Evidence map›Paper›PMID 33149541›Full record

ArticleEvolutionary bioinformatics online2020

New Pathways of Mutational Change in SARS-CoV-2 Proteomes Involve Regions of Intrinsic Disorder Important for Virus Replication and Release.

Tre Tomaszewski, Ryan S DeVries, Mengyi Dong, Gitanshu Bhatia, Miles D Norsworthy, Xuying Zheng, Gustavo Caetano-Anollés

Open access · goldAbstract read
In one paragraph

Article in Evolutionary bioinformatics online, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed
1.1field-weighted citation impact, top 12% of its field
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

34 citing papers in PubMed, 52 citations in OpenAlex.

  1. Proteome-wide Ab Initio Structural Analysis of Viral Evolution.Methods in molecular biology (Clifton, N.J.) · 2026
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  18. Heterologous immunity induced by 1Frontiers in immunology · 2022
    Review
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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

7 authors at 2 institutions in 1 country.

Tre TomaszewskiDepartment of Information Sciences, University of Illinois, Urbana, IL, USA.
Ryan S DeVriesDepartment of Information Sciences, University of Illinois, Urbana, IL, USA.
Mengyi DongDepartment of Food Science & Human Nutrition, University of Illinois, Urbana, IL, USA.
Gitanshu BhatiaDepartment of Agricultural & Biological Engineering, University of Illinois, Urbana, IL, USA.
Miles D NorsworthyBeckman Institute, University of Illinois, Urbana, IL, USA.
Xuying ZhengDepartment of Crop Sciences, University of Illinois, Urbana, IL, USA.
Gustavo Caetano-AnollésDepartment of Crop Sciences, University of Illinois, Urbana, IL, USA.ORCID https://orcid.org/0000-0001-5854-4121
University of Illinois Urbana-Champaign · USUniversity of Illinois System · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The massive worldwide spread of the SARS-CoV-2 virus is fueling the COVID-19 pandemic. Since the first whole-genome sequence was published in January 2020, a growing database of tens of thousands of viral genomes has been constructed. This offers opportunities to study pathways of molecular change in the expanding viral population that can help identify molecular culprits of virulence and virus spread. Here we investigate the genomic accumulation of mutations at various time points of the early pandemic to identify changes in mutationally highly active genomic regions that are occurring worldwide. We used the Wuhan NC_045512.2 sequence as a reference and sampled 15 342 indexed sequences from GISAID, translating them into proteins and grouping them by month of deposition. The per-position amino acid frequencies and Shannon entropies of the coding sequences were calculated for each month, and a map of intrinsic disorder regions and binding sites was generated. The analysis revealed dominant variants, most of which were located in loop regions and on the surface of the proteins. Mutation entropy decreased between March and April of 2020 after steady increases at several sites, including the D614G mutation site of the spike (S) protein that was previously found associated with higher case fatality rates and at sites of the NSP12 polymerase and the NSP13 helicase proteins. Notable expanding mutations include R203K and G204R of the nucleocapsid (N) protein inter-domain linker region and G251V of the viroporin encoded by ORF3a between March and April. The regions spanning these mutations exhibited significant intrinsic disorder, which was enhanced and decreased by the N-protein and viroporin 3a protein mutations, respectively. These results predict an ongoing mutational shift from the spike and replication complex to other regions, especially to encoded molecules known to represent major β-interferon antagonists. The study provides valuable information for therapeutics and vaccine design, as well as insight into mutation tendencies that could facilitate preventive control.

Indexed as

entropymutationNucleocapsid proteinSARS-CoV-2spike protein

Identifiers

PMID33149541
PMCPMC7586267
OpenAlexW3094312231

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.