| Literature DB >> 33245847 |
Richard Dimelow1, Beulah Ji1, Herbert Struemper2.
Abstract
The phase 2 placebo-controlled, double-blind PLUTO trial characterized the pharmacokinetics of belimumab plus standard systemic lupus erythematosus (SLE) therapy in patients with childhood-onset SLE (cSLE) and demonstrated similar efficacy and safety to that in adult SLE. Patients with active cSLE aged 5-17 years were randomized to intravenous belimumab 10 mg/kg every 4 weeks (n = 53). A linear 2-compartment population pharmacokinetics (popPK) model with first-order elimination was developed, and an exploratory exposure-response analysis assessed the impact of between-patient exposure variability on clinical response (SLE Responder Index 4 [SRI4]) in week 52, and occurrence of serious adverse events during the study. The popPK model estimated clearance of 158 mL/day, steady-state volume of distribution of 3.5 L, terminal half-life of 16.3 days, and distribution half-life of 0.8 days in the overall population. Fat-free mass (FFM) better characterized the pharmacokinetics than total body weight and was more consistent with allometric scaling theory; belimumab pharmacokinetics were largely determined by FFM. Age, sex, disease activity, and concomitant medication had no impact on pediatric belimumab exposure after accounting for body size. Individual and median steady-state pediatric pharmacokinetic profiles were similar to known adult profiles and pediatric exposure estimates for belimumab 10 mg/kg intravenously were consistent with adult exposures. Exposures were similar between SRI4 responders and nonresponders, and patients who did or did not experience a serious adverse event. There was no clinically relevant correlation between exposure and efficacy or safety, confirming belimumab 10 mg/kg intravenous dose every 4 weeks as appropriate for pediatric patients with cSLE.Entities:
Keywords: modeling and simulation; pediatrics (PED); pharmacokinetics and drug metabolism; population pharmacokinetics; rheumatology
Mesh:
Substances:
Year: 2020 PMID: 33245847 PMCID: PMC8246766 DOI: 10.1002/cpdd.889
Source DB: PubMed Journal: Clin Pharmacol Drug Dev ISSN: 2160-763X
Demographics and Baseline Characteristics of Patients Receiving Belimumab (n = 53)
| Characteristic | Baseline Age 5‐11 Years (Cohort 2), n = 10 | Baseline Age 12‐17 Years (Cohorts 1 and 3), n = 43 | Overall, n = 53 |
|---|---|---|---|
| Age, y | |||
| Mean (SD) | 9.5 (1.7) | 14.5 (1.7) | 13.6 (2.6) |
| Median (min‐max) | 10 (6‐11) | 15 (12‐18 | 14 (6‐18) |
| Weight, kg | |||
| Mean (SD) | 32.0 (10.5) | 56.8 (14.5) | 52.1 (16.9) |
| Median (min‐max) | 29.8 (17.0‐55.2) | 53.2 (31.5‐85.5) | 52.3 (17.0‐85.5) |
| Female, n (%) | 10 (100) | 39 (91) | 49 (92) |
| BMI, kg/m2 | |||
| Mean (SD) | 18.4 (2.7) | 22.8 (4.4) | 22.0 (4.5) |
| Median (min‐max) | 17.8 (15.4‐23.9) | 22.1 (16.2‐34.0) | 21.4 (15.4‐34.0) |
| FFM, kg | |||
| Mean (SD) | 22.1 (6.2) | 37.2 (7.9) | 34.3 (9.6) |
| Median (min‐max) | 20.6 (12.6‐35.0) | 35.6 (22.6‐57.2) | 34.4 (12.6‐57.2) |
| BlyS, ng/mL | |||
| Mean (SD) | 1.3 (1.0) | 0.89 (0.85) | 0.98 (0.89) |
| Median (min‐max) | 0.95 (0.48‐3.84) | 0.66 (0.16‐4.31) | 0.70 (0.16‐4.31) |
| White blood cell count, 109/L | |||
| Mean (SD) | 6.7 (2.5) | 6.2 (2.6) | 6.3 (2.5) |
| Median (min‐max) | 6.7 (2.4‐10.6) | 5.8 (2.5‐13.0) | 5.9 (2.4‐13.0) |
| Proteinuria, n (%) | |||
| <0.5 mg/mg | 10 (100) | 39 (91) | 49 (92) |
| ≥0.5 mg/mg | 0 (0) | 4 (9) | 4 (8) |
| IgG, g/L | |||
| Mean (SD) | 16.7 (5.2) | 15.4 (6.3) | 15.6 (6.1) |
| Median (min‐max) | 16.2 (10.7‐24.8) | 14.0 (4.1‐31.2) | 14.5 (4.1‐31.2) |
| eGFR, mL/min/1.73 m2 | |||
| Mean (SD) | 118 (18) | 108 (21) | 110 (21) |
| Median (min‐max) | 124 (94‐141) | 103 (74‐155) | 105 (74‐155) |
BlyS, B Lymphocyte Stimulator; BMI, body mass index; eGFR, estimated glomerular filtration rate; FFM, fat‐free mass; IgG, immunoglobulin G.
