[探索败血症患者脉搏氧饱和度的最佳范围:基于 MIMIC- IV 数据的回顾性研究]。

Yuanwen Ye, Feifei Li, Baohua Yang, Liangen Lin, Linglong Chen
{"title":"[探索败血症患者脉搏氧饱和度的最佳范围:基于 MIMIC- IV 数据的回顾性研究]。","authors":"Yuanwen Ye, Feifei Li, Baohua Yang, Liangen Lin, Linglong Chen","doi":"10.3760/cma.j.cn121430-20231019-00885","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>To explore the optimal pulse oxygen saturation (SpO<sub>2</sub>) range during hospitalization for patients with sepsis.</p><p><strong>Methods: </strong>A case-control study design was employed. Demographic information, vital signs, comorbidities, laboratory parameters, critical illness scores, clinical treatment information, and clinical outcomes of sepsis patients were extracted from the Medical Information Mart for Intensive Care- IV (MIMIC- IV). A generalized additive model (GAM) combined with a Loess smoothing function was employed to analyze and visualize the nonlinear relationship between SpO<sub>2</sub> levels during hospitalization and in-hospital all-cause mortality. The optimal range of SpO<sub>2</sub> was determined, and Logistic regression model along with Kaplan-Meier curve were utilized to validate the association between the determined range of SpO<sub>2</sub> and in-hospital all-cause mortality.</p><p><strong>Results: </strong>A total of 5 937 patients met the inclusion criteria, among whom 1 191 (20.1%) died during hospitalization. GAM analysis revealed a nonlinear and U-shaped relationship between SpO<sub>2</sub> levels and in-hospital all-cause mortality among sepsis patients during hospitalization. Multivariable Logistic regression analysis further confirmed that patients with SpO<sub>2</sub> levels between 0.96 and 0.98 during hospitalization had a decreased mortality compared to those with SpO<sub>2</sub> < 0.96 [hypoxia group; odds ratio (OR) = 2.659, 95% confidence interval (95%CI) was 2.190-3.229, P < 0.001] and SpO<sub>2</sub> > 0.98 (hyperoxia group; OR = 1.594, 95%CI was 1.337-1.900, P < 0.001). Kaplan-Meier survival curve showed that patients with SpO<sub>2</sub> between 0.96 and 0.98 during hospitalization had a higher probability of survival than those patient with SpO<sub>2</sub> < 0.96 and SpO<sub>2</sub> > 0.98 (Log-Rank test: χ <sup>2</sup> = 113.400, P < 0.001). Sensitivity analyses demonstrated that, with the exception of subgroups with smaller sample sizes, across the strata of age, gender, body mass index (BMI), admission type, race, heart rate, systolic blood pressure, diastolic blood pressure, mean arterial pressure, respiratory rate, body temperature, myocardial infarction, congestive heart failure, cerebrovascular disease, chronic liver disease, diabetes mellitus, sequential organ failure assessment (SOFA), simplified acute physiology score II (SAPS II), systemic inflammatory response syndrome score (SIRS), and Glasgow coma score (GCS), the mortality of patients with SpO<sub>2</sub> between 0.96 and 0.98 was significantly lower than those of patients with SpO<sub>2</sub> < 0.96 and SpO<sub>2</sub> > 0.98.</p><p><strong>Conclusions: </strong>During hospitalization, the level of SpO<sub>2</sub> among sepsis patients exhibits a U-shaped relationship with in-hospital all-cause mortality, indicating that heightened and diminished oxygen levels are both associated with increased mortality risk. The optimal SpO<sub>2</sub> range is determined to be between 0.96 and 0.98.</p>","PeriodicalId":24079,"journal":{"name":"Zhonghua wei zhong bing ji jiu yi xue","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"[Exploring the optimal range of pulse oxygen saturation in patients with sepsis: a retrospective study based on MIMIC- IV data].\",\"authors\":\"Yuanwen Ye, Feifei Li, Baohua Yang, Liangen Lin, Linglong Chen\",\"doi\":\"10.3760/cma.j.cn121430-20231019-00885\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>To explore the optimal pulse oxygen saturation (SpO<sub>2</sub>) range during hospitalization for patients with sepsis.</p><p><strong>Methods: </strong>A case-control study design was employed. Demographic information, vital signs, comorbidities, laboratory parameters, critical illness scores, clinical treatment information, and clinical outcomes of sepsis patients were extracted from the Medical Information Mart for Intensive Care- IV (MIMIC- IV). A generalized additive model (GAM) combined with a Loess smoothing function was employed to analyze and visualize the nonlinear relationship between SpO<sub>2</sub> levels during hospitalization and in-hospital all-cause mortality. The optimal range of SpO<sub>2</sub> was determined, and Logistic regression model along with Kaplan-Meier curve were utilized to validate the association between the determined range of SpO<sub>2</sub> and in-hospital all-cause mortality.</p><p><strong>Results: </strong>A total of 5 937 patients met the inclusion criteria, among whom 1 191 (20.1%) died during hospitalization. GAM analysis revealed a nonlinear and U-shaped relationship between SpO<sub>2</sub> levels and in-hospital all-cause mortality among sepsis patients during hospitalization. Multivariable Logistic regression analysis further confirmed that patients with SpO<sub>2</sub> levels between 0.96 and 0.98 during hospitalization had a decreased mortality compared to those with SpO<sub>2</sub> < 0.96 [hypoxia group; odds ratio (OR) = 2.659, 95% confidence interval (95%CI) was 2.190-3.229, P < 0.001] and SpO<sub>2</sub> > 0.98 (hyperoxia group; OR = 1.594, 95%CI was 1.337-1.900, P < 0.001). Kaplan-Meier survival curve showed that patients with SpO<sub>2</sub> between 0.96 and 0.98 during hospitalization had a higher probability of survival than those patient with SpO<sub>2</sub> < 0.96 and SpO<sub>2</sub> > 0.98 (Log-Rank test: χ <sup>2</sup> = 113.400, P < 0.001). Sensitivity analyses demonstrated that, with the exception of subgroups with smaller sample sizes, across the strata of age, gender, body mass index (BMI), admission type, race, heart rate, systolic blood pressure, diastolic blood pressure, mean arterial pressure, respiratory rate, body temperature, myocardial infarction, congestive heart failure, cerebrovascular disease, chronic liver disease, diabetes mellitus, sequential organ failure assessment (SOFA), simplified acute physiology score II (SAPS II), systemic inflammatory response syndrome score (SIRS), and Glasgow coma score (GCS), the mortality of patients with SpO<sub>2</sub> between 0.96 and 0.98 was significantly lower than those of patients with SpO<sub>2</sub> < 0.96 and SpO<sub>2</sub> > 0.98.</p><p><strong>Conclusions: </strong>During hospitalization, the level of SpO<sub>2</sub> among sepsis patients exhibits a U-shaped relationship with in-hospital all-cause mortality, indicating that heightened and diminished oxygen levels are both associated with increased mortality risk. The optimal SpO<sub>2</sub> range is determined to be between 0.96 and 0.98.</p>\",\"PeriodicalId\":24079,\"journal\":{\"name\":\"Zhonghua wei zhong bing ji jiu yi xue\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Zhonghua wei zhong bing ji jiu yi xue\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3760/cma.j.cn121430-20231019-00885\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Zhonghua wei zhong bing ji jiu yi xue","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3760/cma.j.cn121430-20231019-00885","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0

