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Shah SZ, Jabbar B, Mirza MU, Waqas M, Aziz S, Halim SA, Ali A, Rafique S, Idrees M, Khalid A, Abdalla AN, Khan A, Al-Harrasi A. An Immunoinformatics Approach to Design a Potent Multi-Epitope Vaccine against Asia-1 Genotype of Crimean-Congo Haemorrhagic Fever Virus Using the Structural Glycoproteins as a Target. Vaccines (Basel) 2022; 11:61. [PMID: 36679906 PMCID: PMC9867508 DOI: 10.3390/vaccines11010061] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 12/15/2022] [Accepted: 12/22/2022] [Indexed: 12/29/2022] Open
Abstract
Crimean-Congo haemorrhagic fever (CCHF), caused by Crimean-Congo haemorrhagic fever virus (CCHFV), is a disease of worldwide importance (endemic yet not limited to Asia, Middle East, and Africa) and has triggered several outbreaks amounting to a case fatality rate of 10-40% as per the World Health Organization. Genetic diversity and phylogenetic data revealed that the Asia-1 genotype of CCHFV remained dominant in Pakistan, where 688 confirmed cases were reported between the 2012-2022 period. Currently, no approved vaccine is available to tackle the viral infection. Epitope-based vaccine design has gained significant attention in recent years due to its safety, timeliness, and cost efficiency compared to conventional vaccines. In the present study, we employed a robust immunoinformatics-based approach targeting the structural glycoproteins G1 and G2 of CCHFV (Asia-1 genotype) to design a multi-epitope vaccine construct. Five B-cells and six cytotoxic T-lymphocytes (CTL) epitopes were mapped and finalized from G1 and G2 and were fused with suitable linkers (EAAAK, GGGS, AAY, and GPGPG), a PADRE sequence (13 aa), and an adjuvant (50S ribosomal protein L7/L12) to formulate a chimeric vaccine construct. The selected CTL epitopes showed high affinity and stable binding with the binding groove of common human HLA class I molecules (HLA-A*02:01 and HLA-B*44:02) and mouse major histocompatibility complex class I molecules. The chimeric vaccine was predicted to be an antigenic, non-allergenic, and soluble molecule with a suitable physicochemical profile. Molecular docking and molecular dynamics simulation indicated a stable and energetically favourable interaction between the constructed antigen and Toll-like receptors (TLR2, TLR3, and TLR4). Our results demonstrated that innate, adaptive, and humoral immune responses could be elicited upon administration of such a potent muti-epitope vaccine construct. These results could be helpful for an experimental vaccinologist to develop an effective vaccine against the Asia-1 genotype of CCHFV.
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Affiliation(s)
- Syed Zawar Shah
- Centre of Excellence in Molecular Biology, University of the Punjab, Lahore 53700, Pakistan
| | - Basit Jabbar
- Centre of Excellence in Molecular Biology, University of the Punjab, Lahore 53700, Pakistan
| | - Muhammad Usman Mirza
- Department of Chemistry and Biochemistry, University of Windsor, Windsor, ON N9B 3P4, Canada
| | - Muhammad Waqas
- Department of Biotechnology and Genetic Engineering, Hazara University Mansehra, Mansehra 21120, Pakistan
- Natural and Medical Sciences Research Center, University of Nizwa, Birkat-ul-Mouz 616, Oman
| | - Shahkaar Aziz
- Institute of Biotechnology and Genetic Engineering, The University of Agriculture, Peshawar 25130, Pakistan
| | - Sobia Ahsan Halim
- Natural and Medical Sciences Research Center, University of Nizwa, Birkat-ul-Mouz 616, Oman
| | - Amjad Ali
- Department of Biotechnology and Genetic Engineering, Hazara University Mansehra, Mansehra 21120, Pakistan
| | - Shazia Rafique
- Centre of Excellence in Molecular Biology, University of the Punjab, Lahore 53700, Pakistan
| | - Muhammad Idrees
- Centre of Excellence in Molecular Biology, University of the Punjab, Lahore 53700, Pakistan
