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从连续 12 导联动态心电图记录中计算机提取心电图可减少全面 QT 研究中的测量变异性。

Computerized extraction of electrocardiograms from continuous 12-lead holter recordings reduces measurement variability in a thorough QT study.

机构信息

NewCardio, Inc, 2350 Mission College Blvd, Suite 1175, Santa Clara, CA 95054, USA.

出版信息

J Clin Pharmacol. 2012 Dec;52(12):1891-900. doi: 10.1177/0091270011430505. Epub 2011 Dec 20.

DOI:10.1177/0091270011430505
PMID:22187440
Abstract

Continuous Holter recordings are often used in thorough QT studies (TQTS), with multiple 10-second electrocardiograms (ECGs) visually selected around predesignated time points. The authors hypothesized that computer-automated ECG selection would reduce within-subject variability, improve study data precision, and increase study power. Using the moxifloxacin and placebo arms of a Holter-based crossover TQTS, the authors compared interval duration measurements (IDMs) from manually selected to computer-selected ECGs. All IDMs were made with a fully automated computer algorithm. Moxifloxacin-induced changes in baseline- and placebo-subtracted QT intervals were similar for manual and computer ECG selection. Mean 90% confidence intervals were narrower, and within-subject variability by mixed-model covariance was lower for computer-selected than for manual-selected ECGs. Computer ECG selection reduced the number of subjects needed to achieve 80% power by 40% to 50% over manual. Computer ECG selection returns accurate ddQTcF values with less measurement variability than manual ECG selection by a variety of metrics. This results in increased study power and reduces the number of subjects needed to achieve desired power, which represents a significant potential source cost savings in clinical drug trials.

摘要

连续动态心电图记录常用于彻底的 QT 研究 (TQTS),通常在预定时间点周围选择多个 10 秒心电图 (ECG) 进行视觉分析。作者假设,计算机自动选择 ECG 可以减少个体内变异性,提高研究数据精度,并增加研究效力。作者使用基于动态心电图的交叉 TQTS 的莫西沙星和安慰剂臂,比较了手动和计算机选择 ECG 的间期持续时间测量值 (IDM)。所有 IDM 均采用全自动计算机算法进行测量。手动和计算机 ECG 选择对莫西沙星诱导的 QT 间期的基线和安慰剂校正变化相似。平均 90%置信区间更窄,混合模型协方差的个体内变异性也更低。计算机 ECG 选择比手动选择的 ECG 减少了 40%至 50%的研究对象数量,达到 80%的效力。通过各种指标,计算机 ECG 选择比手动 ECG 选择返回更准确的 ddQTcF 值,且测量变异性更小。这导致研究效力增加,并减少了实现期望效力所需的研究对象数量,这在临床药物试验中代表了显著的潜在成本节约来源。

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