Background Intracerebral haemorrhage(ICH)is the most devastating form of stroke causing high morbidity and mortality.We aimed to develop a novel clinical score incorporating multisystem markers to predict functional d...Background Intracerebral haemorrhage(ICH)is the most devastating form of stroke causing high morbidity and mortality.We aimed to develop a novel clinical score incorporating multisystem markers to predict functional dependence at 90 days after ICH.Methods We analysed data from Chinese Cerebral Hemorrhage:Mechanism and Intervention study.Multivariable logistic regression analysis was used to identify the factors associated with 90-day functional dependency(the modified Rankin Scale≥3)after ICH and develop the ADVISING scoring system.To test the scoring system,a total of 2111 patients from Hubei province were included as the training cohort,and 733 patients from other three provinces in China were included as an external validation cohort.Results We found nine variables to be significantly associated with functional dependency and included in the ADVISING score system:age,deep location of haematoma,volume of haematoma,National Institutes of Health Stroke Scale,aspartate transaminase,international normalised ratio,neutrophil-lymphocyte ratio,fasting blood glucose and glomerular filtration rate.Individuals were divided into 12 different categories by using these nine potential predictors.The proportion of patients who were functionally dependent increased with higher ADVISING scores,which showed good discrimination and calibration in both the training cohort(C-statistic,0.866;p value of Hosmer-Lemeshow test,0.195)and validation cohort(C-statistic,0.884;p value of Hosmer-Lemeshow test,0.853).The ADVISING score also showed better discriminative performance compared with the other five existing ICH scores(p<0.001).Conclusions ADVISING score is a reliable tool to predict functional dependency at 90 days after ICH.展开更多
基金Funding This study was funded by the Research and Development Program of China(2018YFC1312200)the National Natural Science Foundation of China(81820108010,81901214,82071335).
文摘Background Intracerebral haemorrhage(ICH)is the most devastating form of stroke causing high morbidity and mortality.We aimed to develop a novel clinical score incorporating multisystem markers to predict functional dependence at 90 days after ICH.Methods We analysed data from Chinese Cerebral Hemorrhage:Mechanism and Intervention study.Multivariable logistic regression analysis was used to identify the factors associated with 90-day functional dependency(the modified Rankin Scale≥3)after ICH and develop the ADVISING scoring system.To test the scoring system,a total of 2111 patients from Hubei province were included as the training cohort,and 733 patients from other three provinces in China were included as an external validation cohort.Results We found nine variables to be significantly associated with functional dependency and included in the ADVISING score system:age,deep location of haematoma,volume of haematoma,National Institutes of Health Stroke Scale,aspartate transaminase,international normalised ratio,neutrophil-lymphocyte ratio,fasting blood glucose and glomerular filtration rate.Individuals were divided into 12 different categories by using these nine potential predictors.The proportion of patients who were functionally dependent increased with higher ADVISING scores,which showed good discrimination and calibration in both the training cohort(C-statistic,0.866;p value of Hosmer-Lemeshow test,0.195)and validation cohort(C-statistic,0.884;p value of Hosmer-Lemeshow test,0.853).The ADVISING score also showed better discriminative performance compared with the other five existing ICH scores(p<0.001).Conclusions ADVISING score is a reliable tool to predict functional dependency at 90 days after ICH.
