| Literature DB >> 28679020 |
Liping Zhang1, Gary Peters1, Lloyd Haskell1, Purve Patel1, Partha Nandy1, Kenneth Todd Moore2.
Abstract
US prescribing guidelines recommend that 15- and 20-mg doses of rivaroxaban be administered with food for the treatment of deep vein thrombosis (DVT) and pulmonary embolism (PE) and for reduction in the risk of recurrence of DVT and PE. In addition, the US prescribing guidelines recommend these doses be administered with an evening meal to reduce the risk of stroke and systemic embolism in patients with nonvalvular atrial fibrillation (AF). The purpose of this model-based cross-study comparison was to examine the impact of food, with regard to both meal timing and content, on the pharmacokinetics (PK) of rivaroxaban, using data collected during its clinical development. Results of this analysis showed that a PK model built from pooled data in the AF population (for whom rivaroxaban was administered with an evening meal) and in the DVT population (for whom rivaroxaban was administered with a morning meal) can describe both data sets well. Furthermore, the PK model built from data in the AF population alone can adequately predict the PK profile of the DVT population and vice versa. This cross-study analysis also confirmed the findings from previous clinical pharmacology studies, which showed that meal content does not have a clinically relevant impact on the PK of rivaroxaban at 20 mg. Therefore, although the administration of rivaroxaban with food is necessary for maintaining high bioavailability, neither meal timing nor meal content appears to affect the PK of rivaroxaban.Entities:
Keywords: bioavailability; food effect; pharmacokinetics; rivaroxaban
Mesh:
Substances:
Year: 2017 PMID: 28679020 PMCID: PMC5697651 DOI: 10.1002/jcph.958
Source DB: PubMed Journal: J Clin Pharmacol ISSN: 0091-2700 Impact factor: 3.126
Phase 2 and Phase 3 Studies of Rivaroxaban for DVT and AF Included in the Current Analysis
| Study | n | Dose | Food Recommendations | Primary Outcome |
|---|---|---|---|---|
| EINSTEIN‐DVT dose‐ranging phase 2 study | 543 | Rivaroxaban 20, 30, or 40 mg or LMWH/VKA | Take with morning meal (type or amount unspecified) | Composite efficacy outcome |
| ROCKET AF phase 3 study | 14 264 | Rivaroxaban 20 mg (15 mg for patients with CrCl 30–49 mL/min) or warfarin | Take with evening meal (type or amount unspecified) | Composite of stroke and systemic embolism: 1.7% vs 2.2% |
DVT, deep vein thrombosis; AF, atrial fibrillation; LMWH, low‐molecular‐weight heparin; VKA, vitamin K antagonist; CrCl, creatinine clearance; PE, pulmonary embolism.
Rivaroxaban was administered once daily.
3‐month incidence of the composite of symptomatic recurrent DVT, symptomatic fatal or nonfatal PE, and asymptomatic deterioration in thrombotic burden.
Demographic Characteristics of Patients in the DVT Data Set and AF Data Set12, 13
| Data Set | DVT Data (n = 124) | AF Data (n = 161) |
|---|---|---|
| PK sampling scheme | 8 samples collected from each patient 1–6 hours postdose at 2 visits or 3 samples collected from each patient predose and 2–6 hours postdose at 3 visits | 5 samples collected from each patient predose and 1–16 hours postdose at 2 visits |
| Age (years) | 59 (31, 83) | 65 (51, 81) |
| Baseline SCr (mg/dL) | 0.94 (0.64, 1.28) | 1.05 (0.74, 1.65) |
| Lean body mass (kg) | 54.1 (40.1, 72.7) | 56.6 (42.5, 73.6) |
DVT, deep vein thrombosis; AF, atrial fibrillation; PK, pharmacokinetics; SCr, serum creatinine concentration.
Values represent median (5th and 95th percentiles).
A total of 124 patients received rivaroxaban 20 mg once daily and had evaluable PK information.
A total of 161 patients received rivaroxaban 20 mg once daily (n = 136) or 15 mg once daily (n = 25) and had evaluable PK information.
Figure 1Concentration‐versus‐time profiles of rivaroxaban at 20 mg once daily. DVT, deep vein thrombosis; AF, atrial fibrillation; CrCl, creatinine clearance; 15 mg for patients with CrCl of 15–49 mL/min in AF data. Blue dots, DVT data; red triangles, AF data.
Parameter Estimates From the Joint Population PK Model, Original DVT Model, and Original AF Model
| Estimate (RSE %) | |||
|---|---|---|---|
| Description | Joint PK Model | DVT Model | AF Model |
| ka, /h | 0.982 (14.0) | 1.23 (5.00) | 1.16 (14.1) |
| Study on F1 | 1.12 (5.13) | ||
| CL/F, | 6.31 (4.01) | 7.16 (3.70) | 6.10 (3.9) |
| IIV on CL/F, | 34.6 (11.8) | 39.9 (7.60) | 35.2 (14.3) |
| Age on CL/F, | −0.0111 (17.7) | −0.0069 (14.6) | −0.011 (26.3) |
| SCr on CL, % | −0.244 (30.3) | −0.269 (18.2) | −0.194 (34.0) |
| V/F, | 70.3 (6.32) | 68.7 (3.8) | 79.7 (6.1) |
| IIV on V/F, | 15.5 (46.2) | 28.8 (11.4) | 17.6 (61.5) |
| LBM on V/F, | 0.109 (23.3) | 0.0082 (17.8) | 0.0118 (32.4) |
| Age on V/F, | −0.00347 (63.4) | −0.0486 (20.8) | −0.00133 (188) |
| Proportional residual error, % CV | 47.5 (5.22) | 40.7 (3.2) | 47.9 (6.2) |
PK, pharmacokinetic; DVT, deep vein thrombosis; AF, atrial fibrillation; RSE, relative standard error (expressed as a percentage); ka, first‐order absorption rate; F1, relative bioavailability of AF versus DVT; CL/F, apparent clearance; IIV, interindividual variability; CV, coefficient of variation; SCr, serum creatinine concentration; V/F, apparent volume of distribution from the central compartment; LBM, lean body mass.
