Michal Schäfer, Michael V Di Maria, Matthew L Stone, Alex J Barker, Kody K Carmody, T Brett Reece, D Dunbar Ivy, James Jaggers, Max B Mitchell
{"title":"主成分分析确定了诺伍德手术后与单心室性能和血流质量相关的新主动脉直径变化。","authors":"Michal Schäfer, Michael V Di Maria, Matthew L Stone, Alex J Barker, Kody K Carmody, T Brett Reece, D Dunbar Ivy, James Jaggers, Max B Mitchell","doi":"10.1007/s10554-024-03282-w","DOIUrl":null,"url":null,"abstract":"<p><p>The purpose of this study was to investigate neo-aortic curvature and diameter variation using the principal component analysis in patients who underwent a Norwood procedure for hypoplastic left heart syndrome. We further assessed whether neo-aortic curvature and diameter features are associated with clinical outcomes, single right ventricle function and flow hemodynamic patterns derived by 4D-Flow MRI. 55 patients with Fontan circulation who underwent a Norwood procedure in infancy underwent cardiac MRI as part of surveillance of their Fontan circulation. Neo-aortic models segmented from the MRI angiography were subjected to principal component analysis. Principal component (PC) score values representing curvature and diameter variability were compared between patients with and without composite clinical event and correlated with standard cardiac hemodynamics. Fourteen patients experienced composite adverse clinical events. The PCs describing the variations in aortic curvature were not associated with cardiac MRI hemodynamics or clinical events. The diameter-based 2nd PC describing the degree of aortic tapering was significantly associated with the end-systolic volume index (R = 0.34, P = 0.011), ejection fraction (R = -0.44, P = 0.001), and viscous energy loss measured in the ascending aorta (R = 0.45, P = 0.009). High 2nd PC score values describing abrupt diameter changes were also associated with worse freedom from clinical events (P = 0.042). Neo-aortic shape variation described by gradual diameter tapering is strongly linked to better clinical and hemodynamic outcomes. Neo-aortic curvature and luminal trajectory seems to have less impact on the overall hemodynamics and long-term outcomes.</p>","PeriodicalId":94227,"journal":{"name":"The international journal of cardiovascular imaging","volume":" ","pages":"2603-2616"},"PeriodicalIF":0.0000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Principal component analysis identified neo-aortic diameter variations post Norwood surgery associated with the single ventricle performance and flow quality.\",\"authors\":\"Michal Schäfer, Michael V Di Maria, Matthew L Stone, Alex J Barker, Kody K Carmody, T Brett Reece, D Dunbar Ivy, James Jaggers, Max B Mitchell\",\"doi\":\"10.1007/s10554-024-03282-w\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The purpose of this study was to investigate neo-aortic curvature and diameter variation using the principal component analysis in patients who underwent a Norwood procedure for hypoplastic left heart syndrome. We further assessed whether neo-aortic curvature and diameter features are associated with clinical outcomes, single right ventricle function and flow hemodynamic patterns derived by 4D-Flow MRI. 55 patients with Fontan circulation who underwent a Norwood procedure in infancy underwent cardiac MRI as part of surveillance of their Fontan circulation. Neo-aortic models segmented from the MRI angiography were subjected to principal component analysis. Principal component (PC) score values representing curvature and diameter variability were compared between patients with and without composite clinical event and correlated with standard cardiac hemodynamics. Fourteen patients experienced composite adverse clinical events. The PCs describing the variations in aortic curvature were not associated with cardiac MRI hemodynamics or clinical events. The diameter-based 2nd PC describing the degree of aortic tapering was significantly associated with the end-systolic volume index (R = 0.34, P = 0.011), ejection fraction (R = -0.44, P = 0.001), and viscous energy loss measured in the ascending aorta (R = 0.45, P = 0.009). High 2nd PC score values describing abrupt diameter changes were also associated with worse freedom from clinical events (P = 0.042). Neo-aortic shape variation described by gradual diameter tapering is strongly linked to better clinical and hemodynamic outcomes. Neo-aortic curvature and luminal trajectory seems to have less impact on the overall hemodynamics and long-term outcomes.</p>\",\"PeriodicalId\":94227,\"journal\":{\"name\":\"The international journal of cardiovascular imaging\",\"volume\":\" \",\"pages\":\"2603-2616\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-12-01\",\"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/s10554-024-03282-w\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/11/7 0:00:00\",\"PubModel\":\"Epub\",\"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/s10554-024-03282-w","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/11/7 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
本研究的目的是利用主成分分析法研究因左心发育不全综合征而接受诺伍德手术的患者的新主动脉曲率和直径变化。我们进一步评估了新主动脉曲率和直径特征是否与临床结果、单右室功能和 4D 流磁共振成像得出的血流动力学模式相关。55 名在婴儿期接受诺伍德手术的丰坦循环患者接受了心脏核磁共振成像,作为丰坦循环监测的一部分。对从核磁共振血管造影中分割出的新主动脉模型进行了主成分分析。对发生和未发生复合临床事件的患者进行了代表曲率和直径变异性的主成分 (PC) 评分值比较,并将其与标准心脏血液动力学相关联。14名患者发生了综合不良临床事件。描述主动脉曲率变化的 PC 与心脏磁共振成像血液动力学或临床事件无关。描述主动脉变细程度的基于直径的第 2 PC 与收缩末容积指数(R = 0.34,P = 0.011)、射血分数(R = -0.44,P = 0.001)和升主动脉测量的粘性能量损失(R = 0.45,P = 0.009)显著相关。描述直径突然变化的第 2 PC 评分值较高也与较差的临床事件发生率有关(P = 0.042)。直径逐渐变细所描述的新主动脉形状变化与更好的临床和血流动力学预后密切相关。新主动脉曲率和管腔轨迹对整体血流动力学和长期预后的影响似乎较小。
Principal component analysis identified neo-aortic diameter variations post Norwood surgery associated with the single ventricle performance and flow quality.
The purpose of this study was to investigate neo-aortic curvature and diameter variation using the principal component analysis in patients who underwent a Norwood procedure for hypoplastic left heart syndrome. We further assessed whether neo-aortic curvature and diameter features are associated with clinical outcomes, single right ventricle function and flow hemodynamic patterns derived by 4D-Flow MRI. 55 patients with Fontan circulation who underwent a Norwood procedure in infancy underwent cardiac MRI as part of surveillance of their Fontan circulation. Neo-aortic models segmented from the MRI angiography were subjected to principal component analysis. Principal component (PC) score values representing curvature and diameter variability were compared between patients with and without composite clinical event and correlated with standard cardiac hemodynamics. Fourteen patients experienced composite adverse clinical events. The PCs describing the variations in aortic curvature were not associated with cardiac MRI hemodynamics or clinical events. The diameter-based 2nd PC describing the degree of aortic tapering was significantly associated with the end-systolic volume index (R = 0.34, P = 0.011), ejection fraction (R = -0.44, P = 0.001), and viscous energy loss measured in the ascending aorta (R = 0.45, P = 0.009). High 2nd PC score values describing abrupt diameter changes were also associated with worse freedom from clinical events (P = 0.042). Neo-aortic shape variation described by gradual diameter tapering is strongly linked to better clinical and hemodynamic outcomes. Neo-aortic curvature and luminal trajectory seems to have less impact on the overall hemodynamics and long-term outcomes.