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Myocardial strain-curve deformation patterns after Fontan operation
Myocardial deformation analysis by cardiac MRI (CMR) yielding global circumferential and longitudinal strain (GCS and GLS) is an increasingly utilized method to accurately quantify systolic function and predict clinical events in patients with Fontan circulation. The purpose of this study was to use...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10366156/ https://www.ncbi.nlm.nih.gov/pubmed/37488167 http://dx.doi.org/10.1038/s41598-023-39226-y |
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author | Schäfer, Michal Mitchell, Max B. Frank, Benjamin S. Barker, Alex J. Stone, Matthew L. Jaggers, James von Alvensleben, Johannes C. Hunter, Kendall S. Friesen, Richard M. Ivy, D. Dunbar Jacobsen, Roni Di Maria, Michael V. |
author_facet | Schäfer, Michal Mitchell, Max B. Frank, Benjamin S. Barker, Alex J. Stone, Matthew L. Jaggers, James von Alvensleben, Johannes C. Hunter, Kendall S. Friesen, Richard M. Ivy, D. Dunbar Jacobsen, Roni Di Maria, Michael V. |
author_sort | Schäfer, Michal |
collection | PubMed |
description | Myocardial deformation analysis by cardiac MRI (CMR) yielding global circumferential and longitudinal strain (GCS and GLS) is an increasingly utilized method to accurately quantify systolic function and predict clinical events in patients with Fontan circulation. The purpose of this study was to use principal component analysis (PCA) to investigate myocardial temporal deformation patterns derived from strain–time curves to learn about latent strain features beyond peak values. We conducted the study with specific attention to dominant single left or right ventricle (SLV and SRV) morphologies. Methods and Results: Patients remote from Fontan operation who underwent follow-up CMR were analyzed for standard volumetric and function hemodynamics including myocardial deformation parameters including GCS and GLS. We applied PCA to investigate in an unbiased fashion the strain–time curve morphology and to calculate patient specific shape scores. All variables were subjected to single variable Cox regression analysis to detect composite clinical outcome including death, heart transplant, protein losing enteropathy and plastic bronchitis. A total of 122 patients, (SLV = 67, SRV = 55) with a mean age of 12.7 years underwent comprehensive CMR analysis. The PCA revealed 3 primary modes of strain-curve variation regardless of single ventricle morphology and type of strain investigated. Principle components (PCs) described changes in (1) strain–time curve amplitude, (2) time-to-peak strain, and (3) post-systolic slope of the strain–time curve. Considering only SLV patients, GCS was only CMR variable predictive of clinical events (HR 1.46, p = 0.020). In the SRV group, significant CMR predictors of clinical events were derived indexed end-diastolic (HR 1.02, p = 0.023) and end-systolic (HR 1.03, p = 0.022) volumes, GCS (HR 1.91, p = 0.003) and its related first component score (HR 1.20, p = 0.005), GLS (HR 1.32, p = 0.029) and its third component score (HR 1.58, p = 0.017). CMR derived global strain measures are sensitive markers of clinical outcomes in patients with Fontan circulation, particularly in patients with the SRV morphology. Myocardial strain–time curve morphology specific to SLV and SRV patients inspired by unbiased PCA technique can further aid with predicting clinical outcomes. |
format | Online Article Text |
id | pubmed-10366156 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-103661562023-07-26 Myocardial strain-curve deformation patterns after Fontan operation Schäfer, Michal Mitchell, Max B. Frank, Benjamin S. Barker, Alex J. Stone, Matthew L. Jaggers, James von Alvensleben, Johannes C. Hunter, Kendall S. Friesen, Richard M. Ivy, D. Dunbar Jacobsen, Roni Di Maria, Michael V. Sci Rep Article Myocardial deformation analysis by cardiac MRI (CMR) yielding global circumferential and longitudinal strain (GCS and GLS) is an increasingly utilized method to accurately quantify systolic function and predict clinical events in patients with Fontan circulation. The purpose of this study was to use principal component analysis (PCA) to investigate myocardial temporal deformation patterns derived from strain–time curves to learn about latent strain features beyond peak values. We conducted the study with specific attention to dominant single left or right ventricle (SLV and SRV) morphologies. Methods and Results: Patients remote from Fontan operation who underwent follow-up CMR were analyzed for standard volumetric and function hemodynamics including myocardial deformation parameters including GCS and GLS. We applied PCA to investigate in an unbiased fashion the strain–time curve morphology and to calculate patient specific shape scores. All variables were subjected to single variable Cox regression analysis to detect composite clinical outcome including death, heart transplant, protein losing enteropathy and plastic bronchitis. A total of 122 patients, (SLV = 67, SRV = 55) with a mean age of 12.7 years underwent comprehensive CMR analysis. The PCA revealed 3 primary modes of strain-curve variation regardless of single ventricle morphology and type of strain investigated. Principle components (PCs) described changes in (1) strain–time curve amplitude, (2) time-to-peak strain, and (3) post-systolic slope of the strain–time curve. Considering only SLV patients, GCS was only CMR variable predictive of clinical events (HR 1.46, p = 0.020). In the SRV group, significant CMR predictors of clinical events were derived indexed end-diastolic (HR 1.02, p = 0.023) and end-systolic (HR 1.03, p = 0.022) volumes, GCS (HR 1.91, p = 0.003) and its related first component score (HR 1.20, p = 0.005), GLS (HR 1.32, p = 0.029) and its third component score (HR 1.58, p = 0.017). CMR derived global strain measures are sensitive markers of clinical outcomes in patients with Fontan circulation, particularly in patients with the SRV morphology. Myocardial strain–time curve morphology specific to SLV and SRV patients inspired by unbiased PCA technique can further aid with predicting clinical outcomes. Nature Publishing Group UK 2023-07-24 /pmc/articles/PMC10366156/ /pubmed/37488167 http://dx.doi.org/10.1038/s41598-023-39226-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Schäfer, Michal Mitchell, Max B. Frank, Benjamin S. Barker, Alex J. Stone, Matthew L. Jaggers, James von Alvensleben, Johannes C. Hunter, Kendall S. Friesen, Richard M. Ivy, D. Dunbar Jacobsen, Roni Di Maria, Michael V. Myocardial strain-curve deformation patterns after Fontan operation |
title | Myocardial strain-curve deformation patterns after Fontan operation |
title_full | Myocardial strain-curve deformation patterns after Fontan operation |
title_fullStr | Myocardial strain-curve deformation patterns after Fontan operation |
title_full_unstemmed | Myocardial strain-curve deformation patterns after Fontan operation |
title_short | Myocardial strain-curve deformation patterns after Fontan operation |
title_sort | myocardial strain-curve deformation patterns after fontan operation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10366156/ https://www.ncbi.nlm.nih.gov/pubmed/37488167 http://dx.doi.org/10.1038/s41598-023-39226-y |
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