| Literature DB >> 31753029 |
Colby S Shemesh1, Pascal Chanu2, Kris Jamsen3, Russ Wada3, Gianluca Rossato4, Francis Donaldson5, Amit Garg6,7, Helen Winter6,7, Jane Ruppel8, Xin Wang6, Rene Bruno2, Jin Jin6, Sandhya Girish6.
Abstract
BACKGROUND: The iMATRIX-atezolizumab study was a phase I/II, multicenter, open-label study designed to assess the safety and pharmacokinetics of atezolizumab in pediatric and young adult patients. We describe the pharmacokinetics (PK), exposure-safety, and immunogenicity of atezolizumab in pediatric and young adults with metastatic solid tumors or hematologic malignancies enrolled in this study.Entities:
Keywords: Atezolizumab; Cancer immunotherapy; Clinical pharmacology; Exposure-safety; Immune checkpoint inhibitor; Pediatric oncology; Population pharmacokinetics
Mesh:
Substances:
Year: 2019 PMID: 31753029 PMCID: PMC6868826 DOI: 10.1186/s40425-019-0791-x
Source DB: PubMed Journal: J Immunother Cancer ISSN: 2051-1426 Impact factor: 13.751
Patient baseline demographic and clinical characteristics
| Covariate | Infants < 2 years | Children 2 to < 12 years | Adolescents 12 to < 18 years | Young adults ≥ 18 years | ||||
|---|---|---|---|---|---|---|---|---|
| Median (min–max) | Median (min–max) | Median (min–max) | Median (min–max) | |||||
| Age, years | 2 | 1 (0.6–1.5) | 29 | 7 (2–11) | 38 | 15 (12–17) | 18 | 22 (18–29) |
| Body weight, kg | 2 | 9.1 (8.7–9.5) | 29 | 22.5 (12.0–74.4) | 38 | 51.1 (28.2–105) | 18 | 61.0 (46.2–154) |
| Albumin, g/L | 2 | 33 (30–35) | 28a | 41 (23–46) | 38 | 41 (29–49) | 18 | 39 (27–47) |
| Tumor burden, mm | 2 | 59 (35–83) | 23b | 55 (15–301) | 28d | 78 (11–208) | 15e | 120 (10–258) |
| Female | 1 (50) | – | 14 (48) | – | 16 (42) | – | 9 (50) | – |
| ADA positive | 0 (0)a | – | 5 (17)c | – | 4 (11)e | – | 2 (11)a | – |
| No. of tumor types present | 2 | 1 | 29 | 12 | 38 | 15 | 18 | 10 |
| Lansky/Karnofsky PS | 2 | 90 (90–90) | 29 | 100 (60–100) | 38 | 90 (70–100) | 18 | 95 (70–100) |
Abbreviations: ADA Anti-drug antibodies, PS Performance status
an = 1, bn = 6, cn = 5, dn = 10, en = 3 missing covariates were imputed to the median value
Parameter estimates in pediatric and young adult patients
| Parameter | Pediatric/young adult model | Adult model | ||||
|---|---|---|---|---|---|---|
| Estimate | %RSE | Shrinkage (%) | Estimate | %RSE | Shrinkage (%) | |
| CL (L/day) | 0.217 | 5 | 0.200 | 2 | ||
| V1 (L) | 3.01 | 4 | 3.28 | 2 | ||
| V2 (L) | 1.36 | 11 | 3.63 | 4 | ||
| Q (L/day) | 0.183 | 18 | 0.546 | 8 | ||
| Weight on CL | 0.795 | 8 | 0.808 | 8 | ||
| Albumin on CL | −1.18 | 20 | −1.12 | 10 | ||
| Tumor burden on CL | 0.122 | 35 | 0.125 | 17 | ||
| Positive ADA on CL | 1.23 | 8 | 1.16 | 25 | ||
| Weight on V1 | 0.766 | 8 | 0.559 | 8 | ||
| Albumin on V1 | −0.566 | 29 | −0.350 | 21 | ||
| Sex (female) on V1 | NE | – | − 0.129 | 16 | ||
| Sex (female) on V2 | NE | – | −0.272 | 16 | ||
| Proportional residual variance | 0.051 | 32 | 12 | 0.043 | 7 | 9 |
| Additive residual variance | 68.9 | 109 | 12 | 16.6 | 39 | 9 |
| BSV for CL | 0.0458 | 33 | 21 | 0.0867 | 9 | 9 |
| BSV for V1 | 0.0140 | 65 | 43 | 0.0328 | 18 | 17 |
| BSV for V2 | 0.311 | 63 | 39 | 0.114 | 25 | 33 |
| Correlation of BSVs for CL, V1 | 0.510 | – | 0.341 | |||
| Correlation of BSVs for CL, V2 | NE | – | −0.236 | |||
| Correlation of BSVs for V1, V2 | NE | – | 0.434 | |||
| Objective function | 3637 | 40,748 | ||||
Abbreviations: %RSE Percent relative standard error, ADA Anti-drug antibody, BSV Between-subject variability, CL Clearance, NE Not evaluated, Q Inter-compartmental clearance, V1 Volume of the central compartment, V2 Volume of the peripheral compartment
