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Zhou J, Yuan Z, Yang R, Liu T, Lu X, Huang W, Guo L. Coaggregated E. faecalis with F. nucleatum regulated environmental stress responses and inflammatory effects. Appl Microbiol Biotechnol 2024; 108:336. [PMID: 38761182 PMCID: PMC11102388 DOI: 10.1007/s00253-024-13172-9] [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: 01/10/2024] [Revised: 04/23/2024] [Accepted: 05/04/2024] [Indexed: 05/20/2024]
Abstract
To investigate the cell-cell interactions of intergeneric bacterial species, the study detected the survival of Enterococcus faecalis (Ef) under monospecies or coaggregation state with Fusobacterium nucleatum subsp. polymorphum (Fnp) in environmental stress. Ef and Fnp infected the human macrophages with different forms (Ef and Fnp monospecies, Ef-Fnp coaggregates, Ef + Fnp cocultures) for exploring the immunoregulatory effects and the relevant molecular mechanisms. Meanwhile, the transcriptomic profiles of coaggregated Ef and Fnp were analyzed. Ef was shown to coaggregate with Fnp strongly in CAB within 90 min by forming multiplexes clumps. Coaggregation with Fnp reinforced Ef resistance against unfavorable conditions including alkaline, hypertonic, nutrient-starvation, and antibiotic challenges. Compared with monospecies and coculture species, the coaggregation of Ef and Fnp significantly facilitates both species to invade dTHP-1 cells and aid Ef to survive within the cells. Compared with coculture species, dual-species interaction of Ef and Fnp significantly decreased the levels of pro-inflammatory cytokines IL-6, TNF-α, and chemokines MCP-1 secreted by dTHP-1 cells and lessened the phosphorylation of p38, JNK, and p65 signaling pathways. The transcriptome sequencing results showed that 111 genes were differentially expressed or Ef-Fnp coaggregated species compared to Ef monospecies; 651 genes were differentially expressed for Fnp when coaggregation with Ef. The analysis of KEGG pathway showed that Ef differentially expressed genes (DEGs) were enriched in quorum sensing and arginine biosynthesis pathway; Fnp DEGs were differentially concentrated in lipopolysaccharide (LPS) biosynthesis, biofilm formation, and lysine degradation pathway compared to monospecies. KEY POINTS: • Coaggregated with Fnp aids Ef's survival in environmental stress, especially in root canals after endodontic treatment. • The coaggregation of Ef and Fnp may weaken the pro-inflammatory response and facilitate Ef to evade killed by macrophages. • The coaggregation between Ef and Fnp altered interspecies transcriptional profiles.
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Affiliation(s)
- Jiani Zhou
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, 56 Lingyuanxi Road, Guangzhou, 510055, China
- Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China
| | - Zijian Yuan
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, 56 Lingyuanxi Road, Guangzhou, 510055, China
- Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China
| | - Ruiqi Yang
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, 56 Lingyuanxi Road, Guangzhou, 510055, China
- Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China
| | - Tingjun Liu
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, 56 Lingyuanxi Road, Guangzhou, 510055, China
- Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China
| | - Xianjun Lu
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, 56 Lingyuanxi Road, Guangzhou, 510055, China
- Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China
| | - Wenling Huang
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, 56 Lingyuanxi Road, Guangzhou, 510055, China
- Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China
| | - Lihong Guo
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, 56 Lingyuanxi Road, Guangzhou, 510055, China.
- Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China.
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Bhrdwaj A, Abdalla M, Pande A, Madhavi M, Chopra I, Soni L, Vijayakumar N, Panwar U, Khan MA, Prajapati L, Gujrati D, Belapurkar P, Albogami S, Hussain T, Selvaraj C, Nayarisseri A, Singh SK. Structure-Based Virtual Screening, Molecular Docking, Molecular Dynamics Simulation of EGFR for the Clinical Treatment of Glioblastoma. Appl Biochem Biotechnol 2023; 195:5094-5119. [PMID: 36976507 DOI: 10.1007/s12010-023-04430-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/15/2023] [Indexed: 03/29/2023]
Abstract
Glioblastoma (GBM) is a WHO Grade IV tumor with poor visibility, a high risk of comorbidity, and exhibit limited treatment options. Resurfacing from second-rate glioma was originally classified as either mandatory or optional. Recent interest in personalized medicine has motivated research toward biomarker stratification-based individualized illness therapy. GBM biomarkers have been investigated for their potential utility in prognostic stratification, driving the development of targeted therapy and customizing therapeutic treatment. Due to the availability of a specific EGFRvIII mutational variation with a clear function in glioma-genesis, recent research suggests that EGFR has the potential to be a prognostic factor in GBM, while others have shown no clinical link between EGFR and survival. The pre-existing pharmaceutical lapatinib (PubChem ID: 208,908) with a higher affinity score is used for virtual screening. As a result, the current study revealed a newly screened chemical (PubChem CID: 59,671,768) with a higher affinity than the previously known molecule. When the two compounds are compared, the former has the lowest re-rank score. The time-resolved features of a virtually screened chemical and an established compound were investigated using molecular dynamics simulation. Both compounds are equivalent, according to the ADMET study. This report implies that the virtual screened chemical could be a promising Glioblastoma therapy.
