1. Principal component analysis identified neo-aortic diameter variations post Norwood surgery associated with the single ventricle performance and flow quality.
- Author
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Schäfer M, Di Maria MV, Stone ML, Barker AJ, Carmody KK, Reece TB, Ivy DD, Jaggers J, and Mitchell MB
- Subjects
- Humans, Female, Male, Treatment Outcome, Infant, Magnetic Resonance Angiography, Retrospective Studies, Perfusion Imaging methods, Ventricular Function, Left, Time Factors, Fontan Procedure adverse effects, Magnetic Resonance Imaging, Cine, Univentricular Heart surgery, Univentricular Heart physiopathology, Univentricular Heart diagnostic imaging, Blood Flow Velocity, Heart Ventricles diagnostic imaging, Heart Ventricles physiopathology, Heart Ventricles surgery, Norwood Procedures, Hypoplastic Left Heart Syndrome surgery, Hypoplastic Left Heart Syndrome physiopathology, Hypoplastic Left Heart Syndrome diagnostic imaging, Hemodynamics, Principal Component Analysis, Predictive Value of Tests, Ventricular Function, Right, Aorta diagnostic imaging, Aorta physiopathology, Aorta surgery
- Abstract
The purpose of this study was to investigate neo-aortic curvature and diameter variation using the principal component analysis in patients who underwent a Norwood procedure for hypoplastic left heart syndrome. We further assessed whether neo-aortic curvature and diameter features are associated with clinical outcomes, single right ventricle function and flow hemodynamic patterns derived by 4D-Flow MRI. 55 patients with Fontan circulation who underwent a Norwood procedure in infancy underwent cardiac MRI as part of surveillance of their Fontan circulation. Neo-aortic models segmented from the MRI angiography were subjected to principal component analysis. Principal component (PC) score values representing curvature and diameter variability were compared between patients with and without composite clinical event and correlated with standard cardiac hemodynamics. Fourteen patients experienced composite adverse clinical events. The PCs describing the variations in aortic curvature were not associated with cardiac MRI hemodynamics or clinical events. The diameter-based 2nd PC describing the degree of aortic tapering was significantly associated with the end-systolic volume index (R = 0.34, P = 0.011), ejection fraction (R = -0.44, P = 0.001), and viscous energy loss measured in the ascending aorta (R = 0.45, P = 0.009). High 2nd PC score values describing abrupt diameter changes were also associated with worse freedom from clinical events (P = 0.042). Neo-aortic shape variation described by gradual diameter tapering is strongly linked to better clinical and hemodynamic outcomes. Neo-aortic curvature and luminal trajectory seems to have less impact on the overall hemodynamics and long-term outcomes., Competing Interests: Declarations. Ethics approval and consent to participate: The study was approved by the University of Colorado Institutional Review Board with the waived written consent, COMIRB # 19-1420; date of approval: June 20, 2019. Competing interests: The authors declare no competing interests., (© 2024. The Author(s), under exclusive licence to Springer Nature B.V.)
- Published
- 2024
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