• 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

预测第一年正压通气疗法终止的因素:来自德国家庭护理提供商的大数据分析。

Predictors of positive airway pressure therapy termination in the first year: analysis of big data from a German homecare provider.

机构信息

Sleep and Ventilation Center Blaubeuren, Respiratory Center Ulm, Ulm, Germany.

Department of Internal Medicine II, University Hospital Regensburg, Regensburg, Germany.

出版信息

BMC Pulm Med. 2018 Dec 5;18(1):186. doi: 10.1186/s12890-018-0748-8.

DOI:10.1186/s12890-018-0748-8
PMID:30518372
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6280473/
Abstract

BACKGROUND

There is a lack of robust data about factors predicting continuation (or termination) of positive airway pressure therapy (PAP) for sleep apnea. This analysis of big data from a German homecare provider describes patients treated with PAP, analyzes the therapy termination rate over the first year, and investigates predictive factors for therapy termination.

METHODS

Data from a German homecare service provider were analyzed retrospectively. Patients who had started their first PAP therapy between September 2009 and April 2014 were eligible. Patient demographics, therapy start date, and the date of and reason for therapy termination were obtained. At 1 year, patients were classified as having compliance-related therapy termination or remaining on therapy. These groups were compared, and significant predictors of therapy termination determined.

RESULTS

Of 98,329 patients included in the analysis, 11,702 (12%) terminated PAP therapy within the first year (after mean 171 ± 91 days). There was a U-shaped relationship between therapy termination and age; therapy termination was higher in the youngest (< 30 years, 15.5%) and oldest (≥ 80 years, 19.8%) patients, and lower in those aged 50-59 years (9.9%). Therapy termination was significantly more likely in females versus males (hazard ratio 1.48, 95% confidence interval 1.42-1.54), in those with public versus private insurance (1.75, 1.64-1.86) and in patients whose first device was automatically adjusting or fixed-level continuous positive airway pressure versus bilevel or adaptive servo-ventilation (1.28, 1.2-1.38).

CONCLUSIONS

This analysis of the largest dataset investigating PAP therapy termination identified a number of predictive factors. These can help health care providers chose the most appropriate PAP modality, identify specific patient phenotypes at higher risk of stopping PAP and target interventions to support ongoing therapy to these groups, as well as allow them to develop a risk stratification tool.

摘要

背景

目前缺乏关于预测睡眠呼吸暂停患者持续(或终止)使用气道正压通气治疗(PAP)的因素的可靠数据。这项来自德国家庭护理服务提供商的大数据分析描述了接受 PAP 治疗的患者,分析了第一年的治疗终止率,并研究了治疗终止的预测因素。

方法

对德国家庭护理服务提供商的数据进行回顾性分析。符合条件的患者为 2009 年 9 月至 2014 年 4 月期间开始首次 PAP 治疗的患者。获得了患者人口统计学、治疗开始日期以及治疗开始日期和终止日期和原因。在 1 年时,将患者分为与依从性相关的治疗终止或继续治疗的患者。对这两组进行了比较,并确定了治疗终止的显著预测因素。

结果

在纳入分析的 98329 名患者中,11702 名(12%)在第一年(平均 171±91 天后)内终止了 PAP 治疗。治疗终止与年龄呈 U 型关系;年龄最小(<30 岁,15.5%)和最大(≥80 岁,19.8%)的患者,以及 50-59 岁的患者(9.9%)的治疗终止率更高。与男性相比,女性终止治疗的可能性显著更高(风险比 1.48,95%置信区间 1.42-1.54),与私人保险相比,公共保险的可能性更高(1.75,1.64-1.86),与首次使用自动调节或固定水平持续气道正压通气的设备相比,使用双水平或适应性伺服通气的设备的可能性更高(1.28,1.2-1.38)。