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Affiliation(s)
- Anushka Bhrdwaj
- In silico Research Laboratory, Eminent Biosciences, 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh, India
| | - Mohnad Abdalla
- Key Laboratory of Chemical Biology (Ministry of Education), Department of Pharmaceutics, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, 44 Cultural West Road, Jinan, 250012, Shandong Province, People's Republic of China
| | - Aditi Pande
- In silico Research Laboratory, Eminent Biosciences, 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh, India
| | - Maddala Madhavi
- Department of Zoology, Osmania University, Hyderabad, 500007, Telangana State, India
| | - Ishita Chopra
- In silico Research Laboratory, Eminent Biosciences, 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh, India
| | - Lovely Soni
- In silico Research Laboratory, Eminent Biosciences, 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh, India
| | - Natchimuthu Vijayakumar
- Department of Physics, M.Kumarasamy College of Engineering, Karur, 639113, Tamil Nadu, India
| | - Umesh Panwar
- Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, Alagappa University, Karaikudi, 630003, Tamil Nadu, India
| | - Mohd Aqueel Khan
- Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, Alagappa University, Karaikudi, 630003, Tamil Nadu, India
| | - Leena Prajapati
- In silico Research Laboratory, Eminent Biosciences, 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh, India
| | - Deepika Gujrati
- Institute of Genetics and Hospital for Genetic Diseases, Osmania University, Begumpet, Hyderabad, 500016, India
| | - Pranoti Belapurkar
- Department of Biosciences, Acropolis Institute, Indore, 453771, Madhya Pradesh, India
| | - Sarah Albogami
- Department of Biotechnology, College of Science, Taif University, P.O. Box 11099, Taif, 21944, Saudi Arabia
| | - Tajamul Hussain
- Research Chair for Biomedical Applications of Nanomaterials, Biochemistry Department, College of Science, King Saud University, Riyadh, Saudi Arabia
- Center of Excellence in Biotechnology Research, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Chandrabose Selvaraj
- Center for Transdisciplinary Research, Department of Pharmacology, Saveetha College of Dental and Hospitals, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai, 600077, Tamil Nadu, India
| | - Anuraj Nayarisseri
- In silico Research Laboratory, Eminent Biosciences, 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh, India.
- Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, Alagappa University, Karaikudi, 630003, Tamil Nadu, India.
- Research Chair for Biomedical Applications of Nanomaterials, Biochemistry Department, College of Science, King Saud University, Riyadh, Saudi Arabia.
- Bioinformatics Research Laboratory, LeGene Biosciences Pvt Ltd, 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh, India.
| | - Sanjeev Kumar Singh
- Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, Alagappa University, Karaikudi, 630003, Tamil Nadu, India.
- Department of Data Sciences, Centre of Biomedical Research, SGPGIMS Campus, Raebareli Rd, Lucknow, 226014, Uttar Pradesh, India.
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Nayarisseri A, Bhrdwaj A, Khan A, Sharma K, Shaheen U, Selvaraj C, Khan MA, Abhirami R, Pravin MA, Shri GR, Raje D, Singh SK. Promoter–motif extraction from co-regulated genes and their relevance to co-expression using E. coli as a model. Brief Funct Genomics 2023; 22:204-216. [PMID: 37053503 DOI: 10.1093/bfgp/elac043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 08/29/2022] [Accepted: 10/26/2022] [Indexed: 02/04/2023] Open
Abstract
Abstract
Gene expression varies due to the intrinsic stochasticity of transcription or as a reaction to external perturbations that generate cellular mutations. Co-regulation, co-expression and functional similarity of substances have been employed for indoctrinating the process of the transcriptional paradigm. The difficult process of analysing complicated proteomes and biological switches has been made easier by technical improvements, and microarray technology has flourished as a viable platform. Therefore, this research enables Microarray to cluster genes that are co-expressed and co-regulated into specific segments. Copious search algorithms have been employed to ascertain diacritic motifs or a combination of motifs that are performing regular expression, and their relevant information corresponding to the gene patterns is also documented. The associated genes co-expression and relevant cis-elements are further explored by engaging Escherichia coli as a model organism. Various clustering algorithms have also been used to generate classes of genes with similar expression profiles. A promoter database ‘EcoPromDB’ has been developed by referring RegulonDB database; this promoter database is freely available at www.ecopromdb.eminentbio.com and is divided into two sub-groups, depending upon the results of co-expression and co-regulation analyses.
