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Jayaraj JM, Muthusamy K. Role of deleterious nsSNPs of klotho protein and their drug response: a computational mechanical insights. J Biomol Struct Dyn 2024; 42:2886-2896. [PMID: 37216366 DOI: 10.1080/07391102.2023.2214230] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 04/23/2023] [Indexed: 05/24/2023]
Abstract
Worldwide, the burden of chronic kidney disease (CKD) has increased rapidly and is a lethal disease. The klotho protein plays a vital role in the regulatory mechanism in the progression of CKD. Particularly the decreased expression of klothoand its genetic variations might affect the potency of drugs. This study aims to identify a new drug molecule, which works equipotential in all types of klotholike wild and mutant variants. All non-synonymous SNPs were predicted by several SNP tools. Where, two missense variants were examined as vulnerable, significantly damaging, and also involved in the structural conformational changes of the protein. Based on structure-based screening, E-pharmacophore screening, binding mode analysis, binding free energy analysis, QM/MM, and molecular dynamics analysis a lead compound (Lifechemical_F2493-2038) was identified as an effective agonistic molecule hence the identified Lifechemical_F2493-2038 compound is well bound to the wild and mutant proteins which found to increase the expression of klotho.Communicated by Ramaswamy H. Sarma.
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Amini R, Moradi S, Najafi R, Mazdeh M, Taherkhani A. BACE1 Inhibition Utilizing Organic Compounds Holds Promise as a Potential Treatment for Alzheimer's and Parkinson's Diseases. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2024; 2024:6654606. [PMID: 38425997 PMCID: PMC10904208 DOI: 10.1155/2024/6654606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 08/14/2023] [Accepted: 11/08/2023] [Indexed: 03/02/2024]
Abstract
Background Neurological disorders like Alzheimer's disease (AD) and Parkinson's disease (PD) manifest through gradually deteriorating cognitive functions. An encouraging strategy for addressing these disorders involves the inhibition of precursor-cleaving enzyme 1 (BACE1). Objectives In the current research, a virtual screening technique was employed to identify potential BACE1 inhibitors among selected herbal isolates. Methods This study evaluated 79 flavonoids, anthraquinones (AQs), and cinnamic acid derivatives for their potential blood-brain barrier (BBB) permeability. Using the AutoDock 4.0 tool, molecular docking analysis was conducted to determine the binding affinity of BBB permeable compounds to the BACE1 active site. Molecular dynamics (MD) simulations were performed to assess the stability of the docked poses of the most potent inhibitors. The interactions between the most effective plant-based inhibitors and the residues within the BACE1 catalytic site were examined before and after MD simulations. Results Ponciretin, danthron, chrysophanol, and N-p-coumaroyltyramine were among the highest-ranking BACE1 inhibitors, with inhibition constant values calculated in the nanomolar range. Furthermore, during 10 ns simulations, the docked poses of these ligands were observed to be stable. Conclusion The findings propose that ponciretin, danthron, chrysophanol, and N-p-coumaroyltyramine might serve as potential choices for the treatment of AD and PD, laying the groundwork for the creation of innovative BACE1 inhibitors.
