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Predictive Factors and Nomogram to Evaluate the Risk of Symptomatic Intracerebral Hemorrhage for Stroke Patients Receiving Thrombectomy
- Source :
- World Neurosurgery. 144:e466-e474
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- Background Symptomatic intracerebral hemorrhage (sICH) is a severe complication of mechanical thrombectomy (MT). This study is to identify predictive factors and create a nomogram to evaluate the risk of sICH after MT treatment. Methods We conducted a retrospective analysis on 127 consecutive stroke patients treated by MT therapy. We evaluated multiple predictive factors for the incidence of sICH using univariate and multivariate logistic regressions. Based on the identified and other possible factors, a nomogram was constructed to predict the risk of sICH. Results We identified several predictive factors for sICH in the univariate analysis, including thrombectomy maneuvers >3 (odds ratio [OR], 4.42; 95% confidence interval [CI], 1.25–15.6; P = 0.0211), admission blood glucose (OR, 1.29; 95% CI, 1.13–1.48; P = 0.0002), diabetes mellitus (OR, 4.44; 95% CI, 1.64–12.0; P = 0.0033), and admission National Institutes of Health Stroke Scale (NIHSS) score (OR, 1.05; 95% CI, 1.01–1.10; P = 0.0263). The multivariate analysis showed that admission NIHSS score and blood glucose significantly affected the prognosis. Moreover, the proposed nomogram showed reliable identification ability with an area under the curve of 0.82 (95% CI, 0.71–0.93), specificity of 0.745, sensitivity of 0.762, accuracy of 0.748, and negative predictive value of 0.941. Conclusions Our study identified the admission NIHSS score and admission blood glucose level as predictive factors for sICH. Moreover, the proposed nomogram based on possible factors showed reliable predictive performance in evaluating the risk of sICH.
- Subjects :
- Male
medicine.medical_specialty
Multivariate analysis
Mechanical Thrombolysis
03 medical and health sciences
Postoperative Complications
0302 clinical medicine
Risk Factors
Internal medicine
Humans
Medicine
Risk factor
Aged
Cerebral Hemorrhage
Ischemic Stroke
Retrospective Studies
Intracerebral hemorrhage
Univariate analysis
business.industry
Area under the curve
Odds ratio
Middle Aged
Nomogram
medicine.disease
Confidence interval
Nomograms
030220 oncology & carcinogenesis
Female
Surgery
Neurology (clinical)
business
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 18788750
- Volume :
- 144
- Database :
- OpenAIRE
- Journal :
- World Neurosurgery
- Accession number :
- edsair.doi.dedup.....c45ee4205f10b308a2bc25432c8f8c38