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Affiliation(s)
- Anuraj Nayarisseri
- Eminent Biosciences In silico Research Laboratory, , 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh , India
- LeGene Biosciences Pvt Ltd Bioinformatics Research Laboratory, , 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh , India
- Alagappa University Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, , Karaikudi, 630003, Tamil Nadu , India
| | - Anushka Bhrdwaj
- Eminent Biosciences In silico Research Laboratory, , 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh , India
- Alagappa University Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, , Karaikudi, 630003, Tamil Nadu , India
| | - Arshiya Khan
- Eminent Biosciences In silico Research Laboratory, , 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh , India
- Alagappa University Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, , Karaikudi, 630003, Tamil Nadu , India
| | - Khushboo Sharma
- Eminent Biosciences In silico Research Laboratory, , 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh , India
- Alagappa University Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, , Karaikudi, 630003, Tamil Nadu , India
| | - Uzma Shaheen
- Eminent Biosciences In silico Research Laboratory, , 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh , India
| | - Chandrabose Selvaraj
- Alagappa University Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, , Karaikudi, 630003, Tamil Nadu , India
| | - Mohammad Aqueel Khan
- Alagappa University Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, , Karaikudi, 630003, Tamil Nadu , India
| | - Rajaram Abhirami
- Alagappa University Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, , Karaikudi, 630003, Tamil Nadu , India
| | - Muthuraja Arun Pravin
- Alagappa University Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, , Karaikudi, 630003, Tamil Nadu , India
| | - Gurunathan Rubha Shri
- Alagappa University Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, , Karaikudi, 630003, Tamil Nadu , India
| | - Dhanjay Raje
- Eminent Biosciences In silico Research Laboratory, , 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh , India
| | - Sanjeev Kumar Singh
- Alagappa University Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, , Karaikudi, 630003, Tamil Nadu , India
- Department of Data Sciences, Centre of Biomedical Research , SGPGIMS Campus, Raebareli Rd, Lucknow 226014, India
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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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https://microbiologyjournal.org/in-vitro-evaluation-of-chitosan-hydroxyapatite-nanocomposite-scaffolds-as-bone-substitutes-with-antibiofilm-properties/. JOURNAL OF PURE AND APPLIED MICROBIOLOGY 2021. [DOI: 10.22207/jpam.15.3.39] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
An opaque, white chitosan/ Hydroxyapatite nanocomposite was prepared by a simple blend method. Morphology, pore size and dispersion of nano-hydroxyapatite in chitosan matrix were visualized using SEM images. The FTIR and SEM with EDX analysis confirmed the bony apatite layer was formed on the outside of the composite. Porosity measurements and water uptake studies of the nanocomposite were evaluated which revealed the maximum porosity of 80% to 92% in the chitosan: hydroxyapatite nanocomposite at the ratio of 20:80. The results also showed that water absorption ability was inversely proportional to the hydroxyapatite present in the nanocomposite. The porosity of prepared nanocomposite was corresponding to the cancellous bone porosity of 50% to 90% suggesting possible applications in bone transplantation. The nanocomposite exhibited antibacterial activity towards the tested Gram-negative and Gram-positive species of bacteria and reduced the bacterial adhesion in biofilm formation.
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Selvaraj C, Dinesh DC, Panwar U, Boura E, Singh SK. High-Throughput Screening and Quantum Mechanics for Identifying Potent Inhibitors Against Mac1 Domain of SARS-CoV-2 Nsp3. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2021; 18:1262-1270. [PMID: 33306471 PMCID: PMC8769010 DOI: 10.1109/tcbb.2020.3037136] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 09/06/2020] [Accepted: 10/26/2020] [Indexed: 05/30/2023]
Abstract
SARS-CoV-2 encodes the Mac1 domain within the large nonstructural protein 3 (Nsp3), which has an ADP-ribosylhydrolase activity conserved in other coronaviruses. The enzymatic activity of Mac1 makes it an essential virulence factor for the pathogenicity of coronavirus (CoV). They have a regulatory role in counteracting host-mediated antiviral ADP-ribosylation, which is unique part of host response towards viral infections. Mac1 shows highly conserved residues in the binding pocket for the mono and poly ADP-ribose. Therefore, SARS-CoV-2 Mac1 enzyme is considered as an ideal drug target and inhibitors developed against them can possess a broad antiviral activity against CoV. ADP-ribose-1 phosphate bound closed form of Mac1 domain is considered for screening with large database of ZINC. XP docking and QPLD provides strong potential lead compounds, that perfectly fits inside the binding pocket. Quantum mechanical studies expose that, substrate and leads have similar electron donor ability in the head regions, that allocates tight binding inside the substrate-binding pocket. Molecular dynamics study confirms the substrate and new lead molecules presence of electron donor and acceptor makes the interactions tight inside the binding pocket. Overall binding phenomenon shows both substrate and lead molecules are well-adopt to bind with similar binding mode inside the closed form of Mac1.
