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Biventricular shape modes discriminate pulmonary valve replacement in tetralogy of Fallot better than imaging indices
Current indications for pulmonary valve replacement (PVR) in repaired tetralogy of Fallot (rTOF) rely on cardiovascular magnetic resonance (CMR) image-based indices but are inconsistently applied, lead to mixed outcomes, and remain debated. This study aimed to test the hypothesis that specific marke...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9911768/ https://www.ncbi.nlm.nih.gov/pubmed/36759522 http://dx.doi.org/10.1038/s41598-023-28358-w |
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author | Govil, Sachin Mauger, Charlène Hegde, Sanjeet Occleshaw, Christopher J. Yu, Xiaoyang Perry, James C. Young, Alistair A. Omens, Jeffrey H. McCulloch, Andrew D. |
author_facet | Govil, Sachin Mauger, Charlène Hegde, Sanjeet Occleshaw, Christopher J. Yu, Xiaoyang Perry, James C. Young, Alistair A. Omens, Jeffrey H. McCulloch, Andrew D. |
author_sort | Govil, Sachin |
collection | PubMed |
description | Current indications for pulmonary valve replacement (PVR) in repaired tetralogy of Fallot (rTOF) rely on cardiovascular magnetic resonance (CMR) image-based indices but are inconsistently applied, lead to mixed outcomes, and remain debated. This study aimed to test the hypothesis that specific markers of biventricular shape may discriminate differences between rTOF patients who did and did not require subsequent PVR better than standard imaging indices. In this cross-sectional retrospective study, biventricular shape models were customized to CMR images from 84 rTOF patients. A statistical atlas of end-diastolic shape was constructed using principal component analysis. Multivariate regression was used to quantify shape mode and imaging index associations with subsequent intervention status (PVR, n = 48 vs. No-PVR, n = 36), while accounting for confounders. Clustering analysis was used to test the ability of the most significant shape modes and imaging indices to discriminate PVR status as evaluated by a Matthews correlation coefficient (MCC). Geometric strain analysis was also conducted to assess shape mode associations with systolic function. PVR status correlated significantly with shape modes associated with right ventricular (RV) apical dilation and left ventricular (LV) dilation (p < 0.01), RV basal bulging and LV conicity (p < 0.05), and pulmonary valve dilation (p < 0.01). PVR status also correlated significantly with RV ejection fraction (p < 0.05) and correlated marginally with LV end-systolic volume index (p < 0.07). Shape modes discriminated subsequent PVR better than standard imaging indices (MCC = 0.49 and MCC = 0.28, respectively) and were significantly associated with RV and LV radial systolic strain. Biventricular shape modes discriminated differences between patients who did and did not require subsequent PVR better than standard imaging indices in current use. These regional features of cardiac morphology may provide insight into adaptive vs. maladaptive types of structural remodeling and point toward an improved quantitative, patient-specific assessment tool for clinical use. |
format | Online Article Text |
id | pubmed-9911768 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99117682023-02-11 Biventricular shape modes discriminate pulmonary valve replacement in tetralogy of Fallot better than imaging indices Govil, Sachin Mauger, Charlène Hegde, Sanjeet Occleshaw, Christopher J. Yu, Xiaoyang Perry, James C. Young, Alistair A. Omens, Jeffrey H. McCulloch, Andrew D. Sci Rep Article Current indications for pulmonary valve replacement (PVR) in repaired tetralogy of Fallot (rTOF) rely on cardiovascular magnetic resonance (CMR) image-based indices but are inconsistently applied, lead to mixed outcomes, and remain debated. This study aimed to test the hypothesis that specific markers of biventricular shape may discriminate differences between rTOF patients who did and did not require subsequent PVR better than standard imaging indices. In this cross-sectional retrospective study, biventricular shape models were customized to CMR images from 84 rTOF patients. A statistical atlas of end-diastolic shape was constructed using principal component analysis. Multivariate regression was used to quantify shape mode and imaging index associations with subsequent intervention status (PVR, n = 48 vs. No-PVR, n = 36), while accounting for confounders. Clustering analysis was used to test the ability of the most significant shape modes and imaging indices to discriminate PVR status as evaluated by a Matthews correlation coefficient (MCC). Geometric strain analysis was also conducted to assess shape mode associations with systolic function. PVR status correlated significantly with shape modes associated with right ventricular (RV) apical dilation and left ventricular (LV) dilation (p < 0.01), RV basal bulging and LV conicity (p < 0.05), and pulmonary valve dilation (p < 0.01). PVR status also correlated significantly with RV ejection fraction (p < 0.05) and correlated marginally with LV end-systolic volume index (p < 0.07). Shape modes discriminated subsequent PVR better than standard imaging indices (MCC = 0.49 and MCC = 0.28, respectively) and were significantly associated with RV and LV radial systolic strain. Biventricular shape modes discriminated differences between patients who did and did not require subsequent PVR better than standard imaging indices in current use. These regional features of cardiac morphology may provide insight into adaptive vs. maladaptive types of structural remodeling and point toward an improved quantitative, patient-specific assessment tool for clinical use. Nature Publishing Group UK 2023-02-09 /pmc/articles/PMC9911768/ /pubmed/36759522 http://dx.doi.org/10.1038/s41598-023-28358-w 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 Govil, Sachin Mauger, Charlène Hegde, Sanjeet Occleshaw, Christopher J. Yu, Xiaoyang Perry, James C. Young, Alistair A. Omens, Jeffrey H. McCulloch, Andrew D. Biventricular shape modes discriminate pulmonary valve replacement in tetralogy of Fallot better than imaging indices |
title | Biventricular shape modes discriminate pulmonary valve replacement in tetralogy of Fallot better than imaging indices |
title_full | Biventricular shape modes discriminate pulmonary valve replacement in tetralogy of Fallot better than imaging indices |
title_fullStr | Biventricular shape modes discriminate pulmonary valve replacement in tetralogy of Fallot better than imaging indices |
title_full_unstemmed | Biventricular shape modes discriminate pulmonary valve replacement in tetralogy of Fallot better than imaging indices |
title_short | Biventricular shape modes discriminate pulmonary valve replacement in tetralogy of Fallot better than imaging indices |
title_sort | biventricular shape modes discriminate pulmonary valve replacement in tetralogy of fallot better than imaging indices |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9911768/ https://www.ncbi.nlm.nih.gov/pubmed/36759522 http://dx.doi.org/10.1038/s41598-023-28358-w |
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