Evidence map›Paper›PMID 35075456›Full record

ArticlebioRxiv : the preprint server for biology2022

Selection analysis identifies unusual clustered mutational changes in Omicron lineage BA.1 that likely impact Spike function.

Darren P Martin, Spyros Lytras, Alexander G Lucaci, Wolfgang Maier, Björn Grüning, Stephen D Shank, Steven Weaver, Oscar A MacLean, Richard J Orton, Philippe Lemey and 29 more

Open access · greenAbstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed, 44 citations in OpenAlex.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

39 authors at 13 institutions in 6 countries.

Darren P MartinInstitute of Infectious Diseases and Molecular Medicine, Division Of Computational Biology, Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town 7701, South Africa.
Spyros LytrasMRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK.
Alexander G LucaciInstitute for Genomics and Evolutionary Medicine, Department of Biology, Temple University, Philadelphia, PA 19122, USA.
Wolfgang MaierBioinformatics Group, Department of Computer Science, University of Freiburg, Freiburg, Germany, usegalaxy.eu.
Björn GrüningBioinformatics Group, Department of Computer Science, University of Freiburg, Freiburg, Germany, usegalaxy.eu.
Stephen D ShankInstitute for Genomics and Evolutionary Medicine, Department of Biology, Temple University, Philadelphia, PA 19122, USA.
Steven WeaverInstitute for Genomics and Evolutionary Medicine, Department of Biology, Temple University, Philadelphia, PA 19122, USA.
Oscar A MacLeanMRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK.
Richard J OrtonMRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK.
Philippe LemeyDepartment of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium.
Maciej F BoniCenter for Infectious Disease Dynamics, Department of Biology, Pennsylvania State University, University Park, PA, USA.
Houriiyah TegallyKwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa.
Gordon HarkinsSouth African National Bioinformatics Institute, University of the Western Cape, Cape Town, South Africa.
Cathrine ScheepersNational Institute for Communicable Diseases (NICD) of the National Health Laboratory Service (NHLS), Johannesburg, South Africa.
Jinal N BhimanNational Institute for Communicable Diseases (NICD) of the National Health Laboratory Service (NHLS), Johannesburg, South Africa.
Josie EverattNational Institute for Communicable Diseases (NICD) of the National Health Laboratory Service (NHLS), Johannesburg, South Africa.
Daniel G AmoakoNational Institute for Communicable Diseases (NICD) of the National Health Laboratory Service (NHLS), Johannesburg, South Africa.
James Emmanuel SanKwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa.
Jennifer GiandhariKwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa.
Alex SigalAfrica Health Research Institute, Durban, South Africa.
NGS-SA
Carolyn WilliamsonInstitute of Infectious Disease and Molecular Medicine, Department of Pathology, University of Cape Town, Cape Town, South Africa.
Nei-Yuan HsiaoDivision of Medical Virology, University of Cape Town and National Health Laboratory Service, Cape Town South Africa.
Anne von GottbergNational Institute for Communicable Diseases (NICD) of the National Health Laboratory Service (NHLS), Johannesburg, South Africa.
Arne De KlerkInstitute of Infectious Diseases and Molecular Medicine, Division Of Computational Biology, Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town 7701, South Africa.
Robert W ShaferDivision of Infectious Diseases, Department of medicine, Stanford university, Stanford, CA, USA.
David L RobertsonMRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK.
Robert J WilkinsonWellcome Center for Infectious Diseases Research in Africa, Institute of Infectious Disease and Molecular Medicine and Department of Medicine, University of Cape Town, South Africa.
B Trevor SewellStructural Biology Research Unit, Department of Integrative Biomedical Sciences, Institute for Infectious Diseases and Molecular Medicine, University of Cape Town, South Africa.
Richard LessellsKwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa.
Anton NekrutenkoDepartment Of Biochemistry and Molecular Biology, The Pennsylvania State University, usegalaxy.org.
Allison J GreaneyBasic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA.
Tyler N StarrBasic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA.
Jesse D BloomBasic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA.
Ben MurrellDepartment of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden.
Eduan WilkinsonKwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa.
Ravindra K GuptaAfrica Health Research Institute, Durban, South Africa.
Tulio de OliveiraKwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa.
Sergei L Kosakovsky PondInstitute for Genomics and Evolutionary Medicine, Department of Biology, Temple University, Philadelphia, PA 19122, USA.
National Health Laboratory Service · ZAUniversity of Cape Town · ZAMRC University of Glasgow Centre for Virus Research · GBTemple University · USHoward Hughes Medical Institute · USPennsylvania State University · USUniversity of KwaZulu-Natal · ZAStellenbosch University · ZAUniversity of Cambridge · GBUniversity of Freiburg · DEAfrica Health Research Institute · ZARega Institute for Medical Research · BEUniversity of the Western Cape · ZA

Funding

Technology CoreU19AI135995 · NIAID · SCRIPPS RESEARCH INSTITUTE, THE · PI Kristian Graugaard Andersen · 2018 to 2026
$32.0M
HIV Drug Resistance DatabaseR24AI136618 · NIAID · STANFORD UNIVERSITY · PI ROBERT William SHAFER · 2018 to 2026
$7.3M
Turning big data analysis infrastructure for HIV researchR01AI134384 · NIAID · PENNSYLVANIA STATE UNIVERSITY, THE · PI NEKRUTENKO, ANTON, POND, SERGEI L KOSAKOVSKY · 2017 to 2021
$4.2M
Statistical Innovation to Integrate Sequences and Phenotypes for Scalable Phylodynamic InferenceR01AI153044 · NIAID · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Marc A. Suchard · 2021 to 2026
$2.4M
Prospectively characterizing the functional and antigenic effects of mutations to viral entry proteinsR01AI141707 · NIAID · FRED HUTCHINSON CANCER RESEARCH CENTER · PI BLOOM, JESSE D · 2018 to 2022
$2.1M
Medical Research Council MC_UU_12014/12NIAID NIH HHS R01 AI134384NIAID NIH HHS R01 AI141707NIAID NIH HHS R01 AI153044NIAID NIH HHS R24 AI136618NIAID NIH HHS U19 AI135995Wellcome Trust
6 · The paper itself

Abstract

Among the 30 non-synonymous nucleotide substitutions in the Omicron S-gene are 13 that have only rarely been seen in other SARS-CoV-2 sequences. These mutations cluster within three functionally important regions of the S-gene at sites that will likely impact (i) interactions between subunits of the Spike trimer and the predisposition of subunits to shift from down to up configurations, (ii) interactions of Spike with ACE2 receptors, and (iii) the priming of Spike for membrane fusion. We show here that, based on both the rarity of these 13 mutations in intrapatient sequencing reads and patterns of selection at the codon sites where the mutations occur in SARS-CoV-2 and related sarbecoviruses, prior to the emergence of Omicron the mutations would have been predicted to decrease the fitness of any genomes within which they occurred. We further propose that the mutations in each of the three clusters therefore cooperatively interact to both mitigate their individual fitness costs, and adaptively alter the function of Spike. Given the evident epidemic growth advantages of Omicron over all previously known SARS-CoV-2 lineages, it is crucial to determine both how such complex and highly adaptive mutation constellations were assembled within the Omicron S-gene, and why, despite unprecedented global genomic surveillance efforts, the early stages of this assembly process went completely undetected.

Identifiers

PMID35075456
PMCPMC8786225
OpenAlexW4206284367

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LicenceCC BY
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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.