Sleep Testing and Mortality in a Propensity-matched Cohort of Patients with Chronic Obstructive Pulmonary Disease

医学 倾向得分匹配 慢性阻塞性肺病 混淆 内科学 队列 队列研究
作者
Lucas M. Donovan,T. Hee Wai,Laura J Spece,Kevin Duan,Matthew Griffith,Aristotle Leonhard,Robert Plumley,Sophia A. Hayes,Fernando Picazo,Kristina Crothers,Vishesh K. Kapur,Brian Palen,David H. Au,Laura C. Feemster
出处
期刊:Annals of the American Thoracic Society [American Thoracic Society]
标识
DOI:10.1513/annalsats.202303-275oc
摘要

Many advocate the application of propensity matching methods to 'real world' data to answer key questions around Obstructive Sleep Apnea (OSA) management. One such question is whether identifying undiagnosed OSA impacts mortality in high-risk populations like Chronic Obstructive Pulmonary Disease (COPD).Assess the association of sleep testing with mortality among patients with COPD and high likelihood of undiagnosed OSA.We identified patients with COPD and high likelihood of undiagnosed OSA. We then distinguished those receiving sleep testing within 90 days of index COPD encounters. We calculated propensity scores for testing based on 37 variables and compared long-term mortality in matched groups. In sensitivity analyses, we compared mortality using inverse propensity weighting and instrumental variable (IV) methods. We also compared incidence of non-fatal events including adverse outcomes (hospitalizations and COPD exacerbations) and routine services that are regularly indicated in COPD (influenza vaccination and pulmonary function testing). We compared the incidence of each non-fatal event as a composite outcome with death and separately compared the marginal probability of each non-fatal event independently with death as a competing risk.Among 135,958 patients, 1,957 (1.4%) received sleep testing. We propensity matched all patients with sleep testing to an equal number without testing, achieving excellent balance on observed confounders with standardized differences <0.10. We observed lower mortality risk among patients with sleep testing (IRR 0.88, 95%CI, 0.79-0.99) and similar results using inverse propensity weighting and IV methods. Contrary to mortality, we found that sleep testing was associated with similar or greater risks for non-fatal adverse events including inpatient COPD exacerbations (SHR 1.29, 95%CI 1.02-1.62) and routine services like influenza vaccination (SHR 1.26, 95% CI 1.17-1.36).Our disparate findings can be interpreted in multiple ways. Sleep testing may indeed cause both reduced mortality and greater incidence of non-fatal adverse outcomes and routine services. However, it is also possible that our findings stem from residual confounding by patients' likelihood of accessing care. Given the limitations of propensity-based analyses, we cannot confidently distinguish these two possibilities. This uncertainty highlights the limitations of using propensity-based analyses to guide patient care and policy decisions.

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
kol完成签到,获得积分10
刚刚
1秒前
韶雅山完成签到,获得积分20
1秒前
长情钧发布了新的文献求助10
1秒前
甜甜棒棒糖完成签到,获得积分10
1秒前
AURORA丶完成签到 ,获得积分10
1秒前
悦耳代亦完成签到 ,获得积分0
2秒前
谨慎的访云完成签到,获得积分10
2秒前
sys发布了新的文献求助10
2秒前
wlj完成签到 ,获得积分10
3秒前
cgh完成签到,获得积分10
4秒前
5秒前
任品贤完成签到,获得积分10
5秒前
小林子完成签到,获得积分10
5秒前
5秒前
GERRARD完成签到,获得积分10
6秒前
6秒前
格拉希尔完成签到,获得积分10
6秒前
温如军完成签到 ,获得积分10
7秒前
会飞的鱼完成签到 ,获得积分10
8秒前
清新的含羞草完成签到,获得积分10
8秒前
8秒前
任品贤发布了新的文献求助10
8秒前
坚强的广山完成签到,获得积分0
8秒前
Cassiel完成签到,获得积分10
8秒前
周冯雪完成签到 ,获得积分10
9秒前
完美世界应助boom采纳,获得10
9秒前
9秒前
fff完成签到 ,获得积分10
9秒前
nine2652发布了新的文献求助10
9秒前
谣谣发布了新的文献求助10
10秒前
Jeremy完成签到 ,获得积分10
10秒前
54完成签到,获得积分10
10秒前
开心向真发布了新的文献求助200
11秒前
11秒前
leiiiiiiii完成签到,获得积分10
12秒前
向日葵完成签到,获得积分10
12秒前
韶雅山发布了新的文献求助10
12秒前
therealwang完成签到,获得积分10
12秒前
舒适映寒完成签到,获得积分10
12秒前
高分求助中
Rechtsphilosophie 1000
Bayesian Models of Cognition:Reverse Engineering the Mind 800
Essentials of thematic analysis 700
A Dissection Guide & Atlas to the Rabbit 600
Very-high-order BVD Schemes Using β-variable THINC Method 568
Внешняя политика КНР: о сущности внешнеполитического курса современного китайского руководства 500
Revolution und Konterrevolution in China [by A. Losowsky] 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3121786
求助须知:如何正确求助?哪些是违规求助? 2772169
关于积分的说明 7711621
捐赠科研通 2427558
什么是DOI,文献DOI怎么找? 1289401
科研通“疑难数据库(出版商)”最低求助积分说明 621451
版权声明 600169