# Association between the systemic immune-inflammation index and prognosis in patients with stroke: a meta-analysis of cohort studies

**Authors:** Ziliang Zhang, Zhihong Huang, Zhenzhou Guo, Yan Shi, Jinhua Qiu

PMC · DOI: 10.3389/fneur.2026.1760467 · Frontiers in Neurology · 2026-02-06

## TL;DR

This study finds that a high systemic immune-inflammation index is linked to worse outcomes in stroke patients, such as higher mortality and poor recovery.

## Contribution

This is the first meta-analysis to systematically evaluate the relationship between the systemic immune-inflammation index and stroke prognosis.

## Key findings

- Elevated SII is strongly associated with increased mortality in stroke patients.
- High SII levels correlate with poor functional outcomes in stroke patients.
- SII is not significantly linked to stroke severity or intracranial hemorrhage.

## Abstract

The systemic immune-inflammation index (SII) is a newly recognized biomarker of inflammation. Although several studies have suggested that SII may aid in diagnosis of stroke and in predicting treatment outcomes, the findings remain inconsistent, and its relationship with clinical prognosis is still unclear. Therefore, we conducted a comprehensive systematic review and meta-analysis to explore the relationship between SII and clinical outcomes in patients with stroke.

We systematically searched four databases (PubMed, Embase, Cochrane Library, and Web of Science). The study adhered strictly to PRISMA guidelines. We assessed the risk of bias across the included studies using the Newcastle–Ottawa Scale. Key outcome indicators included poor functional outcome (modified Rankin Scale, mRS ≥ 2), mortality, stroke severity (National Institutes of Health Stroke Scale, NIHSS >4), and intracranial hemorrhage.

A total of 11 cohort studies comprising 24,922 patients with stroke were included. Our results demonstrated that elevated SII was strongly linked to increased mortality (OR = 1.58, 95% CI: 1.23–2.02; p = 0.0003) and poor functional outcome (mRS ≥ 2) (OR = 2.03, 95% CI: 1.63–2.52; p = 0.0001). However, elevated SII was not associated with NIHSS >4 (OR = 3.40, 95% CI: 2.02–5.71; p = 0.80), nor with intracranial hemorrhage (OR = 2.41, 95% CI: 1.59–3.66; p = 0.35).

SII appears to have potential value in predicting stroke prognosis and may help clinicians assess outcomes by calculating patients’ SII levels. Nevertheless, given the limitations of the available evidence, further research is needed to clarify its practical clinical utility. Larger samples and multicenter clinical trials are required to obtain more robust conclusion.

https://www.crd.york.ac.uk/PROSPERO/view/CRD420251163979, identifier PROSPERO (CRD420251163979).

## Linked entities

- **Diseases:** stroke (MONDO:0005098)

## Full-text entities

- **Genes:** TCEA1 (transcription elongation factor A1) [NCBI Gene 6917] {aka GTF2S, SII, TCEA, TF2S, TFIIS}, SELPLG (selectin P ligand) [NCBI Gene 6404] {aka CD162, CLA, PSGL-1, PSGL1}, ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}, SELP (selectin P) [NCBI Gene 6403] {aka CD62, CD62P, GMP140, GRMP, LECAM3, PADGEM}, FGB (fibrinogen beta chain) [NCBI Gene 2244] {aka HEL-S-78p}, F12 (coagulation factor XII) [NCBI Gene 2161] {aka HAE3, HAEX, HAF}
- **Diseases:** infarct (MESH:D007238), neuronal injury (MESH:D009410), cerebral necrosis (MESH:D009336), microvascular occlusion (MESH:D017566), thrombosis (MESH:D013927), reperfusion injury (MESH:D015427), hypothermia (MESH:D007035), neurological injury (MESH:D020196), hypertension (MESH:D006973), brain herniation (MESH:D001927), death (MESH:D003643), atrial fibrillation (MESH:D001281), ischemic stroke (MESH:D002544), infection (MESH:D007239), AIS (MESH:D013734), endothelial injury (MESH:D057772), Cerebrovascular diseases (MESH:D002561), obesity (MESH:D009765), hemorrhagic (MESH:D006470), malignant cerebral edema (MESH:D001929), ICH (MESH:D020300), Acute Cerebrovascular Accident (MESH:D020521), hypercoagulable (MESH:D019851), acute (MESH:D000208), Acute Ischemic Stroke (MESH:D000083242), hematoma (MESH:D006406), immune-inflammation (MESH:D007249), dyslipidemia (MESH:D050171), ischemic (MESH:D002545), diabetes (MESH:D003920), vessel occlusion (MESH:C536223), hemorrhagic stroke (MESH:D000083302)
- **Chemicals:** alcohol (MESH:D000438), low-molecular-weight heparin (MESH:D006495), antiplatelet (-), edaravone (MESH:D000077553), blood glucose (MESH:D001786)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12920226/full.md

## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12920226/full.md

## References

42 references — full list in the complete paper: https://tomesphere.com/paper/PMC12920226/full.md

---
Source: https://tomesphere.com/paper/PMC12920226