Data Integration for a Global Deep-Phenotyping Registry for Pulmonary Hypertension - Lessons Learned.

The integration of data from various healthcare centers into disease registries is pivotal for facilitating collaborative research and enhancing clinical insights. In this study, we investigate the integration process of existing registries into the PVRI GoDeep meta-registry, focusing on the complexities and challenges encountered. We detail the integration process, including data transformation, mapping updates, and feedback mechanisms. Our findings underscore the importance of standardized processes and proactive communication in addressing data quality issues, ultimately enhancing the reliability and trustworthiness of meta-registry data. Through careful harmonization of the data and transparent documentation of data processing, we pave the way for leveraging registry data to drive advancements in pulmonary hypertension research and patient care.

Phosphodiesterase 5 Inhibitor Treatment Is Associated With Improved Survival in Pulmonary Hypertension Associated With COPD in the Pulmonary Vascular Research Institute GoDeep Meta-Registry.

BACKGROUND: Patients with COPD frequently demonstrate pulmonary hypertension (PH). Severe PH in patients with COPD, identified by pulmonary vascular resistance (PVR) of > 5 Wood units (WU), is closely linked to impaired transplant-free survival. The impact of PH-targeting pharmacotherapy in this context remains unclear. RESEARCH QUESTION: Is PH-targeted therapy associated with improved transplant-free survival in patients with COPD and PH? STUDY DESIGN AND METHODS: This study included Pulmonary Vascular Research Institute GoDeep meta-registry patients with COPD and PH and available right heart catheterization at diagnosis. We investigated PH-targeted therapy prevalence and its association with transplant-free survival using diverse statistical methods, including Cox regression and subgroup analyses based on PH severity, comorbidities, and pulmonary function test results. Immortal time bias was addressed through a landmark approach. RESULTS: As of December 2023, the GoDeep meta-registry included 26,981 patients (28% in PH group 1, 13% in PH group 2, 12% in PH group 3, 10% in PH group 4, 2% in PH group 5, 26% undefined, and 9% control participants). Of these, 836 patients had a diagnosis of COPD with PH and were included in this analysis, with median age of 66 years (59-73 years), FEV1 of 51% predicted (34%-69% predicted), mPAP of 35 mm Hg (28-44 mm Hg), PVR of 5 WU (4-8 WU), cardiac index of 2.5 L/min/m2 (2.0-2.9 L/min/m2), and mostly World Health Organization functional class III were included. Five-year transplant-free survival was 42%, significantly worse than in group 1 PH. A multivariable Cox proportional hazards model identified PVR, but not FEV1, as a major predictor of outcome. Four hundred eighteen patients (50%) received phosphodiesterase 5 inhibitor (PDE5i) therapy, which was associated with significantly reduced mortality: hazard ratio of 0.65 (0.57-0.75) for the entire cohort of patients with COPD and PH and of 0.83 (0.74-0.94) when performing landmark analysis. This PDE5i effect was reproduced robustly when performing subgroup analyses for patients with moderate to severe PH, various comorbidities, and supplemental oxygen requirement and when assessing the impact of unobserved confounders. INTERPRETATION: Patients with COPD and PH exhibit poor transplant-free survival, with PVR being a predictor of mortality. In this meta-registry, PDE5i therapy was associated with a significant reduction in mortality across all tested models.

Pulmonary Vascular Research Institute GoDeep: A meta-registry merging deep phenotyping datafrom international PH reference centers.

The Pulmonary Vascular Research Institute GoDeep meta-registry is a collaboration of pulmonary hypertension (PH) reference centers across the globe. Merging worldwide PH data in a central meta-registry to allow advanced analysis of the heterogeneity of PH and its groups/subgroups on a worldwide geographical, ethnical, and etiological landscape (ClinTrial. gov NCT05329714). Retrospective and prospective PH patient data (diagnosis based on catheterization; individuals with exclusion of PH are included as a comparator group) are mapped to a common clinical parameter set of more than 350 items, anonymized and electronically exported to a central server. Use and access is decided by the GoDeep steering board, where each center has one vote. As of April 2022, GoDeep comprised 15,742 individuals with 1.9 million data points from eight PH centers. Geographic distribution comprises 3990 enrollees (25%) from America and 11,752 (75%) from Europe. Eighty-nine perecent were diagnosed with PH and 11% were classified as not PH and provided a comparator group. The retrospective observation period is an average of 3.5 years (standard error of the mean 0.04), with 1159 PH patients followed for over 10 years. Pulmonary arterial hypertension represents the largest PH group (42.6%), followed by Group 2 (21.7%), Group 3 (17.3%), Group 4 (15.2%), and Group 5 (3.3%). The age distribution spans several decades, with patients 60 years or older comprising 60%. The majority of patients met an intermediate risk profile upon diagnosis. Data entry from a further six centers is ongoing, and negotiations with >10 centers worldwide have commenced. Using electronic interface-based automated retrospective and prospective data transfer, GoDeep aims to provide in-depth epidemiological and etiological understanding of PH and its various groups/subgroups on a global scale, offering insights for improved management.