Evidence map›Paper›PMID 33514319›Full record

ArticleBMC ecology and evolution2021

Horizontal gene transfer and recombination analysis of SARS-CoV-2 genes helps discover its close relatives and shed light on its origin.

Vladimir Makarenkov, Bogdan Mazoure, Guillaume Rabusseau, Pierre Legendre

Open access · goldAbstract read
In one paragraph

Article in BMC ecology and evolution, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed, 1 pooled it
4.2field-weighted citation impact, top 5% 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

38 citing papers in PubMed, 1 synthesis or guideline pooled it, 69 citations in OpenAlex.

  1. Pooled it
  2. Review
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  8. Article
  9. The coronavirus recombination pathway.Cell host & microbe · 2023
    Review
  10. Article
  11. Review
  12. virDTL: Viral Recombination Analysis Through Phylogenetic Reconciliation and Its Application to Sarbecoviruses and SARS-CoV-2.Journal of computational biology : a journal of computational molecular cell biology · 2023
    Article
  13. Review
  14. Article
  15. Article
  16. Role of the Pangolin in Origin of SARS-CoV-2: An Evolutionary Perspective.International journal of molecular sciences · 2022
    Article
  17. 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 at 4 institutions in 2 countries.

Vladimir Makarenkov *Département d'informatique, Université du Québec à Montréal, Montreal, QC, Canada. makarenkov.vladimir@uqam.ca.ORCID 0000-0003-3753-5925
Bogdan Mazoure *Montreal Institute for Learning Algorithms (Mila), Montreal, QC, Canada.
Guillaume RabusseauMontreal Institute for Learning Algorithms (Mila), Montreal, QC, Canada.
Pierre LegendreDépartement de Sciences Biologiques, Université de Montréal, C. P. 6128, Succursale Centre-Ville, Montreal, QC, H3C 3J7, Canada.
Computer Research Institute of Montréal · CAMila - Quebec Artificial Intelligence Institute · CAUniversité de Montréal · CAUniversité du Québec à Montréal · CA

Funding

Canadian Institute for Advanced Research CF-0136Natural Sciences and Engineering Research Council of Canada 249644
6 · The paper itself

Abstract

backgroundThe SARS-CoV-2 pandemic is one of  the greatest  global medical and social challenges that have emerged in recent history. Human coronavirus strains discovered during previous SARS outbreaks have been hypothesized to pass from bats to humans using intermediate hosts, e.g. civets for SARS-CoV and camels for MERS-CoV. The discovery of an intermediate host of SARS-CoV-2 and the identification of specific mechanism of its emergence in humans are topics of primary evolutionary importance. In this study we investigate the evolutionary patterns of 11 main genes of SARS-CoV-2. Previous studies suggested that the genome of SARS-CoV-2 is highly similar to the horseshoe bat coronavirus RaTG13 for most of the genes and to some Malayan pangolin coronavirus (CoV) strains for the receptor binding (RB) domain of the spike protein.

resultsWe provide a detailed list of statistically significant horizontal gene transfer and recombination events (both intergenic and intragenic) inferred for each of 11 main genes of the SARS-CoV-2 genome. Our analysis reveals that two continuous regions of genes S and N of SARS-CoV-2 may result from intragenic recombination between RaTG13 and Guangdong (GD) Pangolin CoVs. Statistically significant gene transfer-recombination events between RaTG13 and GD Pangolin CoV have been identified in region [1215-1425] of gene S and region [534-727] of gene N. Moreover, some statistically significant recombination events between the ancestors of SARS-CoV-2, RaTG13, GD Pangolin CoV and bat CoV ZC45-ZXC21 coronaviruses have been identified in genes ORF1ab, S, ORF3a, ORF7a, ORF8 and N. Furthermore, topology-based clustering of gene trees inferred for 25 CoV organisms revealed a three-way evolution of coronavirus genes, with gene phylogenies of ORF1ab, S and N forming the first cluster, gene phylogenies of ORF3a, E, M, ORF6, ORF7a, ORF7b and ORF8 forming the second cluster, and phylogeny of gene ORF10 forming the third cluster.

conclusionsThe results of our horizontal gene transfer and recombination analysis suggest that SARS-CoV-2 could not only be a chimera virus resulting from recombination of the bat RaTG13 and Guangdong pangolin coronaviruses but also a close relative of the bat CoV ZC45 and ZXC21 strains. They also indicate that a GD pangolin may be an intermediate host of this dangerous virus.

Indexed as

COVID-19SARS-CoV-2AnimalsEvolution, MolecularGene Transfer, HorizontalGenome, ViralHumansConsensus treeEvolution of SARS-CoV-2Gene evolutionHorizontal gene transferPhylogenetic networkRecombination

Identifiers

PMID33514319
PMCPMC7817968
OpenAlexW3125550983

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.