1
|
Khazani Asforooshani M, Noori Goodarzi N, Shahbazi B, Rezaie Rahimi N, Mahdavian K, Rohani M, Badmasti F. Exploiting subtractive genomics to identify novel drug targets and new immunogenic candidates against Bordetella pertussis: an in silico study. FRONTIERS IN BIOINFORMATICS 2025; 5:1570054. [PMID: 40433465 PMCID: PMC12106433 DOI: 10.3389/fbinf.2025.1570054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2025] [Accepted: 04/21/2025] [Indexed: 05/29/2025] Open
Abstract
Background Bordetella pertussis, the causative agent of whooping cough, remains a significant global health concern despite the widespread availability of vaccines. The persistent reemergence of pertussis is driven by the bacterium's ongoing genomic evolution, shifting epidemiological patterns, and limitations in current vaccine strategies. These challenges highlight the urgent need to identify novel drug targets and immunogenic candidates to enhance therapeutic and preventive measures against B. pertussis. Methods Identification of novel drug targets and the detection of immunogenic factors as potential vaccine candidates were performed. Cytoplasmic proteins were evaluated for their similarity to the human proteome, metabolic pathways, and gut microbiota. On the other hand, surface-exposed proteins were evaluated as immunogenic targets using a reverse vaccinology approach. A multi-epitope vaccine (MEV) was designed based on the immunogenic linear B-cell epitopes of three autotransporters and the beta domain of SphB2 as a scaffold for MEV. Molecular docking, immune simulation results, and molecular dynamics simulations were performed to evaluate the binding affinity and feasibility of interaction between chimeric MEVs and immune receptors. Results Six proteins were identified as excellent potential drug targets, including elongation factor P (WP_003810194.1), Aspartate kinase (WP_010930633.1), 50S ribosomal protein L21 (WP_003807462.1), Homoserine dehydrogenase (WP_003813074.1), Carboxynorspermidine decarboxylase (WP_003814461.1), and PTS sugar transporter subunit IIA (WP_010929966.1). On the other hand, reverse vaccinology identified nine immunogenic proteins, including BapA (WP_010930805.1), BrkA (WP_010931506.1), SphB2 (WP_041166323.1), TcfA (WP_010930243.1), FliK (WP_041166144.1), Fimbrial protein (WP_010930199.1), TolA (WP_010931418.1), DD-metalloendopeptidase (WP_003811022.1), and an I78 family peptidase inhibitor protein (WP_003812179.1). SphB2-based MEV was designed using six linear B-cell epitopes of the extracellular loops of the autotransporters. The binding affinity and feasibility of the interaction between MEV and TLR2, TLR4, and HLA-DR-B were computationally confirmed by molecular dynamics. Conclusion It appears that proteins involved in translation and metabolism can be considered novel drug targets. Furthermore, this study highlights autotransporter proteins as promising immune targets. There is no doubt that experimental work should be conducted to confirm the results in the future.
Collapse
Affiliation(s)
- Mahshid Khazani Asforooshani
- Department of Bacteriology, Pasteur Institute of Iran, Tehran, Iran
- Department of Microbiology, Faculty of Biological Sciences, Alzahra University, Tehran, Iran
| | - Narjes Noori Goodarzi
- Department of Bacteriology, Pasteur Institute of Iran, Tehran, Iran
- Department of Pathobiology, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Behzad Shahbazi
- School of Pharmacy, Semnan University of Medical Sciences, Semnan, Iran
- Nervous System Stem Cells Research Center, Semnan University of Medical Sciences, Semnan, Iran
| | - Nayereh Rezaie Rahimi
- Department of Environmental Health Engineering, School of Public Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Kimia Mahdavian
- Department of Microbiology, Faculty of Biological Sciences, Alzahra University, Tehran, Iran
| | - Mahdi Rohani
- Department of Bacteriology, Pasteur Institute of Iran, Tehran, Iran
| | - Farzad Badmasti
- Department of Bacteriology, Pasteur Institute of Iran, Tehran, Iran
| |
Collapse
|
2
|
Barozi V, Tastan Bishop Ö. Impact of African-Specific ACE2 Polymorphisms on Omicron BA.4/5 RBD Binding and Allosteric Communication Within the ACE2-RBD Protein Complex. Int J Mol Sci 2025; 26:1367. [PMID: 39941135 PMCID: PMC11818624 DOI: 10.3390/ijms26031367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2024] [Revised: 01/27/2025] [Accepted: 02/01/2025] [Indexed: 02/16/2025] Open
Abstract
Severe acute respiratory symptom coronavirus 2 (SARS-CoV-2) infection occurs via the attachment of the spike (S) protein's receptor binding domain (RBD) to human ACE2 (hACE2). Natural polymorphisms in hACE2, particularly at the interface, may alter RBD-hACE2 interactions, potentially affecting viral infectivity across populations. This study identified the effects of six naturally occurring hACE2 polymorphisms with high allele frequency in the African population (S19P, K26R, M82I, K341R, N546D and D597Q) on the interaction with the S protein RBD of the BA.4/5 Omicron sub-lineage through post-molecular dynamics (MD), inter-protein interaction and dynamic residue network (DRN) analyses. Inter-protein interaction analysis suggested that the K26R variation, with the highest interactions, aligns with reports of enhanced RBD binding and increased SARS-CoV-2 susceptibility. Conversely, S19P, showing the fewest interactions and largest inter-protein distances, agrees with studies indicating it hinders RBD binding. The hACE2 M82I substitution destabilized RBD-hACE2 interactions, reducing contact frequency from 92 (WT) to 27. The K341R hACE2 variant, located distally, had allosteric effects that increased RBD-hACE2 contacts compared to WThACE2. This polymorphism has been linked to enhanced affinity for Alpha, Beta and Delta lineages. DRN analyses revealed that hACE2 polymorphisms may alter the interaction networks, especially in key residues involved in enzyme activity and RBD binding. Notably, S19P may weaken hACE2-RBD interactions, while M82I showed reduced centrality of zinc and chloride-coordinating residues, hinting at impaired communication pathways. Overall, our findings show that hACE2 polymorphisms affect S BA.4/5 RBD stability and modulate spike RBD-hACE2 interactions, potentially influencing SARS-CoV-2 infectivity-key insights for vaccine and therapeutic development.
