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      Cardiac Magnetic Resonance to Predict Cardiac Mass Malignancy: The CMR Mass Score

      research-article
      , MD, PhD 1 , 2 , 5 , * , , MD 6 , 7 , 8 , * , , MD 6 , 7 , 8 , , MD 5 , 10 , , MD 6 , 7 , 8 , , MD 6 , 7 , 8 , , MD 6 , 7 , 8 , , MD 6 , 7 , 8 , , MD 6 , 7 , 8 , , MD 6 , 7 , 8 , , MD 6 , 7 , 8 , , MD 6 , 7 , 8 , , MD, PhD 1 , 2 , 11 , , MD 1 , 6 , 8 , , MD 6 , 7 , 8 , , PhD 9 , , MD 3 , , MD 3 , 11 , , MD 12 , , MD 3 , 12 , , MD 13 , , MD 14 , , MD 1 , 2 , , MD, PhD 2 , 7 , , MD 3 , 4 , , MD 6 , 7 , 8 , , , MD 6 , 7 , 8 , ,
      Circulation. Cardiovascular Imaging
      Lippincott Williams & Wilkins
      cardiac magnetic resonance (CMR), cardiac masses, echocardiography, prognosis

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          Abstract

          BACKGROUND:

          Multimodality imaging is currently suggested for the noninvasive diagnosis of cardiac masses. The identification of cardiac masses’ malignant nature is essential to guide proper treatment. We aimed to develop a cardiac magnetic resonance (CMR)-derived model including mass localization, morphology, and tissue characterization to predict malignancy (with histology as gold standard), to compare its accuracy versus the diagnostic echocardiographic mass score, and to evaluate its prognostic ability.

          METHODS:

          Observational cohort study of 167 consecutive patients undergoing comprehensive echocardiogram and CMR within 1-month time interval for suspected cardiac mass. A definitive diagnosis was achieved by histological examination or, in the case of cardiac thrombi, by histology or radiological resolution after adequate anticoagulation treatment. Logistic regression was performed to assess CMR-derived independent predictors of malignancy, which were included in a predictive model to derive the CMR mass score. Kaplan-Meier curves and Cox regression were used to investigate the prognostic ability of predictors.

          RESULTS:

          In CMR, mass morphological features (non-left localization, sessile, polylobate, inhomogeneity, infiltration, and pericardial effusion) and mass tissue characterization features (first-pass perfusion and heterogeneity enhancement) were independent predictors of malignancy. The CMR mass score (range, 0–8 and cutoff, ≥5), including sessile appearance, polylobate shape, infiltration, pericardial effusion, first-pass contrast perfusion, and heterogeneity enhancement, showed excellent accuracy in predicting malignancy (areas under the curve, 0.976 [95% CI, 0.96–0.99]), significantly higher than diagnostic echocardiographic mass score (areas under the curve, 0.932; P=0.040). The agreement between the diagnostic echocardiographic mass and CMR mass scores was good (κ=0.66). A CMR mass score of ≥5 predicted a higher risk of all-cause death ( P<0.001; hazard ratio, 5.70) at follow-up.

          CONCLUSIONS:

          A CMR-derived model, including mass morphology and tissue characterization, showed excellent accuracy, superior to echocardiography, in predicting cardiac masses malignancy, with prognostic implications.

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          Most cited references34

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          Recommendations for cardiac chamber quantification by echocardiography in adults: an update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging.

          The rapid technological developments of the past decade and the changes in echocardiographic practice brought about by these developments have resulted in the need for updated recommendations to the previously published guidelines for cardiac chamber quantification, which was the goal of the joint writing group assembled by the American Society of Echocardiography and the European Association of Cardiovascular Imaging. This document provides updated normal values for all four cardiac chambers, including three-dimensional echocardiography and myocardial deformation, when possible, on the basis of considerably larger numbers of normal subjects, compiled from multiple databases. In addition, this document attempts to eliminate several minor discrepancies that existed between previously published guidelines.
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            2015 ESC Guidelines for the management of infective endocarditis: The Task Force for the Management of Infective Endocarditis of the European Society of Cardiology (ESC). Endorsed by: European Association for Cardio-Thoracic Surgery (EACTS), the European Association of Nuclear Medicine (EANM).

