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Diagnostic performance of coronary computed tomography (CT) angiography derived fractional flow reserve (CTFFR) in patients with coronary artery calcification: insights from multi-center experiments in China
BACKGROUND: Coronary computed tomography angiography (CCTA) is affected by calcification artifacts, which reduces its diagnostic efficacy. CT-derived fractional flow reserve (CTFFR) based on CCTA has been proven to be accurate in the diagnosis of non-calcified patients, but its clinical use in patie...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9372659/ https://www.ncbi.nlm.nih.gov/pubmed/35965817 http://dx.doi.org/10.21037/atm-22-3180 |
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author | Tao, Ying Gao, Yulong Wu, Xiangyu Cheng, Yutong Yan, Xianliang Gao, Yun Liu, Yuqi Tang, Yida Li, Zhizhong |
author_facet | Tao, Ying Gao, Yulong Wu, Xiangyu Cheng, Yutong Yan, Xianliang Gao, Yun Liu, Yuqi Tang, Yida Li, Zhizhong |
author_sort | Tao, Ying |
collection | PubMed |
description | BACKGROUND: Coronary computed tomography angiography (CCTA) is affected by calcification artifacts, which reduces its diagnostic efficacy. CT-derived fractional flow reserve (CTFFR) based on CCTA has been proven to be accurate in the diagnosis of non-calcified patients, but its clinical use in patients with calcified coronary artery disease remains to be investigated. The purpose of this study was to determine the effect of coronary artery calcification on CTFFR. METHODS: CCTA, coronary angiography, and FFR were performed on 128 patients in three clinical medical centers. Local investigators performed an assessment of stenosis for CCTA and the core laboratory performed the CTFFR calculations. CTFFR ≤0.8 and diameter stenosis ≥50% for CCTA was identified as lesion-specific ischemia. The diagnostic performance of CTFFR in identifying the diagnostic sensitivity, specificity, and accuracy was analyzed using an invasive FFR ≤0.8 as the gold standard. We compared the diagnostic performances between CTFFR and CCTA according to the level of calcification. We divided patients into four groups based on the coronary artery calcification score [coronary artery calcification score (CACS) =0, >0 to <100, ≥100 to <400, and ≥400]. RESULTS: The Youden index indicated an optimal threshold of 0.80 for CTFFR to identify functionally ischemic lesions. The sensitivity, specificity, accuracy, positive predictive value (PPV), negative predictive value (NPV), and area under receiver operating characteristic curve (AUC) for CTFFR on a per-patient basis were 90% (80–96%), 98% (92–99%), 94% (89–97%), 98% (91–99%), 92% (83–97%), and 96.9% (94.2–99.6%), respectively. Compared to CCTA, CTFFR had a higher specificity, accuracy, PPV, NPV, and AUC in both the low to intermediate calcification group and the high calcification group. The diagnostic efficacy of CTFFR was higher than that of CCTA without the influence of calcification. CONCLUSIONS: This Chinese multi-center study showed that CTFFR based on novel computational fluid dynamics (CFD) modeling demonstrated very high diagnostic efficacy compared to the invasive measurement of FFR in all lesions suspected coronary artery disease (CAD). Of particular note are the high specificity, sensitivity, and accuracy of CTFFR, even in patients with calcification, which were significantly better than previous CCTA assessments. |
format | Online Article Text |
id | pubmed-9372659 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-93726592022-08-13 Diagnostic performance of coronary computed tomography (CT) angiography derived fractional flow reserve (CTFFR) in patients with coronary artery calcification: insights from multi-center experiments in China Tao, Ying Gao, Yulong Wu, Xiangyu Cheng, Yutong Yan, Xianliang Gao, Yun Liu, Yuqi Tang, Yida Li, Zhizhong Ann Transl Med Original Article BACKGROUND: Coronary computed tomography angiography (CCTA) is affected by calcification artifacts, which reduces its diagnostic efficacy. CT-derived fractional flow reserve (CTFFR) based on CCTA has been proven to be accurate in the diagnosis of