Collapse
Affiliation(s)
- Victor Barozi
- Research Unit in Bioinformatics (RUBi), Department of Biochemistry, Microbiology and Bioinformatics, Rhodes University, Makhanda 6139, South Africa;
| | - Özlem Tastan Bishop
- Research Unit in Bioinformatics (RUBi), Department of Biochemistry, Microbiology and Bioinformatics, Rhodes University, Makhanda 6139, South Africa;
- National Institute for Theoretical and Computational Sciences (NITheCS), Matieland 7602, South Africa
| |
Collapse
|
3
|
Noori Goodarzi N, Khazani Asforooshani M, Shahbazi B, Rezaie Rahimi N, Badmasti F. Identification of novel drug targets for Helicobacter pylori: structure-based virtual screening of potential inhibitors against DAH7PS protein involved in the shikimate pathway. FRONTIERS IN BIOINFORMATICS 2024; 4:1482338. [PMID: 39493576 PMCID: PMC11527725 DOI: 10.3389/fbinf.2024.1482338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2024] [Accepted: 10/07/2024] [Indexed: 11/05/2024] Open
Abstract
Background Helicobacter pylori, a bacterium associated with severe gastrointestinal diseases and malignancies, poses a significant challenge because of its increasing antibiotic resistance rates. This study aimed to identify potential drug targets and inhibitors against H. pylori using a structure-based virtual screening (SBVS) approach. Methods Core-proteome analysis of 132 H. pylori genomes was performed using the EDGAR database. Essential genes were identified and human and gut microbiota homolog proteins were excluded. The DAH7PS protein involved in the shikimate pathway was selected for the structure-based virtual screening (SBVS) approach. The tertiary structure of the protein was predicted through homology modeling (based on PDB ID: 5UXM). Molecular docking was performed to identify potential inhibitors of DAH7PS among StreptomeDB compounds using the AutoDock Vina tool. Molecular dynamics (MD) simulations assessed the stability of DAH7PS-ligand complexes. The complexes were further evaluated in terms of their binding affinity, Lipinski's Rule of Five, and ADMET properties. Results A total of 54 novel drug targets with desirable properties were identified. DAH7PS was selected for further investigation, and virtual screening of StreptomeDB compounds yielded 36 high-affinity binding of the ligands. Two small molecules, 6,8-Dihydroxyisocoumarin-3-carboxylic acid and Epicatechin, also showed favorable RO5 and ADMET properties. MD simulations confirmed the stability and reliability of DAH7PS-ligand complexes, indicating their potential as inhibitors. Conclusion This study identified 54 novel drug targets against H. pylori. The DAH7PS protein as a promising drug target was evaluated using a computer-aided drug design. 6,8-Dihydroxyisocoumarin-3-carboxylic acid and Epicatechin demonstrated desirable properties and stable interactions, highlighting their potential to inhibit DAH7PS as an essential protein. Undoubtedly, more experimental validations are needed to advance these findings into practical therapies for treating drug-resistant H. pylori.
Collapse
Affiliation(s)
- Narjes Noori Goodarzi
- Department of Pathobiology, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
- Department of Bacteriology, Pasteur Institute of Iran, Tehran, Iran
| | - Mahshid Khazani Asforooshani
- Department of Bacteriology, Pasteur Institute of Iran, Tehran, Iran
- Department of Microbiology, Faculty of Biological Sciences, Alzahra University, Tehran, Iran
| | - Behzad Shahbazi
- School of Pharmacy, Semnan University of Medical Sciences, Semnan, Iran
| | - Nayereh Rezaie Rahimi
- Department of environmental Health Engineering, School of Public Health, Shiraz University of Medical Sciences, Shiraz, Iran
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Farzad Badmasti
- Department of Bacteriology, Pasteur Institute of Iran, Tehran, Iran
| |
Collapse
|
4
|
Rahman MH, Al Azad S, Uddin MF, Farzana M, Sharmeen IA, Kabbo KS, Jabin A, Rahman A, Jamil F, Srishti SA, Riya FH, Khan T, Ahmed R, Nurunnahar, Rahman S, Khan MFR, Rahman MB. WGS-based screening of the co-chaperone protein DjlA-induced curved DNA binding protein A (CbpA) from a new multidrug-resistant zoonotic mastitis-causing Klebsiella pneumoniae strain: a novel molecular target of selective flavonoids. Mol Divers 2024; 28:3045-3066. [PMID: 37902899 DOI: 10.1007/s11030-023-10731-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 09/11/2023] [Indexed: 11/01/2023]
Abstract
The research aimed to establish a multidrug-resistant Klebsiella pneumoniae-induced genetic model for mastitis considering the alternative mechanisms of the DjlA-mediated CbpA protein regulation. The Whole Genome Sequencing of the newly isolated K. pneumoniae strain was conducted to annotate the frequently occurring antibiotic resistance and virulence factors following PCR and MALDI-TOF mass-spectrophotometry. Co-chaperon DjlA was identified and extracted via restriction digestion on PAGE. Based on the molecular string property analysis of different DnaJ and DnaK type genes, CbpA was identified to be regulated most by the DjlA protein during mastitis. Based on the quantum tunnel-cluster profiles, CbpA was modeled as a novel target for diversified biosynthetic, and chemosynthetic compounds. Pharmacokinetic and pharmacodynamic analyses were conducted to determine the maximal point-specificity of selective flavonoids in complexing with the CbpA macromolecule at molecular docking. The molecular dynamic simulation (100 ns) of each of the flavonoid-protein complexes was studied regarding the parameters RMSD, RMSF, Rg, SASA, MMGBSA, and intramolecular hydrogen bonds; where all of them resulted significantly. To ratify all the molecular dynamic simulation outputs, the potential stability of the flavonoids in complexing with CbpA can be remarked as Quercetin > Biochanin A > Kaempherol > Myricetin, which were all significant in comparison to the control Galangin. Finally, a comprehensive drug-gene interaction pathway for each of the flavonoids was developed to determine the simultaneous and quantitative-synergistic effects of different operons belonging to the DnaJ-type proteins on the metabolism of the tested pharmacophores in CbpA. Considering all the in vitro and in silico parameters, DjlA-mediated CbpA can be a novel target for the tested flavonoids as the potential therapeutics of mastitis as futuristic drugs.
Collapse
Affiliation(s)
- Mohammad Habibur Rahman
- Molecular Microbiology and Vaccinology Lab, Department of Microbiology and Hygiene, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh
| | - Salauddin Al Azad
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China
- Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, 7400, Bangladesh
| | - Mohammad Fahim Uddin
- College of Material Science and Engineering, Zhejiang Sci-Tech University, Hangzhou, 310018, Zhejiang, People's Republic of China
- Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, 7400, Bangladesh
| | - Maisha Farzana
- School of Medicine, Dentistry and Nursing, University of Glasgow, University Avenue, Glasgow, G12 8QQ, UK
| | - Iffat Ara Sharmeen
- Department of Mathematics & Natural Sciences, School of Data Sciences, BRAC University, Dhaka, 1212, Bangladesh
| | - Kaifi Sultana Kabbo
- Department of Biochemistry and Microbiology, North South University, Dhaka, 1229, Bangladesh
| | - Anika Jabin
- Department of Biochemistry and Microbiology, North South University, Dhaka, 1229, Bangladesh
- Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, 7400, Bangladesh
| | - Ashfaque Rahman
- Department of Biochemistry and Microbiology, North South University, Dhaka, 1229, Bangladesh
- Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, 7400, Bangladesh
| | - Farhan Jamil
- Department of Pharmacy, University of Asia Pacific, Farmgate, Dhaka, 1205, Bangladesh
| | | | - Fahmida Haque Riya
- School of Pharmacy, BRAC University, 66 Mohakhali, Dhaka, 1212, Bangladesh
| | - Towhid Khan
- Department of Medicine, Comilla Medical College, Kuchaitoli, Comilla, 3500, Bangladesh
| | - Rasel Ahmed
- School of Computing, Engineering and Digital Technologies, Teesside University, Middlesbrough, TS1 3BX, UK
| | - Nurunnahar
- Department of Mathematics, Mawlana Bhashani Science and Technology University, Tangail, 1902, Bangladesh
| | - Samiur Rahman
- Department of Biochemistry and Microbiology, North South University, Dhaka, 1229, Bangladesh
- Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, 7400, Bangladesh
| | - Mohammad Ferdousur Rahman Khan
- Molecular Microbiology and Vaccinology Lab, Department of Microbiology and Hygiene, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh
| | - Md Bahanur Rahman
- Molecular Microbiology and Vaccinology Lab, Department of Microbiology and Hygiene, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh.