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Affiliation(s)
| | | | - Umesh Panwar
- Department of BioinformaticsAlagappa UniversityKaraikudiTamil Nadu630003India
| | - Evzen Boura
- Institute of Organic Chemistry and Biochemistry AS CR160 00PragueCzechia
| | - Sanjeev Kumar Singh
- Department of BioinformaticsAlagappa UniversityKaraikudiTamil Nadu630003India
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Chandra I, Prabhu SV, Nayak C, Singh SK. E-pharmacophore based screening to identify potential HIV-1 gp120 and CD4 interaction blockers for wild and mutant types. SAR AND QSAR IN ENVIRONMENTAL RESEARCH 2021; 32:353-377. [PMID: 33832362 DOI: 10.1080/1062936x.2021.1901310] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 03/07/2021] [Indexed: 06/12/2023]
Abstract
HIV-1 gp120 provides a multistage viral entry process through the conserved CD4 binding site. Hunting of potential blockers can diminish the interaction of gp120 with the CD4 host receptor leading to the suppression of HIV-1 infection. Structure-based pharmacophore virtual screening followed by binding free energy calculation, molecular dynamics (MD) simulation and density functional theory (DFT) calculation is applied to discriminate the potential blockers from six small molecule databases. Five compounds from six databases exhibited vital interactions with key residues ASP368, GLU370, ASN425, MET426, TRP427 and GLY473 of gp120, involved in the binding with CD4, host receptor. Most importantly, compound NCI-254200 displayed strong communication with key residues of wild type and drug resistance single mutant gp120 (M426L and W427V) even in the dynamic condition, evidenced from MD simulation. This investigation provided a potential compound NCI-254200 which may show inhibitory activity against HIV-1 gp120 variant interactions with CD4 host cell receptors.
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Affiliation(s)
- I Chandra
- Computer Aided Drug Design and Molecular Modeling Lab, Department of Bioinformatics, Alagappa University, Karaikudi, India
| | - S V Prabhu
- Computer Aided Drug Design and Molecular Modeling Lab, Department of Bioinformatics, Alagappa University, Karaikudi, India
| | - C Nayak
- Computer Aided Drug Design and Molecular Modeling Lab, Department of Bioinformatics, Alagappa University, Karaikudi, India
| | - S K Singh
- Computer Aided Drug Design and Molecular Modeling Lab, Department of Bioinformatics, Alagappa University, Karaikudi, India
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Effectiveness of Bioactive Compound as Antibacterial and Anti-Quorum Sensing Agent from Myrmecodia pendans: An In Silico Study. Molecules 2021; 26:molecules26092465. [PMID: 33922641 PMCID: PMC8122932 DOI: 10.3390/molecules26092465] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 04/16/2021] [Accepted: 04/19/2021] [Indexed: 11/20/2022] Open
Abstract
Background: antibiotic resistance encourages the development of new therapies, or the discovery of novel antibacterial agents. Previous research revealed that Myrmecodia pendans (Sarang Semut) contain potential antibacterial agents. However, specific proteins inhibited by them have not yet been identified as either proteins targeted by antibiotics or proteins that have a role in the quorum-sensing system. This study aims to investigate and predict the action mode of antibacterial compounds with specific proteins by following the molecular docking approach. Methods: butein (1), biflavonoid (2), 3″-methoxyepicatechin-3-O-epicatechin (3), 2-dodecyl-4-hydroxylbenzaldehyde (4), 2-dodecyl-4-hydroxylbenzaldehyde (5), pomolic acid (6), betulin (7), and sitosterol-(6′-O-tridecanoil)-3-O-β-D-glucopyranoside (8) from M. pendans act as the ligand. Antibiotics or substrates in each protein were used as a positive control. To screen the bioactivity of compounds, ligands were analyzed by Prediction of Activity Spectra for Substances (PASS) program. They were docked with 12 proteins by AutoDock Vina in the PyRx 0.8 software application. Those proteins are penicillin-binding protein (PBP), MurB, Sortase A (SrtA), deoxyribonucleic acid (DNA) gyrase, ribonucleic acid (RNA) polymerase, ribosomal protein, Cytolysin M (ClyM), FsrB, gelatinase binding-activating pheromone (GBAP), and PgrX retrieved from UniProt. The docking results were analyzed by the ProteinsPlus and Discovery Studio software applications. Results: most compounds have Pa value over 0.5 against proteins in the cell wall. In nearly all proteins, biflavonoid (2) has the strongest binding affinity. However, compound 2 binds only three residues, so that 2 is the non-competitive inhibitor. Conclusion: compound 2 can be a lead compound for an antibacterial agent in each pathway.
