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Published in: Drug Safety 6/2013

01-06-2013 | Original Research Article

Baseline Correction in Parallel Thorough QT Studies

Authors: Joanne Zhang, Qianyu Dang, Marek Malik

Published in: Drug Safety | Issue 6/2013

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Abstract

Background

In parallel thorough QT (TQT) studies, it has been speculated that either baseline correction should be omitted, under the assumption that it only adds noise to the data, or a time-averaged baseline instead of a time-matched baseline correction should be considered in order to reduce the study variability.

Objective

This study characterized the assumptions and implications of different baseline correction approaches in parallel TQT studies submitted for regulatory review.

Data and methods

57 parallel TQT studies conducted between 2002 and 2009 in 5591 healthy volunteers were evaluated. Only moxifloxacin and placebo arms, including their baselines, were considered. The options of using no baseline correction, time-averaged baseline correction, and time-matched baseline correction were examined and compared.

Results

QTc values exhibited a diurnal pattern, with longer QTc intervals during sleep preserved when correcting for a time-averaged baseline. Post-dose and baseline QTc values were highly correlated (mean ρ = 0.80, range 0.56–0.98 and mean ρ = 0.79, range 0.50–0.96 in the placebo and moxifloxacin groups, respectively). The variability of raw QTc values was substantially larger than that of baseline-adjusted QTc values. The difference in the point estimate of QTc differences between moxifloxacin and placebo differed by up to ±4 ms between the time-averaged and the time-matched baseline corrections. Statistical tests indicate that assumptions of time-averaged baseline and no baseline correction are not appropriate.