| |
Collapse
|
5
|
Ha NX, Huong TT, Khanh PN, Hung NP, Loc VT, Ha VT, Quynh DT, Nghi DH, Hai PT, Scarlett CJ, Wessjohann LA, Cuong NM. In Vitro and in Silico Study of New Biscoumarin Glycosides from Paramignya trimera against Angiotensin-Converting Enzyme 2 (ACE-2) for Preventing SARS-CoV-2 Infection. Chem Pharm Bull (Tokyo) 2024; 72:574-583. [PMID: 38866495 DOI: 10.1248/cpb.c23-00844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2024]
Abstract
In Vietnam, the stems and roots of the Rutaceous plant Paramignya trimera (Oliv.) Burkill (known locally as "Xáo tam phân") are widely used to treat liver diseases such as viral hepatitis and acute and chronic cirrhosis. In an effort to search for Vietnamese natural compounds capable of inhibiting coronavirus based on molecular docking screening, two new dimeric coumarin glycosides, namely cis-paratrimerin B (1) and cis-paratrimerin A (2), and two previously identified coumarins, the trans-isomers paratrimerin B (3) and paratrimerin A (4), were isolated from the roots of P. trimera and tested for their anti-angiotensin-converting enzyme 2 (ACE-2) inhibitory properties in vitro. It was discovered that ACE-2 enzyme was inhibited by cis-paratrimerin B (1), cis-paratrimerin A (2), and trans-paratrimerin B (3), with IC50 values of 28.9, 68, and 77 µM, respectively. Docking simulations revealed that four biscoumarin glycosides had good binding energies (∆G values ranging from -10.6 to -14.7 kcal/mol) and mostly bound to the S1' subsite of the ACE-2 protein. The key interactions of these natural ligands include metal chelation with zinc ions and multiple H-bonds with Ser128, Glu145, His345, Lys363, Thr371, Glu406, and Tyr803. Our findings demonstrated that biscoumarin glycosides from P. trimera roots occur naturally in both cis- and trans-diastereomeric forms. The biscoumarin glycosides Lys363, Thr371, Glu406, and Tyr803. Our findings demonstrated that biscoumarin glycosides from P. trimera roots hold potential for further studies as natural ACE-2 inhibitors for preventing severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection.
Collapse
Affiliation(s)
- Nguyen Xuan Ha
- Institute of Natural Products Chemistry, Vietnam Academy of Science and Technology
- Graduate University of Science and Technology, Vietnam Academy of Science and Technology
| | - Tran Thu Huong
- Institute of Natural Products Chemistry, Vietnam Academy of Science and Technology
| | - Pham Ngoc Khanh
- Institute of Natural Products Chemistry, Vietnam Academy of Science and Technology
- Graduate University of Science and Technology, Vietnam Academy of Science and Technology
| | - Nguyen Phi Hung
- Institute of Natural Products Chemistry, Vietnam Academy of Science and Technology
| | - Vu Thanh Loc
- Institute of Natural Products Chemistry, Vietnam Academy of Science and Technology
| | - Vu Thi Ha
- Institute of Natural Products Chemistry, Vietnam Academy of Science and Technology
| | - Dang Thu Quynh
- Institute of Natural Products Chemistry, Vietnam Academy of Science and Technology
| | - Do Huu Nghi
- Institute of Natural Products Chemistry, Vietnam Academy of Science and Technology
| | - Pham The Hai
- University of Science and Technology of Hanoi, Vietnam Academy of Science and Technology
| | - Christopher J Scarlett
- School of Environmental & Life Sciences, College of Engineering, Science and Environment, The University of Newcastle
| | - Ludger A Wessjohann
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry (IPB)
| | - Nguyen Manh Cuong
- Institute of Natural Products Chemistry, Vietnam Academy of Science and Technology
- Graduate University of Science and Technology, Vietnam Academy of Science and Technology
| |
Collapse
|
6
|
Owoloye AJ, Olubode SO, Ogunleye A, Idowu ET, Oyebola KM. Computational identification of potential modulators of heme-regulated inhibitor (HRI) for pharmacological intervention against sickle cell disease. J Biomol Struct Dyn 2024:1-13. [PMID: 38555858 DOI: 10.1080/07391102.2024.2331097] [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: 01/04/2024] [Accepted: 03/10/2024] [Indexed: 04/02/2024]
Abstract
Sickle cell disease (SCD) poses a significant health challenge and therapeutic approaches often target fetal hemoglobin (HbF) to ameliorate symptoms. Hydroxyurea, a current therapeutic option for SCD, has shown efficacy in increasing HbF levels. However, concerns about myelosuppression and thrombocytopenia necessitate the exploration of alternative compounds. Heme-regulated inhibitor (HRI) presents a promising target for pharmacological intervention in SCD due to its association with HbF modulation. This study screened compounds for their potential inhibitory functions against HRI. Small-molecule compounds from 17 folkloric plants were subjected to in silico screening against HRI. Molecular docking was performed, and free binding energy calculations were determined using molecular mechanics with generalized born and surface area (MMGBSA). Lead compounds were subjected to molecular dynamics simulation at 100 ns. Computational quantum mechanical modeling of the lead compounds was subsequently performed. We further examined the pharmacodynamics, pharmacokinetic and physiological properties of the identified compounds. Five potential HRI inhibitors, including kaempferol-3-(2G-glucosyrutinoside), epigallocatechin gallate, tiliroside, myricetin-3-O-glucoside and cannabiscitrin, with respective docking scores of -16.0, -12.17, -11.37, -11.56 and 11.07 kcal/mol, were identified. The MMGBSA analysis of the complexes yielded free-binding energies of -69.76, -71.17, -60.44, -53.55 and -55 kcal/mol, respectively. The identified leads were stable within HRI binding pocket for the duration of the 100 ns simulation. The study identified five phytoligands with potential inhibitory effects on HRI. This finding holds promise for advancing SCD treatment strategies. However, additional preclinical analyses are warranted to validate the chemotherapeutic properties of the lead compounds.
