Experimental Validation of a Novel Extracellular-Based Source Representation of Acute Myocardial Ischemia.

Computing in cardiology Pub Date : 2020-09-01 Epub Date: 2021-02-10 DOI:10.22489/cinc.2020.190
Brian Zenger, Jake A Bergquist, Wilson W Good, Lindsay C Rupp, Rob S MacLeod
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Abstract

Electrocardiographic imaging (ECGI) based detection of myocardial ischemia requires an accurate formulation of the source model, which includes a relationship between extracellular and transmembrane potentials (TMPs). In this study, we used high-resolution intramural experimental recordings and forward modeling to examine the relationship between extracellular potentials and TMPs during myocardial ischemia. We measured extracellular electro-grams from intramural plunge needle arrays during seven controlled ischemia episodes in an animal model. We used three TMP source representations: (1) parameterized and distance-based (defined previously), (2) extracellular-based linear transform, and (3) extracellular-based sigmoidal transform. TMPs for each source formulation were then used to compute extracellular potentials by calculating the passive bidomain forward solution throughout the myocardium. We compared measured and computed potentials. Linear and sigmoidal approaches produced improved results compared to the parameterized method. The RMSE, SC, and TC of linear, sigmoidal, and parameterized methods were 0.85 mV, 1.21 mV, and 3.37 mV; 0.91, 0.88, and 0.47; 0.90, 0.77, and 0.33 respectively. We found extracellular-based calculations of TMPs produced superior forward computations compared to parameterized zones.

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一种新的基于细胞外的急性心肌缺血源表征的实验验证。
基于心电图成像(ECGI)的心肌缺血检测需要准确的源模型公式,其中包括细胞外电位和跨膜电位(TMPs)之间的关系。在这项研究中,我们使用高分辨率的内部实验记录和正演模型来研究心肌缺血时细胞外电位和TMPs之间的关系。在动物模型中,我们测量了7次控制性缺血发作期间内径穿刺针阵列的细胞外电图。我们使用了三种TMP源表示:(1)参数化和基于距离的(先前定义的),(2)基于细胞外的线性变换,(3)基于细胞外的s型变换。然后,通过计算整个心肌的被动双域正向溶液,使用每种源制剂的TMPs来计算细胞外电位。我们比较了测量电位和计算电位。与参数化方法相比,线性和s型方法产生了更好的结果。线性、s形和参数化方法的RMSE、SC和TC分别为0.85 mV、1.21 mV和3.37 mV;0.91、0.88、0.47;分别为0.90、0.77、0.33。我们发现,与参数化区域相比,基于细胞外的TMPs计算产生了更好的正演计算。
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