• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

重症监护病房(ICU)第5天之后的连续每日器官功能衰竭评估并不能独立提高ICU死亡风险预测的准确性。

Serial Daily Organ Failure Assessment Beyond ICU Day 5 Does Not Independently Add Precision to ICU Risk-of-Death Prediction.

作者信息

Holder Andre L, Overton Elizabeth, Lyu Peter, Kempker Jordan A, Nemati Shamim, Razmi Fereshteh, Martin Greg S, Buchman Timothy G, Murphy David J

机构信息

Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, Emory University School of Medicine, Atlanta, GA.

Graduate School of Arts and Sciences, Harvard University, Cambridge, MA.

出版信息

Crit Care Med. 2017 Dec;45(12):2014-2022. doi: 10.1097/CCM.0000000000002708.

DOI:10.1097/CCM.0000000000002708
PMID:28906286
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5693776/
Abstract

OBJECTIVES

To identify circumstances in which repeated measures of organ failure would improve mortality prediction in ICU patients.

DESIGN

Retrospective cohort study, with external validation in a deidentified ICU database.

SETTING

Eleven ICUs in three university hospitals within an academic healthcare system in 2014.

PATIENTS

Adults (18 yr old or older) who satisfied the following criteria: 1) two of four systemic inflammatory response syndrome criteria plus an ordered blood culture, all within 24 hours of hospital admission; and 2) ICU admission for at least 2 calendar days, within 72 hours of emergency department presentation.

INTERVENTION

NoneMEASUREMENTS AND MAIN RESULTS:: Data were collected until death, ICU discharge, or the seventh ICU day, whichever came first. The highest Sequential Organ Failure Assessment score from the ICU admission day (ICU day 1) was included in a multivariable model controlling for other covariates. The worst Sequential Organ Failure Assessment scores from the first 7 days after ICU admission were incrementally added and retained if they obtained statistical significance (p < 0.05). The cohort was divided into seven subcohorts to facilitate statistical comparison using the integrated discriminatory index. Of the 1,290 derivation cohort patients, 83 patients (6.4%) died in the ICU, compared with 949 of the 8,441 patients (11.2%) in the validation cohort. Incremental addition of Sequential Organ Failure Assessment data up to ICU day 5 improved the integrated discriminatory index in the validation cohort. Adding ICU day 6 or 7 Sequential Organ Failure Assessment data did not further improve model performance.

CONCLUSIONS

Serial organ failure data improve prediction of ICU mortality, but a point exists after which further data no longer improve ICU mortality prediction of early sepsis.

摘要

目的

确定重复测量器官功能衰竭的情况是否能改善对ICU患者死亡率的预测。

设计

回顾性队列研究,并在一个经过身份识别处理的ICU数据库中进行外部验证。

地点

2014年,一所学术医疗系统内三家大学医院的11个ICU。

患者

符合以下标准的成年人(18岁及以上):1)在入院24小时内满足四项全身炎症反应综合征标准中的两项,外加一次医嘱血培养;2)在急诊科就诊后72小时内入住ICU至少2个日历日。

干预措施

无

测量指标及主要结果

收集数据直至患者死亡、从ICU出院或到ICU第7天,以先到者为准。将入住ICU当天(ICU第1天)的最高序贯器官衰竭评估(SOFA)评分纳入控制其他协变量的多变量模型。逐步加入入住ICU后前7天最差的SOFA评分,如果其具有统计学意义(p<0.05)则予以保留。将队列分为七个亚组,以使用综合鉴别指数便于进行统计学比较。在1290例推导队列患者中,83例(6.4%)在ICU死亡,而在验证队列的8441例患者中有949例(11.2%)死亡。在验证队列中,逐步加入直至ICU第5天的SOFA数据可改善综合鉴别指数。加入ICU第6天或第7天的SOFA数据并未进一步改善模型性能。