结论

这项针对最大数据集的 PAP 治疗终止分析确定了一些预测因素。这些因素可以帮助医疗保健提供者选择最合适的 PAP 方式,确定停止 PAP 治疗风险较高的特定患者表型,并针对这些人群进行干预以支持持续治疗,同时还可以帮助他们开发风险分层工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0933/6280473/a807fc16f57a/12890_2018_748_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0933/6280473/0a3db84741f6/12890_2018_748_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0933/6280473/e056701492eb/12890_2018_748_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0933/6280473/c9cca1a0f6d3/12890_2018_748_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0933/6280473/e371df18c637/12890_2018_748_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0933/6280473/f3d8de8ae2c3/12890_2018_748_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0933/6280473/a807fc16f57a/12890_2018_748_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0933/6280473/0a3db84741f6/12890_2018_748_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0933/6280473/e056701492eb/12890_2018_748_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0933/6280473/c9cca1a0f6d3/12890_2018_748_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0933/6280473/e371df18c637/12890_2018_748_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0933/6280473/f3d8de8ae2c3/12890_2018_748_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0933/6280473/a807fc16f57a/12890_2018_748_Fig6_HTML.jpg

相似文献

1
Predictors of positive airway pressure therapy termination in the first year: analysis of big data from a German homecare provider.预测第一年正压通气疗法终止的因素:来自德国家庭护理提供商的大数据分析。
BMC Pulm Med. 2018 Dec 5;18(1):186. doi: 10.1186/s12890-018-0748-8.
2
Effect of a patient engagement tool on positive airway pressure adherence: analysis of a German healthcare provider database.患者参与工具对正压通气治疗依从性的影响:德国医疗保健提供者数据库分析。
Sleep Med. 2018 Jan;41:20-26. doi: 10.1016/j.sleep.2017.07.026. Epub 2017 Sep 9.
3
Long-term therapy with continuous positive airway pressure in obstructive sleep apnea: adherence, side effects and predictors of withdrawal - a 'real-life' study.阻塞性睡眠呼吸暂停患者长期持续气道正压通气治疗:依从性、副作用和停药预测因素——一项“真实世界”研究。
Respiration. 2011;82(2):155-61. doi: 10.1159/000322838. Epub 2011 Mar 4.
4
Treatment adherence and outcomes in flexible vs standard continuous positive airway pressure therapy.灵活式与标准持续气道正压通气治疗的治疗依从性及治疗效果
Chest. 2005 Jun;127(6):2085-93. doi: 10.1378/chest.127.6.2085.
5
Adherence to Continuous Positive Airway Pressure therapy in Singaporean patients with Obstructive Sleep Apnea.新加坡阻塞性睡眠呼吸暂停患者对持续气道正压通气治疗的依从性
Am J Otolaryngol. 2018 Sep-Oct;39(5):501-506. doi: 10.1016/j.amjoto.2018.05.012. Epub 2018 May 26.
6
The role of severity of obstructive sleep apnea measured by apnea-hypopnea index in predicting compliance with pressure therapy, a meta-analysis.阻塞性睡眠呼吸暂停严重程度评估指标(呼吸暂停低通气指数)在预测压力治疗依从性中的作用:一项荟萃分析。
Am J Ther. 2014 Jul-Aug;21(4):260-4. doi: 10.1097/MJT.0b013e318249a09d.
7
Referral Patterns and Positive Airway Pressure Adherence upon Diagnosis of Obstructive Sleep Apnea.阻塞性睡眠呼吸暂停诊断后的转诊模式及持续气道正压通气依从性
Otolaryngol Head Neck Surg. 2015 Nov;153(5):881-7. doi: 10.1177/0194599815596169. Epub 2015 Jul 24.
8
Pediatric Positive Airway Pressure Adherence in Obstructive Sleep Apnea Enhanced by Family Member Positive Airway Pressure Usage.家庭成员使用正压通气可提高小儿阻塞性睡眠呼吸暂停患者对正压通气的依从性。
J Clin Sleep Med. 2016 Jul 15;12(7):959-63. doi: 10.5664/jcsm.5924.
9
Refill rates of accessories for positive airway pressure therapy as a surrogate measure of long-term adherence.作为长期依从性的替代指标,正压通气治疗配件的再填充率。
J Clin Sleep Med. 2012 Apr 15;8(2):169-75. doi: 10.5664/jcsm.1772.
10
Telemedicine-based proactive patient management during positive airway pressure therapy: Impact on therapy termination rate.在气道正压通气治疗期间基于远程医疗的主动患者管理:对治疗终止率的影响
Somnologie (Berl). 2017;21(2):121-127. doi: 10.1007/s11818-016-0098-9. Epub 2017 Jan 23.

