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Yashvardhini N, Kumar A, Jha DK. Analysis of SARS-CoV-2 mutations in the main viral protease (NSP5) and its implications on the vaccine designing strategies. Vacunas (English Edition) 2022. [PMCID: PMC9472678 DOI: 10.1016/j.vacune.2022.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
SARS-CoV-2 (Severe Acute Respiratory Syndrome), an etiolating agent of novel COVID-19 (coronavirus 2019) pandemic, rapidly spread worldwide, creating an unprecedented public health crisis globally. NSP5, the main viral protease, is a highly conserved protein, encoded by the genome of SARS-CoV-2 and plays an important role in the viral replication cycle. In the present study, we detected a total of 33 mutations from 675 sequences submitted from India in the month of March 2020 to April 2021. Out of 33 mutations, we selected 8 frequent mutations (K236R, N142L, K90R, A7V, L75F, C22N, H246Y and I43V) for further analysis. Subsequently, protein models were constructed, revealing significant alterations in the 3-D structure of NSP5 protein when compared to the wild type protein sequence which also altered the secondary structure of NSP5 protein. Further, we identified 9 B-cell, 10 T-cell and 6 MHC-I promising epitopes using predictive tools of immunoinformatics, out of these epitopes some were non-allergenic as well as highly immunogenic. Results of our study, however, revealed that 10 B-cell epitopes reside in the mutated region of NSP5. Additionally, hydrophobicity, physiochemical properties, toxicity and stability of NSP5 protein were estimated to demonstrate the specificity of the multiepitope candidates. Taken together, variations arising as a consequence of multiple mutations may cause alterations in the structure and function of NSP5 which generate crucial insights to better understand structural aspects of SARS-CoV-2. Our study also revealed, NSP5, a main protease, can be a potentially good target for the design and development of vaccine candidate against SARS-CoV-2.
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Yashvardhini N, Jha DK, Kumar A, Gaurav M, Sayrav K. Genome sequence analysis of nsp15 from SARS-CoV-2. Bioinformation 2022; 18:432-437. [PMID: 36909703 PMCID: PMC9997503 DOI: 10.6026/97320630018432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 04/30/2022] [Accepted: 04/30/2022] [Indexed: 11/23/2022] Open
Abstract
SARS-CoV-2 (Severe Acute Respiratory Syndrome), a causative agent of COVID-19 disease created a pandemic situation worldwide. Nsp15 is a uridine specific endoribonuclease encoded by the genome of SARS-CoV-2. It plays important role in processing viral RNA and, thus evades the host immune system. Therefore, it is of interest to identify mutants of nsp15 amongst Asian SARS-CoV-2 isolates, where a total of 1795 mutations, from 7793 sequences of Asia submitted till 31st January 2022, amongst which A231V, H234Y, K109N, K259R and S261A mutations were found frequent. Hence, we report data on the predicted secondary structure of wild type form followed by hydropathy plot, physiochemical properties, Ramachandran plot, B-cell epitopes prediction and protein modeling of wild type and mutant of nsp15 protein. Data shows that nsp15 of SARS-CoV-2 is a pontential candidate for the development of vaccine to control the infections of SARS-CoV-2.
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Affiliation(s)
- Niti Yashvardhini
- Department of Microbiology, Patna Women’s College, Patna, 800 001, Bihar, India
| | - Deepak Kumar Jha
- Department of Zoology, S.M.P. Girls Degree College, Ballia, 277401, Uttar Pradesh, India
| | - Amit Kumar
- Department of Botany, Patna University, Patna-800 005, Bihar, India
| | - Manjush Gaurav
- Department of Botany, Patna University, Patna-800 005, Bihar, India
| | - Kumar Sayrav
- Department of Chemistry, V.K.S. University, Ara-802301, Bihar India
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Yashvardhini N, Kumar A, Jha DK. Analysis of SARS-CoV-2 mutations in the main viral protease (NSP5) and its implications on the vaccine designing strategies. Vacunas 2021; 23:S1-S13. [PMID: 34876891 PMCID: PMC8639442 DOI: 10.1016/j.vacun.2021.10.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 10/26/2021] [Indexed: 12/14/2022]
Abstract
SARS-CoV-2 (Severe Acute Respiratory syndrome), an etiolating agent of novel COVID-19 (coronavirus 2019) pandemic, rapidly spread worldwide and creating an unprecedented public health crisis globally. NSP5, the main viral protease, is a highly conserved protein, encoded by the genome of SARS-CoV-2 and plays an important role in the viral replication cycle. In the present study, we detected a total of 33 mutations from 675 sequences submitted from India in the month of March 2020 to April 2021. Out of 33 mutations, we selected 8 frequent mutations (K236R, N142L, K90R, A7V, L75F, C22N, H246Y, and I43V) for further analysis. Subsequently, protein models were constructed, revealing significant alterations in the 3-D structure of NSP5 proteins when compared to the wild type protein sequence which also altered the secondary structure of NSP5 protein. Further, we identified 9 B-cell, 10 T-cell and 6 MHC-I promising epitopes using predictive tools of immunoinformatics and some were non-allergenic as well as highly immunogenic. Results of our study, however, revealed that 10 B-cell epitopes reside in the mutated region of NSP5. Additionally, hydrophobicity, physiochemical properties, toxicity and stability of NSP5 protein were estimated to demonstrate the specificity of the multiepitope candidates. Taken together, variations arising as a consequence of multiple mutations may cause alterations in the structure and function of NSP5 which generate crucial insights to better understand structural aspects of SARS-CoV-2. Our study also revealed, NSP5, a main protease, can be a potentially good target for the design and development of vaccine candidate against SARS-CoV-2.
