| Literature DB >> 34076336 |
Kevin Hammon1, Greg de Hart1, Brian R Vuillemenot1, Derek Kennedy1, Don Musson1, Charles A O'Neill1, Martin L Katz2,3, Joshua W Henshaw1.
Abstract
Neuronal ceroid lipofuscinosis type 2 (CLN2 disease) is an ultra-rare pediatric neurodegenerative disorder characterized by deficiency of the lysosomal enzyme tripeptidyl peptidase-1 (TPP1). In the absence of adequate TPP1, lysosomal storage material accumulation occurs in the central nervous system (CNS) accompanied by neurodegeneration and neurological decline that culminates in childhood death. Cerliponase alfa is a recombinant human TPP1 enzyme replacement therapy administered via intracerebroventricular infusion and approved for the treatment of CLN2 disease. Here, we describe two allometric methods, calculated by scaling brain mass across species, that informed the human dose selection and exposure prediction of cerliponase alfa from preclinical studies in monkeys and a dog model of CLN2 disease: (1) scaling of dose using a human-equivalent dose factor; and (2) scaling of compartmental pharmacokinetic (PK) model parameters. Source PK data were obtained from cerebrospinal fluid (CSF) samples from dogs and monkeys, and the human exposure predictions were confirmed with CSF data from the first-in-human clinical study. Nonclinical and clinical data were analyzed using noncompartmental analysis and nonlinear mixed-effect modeling approaches. Both allometric methods produced CSF exposure predictions within twofold of the observed exposure parameters maximum plasma concentration (Cmax ) and area under the curve (AUC). Furthermore, cross-species qualification produced consistent and reasonable PK profile predictions, which supported the allometric scaling of model parameters. The challenges faced in orphan drug development place an increased importance on, and opportunity for, data translation from research and nonclinical development. Our approach to dose translation and human exposure prediction for cerliponase alfa may be applicable to other CNS administered therapies being developed.Entities:
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Year: 2021 PMID: 34076336 PMCID: PMC8504808 DOI: 10.1111/cts.13028
Source DB: PubMed Journal: Clin Transl Sci ISSN: 1752-8054 Impact factor: 4.689
Evaluation of PK parameter predictions from cross‐species validation
| Data | Dose |
| Mean (SD) Cmax [µg/ml] | Mean (SD) AUC0‐∞ [µg‐h/ml] | MAPE | ||||
|---|---|---|---|---|---|---|---|---|---|
| Observed | Predicted | PE | Observed | Predicted | PE | ||||
| Monkey | 5 | 3 | 317 (304) | 215 | −32% | 1045 (929) | 1530 | 46% | 36% |
| 14 | 6 | 968 (323) | 602 | −38% | 5770 (1110) | 4280 | −26% | ||
| 20 | 3 | 1580 (2210) | 860 | −45% | 8670 | 6110 | −30% | ||
| Dog | 4 | 2 | 473 (246) | 282 | −40% | 1880 (598) | 1840 | −2% | 20% |
| 16 | 6 | 1460 (913) | 1130 | −23% | 6450 (3450) | 7360 | 14% | ||
Abbreviations: AUC0–∞, area under the concentration‐time curve from time 0 to infinity; Cmax, maximum plasma concentration; MAPE, mean absolute percentage error; PE, percent prediction error; PK, pharmacokinetic.
MAPE calculated as the mean of the absolute values of the PEs for Cmax and AUC0‐∞ across dose levels for each species.
Compartmental PK parameters from the dog were scaled to the monkey and simulated to predict the PK in the monkey.
Compartmental PK parameters from the monkey were scaled to the dog and simulated to predict the PK of the dog.
Elimination rate constant could not be determined for one animal and thus AUC0–∞.