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Affiliation(s)
- Razieh Amini
- Research Center for Molecular Medicine, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Shadi Moradi
- Department of Medical Immunology, School of Medicine, Hamadan University of Medical Science, Hamadan, Iran
| | - Rezvan Najafi
- Research Center for Molecular Medicine, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Mehrdokht Mazdeh
- Hearing Disorders Research Cerner, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Amir Taherkhani
- Research Center for Molecular Medicine, Hamadan University of Medical Sciences, Hamadan, Iran
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Alagarsamy V, Shyam Sundar P, Raja Solomon V, Narendhar B, Sulthana MT, Rohitha K, Dhanwar S, Dharshini Aishwarya A, Murugesan S. Pharmacophore modelling-based drug repurposing approaches for monkeypox therapeutics. J Biomol Struct Dyn 2023; 41:10678-10689. [PMID: 36905675 DOI: 10.1080/07391102.2023.2188428] [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: 09/27/2022] [Accepted: 12/05/2022] [Indexed: 03/13/2023]
Abstract
Monkeypox is a zoonotic viral disease that mainly affects tropical rainforest regions of central and west Africa, with sporadic exportations to other places. Since there is no cure, treating monkeypox with an antiviral drug developed for smallpox is currently acceptable. Our study mainly focused on finding new therapeutics to target monkeypox from existing compounds or medications. It is a successful method for discovering or developing medicinal compounds with novel pharmacological or therapeutic applications. In this study, homology modelling developed the Monkeypox VarTMPK (IMNR) structure. Ligand-based pharmacophore was generated using the best docking pose of standard ticovirimat. Further, molecular docking analysis showed compounds, tetrahydroxycurcumin, procyanidin, rutin, vicenin-2, kaempferol 3-(6''-malonylglucoside) were the top five binding energy compounds against VarTMPK (1MNR). Furthermore, we carried out MD simulations for 100 ns for the six compounds, including reference based on the binding energies and interactions. MD studies revealed that as ticovirimat interacted with residues Lys17, Ser18, and Arg45, all the above five compounds interacted with the same amino acids at the active site during docking and simulation studies. Among all the compounds, ZINC4649679 (Tetrahydroxycurcumin) was shown to have the highest binding energy -9.7 kcal/mol and also observed stable protein-ligand complex during MD studies. ADMET profile estimation showed that the docked phytochemicals were safe. However, further biological assessment through a wet lab is essential to measure the efficacy and safety of the compounds.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- V Alagarsamy
- Medicinal Chemistry Research Laboratory, MNR College of Pharmacy, Sangareddy, Hyderabad, India
| | - P Shyam Sundar
- Medicinal Chemistry Research Laboratory, MNR College of Pharmacy, Sangareddy, Hyderabad, India
| | - V Raja Solomon
- Medicinal Chemistry Research Laboratory, MNR College of Pharmacy, Sangareddy, Hyderabad, India
| | - B Narendhar
- Medicinal Chemistry Research Laboratory, MNR College of Pharmacy, Sangareddy, Hyderabad, India
| | - M T Sulthana
- Medicinal Chemistry Research Laboratory, MNR College of Pharmacy, Sangareddy, Hyderabad, India
| | - Kotha Rohitha
- Medicinal Chemistry Research Laboratory, MNR College of Pharmacy, Sangareddy, Hyderabad, India
| | - Sangeeta Dhanwar
- Medicinal Chemistry Research Laboratory, MNR College of Pharmacy, Sangareddy, Hyderabad, India
| | - A Dharshini Aishwarya
- Medicinal Chemistry Research Laboratory, MNR College of Pharmacy, Sangareddy, Hyderabad, India
| | - S Murugesan
- Department of Pharmacy, BITS, Pilani, Pilani, Rajasthan, India
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Oyedele AQK, Adelusi TI, Ogunlana AT, Ayoola MA, Adeyemi RO, Babalola MO, Ayorinde JB, Isong JA, Ajasa TO, Boyenle ID. Promising disruptors of p53-MDM2 dimerization from some medicinal plant phytochemicals: a molecular modeling study. J Biomol Struct Dyn 2023; 41:5817-5826. [PMID: 35822492 DOI: 10.1080/07391102.2022.2097313] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 06/28/2022] [Indexed: 01/18/2023]
Abstract
