Evidence map›Paper›PMID 40869330›Full record

Observational studyInternational journal of molecular sciences2025

Clinical and Proteomic Associations of SARS-CoV-2 Infection and COVID-19 Vaccination in Multimorbid Patients: A Cross-Sectional Observational Study.

Anett Hudák, Aladár Pettko-Szandtner, Annamária Letoha, Tamás Letoha

Abstract readObservational Study
In one paragraph

Observational study in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

Anett HudákPharmacoidea Ltd., H-6726 Szeged, Hungary.ORCID 0009-0009-6294-5345
Aladár Pettko-SzandtnerBiological Research Centre of the Hungarian Academy of Sciences, H-6726 Szeged, Hungary.
Annamária LetohaAlbert Szent-Györgyi Clinical Center, Department of Medicine, Faculty of Medicine, University of Szeged, H-6720 Szeged, Hungary.
Tamás LetohaPharmacoidea Ltd., H-6726 Szeged, Hungary.ORCID 0000-0002-6035-4009

Funding

European Commission 101136957National Research, Development and Innovation Office 2020-1.1.6-JÖVŐ-2021-00012
6 · The paper itself

Abstract

Vaccines played a crucial role in the COVID-19 pandemic, but their long-term biological effects and efficacy in vulnerable populations remain under intensive investigation. This study assessed clinical outcomes, comorbidities, and systemic biomarker and proteomic profiles in 366 multimorbid patients, stratified into four groups based on SARS-CoV-2 infection and vaccination status (COV+ vac+, COV+ vac-, COV- vac+, COV- vac-). Clinical and laboratory data, including comorbidities and relevant biomarkers, were collected. Proteomic analysis using mass spectrometry was performed to identify molecular changes associated with infection and vaccination. Statistical analyses examined associations between clinical status, biomarkers, and patient outcomes. As most participants received mRNA-based vaccines, the results primarily reflect responses to spike protein-expressing platforms. Biomarkers of cardiac and renal stress-namely proBNP and carbamide-were elevated in vaccinated individuals. Five deaths occurred in the COV+ vac+ group and two in the COV+ vac- group, most of which were attributed to exacerbations of pre-existing chronic diseases rather than to COVID-19 pneumonia. Protection against breakthrough infections waned over time, particularly beyond 200 days post-vaccination. Mass spectrometry identified proteins such as actin, fibrinogen chains, and SAA2 as potential diagnostic targets. Although the cross-sectional observational design limits the ability to draw causal inferences, the observed waning immunity and potential systemic alterations in vaccinated multimorbid patients highlight the importance of longitudinal follow-up to guide tailored immunization strategies and post-vaccination monitoring in high-risk groups.

Indexed as

COVID-19COVID-19 VaccinesProteomeSARS-CoV-2AdultAgedAged, 80 and overBiomarkersCross-Sectional StudiesFemaleHumansMaleMiddle AgedMultimorbidityProteomicsVaccinationBiomarkersCOVID-19 VaccinesProteomebiomarkersclinical outcomescomorbiditiesCOVID-19mass spectrometryproteomicsvaccinationvaccine safety and efficacy

Identifiers

PMID40869330
PMCPMC12387044

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.