Patient-specific Fluid Dynamical Evaluation of Hypoplastic Left Heart Syndrome Surgical Treatment

G. D'Avenio, A. Secinaro, A. Amodeo, M. Grigioni
{"title":"Patient-specific Fluid Dynamical Evaluation of Hypoplastic Left Heart Syndrome Surgical Treatment","authors":"G. D'Avenio, A. Secinaro, A. Amodeo, M. Grigioni","doi":"10.1109/MELECON48756.2020.9140649","DOIUrl":null,"url":null,"abstract":"Background: Hypoplastic Left Heart Syndrome (HLHS) is a congenital condition which can severely impair the subject’s health. This syndrome, if left untreated, is charactereized by a high mortality. In subjects with HLHS, the left ventricle is underdeveloped or, in the worst cases, not functional at all: this condition evidently hampers the circulatory support usually exerted by the ventricle. Starting from the 1980s, the clinical option for a treatment (or, more precisely, a palliation) of the HLHS subject has been given by exploiting the right ventricle in order to support systemic circulation (usually supported by the left ventricle). This has been realized with a multi-step approach, with different surgical operations, the final step being the realization of the Total Cavopulmonary Connection (TCPC), with the venae cavae directly connected to the pulmonary arteries. Since the complexity of the condition, it is not surprising that a multidisciplinary approach is required; in particular, the necessity of minimizing the power lost in the connection is essential. The objective of this study is to characterize hemodynamically a HLHS subject, previously operated on at the Bambino Gesù Children's Hospital (Rome).Methods: The diagnostic MRI sets of the subject, obtained at follow-up, were analyzed using image processing software. The binarization of the images, required to label the blood domain, was performed via two-level thresholding, thus labeling the blood domain of the compartments of interest. A manual processing of the resulting volume was needed to isolate as much as possible the blood compartment from the rest of the anatomy, though, since two constant thresholds are generally insufficient to perfectly segment vessels throughout the image. The blood compartment volume was then discretized, using an unstructured mesh (more than 1 million tetrahedral cells). Suitable boundary conditions (BC) were set, using clinical data obtained in the follow-up. A computational fluid dynamics (CFD) study was executed, using the mathematical model of the anatomy and the boundary conditions, in stationary conditions.Results: The morphology of the calculated flow field was highly dependent on the closeness of the IVC and SVC anastomoses to the right pulmonary bifurcation: this entailed a complex flow field, with the pathlines’ direction showing large deviations, in particular along the path from the inferior vena cava to the inferior branch of the right pulmonary artery. The analysis of the pathlines demonstrated that the IVC flow (carrying hepatic factors from the liver) contributes to either RPA branch, as well as to the LPA. This has clinical relevance, considering that the hepatic factors carried by the IVC flow are essential for the physiological growth of the vessels. The good hemodynamical performance of the connection is also confirmed by its high hydraulic efficiency (94%).Conclusion: Patient-specific studies of HLHS or other relevant congenital pathologies are useful for evaluating the hemodynamical outcome of the affected subject at follow-up, verifying the fluid dynamical features at very fine spatiotemporal scales, otherwise unattainable by the current diagnostic techniques.","PeriodicalId":268311,"journal":{"name":"2020 IEEE 20th Mediterranean Electrotechnical Conference ( MELECON)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 20th Mediterranean Electrotechnical Conference ( MELECON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MELECON48756.2020.9140649","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Hypoplastic Left Heart Syndrome (HLHS) is a congenital condition which can severely impair the subject’s