| Literature DB >> 32613752 |
Mita Kuchimanchi1, Michael Monine1, Kumar Kandadi Muralidharan1, Caroline Woodward1, Natalia Penner1.
Abstract
This modeling and simulation analysis was aimed at selecting doses of cinpanemab (BIIB054), a monoclonal antibody targeting aggregated α-synuclein, for a phase II study in Parkinson's disease (PD). Doses and regimens were proposed based on anticipated target concentration in brain interstitial fluid (ISF); in vitro/in vivo data on the affinity of monoclonal antibodies to the target protein; and safety, tolerability, and pharmacokinetic data (1-135 mg/kg intravenous administration) from a phase I single ascending dose (SAD) study. A population pharmacokinetic modeling approach was used to select intravenous doses of 250, 1,250, and 3,500 mg every 4 weeks, to maintain 50%, 90%, and > 90% of target binding in ISF of PD participants. A favorable safety profile from the SAD study-which showed that cinpanemab was generally well-tolerated at doses up to 90 mg/kg, supported by modeling and simulations of the anticipated safety margins-allowed implementation of a fixed-dose approach.Entities:
Year: 2020 PMID: 32613752 PMCID: PMC7499191 DOI: 10.1002/psp4.12538
Source DB: PubMed Journal: CPT Pharmacometrics Syst Pharmacol ISSN: 2163-8306
Figure 1Structure of the serum cerebrospinal fluid (CSF) population pharmacokinetic model for cinpanemab. CL, systemic clearance; K13, rate constant from the central compartment to the cerebrospinal fluid; K31, rate constant from the cerebrospinal fluid compartment to the central compartment; Q, intercompartmental clearance; V1, volume of distribution of the central compartment; V2, volume of distribution of the peripheral compartment; V3, volume of the cerebrospinal fluid compartment.
Figure 2Simulated steady‐state pharmacokinetics for assessing weight‐based vs. fixed‐dose approach. Area under the concentration‐time curve at steady‐state (AUCss) using a weight‐based 45 mg/kg (a) vs. a fixed‐dose 3,375 mg approach (b). Maximum concentration at steady‐state (Cmaxss, µg/mL) using a weight‐based 45 mg/kg (c) vs. fixed‐dose 3,375 mg approach (d).
Cinpanemab population pharmacokinetic parameter estimates
| Parameter | Estimate | SE (%RSE) | Shrinkage |
|---|---|---|---|
| Serum | |||
| tvCL. L/h | 0.00465 | 2.37E−04 (5.1) | |
| tvV1, L | 2.43 | 6.96E−02 (2.9) | |
| tvQ, L/h | 0.0183 | 1.15E−03 (6.3) | |
| tvV2, L | 2.21 | 6.67E−02 (3.0) | |
| Proportional error | 0.0975 | 3.25E−03 (3.3) | |
| CSF | |||
| tvV3, L | 0.175 | ||
| tvK13, 1/h | 7.38E−07 | 7.56E−08 (10.2) | |
| tvK31, 1/H | 0.00732 | 6.16E−04 (8.4) | |
| Body‐weight exponent on V1 | 0.588 | 3.13E−01 (36.8) | |
| Body‐weight exponent on CL | 0.851 | 1.76E−01 (29.9) | |
| Proportional error | 0.296 | 4.04E−02 (1.37) | 9.6 |
| IIV | |||
| tvCL | 0.0645 (25.4) | 0.0161 (25) | 1.1 |
| tvV1 | 0.0192 (13.9) | 0.00508 (26.4) | 3.3 |
| tvQ | 0.0544 (23.3) | 0.0294 (54) | 32.6 |
| tvV2 | 0.0169 (13.0) | 0.00742 (43.9) | 24.0 |
| tvK13 | 0.2 (44.7) | 0.0639 (32) | 12.0 |
Shrinkage is the residual error shrinkage standard deviation percent reported for residual error using EPSSHRINKSD from nonlinear mixed‐effect modeling (NONMEM) output and interparticipant shrinkage for eta reported in percent using ETASHRINKSD from NONMEM output.
%RSE, percent of relative standard errors; CL, systemic clearance; CSF, cerebrospinal fluid; IIV, interindividual variability; K13, rate constant from the central compartment to the cerebrospinal fluid; K31, rate constant from the cerebrospinal fluid compartment to the cerebrospinal fluid compartment; Q, intercompartmental clearance; tv, typical value; V1, volume of distribution of the central compartment; V2, volume of distribution of the peripheral compartment; V3, volume of cerebrospinal fluid compartment.
Projected steady‐state cinpanemab serum AUCtau, steady‐state Cmax, and safety margins for phase II doses
| Dose, mg | Projected parameters | Safety margins | ||
|---|---|---|---|---|
|
Median (q5–q95) AUCtau, h*µg/mL |
Median (q5–q95) Cmax, µg/mL |
Median (q5‐q95) AUCtau, h*µg/mL |
Median (q5–q95) Cmax, µg/mL | |
| Phase II study | ||||
| 250 | 42,700 (27,400–68,200) | 175 (111–276) | 131 (204–82) | 114 (180–72) |
| 1,250 | 214,000 (135,000–337,000) | 882 (573–1,450) | 26 (41–17) | 23 (35–14) |
| 3,500 | 612,000 (386,000–960,000) | 2,480 (1,630–3,930) | 9 (15–6) | 8 (12–5) |
| Japanese FIH study | ||||
| 1,250 | 371,580 (276,340–504,370) | 1,020 (790–1,360) | 15 (20–11) | 20 (15–25) |
| 3,500 | 1,015,600 (761,000–1,347,000) | 2,840 (2,160–3,700) | 5 (7–4) | 7 (9–5) |
AUCtau, area under the concentration‐time curve from time zero to the time of next dosing; Cmax, maximum observed concentration; FIH, first‐in‐human; q, percentile.
Calculated based on mean AUC0–168h and Cmax after the last dose of cinpanemab in the 26‐week rat toxicology study. AUCtau at no‐observed‐adverse‐effect level = AUC0–168h*4 = 5,580,000 h*µg/mL.; Cmax = 20,000 µg/mL.
Figure 3Simulated cinpanemab cerebrospinal fluid (CSF) concentration‐time profiles for proposed doses in phase II. Solid line = population median; shaded area = 90% prediction interval. EC50, half maximal effective concentration; EC90, 90% maximal effective concentration.
Summary statistics of simulated steady‐state trough CSF concentrations (µg/mL) for proposed phase II doses
| Dose, mg | Simulated steady‐state trough CSF concentrations, μg/mL | ||
|---|---|---|---|
| Median, q50 | q5 | q95 | |
| 250 | 0.076 | 0.029 | 0.191 |
| 1,250 | 0.369 | 0.128 | 0.936 |
| 3,500 | 1.07 | 0.403 | 2.79 |
CSF, cerebrospinal fluid; q, percentile.