Collapse
Affiliation(s)
- Afolabi J Owoloye
- Centre for Genomic Research in Biomedicine (CeGRIB), Mountain Top University, Ibafo, Nigeria
- Nigerian Institute of Medical Research, Lagos, Nigeria
- Parasitology and Bioinformatics Unit, Department of Zoology, Faculty of Science, University of Lagos, Lagos, Nigeria
| | - Samuel O Olubode
- Department of Biochemistry, Adekunle Ajasin University, Akungba, Ondo State, Nigeria
| | - Adewale Ogunleye
- Department of Microbiology, Biocenter, University of Würzburg, Würzburg, Germany
| | - Emmanuel T Idowu
- Parasitology and Bioinformatics Unit, Department of Zoology, Faculty of Science, University of Lagos, Lagos, Nigeria
| | - Kolapo M Oyebola
- Centre for Genomic Research in Biomedicine (CeGRIB), Mountain Top University, Ibafo, Nigeria
- Nigerian Institute of Medical Research, Lagos, Nigeria
| |
Collapse
|
7
|
Alhazmi AY, Khan FR, Rehman ZU, Hazazi A, Alotaibi BS, Alharthi NS, Alhuthali HM, Aba Alkhayl FF, Alshehri FF, Alkhoshaiban A, Al-Otaibi F. Structural and energetic analysis of NS5 protein inhibition by small molecules in Japanese encephalitis virus using machine learning and steered molecular dynamics approach. J Biomol Struct Dyn 2024:1-18. [PMID: 38407246 DOI: 10.1080/07391102.2024.2316767] [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: 09/04/2023] [Accepted: 02/02/2024] [Indexed: 02/27/2024]
Abstract
One of the viral diseases that affect millions of people around the world, particularly in developing countries, is Japanese encephalitis (JE). In this study, the conserved protein of this virus, that is, non-structural protein 5 (NS5), was used as a target protein for this study, and a compound library of 749 antiviral molecules was screened against NS5. The current study employed machine learning-based virtual screening combined with molecular docking. Here, three hits (24360, 123519051 and 213039) had lower binding energies (< -8 kcal/mol) than the control, S-Adenosyl-L-homocysteine (SAH). All the compounds showed significant H-bond interactions with functional residues, which were also observed by the control. Molecular dynamics simulation, MM/GBSA for binding free energy analysis, principal component analysis and free energy landscape were also performed to study the stability of the complex formation. All three compounds had similar root mean square deviation trends, which were comparable to the control, SAH. Post-MD, the 123519051-receptor complex had the highest number of H-bonds (4 to 5) after the control, out of which three exhibited the highest percentage occupancy (50%, 24% and 79%). Both docking and MD, 123519051 showed an H-bond with the residue Gly111, which was also found for the control-protein complex. 123519051 showed the lowest binding free energy with ΔGbind of -89 kJ/mol. Steered molecular dynamics depicted that 123519051 had the maximum magnitude of dissociation (1436.43 kJ/mol/nm), which was more than the control, validating its stable complex formation. This study concluded that 123519051 is a binder and could inhibit the protein NS5 of JE.
Collapse
Affiliation(s)
- Abdulfattah Y Alhazmi
- Pharmaceutical Practices Department, College of Pharmacy, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Farhan R Khan
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences - AlQuwayiyah, Shaqra University, Saudi Arabia
| | - Zia Ur Rehman
- Department of Pharmaceutical Chemistry, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Ali Hazazi
- Department of Pathology and Laboratory Medicine, Security Forces Hospital Program, Riyadh, Saudi Arabia
| | - Bader S Alotaibi
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences - AlQuwayiyah, Shaqra University, Saudi Arabia
| | - Nahed S Alharthi
- Department of Medical Laboratory. College of Applied Medical Sciences in Al-Kharj, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudia Arabia
| | - Hayaa M Alhuthali
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Taif University, Taif, Saudi Arabia
| | - Faris F Aba Alkhayl
- Department of Medical Laboratories, College of Applied Medical Sciences, Qassim University, Buraydah, Saudi Arabia
| | - Faez Falah Alshehri
- Department of Medical Laboratories, College of Applied Medical Sciences, Shaqra University, Shaqra, Saudi Arabia
| | | | - Faisal Al-Otaibi
- Department of Pharmacy Practice, College of Pharmacy, Shaqra University, Saudi Arabia
| |
Collapse
|
8
|
Chaturvedi S, Pandya N, Sadhukhan S, Sonawane A. Identification of selective plant-derived natural carotenoid and flavonoids as the potential inhibitors of DHHC-mediated protein S-palmitoylation: an in silico study. J Biomol Struct Dyn 2024:1-14. [PMID: 38319030 DOI: 10.1080/07391102.2024.2306502] [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: 08/20/2023] [Accepted: 01/10/2024] [Indexed: 02/07/2024]
Abstract
Protein S-palmitoylation mediated by DHHCs is recognized as a distinct and reversible form of lipid modification connected with several health perturbations, including neurodegenerative disorders, cancer, and autoimmune conditions. However, the pharmacological characteristics of current pan-DHHC inhibitors, particularly their toxicity and off-target effects, have hindered their in-depth cellular investigations. The therapeutic properties of the natural compounds, with minimal side effects, allowed us to evaluate them as DHHC-targeting inhibitors. Here, we performed an insilico screening of 115 phytochemicals to assess their interactions with the DHHC20 binding site. Among these compounds, lutein, 5-hydroxyflavone, and 6-hydroxyflavone exhibited higher binding energy (-9.2, -8.5, and -8.5 kcal/mol) in the DHHC20 groove compared to pan-DHHC inhibitor 2-BP (-7.0 kcal/mol). Furthermore, we conducted a 100 ns MD simulation to evaluate the stability of these complexes under physiological conditions. The MDsimulation results indicated that DHHC20 formed a more stable conformation with lutein compared to 5-hydroxyflavone and 6-hyroxyflavone via hydrophobic and H-bond interactions. Conclusively, these results could serve as a promising starting point for exploring the use of these natural molecules as DHHC20 inhibitors.
