Evidence map›Paper›PMID 34801754›Full record

ArticleInfection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases2022

Longitudinal analysis of SARS-CoV-2 spike and RNA-dependent RNA polymerase protein sequences reveals the emergence and geographic distribution of diverse mutations.

William M Showers, Sonia M Leach, Katerina Kechris, Michael Strong

Abstract read
In one paragraph

Article in Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed.

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  4. Life (Basel, Switzerland) · 2026
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  8. Review
  9. VariantHunter: a method and tool for fast detection of emerging SARS-CoV-2 variants.Database : the journal of biological databases and curation · 2023
    Article
  10. Article
  11. Article
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  13. Superantigens and SARS-CoV-2.Pathogens (Basel, Switzerland) · 2022
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  14. Article
  15. Article
  16. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

William M ShowersUniversity of Colorado Anschutz Medical Campus, 13001 East 17th Place, Aurora, CO, USA; Center for Genes, Environment, and Health, National Jewish Health, Smith Building, Room A651, 1400 Jackson Street, Denver, CO, USA. Electronic address: william.showers@cuanschutz.edu.
Sonia M LeachUniversity of Colorado Anschutz Medical Campus, 13001 East 17th Place, Aurora, CO, USA; Center for Genes, Environment, and Health, National Jewish Health, Smith Building, Room A651, 1400 Jackson Street, Denver, CO, USA.
Katerina KechrisUniversity of Colorado Anschutz Medical Campus, 13001 East 17th Place, Aurora, CO, USA.
Michael StrongUniversity of Colorado Anschutz Medical Campus, 13001 East 17th Place, Aurora, CO, USA; Center for Genes, Environment, and Health, National Jewish Health, Smith Building, Room A651, 1400 Jackson Street, Denver, CO, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Amid the ongoing COVID-19 pandemic, it has become increasingly important to monitor the mutations that arise in the SARS-CoV-2 virus, to prepare public health strategies and guide the further development of vaccines and therapeutics. The spike (S) protein and the proteins comprising the RNA-Dependent RNA Polymerase (RdRP) are key vaccine and drug targets, respectively, making mutation surveillance of these proteins of great importance. Full protein sequences were downloaded from the GISAID database, aligned, and the variants identified. 437,006 unique viral genomes were analyzed. Polymorphisms in the protein sequence were investigated and examined longitudinally to identify sequence and strain variants appearing between January 5th, 2020 and January 16th, 2021. A structural analysis was also performed to investigate mutations in the receptor binding domain and the N-terminal domain of the spike protein. Within the spike protein, there were 766 unique mutations observed in the N-terminal domain and 360 in the receptor binding domain. Four residues that directly contact ACE2 were mutated in more than 100 sequences, including positions K417, Y453, S494, and N501. Within the furin cleavage site of the spike protein, a high degree of conservation was observed, but the P681H mutation was observed in 10.47% of sequences analyzed. Within the RNA dependent RNA polymerase complex proteins, 327 unique mutations were observed in Nsp8, 166 unique mutations were observed in Nsp7, and 1157 unique mutations were observed in Nsp12. Only 4 sequences analyzed contained mutations in the 9 residues that directly interact with the therapeutic Remdesivir, suggesting limited mutations in drug interacting residues. The identification of new variants emphasizes the need for further study on the effects of the mutations and the implications of increased prevalence, particularly for vaccine or therapeutic efficacy.

Indexed as

Genome, ViralMutationAdenosine MonophosphateAfricaAlanineAmino Acid SubstitutionAngiotensin-Converting Enzyme 2Antiviral AgentsAsiaBinding SitesCoronavirus RNA-Dependent RNA PolymeraseCOVID-19COVID-19 Drug TreatmentDatabases, FactualEpidemiological MonitoringEuropeACE2 protein, humanAdenosine MonophosphateAlanineAngiotensin-Converting Enzyme 2Antiviral AgentsCoronavirus RNA-Dependent RNA PolymeraseFurinFURIN protein, humanNS8 protein, SARS-CoV-2NSP12 protein, SARS-CoV-2ORF1ab polyprotein, SARS-CoV-2remdesivirSpike Glycoprotein, Coronavirusspike protein, SARS-CoV-2Viral Nonstructural ProteinsBioinformaticsComputational genomicsPathogen surveillanceSARS-CoV-2

Identifiers

PMID34801754
PMCPMC8600767

What OpenQuestion holds

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Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.