Evidence map›Paper›PMID 38686386›Full record

ArticleFrontiers in immunology2024

Proteomics validate circulating GDF-15 as an independent biomarker for COVID-19 severity.

Simeng Bu, Léna Royston, Tsoarello Mabanga, Carolina A Berini, Cécile Tremblay, Bertrand Lebouché, Joseph Cox, Cecilia T Costiniuk, Madeleine Durand, Stephane Isnard and 1 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in immunology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
4.7field-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

13 citing papers in PubMed, 10 citations in OpenAlex.

  1. Article
  2. Functional segregation of body-brain signals in the area postrema.bioRxiv : the preprint server for biology · 2026
    Article
  3. Article
  4. Review
  5. Article
  6. Review
  7. Article
  8. Article
  9. Article
  10. Utility of Protein Markers in COVID-19 Patients.International journal of molecular sciences · 2025
    Review
  11. Review
  12. Plasma Proteins Associated with COVID-19 Severity in Puerto Rico.International journal of molecular sciences · 2024
    Article
  13. 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

11 authors at 2 institutions in 2 countries.

Simeng BuResearch Institute of the McGill University Health Centre, Montreal, QC, Canada.
Léna RoystonResearch Institute of the McGill University Health Centre, Montreal, QC, Canada.
Tsoarello MabangaResearch Institute of the McGill University Health Centre, Montreal, QC, Canada.
Carolina A BeriniResearch Institute of the McGill University Health Centre, Montreal, QC, Canada.
Cécile TremblayDépartement de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada.
Bertrand LebouchéResearch Institute of the McGill University Health Centre, Montreal, QC, Canada.
Joseph CoxResearch Institute of the McGill University Health Centre, Montreal, QC, Canada.
Cecilia T CostiniukResearch Institute of the McGill University Health Centre, Montreal, QC, Canada.
Madeleine DurandDépartement de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada.
Stephane Isnard *Research Institute of the McGill University Health Centre, Montreal, QC, Canada.
Jean-Pierre Routy *Research Institute of the McGill University Health Centre, Montreal, QC, Canada.
McGill University Health Centre · CACentre Hospitalier de l’Université de Montréal · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Growth differentiation factor 15 (GDF-15) was originally described as a stress-induced cytokine, and a biomarker of aging and cardiovascular diseases. We hypothesized that circulating GDF-15 would be associated with COVID-19 disease severity. Herein, we explored this hypothesis in a large cohort of COVID-19 patients. Methods: Blood samples were collected from 926 COVID-19 adult patients and from 285 hospitalized controls from the Biobanque Québécoise de la COVID-19 (BQC19). COVID-19 severity was graded according to the WHO criteria. SOMAscan proteomics assay was performed on 50µL of plasma. ELISA were performed on 46 selected participants with left-over plasma to validate differences in plasma GDF-15 levels. Statistical analyses were conducted using GraphPad Prism 9.0 and SPSS. P values < 0.01 were considered significant. Results: Proteomics showed that plasma GDF-15 levels were higher in COVID-19 patients compared to hospitalized controls. GDF-15 levels increased with COVID-19 severity. COVID-19 patients presenting with comorbidities including diabetes, cancer, chronic obstructive pulmonary disease (COPD) and cardiovascular disease had higher GDF-15 levels. ELISA revealed significant elevation of GDF-15 until 30 days after hospitalization. Plasma GDF-15 elevation was correlated with older age. Moreover, GDF-15 levels correlated with pro-inflammatory cytokine interleukin-6 (IL-6) and inflammation marker C-reactive protein (CRP) as well as soluble levels of its putative receptor CD48. No association was established between anti-SARS-CoV-2 IgG levels and plasma GDF-15 levels. Conclusions: This study confirms GDF-15 as a biomarker for COVID-19 severity. Clinical evaluation of GDF-15 levels could assist identification of persons at high-risk of progressing to severe disease, thus improving patient care.

Indexed as

BiomarkersCOVID-19Growth Differentiation Factor 15ProteomicsSARS-CoV-2Severity of Illness IndexAdultAgedFemaleHumansMaleMiddle AgedBiomarkersGDF15 protein, humanGrowth Differentiation Factor 15BQC19COVID-19GDF-15proteomicsSARS-CoV-2severity

Identifiers

PMID38686386
PMCPMC11057458
OpenAlexW4394821892

What Socratic 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 Socratic graph.