Collapse
Affiliation(s)
- Suchi Chaturvedi
- Department of Biosciences and Biomedical Engineering, Indian Institute of Technology Indore, Simrol, Madhya Pradesh, India
| | - Nirali Pandya
- Department of Chemistry, National University of Singapore, Singapore, Singapore
- Department of Pharmacology and Regenerative Medicine, University of Illinois Chicago, Chicago, IL, USA
| | - Sushabhan Sadhukhan
- Department of Chemistry, Indian Institute of Technology Palakkad, Palakkad, Kerala, India
- Physical & Chemical Biology Laboratory and Department of Biological Sciences and Engineering, Indian Institute of Technology Palakkad, Palakkad, Kerala, India
| | - Avinash Sonawane
- Department of Biosciences and Biomedical Engineering, Indian Institute of Technology Indore, Simrol, Madhya Pradesh, India
| |
Collapse
|
9
|
Morshed AKMH, Al Azad S, Mia MAR, Uddin MF, Ema TI, Yeasin RB, Srishti SA, Sarker P, Aurthi RY, Jamil F, Samia NSN, Biswas P, Sharmeen IA, Ahmed R, Siddiquy M, Nurunnahar. Oncoinformatic screening of the gene clusters involved in the HER2-positive breast cancer formation along with the in silico pharmacodynamic profiling of selective long-chain omega-3 fatty acids as the metastatic antagonists. Mol Divers 2023; 27:2651-2672. [PMID: 36445532 DOI: 10.1007/s11030-022-10573-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 11/17/2022] [Indexed: 12/03/2022]
Abstract
The HER2-positive patients occupy ~ 30% of the total breast cancer patients globally where no prevalent drugs are available to mitigate the frequent metastasis clinically except lapatinib and neratinib. This scarcity reinforced researchers' quest for new medications where natural substances are significantly considered. Valuing the aforementioned issues, this research aimed to study the ERBB2-mediated string networks that work behind the HER2-positive breast cancer formation regarding co-expression, gene regulation, GAMA-receptor-signaling pathway, cellular polarization, and signal inhibition. Following the overexpression, promotor methylation, and survivability profiles of ERBB2, the super docking position of HER2 was identified using the quantum tunneling algorithm. Supramolecular docking was conducted to study the target specificity of EPA and DHA fatty acids followed by a comprehensive molecular dynamic simulation (100 ns) to reveal the RMSD, RMSF, Rg, SASA, H-bonds, and MM/GBSA values. Finally, potential drug targets for EPA and DHA in breast cancer were constructed to determine the drug-protein interactions (DPI) at metabolic stages. Considering the values resulting from the combinational models of the oncoinformatic, pharmacodynamic, and metabolic parameters, long-chain omega-3 fatty acids like EPA and DHA can be considered as potential-targeted therapeutics for HER2-positive breast cancer treatment.
Collapse
Affiliation(s)
- A K M Helal Morshed
- Pathology and Pathophysiology Major, Academy of Medical Science, Zhengzhou University, Zhengzhou, 450001, Henan Province, People's Republic of China
| | - Salauddin Al Azad
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, 214122, Jiangsu Province, People's Republic of China.
| | - Md Abdur Rashid Mia
- Department of Pharmaceutical Technology, Faculty of Pharmacy, International Islamic University Malaysia, 25200, Pahang, Kuantan, Malaysia
| | - Mohammad Fahim Uddin
- College of Material Science and Engineering, Zhejiang Sci-Tech University, Hangzhou, 310018, Zhejiang, People's Republic of China
| | - Tanzila Ismail Ema
- Department of Biochemistry and Microbiology, North South University, Dhaka, 1229, Bangladesh
| | - Rukaiya Binte Yeasin
- Department of Biochemistry and Microbiology, North South University, Dhaka, 1229, Bangladesh
| | | | - Pallab Sarker
- Department of Medicine, Sher-E-Bangla Medical College Hospital, South Alekanda, Barisal, 8200, Bangladesh
| | - Rubaita Younus Aurthi
- Department of Chemical Engineering, Bangladesh University of Engineering and Technology, Palashi, Dhaka, 1205, Bangladesh
| | - Farhan Jamil
- Department of Pharmacy, University of Asia Pacific, Farmgate, Dhaka, 1205, Bangladesh
| | | | - Partha Biswas
- Laboratory of Pharmaceutical Biotechnology and Bioinformatics, Department of Genetic Engineering and Biotechnology, Jashore University of Science and Technology, Jashore, 7408, Bangladesh
| | - Iffat Ara Sharmeen
- School of Data Sciences, Department of Mathematics & Natural Sciences, BRAC University, 66 Mohakhali, Dhaka, 1212, Bangladesh
| | - Rasel Ahmed
- School of Computing, Engineering and Digital Technologies, Teesside University, Middlesbrough, TS1 3BX, Tees Valley, UK
| | - Mahbuba Siddiquy
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, Jiangsu Province, People's Republic of China
| | - Nurunnahar
- Department of Mathematics, Mawlana Bhashani Science and Technology University, Santosh, Tangail, 1902, Bangladesh
| |
Collapse
|
10
|
Rathore AS, Gupta KK, Govindaraj SK, Ajmani A, Arivalagan J, Anto RJ, Kalishwaralal K, Chandran SA. Targeting BRF2: insights from in silico screening and molecular dynamic simulations. J Biomol Struct Dyn 2023; 42:10439-10451. [PMID: 37705251 DOI: 10.1080/07391102.2023.2256884] [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: 06/02/2023] [Accepted: 09/02/2023] [Indexed: 09/15/2023]
Abstract
The Transcription factor II B (TFIIB)‑related factor 2 (BRF2) containing TFIIIB complex recruits RNA polymerase III multi-subunit complex to selective gene promoters that altogether are responsible for synthesizing a variety of small non-coding RNAs, including a special type of selenocysteine tRNA (tRNASec), micro-RNA (miRNA), and other regulatory RNAs. BRF2 has been identified as a potential oncogene that promotes cancer cell survival under oxidative stress through its genetic activation. The structure of the BRF2 protein was modeled using the Robetta server, refined, and validated using the Ramachandran plot. A virtual approach utilizing molecular docking was used to screen a natural compound library to determine potential compounds that can interact with the molecular pin motif of the BRF2 protein using Maestro (Schrodinger). Subsequent molecular dynamics simulation studies of the top four ligands that exhibited low glide scores were performed using GROMACS. The findings derived from the simulations, in conjunction with the exploration of hydrogen bonding patterns, evaluation of the free energy landscape, and thorough analysis of residue decomposition, collectively converged to emphasize the robust interaction characteristics exhibited by Ligand 366 (Deacetyl lanatoside C) and ligand 336 (Neogitogenin)-with the BRF2 protein. These natural compounds may be potential inhibitors of BRF2, which could modulate the regulation of selenoprotein synthesis in cancer cells. Targeting BRF2 using these promising compounds may offer a new therapeutic approach to sensitize cancer cells to ferroptosis and apoptosis.Communicated by Ramaswamy H. Sarma.
