Associations between model-predicted rivaroxaban exposure and patient characteristics and efficacy and safety outcomes in patients with non-valvular atrial fibrillation

被引:15
作者
Zhang, Liping [1 ,9 ]
Yan, Xiaoyu [1 ]
Fox, Keith A. A. [2 ]
Willmann, Stefan [3 ]
Nandy, Partha [1 ]
Berkowitz, Scott D. [4 ]
Hermanowski-Vosatka, Anne [1 ]
Weitz, Jeffrey, I [5 ]
Solms, Alexander [6 ]
Schmidt, Stephan [7 ]
Patel, Manesh [8 ]
Peters, Gary [1 ]
机构
[1] Janssen Res & DevLLC, Raritan, NJ 08869 USA
[2] Univ Edinburgh, Ctr Cardiovasc Sci, Edinburgh, Midlothian, Scotland
[3] Bayer AG, Clin Pharmacometr, Wuppertal, Germany
[4] Bayer US LLC, Res & Dev, Pharmaceut, Whippany, NJ USA
[5] McMaster Univ, Thrombosis & Atherosclerosis Res Inst, Hamilton, ON, Canada
[6] Bayer AG, Clin Pharmacometr, Berlin, Germany
[7] Univ Florida, Coll Pharm, Ctr Pharmacometr & Syst Pharmacol, Dept Pharmaceut, Orlando, FL USA
[8] Duke Clin Res Inst, Durham, NC USA
[9] Janssen Res & Dev LLC, Clin Pharmacol & Pharmacometr, 920 Route 202, Raritan, NJ 08869 USA
关键词
Atrial fibrillation; Drug monitoring; Pharmacokinetics; Randomized controlled trial; Rivaroxaban; POPULATION PHARMACOKINETICS; RISK STRATIFICATION; SYSTEMIC EMBOLISM; STROKE; WARFARIN; ANTICOAGULATION; SCORE;
D O I
10.1007/s11239-020-02077-9
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Rivaroxaban exposure and patient characteristics may affect the rivaroxaban benefit-risk balance. This study aimed to quantify associations between model-predicted rivaroxaban exposure and patient characteristics and efficacy and safety outcomes in patients with non-valvular atrial fibrillation (NVAF), using data from the phase 3 ROCKET AF trial (NCT00403767). In ROCKET AF, 14,264 patients with NVAF were randomized to rivaroxaban (20 mg once daily [OD], or 15 mg OD if creatinine clearance was 30-49 mL/min) or dose-adjusted warfarin (median follow-up: 707 days); rivaroxaban plasma concentration was measured in a subset of 161 patients. In this post hoc exposure-response analysis, a multivariate Cox model was used to correlate individual predicted rivaroxaban exposures and patient characteristics with time-to-event efficacy and safety outcomes in 7061 and 7111 patients, respectively. There was no significant association between model-predicted rivaroxaban trough plasma concentration (C-trough) and efficacy outcomes. Creatinine clearance and history of stroke were significantly associated with efficacy outcomes. C-trough was significantly associated with the composite of major or non-major clinically relevant (NMCR) bleeding (hazard ratio [95th percentile vs. median]: 1.26 [95% confidence interval 1.13-1.40]) but not with major bleeding alone. The exposure-response relationship for major or NMCR bleeding was shallow with no clear threshold for an acceleration in risk. History of gastrointestinal bleeding had a greater influence on safety outcomes than C-trough. These results support fixed rivaroxaban 15 mg and 20 mg OD dosages in NVAF. Therapeutic drug monitoring is unlikely to offer clinical benefits in this indication beyond evaluation of patient characteristics.
引用
收藏
页码:20 / 29
页数:10
相关论文
共 24 条
[1]   Risk of Stroke or Systemic Embolism in Atrial Fibrillation Patients Treated With Warfarin A Systematic Review and Meta-analysis [J].
Albertsen, Ida Ehlers ;
Rasmussen, Lars Hvilsted ;
Overvad, Thure Filskov ;
Graungaard, Tina ;
Larsen, Torben Bjerregaard ;
Lip, Gregory Y. H. .