Cancer is a major global health issue that has a high mortality rate. p53, which functions as a tumor suppressor, is critical in preventing tumor development by regulating the cell cycle and inducing apoptosis in damaged cells. However, the tumor suppressor function of p53 is effectively inhibited by its direct interaction with the hydrophobic cleft of MDM2 protein via multiple mechanisms As a result, restoring p53 activity by blocking the p53-MDM2 protein-protein interaction has been proposed as a compelling therapeutic strategy for cancer treatment. The use of molecular docking and phytochemical screening procedures are appraised to inhibit MDM2's hydrophobic cleft and disrupt the p53-MDM2 interaction. For this purpose, a library of 51 bioactive compounds from 10 medicinal plants was compiled and subjected to structure-based virtual screening. Out of these, only 3 compounds (Atalantoflavone, Cudraxanthone 1, and Ursolic acid) emerged as promising inhibitors of MDM2-p53 based on their binding affinities (-9.1 kcal/mol, -8.8 kcal/mol, and -8.8 kcal/mol respectively) when compared to the standard (-8.8 kcal/mol). Moreover, these compounds showed better pharmacokinetic and drug-like profiling than the standard inhibitor (Chromonotriazolopyrimidine 1). Finally, the 100 ns MD simulation analysis confirmed no significant perturbation in the conformational dynamics of the simulated binary complexes when compared to the standard. In particular, Ursolic acid was found to satisfy the molecular enumeration the most compared to the other inhibitors. Our overall molecular modeling finding shows why these compounds may emerge as potent arsenals for cancer therapeutics. Nonetheless, extensive experimental and clinical research is needed to augment their use in clinics.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Abdul-Quddus Kehinde Oyedele
- Computational Biology, Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomosho, Nigeria
- Department of Biochemistry and Nutrition, Nigerian Institute of Medical Research (NIMR), Lagos, Nigeria
| | - Temitope Isaac Adelusi
- Computational Biology, Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomosho, Nigeria
| | - Abdeen Tunde Ogunlana
- Computational Biology, Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomosho, Nigeria
| | - Mojeed Ashiru Ayoola
- Department of Chemical Sciences, Biochemistry Unit, College of Natural and Applied Science, Fountain University, Osogbo, Nigeria
| | - Rofiat Oluwabusola Adeyemi
- Computational Biology, Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomosho, Nigeria
| | | | - James Babatunde Ayorinde
- Department of Biochemistry and Nutrition, Nigerian Institute of Medical Research (NIMR), Lagos, Nigeria
| | - Josiah Ayoola Isong
- Department of Biochemistry and Nutrition, Nigerian Institute of Medical Research (NIMR), Lagos, Nigeria
| | - Toheeb Olakunle Ajasa
- Computational Biology, Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomosho, Nigeria
| | - Ibrahim Damilare Boyenle
- Computational Biology, Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomosho, Nigeria
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Malekipour MH, Shirani F, Moradi S, Taherkhani A. Cinnamic acid derivatives as potential matrix metalloproteinase-9 inhibitors: molecular docking and dynamics simulations. Genomics Inform 2023; 21:e9. [PMID: 37037467 PMCID: PMC10085732 DOI: 10.5808/gi.22077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 01/12/2023] [Indexed: 04/03/2023] Open
Abstract
Matrix metalloproteinase-9 (MMP-9) is a zinc and calcium-dependent proteolytic enzyme involved in extracellular matrix degradation. Overexpression of MMP-9 has been confirmed in several disorders, including cancers, Alzheimer′s disease, autoimmune diseases, cardiovascular diseases, and dental caries. Therefore, MMP-9 inhibition is recommended as a therapeutic strategy for combating various diseases. Cinnamic acid derivatives have shown therapeutic effects in different cancers, Alzheimer′s disease, cardiovascular diseases, and dental caries. A computational drug discovery approach was performed to evaluate the binding affinity of selected cinnamic acid derivatives to the MMP-9 active site. The stability of docked poses for top-ranked compounds was also examined. Twelve herbal cinnamic acid derivatives were tested for possible MMP-9 inhibition using the AutoDock 4.0 tool. The stability of the docked poses for the most potent MMP-9 inhibitors was assessed by molecular dynamics (MD) in 10 nanosecond simulations. Interactions between the best MMP-9 inhibitors in this study and residues incorporated in the MMP-9 active site were studied before and after MD simulations. Cynarin, chlorogenic acid, and rosmarinic acid revealed a considerable binding affinity to the MMP-9 catalytic domain (ΔGbinding < -10 kcal/mol). The inhibition constant value for cynarin and chlorogenic acid were calculated at the picomolar scale and assigned as the most potent MMP-9 inhibitor from the cinnamic acid derivatives. The root-mean-square deviations for cynarin and chlorogenic acid were below 2 Å in the 10 ns simulation. Cynarin, chlorogenic acid, and rosmarinic acid might be considered drug candidates for MMP-9 inhibition.