引用本文的文献

1
Real-world status of continuous positive airway pressure (CPAP) persistence in patients with sleep apnea syndrome (SAS): a retrospective longitudinal study of administrative claims data in Japan.睡眠呼吸暂停综合征(SAS)患者持续气道正压通气(CPAP)治疗依从性的真实世界状况:一项基于日本行政索赔数据的回顾性纵向研究
Sleep Breath. 2025 Jul 17;29(4):245. doi: 10.1007/s11325-025-03417-w.
2
Evaluating the Benefit of Home Support Provider Services for Positive Airway Pressure Therapy in Patients With Obstructive Sleep Apnea: Protocol for an Ambispective International Real-World Study.评估家庭支持服务对阻塞性睡眠呼吸暂停患者持续气道正压通气治疗的益处:一项双视角国际真实世界研究方案
JMIR Res Protoc. 2025 Jan 31;14:e65840. doi: 10.2196/65840.
3

本文引用的文献

1
Effect of a patient engagement tool on positive airway pressure adherence: analysis of a German healthcare provider database.患者参与工具对正压通气治疗依从性的影响:德国医疗保健提供者数据库分析。
Sleep Med. 2018 Jan;41:20-26. doi: 10.1016/j.sleep.2017.07.026. Epub 2017 Sep 9.
2
Telemedicine-based proactive patient management during positive airway pressure therapy: Impact on therapy termination rate.在气道正压通气治疗期间基于远程医疗的主动患者管理:对治疗终止率的影响
Somnologie (Berl). 2017;21(2):121-127. doi: 10.1007/s11818-016-0098-9. Epub 2017 Jan 23.
3
CPAP for Prevention of Cardiovascular Events in Obstructive Sleep Apnea.
[Respiratory Disease in the Era of Big Data].
[大数据时代的呼吸系统疾病]
Open Respir Arch. 2020 Oct-Dec;2(4):284-288. doi: 10.1016/j.opresp.2020.07.003. Epub 2020 Sep 10.
4
Positive airway pressure telehealth models and long-term therapy termination: a healthcare database analysis.正压通气远程医疗模式与长期治疗终止:一项医疗保健数据库分析
ERJ Open Res. 2024 Feb 26;10(1). doi: 10.1183/23120541.00424-2023. eCollection 2024 Jan.
5
Performance of Claims-Based Algorithms for Adherence to Positive Airway Pressure Therapy in Commercially Insured Patients With OSA.基于索赔的算法在商业保险的 OSA 患者中对持续气道正压治疗依从性的表现。
Chest. 2024 May;165(5):1228-1238. doi: 10.1016/j.chest.2024.01.020. Epub 2024 Jan 10.
6
CPAP resumption after a first termination and impact on all-cause mortality in France.CPAP 治疗暂停后首次停药及其对法国全因死亡率的影响。
Eur Respir J. 2024 Feb 1;63(2). doi: 10.1183/13993003.01171-2023. Print 2024 Feb.
7
Relationship between Self-reported Sleepiness and Positive Airway Pressure Treatment Adherence in Obstructive Sleep Apnea.阻塞性睡眠呼吸暂停患者自述嗜睡与正压通气治疗依从性的关系。
Ann Am Thorac Soc. 2023 Aug;20(8):1201-1209. doi: 10.1513/AnnalsATS.202206-482OC.
8
Telehealth Technology Application in Enhancing Continuous Positive Airway Pressure Adherence in Obstructive Sleep Apnea Patients: A Review of Current Evidence.远程医疗技术在提高阻塞性睡眠呼吸暂停患者持续气道正压通气依从性中的应用:当前证据综述