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Affiliation(s)
- Niti Yashvardhini
- Department of Microbiology, Patna Women's College, Patna, 800 001, India
| | - Amit Kumar
- Department of Botany, Patna University Patna, 800 005, India
| | - Deepak Kumar Jha
- Department of Zoology, P. C. Vigyan Mahavidyalaya, J. P. University, Chapra, 841 301, India
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Jha DK, Yashvardhini N, Kumar A. Identification of recurrent mutations in exonuclease (nsp14); a potential drug target in SARS-CoV-2. INDIAN J PATHOL MICR 2021; 64:771-775. [PMID: 34673601 DOI: 10.4103/0377-4929.328516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Context The rapid outbreak of SARS-CoV-2 has become a significant global health concern, highlighting the dire need for antiviral therapeutic agents. RNA-dependent RNA polymerase (RdRp) of coronavirus plays crucial roles in RNA synthesis, and hence remains the druggable target for the treatment of this disease. The most potent broad-spectrum inhibitors of viral RdRp are members of nucleoside analogs (NAs). However, SARS-CoV-2 proved to be a challenging one for the novel NA drug designing strategy because coronavirus possesses an exonuclease (ExoN) domain that is capable of excising NAs, thus showing resistance to existing antiviral drugs. Aim The objective of our study was to compare the SARS-CoV-2 exonuclease (nsp14) protein sequence of Wuhan-type virus with those of Indian SARS-Cov-2 isolates and to study the effect of multiple mutations on the secondary structure alterations of proteins. Subjects and Methods Multiple-sequence alignment of exonuclease amino-acid sequences followed by phylogenetic analysis and prediction of its secondary structure of the protein was performed. Results Altogether, seven mutations were detected in the nsp14 of Indian SARS-CoV-2 isolates. Subsequently, prediction of their secondary structures revealed that mutations altered the structural stability of exonuclease proteins. Conclusions Present findings, therefore, further suggest that evolvability of SARS-CoV-2 is primarily associated with the onset of multiple novel mutations that rapidly spread at several new locations of the viral genome and also provides important insight to develop specific control strategies to fight against COVID-19 infections.
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Affiliation(s)
- Deepak Kumar Jha
- Department of Zoology, P.C. Vigyan College, Chapra, Bihar, India
| | - Niti Yashvardhini
- Department of Microbiology, Patna Women's College, Patna University, Patna, Bihar, India
| | - Amit Kumar
- Department of Botany, Patna University, Patna, Bihar, India
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Yashvardhini N, Jha DK, Kumar A, Sayrav K, Gaurav M. Genetic variations in the Orf7a protein of SARS-CoV-2 and its possible role in vaccine development. Biomed Res Ther 2021. [DOI: 10.15419/bmrat.v8i8.688] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Abstract
Introduction: The emergence of a novel coronavirus, SARS-CoV-2, an etiolating agent of coronavirus disease (COVID-19), has become a pandemic of global concern. Considering the huge number of morbidity and mortality worldwide, the World Health Organization, on 11th March 2020, has announced an unprecedented public health crisis. This virus is a member of plus sense RNA viruses that can show a high rate of mutations. The ongoing multiple mutations in the structural proteins of coronavirus drive viral evolution, enabling them to evade the host immunity and rapidly acquire drug resistance against COVID-19. In the present study, we focused mainly on the prevalence of mutations in the four types of structural proteins like S (spike), E (envelope), M (membrane), and N (nucleocapsid) that are required for the assembly of a complete virion particle. Further, we estimated the antigenicity and allergenicity of these structural proteins to design and develop a potentially good candidate vaccine against SARS-CoV-2.