| | - Asaad Khalid
- Substance Abuse and Toxicology Research Center, Jazan University, P.O. Box 114, Jazan 45142, Saudi Arabia
- Medicinal and Aromatic Plants and Traditional Medicine Research Institute, National Center for Research, P.O. Box 2404, Khartoum 11111, Sudan
| | - Ashraf N. Abdalla
- Department of Pharmacology and Toxicology, College of Pharmacy, Umm Al-Qura University, Makkah 21955, Saudi Arabia
| | - Ajmal Khan
- Natural and Medical Sciences Research Center, University of Nizwa, Birkat-ul-Mouz 616, Oman
| | - Ahmed Al-Harrasi
- Natural and Medical Sciences Research Center, University of Nizwa, Birkat-ul-Mouz 616, Oman
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Esam Z, Akhavan M, Lotfi M, Bekhradnia A. Synthesis and In Silico Investigation of Isatin-Based Schiff Bases as Potential Inhibitors for Promising Targets against SARS-CoV-2. ChemistrySelect 2022; 7:e202201983. [PMID: 36718466 PMCID: PMC9878032 DOI: 10.1002/slct.202201983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 09/13/2022] [Indexed: 12/14/2022]
Abstract
Despite the significant development in vaccines and therapeutics cocktails, there is no specific treatment available for coronavirus disease 2019 (COVID-19), caused by the new severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Targeting the main protease (Mpro) of SARS-CoV-2, which possesses a key role in producing the essential viral structural and functional proteins, can be considered an efficient way to control this potentially lethal infection. Recently, some of Michael acceptor-pharmacophore containing inhibitors have been suggested as successful suppressors of the main protease. Here, we synthesized the Isatin-based Schiff bases possessing the structural pattern of a Michael acceptor-like portion employing synthesis procedures. In silico investigation of these compounds was not limited to the main protease. We have also evaluated their possible inhibitory activity against the other identified druggable targets using homology modeling, molecular docking, and molecular dynamics simulations. Our investigations revealed that the dimethyl biguanide carrying Schiff bases of Isatin-derivatives have the best binding mode and interaction energy. The dimethyl biguanide moiety-containing compounds have formed promising interactions with the key amino acid residues Cys145 and HIS41 of Mpro with a binding free energy of -7.6 kcal/mol which was lower than the positive control compound Carmofur (-6.3 kcal/mol). It also leads to the higher affinity and the much inhibitory potential against the SARS-CoV-2 RdRp and Spike glycoproteins, human TMPRSS2, and ACE2 receptors.
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Affiliation(s)
- Zohreh Esam
- Pharmaceutical Sciences Research CenterDepartment of Medicinal ChemistryFaculty of PharmacyMazandaran University of Medical SciencesSariIran
| | - Malihe Akhavan
- Pharmaceutical Sciences Research CenterDepartment of Medicinal ChemistryFaculty of PharmacyMazandaran University of Medical SciencesSariIran
| | - Maryam Lotfi
- The Multiscale Modeling Lab, ITQB NOVAAv. da Republica2780-157OeirasPortugal
| | - Ahmadreza Bekhradnia
- Pharmaceutical Sciences Research CenterDepartment of Medicinal ChemistryFaculty of PharmacyMazandaran University of Medical SciencesSariIran
- Department of chemistry and biochemistry103CBBMontana State UniversityBozemanMT59717USA
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Aamir M, Singh VK, Dubey MK, Meena M, Kashyap SP, Katari SK, Upadhyay RS, Umamaheswari A, Singh S. In silico Prediction, Characterization, Molecular Docking, and Dynamic Studies on Fungal SDRs as Novel Targets for Searching Potential Fungicides Against Fusarium Wilt in Tomato. Front Pharmacol 2018; 9:1038. [PMID: 30405403 PMCID: PMC6204350 DOI: 10.3389/fphar.2018.01038] [Citation(s) in RCA: 52] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2017] [Accepted: 08/27/2018] [Indexed: 12/31/2022] Open
