scholarly journals Comprehensive annotations of the mutational spectra of SARS-CoV-2 spike protein: a fast and accurate pipeline

2020 ◽  
Author(s):  
M. Shaminur Rahman ◽  
M. Rafiul Islam ◽  
M. Nazmul Hoque ◽  
A. S. M. Rubayet Ul Alam ◽  
Masuda Akther ◽  
...  
Keyword(s):  
Protein A ◽  
Pairwise Alignment ◽  
Spike Protein ◽  
Single Amino Acid ◽  
Protein Coding ◽  
S Protein ◽  
Mutational Spectra ◽  
Mutational Frequency ◽  
Spike Sequences ◽  
Substitution Mutations

AbstractIn order to explore nonsynonymous mutations and deletions in the spike (S) protein of SARS-CoV-2, we comprehensively analyzed 35,750 complete S protein gene sequences from across six continents and five climate zones around the world, as documented in the GISAID database as of June 24th, 2020. Through a custom Python-based pipeline for analyzing mutations, we identified 27,801 (77.77 % of spike sequences) mutated strains compared to Wuhan-Hu-1 strain. 84.40% of these strains had only single amino-acid (aa) substitution mutations, but an outlier strain from Bosnia and Herzegovina (EPI_ISL_463893) was found to possess six aa substitutions. The D614G variant of the major G clade was found to be predominant across circulating strains in all climates. We also identified 988 unique aa substitution mutations distributed across 660 positions within the spike protein, with eleven sites showing high variability – these sites had four types of aa variations at each position. Besides, 17 in-frame deletions at four major regions (three in N-terminal domain and one just downstream of the RBD) may have possible impact on attenuation. Moreover, the mutational frequency differed significantly (p= 0.003, Kruskal–Wallis test) among the SARS-CoV-2 strains worldwide. This study presents a fast and accurate pipeline for identifying nonsynonymous mutations and deletions from large dataset for any particular protein coding sequence and presents this S protein data as representative analysis. By using separate multi-sequence alignment with MAFFT, removing ambiguous sequences and in-frame stop codons, and utilizing pairwise alignment, this method can derive nonsynonymus mutations (Reference:Position:Strain). We believe this will aid in the surveillance of any proteins encoded by SARS-CoV-2, and will prove to be crucial in tracking the ever-increasing variation of many other divergent RNA viruses in the future.

scholarly journals Comprehensive annotations of the mutational spectra of SARS‐CoV‐2 spike protein: a fast and accurate pipeline

2020 ◽  
Author(s):  
Mohammad Shaminur Rahman ◽  
Mohammad Rafiul Islam ◽  
Mohammad Nazmul Hoque ◽  
Abu Sayed Mohammad Rubayet Ul Alam ◽  
Masuda Akther ◽  
...  
Keyword(s):  
Protein A ◽  
Spike Protein ◽  
Mutational Spectra

scholarly journals Spike Protein of SARS-CoV-2: Impact of Single Amino Acid Mutation and Effect of Drug Binding to the Variant-in Silico Analysis

2020 ◽  
Author(s):  
Pratibha Manickavasagam
Keyword(s):  
Amino Acid ◽  
Host Cell ◽  
Drug Binding ◽  
Spike Protein ◽  
Single Amino Acid ◽  
Wild Type ◽  
Amino Acid Mutation ◽  
S Protein ◽  
The Impact ◽  
Single Amino Acid Mutation

Novel SARS-CoV-2, a bat based virus originated in Wuhan, China that caused a global pandemic in December, 2019 belongs to the Betacorona virus family and contains single stranded genome of ~29Kbp. The host cell invasion of SARS-CoV-2 is facilitated by interaction of C-Terminal Domain (CTD) of Spike (S) protein of virus and host ACE2 receptor in the presence of TMPRSS seine protease secreted by the host cell. In this study the mutation hotspots of S-protein will be identified and the impact of such mutation in the binding affinity will be studied. Additionally, the lead molecule which can bind to the mutated protein also will be identified. Multiple sequence alignment of the spike protein sequence of SARS-CoV-2 shows the number of single amino acid mutation hotspots such as L5F, R214L, R408I, G476S, V483A, H519Q, A520S, T572I, D614G and H655Y. Among these mutations D614G has 57.5% occurrence and G476S, V483A has 7.5% occurrence. The mutated proteins were modelled based on wild type homolog and docked to ACE2 receptor. When the mutated S protein is docked, the ∆G (binding free energy) value is very minimal in mutated protein showed the stability of variants. By the drug repurposing method, 1000 FDA approved drugs were virtually screened for its binding to RBD of S1 domain. Among these drugs Digitoxin, Gliquidone and Zorubicin Hcl binds to spike proteins with higher docking score (lesser than -8.5 Kcal/mol) to both wild type and mutants.

