Evidence map›Paper›PMID 41975235›Full record

ArticleCommunications medicine2026

Divergent inflammatory and neurology-related protein levels in long COVID following primary and breakthrough SARS-CoV-2 infections.

Amit Bansal, Sam W Z Olechnowicz, Nicholas Kiernan-Walker, Jacob Cumming, Imadh Abdul Azeez, Ramin Mazhari, COVID PROFILE consortium, Rebecca J Cox, Ivo Mueller, Rory Bowden and 1 more

Abstract read
In one paragraph

Article in Communications medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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

2 citing papers in PubMed.

  1. Review
  2. Review
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.

Amit Bansal *Influenza Centre, Department of Clinical Science, University of Bergen, Bergen, Norway.ORCID http://orcid.org/0000-0002-0681-932X
Sam W Z Olechnowicz *The Walter and Eliza Hall Institute of Medical Research, Advanced Technology and Biology Division, Melbourne, VIC, Australia.ORCID http://orcid.org/0000-0001-7879-7708
Nicholas Kiernan-WalkerThe University of Melbourne, Department of Medical Biology, Melbourne, VIC, Australia.
Jacob CummingThe Walter and Eliza Hall Institute of Medical Research, Population Health and Immunity Division, Melbourne, VIC, Australia.ORCID http://orcid.org/0009-0009-1815-9160
Imadh Abdul AzeezThe University of Melbourne, Department of Medical Biology, Melbourne, VIC, Australia.
Ramin MazhariThe University of Melbourne, Department of Medical Biology, Melbourne, VIC, Australia.
COVID PROFILE consortium
Rebecca J CoxInfluenza Centre, Department of Clinical Science, University of Bergen, Bergen, Norway.ORCID http://orcid.org/0000-0002-8341-4078
Ivo MuellerThe University of Melbourne, Department of Medical Biology, Melbourne, VIC, Australia.
Rory BowdenThe Walter and Eliza Hall Institute of Medical Research, Advanced Technology and Biology Division, Melbourne, VIC, Australia. bowden.r@wehi.edu.au.ORCID http://orcid.org/0000-0001-8596-0366
Emily M ErikssonThe University of Melbourne, Department of Medical Biology, Melbourne, VIC, Australia. eriksson@wehi.edu.au.ORCID http://orcid.org/0000-0002-7851-973X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLong COVID is a complex condition where symptoms persist for more than 3 months after SARS-CoV-2 infection and affects an estimated 5-30% of individuals. While persistent inflammation has emerged as an important feature of this condition, it is unclear if immune responses from COVID-19 vaccination or SARS-CoV-2 re-infection exacerbate or mirror the initial inflammatory responses.

methodsWe quantified 182 inflammatory and neurology-related proteins in plasma using multiplexed affinity proteomics. Plasma samples from the COVID PROFILE cohort conducted in Victoria, Australia, were collected 6-9 months after first infection, but before COVID-19 vaccination from individuals who had recovered from COVID-19 (n = 21) or from individuals with long COVID (n = 12). To establish baseline plasma profiles, protein levels were benchmarked against unvaccinated, SARS-CoV-2 naive individuals (n = 24). In addition, we performed longitudinal analysis in a subset of individuals (n = 34), where paired samples collected 2-4 weeks after a third COVID-19 vaccine dose and after SARS-CoV-2 breakthrough infection were available to assess inflammatory and neurology protein plasma levels after antigen exposure in these contexts.

resultsIn this cohort Boruta feature selection and lasso regression models identified IL-20, HAGH, NAAA, CLEC10A, LXN, and MCP-1, TRAIL, G-CSF, NBL1, and CCL23 as best discriminating proteins when comparing the long COVID group to groups of either healthy or COVID-19 recovered. Notably, longitudinal analysis indicated differences in the levels of a subset of plasma proteins following primary infection compared to after COVID-19 booster vaccination and breakthrough infection within the groups.

conclusionsThese findings suggest that there is an altered immune response outcome primarily observed in individuals with long COVID upon re-exposure.

Identifiers

PMID41975235
PMCPMC13442878

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.