How to Put Survival After Cardiothoracic Interventions in the General Population Context: A Case-Based Practical Guideline to Calculate Cumulative Matched-General-Population Survival.

IF 6.2 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Xu Wang, Maximiliaan L Notenboom, Kevin M Veen, Pepijn Grashuis, Eleni-Rosalina Andrinopoulou, Jonathan R G Etnel, Ad J J C Bogers, Mostafa M Mokhles, Johanna J M Takkenberg
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引用次数: 0

Abstract

Background: Observed patient survival after cardiothoracic interventions should ideally be placed in the context of matched-general-population survival. This study outlines several methodologies of matching general population mortality to the study sample, subsequently calculating cumulative matched-general-population survival, highlighting their respective advantages, disadvantages, and limitations.

Methods: A multicenter data set containing survival data after the Ross procedure was used for methodological illustration. General population mortality was extracted from country-specific life tables in the Human Mortality Database. The matched-general-population mortality, also known as background mortality, was obtained by matching general population mortality to the study sample using different matching strategies, iteratively considering median/individual age and median/individual calendar year, besides country and sex. The corresponding cumulative matched-general-population survival was calculated subsequently. Sensitivity analyses were performed to assess the impact of varying patient ages on survival estimates by adding and subtracting 15 years from individual patients. A web-based Shiny Application (App) was developed to easily calculate cumulative matched-general-population survival.

Results: In total, 1431 hospital survivors from the Ross procedure from 5 countries (25.7% female; median age, 48.5 [interquartile range, 42.7-54.0] years) were included. Fifteen-year survival was 88.3% (95% CI, 85.3-90.6). Cumulative matched-general-population 15-year survival varied from 87.7% to 89.8% using the 3 methods of different complexities. For 15-year-older patients, the cumulative matched-general-population 15-year survival was 67.4%, 59.8%, and 63.2%, respectively, using the simplest to the most comprehensive matching methods; for 15-year-younger patients, it was 96.9%, 96.1%, and 96.7%, respectively.

Conclusions: Different methodologies to match general population mortality to observed patient mortality yield variable estimates of cumulative matched-general-population survival, especially in older patients. The cumulative matched-general-population survival should ideally be calculated by considering country, sex, individual patient age, and calendar year (both updated annually). This method can be easily implemented using the web-based Shiny App enclosed in this article.

如何将心胸介入治疗后的存活率置于普通人群背景下:以病例为基础的计算累积匹配普通人群存活率的实用指南》。
背景:理想情况下,观察胸腔干预后患者的生存应该放在匹配的一般人群生存的背景下。本研究概述了几种将普通人群死亡率与研究样本相匹配的方法,随后计算累积匹配的普通人群生存率,并强调了各自的优点、缺点和局限性。方法:采用包含Ross手术后存活数据的多中心数据集进行方法学说明。一般人口死亡率是从人类死亡率数据库的国别生命表中提取的。匹配的一般人口死亡率,也称为背景死亡率,是通过使用不同的匹配策略将一般人口死亡率与研究样本进行匹配,迭代考虑中位数/个人年龄和中位数/个人历年,除了国家和性别。随后计算相应的累积匹配一般种群存活率。通过增加和减少个体患者15年,进行敏感性分析以评估不同患者年龄对生存估计的影响。开发了一个基于web的Shiny应用程序(App),可以轻松计算累积匹配一般种群存活率。结果:共有来自5个国家的1431例罗斯手术医院幸存者(25.7%为女性;中位年龄为48.5岁(四分位数间距42.7-54.0岁)。15年生存率为88.3% (95% CI, 85.3-90.6)。使用不同复杂程度的3种方法,累积匹配一般人群15年生存率从87.7%到89.8%不等。对于15岁以上患者,采用最简单到最全面的匹配方法,累计匹配一般人群15年生存率分别为67.4%、59.8%和63.2%;对于15岁以下的患者,分别为96.9%、96.1%和96.7%。结论:将普通人群死亡率与观察到的患者死亡率相匹配的不同方法产生了累积匹配的普通人群生存率的不同估计,特别是在老年患者中。理想情况下,应考虑国家、性别、个体患者年龄和日历年(两者每年更新一次)来计算累积匹配的一般人群生存率。这种方法可以通过本文附带的基于web的Shiny App轻松实现。
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来源期刊
Circulation-Cardiovascular Quality and Outcomes
Circulation-Cardiovascular Quality and Outcomes CARDIAC & CARDIOVASCULAR SYSTEMS-
CiteScore
8.50
自引率
2.90%
发文量
357
审稿时长
4-8 weeks
期刊介绍: Circulation: Cardiovascular Quality and Outcomes, an American Heart Association journal, publishes articles related to improving cardiovascular health and health care. Content includes original research, reviews, and case studies relevant to clinical decision-making and healthcare policy. The online-only journal is dedicated to furthering the mission of promoting safe, effective, efficient, equitable, timely, and patient-centered care. Through its articles and contributions, the journal equips you with the knowledge you need to improve clinical care and population health, and allows you to engage in scholarly activities of consequence to the health of the public. Circulation: Cardiovascular Quality and Outcomes considers the following types of articles: Original Research Articles, Data Reports, Methods Papers, Cardiovascular Perspectives, Care Innovations, Novel Statistical Methods, Policy Briefs, Data Visualizations, and Caregiver or Patient Viewpoints.
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