Andrea Barbieri, Vera Laus, Francesca Bursi, Silvia Bonatti, Mattia Malaguti, Matteo Paolini, Giuseppe Boriani
{"title":"自动机器学习3D超声心动图在中重度主动脉瓣狭窄和射血分数正常患者中低血流状态的患病率。","authors":"Andrea Barbieri, Vera Laus, Francesca Bursi, Silvia Bonatti, Mattia Malaguti, Matteo Paolini, Giuseppe Boriani","doi":"10.1007/s10554-025-03398-7","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>In aortic valve stenosis (AS), measurement of stroke volume index (SVi) by the 2D Doppler- technique is required to calculate the aortic valve area (AVA) and determine flow status but is prone to systematic errors.</p><p><strong>Purpose: </strong>To investigate the prevalence of low-flow (LF) state (SVi ≤ 35 ml/m<sup>2</sup>) in patients with AS and concurrent SVi quantification by a validated 3D left ventricular volumetric method and standard 2D Doppler methods and its potential repercussions on flow status reclassification.</p><p><strong>Methods: </strong>Consecutive patients with moderate or severe AS (≤1.5 cm<sup>2</sup> by continuity equation) and ejection fraction ≥ 50% underwent concurrent Dynamic Heart Model (DHM) evaluation with larger settings of the boundary detection sliders (end-diastolic position = 60/60; end-systolic position = 30/30).</p><p><strong>Results: </strong>We included 57 patients (median 78 years [70-85]); 40% were women. The mean AVA was 1.03 ± 0.37 cm<sup>2</sup>, median 1.00 [0.73-1.20] cm<sup>2</sup>. We found a significant but modest correlation between SVi assessed by DHM and 2D Doppler (Pearson corr.=0.48, p < 0.001). In the 25 patients with severe AS (AVA < 1 cm<sup>2</sup>) subgroup, 75% of patients categorized as LF by 2D Doppler were reclassified as normal flow by DHM. The observed proportion of overall agreement in these patients was 60% (Cohen's kappa = 0.178, p = 0.238), without significant correlation (Pearson coeff.: 0.358; p = 0.166).</p><p><strong>Conclusions: </strong>In patients with moderate or severe AS and normal EF, the prevalence of LF state defined as SVi ≤ 35 ml/m<sup>2</sup> may be significantly lower than previously reported when the LV volumetric metrics by DHM are employed, and the AVA is close to the replacement referral cut-off.</p>","PeriodicalId":94227,"journal":{"name":"The international journal of cardiovascular imaging","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Prevalence of low-flow state by automated machine-learning 3D echocardiography in patients with moderate-to-severe aortic stenosis and normal ejection-fraction.\",\"authors\":\"Andrea Barbieri, Vera Laus, Francesca Bursi, Silvia Bonatti, Mattia Malaguti, Matteo Paolini, Giuseppe Boriani\",\"doi\":\"10.1007/s10554-025-03398-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>In aortic valve stenosis (AS), measurement of stroke volume index (SVi) by the 2D Doppler- technique is required to calculate the aortic valve area (AVA) and determine flow status but is prone to systematic errors.</p><p><strong>Purpose: </strong>To investigate the prevalence of low-flow (LF) state (SVi ≤ 35 ml/m<sup>2</sup>) in patients with AS and concurrent SVi quantification by a validated 3D left ventricular volumetric method and standard 2D Doppler methods and its potential repercussions on flow status reclassification.</p><p><strong>Methods: </strong>Consecutive patients with moderate or severe AS (≤1.5 cm<sup>2</sup> by continuity equation) and ejection fraction ≥ 50% underwent concurrent Dynamic Heart Model (DHM) evaluation with larger settings of the boundary detection sliders (end-diastolic position = 60/60; end-systolic position = 30/30).</p><p><strong>Results: </strong>We included 57 patients (median 78 years [70-85]); 40% were women. The mean AVA was 1.03 ± 0.37 cm<sup>2</sup>, median 1.00 [0.73-1.20] cm<sup>2</sup>. We found a significant but modest correlation between SVi assessed by DHM and 2D Doppler (Pearson corr.=0.48, p < 0.001). In the 25 patients with severe AS (AVA < 1 cm<sup>2</sup>) subgroup, 75% of patients categorized as LF by 2D Doppler were reclassified as normal flow by DHM. The observed proportion of overall agreement in these patients was 60% (Cohen's kappa = 0.178, p = 0.238), without significant correlation (Pearson coeff.: 0.358; p = 0.166).</p><p><strong>Conclusions: </strong>In patients with moderate or severe AS and normal EF, the prevalence of LF state defined as SVi ≤ 35 ml/m<sup>2</sup> may be significantly lower than previously reported when the LV volumetric metrics by DHM are employed, and the AVA is close to the replacement referral cut-off.</p>\",\"PeriodicalId\":94227,\"journal\":{\"name\":\"The international journal of cardiovascular imaging\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-04-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The international journal of cardiovascular imaging\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1007/s10554-025-03398-7\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The international journal of cardiovascular imaging","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s10554-025-03398-7","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Prevalence of low-flow state by automated machine-learning 3D echocardiography in patients with moderate-to-severe aortic stenosis and normal ejection-fraction.
Background: In aortic valve stenosis (AS), measurement of stroke volume index (SVi) by the 2D Doppler- technique is required to calculate the aortic valve area (AVA) and determine flow status but is prone to systematic errors.
Purpose: To investigate the prevalence of low-flow (LF) state (SVi ≤ 35 ml/m2) in patients with AS and concurrent SVi quantification by a validated 3D left ventricular volumetric method and standard 2D Doppler methods and its potential repercussions on flow status reclassification.
Methods: Consecutive patients with moderate or severe AS (≤1.5 cm2 by continuity equation) and ejection fraction ≥ 50% underwent concurrent Dynamic Heart Model (DHM) evaluation with larger settings of the boundary detection sliders (end-diastolic position = 60/60; end-systolic position = 30/30).
Results: We included 57 patients (median 78 years [70-85]); 40% were women. The mean AVA was 1.03 ± 0.37 cm2, median 1.00 [0.73-1.20] cm2. We found a significant but modest correlation between SVi assessed by DHM and 2D Doppler (Pearson corr.=0.48, p < 0.001). In the 25 patients with severe AS (AVA < 1 cm2) subgroup, 75% of patients categorized as LF by 2D Doppler were reclassified as normal flow by DHM. The observed proportion of overall agreement in these patients was 60% (Cohen's kappa = 0.178, p = 0.238), without significant correlation (Pearson coeff.: 0.358; p = 0.166).
Conclusions: In patients with moderate or severe AS and normal EF, the prevalence of LF state defined as SVi ≤ 35 ml/m2 may be significantly lower than previously reported when the LV volumetric metrics by DHM are employed, and the AVA is close to the replacement referral cut-off.