Collapse
Affiliation(s)
| | - Krishna Kant Gupta
- School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, India
| | | | - Abhishek Ajmani
- Division of Cancer Research, Rajiv Gandhi Centre for Biotechnology (RGCB), Thiruvananthapuram, India
| | | | - Ruby John Anto
- Division of Cancer Research, Rajiv Gandhi Centre for Biotechnology (RGCB), Thiruvananthapuram, India
| | - Kalimuthu Kalishwaralal
- Division of Cancer Research, Rajiv Gandhi Centre for Biotechnology (RGCB), Thiruvananthapuram, India
| | - Sam Aldrin Chandran
- School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, India
| |
Collapse
|
11
|
Ansari WA, Rab SO, Saquib M, Sarfraz A, Hussain MK, Akhtar MS, Ahmad I, Khan MF. Pentafuhalol-B, a Phlorotannin from Brown Algae, Strongly Inhibits the PLK-1 Overexpression in Cancer Cells as Revealed by Computational Analysis. Molecules 2023; 28:5853. [PMID: 37570823 PMCID: PMC10421442 DOI: 10.3390/molecules28155853] [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: 06/20/2023] [Revised: 07/25/2023] [Accepted: 07/26/2023] [Indexed: 08/13/2023] Open
Abstract
Polo-like kinase-1 (PLK-1) is an essential mitotic serine/threonine (Ser/Thr) kinase that belongs to the Polo-like kinase (PLK) family and is overexpressed in non-small cell lung cancer (NSCLC) via promotion of cell division. Therefore, PLK-1 may act as a promising target for the therapeutic cure of various cancers. Although a variety of anti-cancer drugs, both synthetic and naturally occurring, such as volasertib, onvansertib, thymoquinone, and quercetin, are available either alone or in combination with other therapies, they have limited efficacy, especially in the advanced stages of cancer. To the best of our knowledge, no anticancer agent has been reported from marine algae or microorganisms to date. Thus, the aim of the present study is a high-throughput virtual screening of phlorotannins, obtained from edible brown algae, using molecular docking and molecular dynamic simulation analysis. Among these, Pentafuhalol-B (PtB) showed the lowest binding energy (best of triplicate runs) against the target protein PLK-1 as compared to the reference drug volasertib. Further, in MD simulation (best of triplicate runs), the PtB-PLK-1 complex displayed stability in an implicit water system through the formation of strong molecular interactions. Additionally, MMGBSA calculation (best of triplicate runs) was also performed to validate the PtB-PLK-1 complex binding affinities and stability. Moreover, the chemical reactivity of PtB towards the PLK-1 target was also optimised using density functional theory (DFT) calculations, which exhibited a lower HOMO-LUMO energy gap. Overall, these studies suggest that PtB binds strongly within the pocket sites of PLK-1 through the formation of a stable complex, and also shows higher chemical reactivity than the reference drug volasertib. The present study demonstrated the inhibitory nature of PtB against the PLK-1 protein, establishing its potential usefulness as a small molecule inhibitor for the treatment of different types of cancer.
Collapse
Affiliation(s)
- Waseem Ahmad Ansari
- Department of Biotechnology, Era’s Lucknow Medical College & Hospital, Era University, Sarfarazganj, Hardoi Road, Lucknow 226003, India; (W.A.A.)
- Department of Chemistry, Era University, Sarfarazganj, Hardoi Road, Lucknow 226003, India
| | - Safia Obaidur Rab
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, King Khalid University, Abha 62529, Saudi Arabia; (S.O.R.)
| | - Mohammad Saquib
- Department of Chemistry, University of Allahabad, Prayagraj 211002, India;
| | - Aqib Sarfraz
- Department of Biotechnology, Era’s Lucknow Medical College & Hospital, Era University, Sarfarazganj, Hardoi Road, Lucknow 226003, India; (W.A.A.)
| | - Mohd Kamil Hussain
- Department of Chemistry, Government Raza P.G. College, Rampur, M. J. P. Rohilkhand University, Bareilly 244901, India;
| | - Mohd Sayeed Akhtar
- Department of Botany, Gandhi Faiz-e-Aam College, Shahjahanpur 242001, India
| | - Irfan Ahmad
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, King Khalid University, Abha 62529, Saudi Arabia; (S.O.R.)
| | - Mohammad Faheem Khan
- Department of Biotechnology, Era’s Lucknow Medical College & Hospital, Era University, Sarfarazganj, Hardoi Road, Lucknow 226003, India; (W.A.A.)
- Department of Chemistry, Era University, Sarfarazganj, Hardoi Road, Lucknow 226003, India
| |
Collapse
|
12
|
Jabin A, Uddin MF, Al Azad S, Rahman A, Tabassum F, Sarker P, Morshed AKMH, Rahman S, Raisa FF, Sakib MR, Olive AH, Islam T, Tahsin R, Ahmed SZ, Biswas P, Habiba MU, Siddiquy M, Jafary M. Target-specificity of different amyrin subunits in impeding HCV influx mechanism inside the human cells considering the quantum tunnel profiles and molecular strings of the CD81 receptor: a combined in silico and in vivo study. In Silico Pharmacol 2023; 11:8. [PMID: 36999133 PMCID: PMC10052254 DOI: 10.1007/s40203-023-00144-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 02/11/2023] [Indexed: 03/31/2023] Open
Abstract
HCV is a hepatotropic RNA virus recognized for its frequent virulence and fatality worldwide. Despite many vaccine development programs underway, researchers are on a quest for natural bioactive compounds due to their multivalent efficiencies against viral infections, considering which the current research aimed to figure out the target-specificity and therapeutic potentiality of α, β, and δ subunits of amyrin, as novel bioactive components against the HCV influx mechanism. Initially, the novelty of amyrin subunits was conducted from 203 pharmacophores, comparing their in-silico pharmacokinetic and pharmacodynamic profiles. Besides, the best active site of CD81 was determined following the quantum tunneling algorithm. The molecular dynamic simulation was conducted (100 ns) following the molecular docking steps to reveal the parameters- RMSD (Å); Cα; RMSF (Å); MolSA (Å2); Rg (nm); PSA (Å); SASA (Å2), and the MM-GBSA dG binding scores. Besides, molecular strings of CD81, along with the co-expressed genes, were classified, as responsible for encoding CD81-mediated protein clusters during HCV infection, resulting in the potentiality of amyrins as targeted prophylactics in HCV infection. Finally, in vivo profiling of the oxidative stress marker, liver-specific enzymes, and antioxidant markers was conducted in the DMN-induced mice model, where β-amyrin scored the most significant values in all aspects.