摘要

目的:探讨败血症患者住院期间的最佳脉搏氧饱和度(SpO2)范围:探讨败血症患者住院期间的最佳脉搏氧饱和度(SpO2)范围:采用病例对照研究设计。从重症监护医学信息市场-IV(MIMIC- IV)中提取脓毒症患者的人口统计学信息、生命体征、合并症、实验室参数、危重病评分、临床治疗信息和临床结果。采用广义加法模型(GAM)结合卢斯平滑函数分析住院期间SpO2水平与院内全因死亡率之间的非线性关系,并将其可视化。确定了 SpO2 的最佳范围,并利用 Logistic 回归模型和 Kaplan-Meier 曲线验证了确定的 SpO2 范围与住院全因死亡率之间的关系:共有 5 937 名患者符合纳入标准,其中 1 191 人(20.1%)在住院期间死亡。GAM分析显示,SpO2水平与脓毒症患者住院期间的院内全因死亡率之间存在非线性U型关系。多变量逻辑回归分析进一步证实,住院期间SpO2水平在0.96和0.98之间的患者死亡率低于SpO2<0.96(低氧组;比值比(OR)=2.659,95%置信区间(95%CI)为2.190-3.229,P<0.001)和SpO2>0.98(高氧组;OR=1.594,95%CI为1.337-1.900,P<0.001)的患者。Kaplan-Meier 生存曲线显示,住院期间 SpO2 在 0.96 和 0.98 之间的患者的生存概率高于 SpO2 < 0.96 和 SpO2 > 0.98 的患者(Log-Rank 检验:χ 2 = 113.400,P < 0.001)。敏感性分析表明,除样本量较小的亚组外,在年龄、性别、体重指数 (BMI)、入院类型、种族、心率、收缩压、舒张压、平均动脉压、呼吸频率、体温、心肌梗死、充血性心力衰竭、脑卒中、心肌梗死、心肌梗死、心肌梗死、心肌梗死、心肌梗死、心肌梗死、心肌梗死、心肌梗死、心肌梗死、心肌梗死、心肌梗死、心肌梗死根据SpO2介于0.96和0.98之间的患者的死亡率显著低于SpO2介于0.96和0.98之间的患者。SpO2在0.96和0.98之间的患者死亡率明显低于SpO2<0.96和SpO2>0.98的患者:结论:在住院期间,脓毒症患者的 SpO2 水平与院内全因死亡率呈 "U "型关系,表明血氧水平升高和降低都与死亡风险增加有关。最佳的 SpO2 范围被确定为 0.96 至 0.98。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
[Exploring the optimal range of pulse oxygen saturation in patients with sepsis: a retrospective study based on MIMIC- IV data].

