ArticleFrontiers in immunology2023
Association between a four-parameter inflammatory index and all-cause mortality in critical ill patients with non-traumatic subarachnoid hemorrhage: a retrospective analysis of the MIMIC-IV database (2012-2019).
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 35 papers.
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35 citing papers in PubMed, 32 citations in OpenAlex.
- 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 potential role of pan-immune-inflammation value in differentiating pediatric osteomyelitis from soft tissue infections.Translational pediatrics · 2026Article
- Association of Triglyceride-to-HDL-C Ratio, Triglyceride-Glucose Index, and Inflammatory Biomarkers with Mortality in Intensive Care Unit Patients with Sepsis.Diagnostics (Basel, Switzerland) · 2026Article
- Pan-Immune-Inflammation Value for Mortality Risk Stratification in Critically Ill Patients With Acute Ischemic Stroke: A Cohort Study Based on the MIMIC-IV Database.CNS neuroscience & therapeutics · 2026Article
- Prognostic Value of Inflammatory Hematological Indices for In-Hospital Mortality After Stroke.Medicina (Kaunas, Lithuania) · 2026Article
- Association between pan-immune-inflammation and in-hospital mortality in critically ill patients with acute pancreatitis: a cohort study from the MIMIC-IV database.BMC gastroenterology · 2026Article
- The Joint Effect of Stress Hyperglycemia Ratio and Inflammatory Burden Exacerbates Mortality Risk and Prolongs ICU Stay in Sepsis: A Combined Analysis.Infection and drug resistance · 2026Article
- Preoperative Aggregate Index of Systemic Inflammation is Associated with 30-Day Postoperative Pneumonia After Minimally Invasive Esophagectomy for Esophageal Squamous Cell Carcinoma: A Retrospective Cohort Study.Infection and drug resistance · 2026Article
- A Bedside Coagulation-Platelet Tipping Point for Mortality in Nontraumatic Subarachnoid Hemorrhage.Journal of multidisciplinary healthcare · 2026Article
- Prognostic value of the CRP/albumin ratio and serum lactate level in aneurysmal subarachnoid hemorrhage: a comparative biomarker study.American journal of translational research · 2026Article
- The pan-immune-inflammation value predicts stroke-associated pneumonia and poor outcome in spontaneous intracerebral hemorrhage: a machine learning approach.Frontiers in neurology · 2026Article
- Association between the aggregate index of systemic inflammation and 28- or 365-day mortality in acute myocardial infarction patients: insights from the MIMIC-IV database.BMC cardiovascular disorders · 2025Article
- Aggregate index of systemic inflammation as a new prognostic marker in patients with coronary artery disease undergoing PCI.Scientific reports · 2025Article
- Assessment of Mortality Risk in Patients With Community-Acquired Pneumonia: Role of Novel Inflammatory Biomarkers.Journal of clinical laboratory analysis · 2025Article
- The aggregate index of systemic inflammation is positively correlated with the risk of all-cause mortality in sepsis-associated acute kidney injury.Scientific reports · 2025Article
- Competing risk analysis of dexmedetomidine use and postoperative outcomes in non-traumatic subarachnoid hemorrhage patients.European journal of medical research · 2025Article
- Superiority of pan-immune inflammation value, systemic inflammation index, and CALLY scores prognostic value for mortality of ischemic stroke patients followed in intensive care unit.BMC immunology · 2025Article
- The aggregate index of systemic inflammation (AISI) and the risk of all-cause, cardiovascular, and cardio-cerebrovascular mortality in congestive heart failure patients: results from NHANES 1999-2018.Scientific reports · 2025Article
- Observational
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4 authors at 1 institution in 1 country.