STROKE, 2013, 44 (05) :1329-+
[2]  
Bayer AG, 2018, RIV SUMM PROD CHAR
[3]  
Bayer Healthcare AG, 2019, XAR RIV PRESCR INF
[4]   2017 ACC Expert Consensus Decision Pathway for Periprocedural Management of Anticoagulation in Patients With Nonvalvular Atrial Fibrillation A Report of the American College of Cardiology Clinical Expert Consensus Document Task Force [J].
Doherty, John U. ;
Gluckman, Ty J. ;
Hucker, William J. ;
Januzzi, James L., Jr. ;
Ortel, Thomas L. ;
Saxonhouse, Sherry J. ;
Spinler, Sarah A. .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2017, 69 (07) :871-898
[5]   International consensus statement on the peri-operative management of direct oral anticoagulants in cardiac surgery [J].
Erdoes, G. ;
De Arroyabe, B. Martinez Lopez ;
Bolliger, D. ;
Ahmed, A. B. ;
Koster, A. ;
Agarwal, S. ;
Boer, C. ;
von Heymann, C. .
ANAESTHESIA, 2018, 73 (12) :1535-1545
[6]   A New Risk Scheme to Predict Warfarin-Associated Hemorrhage The ATRIA (Anticoagulation and Risk Factors in Atrial Fibrillation) Study [J].
Fang, Margaret C. ;
Go, Alan S. ;
Chang, Yuchiao ;
Borowsky, Leila H. ;
Pomernacki, Niela K. ;
Udaltsova, Natalia ;
Singer, Daniel E. .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2011, 58 (04) :395-401
[7]   Evaluation of risk stratification schemes for ischaemic stroke and bleeding in 182 678 patients with atrial fibrillation: the Swedish Atrial Fibrillation cohort study [J].
Friberg, Leif ;
Rosenqvist, Marten ;
Lip, Gregory Y. H. .
EUROPEAN HEART JOURNAL, 2012, 33 (12) :1500-+
[8]   Population Pharmacokinetics and Pharmacodynamics of Rivaroxaban in Patients with Non-valvular Atrial Fibrillation: Results from ROCKET AF [J].
Girgis, I. G. ;
Patel, M. R. ;
Peters, G. R. ;
Moore, K. T. ;
Mahaffey, K. W. ;
Nessel, C. C. ;
Halperin, J. L. ;
Califf, R. M. ;
Fox, K. A. A. ;
Becker, R. C. .
JOURNAL OF CLINICAL PHARMACOLOGY, 2014, 54 (08) :917-927
[9]   Factors Associated With Major Bleeding Events [J].
Goodman, Shaun G. ;
Wojdyla, Daniel M. ;
Piccini, Jonathan P. ;
White, Harvey D. ;
Paolini, John F. ;
Nessel, Christopher C. ;
Berkowitz, Scott D. ;
Mahaffey, Kenneth W. ;
Patel, Manesh R. ;
Sherwood, Matthew W. ;
Becker, Richard C. ;
Halperin, Jonathan L. ;
Hacke, Werner ;
Singer, Daniel E. ;
Hankey, Graeme J. ;
Breithardt, Gunter ;
Fox, Keith A. A. ;
Califf, Robert M. .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2014, 63 (09) :891-900
[10]   The novel biomarker-based ABC (age, biomarkers, clinical history)-bleeding risk score for patients with atrial fibrillation: a derivation and validation study [J].
Hijazi, Ziad ;
Oldgren, Jonas ;
Lindback, Johan ;
Alexander, John H. ;
Connolly, Stuart J. ;
Eikelboom, John W. ;
Ezekowitz, Michael D. ;
Held, Claes ;
Hylek, Elaine M. ;
Lopes, Renato D. ;
Siegbahn, Agneta ;
Yusuf, Salim ;
Granger, Christopher B. ;
Wallentin, Lars .
LANCET, 2016, 387 (10035) :2302-2311