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Outcome Evaluation in Putaminal Hemorrhage by Multiple Regression Analysis Hirofumi HIRANO 1 , Shunichi YOKOYAMA 1 , Tetsuhiko ASAKURA 1 1Department of Neurosurgery, Faculty of Medicine, University of Kagoshima Keyword: Putaminal hemorrhage , Outcome , Prognosis , Spearvman's rank correlation analysis , Multiple regression analysis pp.1135-1140
Published Date 1994/12/10
DOI https://doi.org/10.11477/mf.1436900949
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The aim of this study was to determine the factors that influence the prognosis of hypertensive putaminal hemorrhage. We investigated the outcome of the activ-ity of daily living (ADL 1: full recovery at social life, 2: self cared, 3: required partial care at home, 4: remained bedridden, 5: vegetative state, 6: dead) one year after the onset of putaminal hemorrhage in com-parison with initial data obtained on the day when it occurred. The following parameters were assessed: sex, age, side of hematoma, classification of computed tomography (CT) findings, neurological grade, degree of muscle power, hematoma volume, treatment, past history of cerebrovascular disease, and laboratory data.In 67 patients with putaminal hemorrhage, the rela-tionships among these parameters were examined using Spearman's rank correlation analysis. Additionally, in 55 patients (24 male and 31 female) with complete data from the day of onset, multiple regression analysis was performed. The data of muscle power were handled by the quantification method.

The result of Spearman's rank correlation coefficient indicated that the outcome had a positive correlation with age (correlation coefficient=0.375), CT classifica-tion (0.595), neurological grade (0.714), hematoma volume (0.689), a past history of cerebrovascular dis-ease (0.475), the white blood cell count (0.541), and the lactate dehydrogenase level (0.347). The outcome had a negative correlation with muscle power (-0.579) and the cholinesterase (-0.340). The index showing the correlation between the CT classification, neurolo-gical grade, muscle power and hematoma volume was so high that we could not use the data on CT classifica-tion and neurological grade for multiple regressionanalysis because of the problem of multicollinearity. Multiple regression analysis (multiple correlation coeffi-cient=0.9044, P<0.0001) showed that the difference between the actual and predicted outcome was less than one rank in 51 out of 55 patients. The regression coefficients determined by the model were 0.03 (age= years), 1.302 (muscle power=0), 1.709 (muscle power =1), 0.274 (muscle power=2), 0.909 (muscle power= 3), 0.563 (muscle power=4), 0.02 (hematoma volume=ml),-0.264 (hematoma aspiration),-1.189 (cranio-tomy and hematoma removal), 0.421 (a positive past history of cerebrovascular disease), 0.003 (lactate de-hydrogenase=IU/L), -1.461 (cholinesterase=ΔpH). Thus the model suggested that surgical intervention was effective for the treatment of hypertensive puta-minal hemorrhage. The lactate dehydrogenase and cho-linesterase level seemed to be related to outcome, be-cause the former indicates the general condition, and the latter indicates the nutrition level of patients. These results suggested the possibility of predicting the prognosis of hypertensive putaminal hemorrhage from clinical data and the method of treatment in the acute stage.


Copyright © 1994, Igaku-Shoin Ltd. All rights reserved.

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電子版ISSN 1882-1251 印刷版ISSN 0301-2603 医学書院

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