ArticleFrontiers in endocrinology2025
Pan-immune-inflammation value and its association with all-cause and cause-specific mortality in the general population: a nationwide cohort study.
Article in Frontiers in endocrinology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- An Evaluation of Novel Inflammatory Biomarkers in Children withPathogens (Basel, Switzerland) · 2026Article
- Predictive Value of Composite Inflammatory Markers for Stroke Prognosis: A Prospective Cohort Study.Annals of clinical and translational neurology · 2026Article
- The Association Between PIV and Mortality in US Stroke Survivors: A NHANES 1999-2018 Retrospective Cohort Study.Health science reports · 2026Article
- The role of hematological biomarkers as diagnostic tool in pre-cancerous patients.Discover oncology · 2026Review
- Pan-immune-inflammation value as a predictor of loss of ambulation in duchenne muscular dystrophy: a retrospective cohort study.BMC pediatrics · 2026Article
- Pan-immune inflammation value and neutrophil-to-albumin ratio predict hemorrhagic transformation after intravenous thrombolysis in acute ischemic stroke: a dual-center cohort study.Frontiers in nutrition · 2026Article
- Development and internal validation of a multidimensional nomogram integrating PIV, LDH, and FeNO for predicting poor asthma control in school-aged children.Frontiers in pediatrics · 2026Article
- The relationship between pan immune inflammatory index (PIV) and 28 day mortality in patients with severe urinary sepsis: a retrospective study of a multinational dual cohort study.Frontiers in medicine · 2026Article
- Endothelial progenitor cells and circulating microRNAs as possible biomarkers for coronary artery disease.Frontiers in aging · 2026Article
- Cognitive profile and inflammatory markers in children and adolescents with specific learning disorder: a cross-sectional study.Frontiers in pediatrics · 2026Article
- Prognostic nutritional index and inflammatory indices as predictors of perioperative infection in patients with Cushing syndrome: a retrospective single-center study.Frontiers in endocrinology · 2026Article
- Pan-Immune-Inflammatory Value as a Systemic Inflammation Marker Associated with Cardiovascular-Kidney-Metabolic Syndrome: Evidence from a Cross-Sectional Study of 751 Patients.Cardiorenal medicine · 2026Article
- The Predictive Value of the Pan-Immune-Inflammation Value for Atrial Fibrillation Risk in Patients with Coronary Artery Disease: A Multicenter Machine Learning Study.International journal of general medicine · 2026Article
- Pan-Immune Inflammation Value and Clinical Outcomes in Subacute Sclerosing Panencephalitis: A Retrospective Study.Viruses · 2025Article
- Article
- Systemic inflammation-based hematological indices and 90-day functional outcomes after intravenous thrombolysis in acute ischemic stroke: a systematic review.Frontiers in neurology · 2025Review
- Cross-sectional and longitudinal associations between pan-immune-inflammation value and serum uric acid.Frontiers in endocrinology · 2025Article
- Prognostic significance of the C-reactive protein-albumin-lymphocyte index and the pan-immune-inflammation value in ischemic and hemorrhagic stroke: a comparative analysis of subtypes.Frontiers in neurology · 2025Article
Corrections and comments
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: The Pan-Immune-Inflammation Value (PIV) is a novel biomarker derived from counts of neutrophils, platelets, monocytes, and lymphocytes, providing a comprehensive measure of systemic immune and inflammatory status. While it has shown prognostic value in specific disease settings, its association with mortality in the general population remains unclear. This study aims to evaluate the predictive value of PIV for all-cause and cause-specific mortality, including cardiovascular, cancer, and diabetes-related deaths, within a general adult population. Methods: Data were obtained from the NHANES cohort, with 48,662 participants aged 20 and older. Participants were followed for an average of 117.44 months, with PIV quartiles calculated at baseline. Cox proportional hazard models were used to assess mortality risk across PIV quartiles, while restricted cubic spline models examined nonlinear dose-response relationships. Subgroup and sensitivity analyses further explored the robustness of PIV's associations. Results: Higher PIV levels were significantly associated with increased risks of all-cause, cardiovascular, cancer, and diabetes mortality. Nonlinear relationships were observed between PIV and all-cause, cardiovascular, and cancer mortality, with a risk threshold at PIV values above 254.07. Subgroup analyses supported these findings, and sensitivity analyses confirmed the consistency of PIV's prognostic value. Conclusion: Elevated PIV serves as an independent risk factor for multiple mortality outcomes in the general population. This study underscores the potential of PIV as a predictive biomarker for mortality risk, with implications for its use in clinical and epidemiological settings. Further studies are needed to confirm PIV's clinical utility across diverse populations and conditions.
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