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Affiliation(s)
- Mohammad Hossein Malekipour
- Dental Students Research Center, School of Dentistry, Isfahan University of Medical Sciences, Isfahan 8174673461, Iran
| | - Farzaneh Shirani
- Dental Research Center, Dental Research Institute, Department of Operative Dentistry, School of Dentistry, Isfahan University of Medical Sciences, Isfahan 8174673461, Iran
| | - Shadi Moradi
- Department of Medical Immunology, School of Medicine, Hamadan University of Medical Science, Hamadan 6517838678, Iran
| | - Amir Taherkhani
- Research Center for Molecular Medicine, Hamadan University of Medical Sciences, Hamadan 6517838678, Iran
- Corresponding author E-mail:
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Kandasamy S, Selvaraj M, Muthusamy K, Varadaraju N, Kannupal S, Sekar AK, Vilwanathan R. Structural exploration of common pharmacophore based berberine derivatives as novel histone deacetylase inhibitor targeting HDACs enzymes. J Biomol Struct Dyn 2023; 41:1690-1703. [PMID: 34994284 DOI: 10.1080/07391102.2021.2024254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Histone deacetylase (HDAC) inhibitors, are new class of cancer chemotherapeutics used in clinical development. It plays a pivotal role in restoring the acetylation balance and lysine residual deacetylation in histone and non-histone proteins. Notably, HDAC inhibitors have been approved by FDA to treat different malignancies. Recently, we demonstrated berberine as pan inhibitor for HDAC. However, isoform specific inhibition of HDAC enzyme is highly warranted. Therefore, a pharmacophore based structural exploration of berberine is in need to be developed, berberine is composed of four portions namely: a) zinc binding group (ZBG), b) Linker (scaffold), c) connect unit (CU), and d) surface recognition moiety (SRM). We derived four berberine derivatives based on common HDAC inhibition pharmacophore, compound 4 possesses highest bit score by molecular docking and compound stability by HOMOs-LUMOs analysis. It is concluded that, structurally modified berberine derivatives shown better inhibition of HDAC enzymes offering improved clinical efficacy.
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Affiliation(s)
- Saravanan Kandasamy
- Department of Biochemistry, School of Life Sciences, Bharathidasan University, Tiruchirappalli, Tamil Nadu, India
| | - Manikandan Selvaraj
- Department of Bioinformatics, Alagappa University, Karaikudi, Tamil Nadu, India
| | | | - Naveena Varadaraju
- Department of Biochemistry, School of Life Sciences, Bharathidasan University, Tiruchirappalli, Tamil Nadu, India
| | - Srinivasan Kannupal
- School of Chemistry, Bharathidasan University, Tiruchirappalli, Tamil Nadu, India
| | - Ashok Kumar Sekar
- Centre for Biotechnology, Anna University, Chennai, Tamil Nadu, India
| | - Ravikumar Vilwanathan
- Department of Biochemistry, School of Life Sciences, Bharathidasan University, Tiruchirappalli, Tamil Nadu, India
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John Marshal J, Kuriakose BB, Alhazmi AH, Muthusamy K. Mechanistic insights into the role of vitamin D and computational identification of potential lead compounds for Parkinson's disease. J Cell Biochem 2023; 124:434-445. [PMID: 36780350 DOI: 10.1002/jcb.30379] [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: 11/25/2022] [Revised: 01/19/2023] [Accepted: 01/24/2023] [Indexed: 02/14/2023]
Abstract
Parkinson's disease (PD) is the second most common neurodegenerative disorder that affects dopaminergic neurons in the midbrain. A recent study suggests that Orphan Nuclear Receptor 1 (NURR1) impairment may contribute to PD pathogenesis. Our study found three potent agonists for NURR1 protein based on structural and ligand-based screening methods. The pharmacophore is comprised of a hydrogen bond donor, a hydrophobic group, and two aromatic rings (DHRR). The Pharmacophore screening method screened 3142 compounds, of which 3 were screened using structure-based screening. An analysis of the molecules using Molecular Mechanics-Generalized Born Surface Area (binding free energy) revealed a range of -46.77 to -59.06 Kcal/mol. After that, chemical reactivity was investigated by density functional theory, and molecular dynamics simulation was performed (protein-ligand stability). Based on the computational studies, Lifechemical_16901310, Maybridge_2815310, and NPACT_392450 are promising agonists with respect to NURR1. To confirm the potency of the identified compounds, further validation and experiments must be conducted.