Fig. 1(a) Prediction-corrected visual predictive check, (b) goodness of fit diagnostic plots, (c) Eta distributions, and (d) random effect correlations to covariates. Prediction-corrected visual predictive check (a): the gray solid and dashed lines represent the observed median and the 10th and 90th percentiles, respectively, while the two shades of blue represent overlap between the empirical 95% prediction intervals. Goodness of fit diagnostic plots (b): the gray solid line indicates fitted values from a nonparametric smoother. Dashed lines indicate the line of unity (top plots), or zero lines and boundary lines for conditional weighted residuals (bottom). Eta distributions (c): the blue solid line represents a density curve. Random effect correlations to covariates (d): for continuous covariates, the blue solid line represents fitted values from a nonparametric smoother. The dashed line indicates the zero line, the box-plot indicates the median and interquartile range (25th to 75th percentile), the whiskers indicate 1.5 times the interquartile range. Abbreviations: ADA anti-drug antibody, CL clearance, V1 volume of the central compartment, V2 volume of the peripheral compartment
Fig. 2Cycle 1 and steady-state (cycle 10) exposure metrics by age group: (a) Cmax, (b) Cmin, and (c) AUC. Expected interquartile range (IQR) from simulated distributions (n = 1000) based on reported geometric means and %CVs. The box-plots indicate the median and IQR (25th to 75th percentile). The whiskers indicate 1.5 times the IQR. Abbreviations: AUC area under the curve, C minimum concentration, C maximum concentration
Predicted summary statistics (median [min–max]) of atezolizumab exposure metrics
| Metric | Observation | Body weight dose (< 18 years) | Flat dose (≥ 18 years) | ||||
|---|---|---|---|---|---|---|---|
| < 30 kg | 30 to < 45 kg | ≥ 45 kg | < 57 kg | 57 to < 65 kg | ≥ 65 kg | ||
| Cmax, μg/mL | Cycle 1 | 270 [182–349] | 330 [232–375] | 349 [281–407] | 492 [303–541] | 486 [419–549] | 326 [243–390] |
| Steady-state | 400 [277–517] | 463 [257–585] | 460 [319–618] | 664 [377–764] | 651 [505–868] | 404 [334–540] | |
| Cmin, μg/mL | Cycle 1 | 55.6 [28.1–82.0] | 65.0 [20.7–91.9] | 65.5 [27.4–108] | 97.3 [47.4–122] | 98.8 [56.9–151] | 57.6 [28.4–87.5] |
| Steady-state | 120 [77.0–181] | 125 [25.4–246] | 112 [37.9–211] | 171 [74.1–225] | 164 [86.2–319] | 88.1 [32.4–149] | |
| AUC, μg*day/mL | Cycle 1 | 2085 [1089–3053] | 2757 [1471–3312] | 2988 [1975–3954] | 4268 [2396–4845] | 4330 [3175–5448] | 2733 [2306–3701] |
| Steady-state | 4045 [2536–5695] | 4781 [1730–7295] | 4510 [2417–7126] | 6692 [3365–8125] | 6574 [4276–10,405] | 3861 [2593–5774] | |
| CL, mL/day/kg | – | 3.72 [2.62–5.89] | 3.20 [2.06–8.67] | 3.15 [2.90–6.10] | 3.62 [2.61–5.20] | 2.90 [1.99–4.92] | 3.25 [1.70–5.16] |
Abbreviations: AUC Area under the curve, C Maximum concentration, C Minimum concentration, CL Clearance
Fig. 3Post-hoc exposures at cycle 1 (a) and steady-state (cycle 10) (b). Exposures across 69 patients aged < 18 years (including two infants < 2 years, 29 children 2 to < 12 years, and 38 adolescents 12 to < 18 years) and 18 young adults aged 18 to < 29 years. The dotted line indicates the therapeutic target exposure of 6 μg/mL. The height of the bar represents the number of patients within that concentration range. A cumulative distribution trend (red line) is superimposed over the frequency distribution histogram. Abbreviation: C minimum concentration
Fig. 4Incidence of grade ≥ 3 AEs (a) and any-grade AESI (b). AEs and AESI are displayed by open blue circles. Solid black circles with standard error bars (y-value: binned probability of having an event from observations; x-value: median exposure value within the bin). Red line: mean model fitted curve (obtained from averaging the fitted curve for each exposure record in the data set). Dashed green lines: binning boundaries. Exposure levels are binned based on the quantiles of the log transformed exposure variable levels. Blue shaded area: based on 100 bootstrap replicates, depicting the 90% confidence band for the mean model fitted curve. Plot is based on 69 patients. Abbreviations: AE adverse event, AESI adverse event of special interest, AUC area under the curve