IEEE Trans Biomed Eng. 2022 Oct;69(10):3109-3118. doi: 10.1109/TBME.2022.3161725. Epub 2022 Sep 19.
The clinical significance of QT interval adaptation to heart rate changes has been poorly investigated in atrial fibrillation (AF), since QT delineation in the presence of f-waves is challenging. The objective of the present study is to investigate new techniques for QT adaptation estimation in permanent AF.
A multilead strategy based on periodic component analysis, to emphasize T-wave periodicity, is proposed for QT delineation. QT adaptation is modeled by a linear, time-invariant filter, which describes the dependence between the current QT interval and the preceding RR intervals, followed by a memoryless, nonlinear, function. The QT adaptation time lag is determined from the estimated impulse response.
Using simulated ECGs in permanent AF, the transformed lead was found to offer more accurate QT delineation and time lag estimation than did the original ECG leads for a wide range of f-wave amplitudes. In a population with chronic heart failure and permanent AF, the time lag estimated from the transformed lead was found to have the strongest, statistically significant association with sudden cardiac death (SCD) (hazard ratio = 3.49).
Periodic component analysis provides more accurate QT delineation and improves time lag estimation in AF. A prolonged QT adaptation time lag is associated with a high risk for SCD.
SCD risk markers originally developed for sinus rhythm can also be used in AF, provided that T-wave periodicity is emphasized. The time lag is a potentially useful biomarker for identifying patients at risk for SCD, guiding clinicians in adopting effective therapeutic decisions.
在心房颤动(AF)中,由于存在 f 波时 QT 间期的描绘具有挑战性,因此 QT 间期对心率变化的临床意义尚未得到充分研究。本研究旨在探讨在永久性 AF 中估计 QT 适应的新技术。
提出了一种基于周期性分量分析的多导联策略,以强调 T 波周期性,用于 QT 描绘。QT 适应通过线性、时不变滤波器建模,该滤波器描述当前 QT 间期与前 RR 间期之间的依赖关系,随后是无记忆、非线性函数。通过估计的脉冲响应确定 QT 适应时滞。
使用永久性 AF 中的模拟 ECG,发现转换导联比原始 ECG 导联在广泛的 f 波幅度范围内提供更准确的 QT 描绘和时滞估计。在患有慢性心力衰竭和永久性 AF 的人群中,从转换导联估计的时滞与心脏性猝死(SCD)的风险呈最强的统计学显著相关性(危险比=3.49)。
周期性分量分析提供了更准确的 QT 描绘并改善了 AF 中的时滞估计。QT 适应时间延长与 SCD 风险增加相关。
最初为窦性节律开发的 SCD 风险标志物也可以在 AF 中使用,前提是强调 T 波周期性。时滞是识别 SCD 风险患者的潜在有用生物标志物,指导临床医生做出有效的治疗决策。