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Affiliation(s)
| | - Beena Briget Kuriakose
- Department of Basic Medical Sciences, College of Applied Medical Sciences, King Khalid University, Abha, Saudi Arabia
| | - Amani Hamed Alhazmi
- Department of Public Health, College of Applied Medical Sciences, King Khalid University, Abha, Saudi Arabia
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Mosquera-Yuqui F, Lopez-Guerra N, Moncayo-Palacio EA. Targeting the 3CLpro and RdRp of SARS-CoV-2 with phytochemicals from medicinal plants of the Andean Region: molecular docking and molecular dynamics simulations. J Biomol Struct Dyn 2022; 40:2010-2023. [PMID: 33084512 PMCID: PMC7657401 DOI: 10.1080/07391102.2020.1835716] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 10/05/2020] [Indexed: 02/08/2023]
Abstract
Given the highly contagious nature of SARS-CoV-2, it has resulted in an unprecedented number of COVID-19 infected and dead people worldwide. Since there is currently no vaccine available in the market, the identification of potential drugs is urgently needed to control the pandemic. In this study, 92 phytochemicals from medicinal plants growing in the Andean region were screened against SARS-CoV-2 3 C-like protease (3CLpro) and RNA-dependent RNA polymerase (RdRp) in their active sites through molecular docking. The cutoff values were set from the lowest docking scores of the FDA-approved drugs that are being used to treat COVID-19 patients (remdesivir, lopinavir, and ritonavir). Compounds with docking scores that were lower than cutoff values were validated by molecular dynamics simulation with GROMACS, using root mean square deviation (RMSD), root mean square fluctuation (RMSF), radius of gyration (Rg), and intermolecular hydrogen bonds (H-bonds). Furthermore, binding free energies were estimated using the MM-PBSA method, and ADMET profiles of potential inhibitors were assessed. Computational analyses revealed that the interaction with hesperidin (theoretical binding energies, ΔGbind = -15.18 kcal/mol to 3CLpro and ΔGbind = -9.46 kcal/mol to RdRp) remained stable in both enzymes, unveiling its remarkable potential as a possible multitarget antiviral agent to treat COVID-19. Importantly, lupinifolin with an estimated binding affinity to 3CLpro higher than hesperidin (ΔGbind = -20.93 kcal/mol) is also a potential inhibitor of the 3CLpro. These two compounds displayed suitable pharmacological and structural properties to be drug candidates, demonstrating to be worthy of further research.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Francisco Mosquera-Yuqui
- Departamento de Ciencias de La Vida y La Agricultura, Universidad de Las Fuerzas Armadas-ESPE, Sangolquí, Ecuador
- Grupo de Investigación y Desarrollo de la Biotecnología BioSin-Biociencias, Quito, Ecuador
| | - Nicolas Lopez-Guerra
- Grupo de Investigación y Desarrollo de la Biotecnología BioSin-Biociencias, Quito, Ecuador
- Oklahoma State University, Stillwater, OK, USA
| | - Eduardo A. Moncayo-Palacio
- Grupo de Investigación y Desarrollo de la Biotecnología BioSin-Biociencias, Quito, Ecuador
- Departamento de Química y Ciencias Exactas, Universidad Técnica Particular de Loja, Loja, Ecuador
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Omoboyowa DA, Balogun TA, Saibu OA, Chukwudozie OS, Alausa A, Olubode SO, Aborode AT, Batiha GE, Bodun DS, Musa SO. Structure-based discovery of selective CYP 17A 1 inhibitors for Castration-resistant prostate cancer treatment. Biol Methods Protoc 2022; 7:bpab026. [PMID: 35146123 PMCID: PMC8824735 DOI: 10.1093/biomethods/bpab026] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 12/11/2021] [Accepted: 12/22/2021] [Indexed: 11/12/2022] Open
Abstract
Prostate cancer (PCa) is the most common malignancy found in men and the second leading cause of cancer-related death worldwide. Castration-resistant PCa (CRPC) is defined by PCa cells that stop responding to hormone therapy. Cytochrome P450 17α-hydroxylase/17,20-lyase (CYP17A1) plays a critical role in the biosynthesis of androgens in humans. Androgen signaling cascade is a principal survival pathway for PCa cells and androgen-deprivation therapy (ADT) remains the key treatment for patients marked with locally advanced and metastatic PCa cells. Available synthetic drugs have been reported for toxicity, drug resistance, and decreasing efficacy. Thus, the design of novel selective inhibitors of CYP17A1 lyase would help circumvent associated side effects and improve pharmacological activities. Therefore, we employed structural bioinformatics techniques via molecular docking; molecular mechanics generalized born surface area (MM-GBSA), molecular dynamics (MD) simulation, and pharmacokinetic study to identify putative CYP17A1 lyase inhibitors. The results of the computational investigation showed that the Prunus dulcis compounds exhibited higher binding energy than the clinically approved abiraterone acetate. The stability of the ligand with the highest binding affinity (quercetin-3-o-rutinoside) was observed during MD simulation for 10 ns. Quercetin-3-o-rutinoside was observed to be stable within the active site of CYP17A1Lyase throughout the simulation period. The result of the pharmacokinetic study revealed that these compounds are promising therapeutic agents. Collectively, this study proposed that bioactive compounds from P. dulcis may be potential selective inhibitors of CYP17A1Lyase in CRPC treatments.
