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Schuster A, Backhaus SJ, Stiermaier T, Navarra JL, Uhlig J, Rommel KP, Koschalka A, Kowallick JT, Lotz J, Gutberlet M, Bigalke B, Kutty S, Hasenfuss G, Thiele H, Eitel I. Left Atrial Function with MRI Enables Prediction of Cardiovascular Events after Myocardial Infarction: Insights from the AIDA STEMI and TATORT NSTEMI Trials. Radiology 2019; 293:292-302. [PMID: 31526253 DOI: 10.1148/radiol.2019190559] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Background The role of left atrial (LA) performance in acute myocardial infarction (AMI) remains controversial. Cardiac MRI myocardial feature tracking (hereafter, MRI-FT) is a method used to quantify myocardial function that enables reliable assessment of atrial function. Purpose To assess the relationship between LA function assessed with MRI-FT and major adverse cardiovascular events (MACE) after AMI. Materials and Methods This secondary analysis of two prospective multicenter cardiac MRI studies (AIDA STEMI [NCT00712101] and TATORT NSTEMI [NCT01612312]) included 1235 study participants with ST-elevation myocardial infarction (n = 795) or non-ST-elevation myocardial infarction (n = 440) between July 2008 and June 2013. All study participants underwent primary percutaneous coronary intervention. MRI-FT analyses were performed in a core laboratory by researchers blinded to clinical status to determine LA performance using LA reservoir function peak systolic strain (εs), LA conduit strain (εe), and LA booster pump function active strain (εa). The relationship of LA performance to a MACE within 12 months after AMI was evaluated by using Cox proportional hazards models and area under the receiver operating characteristic curve (AUC). Results Study participants with MACE had worse LA performance parameters compared with study participants without MACE (εs = 21.2% vs 16.2%, εe = 8.8% vs 6.9%, εa = 11.8% vs 10%; P < .001 for all). All atrial parameters were strongly associated with MACE (hazard ratio [HR], εs = 0.9, εe = 0.88, εa = 0.89; P < .001 for all). For εs, a cutoff of 18.8% was identified as the only independent atrial parameter with which to predict MACE after accounting for confounders and established prognostic markers in adjusted analysis (HR, 0.95; P = .02). The εs yielded incremental prognostic value above left ventricular ejection fraction, global longitudinal strain, microvascular obstruction, and infarct size (AUC comparisons, P < .04 for all). Conclusion Feature tracking of cardiac MRI to derive left atrial peak reservoir strain provided incremental prognostic value for major adverse cardiovascular events prediction versus established cardiac risk factors after acute myocardial infarction. © RSNA, 2019 Online supplemental material is available for this article. See also the editorial by Almeida in this issue.
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Affiliation(s)
- Andreas Schuster
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
| | - Sören J Backhaus
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
| | - Thomas Stiermaier
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
| | - Jenny-Lou Navarra
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
| | - Johannes Uhlig
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
| | - Karl-Philipp Rommel
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
| | - Alexander Koschalka
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
| | - Johannes T Kowallick
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
| | - Joachim Lotz
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
| | - Matthias Gutberlet
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
| | - Boris Bigalke
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
| | - Shelby Kutty
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
| | - Gerd Hasenfuss
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
| | - Holger Thiele
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
| | - Ingo Eitel
- From the Department of Cardiology, 5th Floor, Acute Services Building, Royal North Shore Hospital, Reserve Road, St Leonard's, The Kolling Institute, Northern Clinical School, University of Sydney, Sydney, NSW, 2065, Australia (A.S.); Department of Cardiology and Pneumology (A.S., S.J.B., J.L.N., A.K., G.H.) and Institute for Diagnostic and Interventional Radiology (J.U., J.T.K., J.L.), University Medical Center Göttingen, Georg-August University, Göttingen, Germany; German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany (A.S., S.J.B., J.L.N., A.K., G.H., J.U., J.T.K., J.L.) ; University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Lübeck, Germany (T.S., I.E.); German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany (T.S., I.E.); Departments of Internal Medicine/Cardiology (K.P.R., H.T.) and Radiology (M.G.), Heart Center Leipzig, University of Leipzig, Leipzig, Germany; Charité Campus Benjamin Franklin, Department of Cardiology, University Medical Center Berlin, Berlin, Germany (B.B.); and Helen B. Taussig Heart Center, The Johns Hopkins Hospital and School of Medicine, Baltimore, MD (S.K.)
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