Journal article

Idiopathic pulmonary arterial hypertension phenotypes determined by cluster analysis from the COMPERA registry


Authors listHoeper, Marius M.; Pausch, Christine; Gruenig, Ekkehard; Klose, Hans; Staehler, Gerd; Huscher, Doerte; Pittrow, David; Olsson, Karen M.; Vizza, Carmine Dario; Gall, Henning; Benjamin, Nicola; Distler, Oliver; Opitz, Christian; Gibbs, J. Simon R.; Delcroix, Marion; Ghofrani, H. Ardeschir; Rosenkranz, Stephan; Ewert, Ralf; Kaemmerer, Harald; Lange, Tobias J.; Kabitz, Hans-Joachim; Skowasch, Dirk; Skride, Andris; Jureviciene, Elena; Paleviciute, Egle; Miliauskas, Skaidrius; Claussen, Martin; Behr, Juergen; Milger, Katrin; Halank, Michael; Wilkens, Heinrike; Wirtz, Hubert; Pfeuffer-Jovic, Elena; Harbaum, Lars; Scholtz, Werner; Dumitrescu, Daniel; Bruch, Leonhard; Coghlan, Gerry; Neurohr, Claus; Tsangaris, Iraklis; Gorenflo, Matthias; Scelsi, Laura; Vonk-Noordegraaf, Anton; Ulrich, Silvia; Held, Matthias

Publication year2020

Pages1435-1444

JournalThe Journal of Heart and Lung Transplantation

Volume number39

Issue number12

ISSN1053-2498

eISSN1557-3117

DOI Linkhttps://doi.org/10.1016/j.healun.2020.09.011

PublisherElsevier


Abstract

The term idiopathic pulmonary arterial hypertension (IPAH) is used to categorize patients with capillary pulmonary hypertension of unknown origin. There is considerable variability in the clinical presentation of these patients.

Using data from the Comparative, Prospective Registry of Newly Initiated Therapies for Pulmonary Hypertension, we performed a cluster analysis of 841 patients with IPAH based on age, sex, diffusion capacity of the lung for carbon monoxide (DLCO; <45% vs >= 45% predicted), smoking status, presence of comorbidities (obesity, hypertension, coronary heart disease, and diabetes mellitus). hierarchical agglomerative clustering algorithm was performed using Ward's minimum variance method. The clusters were analyzed in terms of baseline characteristics; survival; and response to monary arterial hypertension (PAH) therapy, expressed as changes from baseline to follow-up in functional class, 6-minute walking distance, cardiac biomarkers, and risk.

Three clusters were identified: Cluster 1 (n = 106; 12.6%): median age 45 years, 76% females, comorbidities, mostly never smokers, DLCO >= 45%; Cluster 2 (n = 301; 35.8%): median age 75 years, 98% females, frequent comorbidities, no smoking history, DLCO mostly >= 45%; and Cluster (n = 434; 51.6%): median age 72 years, 72% males, frequent comorbidities, history of smoking, low DLCO. Patients in Cluster 1 had a better response to PAH treatment than patients in the 2 other clusters. Survival over 5 years was 84.6% in Cluster 1, 59.2% in Cluster 2, and 42.2% in Cluster (unadjusted p < 0.001 for comparison between all groups).

The population of patients diagnosed with IPAH is heterogenous. This cluster analysis identified tinct phenotypes, which differed in clinical presentation, response to therapy, and survival. (C) 2020 The Author(s). Published by Elsevier Inc. on behalf of International Society for Heart and Lung Transplantation.




Citation Styles

Harvard Citation styleHoeper, M., Pausch, C., Gruenig, E., Klose, H., Staehler, G., Huscher, D., et al. (2020) Idiopathic pulmonary arterial hypertension phenotypes determined by cluster analysis from the COMPERA registry, The Journal of Heart and Lung Transplantation, 39(12), pp. 1435-1444. https://doi.org/10.1016/j.healun.2020.09.011

APA Citation styleHoeper, M., Pausch, C., Gruenig, E., Klose, H., Staehler, G., Huscher, D., Pittrow, D., Olsson, K., Vizza, C., Gall, H., Benjamin, N., Distler, O., Opitz, C., Gibbs, J., Delcroix, M., Ghofrani, H., Rosenkranz, S., Ewert, R., Kaemmerer, H., ...Held, M. (2020). Idiopathic pulmonary arterial hypertension phenotypes determined by cluster analysis from the COMPERA registry. The Journal of Heart and Lung Transplantation. 39(12), 1435-1444. https://doi.org/10.1016/j.healun.2020.09.011



Keywords


CLUSTERDIFFUSION CAPACITYHEART-FAILUREphenotypespulmonary arterial hypertension

Last updated on 2025-21-05 at 18:21