结论

连续的器官衰竭数据可改善对ICU死亡率的预测,但存在一个时间点,在此之后进一步的数据不再能改善对早期脓毒症患者ICU死亡率的预测。

相似文献

1
Serial Daily Organ Failure Assessment Beyond ICU Day 5 Does Not Independently Add Precision to ICU Risk-of-Death Prediction.重症监护病房(ICU)第5天之后的连续每日器官功能衰竭评估并不能独立提高ICU死亡风险预测的准确性。
Crit Care Med. 2017 Dec;45(12):2014-2022. doi: 10.1097/CCM.0000000000002708.
2
Quick Sequential Organ Failure Assessment and Systemic Inflammatory Response Syndrome Criteria as Predictors of Critical Care Intervention Among Patients With Suspected Infection.快速序贯器官衰竭评估和全身炎症反应综合征标准作为疑似感染患者重症监护干预预测指标的研究
Crit Care Med. 2017 Nov;45(11):1813-1819. doi: 10.1097/CCM.0000000000002622.
3
Low sensitivity of qSOFA, SIRS criteria and sepsis definition to identify infected patients at risk of complication in the prehospital setting and at the emergency department triage.qSOFA、SIRS 标准和脓毒症定义对识别院前环境和急诊科分诊中感染风险患者的并发症的敏感性较低。
Scand J Trauma Resusc Emerg Med. 2017 Nov 3;25(1):108. doi: 10.1186/s13049-017-0449-y.
4
Prognostic Accuracy of the SOFA Score, SIRS Criteria, and qSOFA Score for In-Hospital Mortality Among Adults With Suspected Infection Admitted to the Intensive Care Unit.SOFA 评分、SIRS 标准和 qSOFA 评分对 ICU 收治的疑似感染成人院内死亡率的预后准确性。
JAMA. 2017 Jan 17;317(3):290-300. doi: 10.1001/jama.2016.20328.
5
Sepsis patients in the emergency department: stratification using the Clinical Impression Score, Predisposition, Infection, Response and Organ dysfunction score or quick Sequential Organ Failure Assessment score?急诊科脓毒症患者:使用临床印象评分、易感性、感染、反应和器官功能障碍评分或快速序贯器官衰竭评估评分进行分层?
Eur J Emerg Med. 2018 Oct;25(5):328-334. doi: 10.1097/MEJ.0000000000000460.
6
Individual Organ Failure and Concomitant Risk of Mortality Differs According to the Type of Admission to ICU - A Retrospective Study of SOFA Score of 23,795 Patients.根据入住重症监护病房的类型,个体器官衰竭及伴随的死亡风险有所不同——一项对23795例患者序贯器官衰竭评估(SOFA)评分的回顾性研究
PLoS One. 2015 Aug 4;10(8):e0134329. doi: 10.1371/journal.pone.0134329. eCollection 2015.
7
Comparison of qSOFA and SIRS for predicting adverse outcomes of patients with suspicion of sepsis outside the intensive care unit.qSOFA与SIRS用于预测非重症监护病房疑似脓毒症患者不良结局的比较。
Crit Care. 2017 Mar 26;21(1):73. doi: 10.1186/s13054-017-1658-5.
8
Investigating the Impact of Different Suspicion of Infection Criteria on the Accuracy of Quick Sepsis-Related Organ Failure Assessment, Systemic Inflammatory Response Syndrome, and Early Warning Scores.探讨不同感染怀疑标准对快速脓毒症相关器官功能衰竭评估、全身炎症反应综合征及预警评分准确性的影响。
Crit Care Med. 2017 Nov;45(11):1805-1812. doi: 10.1097/CCM.0000000000002648.
9
Sepsis and organ system failure are major determinants of post-intensive care unit mortality.脓毒症和器官系统功能衰竭是重症监护病房后死亡率的主要决定因素。
J Crit Care. 2008 Dec;23(4):475-83. doi: 10.1016/j.jcrc.2007.09.006. Epub 2008 Apr 10.
10
Sepsis Clinical Criteria in Emergency Department Patients Admitted to an Intensive Care Unit: An External Validation Study of Quick Sequential Organ Failure Assessment.入住重症监护病房的急诊科患者的脓毒症临床标准:快速序贯器官衰竭评估的外部验证研究
J Emerg Med. 2017 May;52(5):622-631. doi: 10.1016/j.jemermed.2016.10.012. Epub 2016 Nov 4.

