Evidence map›Paper›PMID 34876157›Full record

ReviewJournal of translational medicine2021

Multi-omics approach to COVID-19: a domain-based literature review.

Chiara Montaldo, Francesco Messina, Isabella Abbate, Manuela Antonioli, Veronica Bordoni, Alessandra Aiello, Fabiola Ciccosanti, Francesca Colavita, Chiara Farroni, Saeid Najafi Fard and 12 more

Abstract readReview
In one paragraph

Review in Journal of translational medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 2 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

15 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. HLA-E-restricted SARS-CoV-2 epitopes drive CD8Journal of translational medicine · 2026
    Article
  4. Review
  5. Article
  6. Article
  7. Article
  8. Article
  9. Lung T cell response in COVID-19.Frontiers in immunology · 2023
    Review
  10. Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Rare Variants in Inborn Errors of Immunity Genes Associated With Covid-19 Severity.Frontiers in cellular and infection microbiology · 2022
    Article
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

22 authors.

Chiara Montaldo *National Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Francesco Messina *National Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Isabella AbbateNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Manuela AntonioliNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Veronica BordoniNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Alessandra AielloNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Fabiola CiccosantiNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Francesca ColavitaNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Chiara FarroniNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Saeid Najafi FardNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Emanuela GiombiniNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Delia GolettiNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Giulia MatusaliNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Gabriella RozeraNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Martina RuecaNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Alessandra SacchiNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Mauro PiacentiniNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Chiara AgratiNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Gian Maria FimiaNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Maria Rosaria CapobianchiNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy. maria.capobianchi@inmi.it.ORCID 0000-0003-3465-0071
Francesco Nicola LauriaNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.
Giuseppe IppolitoNational Institute for Infectious Diseases, "Lazzaro Spallanzani" - IRCCS, Via Portuense, 292, 00149, Rome, Italy.

Funding

H2020 European Research Council PANDORA-ID-NETMinistero della Salute Ricerca Corrente program 1Ministero dell'Economia e delle Finanze CCR-2017-23669075
6 · The paper itself

Abstract

backgroundOmics data, driven by rapid advances in laboratory techniques, have been generated very quickly during the COVID-19 pandemic. Our aim is to use omics data to highlight the involvement of specific pathways, as well as that of cell types and organs, in the pathophysiology of COVID-19, and to highlight their links with clinical phenotypes of SARS-CoV-2 infection.

methodsThe analysis was based on the domain model, where for domain it is intended a conceptual repository, useful to summarize multiple biological pathways involved at different levels. The relevant domains considered in the analysis were: virus, pathways and phenotypes. An interdisciplinary expert working group was defined for each domain, to carry out an independent literature scoping review.

resultsThe analysis revealed that dysregulated pathways of innate immune responses, (i.e., complement activation, inflammatory responses, neutrophil activation and degranulation, platelet degranulation) can affect COVID-19 progression and outcomes. These results are consistent with several clinical studies.

conclusionsMulti-omics approach may help to further investigate unknown aspects of the disease. However, the disease mechanisms are too complex to be explained by a single molecular signature and it is necessary to consider an integrated approach to identify hallmarks of severity.

Indexed as

COVID-19HumansImmunity, InnatePandemicsSARS-CoV-2Conceptual domainCOVID-19Host signaturesOmicsPathwaysPhenotypesSARS-CoV-2

Identifiers

PMID34876157
PMCPMC8649311

What OpenQuestion holds

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Registered trials

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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.