University of Manchester, School of Computer Science, Manchester, UK.
J Am Med Inform Assoc. 2019 May 1;26(5):404-411. doi: 10.1093/jamia/ocy183.
The study sought to quantify a layperson's ability to detect drug-induced QT interval prolongation on an electrocardiogram (ECG) and determine whether the presentation of the trace affects such detection.
Thirty layperson participants took part in a psychophysical and eye-tracking experiment. Following training, participants completed 21 experimental trials, in which each trial consisted of 2 ECGs (a baseline and a comparison stimulus, both with a heart rate of 60 beats/min). The experiment used a 1 alternative forced-choice paradigm, in which participants indicated whether or not they perceived a difference in the QT interval length between the 2 ECGs. The ECG trace was presented in 3 ways: a single complex with the signals aligned by the R wave, a single complex without alignment, and a 10-second rhythm strip. Performance was analyzed using the psychometric function to estimate the just noticeable difference threshold, along with eye-tracking metrics.
The just noticeable difference 50% and 75% thresholds were 30 and 88 ms, respectively, showing that the majority of laypeople were able to detect a clinically significant QT-prolongation at a low normal heart rate. Eye movement data indicated that people were more likely to appraise the rhythm strip stimulus systematically and accurately.
People can quickly be trained to self-monitor, which may help with more rapid identification of drug-induced long QT syndrome and prevent the development of life-threatening complications. The rhythm strip is a better form of presentation than a single complex, as it is less likely to be misinterpreted due to artifacts in the signal.
本研究旨在量化非专业人士在心电图(ECG)上检测药物引起的 QT 间期延长的能力,并确定迹线的呈现是否会影响这种检测。
30 名非专业参与者参加了一项心理物理学和眼动追踪实验。经过培训后,参与者完成了 21 项实验,每项实验包括 2 份心电图(基线和比较刺激,心率均为 60 次/分钟)。实验采用 1 种替代强迫选择范式,参与者根据心电图 2 之间 QT 间期长度的差异指示是否感觉到差异。心电图迹线以 3 种方式呈现:单个复合信号与 R 波对齐,单个复合信号无对齐,以及 10 秒节律带。使用心理物理函数分析性能,以估计可察觉差异阈值,以及眼动追踪指标。
可察觉差异的 50%和 75%阈值分别为 30 和 88ms,这表明大多数非专业人士能够在低正常心率下检测到临床上显著的 QT 延长。眼动数据表明,人们更有可能系统地、准确地评估节律带刺激。
人们可以快速接受培训以进行自我监测,这可能有助于更快速地识别药物引起的长 QT 综合征并防止危及生命的并发症的发生。节律带比单个复合更具呈现形式,因为它不太可能因信号中的伪影而被误解。