Cited by 64Poxvirus research and outbreaksVirology and Viral DiseasesViral Infections and Outbreaks Research

The DOI matches its Crossref record; 4 of the 4 references it cites were found in a registry or an index.

Genomic and transcriptomic analysis of the recent Mpox outbreak

Open access
Giorgi, Federico M., Pozzobon, Daniele, Di Meglio, Antonio, Mercatelli, Daniele·2024·Vaccine

Published version of a preprint

Abstract

The Mpox (formerly named Monkeypox) virus is the etiological cause of a recent multi-country outbreak, with thousands of distinct cases detected outside the endemic areas of Africa as of December 2023. In this article, we analyze the sequences of full genomes of Mpox virus from Europe and compare them with all available Mpox sequences of historical relevance, annotated by year and geographic origin, as well as related Cowpox and Variola (smallpox) virus sequences. Our results show that the recent outbreak is most likely originating from the West African clade of Mpox, with >99 % sequence identity with sequences derived from historical and recent cases, dating from 1971 to 2017. We analyze specific mutations occurring in viral proteins between the current outbreak, previous Mpox and Cowpox sequences, and the historical Variola virus. Genome-wide sequence analysis of the recent outbreak and other Mpox/Cowpox/Variola viruses shows a very high conservation, with 97.9 % (protein-based) and 97.8 % (nucleotide-based) sequence identity. We identified significant correlation in human transcriptional responses as well, with a conserved immune pathway response induced in human cell cultures by the three families of Pox virus. The similarities identified between the major strains of Pox viruses, as well as within the Mpox clades, both at the genomic and transcriptomic levels, provide a molecular basis for the observed efficacy of Variola vaccines in other Poxviruses.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.vaccine.2023.12.086

Cites

4 of 4 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Flagged first, then by citations