Abstract
Vascular wilt of tomato caused by Fusarium oxysporum f.sp. lycopersici (FOL) is one of the most devastating diseases, that delimits the tomato production worldwide. Fungal short-chain dehydrogenases/reductases (SDRs) are NADP(H) dependent oxidoreductases, having shared motifs and common functional mechanism, have been demonstrated as biochemical targets for commercial fungicides. The 1,3,6,8 tetra hydroxynaphthalene reductase (T4HNR) protein, a member of SDRs family, catalyzes the naphthol reduction reaction in fungal melanin biosynthesis. We retrieved an orthologous member of T4HNR, (complexed with NADP(H) and pyroquilon from Magnaporthe grisea) in the FOL (namely; FOXG_04696) based on homology search, percent identity and sequence similarity (93% query cover; 49% identity). The hypothetical protein FOXG_04696 (T4HNR like) had conserved T-G-X-X-X-G-X-G motif (cofactor binding site) at N-terminus, similar to M. grisea (1JA9) and Y-X-X-X-K motif, as a part of the active site, bearing homologies with two fungal keto reductases T4HNR (M. grisea) and 17-β-hydroxysteroid dehydrogenase from Curvularia lunata (teleomorph: Cochliobolus lunatus PDB ID: 3IS3). The catalytic tetrad of T4HNR was replaced with ASN115, SER141, TYR154, and LYS158 in the FOXG_04696. The structural alignment and superposition of FOXG_04696 over the template proteins (3IS3 and 1JA9) revealed minimum RMSD deviations of the C alpha atomic coordinates, and therefore, had structural conservation. The best protein model (FOXG_04696) was docked with 37 fungicides, to evaluate their binding affinities. The Glide XP and YASARA docked complexes showed discrepancies in results, for scoring and ranking the binding affinities of fungicides. The docked complexes were further refined and rescored from their docked poses through 50 ns long MD simulations, and binding free energies (ΔGbind) calculations, using MM/GBSA analysis, revealed Oxathiapiprolin and Famoxadone as better fungicides among the selected one. However, Famoxadone had better interaction of the docked residues, with best protein ligand contacts, minimum RMSD (high accuracy of the docking pose) and RMSF (structural integrity and conformational flexibility of docking) at the specified docking site. The Famoxadone was found to be acceptable based on in silico toxicity and in vitro growth inhibition assessment. We conclude that the FOXG_04696, could be employed as a novel candidate protein, for structure-based design, and screening of target fungicides against the FOL pathogen.
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Affiliation(s)
- Mohd Aamir
- Laboratory of Mycopathology and Microbial Technology, Centre of Advanced Study in Botany, Institute of Science, Banaras Hindu University, Varanasi, India
| | - Vinay Kumar Singh
- Centre for Bioinformatics, School of Biotechnology, Institute of Science, Banaras Hindu University, Varanasi, India
| | - Manish Kumar Dubey
- Laboratory of Mycopathology and Microbial Technology, Centre of Advanced Study in Botany, Institute of Science, Banaras Hindu University, Varanasi, India
| | - Mukesh Meena
- Laboratory of Mycopathology and Microbial Technology, Centre of Advanced Study in Botany, Institute of Science, Banaras Hindu University, Varanasi, India.,Department of Botany, University College of Science, Mohanlal Sukhadia University, Udaipur, India
| | - Sarvesh Pratap Kashyap
- Division of Crop Improvement and Biotechnology, Indian Institute of Vegetable Research, Indian Council of Agricultural Research (ICAR), Varanasi, India
| | - Sudheer Kumar Katari
- Bioinformatics Centre, Department of Bioinformatics, Sri Venkateswara Institute of Medical Sciences University, Tirupati, India
