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Devi YD, Devi A, Gogoi H, Dehingia B, Doley R, Buragohain AK, Singh CS, Borah PP, Rao CD, Ray P, Varghese GM, Kumar S, Namsa ND. Exploring rotavirus proteome to identify potential B- and T-cell epitope using computational immunoinformatics. Heliyon 2020; 6:e05760. [PMID: 33426322 PMCID: PMC7779714 DOI: 10.1016/j.heliyon.2020.e05760] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 11/02/2020] [Accepted: 12/14/2020] [Indexed: 11/28/2022] Open
Abstract
Rotavirus is the most common cause of acute gastroenteritis in infants and children worldwide. The functional correlation of B- and T-cells to long-lasting immunity against rotavirus infection in the literature is limited. In this work, a series of computational immuno-informatics approaches were applied and identified 28 linear B-cells, 26 conformational B-cell, 44 TC cell and 40 TH cell binding epitopes for structural and non-structural proteins of rotavirus. Further selection of putative B and T cell epitopes in the multi-epitope vaccine construct was carried out based on immunogenicity, conservancy, allergenicity and the helical content of predicted epitopes. An in-silico vaccine constructs was developed using an N-terminal adjuvant (RGD motif) followed by TC and TH cell epitopes and B-cell epitope with an appropriate linker. Multi-threading models of multi-epitope vaccine construct with B- and T-cell epitopes were generated and molecular dynamics simulation was performed to determine the stability of designed vaccine. Codon optimized multi-epitope vaccine antigens was expressed and affinity purified using the E. coli expression system. Further the T cell epitope presentation assay using the recombinant multi-epitope constructs and the T cell epitope predicted and identified in this study have not been investigated. Multi-epitope vaccine construct encompassing predicted B- and T-cell epitopes may help to generate long-term immune responses against rotavirus. The computational findings reported in this study may provide information in developing epitope-based vaccine and diagnostic assay for rotavirus-led diarrhea in children's.
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Affiliation(s)
- Yengkhom Damayanti Devi
- Department of Molecular Biology and Biotechnology, Tezpur University, Napaam 784 028, Assam, India
| | - Arpita Devi
- Department of Molecular Biology and Biotechnology, Tezpur University, Napaam 784 028, Assam, India
| | - Hemanga Gogoi
- Department of Molecular Biology and Biotechnology, Tezpur University, Napaam 784 028, Assam, India
| | - Bondita Dehingia
- Department of Molecular Biology and Biotechnology, Tezpur University, Napaam 784 028, Assam, India
| | - Robin Doley
- Department of Molecular Biology and Biotechnology, Tezpur University, Napaam 784 028, Assam, India
| | | | - Ch Shyamsunder Singh
- Department of Paediatrics, Regional Institute of Medical Sciences, Imphal, India
| | - Partha Pratim Borah
- Department of Paediatrics and Neonatology, Pratiksha Hospital, Guwahati, India
| | - C Durga Rao
- School of Liberal Arts and Basic Sciences, SRM University AP, Amaravati, India
| | - Pratima Ray
- Department of Biotechnology, Jamia Hamdard, Delhi, India
| | - George M Varghese
- Department of Infectious Diseases, Christian Medical College, Vellore, India
| | - Sachin Kumar
- Department of Biosciences and Bioengineering, Indian Institute of Technology, Guwahati, India
| | - Nima D Namsa
- Department of Molecular Biology and Biotechnology, Tezpur University, Napaam 784 028, Assam, India
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Dedkov VG, Dolgova AS, Safonova MV, Samoilov AE, Belova OA, Kholodilov IS, Matsvay AD, Speranskaya AS, Khafizov K, Karganova GG. Isolation and characterization of Wad Medani virus obtained in the tuva Republic of Russia. Ticks Tick Borne Dis 2020; 12:101612. [PMID: 33291056 DOI: 10.1016/j.ttbdis.2020.101612] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2020] [Revised: 11/05/2020] [Accepted: 11/11/2020] [Indexed: 10/22/2022]
Abstract
Wad Medani virus (WMV) belongs to the genus Orbivirus and is a poorly studied arbovirus with unclear medical significance. Presently, a limited number of WMV strains are characterized and available in NCBI GenBank, some isolated many years ago. A new WMV strain was isolated in 2012 from Dermacentor nuttalli ticks collected from sheep in the Tuva Republic, Russia, and sequenced using high-throughput methods. Complete coding sequences were obtained revealing signs of multiple intersegment reassortments. These point to a high variability potential in WMV that may lead to the formation of strains with novel properties. These new data on WMV can promote better understanding of: ecological features of its circulation; relationships within the genus Orbivirus; and the medical significance of the virus.
