Indexed: 04/04/2024]
Abstract
Direct inhibitor of tau aggregation has been extensively studied as potential therapeutic agents for Alzheimer's disease. However, the natively unfolded structure of tau complicates the structure-based ligand design, and the relatively large surface areas that mediate tau-tau interactions in aggregation limit the potential for identifying high-affinity ligand binding sites. Herein, a group of isatin-pyrrolidinylpyridine derivative isomers (IPP1-IPP4) were designed and synthesized. They are like different forms of molecular "transformers". These isatin isomers exhibit different inhibitory effects on tau self-aggregation or even possess a depolymerizing effect. Our results revealed for the first time that the direct inhibitor of tau protein aggregation is not only determined by the previously reported conjugated structure, substituent, hydrogen bond donor, etc. but also depends more importantly on the molecular shape. In combination with molecular docking and molecular dynamics simulations, a new inhibition mechanism was proposed: like a "molecular clip", IPP1 could noncovalently bind and fix a tau polypeptide chain at a multipoint to prevent the transition from the "natively unfolded conformation" to the "aggregation competent conformation" before nucleation. At the cellular and animal levels, the effectiveness of the inhibitor of the IPP1 has been confirmed, providing an innovative design strategy as well as a lead compound for Alzheimer's disease drug development.
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Affiliation(s)
- Keke Chai
- School
of Chemical Science and Engineering, Shanghai Key Laboratory of Chemical
Assessment and Sustainability, Tongji University, Shanghai 200092, China
| | - Jian Yang
- School
of Medicine, Shanghai University, Shanghai 200444, China
| | - Ying Tu
- School
of Chemical Science and Engineering, Shanghai Key Laboratory of Chemical
Assessment and Sustainability, Tongji University, Shanghai 200092, China
| | - Junjie Wu
- School
of Chemical Science and Engineering, Shanghai Key Laboratory of Chemical
Assessment and Sustainability, Tongji University, Shanghai 200092, China
| | - Kang Fang
- School
of Chemical Science and Engineering, Shanghai Key Laboratory of Chemical
Assessment and Sustainability, Tongji University, Shanghai 200092, China
| | - Shuo Shi
- School
of Chemical Science and Engineering, Shanghai Key Laboratory of Chemical
Assessment and Sustainability, Tongji University, Shanghai 200092, China
| | - Tianming Yao
- School
of Chemical Science and Engineering, Shanghai Key Laboratory of Chemical
Assessment and Sustainability, Tongji University, Shanghai 200092, China
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6
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Pallavi P, Sahoo PP, Sen SK, Raut S. Comparative evaluation of anti-biofilm and anti- adherence potential of plant extracts against Streptococcus mutans: A therapeutic approach for oral health. Microb Pathog 2024; 188:106514. [PMID: 38296118 DOI: 10.1016/j.micpath.2023.106514] [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: 09/20/2023] [Revised: 12/20/2023] [Accepted: 12/21/2023] [Indexed: 02/06/2024]
Abstract
Dental caries predominantly attributed to the cariogenic nature of Streptococcus mutans, continue to pose a substantial global challenge to oral health. In response to this challenge, this study aimed to evaluate the effectiveness of leaf extracts (LEs) and essential oils (EOs) derived from different medicinal plants in inhibiting the growth of Streptococcus mutans biofilm. In vitro and in silico approaches were employed to identify active compounds and assess their inhibitory effects on S. mutans. Minimum Inhibitory Concentration (MIC) and Minimum Bactericidal Concentration (MBC) were measured to determine the anti-biofilm and anti-adherence activity against S. mutans. Biofilm viability (CFU/mL) and extracellular polymeric substance (EPS) concentration were quantified. GC-MS analysis was utilized to identify active compounds in the most effective plant extracts exhibiting anti-S. mutans activity. A high-throughput screening focused on the interaction between these compounds and the target enzyme SortaseA (SrtA) using molecular docking was performed. Results indicated that Cymbopogon citratus displayed the highest efficacy in reducing S. mutans biofilm formation and adhesion activity, achieving 90 % inhibition at an MIC value of 12 μg/mL. Among the 12 bioactive compounds identified, trans-Carvyl acetate exhibited the lowest binding energy with SrtA (-6.0 Kcal/mole). Trans-Carvyl acetate also displayed favorable pharmacokinetic properties. This study provides novel insights into the anti-S. mutans properties of C. citratus and suggests its potential as a therapeutic approach for oral health. Further research is needed to explore the combined effect of plant extracts for enhanced protection against dental caries.
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Affiliation(s)
- Preeti Pallavi
- Centre for Biotechnology, School of Pharmaceutical Sciences, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, 751003, Odisha, India
| | - Pragnya Paramita Sahoo
- Centre for Biotechnology, School of Pharmaceutical Sciences, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, 751003, Odisha, India
| | - Sudip Kumar Sen
- Biostadt India Limited, Waluj, Aurangabad, 431136, Maharashtra, India
| | - Sangeeta Raut
- Centre for Biotechnology, School of Pharmaceutical Sciences, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, 751003, Odisha, India.
