Thromb Haemost 2016; 116(03): 544-553
DOI: 10.1160/TH15-12-1000
Stroke, Systemic or Venous Thromboembolism
Schattauer GmbH

Bivariate evaluation of thromboembolism and bleeding in clinical trials of anticoagulants in patients with atrial fibrillation

John M. Kittelson
1   Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado – Anschutz Medical Campus, Aurora, Colorado, USA
,
Philippe Gabriel Steg
2   FACT (French Alliance for Cardiovascular Trials), Université Paris-Diderot, Paris, France
5   NHLI, Imperial College, Royal Brompton Hospital, London, UK
,
Jonathan L. Halperin
6   The Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
,
Neil A. Goldenberg
7   Divisions of Hematology, Departments of Pediatrics and Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
8   Johns Hopkins All Children’s Hospital and All Children’s Research Institute, St. Petersburg, Florida, USA
,
Sam Schulman
9   Department of Medicine, Division of Hematology and Thromboembolism, McMaster University, Hamilton, Ontario, Canada
,
Alex C. Spyropoulos
10   North Shore-LIJ Health System, Hofstra North Shore-LIJ School of Medicine; Manhasset, New York, USA
,
Craig M. Kessler
11   Department of Medicine and Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D. C., USA
,
Alexander G. G. Turpie
9   Department of Medicine, Division of Hematology and Thromboembolism, McMaster University, Hamilton, Ontario, Canada
,
Neal R. Cutler
12   Worldwide Clinical Trials, Beverly Hills, California, USA
,
William R. Hiatt
13   Department of Medicine, Division of Cardiology, University of Colorado School of Medicine–Anschutz Medical Campus and CPC Clinical Research, Aurora, Colorado, USA
,
for the Antithrombotic Trials Leadership and Steering (ATLAS) Group › Author Affiliations
Further Information

Publication History

Received: 30 December 2015

Accepted after major revision: 19 May 2016

Publication Date:
29 November 2017 (online)

Summary

Clinical trials of antithrombotic therapy require a cohesive assessment of benefit and risk. A new graphical method to represent the bivariate relation of benefit and risk in trials of antithrombotic drugs is described and illustrated using published data from the four major registration clinical trials of non-vitamin K oral anticoagulants (NOACs) totalling 71,683 patients for prevention of thromboembolic events (TE) in patients with atrial fibrillation (RE-LY, ROCKET AF, ARISTOTLE, and ENGAGE-AF TIMI48). A curve representing a null hypothesis defines a region of benefit on a two-dimensional plane. Trial results are summarised by a rectangle defined by standard 95 % confidence intervals (CI) for thrombosis and bleeding risks. Benefit is judged by whether the confidence rectangle contains the null curve. The treatment effect is measured by the distance from the null curve to the opposing corners of the confidence rectangle (termed “corner distance (CD)”). Across trials NOACs reduced the absolute risk of TE compared to warfarin by 0.30 % (95 % CI: –0.56 % to –0.05 %) and reduced major bleeding by 0.88 % (95 % CI: –1.26 % to –0.51 %). Bivariate evaluation showed NOAC superiority to warfarin overall and elucidated dose differences; low dose edoxaban increased bivariate TE-bleeding risk 0.08 % (CD = –0.85 % to 0.78 %), whereas high dose edoxaban reduced risk 1.41 % (CD = –2.07 % to –0.70 %). In conclusion, bivariate evaluation facilitates visual assessment of the safety-efficacy profile of antithrombotic drugs. Its application to trials in atrial fibrillation found NOACs superior to warfarin without substantial differences between agents.

Supplementary Material to this article is available online at www.thrombosis-online.com.

