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Design, Conduct and Analysis of Thorough QT Studies

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Abstract

Torsades de Pointes (TdP) is a type of polymorphic ventricular tachycardia that can result in fainting and death. While there are genetic causes for TdP, such as ion channel mutations, drug-induced TdP can occur, an event that first gained prominence with the interaction between terfenadine and ketoconazole. While TdP itself cannot be studied in clinical trials due to its low rate of incidence, a biomarker for TdP is prolongation of the QT interval on an ECG. Today, almost every drug is expected to be evaluated for its potential to prolong QT interval. This chapter discusses measurement of QT intervals in clinical trials, the design and analysis of “thorough” QT studies, including the intersection–union test and concentration-QT modeling, as well as practical matters related to the International Conference on Harmonisation’s E14 guidance.

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References

  • Ackerman, MJ and DE Clapman (1997). “Ion channels – Basic science and clinical disease.” N Engl J Med 336: 1575–1586.

    Article  PubMed  CAS  Google Scholar 

  • Ackerman, MJ, DJ Tester, GS Jones, ML Will, CR Burrow and ME Curran (2003). “Ethnic differences in cardiac potassium channel variants: Implications for genetic susceptibility to sudden death and genetic testing for congenital long QT syndrome.” Mayo Clin Proc 78(12): 1479–1487.

    Article  PubMed  CAS  Google Scholar 

  • Agin, MA, WS Aronstein, G Ferber, MC Geraldes, C Locke and P Sager (2008). “QT/QTc prolongation in placebo-treated subjects: A PhRMA collaborative data analysis.” J Biopharm Stat 18: 408–426.

    Article  PubMed  Google Scholar 

  • Bayer Healthcare Pharmaceuticals (2007). Betapace (sotalol hydrochloride) package insert.

    Google Scholar 

  • Bazett, HC (1918). “Analysis of the time relations of electrocardiograms.” Heart 7: 353–370.

    Google Scholar 

  • Benton, RE, M Sale, DA Flockhart and RL Wooslley (2000). “Greater quinidine-induced QTc interval prolongation in women.” Clin Pharmacol Ther 67(4): 413–418.

    Article  PubMed  CAS  Google Scholar 

  • Berger, RL (1982). “Multiparameter hypothesis testing and acceptance sampling.” Technometrics 24(4): 295–300.

    Article  Google Scholar 

  • Committee for Proprietary Medicinal Products (1997). Points to Consider: The assessment of the potential for QT interval prolongation by non-cardiovascular medicinal products. CPMP/986/96.

    Google Scholar 

  • Curigliano, G, G Spitaleri, HJ Fingert, F de Braud, C Sessa, E Loh, C Cipolla, T de Pas, A Goldhirsch and R Shah (2008). “Drug-induced QTc interval prolongation: A proposal towards an efficient and safe anticancer drug development.” Eur J Cancer 44: 494–500.

    Article  PubMed  CAS  Google Scholar 

  • Darpo, B, M Agin, DJ Kazierad, G Layton, G Muirhead, P Gray and DK Jorkasky (2006). “Man versus machine: Is there an optimal method for QT measurements in thorough QT studies?” J Clin Pharmacol 46: 598–612.

    Article  PubMed  Google Scholar 

  • Eaton, ML, RJ Muirhead, JY Mancuso and S Kolluri (2006). “A confidence interval for the maximal mean QT interval change caused by drug effect.” Drug Inf J 40: 267–271.

    Google Scholar 

  • Einthoven, W (1912). “The different forms of the human electrocardiogram and their significance.” Lancet 1: 853–861.

    Article  Google Scholar 

  • Estes, NAM (2008). “Review of electrical diseases of the heart.” N Engl J Med 359: 103.

    Article  CAS  Google Scholar 

  • Extramiana, F, P Maison-Blanche, MJ Cabanis, C Oretemann-Renon, P Beaufils and A Leenhardt (2005). “Clinical assessment of drug induced QT prolongation in association with heart rate changes.” Clin Pharmacol Ther 77: 247–258.

