TY - JOUR
T1 - Mining the Plasma Proteome for Insights into the Molecular Pathology of Pulmonary Arterial Hypertension
AU - Harbaum, Lars
AU - Rhodes, Christopher J.
AU - Wharton, John
AU - Lawrie, Allan
AU - Karnes, Jason H.
AU - Desai, Ankit A.
AU - Nichols, William C.
AU - Humbert, Marc
AU - Montani, David
AU - Girerd, Barbara
AU - Sitbon, Olivier
AU - Boehm, Mario
AU - Novoyatleva, Tatyana
AU - Schermuly, Ralph T.
AU - Ardeschir Ghofrani, H.
AU - Toshner, Mark
AU - Kiely, David G.
AU - Howard, Luke S.
AU - Swietlik, Emilia M.
AU - Graf, Stefan
AU - Pietzner, Maik
AU - Morrell, Nicholas W.
AU - Wilkins, Martin R.
N1 - Funding Information:
Supported by the National Institute for Health Research (NIHR) through the NIHR BioResource (NIHRBR) Rare Diseases study and the Imperial NIHR Clinical Research Facility. The authors acknowledge the use of BRC Core Facilities provided by financial support from the United Kingdom Department of Health via the NIHR comprehensive Biomedical Research Centre award to Imperial College Healthcare National Health Service (NHS) Trust, Cambridge Biomedical Research Centre, and Guy’s and St. Thomas’ NHS Foundation Trust in partnership with King’s College London and King’s College Hospital NHS Foundation Trust. Sheffield NIHR Clinical Research Facility award to Sheffield Teaching Hospitals Foundation NHS Trust. The United Kingdom National Cohort of Idiopathic and Heritable Pulmonary Arterial Hypertension (PAH) is supported by the NIHRBR, the British Heart Foundation (BHF) (SP/12/12/29836), and the United Kingdom Medical Research Council (MR/ K020919/1). The authors also gratefully acknowledge the participation of patients recruited to the US NIH/NHLBI-sponsored National Biological Sample and Data Repository for PAH (also known as PAH Biobank; HL105333). This work was supported in part by the Assistance Publique-Hopitaux de Paris, INSERM, Université, Paris-Sud, and Agence Nationale de la Recherche (Departement Hospitalo-Universitaire Thorax Innovation; LabEx LERMIT, ANR-10-LABX-0033; and RHU BIO-ART LUNG 2020, ANR-15-RHUS-0002). The DELPHI-2 Study was funded by the French Ministry of Social Affairs and Health (PHRC P100175) and supported by the French Pulmonary Hypertension Patient Association (HTaPFrance), Chancellerie des Universités, Legs Poix, France, and a Pulmonary Hypertension Grants Program 2013 from Bayer, and the European Respiratory Society (grant LTRF-2013-1592). L.H. is a recipient of the European Respiratory Society Fellowship (LTRF 2016–6884). C.J.R. is supported by a BHF Intermediate Basic Science Research fellowship (FS/15/59/31839) and Academy of Medical Sciences Springboard fellowship (SBF004\1095). A.L. is supported by a BHF Senior Basic Science Research fellowship (FS/13/48/30453 & FS/18/52/ 33808). M.R.W. is supported by the BHF Imperial Research Centre of Excellence (RE/18/4/34215). M.R.W., M.B., T.N., R.T.S., and H.A.G. receive funding from German Research Foundation (DFG) SFB1213, project A08, A09, B04, and B09. The popgen 2.0 network is supported by a grant from the German Ministry for Education and Research (01EY1103). W.C.N. is funded by NIH/NHLBI (HL105333). A.A.D. is supported by National Institute of Health/National Heart Lung and Blood Institute (NIH/NHLBI R01HL136603). J.H.K. is funded by NIH/NHLBI (R01HL158686 and K01HL143137).