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Affiliation(s)
- Vladimir G Dedkov
- Saint-Petersburg Pasteur Institute, Federal Service on Consumers' Rights Protection and Human Well-Being Surveillance, Saint-Petersburg, Russia; Martsinovsky Institute of Medical Parasitology, Tropical and Vector Borne Diseases, Sechenov First Moscow State Medical University, Moscow, Russia.
| | - Anna S Dolgova
- Saint-Petersburg Pasteur Institute, Federal Service on Consumers' Rights Protection and Human Well-Being Surveillance, Saint-Petersburg, Russia
| | - Marina V Safonova
- Anti-Plague Center, Federal Service on Consumers' Rights Protection and Human Well-Being Surveillance, Moscow, Russia
| | - Andrei E Samoilov
- Saint-Petersburg Pasteur Institute, Federal Service on Consumers' Rights Protection and Human Well-Being Surveillance, Saint-Petersburg, Russia; Central Research Institute for Epidemiology, Federal Service on Consumers' Rights Protection and Human Well-Being Surveillance, Moscow, Russia
| | - Oxana A Belova
- Chumakov Institute of Poliomyelitis and Viral Encephalitides FSBSI Chumakov FSC R&D IBP RAS, Moscow, Russia
| | - Ivan S Kholodilov
- Chumakov Institute of Poliomyelitis and Viral Encephalitides FSBSI Chumakov FSC R&D IBP RAS, Moscow, Russia
| | - Alina D Matsvay
- FSBI "Center of Strategic Planning" of the Ministry of Health, Moscow, Russia; Moscow Institute of Physics and Technology, National Research University, Dolgoprudny, Russia
| | - Anna S Speranskaya
- Central Research Institute for Epidemiology, Federal Service on Consumers' Rights Protection and Human Well-Being Surveillance, Moscow, Russia
| | - Kamil Khafizov
- Central Research Institute for Epidemiology, Federal Service on Consumers' Rights Protection and Human Well-Being Surveillance, Moscow, Russia; Moscow Institute of Physics and Technology, National Research University, Dolgoprudny, Russia
| | - Galina G Karganova
- Chumakov Institute of Poliomyelitis and Viral Encephalitides FSBSI Chumakov FSC R&D IBP RAS, Moscow, Russia; Institute for Translational Medicine and Biotechnology, Sechenov First Moscow State Medical University, Moscow, Russia
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Feger G, Angelov B, Angelova A. Prediction of Amphiphilic Cell-Penetrating Peptide Building Blocks from Protein-Derived Amino Acid Sequences for Engineering of Drug Delivery Nanoassemblies. J Phys Chem B 2020; 124:4069-4078. [PMID: 32337991 DOI: 10.1021/acs.jpcb.0c01618] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Amphiphilic molecules, forming self-assembled nanoarchitectures, are typically composed of hydrophobic and hydrophilic domains. Peptide amphiphiles can be designed from two, three, or four building blocks imparting novel structural and functional properties and affinities for interaction with cellular membranes or intracellular organelles. Here we present a combined numerical approach to design amphiphilic peptide scaffolds that are derived from the human nuclear Ki-67 protein. Ki-67 acts, like a biosurfactant, as a steric and electrostatic charge barrier against the collapse of mitotic chromosomes. The proposed predictive design of new Ki-67 protein-derived amphiphilic amino acid sequences exploits the computational outcomes of a set of web-accessible predictors, which are based on machine learning methods. The ensemble of such artificial intelligence algorithms, involving support vector machine (SVM), random forest (RF) classifiers, and neural networks (NN), enables the nanoengineering of a broad range of innovative peptide materials for therapeutic delivery in various applications. Amphiphilic cell-penetrating peptides (CPP), derived from natural protein sequences, may spontaneously form self-assembled nanocarriers characterized by enhanced cellular uptake. Thanks to their inherent low immunogenicity, they may enable the safe delivery of therapeutic molecules across the biological barriers.
