{"title":"预测泰国北部接受生理盐水治疗的脓毒症患者急性肾损伤的临床风险评分:一项回顾性队列研究。","authors":"Phaweesa Chawalitpongpun, Sukrit Kanchanasurakit, Nattha Sanhatham, Warinda Sasom, Siriwan Thanommim, Araya Senpradit, Wuttikorn Siriplabpla","doi":"10.4266/acc.2024.00514","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Normal saline is commonly used for resuscitation in sepsis patients but has a high chloride content, potentially increasing the risk of acute kidney injury (AKI). This study evaluated risk factors and developed a predictive risk score for AKI in sepsis patients treated with normal saline.</p><p><strong>Methods: </strong>This retrospective cohort study utilized the medical and electronic health records of sepsis patients who received normal saline between January 2018 and May 2020. Predictors of AKI used to construct the predictive risk score were identified through multivariate logistic regression models, with discrimination and calibration assessed using the area under the receiver operating characteristic curve (AUROC) and the expected-to-observed (E/O) ratio. Internal validation was conducted using bootstrapping techniques.</p><p><strong>Results: </strong>AKI was reported in 211 of 735 patients (28.7%). Eight potential risk factors, including norepinephrine, the Acute Physiology and Chronic Health Evaluation II score, serum chloride, respiratory failure with invasive mechanical ventilation, nephrotoxic antimicrobial drug use, history of angiotensin-converting enzyme inhibitors/angiotensin receptor blockers use, history of liver disease, and serum creatinine were used to create the NACl RENAL-Cr score. The model demonstrated good discrimination and calibration (AUROC, 0.79; E/O, 1). The optimal cutoff was 2.5 points, with corresponding sensitivity, specificity, positive predictive value, and negative predictive value scores of 71.6%, 72.5%, 51.2%, and 86.4%, respectively.</p><p><strong>Conclusions: </strong>The NACl RENAL-Cr score, consisting of eight critical variables, was used to predict AKI in sepsis patients who received normal saline. This tool can assist healthcare professionals when deciding on sepsis treatment and AKI monitoring.</p>","PeriodicalId":44118,"journal":{"name":"Acute and Critical Care","volume":null,"pages":null},"PeriodicalIF":1.7000,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11392696/pdf/","citationCount":"0","resultStr":"{\"title\":\"A clinical risk score for predicting acute kidney injury in sepsis patients receiving normal saline in Northern Thailand: a retrospective cohort study.\",\"authors\":\"Phaweesa Chawalitpongpun, Sukrit Kanchanasurakit, Nattha Sanhatham, Warinda Sasom, Siriwan Thanommim, Araya Senpradit, Wuttikorn Siriplabpla\",\"doi\":\"10.4266/acc.2024.00514\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Normal saline is commonly used for resuscitation in sepsis patients but has a high chloride content, potentially increasing the risk of acute kidney injury (AKI). This study evaluated risk factors and developed a predictive risk score for AKI in sepsis patients treated with normal saline.</p><p><strong>Methods: </strong>This retrospective cohort study utilized the medical and electronic health records of sepsis patients who received normal saline between January 2018 and May 2020. Predictors of AKI used to construct the predictive risk score were identified through multivariate logistic regression models, with discrimination and calibration assessed using the area under the receiver operating characteristic curve (AUROC) and the expected-to-observed (E/O) ratio. Internal validation was conducted using bootstrapping techniques.