FIGURE 1Individual animal concentration‐time profiles in dogs (a and b) and monkeys (c and d). Plots (a) and (c) depict the entire profile while plots (b) and (d) depict a partial profile up to 12 h after the start of the infusion. The vertical dashed line represents the end of the infusion, which typically occurred at 2 h in the dogs and 3.6 h in the monkeys. CSF, cerebrospinal fluid
Nonclinical and clinical population pharmacokinetic parameters
| Parameter (Units) | Parameter estimate | |||||
|---|---|---|---|---|---|---|
| Dogs | Monkeys | Estimate scaled to humans | Humans | |||
| Dogs | Monkeys | |||||
| Population parameters [RSE] | Population parameters [RSE] | Scaled parameter | Scaled parameter | Population parameters [RSE] | Bootstrap result median [95% CI] | |
| ka (1/h) | 0.733 [29%] | 3.56 [34%] | 0.733 | 3.56 | – | – |
| V1 (ml) | 8.36 [15%] | 13.5 [15%] | 167 | 208 | 225.7 [5.8%] | 222 [192–253] |
| CL (ml/hr) | 2.82 [16%] | 2.98 [14%] | 26.7 | 23.1 | 30.7 [5.4%] | 31 [27–34] |
| V2 (ml) | 0.271 [53%] | 0.776 [42%] | 5.42 | 11.9 | 3.71 [19.8%] | 4.1 [3–44] |
| Q (ml/h) | 0.00567 [81%] | 0.00416 [31%] | 0.0536 | 0.0323 | 0.0805 [13.8%] | 0.085 [0.058–0.78] |
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| ω2V1 | – | – | – | – | 25.3% [34.4%, 18.45] | 24% [11% –35%] |
| ω2 CL | 12.5% [1.74%, 6.87] | 15.9% [31%, 1E−10] | – | – | 31.1% [23.1%, 3.90] | 30% [22%–37%] |
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| σ2 Proportional | 0.749 [24%, 1.55] | 0.468[20%,1.78] | – | – | 0.412 [12.1%, 2.54] | 0.40 [0.32–0.51] |
Abbreviations: CI, confidence interval; CL, clearance; CV, coefficient of variation; IIV, interindividual variability.
Ka was not scaled to a human estimate and was assumed to be the same as the nonclinical species.
Ka not shown because human model was not described by first‐order absorption.
IIV was not assessed on V1 for the dog and monkey model.
IIV and residual error were not scaled to human estimate.
FIGURE 2Cross‐species qualification. Observed data is indicated as open circles while simulated data is shown as colored lines. (a) Observed concentrations in the monkey overlaid with the predicted monkey profile scaled from the dog; (b) observed concentrations in the dog overlaid with the predicted dog profile when scaled from the monkey. CSF, cerebrospinal fluid
FIGURE 3Predicted human CSF PK profiles after scaling compartmental PK model parameters from dogs and monkeys. Predicted CSF PK profiles in human using compartmental model parameters scaled from the dog (solid lines) and monkey (dashed lines) over 150 h after start of infusion (right) and the initial 12 h (left). The vertical dashed line represents the end of the infusion. CSF, cerebrospinal fluid; PK, pharmacokinetic
Evaluation of human exposure predictions after scaling dose and model parameters
| Scaled by | Species | Dose | HED |
| Cmax | AUC0‐∞ | MAPE | MAPE | |||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Predicted Mean (SD) (µg/ml) | PE | Predicted Mean (SD) (µg‐h/ml) | PE | Monkey | Dog | ||||||
| Dose | Dog | 16 | 320 | 6 | 1460 (913) | −8% | 6450 (3450) | −37% | 21% | 19% | 30% |
| Monkey | 20 | 300 | 3 | 1580 (2210) | 6% | 8670 | −9% | ||||
| Model parameters | Dog | 300 | NA | NA | 1090 | −27% | 11200 | 18% | 28% | ||
| Monkey | 300 | NA | NA | 1100 | −26% | 13000 | 36% | ||||
The observed mean (SD) exposure obtained in the clinic following a 300 mg dose (n = 17) was 1490 (942) and 9530 (4140) for Cmax (µg/ml) and AUC (µg‐h/ml), respectively.
Abbreviations: AUC0–∞, area under the concentration‐time curve from time 0 to infinity; Cmax, maximum plasma concentration; HED, human equivalent dose; MAPE, mean absolute percentage error; PE, prediction error.
MAPE calculated as the mean of the absolute values of the PEs for Cmax and AUC0‐∞ across species for each method.
MAPE calculated as the mean of the absolute values of the PEs for Cmax and AUC0‐∞ across methods for each species.
Cmax and AUC were normalized by dose before calculating % errors.
Predicted exposure parameters Cmax and AUC calculated from a simulated exposure profile.
There were 2 that the elimination rate constant could not be determined for one animal and thus AUC0‐∞.
FIGURE 4Human CSF PK profiles from nonclinical predictions and observed data following a single 300 mg ICV infusion in CLN2 patients. Predicted human CSF PK profile from scaling of compartmental parameters from dogs (red) and monkeys (green) with the observed mean (+SD) of the observed CSF PK in patients with CLN2 disease (N = 17) following a single ICV infusion of 300 mg cerliponase alfa. CLN2, Neuronal ceroid lipofuscinosis type 2; CSF, cerebrospinal fluid; ICV, intracerebroventricular; PK, pharmacokinetic