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Clinical significance of the hemodynamic gain index in patients undergoing exercise stress testing and coronary computed tomography angiography
BACKGROUND: Many hemodynamic parameters provide limited information regarding obstructive coronary artery disease (CAD) during exercise stress testing particularly when exercise is suboptimal. Hemodynamic gain index (HGI) is a recent sensitive indicator of ischemia and has been associated with incre...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9898929/ https://www.ncbi.nlm.nih.gov/pubmed/36737711 http://dx.doi.org/10.1186/s12872-023-03088-z |
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author | Mansour, Mohamad Jihad Chammas, Elie Winkler, Michael AlJaroudi, Wael |
author_facet | Mansour, Mohamad Jihad Chammas, Elie Winkler, Michael AlJaroudi, Wael |
author_sort | Mansour, Mohamad Jihad |
collection | PubMed |
description | BACKGROUND: Many hemodynamic parameters provide limited information regarding obstructive coronary artery disease (CAD) during exercise stress testing particularly when exercise is suboptimal. Hemodynamic gain index (HGI) is a recent sensitive indicator of ischemia and has been associated with increased mortality. This study evaluated the clinical impact of HGI in patients who underwent concomitant exercise stress testing and coronary computed tomography angiography (CCTA). METHODS: A total of 284 consecutive patients from the executive health program between 2010 and 2018 were identified. Resting and peak heart rate (HR) as well as systolic blood pressure (SBP) measurements were recorded. Framingham risk score (FRS), Duke treadmill score (DTS) and HGI [Formula: see text] were calculated. The latter was divided into quartiles. CCTA was used as a reference test to detect any CAD. Multivariate analysis and artificial neural network were used to determine the independent predictors of obstructive CAD. RESULTS: Mean age was 53 ± 12 years with 83% male. Mean HGI was 1.74 ± 0.67, with cut-off value of severely blunted HGI ≤ 1.25 (Quartile 4). Patients with severely blunted HGI were older, had higher FRS, and worse DTS. Patients with obstructive CAD had lower HGI when compared to those with normal CCTA/non-obstructive CAD (1.36 ± 0.53 vs. 1.77 ± 0.67, P = 0.005), and showed a higher prevalence of severely blunted HGI (44% vs. 22%, P = 0.019). After adjusting for traditional risk factors, HGI remained an independent predictor of obstructive CAD while severely blunted HGI was associated with threefold increased odds of having obstructive CAD (P = 0.05). Using artificial intelligence analysis, severely blunted HGI independently predicted obstructive CAD with an area under the curve of 0.83 and 0.96, and normalized importance of HGI of 100% and 63%, respectively for different models. CONCLUSIONS: Among patients who underwent concomitant exercise stress testing and CCTA, severely blunted HGI independently predicted obstructive CAD after multivariate adjustment for traditional risk factors. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12872-023-03088-z. |
format | Online Article Text |
id | pubmed-9898929 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-98989292023-02-05 Clinical significance of the hemodynamic gain index in patients undergoing exercise stress testing and coronary computed tomography angiography Mansour, Mohamad Jihad Chammas, Elie Winkler, Michael AlJaroudi, Wael BMC Cardiovasc Disord Research BACKGROUND: Many hemodynamic parameters provide limited information regarding obstructive coronary artery disease (CAD) during exercise stress testing particularly when exercise is suboptimal. Hemodynamic gain index (HGI) is a recent sensitive indicator of ischemia and has been associated with increased mortality. This study evaluated the clinical impact of HGI in patients who underwent concomitant exercise stress testing and coronary computed tomography angiography (CCTA). METHODS: A total of 284 consecutive patients from the executive health program between 2010 and 2018 were identified. Resting and peak heart rate (HR) as well as systolic blood pressure (SBP) measurements were recorded. Framingham risk score (FRS), Duke treadmill score (DTS) and HGI [Formula: see text] were calculated. The latter was divided into quartiles. CCTA was used as a reference test to detect any CAD. Multivariate analysis and artificial neural network were used to determine the independent predictors of obstructive CAD. RESULTS: Mean age was 53 ± 12 years with 83% male. Mean HGI was 1.74 ± 0.67, with cut-off value of severely blunted HGI ≤ 1.25 (Quartile 4). Patients with severely blunted HGI were older, had higher FRS, and worse DTS. Patients with obstructive CAD had lower HGI when compared to those with normal CCTA/non-obstructive CAD (1.36 ± 0.53 vs. 1.77 ± 0.67, P = 0.005), and showed a higher prevalence of severely blunted HGI (44% vs. 22%, P = 0.019). After adjusting for traditional risk factors, HGI remained an independent predictor of obstructive CAD while severely blunted HGI was associated with threefold increased odds of having obstructive CAD (P = 0.05). Using artificial intelligence analysis, severely blunted HGI independently predicted obstructive CAD with an area under the curve of 0.83 and 0.96, and normalized importance of HGI of 100% and 63%, respectively for different models. CONCLUSIONS: Among patients who underwent concomitant exercise stress testing and CCTA, severely blunted HGI independently predicted obstructive CAD after multivariate adjustment for traditional risk factors. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12872-023-03088-z. BioMed Central 2023-02-03 /pmc/articles/PMC9898929/ /pubmed/36737711 http://dx.doi.org/10.1186/s12872-023-03088-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Mansour, Mohamad Jihad Chammas, Elie Winkler, Michael AlJaroudi, Wael Clinical significance of the hemodynamic gain index in patients undergoing exercise stress testing and coronary computed tomography angiography |
title | Clinical significance of the hemodynamic gain index in patients undergoing exercise stress testing and coronary computed tomography angiography |
title_full | Clinical significance of the hemodynamic gain index in patients undergoing exercise stress testing and coronary computed tomography angiography |
title_fullStr | Clinical significance of the hemodynamic gain index in patients undergoing exercise stress testing and coronary computed tomography angiography |
title_full_unstemmed | Clinical significance of the hemodynamic gain index in patients undergoing exercise stress testing and coronary computed tomography angiography |
title_short | Clinical significance of the hemodynamic gain index in patients undergoing exercise stress testing and coronary computed tomography angiography |
title_sort | clinical significance of the hemodynamic gain index in patients undergoing exercise stress testing and coronary computed tomography angiography |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9898929/ https://www.ncbi.nlm.nih.gov/pubmed/36737711 http://dx.doi.org/10.1186/s12872-023-03088-z |
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