Evidence map›Paper›PMID 36458566›Full record

ArticleJournal of medical virology2023

Liquid biomarkers of macrophage dysregulation and circulating spike protein illustrate the biological heterogeneity in patients with post-acute sequelae of COVID-19.

Christoph Schultheiß, Edith Willscher, Lisa Paschold, Cornelia Gottschick, Bianca Klee, Lidia Bosurgi, Jochen Dutzmann, Daniel Sedding, Thomas Frese, Matthias Girndt and 4 more

Open access · hybridAbstract read
In one paragraph

Article in Journal of medical virology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
50citing papers in PubMed, 1 pooled it
9.7field-weighted citation impact, top 1% 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

50 citing papers in PubMed, 1 synthesis or guideline pooled it, 80 citations in OpenAlex.

  1. Blood Biomarkers of Long COVID: A Systematic Review.Molecular diagnosis & therapy · 2024
    Pooled it
  2. Article
  3. Article
  4. Article
  5. Review
  6. Review
  7. Article
  8. Neuroimmune pathophysiology of long COVID.Psychiatry and clinical neurosciences · 2025
    Review
  9. Article
  10. Article
  11. Targeting the SARS-CoV-2 reservoir in long COVID.The Lancet. Infectious diseases · 2025
    Review
  12. Review
  13. Prevalence and associations of insomnia after COVID-19 infection.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2025
    Article
  14. Article
  15. Article
  16. Review
  17. Review
  18. Review
  19. 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

14 authors at 3 institutions in 2 countries.

Christoph SchultheißDepartment of Internal Medicine IV, Oncology/Hematology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany.ORCID 0000-0001-9789-5776
Edith WillscherDepartment of Internal Medicine IV, Oncology/Hematology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany.ORCID 0000-0002-8786-4578
Lisa PascholdDepartment of Internal Medicine IV, Oncology/Hematology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany.ORCID 0000-0003-0020-1315
Cornelia GottschickInstitute for Medical Epidemiology, Biometrics and Informatics (IMEBI), Interdisciplinary Center for Health Sciences, Medical School of the Martin-Luther University Halle-Wittenberg, Halle (Saale), Germany.ORCID 0000-0002-5822-1055
Bianca KleeInstitute for Medical Epidemiology, Biometrics and Informatics (IMEBI), Interdisciplinary Center for Health Sciences, Medical School of the Martin-Luther University Halle-Wittenberg, Halle (Saale), Germany.
Lidia BosurgiI. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.ORCID 0000-0002-8775-4950
Jochen DutzmannDepartment of Cardiology and Intensive Care Medicine, Mid-German Heart Center, University Hospital, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany.
Daniel SeddingDepartment of Cardiology and Intensive Care Medicine, Mid-German Heart Center, University Hospital, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany.ORCID 0000-0001-7312-5216
Thomas FreseInstitute of General Practice and Family Medicine, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany.
Matthias GirndtDepartment of Internal Medicine II, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany.ORCID 0000-0003-2823-0847
Jessica I HöllPediatric Hematology and Oncology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany.
Michael GekleJulius Bernstein-Institute of Physiology, Faculty of Medicine, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany.ORCID 0000-0002-1581-8767
Rafael MikolajczykInstitute for Medical Epidemiology, Biometrics and Informatics (IMEBI), Interdisciplinary Center for Health Sciences, Medical School of the Martin-Luther University Halle-Wittenberg, Halle (Saale), Germany.ORCID 0000-0003-1271-7204
Mascha BinderDepartment of Internal Medicine IV, Oncology/Hematology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany.ORCID 0000-0003-0663-3004
Martin Luther University Halle-Wittenberg · DELuther University · KRUniversität Hamburg · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Post-acute sequelae of COVID-19 (PASC) are long-term consequences of SARS-CoV-2 infection that can substantially impair the quality of life. Underlying mechanisms ranging from persistent viruses to innate and adaptive immune dysregulation have been discussed. Here, we profiled the plasma of 181 individuals from the cohort study for digital health research in Germany (DigiHero), including individuals after mild to moderate COVID-19 with or without PASC and uninfected controls. We focused on soluble factors related to monocyte/macrophage biology and on circulating SARS-CoV-2 spike (S1) protein as a potential biomarker for persistent viral reservoirs. At a median time of 8 months after infection, we found pronounced dysregulation in almost all tested soluble factors, including both pro-inflammatory and pro-fibrotic cytokines. These immunological perturbations were remarkably independent of ongoing PASC symptoms per se, but further correlation and regression analyses suggested PASC-specific patterns involving CCL2/MCP-1 and IL-8 that either correlated with sCD162, sCD206/MMR, IFN-α2, IL-17A and IL-33, or IL-18 and IL-23. None of the analyzed factors correlated with the detectability or levels of circulating S1, indicating that this represents an independent subset of patients with PASC. These data confirm prior evidence of immune dysregulation and persistence of viral protein in PASC and illustrate its biological heterogeneity that still awaits correlation with clinically defined PASC subtypes.

Indexed as

Post-Acute COVID-19 SyndromeSpike Glycoprotein, CoronavirusBiomarkersCohort StudiesCOVID-19Disease ProgressionHumansMacrophagesQuality of LifeSARS-CoV-2BiomarkersSpike Glycoprotein, Coronavirusspike protein, SARS-CoV-2COVID-19cytokine/chemokinelong COVIDmacrophagemonocyteSARS coronavirus

Identifiers

PMID36458566
PMCPMC9878213
OpenAlexW4310595205

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.