Development of a Comprehensive, Integrated Patient Data Repository of US Pulmonary Arterial Hypertension (PAH) Patients to Assess the Impact of Clinical Care on Patient Outcomes

H. Farber, S. Milligan, S. Panjabi, Y. Tsang, K. Bettencourt, M. Cho
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Abstract

RATIONALE: Advances in PAH management and well-established treatment guidelines have improved the prognosis for patients. However, the extent to which guidelines are implemented in real-world practice and the relationship between guidelines and real-world patient outcomes remain in question. To assess real-world treatment and outcomes, a new type of comprehensive, integrated patient data repository (CIPDR) was created. Here, we describe the process to create this repository to enable interpretation of the collected data. METHODS: The TRIO CIPDR was created with guidance from six pulmonologists who have experience in design of and/or participation in PH registries (e.g. REVEAL). The CIPDR includes data elements of demographics, disease, comorbidities, laboratory data, pulmonary function testing, functional status, PAH treatment, reasons for treatment discontinuation/switch, hospitalizations, and death, which are collected through HIPAA-secure online forms. To minimize entry errors, participating sites received form training and ongoing support, and each form contained logic to identify improbable entries. All data were deidentified prior to storage in secure, redundant servers. The site engagement, data collection forms, data storage, and data output processes were all designed to allow both retrospective and prospective data collection and for near-immediate repository expansion through addition of other PAH-treating centers. Eleven Pulmonary Hypertension Association-certified care centers initially contributed to the CIPDR though two centers were unable to continue participation due to COVID19 impact. Central IRB approval was obtained though many sites independently received approval for the repository protocol by their IRBs. To facilitate enrollment, specialty pharmacy data corresponding to each site were used to identify potential patients and pre-populate qualification forms. Each site reviewed and qualified patients who met repository criteria: age >18 years, prescribed PAH-specific medications, and confirmation of PAH diagnosis by right heart catheterization (mean Pulmonary Arterial Pressure ≥25mmHg, Pulmonary Capillary Wedge Pressure ≤15 mmHg, and Pulmonary Vascular Resistance ≥3.0 Wood Units at rest). The initial data collection included care encounters between Jan 2019 and Dec 2020 and data concerning diagnosis, onset of symptoms, procedures, and laboratory values closest to enrollment. After completion of data collection, all data were reviewed by Trio Health and adjudicated with each site. RESULTS: Of 3200 patients identified as potentially qualified, 1009 were initially enrolled and their retrospective data encompassing 4489 visits collected. Descriptive measures of the repository are presented in the TABLE. CONCLUSION: The Trio CIPDR is an important step forward to uniquely characterize the patient journey ,treatment patterns, and outcomes for patients with PAH.
美国肺动脉高压(PAH)患者综合数据库的开发,以评估临床护理对患者预后的影响
理由:PAH管理的进步和完善的治疗指南改善了患者的预后。然而,指南在现实世界实践中的实施程度以及指南与现实世界患者结果之间的关系仍然存在问题。为了评估现实世界的治疗和结果,建立了一种新型的综合患者数据存储库(CIPDR)。在这里,我们将描述创建此存储库的过程,以支持对收集的数据进行解释。方法:CIPDR三人组是在六位具有设计和/或参与PH登记(例如REVEAL)经验的肺病学家的指导下创建的。CIPDR包括人口统计、疾病、合并症、实验室数据、肺功能检测、功能状态、多环ah治疗、停止/切换治疗的原因、住院和死亡等数据元素,这些数据通过hipaa安全的在线表格收集。为了尽量减少输入错误,参与的站点接受了表单培训和持续的支持,每个表单都包含识别不可能输入的逻辑。所有数据在存储在安全的冗余服务器之前都被识别。现场参与、数据收集表格、数据存储和数据输出流程的设计都是为了允许回顾性和前瞻性数据收集,并通过添加其他多环ah处理中心来近乎即时地扩展存储库。11家经肺动脉高压协会认证的护理中心最初为CIPDR做出了贡献,但有两家中心由于受covid - 19的影响无法继续参与。获得了中央IRB批准,尽管许多站点独立地获得了其IRB对存储库协议的批准。为了方便入组,使用每个站点对应的专业药房数据来识别潜在患者并预先填充资格表格。每个站点审查并确定符合存储库标准的患者:年龄>18岁,处方PAH特异性药物,通过右心导管确认PAH诊断(平均肺动脉压≥25mmHg,肺毛细血管楔形压≤15mmhg,静息时肺血管阻力≥3.0木单位)。最初收集的数据包括2019年1月至2020年12月期间的就诊情况,以及与入组时间最接近的诊断、症状发作、程序和实验室值相关的数据。数据收集完成后,由Trio Health审查所有数据,并与每个站点进行裁决。结果:在3200名确定为潜在合格的患者中,1009名患者最初入组,他们的回顾性数据包括收集的4489次就诊。表中给出了存储库的描述性度量。结论:三人CIPDR是向前迈出的重要一步,可以独特地表征PAH患者的病程、治疗模式和结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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