Conclusions

Baseline correction in parallel TQT studies leads to more precise QTc estimates. Because of possible inaccuracy introduced by time-averaged baseline correction, the time-matched baseline correction appears to be preferable for a parallel TQT study to both reduce the intrinsic variability due to circadian patterns and obtain more accurate point estimates.
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Literature
1.
go back to reference Ode E, Aizawa Y, Arai Y, Shibata A. Diurnal variation of QT interval in patients with VVI pacemaker. Tohoku J Exp Med. 1985;145:419–26.CrossRef Ode E, Aizawa Y, Arai Y, Shibata A. Diurnal variation of QT interval in patients with VVI pacemaker. Tohoku J Exp Med. 1985;145:419–26.CrossRef
2.
go back to reference Bexton RS, Vallin HO, Camm AJ. Diurnal variation of the QT interval—influence of the autonomic nervous system. Brit Heart J. 1986;55:253–8.PubMedCrossRef Bexton RS, Vallin HO, Camm AJ. Diurnal variation of the QT interval—influence of the autonomic nervous system. Brit Heart J. 1986;55:253–8.PubMedCrossRef
3.
go back to reference Koch HJ, Raschka C, Banzer W. Diurnal variation of ECG intervals and R or T amplitudes in healthy male subjects assessed by means of spectral and consignor analysis. Jpn Heart J. 1999;40:45–53.PubMedCrossRef Koch HJ, Raschka C, Banzer W. Diurnal variation of ECG intervals and R or T amplitudes in healthy male subjects assessed by means of spectral and consignor analysis. Jpn Heart J. 1999;40:45–53.PubMedCrossRef
4.
go back to reference Yeragani VK, Berger R, Pohl R, Balon R. Effect of age on diurnal changes of 24-hour QT interval variability. Pediatr Cardiol. 2005;26:39–66.PubMedCrossRef Yeragani VK, Berger R, Pohl R, Balon R. Effect of age on diurnal changes of 24-hour QT interval variability. Pediatr Cardiol. 2005;26:39–66.PubMedCrossRef
5.
go back to reference Center for Biologics Evaluation and Research. E14 Clinical evaluation of QT/QTc interval prolongation and proarrhythmic potential for non-antiarrhythmic drugs. Guidance to industry. Fed Regist. 2005;70:61134–5. Center for Biologics Evaluation and Research. E14 Clinical evaluation of QT/QTc interval prolongation and proarrhythmic potential for non-antiarrhythmic drugs. Guidance to industry. Fed Regist. 2005;70:61134–5.
6.
go back to reference Meng Z, Quan H, Fan L, Kringle R, Sun G. Use of the average baseline versus the time-matched baseline in parallel group thorough QT/QTc studies. J Biopharmaceut Stat. 2010;20:665–82.CrossRef Meng Z, Quan H, Fan L, Kringle R, Sun G. Use of the average baseline versus the time-matched baseline in parallel group thorough QT/QTc studies. J Biopharmaceut Stat. 2010;20:665–82.CrossRef
7.
go back to reference Sun GG, Quan H, Kringle R, Meng Z. Comparison of statistical models adjusting for baseline in the analysis of parallel-group thorough QT/QTc studies. J Biopharm Stat. 2012;22:438–62.PubMedCrossRef Sun GG, Quan H, Kringle R, Meng Z. Comparison of statistical models adjusting for baseline in the analysis of parallel-group thorough QT/QTc studies. J Biopharm Stat. 2012;22:438–62.PubMedCrossRef
8.
go back to reference Fridericia LS. Die Systolendauer im Elekrokardiogramm bei normalen Menschen und bei Herzkranken. Acta Med Scand. 1920;53:469–86.CrossRef Fridericia LS. Die Systolendauer im Elekrokardiogramm bei normalen Menschen und bei Herzkranken. Acta Med Scand. 1920;53:469–86.CrossRef
9.
go back to reference Garnett CE, Zhu H, Malik M, Fossa AA, Zhang J, Badilini F, Li J, Darpö B, Sager P, Rodriguez I. Methodologies to characterize the QT/corrected QT interval in the presence of drug-induced heart rate changes or other autonomic effects. Am Heart J. 2012;163:912–30.PubMedCrossRef Garnett CE, Zhu H, Malik M, Fossa AA, Zhang J, Badilini F, Li J, Darpö B, Sager P, Rodriguez I. Methodologies to characterize the QT/corrected QT interval in the presence of drug-induced heart rate changes or other autonomic effects. Am Heart J. 2012;163:912–30.PubMedCrossRef
10.
go back to reference Zhang J. Testing for positive control activity in a thorough QTc study. J Biopharmaceut Stat. 2008;18:517–28. Zhang J. Testing for positive control activity in a thorough QTc study. J Biopharmaceut Stat. 2008;18:517–28.
11.
go back to reference Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986;8476:307–10.CrossRef Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986;8476:307–10.CrossRef
12.
go back to reference Hills M, Armitage P. The two-period cross-over clinical trial. Brit J Clin Pharmacol. 1979;8:7–20.CrossRef Hills M, Armitage P. The two-period cross-over clinical trial. Brit J Clin Pharmacol. 1979;8:7–20.CrossRef
13.
go back to reference Malik M, Färbom P, Batchvarov V, Hnatkova K, Camm AJ. Relation between QT and RR intervals is highly individual among healthy subjects: implications for heart rate correction of the QT interval. Heart. 2002;87:220–8.PubMedCrossRef Malik M, Färbom P, Batchvarov V, Hnatkova K, Camm AJ. Relation between QT and RR intervals is highly individual among healthy subjects: implications for heart rate correction of the QT interval. Heart. 2002;87:220–8.PubMedCrossRef
14.
go back to reference Batchvarov VN, Ghuran A, Smetana P, Hnatkova K, Harries M, Dilaveris P, Camm AJ, Malik M. QT-RR relationship in healthy subjects exhibits substantial intersubject variability and high intrasubject stability. Am J Physiol Heart Circ Physiol. 2002;282:H2356–63.PubMed Batchvarov VN, Ghuran A, Smetana P, Hnatkova K, Harries M, Dilaveris P, Camm AJ, Malik M. QT-RR relationship in healthy subjects exhibits substantial intersubject variability and high intrasubject stability. Am J Physiol Heart Circ Physiol. 2002;282:H2356–63.PubMed
15.
go back to reference Molnar J, Zhang F, Weiss J, Ehlert FA, Rosenthal JE. Diurnal pattern of QTc interval: how long is prolonged? Possible relation to circadian triggers of cardiovascular events. J Am Coll Cardiol. 1996;27:76–83.PubMedCrossRef Molnar J, Zhang F, Weiss J, Ehlert FA, Rosenthal JE. Diurnal pattern of QTc interval: how long is prolonged? Possible relation to circadian triggers of cardiovascular events. J Am Coll Cardiol. 1996;27:76–83.PubMedCrossRef
16.
go back to reference Malik M, Hnatkova K, Schmidt A, Smetana P. Accurately measured and properly heart-rate corrected QTc intervals show little daytime variability. Heart Rhythm. 2008;5:1424–31.PubMedCrossRef Malik M, Hnatkova K, Schmidt A, Smetana P. Accurately measured and properly heart-rate corrected QTc intervals show little daytime variability. Heart Rhythm. 2008;5:1424–31.PubMedCrossRef
17.
go back to reference Malik M, Garnett C, Zhang J. Thorough QT studies—questions and quandaries. Drug Safety. 2010;33:1–14.PubMedCrossRef Malik M, Garnett C, Zhang J. Thorough QT studies—questions and quandaries. Drug Safety. 2010;33:1–14.PubMedCrossRef
18.
go back to reference Malik M. Errors and misconceptions in ECG measurement used for the detection of drug induced QT interval prolongation. J Electrocardiol. 2004;37(Suppl):25–33.PubMedCrossRef Malik M. Errors and misconceptions in ECG measurement used for the detection of drug induced QT interval prolongation. J Electrocardiol. 2004;37(Suppl):25–33.PubMedCrossRef
19.
go back to reference Malik M, Zhang J, Johannesen L, Hnatkova K, Garnett C. Assessing electrocardiographic data quality and possible replacement of pharmacologic positive control in thorough QT/QTc studies by investigations of drug-free QTc stability. Heart Rhythm. 2011;8:1777–85.PubMedCrossRef Malik M, Zhang J, Johannesen L, Hnatkova K, Garnett C. Assessing electrocardiographic data quality and possible replacement of pharmacologic positive control in thorough QT/QTc studies by investigations of drug-free QTc stability. Heart Rhythm. 2011;8:1777–85.PubMedCrossRef
Metadata
Title
Baseline Correction in Parallel Thorough QT Studies
Authors
Joanne Zhang
Qianyu Dang
Marek Malik
Publication date
01-06-2013
Publisher
Springer International Publishing AG
Published in
Drug Safety / Issue 6/2013
Print ISSN: 0114-5916
Electronic ISSN: 1179-1942
DOI
https://doi.org/10.1007/s40264-013-0040-z

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