ArticleCureus2023
The Role of the Multi-Inflammatory Index as a Novel Predictor of Hospital Mortality in Acute Ischemic Stroke.
Article in Cureus, 2023. 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, 15 citations in OpenAlex.
- Systemic Inflammation Response Index Is Associated with the Presence and Extent of Late Gadolinium Enhancement in Acute Myocarditis.Journal of clinical medicine · 2026Article
- Prognostic value of C-reactive protein to albumin ratio for in-hospital mortality in acute stroke patients.BMC neurology · 2026Article
- Admission inflammatory and immuno-nutritional indices and in-hospital mortality in emergency department patients admitted to intensive care: a retrospective cohort study.Frontiers in medicine · 2026Article
- Relationship between high-sensitivity C-reactive protein/lymphocyte ratio and post-thrombolysis short-term outcome in acute ischemic stroke patients.Frontiers in aging neuroscience · 2026Article
- A clinical study on the application of new inflammatory markers SII, SIRI, AISI, and MII in the identification of severe acute pancreatitis.Frontiers in medicine · 2026Article
- Elevated serum NLRP3 inflammasome level potentially predicts haemorrhagic transformation and unfavourable outcome in acute ischemic stroke patients.Annals of medicine · 2025Article
- C-Reactive Protein-to-Lymphocyte Ratio as a Prognostic Biomarker in Acute Ischemic Stroke Patients Undergoing Mechanical Thrombectomy: A Multicenter Study.Diagnostics (Basel, Switzerland) · 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
- The association between multi-inflammatory index and long-term mortality in post-myocardial infarction patients treated with percutaneous coronary intervention.Frontiers in cardiovascular medicine · 2025Article
- Predictive model for acute radiation esophagitis in esophageal carcinoma based on prognostic nutritional index and systemic inflammatory index and its application.Oncology letters · 2024Article
- Evaluation of the Effect of Thrombolytic Therapy on Inflammatory Markers in Patients With Acute Pulmonary Embolism.Cureus · 2024Article
- Predictive value of inflammatory markers (NLR, PLR, MLR, SII, SIRI, PIV, IG, and MII) for latency period in Preterm premature rupture of membranes (PPROM) pregnancies.BMC pregnancy and childbirth · 2024Article
- Comparison of Inflammatory Marker Scoring Systems and Conventional Inflammatory Markers in Patients over 65 Years of Age Admitted to the Intensive Care Unit: A Multicenter, Retrospective, Cohort Study.Journal of clinical medicine · 2024Article
- Using a k-means clustering to identify novel phenotypes of acute ischemic stroke and development of its Clinlabomics models.Frontiers in neurology · 2024Article
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background and objective Ischemic strokes account for the majority of all strokes. The severity of an acute ischemic stroke (AIS) can be estimated with the help of a number of different scoring systems. However, there is a need for bedside tests that will support the clinical diagnosis and thus help predict the severity of stroke. The research on the multi-inflammatory index (MII), which is calculated using hemogram parameters, has shown immense promise. In light of this, the aim of this study was to establish the association between MII and the severity of AIS. Methods The study included 452 ischemic stroke patients over the age of 18 years who presented to the hospital within 72 hours of the onset of symptoms. Demographic information such as patient age and gender, hemogram parameters, ratios, indices, hospitalization, and mortality status were all recorded. The demographic data, hemogram parameters, neutrophil/lymphocyte ratio (NLR), platelet/lymphocyte ratio (PLR), and C-reactive protein (CRP)/lymphocyte ratio (CLR), and MII 1, 2, and 3 were compared between surviving and deceased patients. Results The MII-1, MII-2, and MII-3 index values were determined to be significantly low in the patients with Glasgow Coma Scale (GCS) scores of 13-15 compared to those with GCS scores ≤8, and in patients with National Institutes of Health Stroke Scale (NIHSS) score of 1-4 compared to those with scores of 5-14, 15-20, and ≥21. The NLR, CLR, PLR, MII-1, MII-2, and MII-3 index values were significantly higher in the non-survivors (PLR: p=0.004, all other values: p<0.001). The performances of multiple models developed for the mortality cut-off points were evaluated. Together with other factors, Model 1 included the MII-1, Model 2 the MII-2, and Model 3 the MII-3. Although there was no significant difference between the AUC values of the models, the highest sensitivity rate was reached with Model 2 (74.48%), and the highest specificity rate with Model 3 (90.62%). Conclusion Based on our findings, MII is a simple and practical biomarker that can be easily obtained from NLR, PLR, and CRP, and can help in the early detection of poor prognosis in AIS. NLR was found to be superior to PLR and CLR in distinguishing fatal AIS cases.
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