</p><p><strong>Results: </strong>AKI was reported in 211 of 735 patients (28.7%). Eight potential risk factors, including norepinephrine, the Acute Physiology and Chronic Health Evaluation II score, serum chloride, respiratory failure with invasive mechanical ventilation, nephrotoxic antimicrobial drug use, history of angiotensin-converting enzyme inhibitors/angiotensin receptor blockers use, history of liver disease, and serum creatinine were used to create the NACl RENAL-Cr score. The model demonstrated good discrimination and calibration (AUROC, 0.79; E/O, 1). The optimal cutoff was 2.5 points, with corresponding sensitivity, specificity, positive predictive value, and negative predictive value scores of 71.6%, 72.5%, 51.2%, and 86.4%, respectively.</p><p><strong>Conclusions: </strong>The NACl RENAL-Cr score, consisting of eight critical variables, was used to predict AKI in sepsis patients who received normal saline. This tool can assist healthcare professionals when deciding on sepsis treatment and AKI monitoring.</p>\",\"PeriodicalId\":44118,\"journal\":{\"name\":\"Acute and Critical Care\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2024-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11392696/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Acute and Critical Care\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4266/acc.2024.00514\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/8/30 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"CRITICAL CARE MEDICINE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Acute and Critical Care","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4266/acc.2024.00514","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/8/30 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"CRITICAL CARE MEDICINE","Score":null,"Total":0}
引用次数: 0
摘要
背景:生理盐水常用于脓毒症患者的复苏,但其氯化物含量较高,可能会增加急性肾损伤(AKI)的风险。本研究评估了使用生理盐水治疗的脓毒症患者发生 AKI 的风险因素,并制定了预测风险评分:这项回顾性队列研究利用了 2018 年 1 月至 2020 年 5 月期间接受生理盐水治疗的脓毒症患者的医疗和电子健康记录。通过多变量逻辑回归模型确定了用于构建预测风险评分的 AKI 预测因子,并使用接收者操作特征曲线下面积(AUROC)和预期与观察值(E/O)比评估了区分度和校准度。使用引导技术进行了内部验证:735名患者中有211名(28.7%)报告了AKI。八个潜在风险因素,包括去甲肾上腺素、急性生理学和慢性健康评估 II 评分、血清氯化物、有创机械通气呼吸衰竭、使用肾毒性抗菌药物、血管紧张素转换酶抑制剂/血管紧张素受体阻滞剂使用史、肝病史和血清肌酐,被用于创建 NACl RENAL-Cr 评分。该模型具有良好的区分度和校准性(AUROC,0.79;E/O,1)。最佳分界点为 2.5 分,相应的敏感性、特异性、阳性预测值和阴性预测值分别为 71.6%、72.5%、51.2% 和 86.4%:由八个关键变量组成的 NACl RENAL-Cr 评分可用于预测接受生理盐水治疗的脓毒症患者的 AKI。该工具可帮助医护人员决定脓毒症治疗和 AKI 监测。
A clinical risk score for predicting acute kidney injury in sepsis patients receiving normal saline in Northern Thailand: a retrospective cohort study.
Background: Normal saline is commonly used for resuscitation in sepsis patients but has a high chloride content, potentially increasing the risk of acute kidney injury (AKI). This study evaluated risk factors and developed a predictive risk score for AKI in sepsis patients treated with normal saline.
Methods: This retrospective cohort study utilized the medical and electronic health records of sepsis patients who received normal saline between January 2018 and May 2020. Predictors of AKI used to construct the predictive risk score were identified through multivariate logistic regression models, with discrimination and calibration assessed using the area under the receiver operating characteristic curve (AUROC) and the expected-to-observed (E/O) ratio. Internal validation was conducted using bootstrapping techniques.
Results: AKI was reported in 211 of 735 patients (28.7%). Eight potential risk factors, including norepinephrine, the Acute Physiology and Chronic Health Evaluation II score, serum chloride, respiratory failure with invasive mechanical ventilation, nephrotoxic antimicrobial drug use, history of angiotensin-converting enzyme inhibitors/angiotensin receptor blockers use, history of liver disease, and serum creatinine were used to create the NACl RENAL-Cr score. The model demonstrated good discrimination and calibration (AUROC, 0.79; E/O, 1). The optimal cutoff was 2.5 points, with corresponding sensitivity, specificity, positive predictive value, and negative predictive value scores of 71.6%, 72.5%, 51.2%, and 86.4%, respectively.
Conclusions: The NACl RENAL-Cr score, consisting of eight critical variables, was used to predict AKI in sepsis patients who received normal saline. This tool can assist healthcare professionals when deciding on sepsis treatment and AKI monitoring.