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Gajjala PR, Jankowski V, Heinze G, Bilo G, Zanchetti A, Noels H, Liehn E, Perco P, Schulz A, Delles C, Kork F, Biessen E, Narkiewicz K, Kawecka-Jaszcz K, Floege J, Soranna D, Zidek W, Jankowski J. Proteomic-Biostatistic Integrated Approach for Finding the Underlying Molecular Determinants of Hypertension in Human Plasma. Hypertension 2017; 70:412-419. [PMID: 28652472 DOI: 10.1161/hypertensionaha.116.08906] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Revised: 01/03/2017] [Accepted: 05/07/2017] [Indexed: 01/08/2023]
Abstract
Despite advancements in lowering blood pressure, the best approach to lower it remains controversial because of the lack of information on the molecular basis of hypertension. We, therefore, performed plasma proteomics of plasma from patients with hypertension to identify molecular determinants detectable in these subjects but not in controls and vice versa. Plasma samples from hypertensive subjects (cases; n=118) and controls (n=85) from the InGenious HyperCare cohort were used for this study and performed mass spectrometric analysis. Using biostatistical methods, plasma peptides specific for hypertension were identified, and a model was developed using least absolute shrinkage and selection operator logistic regression. The underlying peptides were identified and sequenced off-line using matrix-assisted laser desorption ionization orbitrap mass spectrometry. By comparison of the molecular composition of the plasma samples, 27 molecular determinants were identified differently expressed in cases from controls. Seventy percent of the molecular determinants selected were found to occur less likely in hypertensive patients. In cross-validation, the overall R2 was 0.434, and the area under the curve was 0.891 with 95% confidence interval 0.8482 to 0.9349, P<0.0001. The mean values of the cross-validated proteomic score of normotensive and hypertensive patients were found to be -2.007±0.3568 and 3.383±0.2643, respectively, P<0.0001. The molecular determinants were successfully identified, and the proteomic model developed shows an excellent discriminatory ability between hypertensives and normotensives. The identified molecular determinants may be the starting point for further studies to clarify the molecular causes of hypertension.
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Affiliation(s)
- Prathibha R Gajjala
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Vera Jankowski
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Georg Heinze
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Grzegorz Bilo
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Alberto Zanchetti
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Heidi Noels
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Elisa Liehn
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Paul Perco
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Anna Schulz
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Christian Delles
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Felix Kork
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Erik Biessen
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Krzysztof Narkiewicz
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Kalina Kawecka-Jaszcz
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Juergen Floege
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Davide Soranna
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Walter Zidek
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Joachim Jankowski
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.).
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