Collapse
Affiliation(s)
- Anika Jabin
- grid.443020.10000 0001 2295 3329Department of Biochemistry and Microbiology, North South University, Dhaka, 1229 Bangladesh
| | - Mohammad Fahim Uddin
- grid.413273.00000 0001 0574 8737College of Material Science and Engineering, Zhejiang Sci-Tech University, Hangzhou, 310018 Zhejiang People’s Republic of China
| | - Salauddin Al Azad
- grid.258151.a0000 0001 0708 1323Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, 214122 Jiangsu Province People’s Republic of China
| | - Ashfaque Rahman
- grid.443020.10000 0001 2295 3329Department of Biochemistry and Microbiology, North South University, Dhaka, 1229 Bangladesh
| | - Fawzia Tabassum
- grid.412506.40000 0001 0689 2212Department of Genetic Engineering and Biotechnology, Shahjalal University of Science and Technology, Sylhet, 3114 Bangladesh
| | - Pritthy Sarker
- grid.443020.10000 0001 2295 3329Department of Biochemistry and Microbiology, North South University, Dhaka, 1229 Bangladesh
| | - A K M Helal Morshed
- grid.207374.50000 0001 2189 3846Pathology and Pathophysiology Major, Academy of Medical Science, Zhengzhou University, Zhengzhou City, 450001 Henan Province People’s Republic of China
| | - Samiur Rahman
- grid.443020.10000 0001 2295 3329Department of Biochemistry and Microbiology, North South University, Dhaka, 1229 Bangladesh
| | - Fatima Fairuz Raisa
- grid.52681.380000 0001 0746 8691Department of Electrical and Electronic Engineering, Brac University, Dhaka, 1212 Bangladesh
| | - Musfiqur Rahman Sakib
- grid.449329.10000 0004 4683 9733Department of Pharmacy, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, 8100 Bangladesh
| | - Abeer Hasan Olive
- grid.442996.40000 0004 0451 6987Department of Pharmacy, East West University, Dhaka, 1212 Bangladesh
| | - Tabassum Islam
- grid.442996.40000 0004 0451 6987Department of Computer Science and Engineering, East West University, Dhaka, 1212 Bangladesh
| | - Ramisha Tahsin
- grid.443020.10000 0001 2295 3329Department of Pharmaceutical Sciences, North South University, Dhaka, 1229 Bangladesh
| | - Shahlaa Zernaz Ahmed
- grid.443020.10000 0001 2295 3329Department of Biochemistry and Microbiology, North South University, Dhaka, 1229 Bangladesh
| | - Partha Biswas
- Department of Genetic Engineering and Biotechnology, Jashore University of Science and Technology, Jashore, 7408 Bangladesh
| | - Mst. Umme Habiba
- Data Science Research Unit, RPG Interface Lab, Jashore, 7400 Bangladesh
| | - Mahbuba Siddiquy
- grid.258151.a0000 0001 0708 1323State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122 Jiangsu Province People’s Republic of China
| | - Maryam Jafary
- grid.411705.60000 0001 0166 0922Division of Food Safety and Hygiene, Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, 1416634793 Iran
| |
Collapse
|
13
|
Islam S, Farjana M, Uddin MR, Akter S, Jabin A, Nafisa HTZ, Siraji S, Morshed AKMH, Rimti FH, Naim Z, Sakib M, Sarker P, Naznin S, Alam HI, Ema TI, Siddiquy M, Rahman MH. Molecular identification, characterization, and antagonistic activity profiling of Bacillus cereus LOCK 1002 along with the in-silico analysis of its presumptive bacteriocins. J Adv Vet Anim Res 2022; 9:663-675. [PMID: 36714520 PMCID: PMC9868795 DOI: 10.5455/javar.2022.i635] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 11/04/2022] [Accepted: 12/31/2022] [Indexed: 01/13/2023] Open
Abstract
Objectives This research aimed to isolate, identify, and characterize a new strain of Bacillus cereus through different molecular biology approaches so that it could be further studied for therapeutic purposes against selective enteric pathogens. Materials and Methods Pure isolates of B. cereus were prepared from buffalo yogurt samples in REMBA medium. Initially, the morphological, physiological, and biochemical properties were studied accordingly. Following the tests, the molecular identification for the strain identification was conducted through plasmid DNA extraction, PCR, agarose gel electrophoresis, and 16S rRNA sequencing up to 1.37 kb. Afterward, the antibiotic sensitivity [Epsilometer test (E-Test)] and antifungal activity were tested considering different concentrations. Being classified from the aforementioned tests, a comprehensive antimicrobial activity test was conducted using the cell-free-supernatant (CFS) of the test strain against selective enteric pathogens in humans in vitro. Besides, the different clusters of genes were identified and characterized for understanding the presumptive bacteriocins present in the CFS of the strain in silico, where molecular string properties were calculated. Finally, the evolutionary relationship among diversified bacteriocins synthesized by different Bacillus strains was studied to predict the CFS-containing bacteriocins of the new strain. Results Purified isolates of B. cereus were Gram-positive rods and showed significant tolerance (p < 0.0001) to different concentrations of pH, phenol, bile salt, and NaCl. 16S rRNA revealed the strain as LOCK 1002, which was strongly sensitive to all the antibiotics used and resistant to selective antifungal agents. The CFS of B. cereus LOCK 1002 was found to be a very promising antagonist to all the enteric pathogens used in the culture condition. Two gene clusters were predicted to be interconnected and responsible for different presumptive bacteriocins. Conclusion The newly identified LOCK 1002 can be a very potent strain of B. cereus in use as an antimicrobial agent for having different bacteriocin coding gene clusters.
Collapse
Affiliation(s)
- Samarth Islam
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| | - Mithila Farjana
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, USA,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| | - Muhammad Ramiz Uddin
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, USA,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| | - Sharmin Akter
- Department of Biology, Indiana State University, Terre Haute, IN, USA,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| | - Anika Jabin
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| | | | - Siam Siraji
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh
| | - A K M Helal Morshed
- Pathology and Pathophysiology Major, Academy of Medical Science, Zhengzhou University, Zhengzhou, China,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| | - Fahmida Hoque Rimti
- Bachelor of Medicine and Bachelor of Surgery, Chittagong Medical College, Chattogram, Bangladesh,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| | - Zannatul Naim
- Department of Animal Production and Management, Sher-e-Bangla Agricultural University, Dhaka, Bangladesh
| | - Mohiuddin Sakib
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh
| | - Pallab Sarker
- Department of Medicine, Sher-E-Bangla Medical College Hospital, Dhaka, Bangladesh
| | - Sabiha Naznin
- Department of Biomedical Engineering, Military Institute of Science and Technology, Dhaka, Bangladesh
| | | | - Tanzila Ismail Ema
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| | - Mahbuba Siddiquy
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, China
| | - Mohammad Habibur Rahman
- Vaccinology Lab, Department of Microbiology and Hygiene, Bangladesh Agricultural University, Mymensingh, Bangladesh,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| |
Collapse
|
14
|
In Vitro, In Silico and Network Pharmacology Mechanistic Approach to Investigate the α-Glucosidase Inhibitors Identified by Q-ToF-LCMS from Phaleria macrocarpa Fruit Subcritical CO 2 Extract. Metabolites 2022; 12:metabo12121267. [PMID: 36557305 PMCID: PMC9783102 DOI: 10.3390/metabo12121267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 11/30/2022] [Accepted: 12/05/2022] [Indexed: 12/23/2022] Open
Abstract
The fruit of Phaleria macrocarpa have been traditionally used as an antidiabetic remedy in Malaysia and neighbouring countries. Despite its potential for diabetes treatment, no scientific study has ever been conducted to predict the inhibitor interaction of the protein α-glucosidase identified in an extract prepared with a non-conventional extraction technique. Hence, the major aim of this research was to evaluate the in vitro antioxidant, the α-glucosidase inhibitors, and the molecular dynamic simulations of the α-glucosidase inhibitors identified by Quadrupole Time-of-Flight Liquid Chromatography Mass Spectrometry (Q-ToF-LCMS) analysis. Initially, dry fruit were processed using non-conventional and conventional extraction methods to obtain subcritical carbon dioxide extracts (SCE-1 and SCE-2) and heating under reflux extract (HRE), respectively. Subsequently, all extracts were evaluated for their in vitro antioxidative and α-glucosidase inhibitory potentials. Subsequently, the most bioactive extract (SCE-2) was subjected to Q-ToF-LCMS analysis to confirm the presence of α-glucosidase inhibitors, which were then analysed through molecular dynamic simulations and network pharmacology approaches to confirm their possible mechanism of action. The highest inhibitory effects of the 2,2-diphenyl-1-picrylhydrazyl (DPPH) radical and α-glucosidase on SCE-2 was found as 75.36 ± 0.82% and 81.79 ± 0.82%, respectively, compared to the SCE-1 and HRE samples. The Q-ToF-LCMS analysis tentatively identified 14 potent α-glucosidase inhibitors. Finally, five identified compounds, viz., lupenone, swertianolin, m-coumaric acid, pantothenic acid, and 8-C-glucopyranosyleriodictylol displayed significant stability, compactness, stronger protein-ligand interaction up to 100 ns further confirming their potential as α-glucosidase inhibitors. Consequently, it was concluded that the SCE-2 possesses a strong α-glucosidase inhibitory effect due to the presence of these compounds. The findings of this study might prove useful to develop these compounds as alternative safe α-glucosidase inhibitors to manage diabetes more effectively.