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Kurnia D, Rachmawati P, Satari MH. Antibacterial of Dibenzo- p-Dioxi-2,8-Dicarboxylic Acid Against Pathogenic Oral Bacteria E. faecalis ATCC 29212 Peptide Pheromones: Quorum Sensing of in vitro and in silico Study. Drug Des Devel Ther 2020; 14:3079-3086. [PMID: 32801646 PMCID: PMC7398749 DOI: 10.2147/dddt.s255270] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 07/07/2020] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Recently, it has emerged from the international scientific literature that quorum sensing (QS) is a promising way for the effective treatment of diseases caused by pathogenic bacteria. One of the crucial proteins in the QS system of Gram-positive bacteria is the pheromone. Some research has reported secondary metabolites from natural products capable of attenuating bacteria through the interruption of the quorum sensing system. One of the Indonesian herbal plants containing bioactive compounds is Sarang Semut (Myrmecodia pendans). A phenolic compound, dibenzo-p-dioxin-2,8-dicarboxylic acid, has been isolated from this plant which had antibacterial activity against Enterococcus faecalis. However, the molecular mechanism of it has not been known. AIM The study in question aimed to predict the molecular action of the compound M. pendans against some proteins that act as a signal in the mediated QS of Gram-positive bacteria, called pheromones, including PrgQ, PrgX, PrgZ, and CcfA. MATERIALS AND METHODS The methods used in this in silico study were ligand-protein docking and virtual screening that were performed by some software and programs. The compound 1 and some positive controls act as ligand were subject binding to PrgQ, PrgX, PrgZ, and CcfA as proteins target, the ligands were free for blind docking. A framework was presented potency of phenolic compounds to inhibit the protein's target from its affinity binding scores. RESULTS It was found thatcompound 1 was potential to inhibit all of the tested protein and gave the highest binding affinity to PrgX (-9.2 kcal.mol-1; the site at Phe59B, Phe59B, Asn63A, and Asn63B residue) and PrgZ (-7.4 kcal.mol-1; the site at Leu4B, Thr65A, Thr82A. Gln81A, and Val5B residue). CONCLUSION It is proposed that compound 1 has a good activity to inhibit E. faecalis through its peptide pheromones in the QS system.
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Affiliation(s)
- Dikdik Kurnia
- Department of Chemistry, Faculty of Mathematics and Natural Science, Universitas Padjadjaran, Sumedang, Indonesia
| | - Putri Rachmawati
- Department of Chemistry, Faculty of Mathematics and Natural Science, Universitas Padjadjaran, Sumedang, Indonesia
| | - Mieke H Satari
- Department of Oral Biology, Faculty of Dentistry, Universitas Padjadjaran, Sumedang, Indonesia
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E-pharmacophore-based screening of mGluR5 negative allosteric modulators for central nervous system disorder. Comput Biol Chem 2019; 78:414-423. [DOI: 10.1016/j.compbiolchem.2018.12.016] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2018] [Accepted: 12/25/2018] [Indexed: 01/01/2023]
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Nayak C, Chandra I, Singh SK. An
in silico
pharmacological approach toward the discovery of potent inhibitors to combat drug resistance HIV‐1 protease variants. J Cell Biochem 2018; 120:9063-9081. [DOI: 10.1002/jcb.28181] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 11/08/2018] [Indexed: 12/15/2022]
Affiliation(s)
- Chirasmita Nayak
- Computer Aided Drug Design and Molecular Modeling, Department of Bioinformatics Alagappa University Karaikudi India
| | - Ishwar Chandra
- Computer Aided Drug Design and Molecular Modeling, Department of Bioinformatics Alagappa University Karaikudi India
| | - Sanjeev Kumar Singh
- Computer Aided Drug Design and Molecular Modeling, Department of Bioinformatics Alagappa University Karaikudi India
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12
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Aarthy M, Kumar D, Giri R, Singh SK. E7 oncoprotein of human papillomavirus: Structural dynamics and inhibitor screening study. Gene 2018. [DOI: 10.1016/j.gene.2018.03.026] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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13
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Joshi H, Seniya SP, Suryanarayanan V, Patidar ND, Singh SK, Jain V. Dissecting the structure-function relationship in lysozyme domain of mycobacteriophage D29-encoded peptidoglycan hydrolase. FEBS Lett 2017; 591:3276-3287. [PMID: 28901529 DOI: 10.1002/1873-3468.12848] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Revised: 09/06/2017] [Accepted: 09/07/2017] [Indexed: 12/31/2022]
Abstract
Most bacteriophages rapidly infect and kill bacteria and, therefore, qualify as the next generation therapeutics for rapidly emerging drug-resistant bacteria such as Mycobacterium tuberculosis. We have previously characterized the mycobacteriophage D29-generated endolysin, Lysin A, for its activity against mycobacteria. Here, we present a detailed characterization of the lysozyme domain (LD) of D29 Lysin A that hydrolyzes peptidoglycan of both gram-positive and gram-negative bacteria with high potency. By characterizing an exhaustive LD protein variant library, we have identified critical residues important for LD activity and stability. We further complement our in vitro experiments with detailed in silico investigations. We present LD as a potent candidate for developing phage-based broad-spectrum therapeutics.
