Related Experiment Video
Updated: Jun 13, 2026

Optimized System for Cerebral Perfusion Monitoring in the Rat Stroke Model of Intraluminal Middle Cerebral Artery Occlusion
Published on: February 17, 2013
Relative score of early neurological deterioration in perforator artery infarction: a retrospective study
Kazo Kanazawa1, Nobukazu Miyamoto2, Kenichiro Hira1
1Department of Neurology, Juntendo University School of Medicine, 3-1-3 Hongo, Bunkyo-ku, Tokyo, 113- 0033, Japan.
Insights
Early neurological deterioration (END) in stroke patients is linked to older age, lower BMI, and anti-platelet use. A new pEND score can help predict END risk in perforator artery infarction.
Area of Science:
- Neurology
- Cardiovascular Medicine
- Medical Diagnostics
Background:
- Early neurological deterioration (END) is common in stroke patients with perforator artery infarction, particularly those with branch atheromatous disease (BAD), and is associated with poor prognosis.
- Distinguishing between small vessel occlusion (SVO) and BAD early on is challenging, often making it difficult to predict END.
- Current clinical and radiological findings are insufficient for early END detection in these patients.
Purpose of the Study:
- To identify factors contributing to END in patients with perforator artery infarction.
- To develop a predictive scoring system (pEND score) for early detection of END in this patient population.
Main Methods:
- Retrospective analysis of 201 stroke patients with perforator infarction admitted between January 2016 and December 2022.
- Identified factors associated with END using univariate and binomial logistic regression analyses.
- Developed and validated a pEND scoring system using Receiver Operating Characteristic (ROC) curves.
Main Results:
- END occurred in 13.4% of the studied patients.
- Significant predictors for END included age > 69 years, body mass index < 23.8, and pretreatment with anti-platelets.
- A pEND score of over 2 points demonstrated high sensitivity and specificity for detecting END.
- Patients with END experienced longer hospital stays and worse functional outcomes at discharge.
Conclusions:
- The developed pEND score can aid in identifying high-risk patients who may require intensive care upon early hospitalization.
- The occurrence of stroke during anti-platelet therapy warrants consideration of alternative treatment strategies.
Background And Aims:
Compared to small vessel occlusion (SVO) patients, branch atheromatous disease (BAD) patients are more likely to develop early neurological deterioration (END). Stroke patients with END have a poor prognosis. Initial clinical features/radiological findings are often insufficient to distinguish between BAD and SVO; therefore, they may not detect END. In this retrospective study, we investigated relative factors for END in perforator artery infarction and created a scoring system for END in these patients.
Methods:
We extracted data from stroke patients with perforator artery infarction admitted to the Department of Neurology at Juntendo University between January 2016 and December 2022. We examined factors, such as the presence of SVO and BAD, leading to END. Variables with a P-value < 0.1 on univariate analysis were entered into binominal logistic regression analysis.
Results:
Of the 1,420 stroke patients admitted over a 7-year period, 201 with perforator infarction were included in this study. END was found in 27 of 201 patients (13.4%). Binominal logistic regression analysis of background factors less than p < 0.1 revealed that age > 69 (P = 0.032; odds ratio [OR], 3.941; 95% confidence interval [CI], 1.126-13.769), body mass index < 23.8 (P = 0.041; OR, 3.183; 95%CI, 1.049-9.654), and pretreatment with anti-platelets (P = 0.003; OR, 5.183; 95%CI, 1.783-15.071) were significant factors. Regarding anti-platelet therapy, END was observed in 34.4% of patients administered aspirin and 35.0% administered clopidogrel. Initial infarct lesion size over 15 mm on initial MRI had a P value of 0.076 in univariate analysis and an odds ratio of 1.330 (95% CI 0.471-3.755; P = 0.590) in binomial logistic regression analysis. The length of stay and modified Rankin Scale at discharge were significantly exacerbated in the END group. Creating a scoring system with 1 point for each relevant factor (pEND score), significant correlations were obtained with ROC curves, and over 2 points produced the highest sensitivity and specificity for detecting END.
Conclusion:
Patients with high pEND scores may require intensive care from early hospitalization. In addition, the occurrence of stroke during anti-platelet therapy suggests the need for alternative treatment.