One patient was aged 17 years at the time of screening.
Parameter Estimates of the Final popPK Model
| Parameter | Implementation | Model Point Estimate (%RSE, | Bootstrap Estimates, |
|---|---|---|---|
| Fixed effects | |||
| CL (mL/day) | 158 (3.6%, 147–169) | 157 (142–169) | |
| Effect of BFFM | × (BFFM/34.4)θ | 0.691 (18.6%, 0.439–0.942) | 0.691 (0.418–0.963) |
| Effect of BEGFR | × (BEGFR/105.21)θ | 0.561 (34.4%, 0.183–0.939) | 0.510 (0.079–0.966) |
| Effect of BIGG | × (BIGG/14.5)θ | 0.396 (24.8%, 0.204–0.588) | 0.415 (0.237–0.639) |
| Effect of BPROT | × (BPROT/0.132)θ | 0.184 (26.4%, 0.089–0.279) | 0.176 (0.082–0.289) |
| V1 (mL) | 1927 (4.0%, 1777–2077) | 1932 (1782–2090) | |
| Effect of BFFM | x (BFFM/34.4)θ | 0.944 (13.5%, 0.694–1.19) | 0.941 (0.695–1.220) |
| Effect of BWBC | x (BWBC/5.9)θ | 0.245 (39.9%, 0.054–0.437) | 0.242 (0.020–0.426) |
| Q (mL/day) | 701 (18.6%, 445–957) | 700 (150–931) | |
| Effect of BFFM | × (BFFM/34.4)θ | — | — |
| V2 (mL) | × (BFFM/34.4)θ | 1622 (15.2%, 1138–2105) | 1635 (1128–2157) |
| Effect of BFFM | — | — | |
| Between‐patient variability (log‐scale variance and covariance parameters) | |||
| ω2 CL | 0.0477 (28.8%, 0.0207–0.0746) | 0.0407 (0.0175–0.0674) | |
| ω2 V1 | 0.0620 (24.7%, 0.0320–0.0920) | 0.0572 (0.0306–0.0888) | |
| ω2 CL/V1 | 0.0366 (34.1%, 0.0122–0.0611) | 0.0347 (0.0117–0.0590) | |
| ω2 V2 | 0.434 (29.1%, 0.187–0.681) | 0.418 (0.203–1.413) | |
| Residual variability (variance parameters) | |||
| σ2 proportional | 0.0884 (18.3%, 0.0568–0.120) | 0.0871 (0.0603–0.120) | |
| σ2 additive | 0.0139 (fixed) | 0.0139 (fixed) | |
%RSE, relative standard error as percentage of estimate; BEGFR, baseline estimated glomerular filtration rate; BFFM, baseline fat‐free mass; BIGG, baseline immunoglobulin G levels; BPROT, baseline proteinuria level; BWBC, baseline white blood cell count; CI, confidence interval; CL, clearance; Q, intercompartment clearance; V1, volume of distribution for the central compartment; V2, volume of distribution for the peripheral compartment.
Calculated as (standard error/mean) × 100%.
Bootstrap parameters based on 1694 successful minimizations from 2000 attempts.
Figure 1Covariate parameter estimates for the final popPK model. BEGFR, baseline estimated glomerular filtration rate; BFFM, baseline fat‐free mass; BIGG, baseline serum immunoglobulin G; BPROT, baseline proteinuria; BWBC, baseline white blood cell count; CI, confidence interval; CL, clearance, popPK, population pharmacokinetics; Q, intercompartment clearance; V1, central volume of distribution; V2, peripheral volume of distribution. Point estimates for the size of the covariate effect are shown for the 10th (blue points) and 90th (red points) percentiles in the observed covariate values. The uncertainty in the point estimates due to the precision in the covariate parameter estimates is shown (horizontal bars).
Figure 2Visual predictive check of the final popPK model with respect to nominal time. CI, confidence interval; popPK, population pharmacokinetics. Serum concentrations below the limit of quantification were not included in the analysis.
