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Laqua FC, Polacin M, Luecke C, Klingel K, Alkadhi H, Manka R, Thiele H, Gutberlet M, Lurz P, Baessler B. Value of cardiac magnetic resonance imaging derived spectral myocardial strain pattern for non-invasive diagnosis of myocarditis. Eur Heart J Cardiovasc Imaging 2021. [DOI: 10.1093/ehjci/jeab090.045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: Public grant(s) – EU funding. Main funding source(s): European Society of Radiology European Institute for Biomedical Imaging Research
Background
Traditionally, cardiac function is quantified by measures of peak excursion, for example ejection fraction. However, myocardial strain estimation from cine- cardiac MRI allows quantification of cardiac motion over the whole heart cycle. We propose a spectral decomposition of the strain curves applying Discrete Fourier transformation (DFT).
Purpose
To evaluate a potential additive diagnostic value of spectral temporal strain curve quantification for non-invasive diagnosis of myocarditis using cardiac MRI.
Methods
In the single-center prospective study patients with suspected myocarditis underwent comprehensive cardiac MRI followed by biventricular endomyocardial biopsy (EMB) between 2012 and 2014. DFT was applied to myocardial strain curves extracted from cine-Images. As reference model, a L1- and L2-penalized logistic regression model using global native T1 time, T2 time and presence of late-gadolinium enhancement was trained to predict EMB results and compared to two models which additionally include three orders of DFT coefficients and ejection fraction, respectively. Predictive performance was evaluated in a tournament-leave-pair-out cross-validation approach with a bootstrap correction for testing of multiple hyperparameter configurations.
Results
Out of 100 patients (28 % female, median age 40 [IQR 32 to 56) years) with acute symptom-onset (<30 days) 65 had pathologically proven myocarditis in EMB. The DFT model showed best discrimination (Area under the receiver-operating-curve [AUC] 0.72 [95% CI 52 to 87]). Addition of ejection fraction (AUC 0.60 [95% CI: 0.43 to 0.74]) did not increase AUC compared to the reference (AUC 0.60 [95% CI: 0.43 to 0.74]). Posterior distribution of the bootstrap-corrected AUC difference between DFT and reference model was gaussian (mean 12%, standard deviation 12%) with a posterior probability of 86%, that DFT has a greater AUC.
Conclusions
Discrimination of myocarditis from similar clinical presentations remains challenging. The results support incremental discriminatory value of DFT-decomposed myocardial strain for non-invasive diagnosis of myocarditis. Future research should address the value of the spectral decomposition of cardiac motion trajectories in larger samples and different disease entities.
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Affiliation(s)
- FC Laqua
- University Hospital Zurich, Institute of Diagnostical and Interventional Radiology, Zurich, Switzerland
| | - M Polacin
- University Hospital Zurich, Institute of Diagnostical and Interventional Radiology, Zurich, Switzerland
| | - C Luecke
- Heart Center at University of Leipzig, Department of Diagnostic and Interventional Radiology, Leipzig, Germany
| | - K Klingel
- University Hospital of Tuebingen, Department of Molecular Pathology, Tuebingen, Germany
| | - H Alkadhi
- University Hospital Zurich, Institute of Diagnostical and Interventional Radiology, Zurich, Switzerland
| | - R Manka
- University Hospital Zurich, Institute of Diagnostical and Interventional Radiology, Zurich, Switzerland
| | - H Thiele
- Heart Center at University of Leipzig, Department of Internal Medicine/Cardiology, Leipzig, Germany
| | - M Gutberlet
- Heart Center at University of Leipzig, Department of Diagnostic and Interventional Radiology, Leipzig, Germany
| | - P Lurz
- Heart Center at University of Leipzig, Department of Internal Medicine/Cardiology, Leipzig, Germany
| | - B Baessler
- University Hospital Zurich, Institute of Diagnostical and Interventional Radiology, Zurich, Switzerland
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Reinstadler S, Stiermaier T, Liebetrau J, Fuernau G, Eitel C, De Waha S, Desch S, Reil J, Poess J, Metzler B, Luecke C, Gutberlet M, Schuler G, Thiele H, Eitel I. P1070Prognostic significance of remote myocardium alterations assessed by quantitative non-contrast T1 mapping in ST-elevation myocardial infarction. Eur Heart J 2017. [DOI: 10.1093/eurheartj/ehx502.p1070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Baessler B, Luecke C, Klingel K, Kandolf R, Schuler G, Maintz D, Thiele H, Lurz P. P2583Texture analysis and machine learning applied on cardiac magnetic resonance T2 mapping: incremental diagnostic value in biopsy-proven acute myocarditis. Eur Heart J 2017. [DOI: 10.1093/eurheartj/ehx502.p2583] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Lurz P, Eitel I, Klieme B, Luecke C, de Waha S, Desch S, Fuernau G, Klingel K, Kandolf R, Grothoff M, Schuler G, Gutberlet M, Thiele H. The potential additional diagnostic value of assessing for pericardial effusion on cardiac magnetic resonance imaging in patients with suspected myocarditis. Eur Heart J Cardiovasc Imaging 2013; 15:643-50. [DOI: 10.1093/ehjci/jet267] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
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Grothoff M, Tille M, Lehmkuhl L, Luecke C, Thiele H, Riese F, Nitzsche S, Gutberlet M. MRT Analyse des rechtsventrikulären Remodellings nach ST-Hebungsinfarkt. ROFO-FORTSCHR RONTG 2013. [DOI: 10.1055/s-0033-1346319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Foldyna B, Holzhey D, Haensig M, Luecke C, Borger MA, Andres C, Gutberlet M, Mohr FW, Lehmkuhl L. Anatomical angulation between the long axis of the left ventricle and left ventricular outflow tract as possible predictor of postprocedural complications in patients undergoing transapical aortic valve implantation. Thorac Cardiovasc Surg 2013. [DOI: 10.1055/s-0032-1332719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Koepke J, Scharff EI, Luecke C, Fritzsch G. Ultrahigh resolution crystal structure of squid ganglion DFPase. Acta Crystallogr A 2002. [DOI: 10.1107/s010876730209712x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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Elser JJ, Luecke C, Brett MT, Goldman CR. Erratum: Effects of Food Web Compensation after Manipualtion of Rainbow Trout in an Oligotrophic Lake. Ecology 1996. [DOI: 10.2307/2265666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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