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7
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Sangavi R, Muthumanickam S, Malligarjunan N, Jothi R, Boomi P, Arivudainambi S, Raman M, Joshi CG, Pandian SK, Gowrishankar S. In silico analysis unravels the promising anticariogenic efficacy of fatty acids against dental caries causing Streptococcus mutans. J Biomol Struct Dyn 2023:1-16. [PMID: 37993988 DOI: 10.1080/07391102.2023.2283155] [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: 04/02/2023] [Accepted: 11/08/2023] [Indexed: 11/24/2023]
Abstract
Globally, dental caries is a prevalent oral disease caused by cariogenic bacteria, primarily Streptococcus mutans. It establishes caries either through sucrose-dependent (via glycosyltransferases) or through sucrose-independent (via surface adhesins Antigen I/II) mechanism. Sortase A (srtA) attaches virulence-associated adhesins to host tissues. Because of their importance in the formation of caries, targeting these proteins is decisive in the development of new anticariogenic drugs. High-throughput virtual screening with LIPID MAPS -a fatty acid database was performed. The selected protein-ligand complexes were subjected to molecular dynamics simulation (MDs). The Binding Free Energy of complexes was predicted using MM/PBSA. Further, the drug-likeness and pharmacokinetic properties of ligands were also analyzed. Out of 46,200 FAs scrutinized virtually against the three protein targets (viz., GtfC, Ag I/II and srtA), top 5 FAs for each protein were identified as the best hit based on interaction energies viz., hydrogen bond numbers and hydrophobic interaction. Further, two common FAs (LMFA01050418 and LMFA01040045) that showed high binding affinity against Ag I/II and srtA were selected for MDs analysis. A 100ns MDs unveiled a stable conformation. Results of Rg signified that FAs does not induce significant structural & conformational changes. SASA indicated that the complexes maintain higher thermodynamic stability during MDs. The predicted binding free energy (MM/PBSA) of complexes elucidated their stable binding interaction. ADME analysis suggested the FAs are biologically feasible as therapeutic candidates. Overall, the presented in silico data is the first of its kind in delineating FAs as promising anticaries agents of future.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Ravichellam Sangavi
- Department of Biotechnology, Science Campus, Alagappa University, Karaikudi, India
| | - Sankar Muthumanickam
- Department of Bioinformatics, Science Campus, Alagappa University, Karaikudi, India
| | | | - Ravi Jothi
- Department of Biotechnology, Science Campus, Alagappa University, Karaikudi, India
| | - Pandi Boomi
- Department of Bioinformatics, Science Campus, Alagappa University, Karaikudi, India
| | - Seenichamy Arivudainambi
- Department of Science & Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India
| | - Muthusamy Raman
- Department of Microbiology, Centre for Infectious Diseases, Saveetha Dental University, Chennai, India
| | - Chaitanya G Joshi
- Department of Science & Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India
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8
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Sharma S, Mohler J, Mahajan SD, Schwartz SA, Bruggemann L, Aalinkeel R. Microbial Biofilm: A Review on Formation, Infection, Antibiotic Resistance, Control Measures, and Innovative Treatment. Microorganisms 2023; 11:1614. [PMID: 37375116 DOI: 10.3390/microorganisms11061614] [Citation(s) in RCA: 46] [Impact Index Per Article: 46.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 05/15/2023] [Accepted: 05/23/2023] [Indexed: 06/29/2023] Open
Abstract
Biofilm is complex and consists of bacterial colonies that reside in an exopolysaccharide matrix that attaches to foreign surfaces in a living organism. Biofilm frequently leads to nosocomial, chronic infections in clinical settings. Since the bacteria in the biofilm have developed antibiotic resistance, using antibiotics alone to treat infections brought on by biofilm is ineffective. This review provides a succinct summary of the theories behind the composition of, formation of, and drug-resistant infections attributed to biofilm and cutting-edge curative approaches to counteract and treat biofilm. The high frequency of medical device-induced infections due to biofilm warrants the application of innovative technologies to manage the complexities presented by biofilm.
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Affiliation(s)
- Satish Sharma
- Department of Urology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY 14260, USA
| | - James Mohler
- Department of Urology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA
| | - Supriya D Mahajan
- Department of Medicine, Division of Allergy, Immunology, and Rheumatology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY 14203, USA
| | - Stanley A Schwartz
- Department of Urology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY 14260, USA
- Department of Medicine, Division of Allergy, Immunology, and Rheumatology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY 14203, USA
- Department of Medicine, VA Western New York Healthcare System, Buffalo, NY 14215, USA
| | - Liana Bruggemann
- Department of Biomedical Informatics, University at Buffalo, Buffalo, NY 14260, USA
| | - Ravikumar Aalinkeel
- Department of Urology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY 14260, USA
- Department of Medicine, Division of Allergy, Immunology, and Rheumatology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY 14203, USA
- Department of Medicine, VA Western New York Healthcare System, Buffalo, NY 14215, USA
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9
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Zhang B, Zhao M, Tian J, Lei L, Huang R. Novel antimicrobial agents targeting the Streptococcus mutans biofilms discovery through computer technology. Front Cell Infect Microbiol 2022; 12:1065235. [PMID: 36530419 PMCID: PMC9751416 DOI: 10.3389/fcimb.2022.1065235] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Accepted: 11/16/2022] [Indexed: 12/02/2022] Open
Abstract
Dental caries is one of the most prevalent and costly biofilm-associated infectious diseases worldwide. Streptococcus mutans (S. mutans) is well recognized as the major causative factor of dental caries due to its acidogenicity, aciduricity and extracellular polymeric substances (EPSs) synthesis ability. The EPSs have been considered as a virulent factor of cariogenic biofilm, which enhance biofilms resistance to antimicrobial agents and virulence compared with planktonic bacterial cells. The traditional anti-caries therapies, such as chlorhexidine and antibiotics are characterized by side-effects and drug resistance. With the development of computer technology, several novel approaches are being used to synthesize or discover antimicrobial agents. In this mini review, we summarized the novel antimicrobial agents targeting the S. mutans biofilms discovery through computer technology. Drug repurposing of small molecules expands the original medical indications and lowers drug development costs and risks. The computer-aided drug design (CADD) has been used for identifying compounds with optimal interactions with the target via silico screening and computational methods. The synthetic antimicrobial peptides (AMPs) based on the rational design, computational design or high-throughput screening have shown increased selectivity for both single- and multi-species biofilms. These methods provide potential therapeutic agents to promote targeted control of the oral microbial biofilms in the near future.
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Affiliation(s)
- Bin Zhang
- Key Laboratory of Shaanxi Province for Craniofacial Precision Medicine Research, College of Stomatology, Xi’an Jiaotong University, Xi’an, China,Clinical Research Center of Shaanxi Province for Dental and Maxillofacial Diseases, Center of Oral Public Health, College of Stomatology, Xi’an Jiaotong University, Xi’an, China
| | - Min Zhao
- Key Laboratory of Shaanxi Province for Craniofacial Precision Medicine Research, College of Stomatology, Xi’an Jiaotong University, Xi’an, China,Clinical Research Center of Shaanxi Province for Dental and Maxillofacial Diseases, Center of Oral Public Health, College of Stomatology, Xi’an Jiaotong University, Xi’an, China
| | - Jiangang Tian
- Key Laboratory of Shaanxi Province for Craniofacial Precision Medicine Research, College of Stomatology, Xi’an Jiaotong University, Xi’an, China,Clinical Research Center of Shaanxi Province for Dental and Maxillofacial Diseases, Center of Oral Public Health, College of Stomatology, Xi’an Jiaotong University, Xi’an, China
| | - Lei Lei
- State Key Laboratory of Oral Diseases, Department of Preventive Dentistry, West China Hospital of Stomatology, Sichuan University, Chengdu, China,*Correspondence: Lei Lei, ; Ruizhe Huang,
| | - Ruizhe Huang
- Key Laboratory of Shaanxi Province for Craniofacial Precision Medicine Research, College of Stomatology, Xi’an Jiaotong University, Xi’an, China,Clinical Research Center of Shaanxi Province for Dental and Maxillofacial Diseases, Center of Oral Public Health, College of Stomatology, Xi’an Jiaotong University, Xi’an, China,*Correspondence: Lei Lei, ; Ruizhe Huang,
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10
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Wardana AP, Abdjan MI, Aminah NS, Fahmi MZ, Siswanto I, Kristanti AN, Saputra MA, Takaya Y. 3,4,3'-Tri- O-methylellagic acid as an anticancer agent: in vitro and in silico studies. RSC Adv 2022; 12:29884-29891. [PMID: 36321100 PMCID: PMC9580503 DOI: 10.1039/d2ra05246f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Accepted: 09/23/2022] [Indexed: 11/06/2022] Open
Abstract
We report a natural product compound isolated from Syzygium polycephalum known as 3,4,3'-tri-O-methylellagic acid (T-EA) as a candidate drug for cancer treatment. The characterization of the isolated T-EA compound was carried out using various spectroscopic methods. The in vitro evaluation showcased the inhibition activity of T-EA towards the T47D and HeLa cell lines with EC50 values of 55.35 ± 6.28 μg mL-1 and 12.57 ± 2.22 μg mL-1, respectively. Meanwhile, the in silico evaluation aimed to understand the interaction of T-EA with enzymes responsible for cancer regulation at the molecular level by targeting the hindrance of cyclin-dependent kinase 9 (CDK9) and sirtuin 1 (SIRT1) enzymes. T-EA showed a binding free energy towards the SIRT1 protein of ΔG bind (MM-GBSA): -30.98 ± 0.25 kcal mol-1 and ΔG bind (MM-PBSA): -24.07 ± 0.30 kcal mol-1, while that of CDK9 was ΔG bind (MM-GBSA): -29.50 ± 0.22 kcal mol-1 and ΔG bind (MM-PBSA): -25.87 ± 0.40 kcal mol-1. The obtained results from this research could be considered as important information on 3,4,3'-tri-O-methylellagic acid as a drug to treat cervical and breast cancers.