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Affiliation(s)
| | - Toheeb A Balogun
- Department of Biochemistry, Adekunle Ajasin University, Akungba-Akoko, Nigeria
| | - Oluwatosin A Saibu
- Department of Environmental Toxicology, University of Duisburg-Essen, North Rhine-Westphalia, Germany
| | - Onyeka S Chukwudozie
- Division of Biological Science, University of California San Diego, CA 92161, USA
| | - Abdullahi Alausa
- Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Samuel O Olubode
- Department of Biochemistry, Adekunle Ajasin University, Akungba-Akoko, Nigeria
| | | | - Gaber E Batiha
- Department of Pharmacology and Toxicology, Faculty of Veterinary Medicine, Damanhour University, Damanhour City, Egypt
| | - Damilola S Bodun
- Department of Biochemistry, Adekunle Ajasin University, Akungba-Akoko, Nigeria
| | - Sekinat O Musa
- Department of Biochemistry, Adekunle Ajasin University, Akungba-Akoko, Nigeria
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Sellami A, Réau M, Montes M, Lagarde N. Review of in silico studies dedicated to the nuclear receptor family: Therapeutic prospects and toxicological concerns. Front Endocrinol (Lausanne) 2022; 13:986016. [PMID: 36176461 PMCID: PMC9513233 DOI: 10.3389/fendo.2022.986016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 08/08/2022] [Indexed: 11/13/2022] Open
Abstract
Being in the center of both therapeutic and toxicological concerns, NRs are widely studied for drug discovery application but also to unravel the potential toxicity of environmental compounds such as pesticides, cosmetics or additives. High throughput screening campaigns (HTS) are largely used to detect compounds able to interact with this protein family for both therapeutic and toxicological purposes. These methods lead to a large amount of data requiring the use of computational approaches for a robust and correct analysis and interpretation. The output data can be used to build predictive models to forecast the behavior of new chemicals based on their in vitro activities. This atrticle is a review of the studies published in the last decade and dedicated to NR ligands in silico prediction for both therapeutic and toxicological purposes. Over 100 articles concerning 14 NR subfamilies were carefully read and analyzed in order to retrieve the most commonly used computational methods to develop predictive models, to retrieve the databases deployed in the model building process and to pinpoint some of the limitations they faced.
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Adelusi TI, Oyedele AQK, Monday OE, Boyenle ID, Idris MO, Ogunlana AT, Ayoola AM, Fatoki JO, Kolawole OE, David KB, Olayemi AA. Dietary polyphenols mitigate SARS-CoV-2 main protease (Mpro) - Molecular Dynamics, Molecular Mechanics, and Density Functional Theory Investigations. J Mol Struct 2021; 1250:131879. [PMID: 34785822 PMCID: PMC8581770 DOI: 10.1016/j.molstruc.2021.131879] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Revised: 10/31/2021] [Accepted: 11/03/2021] [Indexed: 01/08/2023]
Abstract
The recent evolution of the SARS-like Coronavirus has ravaged the world. The deadly virus has claimed over millions of lives across the world and hence highlights the need to develop effective therapeutic drugs to contain the disease posed by this parasite. In this study, the inhibitory potential of fifty (50) dietary polyphenols against Coronavirus (SARS-CoV-2) main protease (Mpro) was conducted using the Autodock Vina Molecular docking tool. In the virtual screening process, the binding affinity of Remdesivir (-7.7 kcal/mol) currently used to treat COVID-19 patients was set as the cut-off value to screen out less probable inhibitors. Ellagic acid, Kievitone, and Punicalin were the only promising ligands with binding affinities (-8.9 kcal/mol, -8.0 kcal/mol and -7.9 kcal/mol respectively) lower than the set cut-off value. Furthermore, we validated Ellagic acid and Kievitone efficacy by subjecting them to molecular dynamics simulation and further stability was assessed at the molecular mechanics and quantum levels. The overall analysis indicates both compounds demonstrate higher stability and inhibitory potential to bind to the crucial His41 and Cys145 catalytic dyad of Mpro than the standard drug. However, further analysis of punicalin after evaluating its docking score was not conducted as the ligand pharmacokinetics properties suggests it could pose serious adverse effect to the health of participants in clinical trials. Hence, we employed a more safe approach by filtering out the compound during this study. Conclusively, while Ellagic acid and kievitone polyphenolic compounds have been demonstrated to be promising under this in silico research, further studies are needed to substantiate their clinical relevance.