Methods: In the present in silico study, envelope protein was found highly antigenic followed by nucleocapsid, membrane, and spike protein of SARS-CoV-2.
Results: Consequently, in this study, we detected 987 mutations from 729 sequences of Asia in October 2020 and compared them with China's 1st Wuhan isolate sequence as a reference. Spike showed the highest mutations with 807 point mutations among the four structural proteins, followed by nucleocapsid with 151 mutations, while envelope showed 19 and membrane only 10 point mutations.
Conclusion: Taken together, our study revealed, variation occurring in the structural protein of SARS-CoV-2 might be altering their structure and functions, and envelope protein appears to be a promising vaccine candidate to curb coronavirus infections.
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Yashvardhini N, Kumar A, Jha DK. Immunoinformatics Identification of B- and T-Cell Epitopes in the RNA-Dependent RNA Polymerase of SARS-CoV-2. Can J Infect Dis Med Microbiol 2021; 2021:6627141. [PMID: 33936347 PMCID: PMC8061227 DOI: 10.1155/2021/6627141] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 03/22/2021] [Accepted: 04/02/2021] [Indexed: 12/31/2022]
Abstract
SARS-CoV-2 (Severe acute respiratory syndrome coronavirus-2) is a newly emerged beta coronavirus and etiolating agent of COVID-19. Considering the unprecedented increasing number of COVID-19 cases, the World Health Organization declared a public health emergency internationally on 11th March 2020. However, existing drugs are insufficient in dealing with this contagious virus infection; therefore, a vaccine is exigent to curb this pandemic disease. In the present study, B- and T-cell immune epitopes were identified for RdRp (RNA-dependent RNA polymerase) protein using immunoinformatic techniques, which is proved to be a rapid and efficient method to explore the candidate peptide vaccine. Subsequently, antigenicity and interactions with HLA (human leukocyte antigen) alleles were estimated. Further, physicochemical properties, allergenicity, toxicity, and stability of RdRp protein were evaluated to demonstrate the specificity of the epitope candidates. Interestingly, we identified a total of 36 B-cell and 16 T-cell epitopes using epitopes predictive tools. Among the predicted epitopes, 26 B-cell and 9 T-cell epitopes showed non-allergenic, non-toxic, and highly antigenic properties. Altogether, our study revealed that RdRp of SARS-CoV-2 (an epitope-based peptide fragment) can be a potentially good candidate for the development of a vaccine against SARS-CoV-2.
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Affiliation(s)
- Niti Yashvardhini
- Department of Microbiology, Patna Women's College, Patna 800 001, Bihar, India
| | - Amit Kumar
- Department of Botany, Patna University, Patna 800 005, Bihar, India
| | - Deepak Kumar Jha
- Department of Zoology, P. C. Vigyan Mahavidyalaya, Chapra, Bihar 841 301, India
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Yashvardhini N, Jha DK, Bhattacharya S. Identification and characterization of mutations in the SARS-CoV-2 RNA-dependent RNA polymerase as a promising antiviral therapeutic target. Arch Microbiol 2021; 203:5463-5473. [PMID: 34410443 PMCID: PMC8374121 DOI: 10.1007/s00203-021-02527-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Revised: 08/11/2021] [Accepted: 08/12/2021] [Indexed: 12/29/2022]
Abstract
The causative agent of COVID-19 is a novel betacoronavirus or severe acute respiratory syndrome coronavirus (SARS-CoV-2), which has emerged as a pandemic of global concern. Considering its rapid transmission, WHO has declared public health emergency on 11th March 2020 worldwide. SARS-CoV-2 is a genetically diverse positive sense RNA virus that typically exhibit high rates of mutation than DNA viruses. Higher rates of mutation bring higher genomic variability which may lead to viral evolution and enabling viruses to evade the pre-existing immunity of host and quickly acquire drug resistance properties. The objective of our study was to compare the SARS-CoV-2 RdRp sequences of Indian SARS-CoV-2 isolates with those of Wuhan type virus. A total of 384 point mutations were detected from 488 sequence of the RdRp protein of Indian SARS-CoV-2 genome, out of which seven were used for subsequent study. Furthermore, prediction of secondary structure, protein modeling and its dynamics were performed which revealed that seven mutations (R118C, T148I, Y149C, E802A, Q822H, V880I and D893Y) significantly altered the stability and flexibility of RdRp protein. Present study was therefore, undertaken to analyze the variations occurring in RdRp due to multiple mutations leading to the alterations in the structure and function of RNA-dependent RNA polymerase which is essential for the replication /transcription of this virus and hence can be utilized as a promising therapeutic target to curb SARS-CoV-2 infections.
