Evidence map›Paper›PMID 34537136›Full record

ArticleCell2021

The emergence and ongoing convergent evolution of the SARS-CoV-2 N501Y lineages.

Darren P Martin, Steven Weaver, Houriiyah Tegally, James Emmanuel San, Stephen D Shank, Eduan Wilkinson, Alexander G Lucaci, Jennifer Giandhari, Sureshnee Naidoo, Yeshnee Pillay and 14 more

Abstract read
In one paragraph

Article in Cell, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 181 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
181citing papers in PubMed, 1 pooled it
–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

181 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  6. The genetic foundations of convergent traits.Nature reviews. Genetics · 2026
    Review
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  14. MoleRate: comparing molecular relative evolutionary rates to detect convergent evolution.Evolution; international journal of organic evolution · 2026
    Article
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121 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

24 authors.

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. Electronic address: darrenpatrickmartin@gmail.com.
Steven WeaverInstitute for Genomics and Evolutionary Medicine, Department of Biology, Temple University, Philadelphia, PA 19122, USA.
Houriiyah TegallyKwaZulu-Natal Research Innovation and Sequencing Platform, School of Laboratory Medicine & Medical Sciences, University of KwaZulu- Natal, Durban 4001, South Africa.
James Emmanuel SanKwaZulu-Natal Research Innovation and Sequencing Platform, School of Laboratory Medicine & Medical Sciences, University of KwaZulu- Natal, Durban 4001, South Africa.
Stephen D ShankInstitute for Genomics and Evolutionary Medicine, Department of Biology, Temple University, Philadelphia, PA 19122, USA.
Eduan WilkinsonKwaZulu-Natal Research Innovation and Sequencing Platform, School of Laboratory Medicine & Medical Sciences, University of KwaZulu- Natal, Durban 4001, South Africa.
Alexander G LucaciInstitute for Genomics and Evolutionary Medicine, Department of Biology, Temple University, Philadelphia, PA 19122, USA.
Jennifer GiandhariKwaZulu-Natal Research Innovation and Sequencing Platform, School of Laboratory Medicine & Medical Sciences, University of KwaZulu- Natal, Durban 4001, South Africa.
Sureshnee NaidooKwaZulu-Natal Research Innovation and Sequencing Platform, School of Laboratory Medicine & Medical Sciences, University of KwaZulu- Natal, Durban 4001, South Africa.
Yeshnee PillayKwaZulu-Natal Research Innovation and Sequencing Platform, School of Laboratory Medicine & Medical Sciences, University of KwaZulu- Natal, Durban 4001, South Africa.
Lavanya SinghKwaZulu-Natal Research Innovation and Sequencing Platform, School of Laboratory Medicine & Medical Sciences, University of KwaZulu- Natal, Durban 4001, South Africa.
Richard J LessellsKwaZulu-Natal Research Innovation and Sequencing Platform, School of Laboratory Medicine & Medical Sciences, University of KwaZulu- Natal, Durban 4001, South Africa.
NGS-SAhttp://www.krisp.org.za/ngs-sa/ngs-sa_network_for_genomic_surveillance_south_africa/.
COVID-19 Genomics UK (COG-UK)https://www.cogconsortium.uk.
Ravindra K GuptaClinical Microbiology, University of Cambridge, Cambridge CB2 1TN, UK; Africa Health Research Institute, KwaZulu-Natal 4013, South Africa.
Joel O WertheimDepartment of Medicine, University of California San Diego, La Jolla, CA 92093, USA.
Anton NekturenkoDepartment of Biochemistry and Molecular Biology, The Pennsylvania State University, State College, PA 16802, USA.
Ben MurrellDepartment of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm 141 83, Sweden.
Gordon W HarkinsSouth African Medical Research Council Capacity Development Unit, South African National Bioinformatics Institute, University of the Western Cape, Bellville 7635, South Africa.
Philippe LemeyDepartment of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven 3000, Belgium.
Oscar A MacLeanMRC-University of Glasgow Centre for Virus Research, Glasgow 12 8QQ, Scotland, UK.
David L RobertsonMRC-University of Glasgow Centre for Virus Research, Glasgow 12 8QQ, Scotland, UK.
Tulio de OliveiraKwaZulu-Natal Research Innovation and Sequencing Platform, School of Laboratory Medicine & Medical Sciences, University of KwaZulu- Natal, Durban 4001, South Africa; Department of Global Health, University of Washington, Seattle, WA 98195-4550, USA. Electronic address: tuliodna@gmail.com.
Sergei L Kosakovsky PondInstitute for Genomics and Evolutionary Medicine, Department of Biology, Temple University, Philadelphia, PA 19122, USA. Electronic address: spond@temple.edu.

Funding

H3ABioNet: informatics solutions for H3AfricaU24HG006941 · NHGRI · UNIVERSITY OF CAPE TOWN · PI MULDER, NICOLA · 2017 to 2021
$12.9M
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
HIV Evolution Defines Virus-Host/Drug Interactions In Viremic and Aviremic PeopleR01AI140970 · NIAID · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Ronald I Swanstrom, Shuntai Zhou · 2018 to 2026
$4.1M
Automation and Evaluation of Real-Time Transmission Network-Based HIV Prevention Services in New York CityR01AI135992 · NIAID · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI WERTHEIM, JOEL OKRENT · 2018 to 2022
$3.6M
Characterizing intact proviral HIV-1 reservoir size and determinants of reservoir dynamics in African populationsU01AI152151 · NIAID · UNIVERSITY OF CAPE TOWN · PI ABRAHAMS, MELISSA-ROSE · 2020 to 2024
$914k
Medical Research Council MC_PC_19026Medical Research Council MC_PC_19027Medical Research Council MC_UU_12014/12NHGRI NIH HHS U24 HG006941NIAID NIH HHS R01 AI134384NIAID NIH HHS R01 AI135992NIAID NIH HHS R01 AI140970NIAID NIH HHS U01 AI152151Wellcome Trust 206369/Z/17/Z
6 · The paper itself

Abstract

The independent emergence late in 2020 of the B.1.1.7, B.1.351, and P.1 lineages of SARS-CoV-2 prompted renewed concerns about the evolutionary capacity of this virus to overcome public health interventions and rising population immunity. Here, by examining patterns of synonymous and non-synonymous mutations that have accumulated in SARS-CoV-2 genomes since the pandemic began, we find that the emergence of these three "501Y lineages" coincided with a major global shift in the selective forces acting on various SARS-CoV-2 genes. Following their emergence, the adaptive evolution of 501Y lineage viruses has involved repeated selectively favored convergent mutations at 35 genome sites, mutations we refer to as the 501Y meta-signature. The ongoing convergence of viruses in many other lineages on this meta-signature suggests that it includes multiple mutation combinations capable of promoting the persistence of diverse SARS-CoV-2 lineages in the face of mounting host immune recognition.

Indexed as

Evolution, MolecularMutationPandemicsAmino Acid SequenceCodonCOVID-19Genes, ViralGenetic DriftHost AdaptationHumansImmune EvasionPhylogenyPublic HealthSARS-CoV-2Codonconvergent mutationsCOVID 19directional selectiondiversifying selectionevolutionary adaptationimmune evasionlineage-defining mutationspositive selectionrecurrent mutationstransmission advantage

Identifiers

PMID34537136
PMCPMC8421097

What OpenQuestion holds

Textmetadata
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.