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Affiliation(s)
- Andika Pramudya Wardana
- PhD Student of Mathematics and Natural Sciences, Faculty of Science and Technology, Universitas AirlanggaSurabaya 60115Indonesia,Department of Chemistry, Faculty of Science and Technology, Universitas AirlanggaSurabaya 60115Indonesia+62-31-5936502+62-31-5936501
| | - Muhammad Ikhlas Abdjan
- Department of Chemistry, Faculty of Science and Technology, Universitas AirlanggaSurabaya 60115Indonesia+62-31-5936502+62-31-5936501
| | - Nanik Siti Aminah
- Department of Chemistry, Faculty of Science and Technology, Universitas AirlanggaSurabaya 60115Indonesia+62-31-5936502+62-31-5936501,Biotechnology of Tropical Medicinal Plants Research Group, Universitas AirlanggaIndonesia
| | - Mochamad Zakki Fahmi
- Department of Chemistry, Faculty of Science and Technology, Universitas AirlanggaSurabaya 60115Indonesia+62-31-5936502+62-31-5936501
| | - Imam Siswanto
- Department of Chemistry, Faculty of Science and Technology, Universitas AirlanggaSurabaya 60115Indonesia+62-31-5936502+62-31-5936501,Bioinformatic Laboratory, UCoE Research Center for Bio-Molecule Engineering, Universitas AirlanggaSurabayaIndonesia
| | - Alfinda Novi Kristanti
- Department of Chemistry, Faculty of Science and Technology, Universitas AirlanggaSurabaya 60115Indonesia+62-31-5936502+62-31-5936501,Biotechnology of Tropical Medicinal Plants Research Group, Universitas AirlanggaIndonesia
| | - Mirza Ardella Saputra
- Nanotechnology Engineering, Faculty of Advanced Technology and Multidiscipline, Universitas AirlanggaSurabaya 60115Indonesia
| | - Yoshiaki Takaya
- Faculty of Pharmacy, Meijo University150 Yagotoyama, TempakuNagoya468-8503Japan
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11
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Mangal P, Jha RK, Jain M, Singh AK, Muthukumaran J. Identification and prioritization of promising lead molecules from Syzygium aromaticum against Sortase C from Streptococcus pyogenes: an in silico investigation. J Biomol Struct Dyn 2022:1-18. [PMID: 35706070 DOI: 10.1080/07391102.2022.2086921] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Sortases are extracellular transpeptidases that play an essential role in the adhesion of secreted proteins to the peptidoglycan layer of the cell wall of Gram-negative bacteria. Sortases are an important drug target protein due to their involvement in synthesizing the peptidoglycan cell wall of Streptococcus pyogenes, and these are not found in Homo sapiens. In this study, initially, we have performed protein sequence analysis to understand the sequential properties of Sortase C. Next, a comparative protein modeling approach was used to predict the three-dimensional model of Sortase C based on the crystal structure of Sortase C from Streptococcus pneumoniae. Virtual screening with an in-house library of phytochemicals from Syzygium aromaticum and molecular docking studies were performed to identify the promising lead molecules. These compounds were also analyzed for their drug-like and pharmacokinetic properties. Subsequently, the protein-ligand complexes of the selected ligands were subjected to molecular dynamics (MD) simulations to investigate their dynamic behavior in physiological conditions. The global and essential dynamics analyses result implied that the Sortase C complexes of the proposed three lead candidates exhibited adequate stability during the MD simulations. Additionally, the three proposed molecules showed favorable MM/PBSA binding free energy values ranging from -13.8 +/- 9.41 to -56.6 +/- 8.82 kcal/mol. After an extensive computational investigation, we have identified three promising lead candidates (CID:13888122, CID:3694932 and CID:102445430) against Sortase C from S. pyogenes. The result obtained from these computational studies can be used to screen and develop the inhibitors against Sortase C from S. pyogenes. Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Purti Mangal
- Department of Biotechnology, School of Engineering and Technology, Sharda University, Greater Noida, India
| | - Rajat Kumar Jha
- Department of Biotechnology, School of Engineering and Technology, Sharda University, Greater Noida, India
| | - Monika Jain
- Department of Biotechnology, School of Engineering and Technology, Sharda University, Greater Noida, India
| | - Amit Kumar Singh
- Department of Biotechnology, School of Engineering and Technology, Sharda University, Greater Noida, India
| | - Jayaraman Muthukumaran
- Department of Biotechnology, School of Engineering and Technology, Sharda University, Greater Noida, India
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12
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Kaushik S, Yadav J, Das S, Karthikeyan D, Chug R, Jyoti A, Srivastava VK, Jain A, Kumar S, Sharma V. Identification of Protein Drug Targets of Biofilm Formation and Quorum
Sensing in Multidrug Resistant Enterococcus faecalis. Curr Protein Pept Sci 2022; 23:248-263. [DOI: 10.2174/1389203723666220526155644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 03/16/2022] [Accepted: 04/06/2022] [Indexed: 11/22/2022]
Abstract
Abstract:
Enterococcus faecalis (E. faecalis) is an opportunistic multidrug-resistant (MDR) pathogen
found in the guts of humans and farmed animals. Due to the occurrence of (MDR) strain there is an
urgent need to look for an alternative treatment approach. E. faecalis is a Gram-positive bacterium,
which is among the most prevalent multidrug resistant hospital pathogens. Its ability to develop quorum
sensing (QS) mediated biofilm formation further exacerbates the pathogenicity and triggers lifethreatening
infections. Therefore, developing a suitable remedy for curing E. faecalis mediated enterococcal
infections is an arduous task. Several putative virulence factors and proteins are involved in the
development of biofilms in E. faecalis. Such proteins often play important roles in virulence, disease,
and colonization by pathogens. The elucidation of the structure-function relationship of such protein
drug targets and the interacting compounds could provide an attractive paradigm towards developing
structure-based drugs against E. faecalis. This review provides a comprehensive overview of the current
status, enigmas that warrant further studies, and the prospects toward alleviating the antibiotic resistance
in E. faecalis. Specifically, the role of biofilm and quorum sensing (QS) in the emergence of
MDR strains had been elaborated along with the importance of the protein drug targets involved in both
the processes.