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Affiliation(s)
- Guillaume Feger
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay UMR8612, F-92296 Châtenay-Malabry, France
| | - Borislav Angelov
- Institute of Physics, ELI Beamlines, Academy of Sciences of the Czech Republic, Na Slovance 2, CZ-18221 Prague, Czech Republic
| | - Angelina Angelova
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay UMR8612, F-92296 Châtenay-Malabry, France
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Isaacs S, Harté E, Alves ID, Abdulhalim I. Improved Detection of Plasmon Waveguide Resonance Using Diverging Beam, Liquid Crystal Retarder, and Application to Lipid Orientation Determination. SENSORS 2019; 19:s19061402. [PMID: 30901964 PMCID: PMC6471420 DOI: 10.3390/s19061402] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 03/14/2019] [Accepted: 03/15/2019] [Indexed: 02/06/2023]
Abstract
Plasmon waveguide resonance (PWR) sensors exhibit narrow resonances at the two orthogonal polarizations, transverse electric (TE) and transverse magnetic (TM), which are narrower by almost an order of a magnitude than the standard surface plasmon resonance (SPR), and thus the figure of merit is enhanced. This fact is useful for measuring optical anisotropy of materials on the surface and determining the orientation of molecules with high resolution. Using the diverging beam approach and a liquid crystal retarder, we present experimental results by simultaneous detection of TE and TM polarized resonances as well as using fast higher contrast serial detection with a variable liquid crystal retarder. While simultaneous detection makes the system simpler, a serial one has the advantage of obtaining a larger contrast of the resonances and thus an improved signal-to-noise ratio. Although the sensitivity of the PWR resonances is smaller than the standard SPR, the angular width is much smaller, and thus the figure of merit is improved. When the measurement methodology has a high enough angular resolution, as is the one presented here, the PWR becomes advantageous over other SPR modes. The possibility of carrying out exact numerical simulations for anisotropic molecules using the 4 × 4 matrix approach brings another advantage of the PWR over SPR on the possibility of extracting the orientation of molecules adsorbed to the surface. High sensitivity of the TE and TM signals to the anisotropic molecules orientation is found here, and comparison to the experimental data allowed detection of the orientation of lipids on the sensor surface. The molecular orientations cannot be fully determined from the TM polarization alone as in standard SPR, which underlines the additional advantage of the PWR technique.
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Affiliation(s)
- Sivan Isaacs
- Department of Electrooptics and Photonics Engineering and The Ilse Katz Institute for Nanoscale Science and Technology, Ben Gurion University of the Negev, Beer Sheva 84105, Israel.
| | - Etienne Harté
- CBMN, UMR 5248 CNRS, Université de Bordeaux, Allée Geoffroy St. Hilaire, 33600 Pessac, France.
| | - Isabel D Alves
- CBMN, UMR 5248 CNRS, Université de Bordeaux, Allée Geoffroy St. Hilaire, 33600 Pessac, France.
| | - Ibrahim Abdulhalim
- Department of Electrooptics and Photonics Engineering and The Ilse Katz Institute for Nanoscale Science and Technology, Ben Gurion University of the Negev, Beer Sheva 84105, Israel.
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Rodríguez JM, Luque D. Structural Insights into Rotavirus Entry. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1215:45-68. [PMID: 31317495 DOI: 10.1007/978-3-030-14741-9_3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
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Zhang X, Patel A, Celma CC, Yu X, Roy P, Zhou ZH. Atomic model of a nonenveloped virus reveals pH sensors for a coordinated process of cell entry. Nat Struct Mol Biol 2015; 23:74-80. [PMID: 26641711 PMCID: PMC5669276 DOI: 10.1038/nsmb.3134] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2015] [Accepted: 11/04/2015] [Indexed: 12/28/2022]
Abstract
Viruses sense environmental cues (such as pH) to engage in membrane interactions for cell entry during infection but how non-enveloped viruses sense pH is largely undefined. Here, we report the structures — at high and low pH conditions — of bluetongue virus (BTV), which enters cells via a two-stage endosomal process. The receptor-binding protein VP2 possesses a zinc-finger and a conserved His866, which may function to maintain VP2 in a metastable state and to sense early-endosomal pH, respectively. The membrane penetration protein VP5 has three domains: dagger, unfurling, and anchoring. Notably, the β-meander motif of the anchoring domain contains a histidine cluster that could sense the late-endosomal pH and four putative membrane-interaction elements. Exposing BTV to low pH detaches VP2 and dramatically refolds the dagger and unfurling domains of VP5. Our biochemical and structure-guided mutagenesis studies support these coordinated pH-sensing mechanisms.
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Affiliation(s)
- Xing Zhang
- California NanoSystems Institute, University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - Avnish Patel
- Department of Pathogen Molecular Biology, London School of Hygiene and Tropical Medicine, London, UK
| | - Cristina C Celma
- Department of Pathogen Molecular Biology, London School of Hygiene and Tropical Medicine, London, UK
| | - Xuekui Yu
- Department of Microbiology, Immunology &Molecular Genetics, UCLA, Los Angeles, California, USA
| | - Polly Roy
- Department of Pathogen Molecular Biology, London School of Hygiene and Tropical Medicine, London, UK
| | - Z Hong Zhou
- California NanoSystems Institute, University of California, Los Angeles (UCLA), Los Angeles, California, USA.,Department of Microbiology, Immunology &Molecular Genetics, UCLA, Los Angeles, California, USA
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