Observational studyFrontiers in immunology2022
Association of COVID-19 mortality with serum selenium, zinc and copper: Six observational studies across Europe.
Observational study in Frontiers in immunology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Low serum selenium combined with SELENOP-autoantibodies are associated with persistent fatigue after SARS-CoV-2 infection.Redox biology · 2026Article
- Article
- Antioxidant and oxidative enzymes, genetic variants, and cofactors as prognostic biomarkers of COVID-19 severity and mortality: a systematic review.Frontiers in molecular biosciences · 2025Review
- Comment on Ambra et al. Could Selenium Supplementation Prevent COVID-19? A Comprehensive Review of Available Studies.Molecules (Basel, Switzerland) · 2024Review
- Zinc Deficiency And sTNF-RII Are Associated With Worse COVID-19 Outcomes.The Journal of nutrition · 2024Observational
- Demographic and clinical characteristics of patients with zinc deficiency: analysis of a nationwide Japanese medical claims database.Scientific reports · 2024Observational
- Identifying a target group for selenium supplementation in high-risk cardiac surgery: a secondary analysis of the SUSTAIN CSX trial.Intensive care medicine experimental · 2023Article
- The Anti-Oxidative, Anti-Inflammatory, Anti-Apoptotic, and Anti-Necroptotic Role of Zinc in COVID-19 and Sepsis.Antioxidants (Basel, Switzerland) · 2023Review
- The Diagnostic Value of Trace Metal Concentrations in Hair in Carotid Artery Disease.Journal of clinical medicine · 2023Article
- Combined copper and zinc deficiency is associated with reduced SARS-CoV-2 immunization response to BNT162b2 vaccination.Heliyon · 2023Article
- Association of Trace Element Levels with Outcomes in Critically Ill COVID-19 Patients.Nutrients · 2023Article
- COVID-19 in Adult Patients with Hematological Malignancies-Lessons Learned after Three Years of Pandemic.Biology · 2023Review
- COVID-19 Severity Is Associated with Selenium Intake among Young Adults with Low Selenium and Zinc Intake in North Carolina.Current developments in nutrition · 2023Article
Corrections and comments
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Authors and funding
24 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Certain trace elements are essential for life and affect immune system function, and their intake varies by region and population. Alterations in serum Se, Zn and Cu have been associated with COVID-19 mortality risk. We tested the hypothesis that a disease-specific decline occurs and correlates with mortality risk in different countries in Europe. Methods: Serum samples from 551 COVID-19 patients (including 87 non-survivors) who had participated in observational studies in Europe (Belgium, France, Germany, Ireland, Italy, and Poland) were analyzed for trace elements by total reflection X-ray fluorescence. A subset (n=2069) of the European EPIC study served as reference. Analyses were performed blinded to clinical data in one analytical laboratory. Results: Median levels of Se and Zn were lower than in EPIC, except for Zn in Italy. Non-survivors consistently had lower Se and Zn concentrations than survivors and displayed an elevated Cu/Zn ratio. Restricted cubic spline regression models revealed an inverse nonlinear association between Se or Zn and death, and a positive association between Cu/Zn ratio and death. With respect to patient age and sex, Se showed the highest predictive value for death (AUC=0.816), compared with Zn (0.782) or Cu (0.769). Discussion: The data support the potential relevance of a decrease in serum Se and Zn for survival in COVID-19 across Europe. The observational study design cannot account for residual confounding and reverse causation, but supports the need for intervention trials in COVID-19 patients with severe Se and Zn deficiency to test the potential benefit of correcting their deficits for survival and convalescence.
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