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Affiliation(s)
- Sanket Kaushik
- Amity Institute of Biotechnology, Amity University Rajasthan, Jaipur, India
| | - Jyoti Yadav
- Amity Institute of Biotechnology, Amity University Rajasthan, Jaipur, India
| | - Satyajeet Das
- Amity Institute of Biotechnology, Amity University Rajasthan, Jaipur, India
- Structural Biology Lab, CSIR-Institute of Microbial Technology, Chandigarh, India
| | | | - Ravneet Chug
- Amity Institute of Biotechnology, Amity University Rajasthan, Jaipur, India
| | - Anupam Jyoti
- Department of Biotechnology, University Institute of Biotechnology,
Chandigarh University, Chandigarh, India
| | | | - Ajay Jain
- Amity Institute of Biotechnology, Amity University Rajasthan, Jaipur, India
| | - Sanjit Kumar
- Centre for Bioseparation Technology, VIT
University, Vellore-632014, Tamil Nadu, India
| | - Vinay Sharma
- Amity Institute of Biotechnology, Amity University Rajasthan, Jaipur, India
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13
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Aminah NS, Abdjan MI, Wardana AP, Kristanti AN, Siswanto I, Rakhman KA, Takaya Y. The dolabellane diterpenes as potential inhibitors of the SARS-CoV-2 main protease: molecular insight of the inhibitory mechanism through computational studies. RSC Adv 2021; 11:39455-39466. [PMID: 35492446 PMCID: PMC9044469 DOI: 10.1039/d1ra07584e] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 11/30/2021] [Indexed: 12/26/2022] Open
Abstract
An investigation has been carried out on natural products from dolabellane derivatives to understand their potential in inhibiting the SARS-CoV-2 main protease (3CLpro) using an in silico approach. Inhibition of the 3CLpro enzyme is a promising target in stopping the replication of the SARS-CoV-2 virus through inhibition of the subsite binding pocket. The redocking process aims to determine the 3CLpro active sites. The redocking requirement showed a good pose with an RMSD value of 1.39 Å. The combination of molecular docking and MD simulation shows the results of DD13 as a candidate which had a good binding affinity (kcal mol-1) to inhibit the 3CLpro enzyme activity. Prediction of binding free energy (kcal mol-1) of DD13 using the Molecular Mechanics-Poisson Boltzmann/Generalized Born Surface Area (MM-PB/GBSA) approach shows the results ΔG bind(MM-GBSA): -52.33 ± 0.34 and ΔG bind(MM-PBSA): -43.52 ± 0.42. The key residues responsible for the inhibition mechanism are Hie41, Ser46, Met49, Asn142, Cys145, Hie163, Met165, and Gln189. Additionally, pharmacokinetic prediction recommended that DD13 had promising criteria as a drug candidate. The results demonstrated in this study provide theoretical information to obtain a potential inhibitor against the SARS-CoV-2 main protease.
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Affiliation(s)
- Nanik Siti Aminah
- Department of Chemistry, Faculty of Science and Technology, Universitas Airlangga Surabaya 60115 Indonesia
- Biotechnology of Tropical Medicinal Plants Research Group, Universitas Airlangga Indonesia
| | - Muhammad Ikhlas Abdjan
- Department of Chemistry, Faculty of Science and Technology, Universitas Airlangga Surabaya 60115 Indonesia
- Ph.D. Student of Mathematics and Natural Sciences, Faculty of Science and Technology, Universitas Airlangga Komplek Kampus C UNAIR, Jl. Mulyorejo 60115 Surabaya Indonesia
| | - Andika Pramudya Wardana
- Department of Chemistry, Faculty of Science and Technology, Universitas Airlangga Surabaya 60115 Indonesia
- Ph.D. Student of Mathematics and Natural Sciences, Faculty of Science and Technology, Universitas Airlangga Komplek Kampus C UNAIR, Jl. Mulyorejo 60115 Surabaya Indonesia
| | - Alfinda Novi Kristanti
- Department of Chemistry, Faculty of Science and Technology, Universitas Airlangga Surabaya 60115 Indonesia
- Biotechnology of Tropical Medicinal Plants Research Group, Universitas Airlangga Indonesia
| | - Imam Siswanto
- Department of Chemistry, Faculty of Science and Technology, Universitas Airlangga Surabaya 60115 Indonesia
- Bioinformatic Laboratory, UCoE Research Center for Bio-Molecule Engineering, Universitas Airlangga Surabaya Indonesia
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14
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Yang S, Zhang J, Yang R, Xu X. Small Molecule Compounds, A Novel Strategy against Streptococcus mutans. Pathogens 2021; 10:pathogens10121540. [PMID: 34959495 PMCID: PMC8708136 DOI: 10.3390/pathogens10121540] [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] [Received: 10/05/2021] [Revised: 11/17/2021] [Accepted: 11/22/2021] [Indexed: 02/05/2023] Open
Abstract
Dental caries, as a common oral infectious disease, is a worldwide public health issue. Oral biofilms are the main cause of dental caries. Streptococcus mutans (S. mutans) is well recognized as the major causative factor of dental caries within oral biofilms. In addition to mechanical removal such as tooth brushing and flossing, the topical application of antimicrobial agents is necessarily adjuvant to the control of caries particularly for high-risk populations. The mainstay antimicrobial agents for caries such as chlorhexidine have limitations including taste confusions, mucosal soreness, tooth discoloration, and disruption of an oral microbial equilibrium. Antimicrobial small molecules are promising in the control of S. mutans due to good antimicrobial activity, good selectivity, and low toxicity. In this paper, we discussed the application of antimicrobial small molecules to the control of S. mutans, with a particular focus on the identification and development of active compounds and their modes of action against the growth and virulence of S. mutans.