Publisher Copyright:
Copyright © 2022 by the American Thoracic Society
PY - 2022/6/15
Y1 - 2022/6/15
N2 - Rationale: Pulmonary arterial hypertension (PAH) is characterized by structural remodeling of pulmonary arteries and arterioles. Underlying biological processes are likely reflected in a perturbation of circulating proteins. Objectives: To quantify and analyze the plasma proteome of patients with PAH using inherited genetic variation to inform on underlying molecular drivers. Methods: An aptamer-based assay was used to measure plasma proteins in 357 patients with idiopathic or heritable PAH, 103 healthy volunteers, and 23 relatives of patients with PAH. In discovery and replication subgroups, the plasma proteomes of PAH and healthy individuals were compared, and the relationship to transplantation-free survival in PAH was determined. To examine causal relationships to PAH, protein quantitative trait loci (pQTL) that influenced protein levels in the patient population were used as instruments for Mendelian randomization (MR) analysis. Measurements and Main Results: From 4,152 annotated plasma proteins, levels of 208 differed between patients with PAH and healthy subjects, and 49 predicted long-term survival. MR based on cis-pQTL located in proximity to the encoding gene for proteins that were prognostic and distinguished PAH from health estimated an adverse effect for higher levels of netrin-4 (odds ratio [OR], 1.55; 95% confidence interval [CI], 1.16–2.08) and a protective effect for higher levels of thrombospondin-2 (OR, 0.83; 95% CI, 0.74–0.94) on PAH. Both proteins tracked the development of PAH in previously healthy relatives and changes in thrombospondin-2 associated with pulmonary arterial pressure at disease onset. Conclusions: Integrated analysis of the plasma proteome and genome implicates two secreted matrix-binding proteins, netrin-4 and thrombospondin-2, in the pathobiology of PAH.
AB - Rationale: Pulmonary arterial hypertension (PAH) is characterized by structural remodeling of pulmonary arteries and arterioles. Underlying biological processes are likely reflected in a perturbation of circulating proteins. Objectives: To quantify and analyze the plasma proteome of patients with PAH using inherited genetic variation to inform on underlying molecular drivers. Methods: An aptamer-based assay was used to measure plasma proteins in 357 patients with idiopathic or heritable PAH, 103 healthy volunteers, and 23 relatives of patients with PAH. In discovery and replication subgroups, the plasma proteomes of PAH and healthy individuals were compared, and the relationship to transplantation-free survival in PAH was determined. To examine causal relationships to PAH, protein quantitative trait loci (pQTL) that influenced protein levels in the patient population were used as instruments for Mendelian randomization (MR) analysis. Measurements and Main Results: From 4,152 annotated plasma proteins, levels of 208 differed between patients with PAH and healthy subjects, and 49 predicted long-term survival. MR based on cis-pQTL located in proximity to the encoding gene for proteins that were prognostic and distinguished PAH from health estimated an adverse effect for higher levels of netrin-4 (odds ratio [OR], 1.55; 95% confidence interval [CI], 1.16–2.08) and a protective effect for higher levels of thrombospondin-2 (OR, 0.83; 95% CI, 0.74–0.94) on PAH. Both proteins tracked the development of PAH in previously healthy relatives and changes in thrombospondin-2 associated with pulmonary arterial pressure at disease onset. Conclusions: Integrated analysis of the plasma proteome and genome implicates two secreted matrix-binding proteins, netrin-4 and thrombospondin-2, in the pathobiology of PAH.
KW - Mendelian randomization
KW - case-control studies
KW - genome
KW - protein quantitative trait loci
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U2 - 10.1164/rccm.202109-2106OC
DO - 10.1164/rccm.202109-2106OC
M3 - Article
C2 - 35394406
AN - SCOPUS:85132070992
VL - 205
SP - 1449
EP - 1460
JO - American Journal of Respiratory and Critical Care Medicine
JF - American Journal of Respiratory and Critical Care Medicine
SN - 1073-449X
IS - 12
ER -