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Semi-automatic thresholding of RV trabeculation improves repeatability and diagnostic value in suspected pulmonary hypertension
OBJECTIVES: Right ventricle (RV) mass is an imaging biomarker of mean pulmonary artery pressure (MPAP) and pulmonary vascular resistance (PVR). Some methods of RV mass measurement on cardiac MRI (CMR) exclude RV trabeculation. This study assessed the reproducibility of measurement methods and evalua...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9845927/ https://www.ncbi.nlm.nih.gov/pubmed/36684562 http://dx.doi.org/10.3389/fcvm.2022.1037385 |
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author | Macdonald, Alistair Salehi, Mahan Alabed, Samer Maiter, Ahmed Goh, Ze Ming Dwivedi, Krit Johns, Chris Cogliano, Marcella Alandejani, Faisal Condliffe, Robin Wild, James M. Kiely, David G. Garg, Pankaj Swift, Andrew J. |
author_facet | Macdonald, Alistair Salehi, Mahan Alabed, Samer Maiter, Ahmed Goh, Ze Ming Dwivedi, Krit Johns, Chris Cogliano, Marcella Alandejani, Faisal Condliffe, Robin Wild, James M. Kiely, David G. Garg, Pankaj Swift, Andrew J. |
author_sort | Macdonald, Alistair |
collection | PubMed |
description | OBJECTIVES: Right ventricle (RV) mass is an imaging biomarker of mean pulmonary artery pressure (MPAP) and pulmonary vascular resistance (PVR). Some methods of RV mass measurement on cardiac MRI (CMR) exclude RV trabeculation. This study assessed the reproducibility of measurement methods and evaluated whether the inclusion of trabeculation in RV mass affects diagnostic accuracy in suspected pulmonary hypertension (PH). MATERIALS AND METHODS: Two populations were enrolled prospectively. (i) A total of 144 patients with suspected PH who underwent CMR followed by right heart catheterization (RHC). Total RV mass (including trabeculation) and compacted RV mass (excluding trabeculation) were measured on the end-diastolic CMR images using both semi-automated pixel-intensity-based thresholding and manual contouring techniques. (ii) A total of 15 healthy volunteers and 15 patients with known PH. Interobserver agreement and scan-scan reproducibility were evaluated for RV mass measurements using the semi-automated thresholding and manual contouring techniques. RESULTS: Total RV mass correlated more strongly with MPAP and PVR (r = 0.59 and 0.63) than compacted RV mass (r = 0.25 and 0.38). Using a diagnostic threshold of MPAP ≥ 25 mmHg, ROC analysis showed better performance for total RV mass (AUC 0.77 and 0.81) compared to compacted RV mass (AUC 0.61 and 0.66) when both parameters were indexed for LV mass. Semi-automated thresholding was twice as fast as manual contouring (p < 0.001). CONCLUSION: Using a semi-automated thresholding technique, inclusion of trabecular mass and indexing RV mass for LV mass (ventricular mass index), improves the diagnostic accuracy of CMR measurements in suspected PH. |
format | Online Article Text |
id | pubmed-9845927 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98459272023-01-19 Semi-automatic thresholding of RV trabeculation improves repeatability and diagnostic value in suspected pulmonary hypertension Macdonald, Alistair Salehi, Mahan Alabed, Samer Maiter, Ahmed Goh, Ze Ming Dwivedi, Krit Johns, Chris Cogliano, Marcella Alandejani, Faisal Condliffe, Robin Wild, James M. Kiely, David G. Garg, Pankaj Swift, Andrew J. Front Cardiovasc Med Cardiovascular Medicine OBJECTIVES: Right ventricle (RV) mass is an imaging biomarker of mean pulmonary artery pressure (MPAP) and pulmonary vascular resistance (PVR). Some methods of RV mass measurement on cardiac MRI (CMR) exclude RV trabeculation. This study assessed the reproducibility of measurement methods and evaluated whether the inclusion of trabeculation in RV mass affects diagnostic accuracy in suspected pulmonary hypertension (PH). MATERIALS AND METHODS: Two populations were enrolled prospectively. (i) A total of 144 patients with suspected PH who underwent CMR followed by right heart catheterization (RHC). Total RV mass (including trabeculation) and compacted RV mass (excluding trabeculation) were measured on the end-diastolic CMR images using both semi-automated pixel-intensity-based thresholding and manual contouring techniques. (ii) A total of 15 healthy volunteers and 15 patients with known PH. Interobserver agreement and scan-scan reproducibility were evaluated for RV mass measurements using the semi-automated thresholding and manual contouring techniques. RESULTS: Total RV mass correlated more strongly with MPAP and PVR (r = 0.59 and 0.63) than compacted RV mass (r = 0.25 and 0.38). Using a diagnostic threshold of MPAP ≥ 25 mmHg, ROC analysis showed better performance for total RV mass (AUC 0.77 and 0.81) compared to compacted RV mass (AUC 0.61 and 0.66) when both parameters were indexed for LV mass. Semi-automated thresholding was twice as fast as manual contouring (p < 0.001). CONCLUSION: Using a semi-automated thresholding technique, inclusion of trabecular mass and indexing RV mass for LV mass (ventricular mass index), improves the diagnostic accuracy of CMR measurements in suspected PH. Frontiers Media S.A. 2023-01-04 /pmc/articles/PMC9845927/ /pubmed/36684562 http://dx.doi.org/10.3389/fcvm.2022.1037385 Text en Copyright © 2023 Macdonald, Salehi, Alabed, Maiter, Goh, Dwivedi, Johns, Cogliano, Alandejani, Condliffe, Wild, Kiely, Garg and Swift. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cardiovascular Medicine Macdonald, Alistair Salehi, Mahan Alabed, Samer Maiter, Ahmed Goh, Ze Ming Dwivedi, Krit Johns, Chris Cogliano, Marcella Alandejani, Faisal Condliffe, Robin Wild, James M. Kiely, David G. Garg, Pankaj Swift, Andrew J. Semi-automatic thresholding of RV trabeculation improves repeatability and diagnostic value in suspected pulmonary hypertension |
title | Semi-automatic thresholding of RV trabeculation improves repeatability and diagnostic value in suspected pulmonary hypertension |
title_full | Semi-automatic thresholding of RV trabeculation improves repeatability and diagnostic value in suspected pulmonary hypertension |
title_fullStr | Semi-automatic thresholding of RV trabeculation improves repeatability and diagnostic value in suspected pulmonary hypertension |
title_full_unstemmed | Semi-automatic thresholding of RV trabeculation improves repeatability and diagnostic value in suspected pulmonary hypertension |
title_short | Semi-automatic thresholding of RV trabeculation improves repeatability and diagnostic value in suspected pulmonary hypertension |
title_sort | semi-automatic thresholding of rv trabeculation improves repeatability and diagnostic value in suspected pulmonary hypertension |
topic | Cardiovascular Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9845927/ https://www.ncbi.nlm.nih.gov/pubmed/36684562 http://dx.doi.org/10.3389/fcvm.2022.1037385 |
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