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Affiliation(s)
- Himanshu Joshi
- Microbiology and Molecular Biology Laboratory, Department of Biological Sciences, Indian Institute of Science Education and Research (IISER), Bhopal, India
| | - Surya P Seniya
- Microbiology and Molecular Biology Laboratory, Department of Biological Sciences, Indian Institute of Science Education and Research (IISER), Bhopal, India
| | - Venkatesan Suryanarayanan
- Computer Aided Drug Designing and Molecular Modeling Laboratory, Department of Bioinformatics, Alagappa University, Karaikudi, India
| | - Neelam D Patidar
- Microbiology and Molecular Biology Laboratory, Department of Biological Sciences, Indian Institute of Science Education and Research (IISER), Bhopal, India
| | - Sanjeev K Singh
- Computer Aided Drug Designing and Molecular Modeling Laboratory, Department of Bioinformatics, Alagappa University, Karaikudi, India
| | - Vikas Jain
- Microbiology and Molecular Biology Laboratory, Department of Biological Sciences, Indian Institute of Science Education and Research (IISER), Bhopal, India
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14
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Thaya R, Malaikozhundan B, Vijayakumar S, Sivakamavalli J, Jeyasekar R, Shanthi S, Vaseeharan B, Ramasamy P, Sonawane A. Chitosan coated Ag/ZnO nanocomposite and their antibiofilm, antifungal and cytotoxic effects on murine macrophages. Microb Pathog 2016; 100:124-132. [DOI: 10.1016/j.micpath.2016.09.010] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2016] [Revised: 09/07/2016] [Accepted: 09/09/2016] [Indexed: 10/21/2022]
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15
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Chen L, Bu Q, Xu H, Liu Y, She P, Tan R, Wu Y. The effect of berberine hydrochloride on Enterococcus faecalis biofilm formation and dispersion in vitro. Microbiol Res 2016; 186-187:44-51. [PMID: 27242142 DOI: 10.1016/j.micres.2016.03.003] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2015] [Revised: 02/19/2016] [Accepted: 03/08/2016] [Indexed: 01/29/2023]
Abstract
Enterococcus faecalis (E. faecalis) is one of the major causes of biofilm infections. Berberine hydrochloride (BBH) has diverse pharmacological effects; however, the effects and mechanisms of BBH on E. faecalis biofilm formation and dispersion have not been reported. In this study, 99 clinical isolates from the urine samples of patients with urinary tract infections (UTIs) were collected and identified. Ten strains of E. faecalis with biofilm formation ability were studied. BBH inhibited E. faecalis biofilm formation and promoted the biofilm dispersion of E. faecalis. In addition, sortase A and esp expression levels were elevated during early E. faecalis biofilm development, whereas BBH significantly reduced their expression levels. The results of this study indicated that BBH effectively prevents biofilm formation and promotes biofilm dispersion in E. faecalis, most likely by inhibiting the expressions of sortase A and esp.
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Affiliation(s)
- Lihua Chen
- Department of Medicine Clinical Laboratory, the Third Xiangya Hospital of Central South University, Changsha 410013, Hunan, PR China
| | - Qianqian Bu
- Department of Medicine Clinical Laboratory, the Third Xiangya Hospital of Central South University, Changsha 410013, Hunan, PR China
| | - Huan Xu
- Department of Medicine Clinical Laboratory, the Third Xiangya Hospital of Central South University, Changsha 410013, Hunan, PR China
| | - Yuan Liu
- Department of Medicine Clinical Laboratory, the Third Xiangya Hospital of Central South University, Changsha 410013, Hunan, PR China
| | - Pengfei She
- Department of Medicine Clinical Laboratory, the Third Xiangya Hospital of Central South University, Changsha 410013, Hunan, PR China
| | - Ruichen Tan
- Department of Medicine Clinical Laboratory, the Third Xiangya Hospital of Central South University, Changsha 410013, Hunan, PR China
| | - Yong Wu
- Department of Medicine Clinical Laboratory, the Third Xiangya Hospital of Central South University, Changsha 410013, Hunan, PR China.
