ArticleFrontiers in physiology2024
The association between pan-immune-inflammation value and chronic obstructive pulmonary disease: data from NHANES 1999-2018.
Article in Frontiers in physiology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Peripheral blood inflammatory indices and their association with hospitalization status in acute exacerbation of chronic obstructive pulmonary disease: A retrospective observational study.The Journal of international medical research · 2026Observational
- The association between the BRI and all-cause and cardiovascular mortality in COPD patients.BMC pulmonary medicine · 2025Article
- Are Calculated Immune Markers with or Without Comorbidities Good Predictors of Colorectal Cancer Survival? The Results of a Longitudinal Study.Medical sciences (Basel, Switzerland) · 2025Observational
- The relationship between pan-immune inflammation value and different stages of diabetic retinopathy in patients with type 2 diabetes mellitus: a prospective cross-sectional study.BMC endocrine disorders · 2025Article
- Pan-immune-inflammation value and mortality in the US adult MASLD: a nonlinear NHANES analysis.BMC gastroenterology · 2025Article
- Association between pan-immune-inflammation value and Serum Klotho levels: a cross-sectional analysis of renal function mediation.Frontiers in immunology · 2025Article
- Association between pan-immune-inflammation value and coronary heart disease in elderly population: a cross-sectional study.Frontiers in cardiovascular medicine · 2025Article
- Pan-immune-inflammation value and its association with all-cause and cause-specific mortality in the general population: a nationwide cohort study.Frontiers in endocrinology · 2025Article
- Association of the non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) with COPD prevalence and all-cause mortality: a population-based study based on NHANES 2007-2016.Frontiers in medicine · 2025Article
- Construction of a Nomogram Model Based on the Pan-Immune-Inflammation Value for Prediction of Adverse Clinical Outcomes in Patients with Acute Exacerbation of Chronic Obstructive Pulmonary Disease.Journal of inflammation research · 2025Article
- Association between pan-immune-inflammation value and bone turnover markers in Chinese patients with osteoporotic fractures: a retrospective cross-sectional study.Frontiers in medicine · 2025Article
- Article
- Systemic Immune Inflammation Index (SII) and Prognostic Nutritional Index (PNI) Associated with Prolonged Intensive Care Unit (ICU) Stay in Patients with Pneumonia Complicated with Respiratory Failure.International journal of general medicine · 2025Article
- The impact of comprehensive healthy lifestyles on obstructive sleep apnea and the mediating role of BMI: insights from NHANES 2005-2008 and 2015-2018.BMC pulmonary medicine · 2024Article
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Abstract
Background: The pan-immune-inflammation value (PIV) is an emerging biomarker quantitatively reflecting the systemic immune-inflammatory status. The predictive value of PIV has been well-established across various clinical settings. However, its role in chronic obstructive pulmonary disease (COPD) remains unclear and necessitates further investigation. Methods: Data from NHANES 1999-2018 were filtered. Logistic regression analyses were used to assess the correlation between COPD prevalence and PIV in all participants. COX regression analyses and Kaplan-Meier survival curves were used to investigate the relationship between COPD all-cause mortality and PIV in COPD patients. Restricted cubic spline (RCS) analyses and piecewise linear regression analyses were additionally employed to explore the correlation between PIV and COPD. Subgroup analyses were performed to further clarify the effects of other covariates on the associations. Sensitivity analyses were employed to assess the robustness of the results. Results: A total of 28,485 participants aged 40 years and older were recruited for this study. After fully adjusting for covariates, higher PIV levels were independently associated with increased COPD prevalence (OR = 1.67; 95% CI: 1.39-2.01) and all-cause mortality (HR = 2.04; 95% CI: 1.41-2.95). The COPD prevalence curve exhibited an inflection point at Log10-PIV of 2.24, showing no significant correlation on the left side (OR = 0.86; 95% CI: 0.45-1.64) but a positive correlation on the right side (OR = 2.00; 95% CI: 1.57-2.55). The COPD all-cause mortality curve displayed an inflection point at Log10-PIV of 2.38, indicating a negative correlation on the left side (HR = 0.23; 95% CI: 0.12-0.44) and a positive correlation on the right side (HR = 4.12; 95% CI: 2.62-6.48). Subgroup analyses with interaction tests showed that the strength of the correlation between PIV and COPD prevalence was influenced by race, smoking status, and BMI (all p for interaction <0.05). The relationship between PIV and COPD all-cause mortality was unaffected by any covariates (all p for interaction >0.05). Conclusion: Elevated PIV levels are associated with increased COPD prevalence. COPD patients with either elevated or reduced PIV levels experience higher all-cause mortality. Further large-scale, longitudinal studies are required to corroborate these findings.
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