Evidence map›Paper›PMID 32387564›Full record

ArticleInfection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases2020

Emergence of genomic diversity and recurrent mutations in SARS-CoV-2.

Lucy van Dorp, Mislav Acman, Damien Richard, Liam P Shaw, Charlotte E Ford, Louise Ormond, Christopher J Owen, Juanita Pang, Cedric C S Tan, Florencia A T Boshier and 2 more

Abstract read
In one paragraph

Article in Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 485 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
485citing papers in PubMed, 3 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

485 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Article
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  6. Proteomics in the Diagnosis of Viral and Pathogenic Infections.Advances in experimental medicine and biology · 2026
    Review
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425 more citing papers are in PubMed but not listed here.

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

12 authors.

Lucy van DorpUCL Genetics Institute, University College London, London WC1E 6BT, UK. Electronic address: lucy.dorp.12@ucl.ac.uk.
Mislav AcmanUCL Genetics Institute, University College London, London WC1E 6BT, UK.
Damien RichardCirad, UMR PVBMT, F-97410, St Pierre, Réunion, France; Université de la Réunion, UMR PVBMT, F-97490, St Denis, Réunion, France.
Liam P ShawNuffield Department of Medicine, John Radcliffe Hospital, University of Oxford, Oxford OX3 9DU, UK.
Charlotte E FordUCL Genetics Institute, University College London, London WC1E 6BT, UK.
Louise OrmondUCL Genetics Institute, University College London, London WC1E 6BT, UK.
Christopher J OwenUCL Genetics Institute, University College London, London WC1E 6BT, UK.
Juanita PangUCL Genetics Institute, University College London, London WC1E 6BT, UK; Division of Infection and Immunity, University College London, London WC1E 6BT, UK.
Cedric C S TanUCL Genetics Institute, University College London, London WC1E 6BT, UK.
Florencia A T BoshierDivision of Infection and Immunity, University College London, London WC1E 6BT, UK.
Arturo Torres OrtizUCL Genetics Institute, University College London, London WC1E 6BT, UK; Department of Infectious Disease, Imperial College, London W2 1NY, UK.
François BallouxUCL Genetics Institute, University College London, London WC1E 6BT, UK. Electronic address: f.balloux@ucl.ac.uk.

Funding

Biotechnology and Biological Sciences Research Council BB/R01356X/1Cancer Research UK 27981
6 · The paper itself

Abstract

SARS-CoV-2 is a SARS-like coronavirus of likely zoonotic origin first identified in December 2019 in Wuhan, the capital of China's Hubei province. The virus has since spread globally, resulting in the currently ongoing COVID-19 pandemic. The first whole genome sequence was published on January 5 2020, and thousands of genomes have been sequenced since this date. This resource allows unprecedented insights into the past demography of SARS-CoV-2 but also monitoring of how the virus is adapting to its novel human host, providing information to direct drug and vaccine design. We curated a dataset of 7666 public genome assemblies and analysed the emergence of genomic diversity over time. Our results are in line with previous estimates and point to all sequences sharing a common ancestor towards the end of 2019, supporting this as the period when SARS-CoV-2 jumped into its human host. Due to extensive transmission, the genetic diversity of the virus in several countries recapitulates a large fraction of its worldwide genetic diversity. We identify regions of the SARS-CoV-2 genome that have remained largely invariant to date, and others that have already accumulated diversity. By focusing on mutations which have emerged independently multiple times (homoplasies), we identify 198 filtered recurrent mutations in the SARS-CoV-2 genome. Nearly 80% of the recurrent mutations produced non-synonymous changes at the protein level, suggesting possible ongoing adaptation of SARS-CoV-2. Three sites in Orf1ab in the regions encoding Nsp6, Nsp11, Nsp13, and one in the Spike protein are characterised by a particularly large number of recurrent mutations (>15 events) which may signpost convergent evolution and are of particular interest in the context of adaptation of SARS-CoV-2 to the human host. We additionally provide an interactive user-friendly web-application to query the alignment of the 7666 SARS-CoV-2 genomes.

Indexed as

Genetic VariationGenome, ViralAdaptation, PhysiologicalAntiviral AgentsBetacoronavirusCoronavirus InfectionsCOVID-19COVID-19 VaccinesHumansLikelihood FunctionsMutationPandemicsPhylogenyPneumonia, ViralSARS-CoV-2Viral VaccinesAntiviral AgentsCOVID-19 VaccinesViral VaccinesBetacoronavirusHomoplasiesMutationPhylogenetics

Identifiers

PMID32387564
PMCPMC7199730

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.