| | - Ram Sanmukh Upadhyay
- Laboratory of Mycopathology and Microbial Technology, Centre of Advanced Study in Botany, Institute of Science, Banaras Hindu University, Varanasi, India
| | - Amineni Umamaheswari
- Bioinformatics Centre, Department of Bioinformatics, Sri Venkateswara Institute of Medical Sciences University, Tirupati, India
| | - Surendra Singh
- Laboratory of Mycopathology and Microbial Technology, Centre of Advanced Study in Botany, Institute of Science, Banaras Hindu University, Varanasi, India
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Tanguay P, Tangen K, Breuil C. Identifying Pigmentation-Related Genes in Ophiostoma piceae Using Agrobacterium-Mediated Integration. PHYTOPATHOLOGY 2007; 97:1040-1048. [PMID: 18944168 DOI: 10.1094/phyto-97-9-1040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
ABSTRACT Wood sapstain, a cosmetic defect that results in significant economical loss to forest-products industries, is caused by mycelial melanization of the wood-colonizing ophiostomatoid fungi. To improve our understanding of how melanin biosynthesis is regulated in the cosmopolitan sapstaining fungus, Ophiostoma piceae, we used insertional mutagenesis. Insertional mutants were generated by restriction enzyme-mediated integration (REMI) and Agrobacterium-mediated integration (AMI). We screened 1,053 REMI and 1,083 AMI transformants and found 30 mutants with impaired growth or pigmentation. We characterized four AMI transformants in more detail, in which the T-DNA integrated at a single locus. The albino mutant TOPA45 had incorporated the T-DNA in a polyketide synthase gene (PKS1). The mutants TOPA1 and TOPA1076 displayed reduced pigmentation. In TOPA1, the T-DNA was inserted into a gene that encodes a putative protein kinase activator whereas, for TOPA1076, it was inserted into a gene that encodes a protein with unknown function. Finally, the vegetative hyphae of mutant TOPA814 were not melanized, whereas the synnemata displayed the same level of pigmentation as the wild type. In the TOPA814 mutant, segregation analysis revealed that the mutant phenotype was not linked to the T-DNA insertion locus but to a translocation from the PIG1 locus to the left border of the T-DNA. The protein predicted for the PIG1 locus had a middle homology region that was specific to fungal transcription factors.
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Tanguay P, Loppnau P, Morin C, Bernier L, Breuil C. A spontaneous albino mutant of Ceratocystis resinifera results from a point mutation in the polyketide synthase gene, PKS1. Can J Microbiol 2006; 52:501-7. [PMID: 16788717 DOI: 10.1139/w05-150] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
We characterized a spontaneous albino mutant of Ceratocystis resinifera. Compared with the wild-type progenitor strain, the albino mutant had a reduced linear growth on culture medium, but its growth on lodgepole pine sapwood was unaffected. The albino mutant did not produce any coloured pigment on agar media or wood. However, upon exposure to exogenous scytalone, an intermediate metabolite of the melanin pathway, the production of a brownish melanin was restored. This suggests that the albino phenotype resulted from a mutation affecting the melanin synthesis pathway, upstream of the scytalone synthesis step. Melanin production was restored in the mutant by transforming it with a wild-type copy of the Ceratocystis resinifera polyketide synthase gene, PKS1. The complemented transformants produced melanin, indicating that the PKS1 gene was defective in the albino mutant. Sequence analysis revealed that the PKS1 allele found in the albino contained a single point mutation that resulted in an amino acid change from serine to proline at the 3' end of the beta-ketoacyl synthase motif.