Front Med (Lausanne). 2022 May 3;9:877765. doi: 10.3389/fmed.2022.877765. eCollection 2022.
9
Relationship Between CPAP Termination and All-Cause Mortality: A French Nationwide Database Analysis.CPAP 终止与全因死亡率的关系:法国全国数据库分析。
Chest. 2022 Jun;161(6):1657-1665. doi: 10.1016/j.chest.2022.02.013. Epub 2022 Feb 15.
10
Positive Airway Pressure Usage in Youth with Obstructive Sleep Apnea Following Transition to Adult Health Care.青少年阻塞性睡眠呼吸暂停患者转诊至成人医疗保健后持续使用气道正压通气治疗的情况
Nat Sci Sleep. 2022 Feb 2;14:153-163. doi: 10.2147/NSS.S345143. eCollection 2022.
持续气道正压通气治疗阻塞性睡眠呼吸暂停对心血管事件的预防作用。
N Engl J Med. 2016 Sep 8;375(10):919-31. doi: 10.1056/NEJMoa1606599. Epub 2016 Aug 28.
4
Deriving information from external Big Databases and Big Data analytics: all that glitters is not gold.从外部大数据数据库和大数据分析中获取信息:闪光的未必都是金子。
Eur Respir J. 2016 Apr;47(4):1047-9. doi: 10.1183/13993003.00060-2016.
5
Long-term adherence to continuous positive airway pressure therapy in non-sleepy sleep apnea patients.非嗜睡性睡眠呼吸暂停患者长期坚持持续气道正压通气治疗。
Sleep Med. 2016 Jan;17:1-6. doi: 10.1016/j.sleep.2015.07.038. Epub 2015 Oct 20.
6
Impact of Randomization, Clinic Visits, and Medical and Psychiatric Cormorbidities on Continuous Positive Airway Pressure Adherence in Obstructive Sleep Apnea.随机分组、门诊就诊以及医学和精神共病对阻塞性睡眠呼吸暂停患者持续气道正压通气依从性的影响
J Clin Sleep Med. 2016 Mar;12(3):333-41. doi: 10.5664/jcsm.5578.
7
Role of sleep apnea and continuous positive airway pressure therapy in the incidence of stroke or coronary heart disease in women.睡眠呼吸暂停及持续气道正压通气治疗在女性中卒中和冠心病发病中的作用。
Am J Respir Crit Care Med. 2014 Jun 15;189(12):1544-50. doi: 10.1164/rccm.201311-2012OC.
8
Baseline predictors of adherence to positive airway pressure therapy for sleep apnea: a 10-year single-center observational cohort study.睡眠呼吸暂停患者持续气道正压通气治疗依从性的基线预测因素:一项为期10年的单中心观察性队列研究。
Respiration. 2014;87(2):121-8. doi: 10.1159/000354186. Epub 2013 Nov 5.
9
The effect of continuous positive airway pressure treatment on blood pressure: a systematic review and meta-analysis of randomized controlled trials.持续气道正压通气治疗对血压的影响:一项随机对照试验的系统评价和荟萃分析。
J Clin Sleep Med. 2012 Oct 15;8(5):587-96. doi: 10.5664/jcsm.2170.
10
Cardiovascular mortality in obstructive sleep apnea in the elderly: role of long-term continuous positive airway pressure treatment: a prospective observational study.老年阻塞性睡眠呼吸暂停患者的心血管死亡率:长期持续气道正压通气治疗的作用:一项前瞻性观察研究。
Am J Respir Crit Care Med. 2012 Nov 1;186(9):909-16. doi: 10.1164/rccm.201203-0448OC. Epub 2012 Sep 13.