Evidence map›Paper›PMID 41667934›Full record

ArticleStress and health : journal of the International Society for the Investigation of Stress2026

Psychological Distress, Resilience, and Immunoinflammatory Signatures in Healthcare Workers During COVID-19.

Natália Gindri Fiorenza, Bruno Riccelli Dos Santos Silva, Deniele Bezerra Lós, Nayana Holanda de Oliveira, Antônio Lucas Delerino, Débora Ferreira de Assis, Pedro Crosara Motta, Paulo Cesar Cortez, Maria Francilene Souza Silva, Marcela Helena Gambim Fonseca and 4 more

Abstract read
In one paragraph

Article in Stress and health : journal of the International Society for the Investigation of Stress, 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. Psychological Distress, Resilience, and Immunoinflammatory Signatures in Healthcare Workers During COVID-19.Stress and health : journal of the International Society for the Investigation of Stress · 2026
    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

14 authors.

Natália Gindri FiorenzaNeuropsychopharmacology Laboratory, Drug Research and Development Center, Department of Physiology and Pharmacology, Federal University of Ceara, Fortaleza, CE, Brazil.
Bruno Riccelli Dos Santos SilvaComputer Systems Engineering Laboratory, Department of Teleinformatics Engineering, Federal University of Ceara, Fortaleza, CE, Brazil.
Deniele Bezerra LósNeuropsychopharmacology Laboratory, Drug Research and Development Center, Department of Physiology and Pharmacology, Federal University of Ceara, Fortaleza, CE, Brazil.
Nayana Holanda de OliveiraNeuropsychopharmacology Laboratory, Drug Research and Development Center, Department of Physiology and Pharmacology, Federal University of Ceara, Fortaleza, CE, Brazil.
Antônio Lucas DelerinoHematology and Hemotherapy Center of Ceara (HEMOCE), Fortaleza, Ceara, Brazil.
Débora Ferreira de AssisComputer Systems Engineering Laboratory, Department of Teleinformatics Engineering, Federal University of Ceara, Fortaleza, CE, Brazil.
Pedro Crosara MottaUltrasound Laboratory, Department of Teleinformatics Engineering, Federal University of Ceara, Fortaleza, CE, Brazil.
Paulo Cesar CortezComputer Systems Engineering Laboratory, Department of Teleinformatics Engineering, Federal University of Ceara, Fortaleza, CE, Brazil.
Maria Francilene Souza SilvaNeuropsychopharmacology Laboratory, Drug Research and Development Center, Department of Physiology and Pharmacology, Federal University of Ceara, Fortaleza, CE, Brazil.
Marcela Helena Gambim FonsecaMolecular and Epidemiological Analytical Laboratory, Oswaldo Cruz Foundation (Fiocruz), Fortaleza, Ceara, Brazil.
João Alexandre Lobo MarquesLaboratory of Applied Neurosciences, University of Saint Joseph, Macao, China.
Veridiana Pessoa MiyajimaHematology and Hemotherapy Center of Ceara (HEMOCE), Fortaleza, Ceara, Brazil.
Fábio MiyajimaMolecular and Epidemiological Analytical Laboratory, Oswaldo Cruz Foundation (Fiocruz), Fortaleza, Ceara, Brazil.
Danielle S MacedoNeuropsychopharmacology Laboratory, Drug Research and Development Center, Department of Physiology and Pharmacology, Federal University of Ceara, Fortaleza, CE, Brazil.ORCID https://orcid.org/0000-0001-8980-9970

Funding

Conselho Nacional de Desenvolvimento Científico e TecnológicoCoordenação de Aperfeiçoamento de Pessoal de Nível SuperiorFundação Cearense de Apoio ao Desenvolvimento Científico e Tecnológico
6 · The paper itself

Abstract

The COVID-19 pandemic has profoundly affected healthcare workers, increasing vulnerability to neuropsychiatric disorders, such as anxiety and depression. Psychological distress may be shaped by resilience, coping behaviours, and immune dysregulation. We investigated psychological distress symptoms, resilience, alcohol use, and cytokine profiles in 1440 workers from four hospitals in Fortaleza, Brazil. Participants were classified as frontline or second-line workers and assessed with the SRQ-20, CD-RISC, and AUDIT. Blood samples were analysed for SARS-CoV-2 antibodies and cytokines. Data were collected at two time points (August-October 2021; March-April 2022). Frontline workers reported higher distress, with decreased vital energy and somatic symptoms most prominent. Lower resilience scores correlated with all SRQ-20 domains, while higher alcohol use was linked to decreased energy and depressive thoughts. Reduced anti-spike antibody levels were also associated with greater distress. COVID-19 infection and symptom severity were associated with more persistent mental distress symptoms. Sex-specific immune signatures emerged: in women, lower interleukin (IL)-7 and C-X-C motif chemokine ligand 9 (CXCL-9) and higher IL-27 correlated with depressive-anxious mood and energy depletion; in men, IL-18, IL-9, and tumour necrosis factor beta (TNF-β) were positively associated with distress. This study demonstrates that psychological distress among healthcare workers during COVID-19 was shaped by resilience, alcohol use, infection severity, and sex-dependent immune alterations. Strengthening resilience and targeting inflammatory pathways may help mitigate the long-term mental health burden in this workforce during future public health crises.

Indexed as

COVID-19CytokinesHealth PersonnelPsychological DistressResilience, PsychologicalStress, PsychologicalAdultAlcohol DrinkingBrazilCoping SkillsDepressionFemaleFrontline WorkersHumansMaleMiddle AgedCytokinesCOVID‐19cytokineshealthcare workerspsychological distressresilience

Identifiers

PMID41667934
PMCPMC12891298

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.