• 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

一种简单的方法用于处理由于死亡而导致结局被截断时的主要层效应。

A simple method for principal strata effects when the outcome has been truncated due to death.

机构信息

Department of Environmental Medicine and Behavioral Science, Kinki University School of Medicine, 377-2 Ohno-higashi, Osakasayama, Osaka, Japan.

出版信息

Am J Epidemiol. 2011 Apr 1;173(7):745-51. doi: 10.1093/aje/kwq418. Epub 2011 Feb 25.

DOI:10.1093/aje/kwq418
PMID:21354986
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3070493/
Abstract

In randomized trials with follow-up, outcomes such as quality of life may be undefined for individuals who die before the follow-up is complete. In such settings, restricting analysis to those who survive can give rise to biased outcome comparisons. An alternative approach is to consider the "principal strata effect" or "survivor average causal effect" (SACE), defined as the effect of treatment on the outcome among the subpopulation that would have survived under either treatment arm. The authors describe a very simple technique that can be used to assess the SACE. They give both a sensitivity analysis technique and conditions under which a crude comparison provides a conservative estimate of the SACE. The method is illustrated using data from the ARDSnet (Acute Respiratory Distress Syndrome Network) clinical trial comparing low-volume ventilation and traditional ventilation methods for individuals with acute respiratory distress syndrome.

摘要

在随访的随机试验中,对于在随访完成前死亡的个体,生活质量等结局可能无法定义。在这种情况下,将分析仅限于存活者可能会导致有偏的结局比较。另一种方法是考虑“主要层效果”或“存活者平均因果效应”(SACE),定义为治疗对两种治疗组中任何一组均存活的亚人群的结局的影响。作者描述了一种非常简单的技术,可用于评估 SACE。他们给出了一种敏感性分析技术和在何种条件下,粗略比较可提供 SACE 的保守估计。该方法使用来自 ARDSnet(急性呼吸窘迫综合征网络)临床试验的数据进行了说明,该试验比较了急性呼吸窘迫综合征患者的低容量通气和传统通气方法。

相似文献

1
A simple method for principal strata effects when the outcome has been truncated due to death.一种简单的方法用于处理由于死亡而导致结局被截断时的主要层效应。
Am J Epidemiol. 2011 Apr 1;173(7):745-51. doi: 10.1093/aje/kwq418. Epub 2011 Feb 25.
2
An estimator for treatment comparisons among survivors in randomized trials.随机试验中幸存者治疗比较的一个估计量。
Biometrics. 2005 Mar;61(1):305-10. doi: 10.1111/j.0006-341X.2005.030227.x.
3
The balanced survivor average causal effect.平衡幸存者平均因果效应。
Int J Biostat. 2013 May 7;9(2):291-306. doi: 10.1515/ijb-2012-0013.
4
Mechanical ventilation: lessons from the ARDSNet trial.机械通气:急性呼吸窘迫综合征网络试验的经验教训
Respir Res. 2000;1(2):73-7. doi: 10.1186/rr15. Epub 2000 Aug 31.
5
Prone position for acute respiratory failure in adults.成人急性呼吸衰竭的俯卧位
Cochrane Database Syst Rev. 2015 Nov 13;2015(11):CD008095. doi: 10.1002/14651858.CD008095.pub2.
6
A Bayesian Approach for Estimating the Survivor Average Causal Effect When Outcomes Are Truncated by Death in Cluster-Randomized Trials.一种贝叶斯方法,用于估计在整群随机试验中因死亡而截断结局时的生存平均因果效应。
Am J Epidemiol. 2023 Jun 2;192(6):1006-1015. doi: 10.1093/aje/kwad038.
7
A mixed model approach to estimate the survivor average causal effect in cluster-randomized trials.混合模型方法估计群组随机临床试验中的幸存者平均因果效应。
Stat Med. 2024 Jan 15;43(1):16-33. doi: 10.1002/sim.9939. Epub 2023 Nov 20.
8
Ventilation with lower tidal volumes as compared with traditional tidal volumes for acute lung injury and the acute respiratory distress syndrome.与传统潮气量相比,采用较低潮气量对急性肺损伤和急性呼吸窘迫综合征进行通气治疗。
N Engl J Med. 2000 May 4;342(18):1301-8. doi: 10.1056/NEJM200005043421801.
9
A comparison of methods to estimate the survivor average causal effect in the presence of missing data: a simulation study.存在缺失数据时估计幸存者平均因果效应的方法比较:一项模拟研究。
BMC Med Res Methodol. 2019 Dec 3;19(1):223. doi: 10.1186/s12874-019-0874-x.
10
Adaptive support ventilation for complete ventilatory support in acute respiratory distress syndrome: a pilot, randomized controlled trial.适应性支持通气在急性呼吸窘迫综合征中的完全通气支持:一项先导、随机对照试验。
Respirology. 2013 Oct;18(7):1108-15. doi: 10.1111/resp.12126.