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Abstract
Background: Non-traumatic subarachnoid hemorrhage (SAH), primarily due to the rupture of intracranial aneurysms, contributes significantly to the global stroke population. A novel biomarker, pan-immune-inflammation value (PIV) or called the aggregate index of systemic inflammation (AISI), linked to progression-free survival and overall survival in non-small-cell lung cancer and mortality in Coronavirus Disease 2019 (COVID-19) patients, has surfaced recently. Its role in non-traumatic SAH patients, however, remains under-researched. This study aims to determine the relationship between PIV and all-cause mortality in non-traumatic SAH patients. Methods: A retrospective analysis was conducted using data from the Medical Information Mart for Intensive Care (MIMIC-IV) database to examine the association between PIV and all-cause mortality in critically ill patients with non-traumatic SAH. PIV measurements were collected at Intensive Care Unit (ICU) admission, and several mortality measures were examined. To control for potential confounding effects, a 1:1 propensity score matching (PSM) method was applied. The optimal PIV cutoff value was identified as 1362.45 using X-tile software that is often used to calculate the optimal cut-off values in survival analysis and continuous data of medical or epidemiological research. The relationship between PIV and short- and long-term all-cause mortality was analyzed using a multivariate Cox proportional hazard regression model and Kaplan-Meier (K-M) survival curve analysis. Interaction and subgroup analyses were also carried out. Results: The study included 774 non-traumatic SAH patients. After PSM, 241 pairs of score-matched patients were generated. The Cox proportional hazard model, adjusted for potential confounders, found a high PIV (≥ 1362.45) independently associated with 90-day all-cause mortality both pre- (hazard ratio [HR]: 1.67; 95% confidence intervals (CI): 1.05-2.65; P = 0.030) and post-PSM (HR: 1.58; 95% CI: 1.14-2.67; P = 0.042). K-M survival curves revealed lower 90-day survival rates in patients with PIV ≥ 1362.45 before (31.1% vs. 16.1%%, P < 0.001) and after PSM (68.9% vs. 80.9%, P < 0.001). Similarly, elevated PIV were associated with increased risk of ICU (pre-PSM: HR: 2.10; 95% CI: 1.12-3.95; P = 0.02; post-PSM: HR: 2.33; 95% CI: 1.11-4.91; P = 0.016), in-hospital (pre-PSM: HR: 1.91; 95% CI: 1.12-3.26; P = 0.018; post-PSM: 2.06; 95% CI: 1.10-3.84; P = 0.034), 30-day (pre-PSM: HR: 1.69; 95% CI: 1.01-2.82; P = 0.045; post-PSM: 1.66; 95% CI: 1.11-2.97; P = 0.047), and 1-year (pre-PSM: HR: 1.58; 95% CI: 1.04-2.40; P = 0.032; post-PSM: 1.56; 95% CI: 1.10-2.53; P = 0.044) all-cause mortality. The K-M survival curves confirmed lower survival rates in patients with higher PIV both pre- and post PSM for ICU (pre-PSM: 18.3% vs. 8.4%, P < 0.001; post-PSM:81.7 vs. 91.3%, P < 0.001), in-hospital (pre-PSM: 25.3% vs. 12.8%, P < 0.001; post-PSM: 75.1 vs. 88.0%, P < 0.001), 30-day (pre-PSM: 24.9% vs. 11.4%, P < 0.001; post-PSM:74.7 vs. 86.3%, P < 0.001), and 1-year (pre-PSM: 36.9% vs. 20.8%, P < 0.001; P = 0.02; post-PSM: 63.1 vs. 75.1%, P < 0.001) all-cause mortality. Stratified analyses indicated that the relationship between PIV and all-cause mortality varied across different subgroups. Conclusion: In critically ill patients suffering from non-traumatic SAH, an elevated PIV upon admission correlated with a rise in all-cause mortality at various stages, including ICU, in-hospital, the 30-day, 90-day, and 1-year mortality, solidifying its position as an independent mortality risk determinant. This study represents an attempt to bridge the current knowledge gap and to provide a more nuanced understanding of the role of inflammation-based biomarkers in non-traumatic SAH. Nevertheless, to endorse the predictive value of PIV for prognosticating outcomes in non-traumatic SAH patients, additional prospective case-control studies are deemed necessary.
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