health. This syndrome, if left untreated, is charactereized by a high mortality. In subjects with HLHS, the left ventricle is underdeveloped or, in the worst cases, not functional at all: this condition evidently hampers the circulatory support usually exerted by the ventricle. Starting from the 1980s, the clinical option for a treatment (or, more precisely, a palliation) of the HLHS subject has been given by exploiting the right ventricle in order to support systemic circulation (usually supported by the left ventricle). This has been realized with a multi-step approach, with different surgical operations, the final step being the realization of the Total Cavopulmonary Connection (TCPC), with the venae cavae directly connected to the pulmonary arteries. Since the complexity of the condition, it is not surprising that a multidisciplinary approach is required; in particular, the necessity of minimizing the power lost in the connection is essential. The objective of this study is to characterize hemodynamically a HLHS subject, previously operated on at the Bambino Gesù Children's Hospital (Rome).Methods: The diagnostic MRI sets of the subject, obtained at follow-up, were analyzed using image processing software. The binarization of the images, required to label the blood domain, was performed via two-level thresholding, thus labeling the blood domain of the compartments of interest. A manual processing of the resulting volume was needed to isolate as much as possible the blood compartment from the rest of the anatomy, though, since two constant thresholds are generally insufficient to perfectly segment vessels throughout the image. The blood compartment volume was then discretized, using an unstructured mesh (more than 1 million tetrahedral cells). Suitable boundary conditions (BC) were set, using clinical data obtained in the follow-up. A computational fluid dynamics (CFD) study was executed, using the mathematical model of the anatomy and the boundary conditions, in stationary conditions.Results: The morphology of the calculated flow field was highly dependent on the closeness of the IVC and SVC anastomoses to the right pulmonary bifurcation: this entailed a complex flow field, with the pathlines’ direction showing large deviations, in particular along the path from the inferior vena cava to the inferior branch of the right pulmonary artery. The analysis of the pathlines demonstrated that the IVC flow (carrying hepatic factors from the liver) contributes to either RPA branch, as well as to the LPA. This has clinical relevance, considering that the hepatic factors carried by the IVC flow are essential for the physiological growth of the vessels. The good hemodynamical performance of the connection is also confirmed by its high hydraulic efficiency (94%).Conclusion: Patient-specific studies of HLHS or other relevant congenital pathologies are useful for evaluating the hemodynamical outcome of the affected subject at follow-up, verifying the fluid dynamical features at very fine spatiotemporal scales, otherwise unattainable by the current diagnostic techniques.
左心发育不全综合征手术治疗的患者特异性流体动力学评价
背景:左心发育不全综合征(HLHS)是一种严重损害人体健康的先天性疾病。如果不及时治疗,这种综合征的特点是死亡率高。在HLHS患者中,左心室发育不全,在最坏的情况下,完全没有功能:这种情况明显阻碍了通常由心室发挥的循环支持作用。从20世纪80年代开始,HLHS患者的临床治疗选择(或者更准确地说,缓解)已经通过利用右心室来支持体循环(通常由左心室支持)。这是通过多步骤的方法来实现的,通过不同的外科手术,最后一步是实现全腔静脉连接(TCPC),将腔静脉直接连接到肺动脉。由于病情的复杂性,需要多学科方法并不奇怪;特别是,必须尽量减少连接中的功率损失。本研究的目的是描述先前在Bambino Gesù儿童医院(罗马)手术的HLHS患者的血流动力学特征。方法:采用图像处理软件对随访时获得的被试诊断MRI影像进行分析。标记血液域所需的图像二值化通过两级阈值进行,从而标记感兴趣的隔室的血液域。然而,由于两个恒定的阈值通常不足以完美地分割整个图像中的血管,因此需要对所得体积进行人工处理,以尽可能地将血室与其他解剖结构隔离开来。然后使用非结构化网格(超过100万个四面体细胞)将血室体积离散化。根据随访中获得的临床数据,设置合适的边界条件(BC)。在固定条件下,利用解剖和边界条件的数学模型进行了计算流体动力学(CFD)研究。结果:计算的流场形态高度依赖于下腔静脉和SVC吻合口与右肺分叉的紧密程度,这导致了一个复杂的流场,路径方向偏差较大,特别是从下腔静脉到右肺下支的路径。对这些通路的分析表明,下腔静脉流动(从肝脏携带肝因子)对RPA分支和LPA都有贡献。考虑到下腔静脉流动所携带的肝脏因子对血管的生理生长至关重要,这具有临床意义。高水力效率(94%)也证实了该接头良好的血流动力学性能。结论:对HLHS或其他相关先天性病理的患者特异性研究有助于在随访中评估受影响受试者的血流动力学结果,在非常精细的时空尺度上验证流体动力学特征,否则目前的诊断技术无法实现。
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
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:604180095
Book学术官方微信