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16
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Sampath B, Sankaranarayanan K. Glu106 targeted inhibitors of ORAI1 as potential Ca 2+ release-activated Ca 2+ (CRAC) channel blockers - molecular modeling and docking studies. J Recept Signal Transduct Res 2016; 36:572-585. [PMID: 26895524 DOI: 10.3109/10799893.2016.1141956] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Calcium release-activated calcium modulator 1(ORAI1) is an integral component of the calcium release-activated calcium channel (CRAC) channel complex and plays a central role in regulating Ca2 + concentrations in T-lymphocytes. It is critical for many physiological processes, including cell-proliferation, cytokine production and activation of the immune system. Loss of ORAI1 function is linked with rheumatoid arthritis (RA) and hence pharmacological blockers of ORAI1 could be potential therapeutic agents for the treatment of RA. In this study, we have used a high-throughput screening approach to inhibit the binding of Ca2+ toward ORAI1 and the interactions are verified through induced fit docking. The results hint that these compounds act by possibly binding with, and thereby blocking Ca2+-binding with ORAI1 (E106). The molecular dynamics (MD) simulations shows strong support toward the hit compounds by showing the ligand potency throughout the simulation timescale of 30 ns. We have thus identified a novel class of highly stable, potential lead compounds that directly bind with the selectivity filter region E106 and block Ca2+ binding on ORAI1. This resulting alteration in the pore geometry of ORAI1 due to the strong blocking mechanism of lead compounds will greatly diminish its function and the downstream activities that result from the same including decreased production of cytokines in autoimmune disorders. This study may lay the foundation for finding novel lead compounds for clinical trials that could positively modulate the course of autoimmune disorders with ORAI1 as its specific target.
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Affiliation(s)
- Bhuvaneshwari Sampath
- a Ion Channel Biology Laboratory, AU-KBC Research Centre, Madras Institute of Technology, Anna University , Chennai , Tamil Nadu , India
| | - Kavitha Sankaranarayanan
- a Ion Channel Biology Laboratory, AU-KBC Research Centre, Madras Institute of Technology, Anna University , Chennai , Tamil Nadu , India
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17
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Singh S, Vijaya Prabhu S, Suryanarayanan V, Bhardwaj R, Singh SK, Dubey VK. Molecular docking and structure-based virtual screening studies of potential drug target, CAAX prenyl proteases, of Leishmania donovani. J Biomol Struct Dyn 2016; 34:2367-86. [PMID: 26551589 DOI: 10.1080/07391102.2015.1116411] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Targeting CAAX prenyl proteases of Leishmania donovani can be a good approach towards developing a drug molecule against Leishmaniasis. We have modeled the structure of CAAX prenyl protease I and II of L. donovani, using homology modeling approach. The structures were further validated using Ramachandran plot and ProSA. Active site prediction has shown difference in the amino acid residues present at the active site of CAAX prenyl protease I and CAAX prenyl protease II. The electrostatic potential surface of the CAAX prenyl protease I and II has revealed that CAAX prenyl protease I has more electropositive and electronegative potentials as compared CAAX prenyl protease II suggesting significant difference in their activity. Molecular docking with known bisubstrate analog inhibitors of protein farnesyl transferase and peptidyl (acyloxy) methyl ketones reveals significant binding of these molecules with CAAX prenyl protease I, but comparatively less binding with CAAX prenyl protease II. New and potent inhibitors were also found using structure-based virtual screening. The best docked compounds obtained from virtual screening were subjected to induced fit docking to get best docked configurations. Prediction of drug-like characteristics has revealed that the best docked compounds are in line with Lipinski's rule. Moreover, best docked protein-ligand complexes of CAAX prenyl protease I and II are found to be stable throughout 20 ns simulation. Overall, the study has identified potent drug molecules targeting CAAX prenyl protease I and II of L. donovani whose drug candidature can be verified further using biochemical and cellular studies.