引用本文的文献

1
Implementation and evaluation of a navigation program for people with cancer in old age and their family caregivers: study protocol for the EU NAVIGATE International Pragmatic Randomized Controlled Trial.老年癌症患者及其家庭照护者导航方案的实施和评估:EU NAVIGATE 国际实用随机对照试验研究方案。
Trials. 2024 Nov 27;25(1):800. doi: 10.1186/s13063-024-08633-5.
2
The impact of scaling and root planning combined with mouthwash during pregnancy on preterm birth and low birth weight: a systematic review and meta-analysis.怀孕期间牙周洁治和根面平整联合使用漱口液对早产和低出生体重的影响:系统评价和荟萃分析。
BMC Pregnancy Childbirth. 2024 Nov 6;24(1):726. doi: 10.1186/s12884-024-06905-1.
3
Causal Inference Over a Subpopulation: The Effect of Malaria Vaccine in Women During Pregnancy.亚人群的因果推断:孕期接种疟疾疫苗对女性的影响。
Stat Med. 2024 Nov 30;43(27):5193-5202. doi: 10.1002/sim.10228. Epub 2024 Oct 7.
4
A BAYESIAN MACHINE LEARNING APPROACH FOR ESTIMATING HETEROGENEOUS SURVIVOR CAUSAL EFFECTS: APPLICATIONS TO A CRITICAL CARE TRIAL.一种用于估计异质幸存者因果效应的贝叶斯机器学习方法:在重症监护试验中的应用
Ann Appl Stat. 2024 Mar;18(1):350-374. doi: 10.1214/23-aoas1792. Epub 2024 Jan 31.
5
The survival-incorporated median vs the median in the survivors or in the always-survivors: What are we measuring? and Why?生存纳入中位数与幸存者中位数或始终幸存者中位数:我们在测量什么?为什么?
Stat Med. 2023 Dec 20;42(29):5479-5490. doi: 10.1002/sim.9922. Epub 2023 Oct 12.
6
Multilevel Resilience and HIV Virologic Suppression Among African American/Black Adults in the Southeastern United States.美国东南部非洲裔/黑人成年人的多层次韧性和 HIV 病毒抑制
J Racial Ethn Health Disparities. 2024 Feb;11(1):313-325. doi: 10.1007/s40615-023-01520-w. Epub 2023 Apr 12.
7
A Bayesian Approach for Estimating the Survivor Average Causal Effect When Outcomes Are Truncated by Death in Cluster-Randomized Trials.一种贝叶斯方法,用于估计在整群随机试验中因死亡而截断结局时的生存平均因果效应。
Am J Epidemiol. 2023 Jun 2;192(6):1006-1015. doi: 10.1093/aje/kwad038.
8
Association of Chlorhexidine Use and Scaling and Root Planing With Birth Outcomes in Pregnant Individuals With Periodontitis: A Systematic Review and Meta-analysis.牙周炎孕妇使用洗必泰及牙周刮治和根面平整与母婴结局的相关性:系统评价和荟萃分析。
JAMA Netw Open. 2022 Dec 1;5(12):e2247632. doi: 10.1001/jamanetworkopen.2022.47632.
9
Social support, psychosocial risks, and cardiovascular health: Using harmonized data from the Jackson Heart Study, Mediators of Atherosclerosis in South Asians Living in America Study, and Multi-Ethnic Study of Atherosclerosis.社会支持、心理社会风险与心血管健康:利用来自杰克逊心脏研究、美国南亚人动脉粥样硬化中介因素研究以及动脉粥样硬化多民族研究的统一数据。
SSM Popul Health. 2022 Nov 4;20:101284. doi: 10.1016/j.ssmph.2022.101284. eCollection 2022 Dec.
10
Examining relationships between perceived neighborhood social cohesion and ideal cardiovascular health and whether psychosocial stressors modify observed relationships among JHS, MESA, and MASALA participants.探讨感知到的邻里社会凝聚力与理想心血管健康之间的关系,以及心理社会压力因素是否会改变 JHS、MESA 和 MASALA 参与者之间观察到的关系。
BMC Public Health. 2022 Oct 11;22(1):1890. doi: 10.1186/s12889-022-14270-x.