Collapse
|
15
|
Employment-related musculoskeletal complications experienced by the physical therapists in Bangladesh: a comprehensive cross-sectional case study. BULLETIN OF FACULTY OF PHYSICAL THERAPY 2022. [DOI: 10.1186/s43161-022-00096-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Dentists, nurses, and physical therapists have all been associated with an increased risk of work-related diseases. The findings of studies in these different occupations might aid in the development of preventative measures. In Bangladesh, however, no comparable evidence has been recorded among physical therapists. The study’s goal was to find out the prevalence of work-related physical problems at different anatomical locations, as well as the link between these disorders and treatment strategies across Bangladeshi physical therapists.
Methods
A physical and online survey of Bangladeshi physical therapists was done. A total of 300 questionnaires were given out, with work-related discomfort or pain detected in nine locations of the body: (1) neck, (2) shoulder, (3) elbow, (4) wrists, (5) upper back, (6) lumbar, (7) thighs, (8) knee, and (9) ankle.
Results
85.5% of Bangladeshi physical therapists suffer musculoskeletal problems, according to the results of this research. The neck (25.7%), lower back (15.2%), elbow (12.3%), ankle (8.6%), and shoulder (8.6%) were the most often affected locations (7.1%). Upper back (3.0%) and hips (2.2%) ailments had the lowest prevalence.
Conclusion
Work-related musculoskeletal illnesses were common among the Bangladeshi physical therapists, especially in their neck, lower back, elbow, and ankle regions.
Collapse
|
16
|
Ferdausi N, Islam S, Rimti FH, Quayum ST, Arshad EM, Ibnat A, Islam T, Arefin A, Ema TI, Biswas P, Dey D, Azad SA. Point-specific interactions of isovitexin with the neighboring amino acid residues of the hACE2 receptor as a targeted therapeutic agent in suppressing the SARS-CoV-2 influx mechanism. J Adv Vet Anim Res 2022; 9:230-240. [PMID: 35891654 PMCID: PMC9298103 DOI: 10.5455/javar.2022.i588] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Revised: 04/12/2022] [Accepted: 04/14/2022] [Indexed: 12/02/2022] Open
Abstract
Objective: Despite the development of several vaccines against severe acute respiratory syndrome coronavirus-2, the need for an additional prophylactic agent is evident. In recent in silico studies, isovitexin exhibited a higher binding affinity against the human angiotensin converting-enzyme 2 (hACE2) receptor than existing antiviral drugs. The research aimed to find out the point specificity of isovitexin for the hACE2 receptor and to assess its therapeutic potential, depending on the stability of the isovitexin–hACE2 complex. Materials and Methods: The pharmacokinetic profile of isovitexin was analyzed. The crystal structure of the hACE2 receptor and the ligand isovitexin were docked to form a ligand–protein complex following molecular optimization. To determine the isovitexin–hACE2 complex stability, their binding affinity, hydrogen bonding, and hydrophobic interactions were studied. Lastly, the root mean square deviation (RMSD), root mean square fluctuation, solvent accessible surface area, molecular surface area, radius of gyration (Rg), polar surface area, and principal component analysis values were found by simulating the complex with molecular dynamic (MD). Results: The predicted Lethal dose50 for isovitexin was 2.56 mol/kg, with an acceptable maximum tolerated dose and no hepatotoxicity or AMES toxicity. Interactions with the amino acid residues Thr371, Asp367, Glu406, Pro346, His345, Phe274, Tyr515, Glu375, Thr347, Glu402, and His374 of the hACE2 protein were required for the high binding affinity and specificity of isovitexin. Based on what was learned from the MD simulation, the hACE2 receptor-blocking properties of isovitexin were looked at. Conclusions: Isovitexin is a phytochemical with a reasonable bioactivity and safety profile for use in humans, and it can potentially be used as a hACE2-specific therapeutic to inhibit COVID-19 infection.
Collapse
Affiliation(s)
- Nourin Ferdausi
- Biochemistry and Molecular Biology, University of Dhaka, Dhaka, Bangladesh
| | - Samarth Islam
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh
| | - Fahmida Hoque Rimti
- Bachelor of Medicine and Surgery, Chittagong Medical College, Chittagong, Bangladesh
| | - Syeda Tasnim Quayum
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh
| | - Efat Muhammad Arshad
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh
| | - Aashian Ibnat
- Department of Pharmaceutical Sciences, North South University, Dhaka, Bangladesh
| | - Tamnia Islam
- Wolfson Institute for Biomedical Research, Division of Medicine, University College London, London, United Kingdom.,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| | - Adittya Arefin
- Wolfson Institute for Biomedical Research, Division of Medicine, University College London, London, United Kingdom.,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| | - Tanzila Ismail Ema
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh.,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| | - Partha Biswas
- Department of Genetic Engineering and Biotechnology, Jashore University of Science and Technology, Jashore, Bangladesh.,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| | - Dipta Dey
- Department of Biochemistry and Molecular Biology, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, Bangladesh.,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| | - Salauddin Al Azad
- Fermentation Engineering Major, School of Biotechnology, Jiangnan University, Wuxi, PR China.,Immunoinformatics and Vaccinomics Research Unit, RPG Interface Lab, Jashore, Bangladesh
| |
Collapse
|