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Affiliation(s)
- P Tanguay
- Department of Wood Science, The University of British Columbia, Vancouver, Canada
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Dogra N, Breuil C. Suppressive subtractive hybridization and differential screening identified genes differentially expressed in yeast and mycelial forms of Ophiostoma piceae. FEMS Microbiol Lett 2004. [DOI: 10.1111/j.1574-6968.2004.tb09753.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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Kihara J, Moriwaki A, Ito M, Arase S, Honda Y. Expression of THR1, a 1,3,8-Trihydroxynaphthalene Reductase Gene Involved in Melanin Biosynthesis in the Phytopathogenic Fungus Bipolaris oryzae, is Enhanced by Near-Ultraviolet Radiation. ACTA ACUST UNITED AC 2004; 17:15-23. [PMID: 14717841 DOI: 10.1046/j.1600-0749.2003.00102.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
1,3,8-Trihydroxynaphthalene (1,3,8-THN) reductase is involved in the production of fungal dihydroxynaphthalene (DHN) melanin. We isolated and characterized THR1, a gene encoding 1,3,8-THN reductase, from the phytopathogenic fungus Bipolaris oryzae. Sequence analysis showed that THR1 encodes a putative protein of 267 amino acids having a molecular weight of 28.5 kDa and 68-98% sequence identity to other fungal 1,3,8-THN reductases. Targeted disruption of the THR1 gene showed that it is essential for melanin biosynthesis in B. oryzae. Northern blot analysis showed that THR1 transcripts are constitutively expressed during normal growth but are specifically enhanced by near-ultraviolet (NUV) radiation in a dose-dependent manner. These results indicate that THR1 expression is transcriptionally enhanced by NUV radiation in B. oryzae.
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Affiliation(s)
- Junichi Kihara
- Faculty of Life and Environmental Science, Shimane University, Matsue, Shimane, Japan.
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Loppnau P, Tanguay P, Breuil C. Isolation and disruption of the melanin pathway polyketide synthase gene of the softwood deep stain fungus Ceratocystis resinifera. Fungal Genet Biol 2004; 41:33-41. [PMID: 14643257 DOI: 10.1016/j.fgb.2003.08.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Ceratocystis resinifera hyphae produce a black melanin pigment causing a deep stain in softwood logs. We exploited the homology of polyketide synthases to clone PKS1, a gene responsible for dihydroxynaphthalene-melanin biosynthesis in C. resinifera. Sequence analysis indicated that PKS1 has two introns near its 5(') end and encodes a 2188-amino acid polypeptide with five functional domains: beta-ketoacyl synthase, acyl transferase, two acyl carrier proteins and a thioesterase/Claisen cyclase. A gene disruption construct designed to replace a portion of PKS1 with a hygromycin resistance cassette was transformed into C. resinifera through Agrobacterium tumefaciens-mediated transformation. PKS1 null mutants had an albino phenotype, and pigmentation was restored by the addition of scytalone, a melanin pathway intermediate. The disruption of PKS1 and restoration of pigmentation with scytalone confirmed the presence of a dihydroxynaphthalene-melanin pathway in C. resinifera. The transformation method described in this paper is the first reported for a Ceratocystis species.
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Affiliation(s)
- Peter Loppnau
- Department of Wood Science, The University of British Columbia, 4042-2424 Main Mall, Vancouver, BC V6T 1Z4, Canada
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Tanguay P, Breuil C. Transforming the sapstaining fungus Ophiostoma piceae with Agrobacterium tumefaciens. Can J Microbiol 2003; 49:301-4. [PMID: 12897840 DOI: 10.1139/w03-036] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A transformation protocol mediated by Agrobacterium tumefaciens is described for the sapstaining fungus Ophiostoma piceae. We compared transformants obtained from Agrobacterium with those obtained from yeast-like cells made into spheroplasts and treated with CaCl2. For all putative transformants analyzed, Southern hybridization confirmed that the hygromycin resistance gene had been integrated into the genomic DNA. While all transformants obtained from the treated spheroplasts had multiple copy vector insertion, 85% of the Agrobacterium-mediated transformants had single copy vector insertion.
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Affiliation(s)
- Philippe Tanguay
- Department of Wood Science, University of British Columbia, Vancouver, Canada
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Inhibitors and genetic analysis of scytalone dehydratase confirm the presence of DHN-melanin pathway in sapstain fungi. ACTA ACUST UNITED AC 2002. [DOI: 10.1017/s0953756202006664] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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