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Affiliation(s)
- Shalini Singh
- a Department of Biosciences and Bioengineering , Indian Institute of Technology Guwahati , Guwahati , Assam 781039 , India
| | - Sitrarasu Vijaya Prabhu
- b Computer Aided Drug Designing and Molecular Modeling Laboratory, Department of Bioinformatics , Alagappa University , Karaikudi , Tamil Nadu 630004 , India
| | - Venkatesan Suryanarayanan
- b Computer Aided Drug Designing and Molecular Modeling Laboratory, Department of Bioinformatics , Alagappa University , Karaikudi , Tamil Nadu 630004 , India
| | - Ruchika Bhardwaj
- a Department of Biosciences and Bioengineering , Indian Institute of Technology Guwahati , Guwahati , Assam 781039 , India
| | - Sanjeev Kumar Singh
- b Computer Aided Drug Designing and Molecular Modeling Laboratory, Department of Bioinformatics , Alagappa University , Karaikudi , Tamil Nadu 630004 , India
| | - Vikash Kumar Dubey
- a Department of Biosciences and Bioengineering , Indian Institute of Technology Guwahati , Guwahati , Assam 781039 , India
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18
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Muralidharan AR, Selvaraj C, Singh SK, Sheu JR, Thomas PA, Geraldine P. Structure-Based Virtual Screening and Biological Evaluation of a Calpain Inhibitor for Prevention of Selenite-Induced Cataractogenesis in an in Vitro System. J Chem Inf Model 2015; 55:1686-97. [PMID: 26270943 DOI: 10.1021/acs.jcim.5b00092] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Calpains belong to the family of calcium-dependent, structurally related intracellular cysteine proteases that exhibit significant functions in evolution of different types of cataracts in human as well as animal models. Application of calpain inhibitors generated through a virtual screening workflow may provide new avenues for the prevention of cataractogenesis. Hence, in the current study, compounds were first screened for potent calpain inhibitory activity by employing a structure-based approach, and the screening results were then validated through biological experiments in rat lenses. A hit compound, HTS08688, was obtained by structure-based virtual screening. A micromolar concentration of HTS08688 was found to prevent in vitro cataractogenesis in isolated Wistar rat lenses, while maintaining the antioxidant and calcium concentrations at near normal levels. Inhibition of superoxide anion generation, as observed through cytochemical localization studies, and maintenance of structural integrity, as demonstrated by histological analysis of lenticular tissue, also suggested that HTS08688 can ameliorate the cataractous condition induced by selenite in an in vitro rodent model. A cell proliferation assay was performed; the IC 50 value of the screened calpain inhibitor, HTS08688, against human lenticular epithelial cells-b3 was found to be 177 μM/mL. This combined theoretical and experimental approach has demonstrated a potent lead compound, HTS08688, that exhibits putative anticataractogenic activity by virtue of its potential to inhibit calpain.
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Affiliation(s)
| | - Chandrabose Selvaraj
- Department of Bioinformatics, Alagappa University , Karaikudi-630003, Tamilnadu, India
| | - Sanjeev Kumar Singh
- Department of Bioinformatics, Alagappa University , Karaikudi-630003, Tamilnadu, India
| | - Joen-Rong Sheu
- Graduate Institute of Medical Sciences, College of Medicine, Taipei Medical University , Taipei 110, Taiwan
| | - Philip A Thomas
- Institute of Ophthalmology, Joseph Eye Hospital , Tiruchirappalli-620001, Tamilnadu, India
| | - Pitchairaj Geraldine
- Department of Animal Science, School of Life Sciences, Bharathidasan University , Tiruchirappalli-620024, Tamilnadu, India
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Selvaraj C, Singh P, Singh SK. Molecular insights on analogs of HIV PR inhibitors toward HTLV-1 PR through QM/MM interactions and molecular dynamics studies: comparative structure analysis of wild and mutant HTLV-1 PR. J Mol Recognit 2015; 27:696-706. [PMID: 25319617 DOI: 10.1002/jmr.2395] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2014] [Revised: 05/03/2014] [Accepted: 05/09/2014] [Indexed: 12/21/2022]
Abstract
Retroviruses HTLV-1 and HIV-1 are the primary causative agents of fatal adult T-cell leukemia and acquired immune deficiency syndrome (AIDS) disease. Both retroviruses are similar in characteristics mechanism, and it encodes for protease that mainly involved in the viral replication process. On the basis of the therapeutic success of HIV-1 PR inhibitors, the protease of HTLV-1 is mainly considered as a potential target for chemotherapy. At the same time, structural similarities in both enzymes that originate HIV PR inhibitors can also be an HTLV-1 PR inhibitor. But the expectations failed because of rejection of HIV PR inhibitors from the HTLV-1 PR binding pocket. In this present study, the reason for the HIV PR inhibitor rejection from the HTLV-1 binding site was identified through sequence analysis and molecular dynamics simulation method. Functional analysis of M37A mutation in HTLV PR clearly shows that the MET37 specificity and screening of potential inhibitors targeting MET37 is performed by using approved 90% similar HIV PR inhibitor compounds. From this approach, we report few compounds with a tendency to accept/donate electron specifically to an important site residue MET37 in HTLV-1 PR binding pocket.
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Affiliation(s)
- Chandrabose Selvaraj
- Computer Aided Drug Design and Molecular Modeling Lab, Department of Bioinformatics, Science Block, Alagappa University, Karaikudi, 630004, Tamilnadu, India
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