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Key Words
- : Mpro, Main protease
- ADMET, Absorption, Distribution, Metabolism, Excretion, and Toxicity
- GROMACS, GROningen MAchine for Chemical Simulations
- HOMO, Highest Occupied Molecular Orbital
- LUMO, Lowest Unoccupied Molecular Orbital
- MM-PBSA, Molecular Mechanics Poisson–Boltzmann Surface Area
- Molecular docking
- Molecular dynamics
- Molecular mechanics
- ORF, Open Reading Frame
- Quantum Mechanics
- SARS-COV2 Mpro inhibitors
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Affiliation(s)
- Temitope Isaac Adelusi
- Computational biology/Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomosho, Nigeria
| | - Abdul-Quddus Kehinde Oyedele
- Computational biology/Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomosho, Nigeria
| | - Ojo Emmanuel Monday
- Computational biology/Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomosho, Nigeria
| | - Ibrahim Damilare Boyenle
- Computational biology/Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomosho, Nigeria
| | | | - Abdeen Tunde Ogunlana
- Computational biology/Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomosho, Nigeria
| | - Ashiru Mojeed Ayoola
- Department of Chemical Sciences, Biochemistry Unit, College of natural and applied science, Fountain University
| | - John Olabode Fatoki
- Department of Medical Biochemistry, Faculty of Basic Medical Sciences, College of Health Sciences, Osun State University, Osogbo, Nigeria
| | - Oladipo Elijah Kolawole
- Department of Microbiology, Laboratory of Molecular Biology, Immunology and Bioinformatics, Adeleke University, Ede, Osun State, Nigeria
| | - Kehinde Busuyi David
- Department of Nursing, Faculty of Medical Science, Littoral University, Porto Novo, Benin Republic
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Jayaraj JM, Kuriakose BB, Alhazmi AH, Muthusamy K. Structural and functional insights on vitamin D receptor and CYP24A1 deleterious single nucleotide polymorphisms: A computational and pharmacogenomics perpetual approach. Cell Biochem Funct 2021; 39:874-885. [PMID: 34231237 DOI: 10.1002/cbf.3658] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 06/17/2021] [Accepted: 06/24/2021] [Indexed: 11/09/2022]
Abstract
The development of chronic kidney disease (CKD) drugs remains a challenge due to the variations in the genes. The vitamin D receptor (VDR) and Cytochrome 24A1 (CYP24A1) genetic variants might affect the drug potency, efficacy and pathway. Here we have to analyse and determine the deleterious single-nucleotide polymorphisms (nsSNPs) of VDR and CYP24A1 genes and their different population's drug responses in different populations to understand the key role in CKD. Among that the large scale of nsSNP, we used certain computational tools that predicted six missense variants are observed to be significantly damaging effect and SNP variability with large differences in various populations. Molecular docking studies were carried out by clinical and our screened compounds to VDR and CYP24A1. Docking results revealed all the compounds have a good binding affinity (Score). The screened compounds (TCM_2868 and UNPD_141613) show good binding affinity when compared to known compounds. The QM/MM study revealed that the compounds have electron transfer ability and act as a donor/acceptor to mutated proteins. The structural and conformational changes of protein complexes were analysed by molecular dynamics study. Hence, this study helps to identify suitable drugs through drug discovery in CKD treatment. The abovementioned compounds have more binding affinity, efficacy, and potency of both wild and mutant of VDR and CYP24A1.