本文引用的文献

1
Bias formulas for sensitivity analysis for direct and indirect effects.用于直接和间接效应敏感性分析的偏差公式。
Epidemiology. 2010 Jul;21(4):540-51. doi: 10.1097/EDE.0b013e3181df191c.
2
Semiparametric estimation of treatment effects given base-line covariates on an outcome measured after a post-randomization event occurs.在随机化后事件发生后测量的结果上,给定基线协变量的治疗效果的半参数估计。
J R Stat Soc Series B Stat Methodol. 2007 Nov 1;69(5):879-901. doi: 10.1111/j.1467-9868.2007.00615.x.
3
Mediation analysis with principal stratification.采用主分层法的中介分析。
Stat Med. 2009 Mar 30;28(7):1108-30. doi: 10.1002/sim.3533.
4
Sensitivity Analyses Comparing Time-to-Event Outcomes Existing Only in a Subset Selected Postrandomization.比较仅在随机分组后选择的亚组中存在的事件发生时间结局的敏感性分析。
J Am Stat Assoc. 2007 Jun;102(478):573-82. doi: 10.1198/016214507000000130.
5
Causal Vaccine Effects on Binary Postinfection Outcomes.因果性疫苗对感染后二元结局的影响。
J Am Stat Assoc. 2006 Mar;101(473):51-64. doi: 10.1198/016214505000000970.
6
Sensitivity analysis for principal stratum direct effects, with an application to a study of physical activity and coronary heart disease.主要层直接效应的敏感性分析及其在体力活动与冠心病研究中的应用。
Biometrics. 2009 Jun;65(2):514-20. doi: 10.1111/j.1541-0420.2008.01108.x.
7
Principal stratification designs to estimate input data missing due to death.用于估计因死亡导致输入数据缺失的主要分层设计。
Biometrics. 2007 Sep;63(3):641-9; discussion 650-62. doi: 10.1111/j.1541-0420.2007.00847_1.x.
8
Application of the principal stratification approach to the Faenza randomized experiment on breast self-examination.主要分层方法在法恩扎乳房自我检查随机试验中的应用。
Biometrics. 2007 Jun;63(2):437-46. doi: 10.1111/j.1541-0420.2006.00684.x.
9
Causal inference for non-mortality outcomes in the presence of death.在存在死亡情况时对非死亡结局进行因果推断。
Biostatistics. 2007 Jul;8(3):526-45. doi: 10.1093/biostatistics/kxl027. Epub 2006 Sep 15.
10
Sensitivity analyses comparing outcomes only existing in a subset selected post-randomization, conditional on covariates, with application to HIV vaccine trials.敏感性分析,以协变量为条件,比较随机分组后仅在选定子集中存在的结果,并应用于HIV疫苗试验。
Biometrics. 2006 Jun;62(2):332-42. doi: 10.1111/j.1541-0420.2005.00495.x.