CL/F = 6.31 × (1 ‐ 0.0111 × [Age ‐ 65] ‐ 0.244 × [SCr ‐ 1.05]/1.12 [if DVT]).
V/F = 70.3 × (1 ‐ 0.00347 × [Age ‐ 65] ‐ 0.109 × (LBM ‐ 56.62)/1.12 [if DVT]).
Figure 2Diagnostic plots of the joint population PK model fitting to DVT data and AF data. (A) Observed rivaroxaban concentration versus population‐predicted concentration. (B) Observed rivaroxaban concentration versus individual predicted concentration. (C) Conditional weight residual versus population‐predicted concentration. (D) Conditional weight residual versus time after dose. Blue dots, DVT data; red triangles, AF data. Black dashed lines are locally smoothed trend lines going through data; black smooth lines are lines of identity (A and B) or lines of 0 (C and D); dotted lines are lines of ±5 (C and D). PK, pharmacokinetic; DVT, deep vein thrombosis; AF, atrial fibrillation.
Figure 3Box plot of estimated and simulated PK parameters and steady‐state exposure of rivaroxaban at 20 mg once daily for (A) DVT data (n = 124) and (B) AF data (n = 161). PK, pharmacokinetic; DVT, deep vein thrombosis; AF, atrial fibrillation; CL/F, apparent clearance; V/F, apparent volume of distribution from central compartment; AUC, area under the plasma concentration–time curve; Cmax, maximum drug concentration in plasma; QD, once daily; EST, estimated; SIM, simulated. Units for y axis: CL/F, L/h; V/F, L; AUC, ng·h/mL; Cmax, ng/mL. Center, lower edge, and upper edge of the box denote median, 25th, and 75th percentiles; lower end and higher end of the vertical lines denote 5th and 95th percentiles.
Estimated and Simulated PK Parameters of Rivaroxaban and Steady‐State Exposures in DVT Data and AF Data
| 20 mg Once Daily in DVT, n = 124 (Rivaroxaban Administered With Morning Meal) | 20 mg Once Daily in AF, n = 161 (Rivaroxaban Administered With Evening Meal) | |||||
|---|---|---|---|---|---|---|
| Estimated (Based on Observed Data), Median (5th and 95th Percentiles) | Predicted (Based on AF Model), Median (5th and 95th Percentiles) | Difference Between Estimated and Simulated, | Estimated (Based on Observed Data), Median (5th and 95th Percentiles) | Predicted Based on DVT Model), Median (5th and 95th Percentiles) | Difference Between Estimated and Simulated, | |
| CL/F (L/h) | 7.18 (4.12, 11.6) | 6.63 (3.34, 11.9) | −7.66 | 6.19 (3.26, 10.3) | 6.54 (3.54, 13.6) | 5.65 |
| V/F (h) | 65.9 (42.4, 93.2) | 78.4 (65, 96.1) | 18.97 | 78.8 (61.6, 99.5) | 68 (55.4, 84.1) | −13.71 |
| AUC (ng·h/mL) | 2790 (1720, 4850) | 3010 (1680, 5980) | 7.89 | 3150 (1860, 5390) | 2940 (1390, 5300) | −6.67 |
| Cmax (ng/mL) | 263 (190, 418) | 237 (185, 353) | −9.89 | 238 (178, 329) | 258 (192, 346) | 8.40 |
PK, pharmacokinetic; DVT, deep vein thrombosis; AF, atrial fibrillation; CL/F, apparent clearance; AUC, area under the plasma concentration–time curve; V/F, apparent volume of distribution; Cmax, maximum drug concentration in plasma.
Calculated as (median of simulated ‐ median of estimated)/(median of estimated) × 100.
Summary of Phase 1 Studies Conducted in Healthy Volunteers With Rivaroxaban 20 mg3, 5
| Dose | Meal Type | n | Cmax, μg/L | AUC, μg⋅h/L |
|---|---|---|---|---|
| 1 × 20 mg (whole tablet) | American breakfast: 42 g protein, | 6 | 273 | 1990 |
| 1 × 20 mg (whole tablet) | Continental breakfast: 37 kcal protein (6%), 303 kcal carbohydrates (52%), 238 kcal fat (42%); 578 total kcal | 4 | 275 | 2068 |
| 1 × 20 mg (whole tablet) | American breakfast: 42 g protein, | 22 | 281 | 2048 |
| 20 mg (oral suspension) | American breakfast (42 g protein, | 17 | 226 | 1932 |
| 1 × 20 mg (whole tablet) | 70 mL applesauce (∼65 cal) and 130 mL water, followed by a liquid meal (750 cal) | 49 | 261 | 2279 |
| 1 × 20 mg (crushed tablet) | 70 mL applesauce (∼65 cal) and 130 mL water, followed by a liquid meal (750 cal) | 52 | 227 | 2141 |
Cmax, maximum drug concentration in plasma; AUC, area under the plasma concentration–time curve; kcal, kilocalorie; cal, calorie.
1 g = 4.2 kcal.
1 g = 9.2 kcal.
n = 48.
500 mL of Osmolite (1.5 cal/mL)