ArticleFrontiers in medicine2023
The association between systemic immune-inflammation index and chronic obstructive pulmonary disease in adults aged 40 years and above in the United States: a cross-sectional study based on the NHANES 2013-2020.
Article in Frontiers in medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07185581 (Evaluation of Small Airway Function During COPD Exacerbation and Recovery Using Impulse Oscillometry), which is not on this map. Cited by 24 papers, 3 of them syntheses that pooled it.
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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.
Evaluation of Small Airway Function During COPD Exacerbation and Recovery Using Impulse Oscillometry (IOS) Device
Who cites it
24 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Associations of the systemic immune-inflammation index and systemic inflammatory response index with chronic obstructive pulmonary disease: a systematic review and meta-analysis.Frontiers in medicine · 2026Pooled it
- Pooled it
- Effects ofFrontiers in pharmacology · 2024Pooled it
- The red cell distribution width-to-albumin ratio mediates the association between the dietary index for gut microbiota and chronic obstructive pulmonary disease.BMC pulmonary medicine · 2026Article
- Association between systemic immune-inflammatory index and circadian syndrome: Data from NHANES 2005 to 2018.Medicine · 2026Article
- Inflammatory score, intrinsic capacity and the risk of new-onset chronic lung disease: a cohort study from the China Health and Retirement Longitudinal Study.Journal of thoracic disease · 2026Article
- Inflammation-related indices and low physical performance in older adults with unintentional weight loss: a cross-sectional study.BMC geriatrics · 2026Article
- Multimodal machine learning predicts type 2 respiratory failure in COPD exacerbations: a multicenter XGBoost model with clinical nomogram.Frontiers in medicine · 2026Article
- Construction and validation of a risk prediction model for chronic obstructive pulmonary disease (COPD): a cross-sectional study based on the NHANES database from 2009 to 2018.BMC pulmonary medicine · 2025Article
- Association of triglyceride glucose and obesity indices with chronic obstructive pulmonary disease in US adults: data from 2013 to 2018 NHANES.BMC pulmonary medicine · 2025Article
- Inflammatory markers mediate the association between alternative adiposity indices and mortality in patients with rheumatoid arthritis: data from NHANES 1999-2018.Lipids in health and disease · 2025Article
- Association between systemic immune-inflammation index and chronic bronchitis: NHANES 2001-2018.Scientific reports · 2025Article
- Exploring the Inflammatory Basis of Endometrial Polyps: Clinical Implications of Hematological Biomarkers in a Retrospective Study.Journal of clinical medicine · 2025Article
- Joint association of systemic immune-inflammation index and phenotypic age acceleration with chronic respiratory disease: a cross-sectional study.BMC public health · 2025Article
- The Relationship Between Serum Inflammatory Markers and Chronic Obstructive Pulmonary Disease in Middle-Aged and Older Adults in the United States: A Cross-Sectional Study Based on NHANES 2013-2018.International journal of chronic obstructive pulmonary disease · 2025Article
- Prognostic Value of Biomarkers in Chronic Obstructive Pulmonary Disease: A Comprehensive Review.International journal of chronic obstructive pulmonary disease · 2025Review
- The Red Cell Distribution Width-to-Albumin Ratio Predicts 1-Year Mortality in Patients with Chronic Obstructive Pulmonary Disease: Evidence From MIMIC-IV and NHANES.International journal of chronic obstructive pulmonary disease · 2025Article
- The Association Between the CALLY Index and All-Cause Mortality in Patients with COPD: Results from the Cohort Study of NHANES 2007-2010.International journal of chronic obstructive pulmonary disease · 2025Article
- Association between systemic immune-inflammation index and mortality in critically ill patients with chronic obstructive pulmonary disease: insights from the MIMIC-IV database.Frontiers in medicine · 2025Article
- Development and validation of the machine learning model for acute exacerbation of chronic obstructive pulmonary disease prediction based on inflammatory biomarkers.Frontiers in medicine · 2025Article
Corrections and comments
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Authors and funding
4 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Background: Inflammation is the core of Chronic obstructive pulmonary disease (COPD) development. The systemic immune-inflammation index (SII) is a new biomarker of inflammation. However, it is currently unclear what impact SII has on COPD. This study aims to explore the relationship between SII and COPD. Methods: This study analyzed patients with COPD aged ≥40 years from the National Health and Nutrition Examination Survey (NHANES) in the United States from 2013 to 2020. Restricted Cubic Spline (RCS) models were employed to investigate the association between Systemic immune-inflammation index (SII) and other inflammatory markers with COPD, including Neutrophil-to-Lymphocyte Ratio (NLR) and Platelet-to-Lymphocyte Ratio (PLR). Additionally, a multivariable weighted logistic regression model was utilized to assess the relationship between SII, NLR and PLR with COPD. To assess the predictive values of SII, NLR, and PLR for COPD prevalence, receiver operating characteristic (ROC) curve analysis was conducted. The area under the ROC curve (AUC) was used to represent their predictive values. Results: A total of 10,364 participants were included in the cross-sectional analysis, of whom 863 were diagnosed with COPD. RCS models observed non-linear relationships between SII, NLR, and PLR levels with COPD risk. As covariates were systematically adjusted, it was found that only SII, whether treated as a continuous variable or a categorical variable, consistently remained positively associated with COPD risk. Additionally, SII (AUC = 0.589) slightly outperformed NLR (AUC = 0.581) and PLR (AUC = 0.539) in predicting COPD prevalence. Subgroup analyses revealed that the association between SII and COPD risk was stable, with no evidence of interaction. Conclusion: SII, as a novel inflammatory biomarker, can be utilized to predict the risk of COPD among adults aged 40 and above in the United States, and it demonstrates superiority compared to NLR and PLR. Furthermore, a non-linear association exists between SII and the increased risk of COPD.
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