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Nomogram Prediction Model of Hypernatremia on Mortality in Critically Ill Patients

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单位: [1]Department of Critical Care Medicine, Capital Medical University, Beijing, People’s Republic of China [2]Department of Critical Care Medicine, BeijingDitan Hospital, Capital Medical University, Beijing, People’s Republic of China [3]Beijing Ditan Hospital, Capital Medical University, Beijing, People’sRepublic of China
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关键词: intensive care unit 28 day mortality serum sodium hypernatremia

摘要:
Objective: To investigate the value of hypernatremia in the intensive care unit (ICU) for the risk prediction of mortality in severe patients. Methods: Clinical data of critically ill patients admitted to the ICU of Beijing Friendship Hospital, were collected for retrospective analysis. Univariate and multivariate logistic regression analyses were employed to analyze the influencing factors. Nomograms predicting the mortality were constructed with R software and validated with repeated sampling. Results: A total of 442 cases were eligible for this study. Hypernatremia within 48 hours of ICU admission, change in sodium concentration (CNa+) within 48 hours, septic shock, APACHE II score, hyperlactatemia within 48 hours, use of continuous renal replacement therapy (CRRT) within 48 hours, and the use of mechanical ventilation (MV) within 48 hours of ICU admission were all identified as independent risk factors for death within 28 days of ICU admission. These predictors were included in a nomogram of 28 day mortality in severe patients, which was constructed using R software. Conclusion: The nomogram could predict the individualized risk of 28-day mortality based on the above factors. The model has better discrimination and accuracy and has high clinical application value.

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出版当年[2022]版:
大类 | 3 区 医学
小类 | 3 区 药学 3 区 传染病学
最新[2025]版:
大类 | 3 区 医学
小类 | 3 区 药学 4 区 传染病学
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出版当年[2021]版:
Q2 PHARMACOLOGY & PHARMACY Q3 INFECTIOUS DISEASES
最新[2023]版:
Q2 INFECTIOUS DISEASES Q2 PHARMACOLOGY & PHARMACY

影响因子: 最新[2023版] 最新五年平均[2021-2025] 出版当年[2021版] 出版当年五年平均[2017-2021] 出版前一年[2020版] 出版后一年[2022版]

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第一作者单位: [1]Department of Critical Care Medicine, Capital Medical University, Beijing, People’s Republic of China
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通讯机构: [1]Department of Critical Care Medicine, Capital Medical University, Beijing, People’s Republic of China [3]Beijing Ditan Hospital, Capital Medical University, Beijing, People’sRepublic of China [*1]Ditan Hospital, Capital Medical University, Beijing Ditan Hospital, 8 Jing Shun East Street, Beijing, People’s Republic of China [*2]Department of Critical Care Medicine, Beijing Friendship Hospital, Capital Medical University, No. 95 Yong’an Road, Xicheng District, Beijing, 10005, People’s Republic of China
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