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Nondipolar Content of Cardiac Magnetic Field Maps in Patients after ST Elevation Myocardial Infarction

机译:ST段抬高型心肌梗死后患者心脏磁场图的非偶极含量

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Electrophysiological changes occurring in the context of coronary artery disease (CAD) have been investigated using magnetocardiography. Various approaches have been developed and studied which quantify different aspects of the magnetic signals and reconstructed magnetic field maps (MFM). In this work, we compare the coherence of MFM by determining their relative nondipolar content on the basis of the Karhunen-Loeve transformation in healthy subjects and patients with acute ST elevation myocardial infarction (STEMI). Magnetocardiograms were obtained for 3 minutes in 31 healthy subjects and 75 STEMI patients using a 61 channel biomagnetometer. For each subject, the signals of ~S0 beats of similar duration were averaged. Integral maps were calculated for 6 different segments of the QRST interval. For each segment 12 eigenmaps were constructed using Karhunen-Loeve transform. Nondipolar content was determined as percentage of the contribution of all eigenvectors beyond the third. The results showed that the nondipolar content of the MFM was generally increased in the patient group. Discriminatory power of each segment was assessed by the area under the curve (AUC) of the receiver operating characteristic. Results showed that the AUC was highest during repolarization: ST segment 74%, T wave 78% , terminal T wave 77% (p<0.001). Depolarization segments discriminated poorly (QRS, R peak: -50%). Furthermore, maps with dipolar content (maps 1-3) permitted excellent discrimination with AUCs > 90% for the T wave (p<0.001). The results indicate that the nondipolar content of MFM in patients with acute symptoms of CAD increases particularly during repolarization. However T wave coherence in the dipolar maps differed even more so between healthy subjects and patients with myocardial infarction. Principal component analysis of cardiac MFM using the Karhunen-Loeve transform may thus be helpful in the surveillance of patients with CAD.
机译:已经使用心动描记法研究了在冠状动脉疾病(CAD)背景下发生的电生理变化。已经开发和研究了各种方法,这些方法量化了磁信号和重构磁场图(MFM)的不同方面。在这项工作中,我们通过在健康受试者和急性ST段抬高型心肌梗死(STEMI)患者的Karhunen-Loeve变换的基础上确定其相对非偶极含量,比较MFM的相干性。使用61通道生物磁强计在31名健康受试者和75名STEMI患者中获得了3分钟的心电图。对于每个受试者,将类似持续时间的〜S0次心跳的信号平均。为QRST间隔的6个不同部分计算了积分图。对于每个分段,使用Karhunen-Loeve变换构造了12个特征图。非偶极子含量被确定为所有特征向量在第三个以外的贡献的百分比。结果显示,患者组中MFM的非偶极含量通常增加。通过接收器工作特性曲线下的面积(AUC)来评估每个段的区分能力。结果表明,复极化期间的AUC最高:ST段74%,T波78%,终末T波77%(p <0.001)。去极化段的区分不佳(QRS,R峰值:-50%)。此外,具有偶极含量的图(图1-3)允许对T波进行出色的区分,其中AUC> 90%(p <0.001)。结果表明,患有CAD急性症状的患者中MFM的非偶极含量增加,尤其是在复极期间。但是,健康受试者与患有心肌梗塞的患者之间偶极图中的T波相干性甚至更大。因此,使用Karhunen-Loeve变换对心脏MFM进行主成分分析可能有助于监视CAD患者。

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