引用本文的文献

1
Physician documentation matters. Using natural language processing to predict mortality in sepsis.医生的记录很重要。利用自然语言处理预测脓毒症死亡率。
Intell Based Med. 2021;5. doi: 10.1016/j.ibmed.2021.100028. Epub 2021 Mar 10.
2
Real-time estimated Sequential Organ Failure Assessment (SOFA) score with intervals: improved risk monitoring with estimated uncertainty in health condition for patients in intensive care units.带区间的实时估计序贯器官衰竭评估(SOFA)评分:改善重症监护病房患者健康状况估计不确定性的风险监测。
Health Inf Sci Syst. 2024 Dec 31;13(1):12. doi: 10.1007/s13755-024-00331-5. eCollection 2025 Dec.
3
Assessing SOFA score trajectories in sepsis using machine learning: A pragmatic approach to improve the accuracy of mortality prediction.使用机器学习评估脓毒症 SOFA 评分轨迹:提高死亡率预测准确性的实用方法。
PLoS One. 2024 Mar 28;19(3):e0300739. doi: 10.1371/journal.pone.0300739. eCollection 2024.
4
African Americans Struggle With the Current COVID-19.非裔美国人正在与当前的 COVID-19 作斗争。
Ann Surg. 2020 Sep 1;272(3):e187-e190. doi: 10.1097/SLA.0000000000004185.
5
Using the Shapes of Clinical Data Trajectories to Predict Mortality in ICUs.利用临床数据轨迹形状预测重症监护病房患者的死亡率
Crit Care Explor. 2019 Apr 17;1(4):e0010. doi: 10.1097/CCE.0000000000000010. eCollection 2019 Apr.
6
Unsupervised Clustering Analysis Based on MODS Severity Identifies Four Distinct Organ Dysfunction Patterns in Severely Injured Blunt Trauma Patients.基于多器官功能障碍综合征(MODS)严重程度的无监督聚类分析识别出重度钝性创伤患者的四种不同器官功能障碍模式。
Front Med (Lausanne). 2020 Feb 25;7:46. doi: 10.3389/fmed.2020.00046. eCollection 2020.
7
Prognostic Performance of SOFA, qSOFA, and SIRS in Kidney Transplant Recipients Suffering from Infection: A Retrospective Observational Study.SOFA、qSOFA 和 SIRS 在感染性肾移植受者中的预后性能:一项回顾性观察研究。
Adv Ther. 2020 Mar;37(3):1100-1113. doi: 10.1007/s12325-020-01225-0. Epub 2020 Jan 24.
8
Describing organ dysfunction in the intensive care unit: a cohort study of 20,000 patients.描述重症监护病房中的器官功能障碍:一项涉及 20000 名患者的队列研究。
Crit Care. 2019 May 23;23(1):186. doi: 10.1186/s13054-019-2459-9.

本文引用的文献

1
Diagnosis and prognosis of neutrophil gelatinase-associated lipocalin for acute kidney injury with sepsis: a systematic review and meta-analysis.中性粒细胞明胶酶相关脂质运载蛋白对脓毒症相关性急性肾损伤的诊断及预后价值:一项系统评价与Meta分析
Crit Care. 2016 Feb 16;20:41. doi: 10.1186/s13054-016-1212-x.
2
Plasma biomarkers for acute respiratory distress syndrome: a systematic review and meta-analysis*.用于急性呼吸窘迫综合征的血浆生物标志物:系统评价和荟萃分析*。
Crit Care Med. 2014 Mar;42(3):691-700. doi: 10.1097/01.ccm.0000435669.60811.24.
3
Dynamic data during hypotensive episode improves mortality predictions among patients with sepsis and hypotension.低血压发作期间的动态数据可改善脓毒症伴低血压患者的死亡率预测。
Crit Care Med. 2013 Apr;41(4):954-62. doi: 10.1097/CCM.0b013e3182772adb.
4
Patterns and early evolution of organ failure in the intensive care unit and their relation to outcome.重症监护病房中器官衰竭的模式与早期演变及其与预后的关系。
Crit Care. 2012 Nov 16;16(6):R222. doi: 10.1186/cc11868.
5
The Sequential Organ Failure Assessment score for predicting outcome in patients with severe sepsis and evidence of hypoperfusion at the time of emergency department presentation.序贯器官衰竭评估评分用于预测急诊科就诊时患有严重脓毒症且有低灌注证据患者的预后。
Crit Care Med. 2009 May;37(5):1649-54. doi: 10.1097/CCM.0b013e31819def97.
6
Evaluation of SOFA-based models for predicting mortality in the ICU: A systematic review.评估基于序贯器官衰竭评估(SOFA)的模型预测重症监护病房(ICU)死亡率:一项系统评价。
Crit Care. 2008;12(6):R161. doi: 10.1186/cc7160. Epub 2008 Dec 17.
7
A prospective, multicenter derivation of a biomarker panel to assess risk of organ dysfunction, shock, and death in emergency department patients with suspected sepsis.一项前瞻性、多中心研究,旨在推导一个生物标志物组合,以评估急诊科疑似脓毒症患者发生器官功能障碍、休克和死亡的风险。
Crit Care Med. 2009 Jan;37(1):96-104. doi: 10.1097/CCM.0b013e318192fd9d.
8
Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond.评估新标志物的附加预测能力:从ROC曲线下面积到重新分类及其他。
Stat Med. 2008 Jan 30;27(2):157-72; discussion 207-12. doi: 10.1002/sim.2929.
9
The association of sepsis syndrome and organ dysfunction with mortality in emergency department patients with suspected infection.急诊科疑似感染患者中脓毒症综合征及器官功能障碍与死亡率的关联。
Ann Emerg Med. 2006 Nov;48(5):583-90, 590.e1. doi: 10.1016/j.annemergmed.2006.07.007.
10
Early changes in organ function predict eventual survival in severe sepsis.器官功能的早期变化可预测严重脓毒症患者的最终生存率。
Crit Care Med. 2005 Oct;33(10):2194-201. doi: 10.1097/01.ccm.0000182798.39709.84.