Evidence map›Paper›PMID 42278254›Full record

Observational studyInternational journal of molecular sciences2026

Association of Acute-Phase IL-6 and SAA with Cardiovascular Events and Mortality Six Years After COVID-19 Infection: An Observational Cohort Study.

Rumen Filev, Boris Bogov, Ralica Hadjieva, Krassimir Kalinov, Julieta Hristova, Dobrin Svinarov, Lionel Rostaing

Abstract readObservational Study
In one paragraph

Observational study in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Rumen FilevDepartment of Nephrology, Internal Disease Clinic, University Hospital "Saint Anna", 1750 Sofia, Bulgaria.ORCID 0000-0003-1174-3128
Boris BogovDepartment of Nephrology, Internal Disease Clinic, University Hospital "Saint Anna", 1750 Sofia, Bulgaria.ORCID 0000-0003-4578-6265
Ralica HadjievaDepartment of Nephrology, Internal Disease Clinic, University Hospital "Saint Anna", 1750 Sofia, Bulgaria.
Krassimir KalinovHead Biometrics Group, Comac-Medical Ltd., 1404 Sofia, Bulgaria.ORCID 0000-0001-7652-3463
Julieta HristovaFaculty of Medicine, Medical University Sofia, 1504 Sofia, Bulgaria.ORCID 0000-0001-9915-3282
Dobrin SvinarovFaculty of Medicine, Medical University Sofia, 1504 Sofia, Bulgaria.
Lionel RostaingNephrology, Hemodialysis, Apheresis and Kidney Transplantation Department, Grenoble University Hospital, 38043 Grenoble, France.ORCID 0000-0002-5130-7286

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Coronavirus disease 2019 (COVID-19) has been associated with an increased long-term cardiovascular risk, potentially mediated by magnitude of the acute inflammatory response inflammation. Interleukin-6 (IL-6) and serum amyloid A (SAA) are key components of the inflammatory cascade and may serve as biomarkers of post-COVID cardiovascular vulnerability. This longitudinal observational study investigated the association between post- COVID-19 infection IL-6 and SAA levels and major cardiovascular events over a six-year follow-up period. A total of 97 individuals with documented prior SARS-CoV-2 infection were included. Circulating IL-6 and SAA concentrations were measured in the acute phase. The composite endpoint included incident arrhythmia, myocardial infarction, and all-cause mortality. Biomarker distributions were right-skewed and were therefore analyzed using non-parametric methods and penalized logistic regression models. During follow-up, 14.4% of participants experienced the composite endpoint. Individuals with adverse outcomes had significantly higher IL-6 and SAA levels compared with event-free participants. IL-6 demonstrated the strongest association with mortality, whereas SAA showed particularly robust associations with the composite endpoint, and with myocardial infarction. Both biomarkers independently predicted long-term adverse events. Circulating IL-6 and SAA concentrations measured during the acute phase of SARS-CoV-2 infection were analyzed in relation to long-term cardiovascular outcomes. These findings support the hypothesis that the magnitude of the acute inflammatory response during SARS-CoV-2 infection may be associated with long-term cardiovascular outcomes and suggest that combined assessment of IL-6 and SAA may have potential utility for hypothesis-generating prognostic signal requiring validation, pending validation in larger studies.

Indexed as

Cardiovascular DiseasesCOVID-19Interleukin-6Serum Amyloid A ProteinAgedBiomarkersFemaleHumansLongitudinal StudiesMaleMiddle AgedMyocardial InfarctionSARS-CoV-2BiomarkersIL6 protein, humanInterleukin-6Serum Amyloid A Proteinarrhythmiacardiovascular riskCOVID-19inflammationinterleukin-6mortalitymyocardial infarctionSARS-CoV-2serum amyloid A

Identifiers

PMID42278254
PMCPMC13256668

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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.