scholarly journals Genome sequencing and analysis of an emergent SARS-CoV-2 variant characterized by multiple spike protein mutations detected from the Central Visayas Region of the Philippines

2021 ◽  
Author(s):  
Francis A. Tablizo ◽  
Kenneth M. Kim ◽  
Carlo M. Lapid ◽  
Marc Jerrone R. Castro ◽  
Maria Sofia L. Yangzon ◽  
...  
Keyword(s):  
Public Health ◽  
Amino Acid ◽  
Protein A ◽  
Amino Acid Replacement ◽  
The Philippines ◽  
Spike Protein ◽  
Single Amino Acid ◽  
Outbreak Management ◽  
Public Health Agencies ◽  
Management Measures

The emergence of SARS-CoV-2 variants of concern such as the B.1.1.7, B.1.351 and the P.1 have prompted calls for governments worldwide to increase their genomic biosurveillance efforts. Globally, quarantine and outbreak management measures have been implemented to stem the introduction of these variants and to monitor any emerging variants of potential clinical significance domestically. Here, we describe the emergence of a new SARS-CoV-2 lineage, mainly from the Central Visayas region of the Philippines. This emergent variant is characterized by 13 lineage-defining mutations, including the co-occurrence of the E484K, N501Y, and P681H mutations at the spike protein region, as well as three additional radical amino acid replacements towards the C-terminal end of the said protein. A three-amino acid deletion at positions 141 to 143 (LGV141_143del) in the spike protein was likewise seen in a region preceding the 144Y deletion found in the B.1.1.7 variant. A single amino acid replacement, K2Q, at the N-terminus of ORF8 was also shared by all 33 samples sequenced. The mutation profile of this new virus variant warrants closer investigation due to its potential public health implications. The current distribution of this emergent variant in the Philippines and its transmission are being monitored and addressed by relevant public health agencies to stem its spread in nearby islands and regions in the country.

scholarly journals Relevance of Molecular Changes in the ND4 Gene in German Shepherd Dog Tumours

2016 ◽  
Vol 19 (3) ◽  
pp. 461-469
Author(s):  
B. Ślaska ◽  
L. Grzybowska-Szatkowska ◽  
M. Bugno-Poniewierska ◽  
A. Gurgul ◽  
A. Śmiech ◽  
...  
Keyword(s):  
Amino Acid ◽  
Negative Impact ◽  
Single Amino Acid ◽  
Phenotypic Traits ◽  
German Shepherd ◽  
Protein Coding ◽  
Molecular Changes ◽  
Synonymous Mutations ◽  
German Shepherd Dog ◽  
Substitution Mutations

Abstract The aim of the study was to identify polymorphisms and mutations in the mitochondrial ND4 gene and to analyse the associations between the occurrence of molecular changes in mtDNA and phenotypic traits in tumours in German Shepherd dogs. Fifty samples obtained from blood and tumour tissues of German Shepherd dogs with diagnosed tumours were analysed. DNA extraction, amplification, and sequencing of the mtDNA ND4 gene, and bioinformatics, statistical, and in silico protein coding SNP analyses were performed. ND4 mutations and/or polymorphisms were noted in eleven nucleotide positions in nearly half of the examined dogs. All the changes were substitution mutations. A majority of the changes identified were homoplasmic. In one dog with osteosarcoma, blood heteroplasmy was detected. In two positions of the ND4 gene, presence of non-synonymous mutations leading to amino acid changes in the ND4 protein was reported. Analyses carried out to determine the deleterious effect of mutations indicated an almost 97 and 62% probability that a single amino acid substitution (p.G239V and p.I401T, respectively) in the protein has a negative impact on its function. The results of statistical analyses indicate a significant association between the occurrence of mutations in three loci of the ND4 gene and the location of tumours. The mutations identified may be a result of cell adaptation to the changes in the environment occurring during carcinogenesis. The high frequency of mutations in the tumours may indicate genetic instability of mtDNA, which may also play a role in carcinogenesis.

scholarly journals Effects of Mutations in the Receptor-Binding Domain of SARS-CoV-2 Spike on its Binding Affinity to ACE2 and Neutralizing Antibodies Revealed by Computational Analysis