Objective: To explore the optimal pulse oxygen saturation (SpO2) range during hospitalization for patients with sepsis.

Methods: A case-control study design was employed. Demographic information, vital signs, comorbidities, laboratory parameters, critical illness scores, clinical treatment information, and clinical outcomes of sepsis patients were extracted from the Medical Information Mart for Intensive Care- IV (MIMIC- IV). A generalized additive model (GAM) combined with a Loess smoothing function was employed to analyze and visualize the nonlinear relationship between SpO2 levels during hospitalization and in-hospital all-cause mortality. The optimal range of SpO2 was determined, and Logistic regression model along with Kaplan-Meier curve were utilized to validate the association between the determined range of SpO2 and in-hospital all-cause mortality.

Results: A total of 5 937 patients met the inclusion criteria, among whom 1 191 (20.1%) died during hospitalization. GAM analysis revealed a nonlinear and U-shaped relationship between SpO2 levels and in-hospital all-cause mortality among sepsis patients during hospitalization. Multivariable Logistic regression analysis further confirmed that patients with SpO2 levels between 0.96 and 0.98 during hospitalization had a decreased mortality compared to those with SpO2 < 0.96 [hypoxia group; odds ratio (OR) = 2.659, 95% confidence interval (95%CI) was 2.190-3.229, P < 0.001] and SpO2 > 0.98 (hyperoxia group; OR = 1.594, 95%CI was 1.337-1.900, P < 0.001). Kaplan-Meier survival curve showed that patients with SpO2 between 0.96 and 0.98 during hospitalization had a higher probability of survival than those patient with SpO2 < 0.96 and SpO2 > 0.98 (Log-Rank test: χ 2 = 113.400, P < 0.001). Sensitivity analyses demonstrated that, with the exception of subgroups with smaller sample sizes, across the strata of age, gender, body mass index (BMI), admission type, race, heart rate, systolic blood pressure, diastolic blood pressure, mean arterial pressure, respiratory rate, body temperature, myocardial infarction, congestive heart failure, cerebrovascular disease, chronic liver disease, diabetes mellitus, sequential organ failure assessment (SOFA), simplified acute physiology score II (SAPS II), systemic inflammatory response syndrome score (SIRS), and Glasgow coma score (GCS), the mortality of patients with SpO2 between 0.96 and 0.98 was significantly lower than those of patients with SpO2 < 0.96 and SpO2 > 0.98.

Conclusions: During hospitalization, the level of SpO2 among sepsis patients exhibits a U-shaped relationship with in-hospital all-cause mortality, indicating that heightened and diminished oxygen levels are both associated with increased mortality risk. The optimal SpO2 range is determined to be between 0.96 and 0.98.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Zhonghua wei zhong bing ji jiu yi xue
Zhonghua wei zhong bing ji jiu yi xue Medicine-Critical Care and Intensive Care Medicine
CiteScore
1.00
自引率
0.00%
发文量
42
期刊最新文献
[Biological role and related mechanism of autophagy in acute lung injury of hemorrhagic shock mice]. [Causal association between immune cells and sepsis: a based on Mendelian randomization method study]. [Construction and validation of a risk nomogram for sepsis-associated acute kidney injury in intensive care unit]. [Construction of risk factor assessment table for hyperoxemia in patients after cardiopulmonary bypass heart surgery]. [Design and application of a head support frame for prone position ventilation].
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1