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Affiliation(s)
- Sirui Yang
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chengdu 610041, China; (S.Y.); (J.Z.)
- Department of Cariology and Endodontics, West China Hospital of Stomatology, Sichuan University, Chengdu 610041, China
| | - Jin Zhang
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chengdu 610041, China; (S.Y.); (J.Z.)
- Department of Cariology and Endodontics, West China Hospital of Stomatology, Sichuan University, Chengdu 610041, China
| | - Ran Yang
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chengdu 610041, China; (S.Y.); (J.Z.)
- Department of Pediatric Dentistry, West China Hospital of Stomatology, Sichuan University, Chengdu 610041, China
- Correspondence: (R.Y.); (X.X.)
| | - Xin Xu
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chengdu 610041, China; (S.Y.); (J.Z.)
- Department of Cariology and Endodontics, West China Hospital of Stomatology, Sichuan University, Chengdu 610041, China
- Correspondence: (R.Y.); (X.X.)
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15
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Salmanli M, Tatar Yilmaz G, Tuzuner T. Investigation of the antimicrobial activities of various antimicrobial agents on Streptococcus Mutans Sortase A through computer-aided drug design (CADD) approaches. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2021; 212:106454. [PMID: 34656905 DOI: 10.1016/j.cmpb.2021.106454] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 10/01/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND AND OBJECTIVE Tooth decay is a common chronic disease that causes pain, tooth loss, malnutrition, anxiety and significantly affects half of the world's population. Streptococcus mutans (S.mutans), is considered the main pathogen causing tooth decay. Sortase A (SrtA), one of the surface proteins of S. mutans, is a potential target in the development of antimicrobial and caries prevention agents for preventing infections associated with biofilm formation. Recently, various SrtA inhibitors, including small molecules and natural product, especially, trans-chalcone, chlorhexidine (CHX) and flavonoid compounds, which exhibit effective inhibition against SrtA, have been identified. However, due to the limited number of inhibitors, multi-drug resistance and side-effects the discovery of new inhibitors for SrtA is essential. METHODS In this case, various compounds aimed at the target enzyme underwent high-throughput screening with small molecule libraries. For this screening of a total of 178 compounds, 163 were found to be pharmacokinetically suitable by performing an absorption, distribution, metabolism, and excretion (ADME) analysis. Molecular docking was then applied to investigate the interaction mechanism among these suitable compounds and the target enzyme structure at the molecular level. RESULTS According to the results of the study, six compounds (CHEMBL243796 (kurarinone), CHEMBL2180472, CHEMBL3335591, CHEMBL373249, CHEMBL1395334, CHEMBL253467 (Isobavachalcone)) exhibited lower docking scores (-7.18, -6.59, -6.53, -6.47, -6.43, and -6.39 kcal/mol, respectively) against S. mutans SrtA than the positive control CHX (-6.29 kcal/mol). Finally, the 100 ns molecular dynamic simulations and binding free energy calculations were performed for the structure stability analysis of the enzyme with CHEMBL243796 (kurarinone), which showed the lowest docking score. As a result of these studies, the stability of the critical interactions between kurarinone and the target enzyme was preserved during the simulation time. CONCLUSIONS These results indicate that flavonoid and chalcone scaffold compounds are clinically more reliable and potent than CHX as novel inhibitory agents for inhibiting oral biofilm formation. These finding can provide important contribution to the future clinical trials in the development of therapeutically useful inhibitors of SrtA by virtually screening several chemical compounds more rapidly to select suitable compounds for the prevention and treatment of dental caries.
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Affiliation(s)
- Merve Salmanli
- Department of Pediatric, Faculty of Dentistry, Karadeniz Technical University, Trabzon, Turkey
| | - Gizem Tatar Yilmaz
- Department of Biostatistics and Medical Informatics, Karadeniz Technical University, Trabzon, Turkey
| | - Tamer Tuzuner
- Department of Pediatric, Faculty of Dentistry, Karadeniz Technical University, Trabzon, Turkey.
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16
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Evangelina IA, Herdiyati Y, Laviana A, Rikmasari R, Zubaedah C, Anisah, Kurnia D. Bio-Mechanism Inhibitory Prediction of β-Sitosterol from Kemangi ( Ocimum basilicum L.) as an Inhibitor of MurA Enzyme of Oral Bacteria: In vitro and in silico Study. Adv Appl Bioinform Chem 2021; 14:103-115. [PMID: 34188494 PMCID: PMC8236250 DOI: 10.2147/aabc.s301488] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 04/20/2021] [Indexed: 11/23/2022] Open
Abstract
Background Dental caries is a widespread disease that causes dental tissue destruction and leads to local and general complications. Gram-positive bacteria including Streptococcus mutans, Streptococcus sanguinis, and Enterococcus faecalis take part in dental caries formation. Gram-positive bacteria have cell walls that consistof a thick layer of peptidoglycan which maintains the strength and rigidity of the bacteria, as well as bacteria guard from internal osmotic pressure. The biosynthesis of peptidoglycan involves many enzymes, including the Mur family, penicillin binding protein (PBP), and sortases. Purpose This research has the intention to screen and examine the antibacterial compound of edible plant Kemangi (Ocimum basilicum L.) in terms of how it fights against some oral pathogenic bacteria of E. faecalis ATCC 29212, S. mutans ATCC 25175, and S. sanguinis ATCC 10566. Materials and Methods The O. basilicum L. was macerated by several organic solvents to obtain the extracts, before then being purified using several combinations of chromatography methods and the compound was discovered via spectroscopic methods. For the assay against bacteria, the extracts and compounds were tested using agar well diffusion and microdilution assay. Results The isolated compound was identified as β-sitosterol. The compound activity against bacteria was evaluated by in vitro assay against S. sanguinis ATCC 10566 and E. faecalis ATCC 29212 with the MIC and MBC value of 25,000 and 50,000 ppm, respectively. The compound was also tested by in silico study using the molecular docking method. The molecular interaction between β-sitosterol and the protein target showed a lower binding affinity value than the native ligand and other positive controls for each protein. Based on the amino acid residue bound to the ligands, β-sitosterol on MurA and SrtA is not competitive to the positive control, showing potential as a natural antibacterial agent. Meanwhile, on the MurB and PBP, β-sitosterol and positive control do compete with each other. Conclusion The compound, isolated from O. basilicum L. leaf, was determined as β-sitosterol, which has the molecular formula C29H50O. The antibacterial activity of β-sitosterol by in vitro assay showed weak antibacterial activity, yet exhibited the potential to inhibit the biosynthesis of peptidoglycan and prevent bacteria cell wall formation by inhibiting MurA and SrtA activity via docking simulation.
