Kenan Toprak, Mustafa Kaplangöray, Mesut Karataş, Zuhal Fatma Cellat, Yakup Arğa, Rüstem Yılmaz, Mustafa Begenc Tascanov, Asuman Biçer
{"title":"推导和验证预测急性心源性肺水肿短期死亡率的简单预后风险评分:SABIHA评分。","authors":"Kenan Toprak, Mustafa Kaplangöray, Mesut Karataş, Zuhal Fatma Cellat, Yakup Arğa, Rüstem Yılmaz, Mustafa Begenc Tascanov, Asuman Biçer","doi":"10.15441/ceem.24.314","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>In the context of acute cardiogenic pulmonary edema (ACPE), a frequently encountered medical emergency associated with high early mortality rates, there is a need to predict short-term outcomes for risk stratification.Our aim was to derive and validate a model, a simple clinical scoring system using baseline vital signs, clinical and presenting characteristics, and readily available laboratory tests, that allows accurate prediction of short-term mortality in individuals experiencing ACPE.</p><p><strong>Methods: </strong>This retrospective cohort study included 1088 patients with ACPE from six health centers. Subjects were randomly allocated into derivation and validation cohorts at a 4:3 ratio, facilitating comprehensive examination and validation of prognostic model. Independent predictors of mortality (p<0.05) from the multivariable model were included in the risk score. The discriminant ability of the score was tested by ROC analysis.</p><p><strong>Results: </strong>In the derivation cohort (n=623), age, blood urea nitrogen, heart rate, intubation, anemia, and systolic blood pressure were identified as independent predictors of mortality in multivariable analysis. These variables were used to develop a risk score ranging from 0 to 6 by scoring 0 and 1. The SABIHA score provided a good calibration with a concordance index of 0.879 (95% CI: 0.821-0.937). While the probability of short-term mortality was 80.0% in the high risk group, this rate was only 3.3% in the low risk group. This score also performed well on the validation set.</p><p><strong>Conclusions: </strong>A simple clinical score consisting of routinely obtained variables can be used in risk stratification to predict short-term outcomes in patients with ACPE.</p>","PeriodicalId":10325,"journal":{"name":"Clinical and Experimental Emergency Medicine","volume":" ","pages":""},"PeriodicalIF":1.9000,"publicationDate":"2025-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Derivation and validation of a simple prognostic risk score to predict short-term mortality in acute cardiogenic pulmonary edema: SABIHA Score.\",\"authors\":\"Kenan Toprak, Mustafa Kaplangöray, Mesut Karataş, Zuhal Fatma Cellat, Yakup Arğa, Rüstem Yılmaz, Mustafa Begenc Tascanov, Asuman Biçer\",\"doi\":\"10.15441/ceem.24.314\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>In the context of acute cardiogenic pulmonary edema (ACPE), a frequently encountered medical emergency associated with high early mortality rates, there is a need to predict short-term outcomes for risk stratification.Our aim was to derive and validate a model, a simple clinical scoring system using baseline vital signs, clinical and presenting characteristics, and readily available laboratory tests, that allows accurate prediction of short-term mortality in individuals experiencing ACPE.</p><p><strong>Methods: </strong>This retrospective cohort study included 1088 patients with ACPE from six health centers. Subjects were randomly allocated into derivation and validation cohorts at a 4:3 ratio, facilitating comprehensive examination and validation of prognostic model. Independent predictors of mortality (p<0.05) from the multivariable model were included in the risk score. The discriminant ability of the score was tested by ROC analysis.</p><p><strong>Results: </strong>In the derivation cohort (n=623), age, blood urea nitrogen, heart rate, intubation, anemia, and systolic blood pressure were identified as independent predictors of mortality in multivariable analysis. These variables were used to develop a risk score ranging from 0 to 6 by scoring 0 and 1. The SABIHA score provided a good calibration with a concordance index of 0.879 (95% CI: 0.821-0.937). While the probability of short-term mortality was 80.0% in the high risk group, this rate was only 3.3% in the low risk group. This score also performed well on the validation set.</p><p><strong>Conclusions: </strong>A simple clinical score consisting of routinely obtained variables can be used in risk stratification to predict short-term outcomes in patients with ACPE.</p>\",\"PeriodicalId\":10325,\"journal\":{\"name\":\"Clinical and Experimental Emergency Medicine\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2025-01-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Clinical and Experimental Emergency Medicine\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.15441/ceem.24.314\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"EMERGENCY MEDICINE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical and Experimental Emergency Medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15441/ceem.24.314","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"EMERGENCY MEDICINE","Score":null,"Total":0}
Derivation and validation of a simple prognostic risk score to predict short-term mortality in acute cardiogenic pulmonary edema: SABIHA Score.
Objective: In the context of acute cardiogenic pulmonary edema (ACPE), a frequently encountered medical emergency associated with high early mortality rates, there is a need to predict short-term outcomes for risk stratification.Our aim was to derive and validate a model, a simple clinical scoring system using baseline vital signs, clinical and presenting characteristics, and readily available laboratory tests, that allows accurate prediction of short-term mortality in individuals experiencing ACPE.
Methods: This retrospective cohort study included 1088 patients with ACPE from six health centers. Subjects were randomly allocated into derivation and validation cohorts at a 4:3 ratio, facilitating comprehensive examination and validation of prognostic model. Independent predictors of mortality (p<0.05) from the multivariable model were included in the risk score. The discriminant ability of the score was tested by ROC analysis.
Results: In the derivation cohort (n=623), age, blood urea nitrogen, heart rate, intubation, anemia, and systolic blood pressure were identified as independent predictors of mortality in multivariable analysis. These variables were used to develop a risk score ranging from 0 to 6 by scoring 0 and 1. The SABIHA score provided a good calibration with a concordance index of 0.879 (95% CI: 0.821-0.937). While the probability of short-term mortality was 80.0% in the high risk group, this rate was only 3.3% in the low risk group. This score also performed well on the validation set.
Conclusions: A simple clinical score consisting of routinely obtained variables can be used in risk stratification to predict short-term outcomes in patients with ACPE.