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Affiliation(s)
- Niti Yashvardhini
- grid.412457.10000 0001 1276 6626Department of Microbiology, Patna Women’s College, Patna, 800 001 India
| | - Deepak Kumar Jha
- Department of Zoology, P. C. Vigyan Mahavidyalaya, J. P. University, Chapra, 841 301 India
| | - Saurav Bhattacharya
- grid.449713.c0000 0004 5944 7827Department of Biotechnology, Techno India University, Kolkata, 700 091 India
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Jha DK, Raj R, . P, . S, . A, Parveen G, Yashvardhini N. Isolation and Characterization of Bacterial Isolates from Psidium guajava Obtained from Local Markets of Patna and Their Antibiotic Sensitivity Test. NEPT 2020. [DOI: 10.46488/nept.2020.v19i05.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Yashvardhini N, Bhattacharya S, Chaudhuri S, Sengupta DN. Molecular characterization of the 14-3-3 gene family in rice and its expression studies under abiotic stress. Planta 2018; 247:229-253. [PMID: 28956163 DOI: 10.1007/s00425-017-2779-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 09/16/2017] [Indexed: 05/17/2023]
Abstract
14-3-3 isoforms were relatively less conserved at the C-terminal region across plant groups. Both Os 14-3-3f and Os 14-3-3g were inducible with differential gene expression levels under different abiotic stress and developmental stages in sensitive and tolerant indica rice cultivars as confirmed both at transcript and protein level. Plant 14-3-3s has been well characterized to function in several signaling pathways, biotic as well as abiotic stress and nutrient metabolism. We attempted comprehensive analysis of 14-3-3 genes in different plant lineages such as green algae (Chlamydomonas reinhardtii), moss (Physcomitrella patens) and lycophyte (Selaginella moellendorffii), dicot Arabidopsis thaliana and monocot Oryza sativa sub sp. japonica at the gene and protein level. Sequence alignment results revealed that 14-3-3 isoforms were evolutionarily conserved across all taxa with variable C-terminal end. Phylogenetic analysis indicated that the majority of 14-3-3 isoforms in rice belong to the non-epsilon group that clustered separately from the dicot group. Segmental duplication event played a significant role in the expansion of both, Arabidopsis and rice, 14-3-3 isoforms as revealed by synteny studies. In silico gene expression using Massive Parallel Signature Sequencing and microarray analysis revealed that 14-3-3 isoforms have variable expression in different tissue types and under different abiotic stress regime in Arabidopsis and japonica rice. Both, semi-quantitative and qPCR results, confirmed that Os14-3-3f and Os14-3-3g were inducible under abiotic stress in lamina and roots of indica rice and relatively higher under salinity and cold stress in Nonabokra, under dehydration stress in N-22 and under exogenous ABA in IR-29 usually after 3-6 h of treatment. Both, 14-3-3f and 14-3-3g, were highly expressed in flag leaves, stems and panicles and mature roots. These results were further confirmed by immunoblot analysis of rice cultivars using Os14-3-3f antibody generated from recombinant Os14-3-3f protein. The results provide the first comprehensive report of Os14-3-3 gene expression in indica rice cultivars which differ in tolerance to abiotic stress that might be useful for further research.
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Affiliation(s)
- Niti Yashvardhini
- Division of Plant Biology, Bose Institute, Main Campus, 93/1, A.P.C. Road, Kolkata, West Bengal, 700009, India
| | - Saurav Bhattacharya
- Division of Plant Biology, Bose Institute, Main Campus, 93/1, A.P.C. Road, Kolkata, West Bengal, 700009, India
| | - Shubho Chaudhuri
- Division of Plant Biology, Bose Institute, Centenary Campus, P1/12, C.I.T. Scheme VII(M), Kolkata, West Bengal, 700054, India
| | - Dibyendu Narayan Sengupta
- Division of Plant Biology, Bose Institute, Main Campus, 93/1, A.P.C. Road, Kolkata, West Bengal, 700009, India.
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