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Affiliation(s)
| | - Beena Briget Kuriakose
- Department of Basic Medical Sciences, College of Applied Medical Sciences, King Khalid University, Khamis Mushayt, Saudi Arabia
| | - Amani Hamad Alhazmi
- Department of Public Health, College of Applied Medical Sciences, King Khalid University, Khamis Mushayt, Saudi Arabia
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13
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Taherkhani A, Moradkhani S, Orangi A, Jalalvand A, Khamverdi Z. Molecular docking study of flavonoid compounds for possible matrix metalloproteinase-13 inhibition. J Basic Clin Physiol Pharmacol 2020; 32:1105-1119. [PMID: 34898135 DOI: 10.1515/jbcpp-2020-0036] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 09/10/2020] [Indexed: 06/14/2023]
Abstract
OBJECTIVES Matrix metalloproteinase-13 (MMP-13) has been reported to be involved in different biological processes such as degradation of extracellular matrix proteins, activating or degrading some significant regulatory proteins, wound healing, tissue remodeling, cartilage degradation, bone development, bone mineralization, ossification, cell migration, and tumor cell invasion. Further, MMP-13 participates in many oral diseases such as tooth decay, gingivitis, and degradation of enamel and tissue around the implant. In addition, inhibition of MMP-13 has shown therapeutic properties for Alzheimer's disease (AD). We performed molecular docking to assess the binding affinity of 29 flavonoid compounds with the MMP-13. Additionally, pharmacokinetic and toxicity characteristics of the top-ranked flavonoids were studied. The current study also intended to identify the most important amino acids involved in the inhibition of MMP-13 based on topological feature (degree) in the ligand-amino acid network for MMP-13. METHODS Molecular docking and network analysis were studied using AutoDock and Cytoscape software, respectively. Pharmacokinetic and toxicity characteristics of compounds were predicted using bioinformatics web tools. RESULTS The results revealed that nine of the studied flavonoids had considerable estimated free energy of binding and inhibition constant: Rutin, nicotiflorin, orientin, vitexin, apigenin-7-glucoside, quercitrin, isoquercitrin, quercitrin-3-rhamnoside, and vicenin-2. Proline-242 was found to be the most important amino acid inhibiting the enzyme. CONCLUSIONS The results of the current study may be helpful in the prevention and therapeutic procedures of many disorders such as cancer, tooth caries, and AD. Nevertheless, validation tests are required in the future.
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Affiliation(s)
- Amir Taherkhani
- Research Center for Molecular Medicine, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Shirin Moradkhani
- Department of Pharmacognosy, School of Pharmacy, Medicinal Plants and Natural Product Research Center, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Athena Orangi
- Department of Restorative Dentistry, Dental Research Center, Dental School, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Alireza Jalalvand
- Department of Influenza and other respiratory viruses, Pasteur Institute of Iran, Tehran, Iran
| | - Zahra Khamverdi
- Department of Restorative Dentistry, Dental Research Center, Dental School, Hamadan University of Medical Sciences, Hamadan, Iran
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Hassan M, Zahid S, Shahzadi S, Malik E, Zaib S, Iqbal J, Shamim S, Malik A. Mechanistic insight of DACH1 receptor in the development of carcinoma insurgence through MD simulation studies. J Biomol Struct Dyn 2020; 40:742-751. [PMID: 32924784 DOI: 10.1080/07391102.2020.1818624] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Proteins are key player in the prognosis and therapeutics of carcinomas through the interactions of downstream signalling cascades. Current work insight the structural and mutational analysis of DACH1 in association with carcinogenesis. The homology modelling was employed to predict mutant and wild protein models and their reliability and accuracy was verified through multiple online approaches. Furthermore, MD simulation technique was employed to check the mutation effects on the stability of DACH1 through root mean square deviation and fluctuation graphs. Our results proposed that DACH1 mutation (C188Y) may cause lethal effects and can disturb the DACH1 structure. The observed mutational results showed that C188Y may cause some lethal effect in human body. Based on aforementioned computational assessments, it has concluded that DACH1 could be used as good therapeutic target in the prognosis and therapeutic of carcinoma insurgence.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Mubashir Hassan
- Institute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan
| | - Sara Zahid
- Institute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan
| | - Saba Shahzadi
- Institute of Molecular Sciences and Bioinformatics, Lahore, Pakistan
| | - Erum Malik
- College of Medicine and Health, University of Exeter, Exeter, UK
| | - Sumera Zaib
- Centre for Advanced Drug Research, COMSATS University Islamabad, Abbottabad, Pakistan.,Department of Biochemistry, Faculty of Life Sciences, University of Central Punjab, Lahore, Pakistan
| | - Jamshed Iqbal
- Centre for Advanced Drug Research, COMSATS University Islamabad, Abbottabad, Pakistan
| | - Saba Shamim
- Institute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan
| | - Arif Malik
- Institute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan
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