2021 ◽  
Author(s):  
Marine E Bozdaganyan ◽  
Olga S Sokolova ◽  
Konstantin V Shaitan ◽  
Mikhail P Kirpichnikov ◽  
Philipp S Orekhov
Keyword(s):  
Receptor Binding ◽  
Neutralizing Antibodies ◽  
Computational Analysis ◽  
Protein A ◽  
Experimental Studies ◽  
Point Mutations ◽  
Binding Domain ◽  
Single Amino Acid ◽  
Receptor Binding Domain ◽  
S Protein

SARS-CoV-2 causing coronavirus disease 2019 (COVID-19) is responsible for one of the most deleterious pandemics of our time. The interaction between the ACE2 receptors at the surface of human cells and the viral Spike (S) protein triggers the infection making the receptor-binding domain (RBD) of the SARS-CoV-2 S-protein a focal target for the neutralizing antibodies (Abs). Despite the recent progress in the development and deployment of vaccines, the emergence of novel variants of SARS-CoV-2 insensitive to Abs produced in response to the vaccine administration and/or monoclonal ones represents upcoming jeopardy. Here, we assessed the possible effects of single and multiple mutations in the RBD of SARS-CoV-2 S-protein on its binding energy to various antibodies and the human ACE2 receptor. The performed computational analysis indicates that while single amino acid replacements in RBD may only cause partial impairment of the Abs binding, moreover, limited to specific epitopes, some variants of SARS-CoV-2 (with as few as 8 mutations), which are already present in the population, may potentially result in a much broader antigenic escape. We also identified a number of point mutations, which, in contrast to the majority of replacements, reduce RBD affinity to various antibodies without affecting its binding to ACE2. Overall, the results provide guidelines for further experimental studies aiming at the identification of the high-risk RBD mutations allowing for an antigenic escape.

scholarly journals Molecular Architecture of Early Dissemination and Massive Second Wave of the SARS-CoV-2 Virus in a Major Metropolitan Area

2020 ◽  
Author(s):  
Scott Wesley Long ◽  
Randall J Olsen ◽  
Paul A. Christensen ◽  
David W Bernard ◽  
James J. Davis ◽  
...  
Keyword(s):  
Amino Acid ◽  
Protein A ◽  
Potential Effect ◽  
Amino Acid Replacement ◽  
Spike Protein ◽  
Metropolitan Region ◽  
Single Amino Acid ◽  
Molecular Architecture ◽  
Virus Genotypes ◽  
Second Wave

We sequenced the genomes of 5,085 SARS-CoV-2 strains causing two COVID-19 disease waves in metropolitan Houston, Texas, an ethnically diverse region with seven million residents. The genomes were from viruses recovered in the earliest recognized phase of the pandemic in Houston, and an ongoing massive second wave of infections. The virus was originally introduced into Houston many times independently. Virtually all strains in the second wave have a Gly614 amino acid replacement in the spike protein, a polymorphism that has been linked to increased transmission and infectivity. Patients infected with the Gly614 variant strains had significantly higher virus loads in the nasopharynx on initial diagnosis. We found little evidence of a significant relationship between virus genotypes and altered virulence, stressing the linkage between disease severity, underlying medical conditions, and host genetics. Some regions of the spike protein - the primary target of global vaccine efforts - are replete with amino acid replacements, perhaps indicating the action of selection. We exploited the genomic data to generate defined single amino acid replacements in the receptor binding domain of spike protein that, importantly, produced decreased recognition by the neutralizing monoclonal antibody CR30022. Our study is the first analysis of the molecular architecture of SARS-CoV-2 in two infection waves in a major metropolitan region. The findings will help us to understand the origin, composition, and trajectory of future infection waves, and the potential effect of the host immune response and therapeutic maneuvers on SARS-CoV-2 evolution.

scholarly journals Molecular Architecture of Early Dissemination and Massive Second Wave of the SARS-CoV-2 Virus in a Major Metropolitan Area

mBio ◽  
2020 ◽  
Vol 11 (6) ◽  
Author(s):  
S. Wesley Long ◽  
Randall J. Olsen ◽  
Paul A. Christensen ◽  
David W. Bernard ◽  
James J. Davis ◽  
...  
Keyword(s):  
Amino Acid ◽  
Protein A ◽  
Potential Effect ◽  
Amino Acid Replacement ◽  
Spike Protein ◽  
Metropolitan Region ◽  
Single Amino Acid ◽  
Molecular Architecture ◽  
Virus Genotype ◽  
Second Wave