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              Recommendations for the Evaluation of Left Ventricular Diastolic Function by Echocardiography: An Update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging.

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                Author and article information

                Contributors
                Journal
                Circ Cardiovasc Imaging
                Circ Cardiovasc Imaging
                HCI
                Circulation. Cardiovascular Imaging
                Lippincott Williams & Wilkins (Hagerstown, MD )
                1941-9651
                1942-0080
                19 March 2024
                March 2024
                : 17
                : 3
                : e016115
                Affiliations
                [1 ]Clinical Cardiology and Cardiovascular Imaging Unit, Galeazzi-Sant’Ambrogio Hospital, IRCCS, Milan, Italy (P.P., E. Gallinoro, E.C., D.A.).
                [2 ]Department of Biomedical and Clinical Sciences (P.P., E. Gallinoro, E.C., D.A.), University of Milan, Italy.
                [3 ]Department of Clinical Sciences and Community Health (E. Gherbesi, S.C., A.B., G.P.), University of Milan, Italy.
                [4 ]Department of Biomedical, Surgical and Dentals Sciences (G.P.), University of Milan, Italy.
                [5 ]Department of Advanced Biomedical Sciences, University of Naples, Federico II, Italy (P.P., M.B.).
                [6 ]Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).
                [7 ]Department of Medical and Surgical Sciences, DIMEC (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).
                [8 ]Alma Mater Studiorum (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.), University of Bologna, Italy.
                [9 ]Division of Hygiene and Biostatistics, Department of Biomedical and Neuromotor Sciences, Alma Mater Studiorum (P.R.), University of Bologna, Italy.
                [10 ]Cardiovascular Center Aalst, OLV Hospital, Aalst, Belgium (M.B.).
                [11 ]Department of Cardio-Thoracic-Vascular Diseases, Foundation IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy (E. Gherbesi, S.C.).
                [12 ]Department of Perioperative Cardiology and Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy (S.M., A.B.).
                [13 ]Division of Cardiology, Cardiocentro Ticino Institute, Ente Ospedaliero Cantonale, Lugano, Switzerland (A.G.P.).
                [14 ]Department of Cardiology, Division of Heart and Lungs, Utrecht University, Utrecht University Medical Center, the Netherlands (M.G.).
                Author notes
                Correspondence to: Carmine Pizzi, MD Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna; Department of Medical and Surgical Sciences, DIMEC Alma Mater Studiorum, University of Bologna, Italy. Email carmine.pizzi@ 123456unibo.it
                Author information
                https://orcid.org/0000-0002-7017-778X
                https://orcid.org/0000-0001-8186-9717
                https://orcid.org/0000-0002-8732-4512
                https://orcid.org/0000-0002-9198-2817
                https://orcid.org/0000-0002-7971-8052
                https://orcid.org/0000-0002-4565-4310
                https://orcid.org/0000-0001-6101-5298
                https://orcid.org/0009-0003-6119-8890
                https://orcid.org/0000-0002-5519-2818
                https://orcid.org/0000-0001-9696-1022
                https://orcid.org/0000-0002-3127-0789
                https://orcid.org/0000-0002-5166-0899
                https://orcid.org/0000-0002-8261-4529
                https://orcid.org/0000-0002-8001-1476
                https://orcid.org/0000-0003-1443-5788
                https://orcid.org/0000-0002-1339-6679
                https://orcid.org/0000-0003-2177-186X
                https://orcid.org/0000-0002-4048-675X
                Article
                00004
                10.1161/CIRCIMAGING.123.016115
                10949976
                38502734
                ae2e4968-2bbf-4273-94ed-1d95b0bce2db
                © 2024 The Authors.

                Circulation: Cardiovascular Imaging is published on behalf of the American Heart Association, Inc., by Wolters Kluwer Health, Inc. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution, and reproduction in any medium, provided that the original work is properly cited.

                History
                : 7 September 2023
                : 24 January 2024
                Categories
                10124
                10129
                10132
                Original Articles
                Custom metadata
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                CME
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                cardiac magnetic resonance (cmr),cardiac masses,echocardiography,prognosis

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