Summary of Individual Belimumab PK and Exposure Parameters by Baseline Age Group
| Parameter | Baseline Age 5‐11 Years (Cohort 2), n = 10 | Baseline Age 12‐17 Years (Cohorts 1 and 3), n = 43 | Total Pediatric Population, n = 53 | Adult Population, n = 563 |
|---|---|---|---|---|
| Cmax, ss, μg/mL | 306 (22.1) [267, 350], 312 (63) | 330 (25.0) [306, 355], 340 (88) | 325 (24.5) [305, 347], 335 (84) | 311 (20.3) [306, 316], 317 (66) |
| Cmin, ss, μg/mL | 42 (61.7) [30, 60], 48 (25) | 54 (55.3) [47, 63], 61 (30) | 52 (57.0) [45, 60], 59 (30) | 46 (57.2) [44, 48], 53 (30) |
| Cavg, ss; μg/mL | 92 (42.9) [71, 118], 99 (37) | 116 (32.5) [106, 127], 122 (38) | 111 (35.5) [101, 122], 117 (39) | 100 (34.6) [98, 103], 106 (39) |
| AUCss, day μg/mL | 2569 (42.9) [1992, 3314], 2760 (1031) | 3247 (32.5) [2954, 3570], 3408 (1078) | 3107 (35.5) [2832, 3409], 3285 (1090) | 2811 (34.6) [2734, 2890], 2979 (1087) |
| Vss, mL | 2542 (47.7) [1921, 3365], 2788 (1301) | 3798 (35.7) [3425, 4212], 4008 (1263) | 3521 (41.3) [3164, 3918], 3778 (1347) | 5216 (12.6) [5163, 5271], 5257 (652) |
| Vz, mL | 2754 (51.7) [2037, 3724], 3059 (1477) | 4015 (38.1) [3597, 4482], 4269 (1447) | 3739 (43.4) [3344, 4182], 4041 (1515) | 6037 (13.5) [5970, 6104], 6090 (806) |
| CL, mL/day | 119 (33.1) [97, 145], 125 (40) | 169 (39.4) [151, 190], 182 (72) | 158 (40.8) [143, 176], 171 (71) | 232 (33.1) [226, 239], 244 (80) |
| T1/2α, day | 0.73 (34.4) [0.6, 0.9], 0.77 (0.25) | 0.81 (32.0) [0.74, 0.89], 0.85 (0.25) | 0.79 (32.4) [0.73, 0.86], 0.83 (0.25) | 1.68 (13.0) [1.66, 1.70], 1.69 (0.22) |
| T1/2β, day | 16.1 (30.2) [13.4, 19.3], 16.8 (5.6) | 16.4 (37.4) [14.7, 18.3], 17.5 (6.8) | 16.4 (35.8) [14.9, 18], 17.4 (6.5) | 18.0 (27.3) [17.6, 18.4], 18.7 (5.1) |
AUC, area under serum drug concentration‐time curve; Cavg, average serum drug concentration; CI, confidence interval; CL, clearance; Cmin, minimum serum drug concentration; Cmax, maximum serum drug concentration; SS, steady state; T1/2α, elimination half‐life for first phase; T1/2β, elimination half‐life for second (terminal) phase; Vss, steady‐state volume of distribution; Vz, terminal‐phase volume of distribution.
All data are presented as geometric mean (coefficient of variation [%]) [95%CI], arithmetic mean (standard deviation).
The adult population was derived from a phase 1 study, a phase 2 study, and 2 phase 3 studies (BLISS‐52, BLISS‐76) of belimumab in patients with SLE, as described by Struemper et al.12
Figure 3Belimumab exposure at steady state. (a) Steady‐state Cavg versus FFM at baseline by age group. (b) Simulated steady‐state PK profiles by age group compared with adult profiles. Cavg, average serum drug concentration; FFM, fat‐free mass; PK, pharmacokinetics. Observed belimumab serum concentrations below the limit of quantification were not included in the analysis data set when calculating the individual pediatric profiles.
Figure 4Belimumab steady‐state concentrations shown by (a) SRI4 responders and (b) SAE occurrence. Cavg, average serum drug concentration; SAE, serious adverse event; SRI4, Systemic Lupus Erythematosus Responder Index 4. Box plots show the median (central horizontal line), interquartile range (the box, represented by the upper and lower horizontal lines), and the nearest data point no more than 1.5 times above or below the box (the whiskers, represented by the extended vertical lines). The notches, shown by the diagonal lines connecting the median to the side of the box, represent the precision in the estimate of the median value. Individual data points are superimposed for the 5‐ to 11‐year group (red points) and the 12‐ to 17‐year group (black points).
Effect of Three Body Size Covariates on the Objective Function of the Final popPK Model
| Body Size Covariate | Exponent Value; CL, Q | Exponent Value; V1, V2 | Model Objective Function Value |
|---|---|---|---|
| FFM (final model) | 0.691 | 0.944 | 5148.9 |
| Body weight (variant 1) | 0.591 | 0.802 | 5150.1 |
| Body weight and BMI (variant 2) | 0.950 | 1.14 | 5145.9 |
| −0.727 | −0.669 |
BMI, body mass index; CL, clearance; FFM, fat‐free mass; popPK, population pharmacokinetics; Q, intercompartment clearance; V1, central volume of distribution; V2, peripheral volume of distribution.