 
  • References

  • 1 Castellucci LA, Cameron C, Le Gal G. et al. Efficacy and safety outcomes of oral anticoagulants and antiplatelet drugs in the secondary prevention of venous thromboembolism: systematic review and network meta-analysis. Br Med J 2013; 347: f5133.
  • 2 Chatterjee S, Sardar P, Biondi-Zoccai G. et al. New oral anticoagulants and the risk of intracranial hemorrhage: traditional and Bayesian meta-analysis and mixed treatment comparison of randomized trials of new oral anticoagulants in atrial fibrillation. J Am Med Assoc Neurol 2013; 70: 1486-1490.
  • 3 Dentali F, Riva N, Crowther M. et al. Efficacy and safety of the novel oral anticoagulants in atrial fibrillation: a systematic review and meta-analysis of the literature. Circulation 2012; 126: 2381-2391.
  • 4 Pancholy SB, Sharma PS, Pancholy DS. et al. Meta-analysis of gender differences in residual stroke risk and major bleeding in patients with nonvalvular atrial fibrillation treated with oral anticoagulants. Am J Cardiol 2014; 113: 485-490.
  • 5 van der Hulle T, Kooiman J, den Exter PL. et al. Effectiveness and safety of novel oral anticoagulants as compared with vitamin K antagonists in the treatment of acute symptomatic venous thromboembolism: a systematic review and meta-analysis. J Thromb Haemost 2014; 12: 320-328.
  • 6 Chai-Adisaksopha C, Crowther M, Isayama T. et al. The impact of bleeding complications in patients receiving target-specific oral anticoagulants: a systematic review and meta-analysis. Blood 2014; 124: 2450-2458.
  • 7 Gangireddy SR, Halperin JL, Fuster V. et al. Percutaneous left atrial appendage closure for stroke prevention in patients with atrial fibrillation: an assessment of net clinical benefit. Eur Heart J 2012; 33: 2700-2708.
  • 8 Singer DE, Chang Y, Fang MC. et al. The net clinical benefit of warfarin anticoagulation in atrial fibrillation. Ann Intern Med 2009; 151: 297-305.
  • 9 Granger CB, Alexander JH, McMurray JJ. et al. Apixaban versus warfarin in patients with atrial fibrillation. N Engl J Med 2011; 365: 981-992.
  • 10 Connolly SJ, Ezekowitz MD, Yusuf S. et al. Dabigatran versus warfarin in patients with atrial fibrillation. N Engl J Med 2009; 361: 1139-1151.
  • 11 Patel MR, Mahaffey KW, Garg J. et al. Rivaroxaban versus warfarin in nonvalvular atrial fibrillation. N Engl J Med 2011; 365: 883-891.
  • 12 Giugliano RP, Ruff CT, Braunwald E. et al. Edoxaban versus warfarin in patients with atrial fibrillation. N Engl J Med 2013; 369: 2093-2104.
  • 13 Kittelson JM, Spyropoulos AC, Halperin JL. et al. Balancing risk and benefit in venous thromboembolism trials: concept for a bivariate endpoint trial design and analytic approach. J Thromb Haemost 2013; 11: 1443-1448.
  • 14 Ruff CT, Giugliano RP, Antman EM. et al. Evaluation of the novel factor Xa inhibitor edoxaban compared with warfarin in patients with atrial fibrillation: design and rationale for the Effective aNticoaGulation with factor xA next GEneration in Atrial Fibrillation-Thrombolysis In Myocardial Infarction study 48 (ENGAGE AF-TIMI 48). Am Heart J 2010; 160: 635-641.
  • 15 Investigators RAS. Rivaroxaban-once daily, oral, direct factor Xa inhibition compared with vitamin K antagonism for prevention of stroke and Embolism Trial in Atrial Fibrillation: rationale and design of the ROCKET AF study. Am Heart J 2010; 159: 340-347 e1.
  • 16 Ezekowitz MD, Connolly S, Parekh A. et al. Rationale and design of RE-LY: randomized evaluation of long-term anticoagulant therapy, warfarin, compared with dabigatran. Am Heart J 2009; 157: 805-810 e1–2.
  • 17 Ruff CT, Giugliano RP, Braunwald E. et al. Comparison of the efficacy and safety of new oral anticoagulants with warfarin in patients with atrial fibrillation: a meta-analysis of randomised trials. Lancet 2014; 383: 955-962.
  • 18 Cordoba G, Schwartz L, Woloshin S. et al. Definition, reporting, and interpretation of composite outcomes in clinical trials: systematic review. Br Med J 2010; 341: c3920.
  • 19 van Houwelingen HC, Arends LR, Stijnen T. Advanced methods in meta-analysis: multivariate approach and meta-regression. Statistics Med 2002; 21: 589-624.
  • 20 Hemming K, Hutton JL, Maguire MG. et al. Meta-regression with partial information on summary trial or patient characteristics. Statistics Med 2010; 29: 1312-1324.
  • 21 Arends LR, Voko Z, Stijnen T.. Combining multiple outcome measures in a meta-analysis: an application. Statistics Med 2003; 22: 1335-1353.
  • 22 Thall PFCS. Treatment comparisons based on two-dimensional safety adn efficacy alternatives in oncology trials. Biometrics 1999; 55: 746-753.
  • 23 Draper NSN. Applied Regression Analysis, 2nd edition. 94-95 New York: John Wiley & Sons; 1981
  • 24 G A.. Elementary Bayesian Statistics:. Edward Algar Publishing; 1997: 480 p.
  • 25 Tripputi M.. Use of Mediation in Designing Clinical Trials with two Primary Endpoints. PhD Dissertation. George Washington University; 2009
  • 26 Everson-Stewart S, Emerson SS. Bio-creep in non-inferiority clinical trials. Statistics Med 2010; 29: 2769-2780.