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Affiliation(s)
- Ida Ayu Evangelina
- Department of Orthodontics, Faculty of Dentistry - Universitas Padjadjaran, Bandung, Indonesia
| | - Yetty Herdiyati
- Department of Pediatric Dentistry, Faculty of Dentistry - Universitas Padjadjaran, Bandung, Indonesia
| | - Avi Laviana
- Department of Orthodontics, Faculty of Dentistry - Universitas Padjadjaran, Bandung, Indonesia
| | - Rasmi Rikmasari
- Department of Prosthodontics, Faculty of Dentistry - Universitas Padjadjaran, Bandung, Indonesia
| | - Cucu Zubaedah
- Department of Dental Public Health, Faculty of Dentistry - Universitas Padjadjaran, Bandung, Indonesia
| | - Anisah
- Department of Chemistry, Faculty of Mathematics and Natural Science - Universitas Padjadjaran, Sumedang, Indonesia
| | - Dikdik Kurnia
- Department of Chemistry, Faculty of Mathematics and Natural Science - Universitas Padjadjaran, Sumedang, Indonesia
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17
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Maezono SMB, Khanal HD, Chaudhary P, Devkota S, Lee YR. Construction of Diverse Dihydrodibenzofuranones by Migration/Intramolecular Arylation of Iodonium Ylides. B KOREAN CHEM SOC 2021. [DOI: 10.1002/bkcs.12209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
| | - Hari Datta Khanal
- School of Chemical Engineering Yeungnam University Gyeongsan 712‐749 Republic of Korea
| | - Priyanka Chaudhary
- School of Chemical Engineering Yeungnam University Gyeongsan 712‐749 Republic of Korea
| | - Shreedhar Devkota
- School of Chemical Engineering Yeungnam University Gyeongsan 712‐749 Republic of Korea
| | - Yong Rok Lee
- School of Chemical Engineering Yeungnam University Gyeongsan 712‐749 Republic of Korea
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18
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Abdjan MI, Aminah NS, Siswanto I, Kristanti AN, Takaya Y, Choudhary MI. Exploration of stilbenoid trimers as potential inhibitors of sirtuin1 enzyme using a molecular docking and molecular dynamics simulation approach. RSC Adv 2021; 11:19323-19332. [PMID: 35478645 PMCID: PMC9033617 DOI: 10.1039/d1ra02233d] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Accepted: 05/21/2021] [Indexed: 12/25/2022] Open
Abstract
A combination of molecular docking and molecular dynamics simulation (250 ns) has been carried out to study the interaction of stilbenoid trimer compounds with the SIRT1 enzyme as the target protein. SIRT1 expression regulates cellular stress responses that lead to the development of cancer. Redocking showed a good native ligand pose with an RMSD value of 1.40 Å at the receptor active site's coordinates. The molecular docking score uses a grid score functional (kcal mol−1), which shows results of 1NS: 79.56, TS1: −26.83, TS2: −87.77, and TS3: −83.67. The TS2 and TS3 candidates were chosen for further analysis because they had a lower grid score than the native ligand (1NS). Furthermore, prediction of binding free energy (kcal mol−1) using the Quantum Mechanics/generalized Born Surface Area (QM/MM-GBSA) method shows the results of 1NS: −31.52 ± 0.39, TS2: −58.99 ± 0.34, and TS3: −43.38 ± 0.35. These results indicate that the TS2 and TS3 compounds have good potential as inhibitors of the SIRT1 enzyme. Additionally, the amino acid residues were responsible for the inhibition mechanism through hydrogen bond interactions at the molecular level, including ASP22, PHE91, PRO11, ILE165, ASP166, and VAL230. The observations made in this study provide theoretical information for exploring the stilbenoid trimers as anticancer agents by targeting the SIRT1 enzyme. A combination of molecular docking and molecular dynamics simulation (250 ns) has been carried out to study the interaction of stilbenoid trimer compounds with the SIRT1 enzyme as the target protein.![]()
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Affiliation(s)
- Muhammad Ikhlas Abdjan
- Departement of Chemistry
- Faculty of Science and Technology
- Universitas Airlangga
- Surabaya 60115
- Indonesia
| | - Nanik Siti Aminah
- Departement of Chemistry
- Faculty of Science and Technology
- Universitas Airlangga
- Surabaya 60115
- Indonesia
| | - Imam Siswanto
- Departement of Chemistry
- Faculty of Science and Technology
- Universitas Airlangga
- Surabaya 60115
- Indonesia
| | - Alfinda Novi Kristanti
- Departement of Chemistry
- Faculty of Science and Technology
- Universitas Airlangga
- Surabaya 60115
- Indonesia
| | - Yoshiaki Takaya
- Faculty of Pharmacy
- Meijo University
- Nagoya
- Japan
- Adjunct Professor Department of Chemistry
| | - Muhammad Iqbal Choudhary
- H. E. J. Research Institute of Chemistry
- International Center for Chemical and Biological Sciences
- University of Karachi
- Karachi-75270
- Pakistan
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19
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In Silico Selection and In Vitro Evaluation of New Molecules That Inhibit the Adhesion of Streptococcus mutants through Antigen I/II. Int J Mol Sci 2020; 22:ijms22010377. [PMID: 33396525 PMCID: PMC7795114 DOI: 10.3390/ijms22010377] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 11/26/2020] [Accepted: 12/03/2020] [Indexed: 11/23/2022] Open
Abstract
Streptococcus mutans is the main early colonizing cariogenic bacteria because it recognizes salivary pellicle receptors. The Antigen I/II (Ag I/II) of S. mutans is among the most important adhesins in this process, and is involved in the adhesion to the tooth surface and the bacterial co-aggregation in the early stage of biofilm formation. However, this protein has not been used as a target in a virtual strategy search for inhibitors. Based on the predicted binding affinities, drug-like properties and toxicity, molecules were selected and evaluated for their ability to reduce S. mutans adhesion. A virtual screening of 883,551 molecules was conducted; cytotoxicity analysis on fibroblast cells, S. mutans adhesion studies, scanning electron microscopy analysis for bacterial integrity and molecular dynamics simulation were also performed. We found three molecules ZINC19835187 (ZI-187), ZINC19924939 (ZI-939) and ZINC19924906 (ZI-906) without cytotoxic activity, which inhibited about 90% the adhesion of S. mutans to polystyrene microplates. Molecular dynamic simulation by 300 nanoseconds showed stability of the interaction between ZI-187 and Ag I/II (PDB: 3IPK). This work provides new molecules that targets Ag I/II and have the capacity to inhibit in vitro the S. mutans adhesion on polystyrene microplates.
