Evidence map›Paper›PMID 41751807›Full record

ArticleInternational journal of molecular sciences2026

Divergent Inflammatory Profiles but No Predictive Biomarkers of Psychiatric Sequelae After Viral Infection: A 12-Month Cohort Study.

Piotr Lorkiewicz, Justyna Adamczuk, Justyna Kryńska, Mateusz Maciejczyk, Małgorzata Żendzian-Piotrowska, Robert Flisiak, Anna Moniuszko-Malinowska, Napoleon Waszkiewicz

Abstract read
In one paragraph

Article 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. 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

8 authors.

Piotr LorkiewiczDepartment of Psychiatry, Medical University of Bialystok, 15-272 Bialystok, Poland.ORCID 0000-0003-2009-9485
Justyna AdamczukDepartment of Infectious Diseases and Neuroinfection, Medical University of Bialystok, 15-540 Bialystok, Poland.ORCID 0000-0001-5086-0285
Justyna KryńskaDepartment of Infectious Diseases and Hepatology, Medical University of Bialystok, 15-569 Bialystok, Poland.
Mateusz MaciejczykDepartment of Hygiene, Epidemiology and Ergonomics, Medical University of Bialystok, 15-022 Bialystok, Poland.ORCID 0000-0001-5609-3187
Małgorzata Żendzian-PiotrowskaDepartment of Hygiene, Epidemiology and Ergonomics, Medical University of Bialystok, 15-022 Bialystok, Poland.
Robert FlisiakDepartment of Infectious Diseases and Hepatology, Medical University of Bialystok, 15-569 Bialystok, Poland.ORCID 0000-0003-3394-1635
Anna Moniuszko-MalinowskaDepartment of Infectious Diseases and Neuroinfection, Medical University of Bialystok, 15-540 Bialystok, Poland.
Napoleon WaszkiewiczDepartment of Psychiatry, Medical University of Bialystok, 15-272 Bialystok, Poland.ORCID 0000-0002-7021-5133

Funding

Medical University of Bialystok B.SUB.24.182.
6 · The paper itself

Abstract

Viral infections have been implicated in psychiatric outcomes through immune-mediated pathways. This 12-month prospective cohort study, designed as a pilot and hypothesis-generating investigation, compared psychiatric symptoms and inflammatory cytokine profiles in patients with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), hepatitis C virus (HCV), and tick-borne encephalitis virus (TBEV), and explored their potential predictive value. Thirty-seven patients hospitalized with viral infections and 32 healthy controls were evaluated, acknowledging the limited sample size. Psychiatric interviews and the Hospital Anxiety and Depression Scale (HADS) were used for assessment. The study was divided into two stages. In Stage 1, during the acute infection, a psychiatric assessment was conducted, and cytokine levels were measured in the patients' blood. In Stage 2, one year later, the psychiatric assessment was repeated. No significant differences were found in psychiatric diagnosis rates or symptom severity between infection groups, regardless of viral type or neuroinvasive capacity. However, these findings should be interpreted as preliminary given the limited sample size. Some cytokines, eg., interleukin-1β (IL-1β), tumor necrosis factor-alpha (TNF-α), interleukin-10 (IL-10), and soluble interleukin-2 receptor subunit alpha (sIL-2Rα), showed associations with individual symptoms, but these were inconsistent and did not demonstrate robust predictive value. Cluster analysis identified two distinct inflammatory profiles-one characterized by higher cytokine levels (predominantly in Coronavirus disease 2019 (COVID-19) and TBEV cases) and the other by lower cytokine levels (mostly in HCV and controls). However, different cytokine profiles did not correspond to clinical outcomes. The results suggest that psychiatric sequelae after viral infections are not directly driven by specific cytokines or infection type but rather emerge from a complex interaction of immune, psychological, and environmental factors. Single cytokine measurement is insufficient and cannot be used as a tool for assessing the risk of developing psychiatric disorders. Given the exploratory nature of the study, all results require confirmation in larger, adequately powered cohorts. Future studies should focus on composite biomarkers and systems-based models such as neuroimmune-metabolic-oxidative pathways (NIMETOX), or Immune-Inflammatory Response System (IRS)/Compensatory Immune Response System (CIRS)/Oxidative & Nitrosative Stress (O&NS) for improved predictive accuracy.

Indexed as

Encephalitis, Tick-BorneHepatitis CMental DisordersAdultAgedBiomarkersCohort StudiesCOVID-19CytokinesFemaleHumansInflammationMaleMiddle AgedProspective StudiesSARS-CoV-2BiomarkersCytokinesbiomarkerscytokinesHCVinflammationneuroimmunologypsychiatric disordersSARS-CoV-2TBEVviral infections

Identifiers

PMID41751807
PMCPMC12940611

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Registered trials

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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.