Admission White Blood Cell Count and Neutrophil-to-Lymphocyte Ratio for Early Risk Stratification after Spontaneous Intracerebral Hemorrhage: A Retrospective Cohort Study.
Admission WBC and NLR remained associated with unfavorable discharge outcome after adjustment and improved discrimination beyond established severity measures, supporting their use in preliminary short-term risk assessment after spontaneous intracerebral hemorrhage.
Key Findings
Results
Each 1 × 10⁹/L increase in admission WBC was independently associated with higher odds of unfavorable discharge outcome after spontaneous intracerebral hemorrhage.
Adjusted odds ratio of 1.116 (95% CI, 1.035–1.204; p = 0.004) per 1 × 10⁹/L increase in WBC
Analysis was performed on 752 patients in the complete-case cohort
Models were adjusted for clinical severity covariates and benchmarked against the ICH score
Results
Each doubling of NLR was independently associated with higher odds of unfavorable discharge outcome after spontaneous intracerebral hemorrhage.
NLR was log2-transformed before analysis to handle skewed distribution
Adjusted OR of 2.187 (95% CI, 1.687–2.835; p < 0.001) per doubling of NLR
Association remained significant after multivariable adjustment
This represents a substantially stronger per-unit association than WBC alone
Results
Adding WBC and NLR to the ICH score significantly improved discrimination for unfavorable discharge outcome.
AUC increased from 0.757 to 0.848 when WBC and NLR were added to the ICH score (ΔAUC = 0.091; p < 0.001)
The ICH score is an established clinical severity measure used for benchmarking
Internal validation used 1000 bootstrap resamples
The improvement was statistically significant at p < 0.001
Results
Adding WBC and NLR to a clinical severity model also significantly improved discrimination, though the incremental gain was smaller.
AUC increased from 0.875 to 0.909 when WBC and NLR were added to the clinical model (ΔAUC = 0.034; p < 0.001)
The clinical severity model had higher baseline discrimination than the ICH score alone
The optimism-corrected AUC of the full model was 0.900
Corrected calibration slope was 0.932 and Brier score was 0.129, indicating good calibration
Results
An exploratory outcome-derived WBC-NLR burden classification showed reasonable discrimination that improved substantially when clinical covariates were added.
The burden classification was a three-level categorization treated as exploratory
Nested-bootstrap-corrected AUC was 0.776 for the burden-only model
AUC improved to 0.899 after adding clinical covariates to the burden classification
Evaluated with 1000 nested bootstrap resamples
Authors noted these outcome-derived burden categories require external validation before clinical use
Results
Nearly half of the study cohort experienced an unfavorable discharge outcome following spontaneous intracerebral hemorrhage.
358 of 752 patients (47.6%) had an unfavorable discharge outcome (mRS ≥ 3)
The cohort comprised consecutive adults with CT-confirmed sICH admitted to a tertiary academic hospital in northwestern China from August 2021 through August 2025
764 patients formed the initial study cohort after eligibility screening; 752 were included in the primary complete-case analysis
The study was retrospective in design
Discussion
The study authors explicitly cautioned that discharge mRS outcome should not be interpreted as a substitute for 90-day functional outcome.
This limitation was stated in both the abstract and conclusions
The discharge endpoint reflects short-term in-hospital status rather than longer-term functional recovery
Authors also noted the outcome-derived burden categories require external validation
The study was conducted at a single tertiary academic center in northwestern China, limiting generalizability
What This Means
This research examined whether two routine blood test measurements taken at hospital admission — the total white blood cell count (WBC) and a ratio of two types of immune cells called the neutrophil-to-lymphocyte ratio (NLR) — could help predict how well patients would recover after a brain bleed (spontaneous intracerebral hemorrhage, or sICH). The study looked back at records from 752 patients admitted to a hospital in China over four years. About 48% of patients had a poor functional outcome at discharge, meaning they had significant disability or worse. The researchers found that higher WBC and higher NLR at admission were both independently linked to worse outcomes, even after accounting for other factors like the severity of the stroke.
This research suggests that adding WBC and NLR to existing clinical tools used to assess stroke severity could meaningfully improve doctors' ability to identify patients at higher risk of poor outcomes early in their hospital stay. When WBC and NLR were added to a well-known stroke severity score (the ICH score), the accuracy of outcome prediction improved substantially. When added to a more detailed clinical model, there was still a statistically significant improvement. These are standard, inexpensive blood tests already routinely collected at admission, making them practical additions to early risk assessment without extra cost or procedures.
However, the study has important limitations to keep in mind. It was conducted at a single hospital and looked only at outcomes at the time of hospital discharge rather than longer-term recovery (such as 90-day functional status), so the findings may not fully reflect patients' ultimate recovery. The authors also developed an exploratory classification system based on combined WBC and NLR levels, but caution that this requires testing in other patient populations before it could be used clinically. Overall, this study adds to evidence that inflammation markers measurable at admission may provide useful prognostic information in the acute setting for brain hemorrhage patients.
Li G, Wang G, Hui Y, Xiong X, Wang H, Hou B. (2026). Admission White Blood Cell Count and Neutrophil-to-Lymphocyte Ratio for Early Risk Stratification after Spontaneous Intracerebral Hemorrhage: A Retrospective Cohort Study.. Brain and behavior. https://doi.org/10.1002/brb3.71786