Show all 4 references

Research works printed but not linked: 57

  1. Mitjà, 2023, Monkeypox, Lancet, 401, 60, 10.1016/S0140-6736(22)02075-X · DOI
  2. Henderson, 2011, The eradication of smallpox – an overview of the past, present, and future, Vaccine, 29, D7, 10.1016/j.vaccine.2011.06.080 · DOI
  3. McCollum, 2014, Human Monkeypox, Clin Infect Dis, 58, 260, 10.1093/cid/cit703 · DOI
  4. Tomori, 2022, Monkeypox: the consequences of neglecting a disease, anywhere, Science, 377, 1261, 10.1126/science.add3668 · DOI
  5. Mahase, 2022, Seven Monkeypox cases are confirmed in England, BMJ, 377
  6. Aljabali, 2022, Monkeypox virus: an emerging epidemic, Microb Pathog, 173, 10.1016/j.micpath.2022.105794 · DOI
  7. Bunge, 2022, The changing epidemiology of human Monkeypox—a potential threat? A systematic review, PLoS Negl Trop Dis, 16, e0010141, 10.1371/journal.pntd.0010141 · DOI
  8. Vaughan, 2020, Human-to-human transmission of Monkeypox virus, United Kingdom, October 2018, Emerg Infect Dis, 26, 782, 10.3201/eid2604.191164 · DOI
  9. Mahase, 2022, Monkeypox: what do we know about the outbreaks in Europe and North America?, BMJ, 377
  10. Mauldin, 2022, Exportation of Monkeypox virus from the African continent, J Infect Dis, 225, 1367, 10.1093/infdis/jiaa559 · DOI
  11. Velavan, 2022, Outbreak: an update, Trop Med Int Health, 2022
  12. Karumathil, 2018, Evolution of synonymous codon usage bias in West African and Central African strains of Monkeypox virus, Evol Bioinform Online, 14, 10.1177/1176934318761368 · DOI
  13. Chen, 2005, Virulence differences between Monkeypox virus isolates from West Africa and the Congo Basin, Virology, 340, 46, 10.1016/j.virol.2005.05.030 · DOI
  14. Douglass, 1992, Independent evolution of Monkeypox and Variola viruses, J Virol, 66, 7565, 10.1128/jvi.66.12.7565-7567.1992 · DOI
  15. Shchelkunov, 1998, The genomic sequence analysis of the left and right species-specific terminal region of a cowpox virus strain reveals unique sequences and a cluster of intact ORFs for immunomodulatory and host range proteins, Virology, 243, 432, 10.1006/viro.1998.9039 · DOI
  16. Shchelkunov, 2001, Human Monkeypox and smallpox viruses: genomic comparison, FEBS Lett, 509, 66, 10.1016/S0014-5793(01)03144-1 · DOI
  17. Fine, 1988, The transmission potential of Monkeypox Virus in human populations, Int J Epidemiol, 17, 643, 10.1093/ije/17.3.643 · DOI
  18. Kugelman, 2014, Genomic variability of Monkeypox Virus among Humans, Democratic Republic of the Congo, Emerg Infect Dis, 20, 10.3201/eid2002.130118 · DOI
  19. Karagoz, 2023, Monkeypox (Mpox) Virus: classification, origin, transmission, genome organization, antiviral drugs, and molecular diagnosis, J Infect Public Health, 16, 531, 10.1016/j.jiph.2023.02.003 · DOI
  20. Hadfield, 2018, Nextstrain: real-time tracking of pathogen evolution, Bioinformatics, 34, 4121, 10.1093/bioinformatics/bty407 · DOI · Paper page
  21. Barrett JW, McFadden G. CHAPTER 19 - origin and evolution of poxviruses. In: Domingo E, Parrish CR, Holland JJ, editors, Origin and evolution of viruses (second edition). Academic Press: London; 2008. pp. 431–46. ISBN 978-0-12-374153-0. · DOI
  22. Chen, 2022, Global landscape of SARS-CoV-2 genomic surveillance and data sharing, Nat Genet, 54, 499, 10.1038/s41588-022-01033-y · DOI
  23. Shu, 2017, GISAID: global initiative on sharing all influenza data – from vision to reality, Eurosurveillance, 22, 30494, 10.2807/1560-7917.ES.2017.22.13.30494 · DOI · Paper page
  24. Altschul, 1990, Basic local alignment search tool, J Mol Biol, 215, 403, 10.1016/S0022-2836(05)80360-2 · DOI · Paper page
  25. Shchelkunov, 1996, Analysis of the nucleotide sequence of 23.8 Kbp from the left terminus of the genome of variola major virus strain India-1967, Virus Res, 40, 169, 10.1016/0168-1702(95)01269-9 · DOI
  26. Prag, 2003, Molecular phylogeny of the Kelch-repeat superfamily reveals an expansion of BTB/Kelch proteins in animals, BMC Bioinf, 4, 42, 10.1186/1471-2105-4-42 · DOI
  27. Gupta, 2021, A comprehensive profile of genomic variations in the SARS-CoV-2 isolates from the state of Telangana, India J Gen Virol, 102
  28. Moss, 2006, Poxvirus entry and membrane fusion, Virology, 344, 48, 10.1016/j.virol.2005.09.037 · DOI
  29. Singh, 2016, The vaccinia virus H3 envelope protein, a major target of neutralizing antibodies, exhibits a glycosyltransferase fold and binds UDP-Glucose, J Virol, 90, 5020, 10.1128/JVI.02933-15 · DOI
  30. Drexler, 2003, Identification of vaccinia virus epitope-specific HLA-A*0201-restricted T cells and comparative analysis of smallpox vaccines, Proc Natl Acad Sci U S A, 100, 217, 10.1073/pnas.262668999 · DOI
  31. Bourquain, 2013, Comparison of host cell gene expression in Cowpox, Monkeypox or vaccinia virus-infected cells reveals virus-specific regulation of immune response genes, Virol J, 10, 61, 10.1186/1743-422X-10-61 · DOI
  32. York, 2022, The bodily distribution of Monkeypox virus, Nat Rev Microbiol, 20, 703
  33. Santos, 2006, Vaccinia virus B1R kinase interacts with JIP1 and modulates C-Jun-dependent signaling, J Virol, 80, 7667, 10.1128/JVI.00967-06 · DOI
  34. Soh, 2008, I SA channel complexes include four subunits each of DPP6 and Kv4.2, J Biol Chem, 283, 15072, 10.1074/jbc.M706964200 · DOI
  35. Horn, 2007, GenomeRNAi: a database for cell-based RNAi phenotypes, Nucleic Acids Res, 35, D492, 10.1093/nar/gkl906 · DOI
  36. Liberzon, 2015, The molecular signatures database (MSigDB) hallmark gene set collection, Cell Syst, 1, 417, 10.1016/j.cels.2015.12.004 · DOI · Paper page
  37. Riedel, 2005, Edward Jenner and the history of smallpox and vaccination, Proc (Bayl Univ Med Cent), 18, 21
  38. Breman, 1980, Human Monkeypox, 1970-79, Bull World Health Organ, 58, 165
  39. Liu, 2020, Composition and divergence of coronavirus spike proteins and host ACE2 receptors predict potential intermediate hosts of SARS-CoV-2, J Med Virol, 92, 595, 10.1002/jmv.25726 · DOI
  40. Bettini, 2021, SARS-CoV-2 MRNA vaccines: immunological mechanism and beyond, Vaccines, 9, 147, 10.3390/vaccines9020147 · DOI
  41. Milton, 2012, What Was the primary mode of smallpox transmission? Implications for biodefense, Front Cell Infect Microbiol, 2, 10.3389/fcimb.2012.00150 · DOI
  42. Scarpa, 2023, On the SARS-CoV-2 BA.2.75 variant: a genetic and structural point of view, J Med Virol, 95, e28119, 10.1002/jmv.28119 · DOI
  43. Wang, 2023, Genomic annotation and molecular eVOLUTION of Monkeypox virus outbreak in 2022, J Med Virol, 95, e28036, 10.1002/jmv.28036 · DOI
  44. Jolly, 2022, A distinct phylogenetic cluster of Monkeypox genomes suggests an early and cryptic spread of the virus, J Infect
  45. Zumla, 2022, Monkeypox outbreaks outside endemic regions: scientific and social priorities, Lancet Infect Dis, 10.1016/S1473-3099(22)00354-1 · DOI
  46. Akhtar, 2022, Immunoinformatics-aided design of a peptide based multiepitope vaccine targeting glycoproteins and membrane proteins against Monkeypox virus, Viruses, 14, 2374, 10.3390/v14112374 · DOI
  47. Swetha, 2022, Multi-epitope vaccine for Monkeypox using pan-genome and reverse vaccinology approaches, Viruses, 14, 2504, 10.3390/v14112504 · DOI
  48. Gibney, 2011, Searching NCBI databases using entrez, Curr Protoc Bioinform, 34, 1.3.1, 10.1002/0471250953.bi0103s34 · DOI
  49. Treangen, 2014, The harvest suite for rapid core-genome alignment and visualization of thousands of intraspecific microbial genomes, Genome Biol, 15, 524, 10.1186/s13059-014-0524-x · DOI
  50. Edgar, 2004, MUSCLE: multiple sequence alignment with high accuracy and high throughput, Nucleic Acids Res, 32, 1792, 10.1093/nar/gkh340 · DOI · Paper page
  51. Waterhouse, 2009, Jalview version 2—a multiple sequence alignment editor and analysis workbench, Bioinformatics, 25, 1189, 10.1093/bioinformatics/btp033 · DOI
  52. Saitou, 1987, The neighbor-joining method: a new method for reconstructing phylogenetic trees, Mol Biol Evol, 4, 406
  53. Felsenstein, 1985, Confidence limits on phylogenies: an approach using the bootstrap, Evolution, 39, 783, 10.1111/j.1558-5646.1985.tb00420.x · DOI
  54. Tamura, 2021, MEGA11: molecular evolutionary genetics analysis version 11, Mol Biol Evol, 38, 3022, 10.1093/molbev/msab120 · DOI
  55. Ritchie, 2015, Limma powers differential expression analyses for RNA-sequencing and microarray studies, Nucleic Acids Res, 43, e47, 10.1093/nar/gkv007 · DOI · Paper page
  56. Giorgi, 2022, The R language: an engine for bioinformatics and data science, Life (Basel), 12, 648
  57. Mercatelli, 2020, Corto: a lightweight R package for gene network inference and master regulator analysis, Bioinformatics, 36, 3916, 10.1093/bioinformatics/btaa223 · DOI

