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Higher admission neutrophil-to-lymphocyte ratio (NLR) associated with unfavorable functional outcomes in acute ischemic strokeHigher neutrophil-to-lymphocyte ratio linked to poorer outcomes in stroke patients

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Key Takeaway
Note that higher admission NLR is associated with worse functional outcomes and increased mortality in acute ischemic stroke.

This meta-analysis evaluated the prognostic value of the neutrophil-to-lymphocyte ratio (NLR) in patients diagnosed with acute ischemic stroke (AIS). The study included a large aggregate population of 31,853 patients. Because this is a meta-analysis of observational data, the results indicate associations rather than direct causal links between the biomarker and clinical outcomes.

The primary outcome measured was functional outcomes following an acute ischemic stroke. The analysis found that a higher admission NLR was significantly associated with unfavorable functional outcomes (OR: 1.10; 95% CI: [1.07, 1.14]). This suggests that patients presenting with elevated neutrophil counts relative to lymphocyte counts may face a higher risk of poor functional recovery following an ischemic event.

Secondary outcomes included the incidence of intracranial hemorrhage (ICH) and overall mortality. The data indicated that a higher admission NLR was significantly associated with ICH (OR: 1.06; 95% CI: [1.03, 1.09]). Furthermore, a higher admission NLR was significantly associated with mortality (OR: 1.06; 95% CI: [1.04, 1.08]). These findings suggest that the NLR may serve as a multi-faceted indicator of severity and risk in the acute phase of stroke.

Clinical implications for practice involve the potential use of NLR as a routine biomarker for stroke prognosis. Because the test is accessible and cost-effective, it may provide clinicians with a rapid tool to identify high-risk patients early in the admission process. However, its role as a definitive diagnostic tool is not established by this evidence.

Several limitations were noted in the data. Specifically, the association between higher NLR and unfavorable functional outcomes was not significant in the non-Asian subgroup. Additionally, the association with mortality was not significant specifically within the intravenous thrombolysis (IVT) subgroup. These discrepancies suggest that the predictive value of NLR may vary based on patient demographics or specific treatment pathways.

While these results provide a strong basis for further investigation into inflammatory markers in stroke management, several questions remain. The exact biological mechanism linking the neutrophil-to-lymphocyte ratio to specific stroke outcomes is not fully elucidated. Furthermore, more targeted studies are needed to determine if NLR can reliably stratify risk within specific treatment subgroups, such as those receiving intravenous thrombolysis, where the association with mortality was not significant in this analysis.

When someone suffers an acute ischemic stroke, medical teams work quickly to manage the damage caused by a blocked artery. During this critical window, doctors look for ways to predict how well a patient might recover or if they face serious complications. One specific marker that has gained attention is the neutrophil-to-lymphocyte ratio, which is a calculation based on two types of white blood cells found in the blood. Because these cells are easy and inexpensive to measure, this ratio could potentially help doctors identify patients who may need more intensive monitoring or care.

To investigate this link, researchers conducted a meta-analysis, which is a large-scale review that combines data from many different studies. This specific analysis included data from over 31,000 patients who had experienced an acute ischemic stroke. By looking at such a large group of people, the researchers aimed to see if there was a consistent pattern between the white blood cell levels at the time of admission and the patient's eventual health outcomes.

The results showed that a higher neutrophil-to-lymphocyte ratio at the time of hospital admission was linked to several concerning outcomes. Specifically, patients with a higher ratio were more likely to have unfavorable functional outcomes, meaning they may have had more difficulty regaining physical or cognitive abilities after the stroke. Additionally, the data showed a link between a higher ratio and an increased risk of intracranial hemorrhage, which is bleeding in the brain. The study also found that a higher ratio was associated with a higher risk of mortality among the patients studied.

While these findings are important, it is vital to understand the limitations of this research. Because this was a meta-analysis of observational studies, it shows an association rather than a direct cause. This means that while a high ratio is linked to worse outcomes, the ratio itself does not cause the stroke or the complications. Furthermore, some specific groups did not show these links as clearly; for example, the link to poor functional outcomes was not significant in patients who were not of Asian descent, and the link to mortality was not significant in a specific group receiving intravenous thrombolysis.

For patients and families right now, this means that while the neutrophil-to-lymphocyte ratio is a promising tool for doctors to use as a biomarker, it is not yet a definitive diagnostic tool. It cannot be used on its own to predict exactly what will happen to an individual patient. Instead, it serves as one piece of information that doctors can use alongside other tests to better understand the risks and plan the best possible care for stroke patients.

What this means for you:
A higher white blood cell ratio at admission is linked to poorer recovery and complications in some stroke patients.

Study Details

Study typeMeta analysis
Sample sizen = 31,853
EvidenceLevel 1
PublishedAug 2026
View Original Abstract ↓
OBJECTIVE: To evaluate the association of admission neutrophil-to-lymphocyte ratio (NLR) with functional outcomes, intracranial hemorrhage (ICH), and mortality in patients with acute ischemic stroke (AIS). METHODS: We searched PubMed, Scopus, Web of Science, Cochrane CENTRAL, and Embase from inception until December 17, 2024. Studies examining admission NLR as a predictor for functional outcomes, ICH, and mortality in AIS patients were included. A meta-analysis was performed using pooled odds ratios (ORs) with 95% confidence intervals (CIs). Subgroup analyses were conducted based on treatment modality, time of measurement, hemorrhage type, and ethnicity. Heterogeneity was assessed using I statistics, and publication bias was evaluated using Egger's test. RESULTS: Sixty observational studies (31,853 patients), including 59 cohort studies and one cross-sectional study, were included. Higher admission NLR was significantly associated with unfavorable functional outcomes (OR: 1.10, 95% CI: [1.07, 1.14]), ICH (OR: 1.06, 95% CI: [1.03, 1.09]), and mortality (OR: 1.06, 95% CI: [1.04, 1.08]). Subgroup analysis indicated that NLR was associated with poor outcomes in AIS patients receiving mechanical thrombectomy and intravenous thrombolysis. CONCLUSION: Admission NLR is significantly associated with unfavorable functional outcomes, ICH, and mortality in AIS patients. Its predictive value remained evident in the MT and Asian subgroups; however, the association with unfavorable functional outcomes was not significant in the non-Asian subgroup, and the association with mortality in the IVT subgroup was also not significant. Given its accessibility and cost-effectiveness, NLR holds promise as a routine biomarker for stroke prognosis.
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