Evidence map›Paper›PMID 40557167›Full record

ArticleFrontiers in immunology2025

Understanding the long-term interplay of SARS-CoV-2 immune and inflammatory responses with proteases in COVID-19 recovery: a longitudinal study.

Natalia Ćwilichowska-Puślecka, Aleksandra Makowiecka, Małgorzata Kalinka, Katarzyna Groborz, Tobiasz Puślecki, Marcin Drąg, Krzysztof Simon, Krystyna Dąbrowska, Monika Pazgan-Simon, Marcin Poręba

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Immune Dysregulation After COVID-19: Longitudinal Analysis up to 9 Months.International journal of molecular sciences · 2026
    Article
  2. Article
  3. Review
  4. 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

10 authors.

Natalia Ćwilichowska-Puślecka1Faculty of Chemistry, Wroclaw University of Science and Technology, Wroclaw, Poland.
Aleksandra Makowiecka1Faculty of Chemistry, Wroclaw University of Science and Technology, Wroclaw, Poland.
Małgorzata Kalinka1Faculty of Chemistry, Wroclaw University of Science and Technology, Wroclaw, Poland.
Katarzyna Groborz1Faculty of Chemistry, Wroclaw University of Science and Technology, Wroclaw, Poland.
Tobiasz PuśleckiDepartment of Systems and Computer Networks, Wroclaw University of Science and Technology, Wroclaw, Poland.
Marcin Drąg1Faculty of Chemistry, Wroclaw University of Science and Technology, Wroclaw, Poland.
Krzysztof SimonDepartment of Infectious Disease and Hepatology, Wroclaw Medical University, Wroclaw, Poland.
Krystyna DąbrowskaFaculty of Medicine, Wroclaw University of Science and Technology, Wroclaw, Poland.
Monika Pazgan-SimonDepartment of Infectious Diseases, Regional Specialist Hospital, Wroclaw, Poland.
Marcin Poręba1Faculty of Chemistry, Wroclaw University of Science and Technology, Wroclaw, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The immune and inflammatory responses following SARS-CoV-2 infection, particularly in the context of long COVID, remain critical areas of study. Understanding these responses is essential for addressing the long-term health impacts of COVID-19. Recent research also highlights the pivotal role of proteases in modulating immune responses and contributing to disease severity, making them a key focus of our analysis. Methods: We conducted a longitudinal analysis of 72 convalescent COVID-19 patients, assessing recovery at three key time points: immediately post-discharge, one month later, and three months post-infection. Additionally, a subset of 15 patients was followed up two years post-COVID-19. Clinical parameters, including demographics, comorbidities, treatment modalities, and COVID-19 severity, were evaluated. Using CyTOF technology, we characterized over 30 immune cell subsets, including granulocytes, T cells, B cells, NK cells, and monocytes. We also performed multiplexed analyses of blood samples to profile cytokines, chemokines, growth factors, proteases, and COVID-19-related proteins. Results: Our comprehensive approach revealed significant changes in the immune system over time, highlighting the role of specific immune cells and proteases in the recovery process. Key findings include a decreasing deregulatory effect on immune responses exerted by subsequent SARS-CoV-2 variants Alpha, Delta, and Omicron. Conclusion: This study provides an in-depth understanding of the molecular dynamics of immune recovery following COVID-19. By integrating clinical profiling, plasma multiplex analysis, antibody profiling, mass cytometry immunophenotyping, in vitro PBMC stimulation, and the role of proteases, we offer valuable insights into the complex interplay of immune, inflammatory, and protease-mediated responses in individuals recovering from COVID-19.

Indexed as

COVID-19Peptide HydrolasesSARS-CoV-2AdultAgedConvalescenceCytokinesFemaleHumansInflammationLongitudinal StudiesMaleMiddle AgedCytokinesPeptide HydrolasesCOVID-19immune responselong COVIDluminex (xMAP) methodmass cytometry (CyTOF)matrix metalloproteinasesproteasesSARS-CoV-2 infection

Identifiers

PMID40557167
PMCPMC12185401

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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.