    Article  PubMed  CAS  Google Scholar 

  • Fossa, AA (2008). “Review: The impact of varying autonomic states on the dynamic beat-to-beat QT-RR and QT-TQ interval relationships.” Br J Pharmacol 154: 1508–1515.

    Article  PubMed  CAS  Google Scholar 

  • Fossa, A, T Wisialowski, A Magnano, E Wolfgang, R Winslow, W Gorczyca, K Crimin and D Raunig (2005). “Dynamic beat-to-beat modeling of the QT-RR interval relationship: Analysis of QT prolongation during alterations of autonomic state versus human ether a-go-go-related gene inhibition.” J Pharmacol Exp Ther 312(1): 1–11.

    Article  PubMed  CAS  Google Scholar 

  • Fossa, A, T Wisialowski, K Crimin, E Wolfgang, J-P Couderc, M Hinterseer, S Kaab, W Zareba, F Badilini and N Sarapa (2007). “Analyses of dynamic beat-to-beat QT-TQ interval (ECG restitution) changes in humans under normal sinus rhythm and prior to an event of torsades de pointes during QT prolongation caused by sotalol.” Ann Noninvasive Electrocardiol 12(4): 338–348.

    Article  PubMed  Google Scholar 

  • Fosser, C, G Duczynski, M Agin, P Wicker and B Darpo (2009). “Comparison of manual and automated measurements of the QT interval in healthy volunteers: An analysis of five thorough QT studies.” Clin Pharmacol Ther 86(5): 503–506.

    Article  PubMed  CAS  Google Scholar 

  • Franz, MR, CD Swerdlow, LB Liem and J Schaefer (1988). “Cycle length dependence of human action potential duration in vivo. Effects of single extrastimuli, sudden sustained rate acceleration and deceleration, and different steady state frequencies.” J Clin Invest 82: 972–979.

    Article  PubMed  CAS  Google Scholar 

  • Fridericia, LS (1920). “Die systolendauer im elektrokardiogram bei normalen menschen und bei herzkranken.” Acta Medica Scand 53: 469–486.

    Article  Google Scholar 

  • Garnett, C (2008). “Moxifloxacin needs to be given in a double-blind manner, i.e. The thorough QT study – counterpoint.” Drug Information Association. Bethesda, MD.

    Google Scholar 

  • Garnett, CE, N Beaslely, VA Bhattaram, PR Jadhav, R Madabushi, N Stockbridge, CW Tornoe, Y Wang, H Zhu and JV Gobburu (2008). “Concentration-QT relationships play a key role in the evaluation of proarrhythmic risk during regulatory review.” J Clin Pharmacol 48: 13–18.

    Article  PubMed  CAS  Google Scholar 

  • Gralinski, MR (2000). “The assessment of potential for QT interval prolongation with new pharmaceuticals.” J Pharmacol Toxicol Methods 43: 91–99.

    Article  PubMed  CAS  Google Scholar 

  • Health Products and Food Branch (2009). Guide for the analysis and review of QT/QTc interval data (Draft). Health Products and Food Branch, Minister of Public Works and Government Services Canada.

    Google Scholar 

  • Hurst, JW (1998). “Naming of the waves in the ECG, with a brief account of their genesis.” Circulation 98: 1937–1942.

    PubMed  CAS  Google Scholar 

  • Hutmacher, MM, S Chapel, MA Agin, JC Fleishaker and RL LaLonde (2008). “Performance characteristics for some typical QT study designs under the ICH E14 Guidance.” J Clin Pharmacol 48: 215–224.

    Article  PubMed  Google Scholar 

  • International Conference on Harmonisation (2005). ICH E14: The clinical evaluation of QT/QTc interval prolongation and proarrthythmic potential of non-antiarrhythmic drugs. CHMP/ICH/2/04, Federal Register October 20, 2005. 70: 61134–61135.

    Google Scholar 

  • International Conference on Harmonisation (2005). ICH S7B: The nonclinical evaluation of the potential for delayed ventricular repolarization (QT interval prolongation) by human pharmaceuticals. CHMP/ICH/423/02, Federal Register October 20, 2005. 70: 61133–61134.