ABSTRACT We sequenced the genomes of 5,085 severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) strains causing two coronavirus disease 2019 (COVID-19) disease waves in metropolitan Houston, TX, an ethnically diverse region with 7 million residents. The genomes were from viruses recovered in the earliest recognized phase of the pandemic in Houston and from viruses recovered in an ongoing massive second wave of infections. The virus was originally introduced into Houston many times independently. Virtually all strains in the second wave have a Gly614 amino acid replacement in the spike protein, a polymorphism that has been linked to increased transmission and infectivity. Patients infected with the Gly614 variant strains had significantly higher virus loads in the nasopharynx on initial diagnosis. We found little evidence of a significant relationship between virus genotype and altered virulence, stressing the linkage between disease severity, underlying medical conditions, and host genetics. Some regions of the spike protein—the primary target of global vaccine efforts—are replete with amino acid replacements, perhaps indicating the action of selection. We exploited the genomic data to generate defined single amino acid replacements in the receptor binding domain of spike protein that, importantly, produced decreased recognition by the neutralizing monoclonal antibody CR3022. Our report represents the first analysis of the molecular architecture of SARS-CoV-2 in two infection waves in a major metropolitan region. The findings will help us to understand the origin, composition, and trajectory of future infection waves and the potential effect of the host immune response and therapeutic maneuvers on SARS-CoV-2 evolution. IMPORTANCE There is concern about second and subsequent waves of COVID-19 caused by the SARS-CoV-2 coronavirus occurring in communities globally that had an initial disease wave. Metropolitan Houston, TX, with a population of 7 million, is experiencing a massive second disease wave that began in late May 2020. To understand SARS-CoV-2 molecular population genomic architecture and evolution and the relationship between virus genotypes and patient features, we sequenced the genomes of 5,085 SARS-CoV-2 strains from these two waves. Our report provides the first molecular characterization of SARS-CoV-2 strains causing two distinct COVID-19 disease waves.

scholarly journals Substrate Spectrum Extension of PenA in Burkholderia thailandensis with a Single Amino Acid Deletion, Glu168del

2012 ◽  
Vol 56 (7) ◽  
pp. 4005-4008 ◽  
Author(s):  
Hyojeong Yi ◽  
Karan Kim ◽  
Kwang-Hwi Cho ◽  
Oksung Jung ◽  
Heenam Stanley Kim
Keyword(s):  
Deletion Mutation ◽  
Single Amino Acid ◽  
Functional Domain ◽  
Amino Acid Deletion ◽  
Burkholderia Thailandensis ◽  
Content Type ◽  
Class A ◽  
Omega Loop ◽  
Substitution Mutations ◽  
Substrate Spectrum

ABSTRACTWe describe a deletion mutation in a class A β-lactamase, PenA, ofBurkholderia thailandensisthat extended the substrate spectrum of the enzyme to include ceftazidime. Glu168del was located in a functional domain called the omega loop causing expansion of the space in the loop, which in turn increased flexibility at the active site. This deletion mutation represents a rare but significant alternative mechanical path to substrate spectrum extension in PenA besides more common substitution mutations.

Identification of a Functional Domain Within the Essential Core of Histone H3 That Is Required for Telomeric and HM Silencing in Saccharomyces cerevisiae

Genetics ◽  
2003 ◽  
Vol 163 (1) ◽  
pp. 447-452 ◽  
Author(s):  
Jeffrey S Thompson ◽  
Marilyn L Snow ◽  
Summer Giles ◽  
Leslie E McPherson ◽  
Michael Grunstein
Keyword(s):  
Saccharomyces Cerevisiae ◽  
Amino Acid ◽  
Amino Acid Substitution ◽  
Histone H3 ◽  
Single Amino Acid ◽  
Functional Domain ◽  
Partial Loss ◽  
Histone Fold ◽  
Gal1 Promoter ◽  
Substitution Mutations

Abstract Fourteen novel single-amino-acid substitution mutations in histone H3 that disrupt telomeric silencing in Saccharomyces cerevisiae were identified, 10 of which are clustered within the α1 helix and L1 loop of the essential histone fold. Several of these mutations cause derepression of silent mating locus HML, and an additional subset cause partial loss of basal repression at the GAL1 promoter. Our results identify a new domain within the essential core of histone H3 that is required for heterochromatin-mediated silencing.

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