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20
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Çınaroğlu SS, Timuçin E. Comprehensive evaluation of the MM-GBSA method on bromodomain-inhibitor sets. Brief Bioinform 2019; 21:2112-2125. [DOI: 10.1093/bib/bbz143] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 10/01/2019] [Accepted: 10/17/2019] [Indexed: 12/11/2022] Open
Abstract
Abstract
MM-PB/GBSA methods represent a higher-level scoring theory than docking. This study reports an extensive testing of different MM-GBSA scoring schemes on two bromodomain (BRD) datasets. The first set is composed of 24 BRPF1 complexes, and the second one is a nonredundant set constructed from the PDBbind and composed of 28 diverse BRD complexes. A variety of MM-GBSA schemes were analyzed to evaluate the performance of four protocols with different numbers of minimization and MD steps, 10 different force fields and three different water models. Results showed that neither additional MD steps nor unfixing the receptor atoms improved scoring or ranking power. On the contrary, our results underscore the advantage of fixing receptor atoms or limiting the number of MD steps not only for a reduction in the computational costs but also for boosting the prediction accuracy. Among Amber force fields tested, ff14SB and its derivatives rather than ff94 or polarized force fields provided the most accurate scoring and ranking results. The TIP3P water model yielded the highest scoring and ranking power compared to the others. Posing power was further evaluated for the BRPF1 set. A slightly better posing power for the protocol which uses both minimization and MD steps with a fixed receptor than the one which uses only minimization with a fully flexible receptor-ligand system was observed. Overall, this study provides insights into the usage of the MM-GBSA methods for screening of BRD inhibitors, substantiating the benefits of shorter protocols and latest force fields and maintaining the crystal waters for accuracy.
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Affiliation(s)
| | - Emel Timuçin
- Department of Biostatistics and Medical Informatics, School of Medicine, Acıbadem Mehmet Ali Aydınlar University, İstanbul, 34752, Turkey
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21
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Long X, Zheng R, Liu M, Wu C, Bao J. Identification potential inhibitors against the Streptococcus quorum-sensing signal pathway. J Biomol Struct Dyn 2019; 38:2965-2975. [PMID: 31378148 DOI: 10.1080/07391102.2019.1651674] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Streptococcal infections are common in human and antibiotics are frequently prescribed in clinical practice. However, infections caused by drug-resistant strains are particularly difficult to treat using common antibiotics. Hence, there is an urgent need for new antibiotics. Quorum sensing is a regulatory mechanism involving cell communication that is thought to play an important role in various bacterial infections, including those caused by Streptococcus. The ATP-binding cassette transporter ComA of Streptococcus is essential for quorum-sensing signal production. The inhibition of the ComA peptidase domain (ComA PEP) suppresses the quorum-sensing pathway and resulting changes in phenotype and/or behavior. Using virtual screening and molecular dynamics simulations, two promising candidate compounds, ZINC32918029 and ZINC6751571, were found. These compounds had similar binding modes and interactions to the experimentally determined reference inhibitor 6CH. However, a significantly stronger negative binding energy was achieved (-113.501 ± 15.312 KJ/mol and -103.153 ± 11.912 KJ/mol for ZINC32918029 and ZINC6751571, respectively). Molecular dynamics simulations also revealed that ZINC32918029 and ZINC6751571 had a strong affinity for ComA PEP. These results indicate that ZINC32918029 and ZINC6751571 are promising candidate inhibitors of the Streptococcus quorum-sensing pathway.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Xin Long
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, Sichuan, P.R. China
| | - Ruxiao Zheng
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, Sichuan, P.R. China
| | - Meilin Liu
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, Sichuan, P.R. China
| | - Chuanfang Wu
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, Sichuan, P.R. China
| | - Jinku Bao
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, Sichuan, P.R. China.,State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China
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22
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Structural studies of Staphylococcus aureus Sortase inhibiton via Conus venom peptides. Arch Biochem Biophys 2019; 671:87-102. [DOI: 10.1016/j.abb.2019.06.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Revised: 06/09/2019] [Accepted: 06/11/2019] [Indexed: 12/13/2022]
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Scharnow AM, Solinski AE, Wuest WM. Targeting S. mutans biofilms: a perspective on preventing dental caries. MEDCHEMCOMM 2019; 10:1057-1067. [PMID: 31391878 PMCID: PMC6644389 DOI: 10.1039/c9md00015a] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 03/12/2019] [Indexed: 02/06/2023]
Abstract
The prevalence of biofilm diseases, and dental caries in particular, have encouraged extensive research on S. mutans biofilms, including methods of preventing its formation. Numerous small molecules with specific anti-biofilm activity against this pathogen have been isolated and synthesized. Generally, these molecules can be characterized into three categories: sucrose-dependent anti-adhesion, sucrose-independent anti-adhesion and cellular signaling interference. This review aims to provide an overview of the current small molecule strategies used for targeting S. mutans biofilms, and a perspective of the future for the field.
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Affiliation(s)
- Amber M Scharnow
- Emory University , Chemistry Department , 1515 Dickey Dr , Atlanta , GA 30322 , USA .
| | - Amy E Solinski
- Emory University , Chemistry Department , 1515 Dickey Dr , Atlanta , GA 30322 , USA .
| | - William M Wuest
- Emory University , Chemistry Department , 1515 Dickey Dr , Atlanta , GA 30322 , USA .
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24
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Allahyari H, Karami A, Tebyanian H, Nouri HR, Khodi S, Farnoosh G, Arab SS, Latifi AM. Applying<i> In Silico</i> Approaches for Designing a Chimeric InaV/N-DFPase Protein and Evaluating its Binding with Diisopropyl-Fluorophosphate. INTERNATIONAL LETTERS OF NATURAL SCIENCES 2019. [DOI: 10.18052/www.scipress.com/ilns.75.41] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The N-terminal domain of the ice-nucleation protein InaV (InaV-N) ofPseudomonas syringaewas applied to display the DFPase on the cell surface.In silicotechniques were used to generate a model in order to examine the possibility of DFPase exhibition on the cell surface. The secondary and tertiary structures of a chimeric protein were determined and then, the predicted model was subjected to several repeated cycles of stereochemical evaluation and energy minimization. The homology-modeled structure of the InaV/N-DFPase protein was docked to DFP. The optimizedinaV/N-dfpasegene was translated to 519 amino acids. The minimum free energy of the best-predicted secondary structures was formed by RNA molecules (-215.45 kcal/mol). SOPMA analysis results showed that the main helix peak corresponded to the anchor fragment. Validation of the 3D model indicated that 86.1% of amino acid residues were incorporated into the favored regions. The moldock score was 360.22 for DFP. Results of this study indicated that according toin silicoanalysis, all of these findings were effective in targeting DFPase.
