Right Ventricular Shape Distortion in Tricuspid Regurgitation.

Computing in cardiology Pub Date : 2020-09-01 Epub Date: 2021-02-10 DOI:10.22489/cinc.2020.346
Ashley E Morgan, Atefeh Kashani, Brian Zenger, Lindsay C Rupp, Maura D Perez, Markus D Foote, Alan K Morris, Mark B Ratcliffe, Jiwon J Kim, Jonathan W Weinsaft, Vikas Sharma, Rob S MacLeod, Shireen Elhabian
{"title":"Right Ventricular Shape Distortion in Tricuspid Regurgitation.","authors":"Ashley E Morgan, Atefeh Kashani, Brian Zenger, Lindsay C Rupp, Maura D Perez, Markus D Foote, Alan K Morris, Mark B Ratcliffe, Jiwon J Kim, Jonathan W Weinsaft, Vikas Sharma, Rob S MacLeod, Shireen Elhabian","doi":"10.22489/cinc.2020.346","DOIUrl":null,"url":null,"abstract":"<p><p>Tricuspid regurgitation (TR) is a failure in right-sided AV valve function which, if left untreated, leads to marked cardiac shape changes and heart failure. However, the specific right ventricular shape changes resulting from TR are unknown. The goal of this study is to characterize the RV shape changes of patients with severe TR. RVs were segmented from CINE MRI images. Using particle-based shape modeling (PSM), a dense set of homologous landmarks were placed with geometric consistency on the endocardial surface of each RV, via an entropy-based optimization of the information content of the shape model. Principal component analysis (PCA) identified the significant modes of shape variation across the population. These modes were used to create a patient-prediction model. 32 patients and 6 healthy controls were studied. The mean RV shape of TR patients demonstrated increased sphericity relative to controls, with the three most dominant modes of variation showing significant widening of the short axis of the heart, narrowing of the base at the RV outflow tract (RVOT), and blunting of the RV apex. By PCA, shape changes based on the first three modes of variation correctly identified patient vs. control hearts 86.5% of the time. The shape variation may further illuminate the mechanics of TR-induced RV failure and recovery, providing potential targets for therapies including novel devices and surgical interventions.</p>","PeriodicalId":72683,"journal":{"name":"Computing in cardiology","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7992117/pdf/nihms-1677201.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computing in cardiology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.22489/cinc.2020.346","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2021/2/10 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Tricuspid regurgitation (TR) is a failure in right-sided AV valve function which, if left untreated, leads to marked cardiac shape changes and heart failure. However, the specific right ventricular shape changes resulting from TR are unknown. The goal of this study is to characterize the RV shape changes of patients with severe TR. RVs were segmented from CINE MRI images. Using particle-based shape modeling (PSM), a dense set of homologous landmarks were placed with geometric consistency on the endocardial surface of each RV, via an entropy-based optimization of the information content of the shape model. Principal component analysis (PCA) identified the significant modes of shape variation across the population. These modes were used to create a patient-prediction model. 32 patients and 6 healthy controls were studied. The mean RV shape of TR patients demonstrated increased sphericity relative to controls, with the three most dominant modes of variation showing significant widening of the short axis of the heart, narrowing of the base at the RV outflow tract (RVOT), and blunting of the RV apex. By PCA, shape changes based on the first three modes of variation correctly identified patient vs. control hearts 86.5% of the time. The shape variation may further illuminate the mechanics of TR-induced RV failure and recovery, providing potential targets for therapies including novel devices and surgical interventions.

三尖瓣反流的右心室形状变形
三尖瓣反流(TR)是右侧房室瓣功能衰竭的一种表现,如果不及时治疗,会导致明显的心脏形态改变和心力衰竭。然而,TR 导致的具体右心室形态变化尚不清楚。本研究的目的是描述严重 TR 患者右心室形态变化的特征。研究人员从 CINE MRI 图像中分割出右心室。使用基于粒子的形状建模(PSM),通过对形状模型的信息含量进行基于熵的优化,在每个 RV 的心内膜表面放置一组具有几何一致性的密集同源地标。主成分分析(PCA)确定了整个人群形状变化的重要模式。这些模式被用于创建患者预测模型。对 32 名患者和 6 名健康对照组进行了研究。与对照组相比,TR 患者的平均 RV 形状显示出更大的球形性,三种最主要的变化模式显示心脏短轴明显变宽、RV 流出道(RVOT)处的基底变窄以及 RV 心尖变钝。通过 PCA,基于前三种变异模式的形状变化在 86.5% 的情况下能正确识别患者与对照组心脏。形状变化可进一步阐明 TR 诱导的 RV 衰竭和恢复的机理,为包括新型设备和手术干预在内的疗法提供潜在目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
1.10
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信