ArticleFrontiers in immunology2023
Relationship between serum iron and blood eosinophil counts in asthmatic adults: data from NHANES 2011-2018.
Article in Frontiers in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Review
- Research on the imbalance of metal homeostasis and ferroptosis mechanisms in neurodegenerative diseases.Global medical genetics · 2026Article
- Correlation between two novel visceral fat indicators and all-cause mortality among patients with asthma.BMC pulmonary medicine · 2026Article
- Multiomics and Machine Learning Reveal Distinct Immune-Metabolic Signatures and Diagnostic Biomarkers for Asthma Inflammatory Endotypes.ACS omega · 2025Article
- Article
- The predictive value of multiple urinary metals in evaluating death risk in asthmatic individuals: a prospective cohort study.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2025Article
- Insulin resistance markers HOMA-IR, TyG and TyG-BMI index in relation to heart failure risk: NHANES 2011-2016.PloS one · 2025Article
- Serum IL-18R1 and its effect on immune cell infiltration in asthma.American journal of translational research · 2025Article
- Intelligent prediction of thyroid cancer in China based on GBD data and hospital electronic medical records: disease burden analysis combined with multiple machine learning models.Frontiers in endocrinology · 2025Article
- Malnutrition and Allergies: Tipping the Immune Balance towards Health.Journal of clinical medicine · 2024Review
- Epidemiological characteristics of asthma-COPD overlap, its association with all-cause mortality, and the mediating role of depressive symptoms: evidence from NHANES 2005-2018.BMC public health · 2024Article
- Causal relationship between iron deficiency anemia and asthma: a Mendelian randomization study.Frontiers in pediatrics · 2024Article
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5 authors.
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Abstract
Background: So far, quite a few studies have revealed that systemic iron levels are related to asthmatic inflammatory reactions. And most studies have focused on the correlation between systemic iron levels and asthma, with inconsistent findings. Yet, few studies have investigated the connection between serum iron and blood eosinophil counts. Hence, we have explored the connection between serum iron and blood eosinophil counts in asthmatics by utilizing data from NHANES. Methods: A total of 2549 individuals were included in our study after screening NHANES participants from 2011 to 2018. The linear regression model and XGBoost model were used to discuss the potential connection. Linear or nonlinear association was further confirmed by the generalized additive model and the piecewise linear regression model. And we also performed stratified analyses to figure out specific populations. Results: In the multivariable linear regression models, we discovered that serum iron levels were inversely related to blood eosinophil counts in asthmatic adults. Simultaneously, we found that for every unit increase in serum iron (umol/L), blood eosinophil counts reduced by 1.41/uL in model 3, which adjusted for all variables excluding the analyzed variables. Furthermore, the XGBoost model of machine learning was applied to assess the relative importance of chosen variables, and it was determined that vitamin C intake, age, vitamin B12 intake, iron intake, and serum iron were the five most important variables on blood eosinophil counts. And the generalized additive model and piecewise linear regression model further verify this linear and inverse association. Conclusion: Our investigation discovered that the linear and inverse association of serum iron with blood eosinophil counts in asthmatic adults, indicating that serum iron might be related to changes in the immunological state of asthmatics. Our work offers some new thoughts for next research on asthma management and therapy. Ultimately, we hope that more individuals become aware of the role of iron in the onset, development, and treatment of asthma.
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