non-calcified patients, but its clinical use in patients with calcified coronary artery disease remains to be investigated. The purpose of this study was to determine the effect of coronary artery calcification on CTFFR. METHODS: CCTA, coronary angiography, and FFR were performed on 128 patients in three clinical medical centers. Local investigators performed an assessment of stenosis for CCTA and the core laboratory performed the CTFFR calculations. CTFFR ≤0.8 and diameter stenosis ≥50% for CCTA was identified as lesion-specific ischemia. The diagnostic performance of CTFFR in identifying the diagnostic sensitivity, specificity, and accuracy was analyzed using an invasive FFR ≤0.8 as the gold standard. We compared the diagnostic performances between CTFFR and CCTA according to the level of calcification. We divided patients into four groups based on the coronary artery calcification score [coronary artery calcification score (CACS) =0, >0 to <100, ≥100 to <400, and ≥400]. RESULTS: The Youden index indicated an optimal threshold of 0.80 for CTFFR to identify functionally ischemic lesions. The sensitivity, specificity, accuracy, positive predictive value (PPV), negative predictive value (NPV), and area under receiver operating characteristic curve (AUC) for CTFFR on a per-patient basis were 90% (80–96%), 98% (92–99%), 94% (89–97%), 98% (91–99%), 92% (83–97%), and 96.9% (94.2–99.6%), respectively. Compared to CCTA, CTFFR had a higher specificity, accuracy, PPV, NPV, and AUC in both the low to intermediate calcification group and the high calcification group. The diagnostic efficacy of CTFFR was higher than that of CCTA without the influence of calcification. CONCLUSIONS: This Chinese multi-center study showed that CTFFR based on novel computational fluid dynamics (CFD) modeling demonstrated very high diagnostic efficacy compared to the invasive measurement of FFR in all lesions suspected coronary artery disease (CAD). Of particular note are the high specificity, sensitivity, and accuracy of CTFFR, even in patients with calcification, which were significantly better than previous CCTA assessments. AME Publishing Company 2022-07 /pmc/articles/PMC9372659/ /pubmed/35965817 http://dx.doi.org/10.21037/atm-22-3180 Text en 2022 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Tao, Ying Gao, Yulong Wu, Xiangyu Cheng, Yutong Yan, Xianliang Gao, Yun Liu, Yuqi Tang, Yida Li, Zhizhong Diagnostic performance of coronary computed tomography (CT) angiography derived fractional flow reserve (CTFFR) in patients with coronary artery calcification: insights from multi-center experiments in China |
title | Diagnostic performance of coronary computed tomography (CT) angiography derived fractional flow reserve (CTFFR) in patients with coronary artery calcification: insights from multi-center experiments in China |
title_full | Diagnostic performance of coronary computed tomography (CT) angiography derived fractional flow reserve (CTFFR) in patients with coronary artery calcification: insights from multi-center experiments in China |
title_fullStr | Diagnostic performance of coronary computed tomography (CT) angiography derived fractional flow reserve (CTFFR) in patients with coronary artery calcification: insights from multi-center experiments in China |
title_full_unstemmed | Diagnostic performance of coronary computed tomography (CT) angiography derived fractional flow reserve (CTFFR) in patients with coronary artery calcification: insights from multi-center experiments in China |
title_short | Diagnostic performance of coronary computed tomography (CT) angiography derived fractional flow reserve (CTFFR) in patients with coronary artery calcification: insights from multi-center experiments in China |
title_sort | diagnostic performance of coronary computed tomography (ct) angiography derived fractional flow reserve (ctffr) in patients with coronary artery calcification: insights from multi-center experiments in china |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9372659/ https://www.ncbi.nlm.nih.gov/pubmed/35965817 http://dx.doi.org/10.21037/atm-22-3180 |
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