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Affiliation(s)
- Hossein Allahyari
- Applied Biotechnology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Ali Karami
- Applied Biotechnology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | | | - Hamid Reza Nouri
- Cellular and Molecular Biology Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran
| | - Samaneh Khodi
- Applied Biotechnology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | | | | | - Ali Mohammad Latifi
- Applied Biotechnology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
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25
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Sadiq FA, Flint S, Sakandar HA, He G. Molecular regulation of adhesion and biofilm formation in high and low biofilm producers of Bacillus licheniformis using RNA-Seq. BIOFOULING 2019; 35:143-158. [PMID: 30884970 DOI: 10.1080/08927014.2019.1575960] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Revised: 01/14/2019] [Accepted: 01/22/2019] [Indexed: 06/09/2023]
Abstract
RNA sequencing was used to reveal transcriptional changes during the motile-to-sessile switch in high and low biofilm-forming dairy strains of B. licheniformis isolated from Chinese milk powders. A significant part of the whole gene content was affected during this transition in both strains. In terms of the Kyoto Encyclopedia of Genes and Genomes (KEGG) database, seven metabolic pathways were significantly downregulated in the planktonic state compared to the biofilm state in both strains. Lipid and sugar metabolism seemed to play an important role in matrix production. Several genes involved in adhesion, matrix production and the matrix coating were either absent or less expressed in the biofilm state of the low biofilm producer compared to the high biofilm producer. Genes related to sporulation and the production of extracellular polymeric substances were concomitantly expressed in the biofilm state of both strains. These comprehensive insights will be helpful for future research into mechanisms and targets.
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Affiliation(s)
- Faizan Ahmed Sadiq
- a School of Food Science and Technology , Jiangnan University , Wuxi , PR China
- b College of Biosystems Engineering and Food Science , Zhejiang University , Hangzhou , PR China
| | - Steve Flint
- c School of Food and Nutrition , Massey University , Private Bag 11 222 , Palmerston North , New Zealand
| | - Hafiz Arbab Sakandar
- a School of Food Science and Technology , Jiangnan University , Wuxi , PR China
- d Faculty of Biological Sciences , Quaid-i-Azam University , Islamabad , Pakistan
| | - GuoQing He
- b College of Biosystems Engineering and Food Science , Zhejiang University , Hangzhou , PR China
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26
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Identification of potential inhibitors of sortase A: Binding studies, in-silico docking and protein-protein interaction studies of sortase A from Enterococcus faecalis. Int J Biol Macromol 2018; 120:1906-1916. [PMID: 30268755 DOI: 10.1016/j.ijbiomac.2018.09.174] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Revised: 09/23/2018] [Accepted: 09/26/2018] [Indexed: 12/16/2022]
Abstract
Enterococcus faecalis (Ef) is a Gram positive multidrug resistant (MDR) bacterium contributing about 70% of total enterococcal infections. In Ef, a membrane anchored transpeptidase Sortase A plays a major role in biofilm formation. Therefore, it has been recognized as an ideal drug target against Ef. In this regard to identify the potential inhibitors of Ef Sortase A (EfSrtA∆59), we have cloned, expressed and purified EfSrtA∆59. We have also done the in-silico docking studies to identify lead molecules interacting with EfSrtA∆59. Furthermore, the binding studies of these identified lead molecules were performed with EfSrtA∆59 using fluorescence and CD spectroscopic studies. We also identified the interaction partner of EfSrtA∆59 using STRING. Protein-protein docking studies were also performed. Docking experiment revealed that benzylpenicillin, cefotaxime, pantoprazole and valsartan were bound to same site on the protein with similar interactions. Binding studies using fluorescence spectroscopic studies confirmed the binding of all the ligands to EfSrtA∆59, which was further validated by far and near-UV CD experiments. Thermo stability experiments validate the stability-activity trade-off hypothesis. Sequence based interaction studies identified that EfSrtA∆59 interact with the Ef_1091, Ef_1093 and Ef_2658 proteins. Homology model of Ef_1091 and Ef_1093 was docked with modeled EfSrtA∆59 and their interactions are also discussed.
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Song Y, He JZ, Wang RK, Ma JZ, Zou L. Effect of SrtA on Interspecies Adherence of Oral Bacteria. Curr Med Sci 2018; 38:160-166. [PMID: 30074166 DOI: 10.1007/s11596-018-1860-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Revised: 12/05/2017] [Indexed: 02/05/2023]
Abstract
This study aimed to study whether the Sortase A (srtA) gene helps mediate coaggregation and co-adherence between Streptococcus mutans (S. mutans) and other salivary bacteria. S. mutans UA159 and srtA-deficient mutant served as "bait" in classical co-aggregation assays and membrane-based co-adherence assays were used to examine interactions of S. mutans with Fusobacterium nucleatum (F. nucleatum), Streptococcus mitis (S. mitis), Streptococcus gordonii (S. gordonii), Streptococcus sanguis (S. sanguis), Actinomyces naeslundii (A. naeslundii) and Lactobacillus. Co-adherence assays were also performed using unfractionated saliva from healthy individuals. Co-adhering partners of S. mutans were sensitively detected using polymerase chain reaction-denaturing gradient gel electrophoresis (PCR-DGGE). Both UA159 and its srtA-deficient mutant bound to F. nucleatum but not to any of the other five salivary bacteria. The srtA-deficient mutant showed lower co-adherence with F.nucleatum. The two S. mutans strains also showed similar co-adherence profiles against unfractionated salivary bacteria, except that UA159 S. mutans but not the srtA-deficient bound to a Neisseria sp. under the same conditions. Deleting srtA reduces the ability of S. mutans to bind to F.nucleatum, but it does not appear to significantly affect the binding profile of S. mutans to bulk salivary bacteria.
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Affiliation(s)
- Ying Song
- State Key Laboratory of Oral Diseases, Sichuan University, Chengdu, 610041, China.,Department of Conservation Dentistry and Endodontics, Stomatological Hospital of Chongqing Medical University, Chongqing, 401147, China
| | - Jin-Zhi He
- State Key Laboratory of Oral Diseases, Sichuan University, Chengdu, 610041, China.,Department of Conservation Dentistry and Endodontics, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China
| | - Ren-Ke Wang
- State Key Laboratory of Oral Diseases, Sichuan University, Chengdu, 610041, China.,Department of Conservation Dentistry and Endodontics, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China
| | - Jing-Zhi Ma
- Department of Stomatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
| | - Ling Zou
- State Key Laboratory of Oral Diseases, Sichuan University, Chengdu, 610041, China. .,Department of Conservation Dentistry and Endodontics, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China.
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