    Google Scholar 

  • International Conference on Harmonisation (2008). ICH E14: The clinical evaluation of QT/QTc interval prolongation and proarrhythmic potential of non-antiarrhythmic drugs. Questions and Answers. EMEA/CHMP/ICH/310133/2008, Federal Register November 18, 2008.

    Google Scholar 

  • Lau, CP, AR Freeman, SJ Fleming, M Malik, AJ Camm and DE Ward (1988). “Hysteresis of the ventricular paced QT interval in response to abrupt changes in pacing rate.” Cardiovasc Res 22: 67–72.

    Article  PubMed  CAS  Google Scholar 

  • Makkar, RR, B Fromm, RT Steinman, MD Meissner and MH Lehmann (1993). “Female gender as a risk factor for torsades de pointes associated with cardiovascular drugs.” JAMA 270: 2590–2597.

    Article  PubMed  CAS  Google Scholar 

  • Malik, M (2008). “Beat-to-beat QT variability and cardiac autonomic regulation.” Am J Physiol Heart Circ Physiol 295: 923–925.

    Article  Google Scholar 

  • Malik, M and AJ Camm (2001). “Evaluation of drug-induced QT interval prolongation.” Drug Saf 24: 323–351.

    Article  PubMed  CAS  Google Scholar 

  • Malik M, K Hnatkova, A Schmidt and P Smetana (2009). “Correction for QT/RR hysteresis in the assessment of drug-induced QTc changes – Cardiac safety of gadobutrol.” Ann Noninvasive Electrocardiol 14: 242–250.

    Article  PubMed  Google Scholar 

  • Mansi, IH and IS Nash (2005). “Ethnic differences in electrocardiographic intervals and axes.” J Electrocardiol 16: 278–284.

    Google Scholar 

  • Matteucci (1842). “Sur un phenomene physiologique produit par les muscles en contraction.” Ann Chim Phys 6: 339–341.

    Google Scholar 

  • McLaughlin, NB, RWF Campbell and A Murray (1996). “Accuracy of four automatic QT measurement techniques in cardiac patients and healthy subjects.” Heart 76: 422–426.

    Article  PubMed  CAS  Google Scholar 

  • Nagy, D, R DeMeersman, D Gallagher, A Pietrobelli, A Zion, D Daly and S Heymsfield (1997). “QTc interval (cardiac repolarization): Lengthening after meals.” Obes Res. 5: 531–537.

    PubMed  CAS  Google Scholar 

  • Patterson, S, MA Agin, R Anziano, T Burgess, C Chuang-Stein, A Dmitrienko, G Ferber, MC Geraldes, K Ghosh, R Menton, J Natarajan, W Offen, J Saoud, B Smith, R Suresh and N Zariffa (2005). “Investigating drug-induced QT and QTc prolongation in the clinic: A review of statistical design and analysis considerations: Report from the pharmaceutical research and manufacturers of America QT Statistics Expert Team.” Drug Inf J 39: 243–266.

    Google Scholar 

  • Pfizer Inc. (2006). Tikosyn (dolfetilide) package insert.

    Google Scholar 

  • Piotrovsky, V (2005). “Pharmakokinetic-pharmacodynamic modeling in the data analysis and interpretation of drug-induced QT/QTc prolongation.” AAPS J 7(3 Article 63): E609–E624.

    Article  PubMed  CAS  Google Scholar 

  • Riley, S, D Sequeira, J French, J Mancuso, L Benincosa, R O’Sullivan, T Fullerton and T Russell (2006). “Population PK/PD evaluation of the QTcF interval-drug concentration relationship in healthy volunteers: A case study.” Am Soc Clin Pharmacol Ther 79: P29.

    Article  Google Scholar 

  • Riley, SP, R Labadie, S Terra, T Thuren, C Shear, T Russell, LJ Benincosa and MA Gibbs (2007). “Mixed effects exposure-response analysis and statistical assessment of heart rate corrected QTc for torcetrapib.” Am Soc Clin Pharmacol Ther 81: S73.

    Google Scholar 

  • Rock, EP, HJ Finkle, BP Booth, CE Garnett, S Grant, RL Justice, RJ Kovacs, PR Kowey, I Rodriguez, WR Sanhai, C Strnadova, SL Targum, YI Tsong, K Uhl and N Stockbridge (2009). “Assessing proarrhythmic potential of drugs when optimal studies are infeasible.” Am Heart J 157(5): 827–836 e1.