Metadata

Authors
Giorgi, F. M., Pozzobon, D., Di Meglio, A., & Mercatelli, D.
Affiliations
University of Bologna (IT)
Corresponding author
Giorgi, Federico M.
Venue
Vaccine
Publisher
Elsevier BV
Published
2024-03
Volume
42
Issue
7
Pages
1841-1849
ISSN
0264-410X (ISSN-L)
OpenAlex
W4391510034
Cited by
64
References
4
Citations by year
2026: 12 · 2025: 7 · 2024: 16
FWCI
8.11
Type
journal article
Language
en
Open access
Locations
  • Vaccine (publishedVersion, cc-by-nc-nd)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
  • Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) (submittedVersion, cc-by-nc-nd)
Funders
Ministero dell’Istruzione, dell’Università e della Ricerca (2022CEHEX8)
Topics
  • Life Sciences › Immunology and Microbiology › Virology › Poxvirus research and outbreaks
  • Health Sciences › Medicine › Epidemiology › Virology and Viral Diseases
  • Health Sciences › Medicine › Infectious Diseases › Viral Infections and Outbreaks Research
Keywords
monkeypox virus, monkeypox outbreak, cowpox virus, variola virus, smallpox, West African clade, host immune response
MeSH terms
Animals, Disease Outbreaks, DNA, Viral, Humans, Monkeypox virus, Poxviridae, Smallpox, Variola virus, Cowpox, Gene Expression Profiling, Genomics, Mpox, Monkeypox, Mpox (monkeypox)

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review