Evidence map›Paper›PMID 42450113›Full record

ArticleInternational journal of molecular sciences2026

Serum Copper-to-Zinc Ratio and Oxidative Stress Are Associated with Anemia in Older Adults with Cardiovascular-Kidney-Metabolic Syndrome.

Giuseppe Bruschetta, Guido Gembillo, Lorenzo Lo Cicero, Angela D'Ascola, Fabio Bruno, Andrea Corsonello, Domenico Santoro, Mirko Di Rosa, Luca Soraci

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

9 authors.

Giuseppe BruschettaBiochemistry Unit, Department of Veterinary Sciences, University of Messina, Viale Palatucci, 13, 98168 Messina, Italy.ORCID 0000-0002-9065-4467
Guido GembilloUnit of Nephrology and Dialysis, Department of Clinical and Experimental Medicine, University of Messina, 90125 Messina, Italy.ORCID 0000-0003-4823-9910
Lorenzo Lo CiceroUnit of Nephrology and Dialysis, Department of Clinical and Experimental Medicine, University of Messina, 90125 Messina, Italy.ORCID 0000-0002-9112-5540
Angela D'AscolaDepartment of Clinical and Experimental Medicine, University of Messina, Policlinico Universitario, Via Consolare Valeria 1, 98125 Messina, Italy.ORCID 0000-0001-7530-1316
Fabio BrunoBiochemistry Unit, Department of Veterinary Sciences, University of Messina, Viale Palatucci, 13, 98168 Messina, Italy.ORCID 0009-0006-7263-803X
Andrea CorsonelloUnit of Geriatric Medicine and Clinical Epidemiology, INRCA IRCCS, Cda Muoio Piccolo, 87100 Cosenza, Italy.ORCID 0000-0002-7276-3256
Domenico SantoroUnit of Nephrology and Dialysis, Department of Clinical and Experimental Medicine, University of Messina, 90125 Messina, Italy.
Mirko Di RosaUnit of Geriatric Medicine and Clinical Epidemiology, INRCA IRCCS, Cda Muoio Piccolo, 87100 Cosenza, Italy.ORCID 0000-0002-1862-4159
Luca SoraciUnit of Geriatric Medicine and Clinical Epidemiology, INRCA IRCCS, Cda Muoio Piccolo, 87100 Cosenza, Italy.ORCID 0000-0002-0171-3358

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chronic oxidative stress is a molecular hallmark of cardiovascular-kidney-metabolic (CKM) syndrome, yet its contribution to CKM-associated anemia beyond erythropoietin deficiency and iron restriction is poorly characterized. The serum copper-to-zinc (Cu/Zn) ratio reflects impaired Cu/Zn-SOD1 antioxidant capacity and inflammatory trace-element imbalance, but its relationships with circulating redox biomarkers and its hematological relevance in CKM syndrome has never been explored in a community-dwelling cohort of older adults. We analyzed 2391 NHANES 2011-2016 participants ≥ 50 years of age with CKM stage I-IV. To explore whether the serum Cu/Zn ratio was associated with oxidative stress and immunomodulatory biomarkers as well as with the odds of anemia, we used survey-weighted Spearman correlations, linear regression (outcome: hemoglobin), and logistic regression (outcome: anemia); multivariate models were adjusted for a panel of antioxidant or immunomodulatory biomarkers (selenium, vitamin D), pro-oxidant biomarkers (lead, cadmium, cotinine, uric acid), red cell distribution width (RDW) as a composite biomarker of erythrocyte stress, neutrophil-to-lymphocyte ratio (NLR), CKM stage, and comorbidities. The molecular targets of the nine biomarkers were mapped onto a protein-protein interaction network using the STRING database v12.0 to contextualize regression findings within a systems biology framework. Anemia was present in 205 participants (8.6%). The Cu/Zn ratio was inversely correlated with the antioxidant marker selenium (r = -0.19;

Indexed as

AnemiaCardio-Renal SyndromeCopperMetabolic SyndromeOxidative StressZincAgedBiomarkersFemaleHumansMaleBiomarkersCopperZincanemiaCKM syndromeCu/Zn ratioNHANESoxidative stresspro-oxidantRDWseleniumSOD1uric acid

Identifiers

PMID42450113
PMCPMC13361404

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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.