    Article  PubMed  CAS  Google Scholar 

  • Rodriguez, I, MJ Kilborn, L Xiao-Ke, JC Pezzullo and RL Woosley (2001). “Drug-induced QT prolongation in women during the menstrual cycle.” JAMA 285: 1322–1326.

    Article  PubMed  CAS  Google Scholar 

  • Russell, T, SP Riley, JA Cook and RL Lalonde (2008). “A perspective on the use of concentration-QT modeling in drug development.” J Clin Pharmacol 48: 9–12.

    Article  PubMed  CAS  Google Scholar 

  • Serapa, N and MR Britto (2008). “Challenges of characterizing proarrhythmic risk due to QTc prolongation induced by nonadjuvant anticancer agents.” Expert Opin Drug Saf 7(3): 305–318.

    Article  Google Scholar 

  • Shah, RR (2005). “Drugs, QTc interval prolongation and final ICH E14 guideline: An important milestone with challenges ahead.” Drug Saf 28: 1009–1028.

    Article  PubMed  CAS  Google Scholar 

  • Shi, J, TM Ludden, AP Mclikian, MR Castonguay and PH Hinderling (2001). “Population pharmacokinetics and pharmacodynamics of sotalol in pediatric patients with supraventricular or ventricular tachyarrhythmia.” J Pharmacokinet Pharmacodyn 28(6): 555–575.

    Article  PubMed  CAS  Google Scholar 

  • Stramba-Badiale, M, EH Locati, A Marinelli, J Courville and PJ Schwartz (1997). “Gender and the relationship between ventricular repolarization and cardiac cycle length during 24-h Holter recordings.” Eur Heart J 18: 1000–1006.

    PubMed  CAS  Google Scholar 

  • Tseng, GN (2001). “IKR: The hERG channel.” J Mol Cell Cardiol 33: 835–849.

    Article  PubMed  CAS  Google Scholar 

  • Waller, AD (1887). “A demonstration on man of electromotive changes accompanying the heart’s beat.” J Physiol 8(5): 229–234.

    PubMed  CAS  Google Scholar 

  • Wang, Y, G Pan and A Balch (2008). “Bias and variance evaluation of QT interval correction methods.” J Biopharm Stat 18: 427–450.

    Article  PubMed  Google Scholar 

  • Wehrens, XHT, MA Vos, PA Doevendans and HJJ Wellens (2002). “Novel insights in the congenital long QT syndrome.” Ann Intern Med 137: 981–992.

    PubMed  CAS  Google Scholar 

  • Widerlov, E, K-G Jostell, L Claesson, B Odlind, M Keisu and U Freyschuss (1999). “Influence of food intake on electrocardiograms of healthy male volunteers.” Eur J Clin Pharmacol 55: 619–624.

    Article  PubMed  CAS  Google Scholar 

  • Zetterström, R (2009). “Nobel Prize to Willem Einthoven in 1924 for the discovery of the mechanisms underlying the electrocardiogram (ECG).” Acta Paediatr 98: 1380–1382.

    Article  PubMed  Google Scholar 

  • Zitron, E, E Scholz, R Owen, S Luck, C Kiesecker, D Thomas, S Kathofer, F Niroomand, J Kiehn, V Kreye, H Katus, W Schoels and C Karle (2005). “QTc prolongation by grapefruit juice and its potential pharmacological basis.” Circulation 111: 835–838.

    Article  PubMed  CAS  Google Scholar 

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Acknowledgements

Thank you to Steve Riley for his consultation on Sect. 10.6.2.

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Correspondence to Tanya Russell .

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© 2011 American Association of Pharmaceutical Scientists

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Russell, T., Stein, D.S., Kazierad, D.J. (2011). Design, Conduct and Analysis of Thorough QT Studies. In: Bonate, P., Howard, D. (eds) Pharmacokinetics in Drug Development. Springer, Boston, MA. https://doi.org/10.1007/978-1-4419-7937-7_10

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