| Literature DB >> 27923408 |
Idrian García-García1, Ignacio Hernández-González2, Alina Díaz-Machado3, Carlos A González-Delgado3, Sonia Pérez-Rodríguez3, Yanelda García-Vega1, Rosario Campos-Mojena1, Ángela D Tuero-Iglesias1, Carmen M Valenzuela-Silva1, Alieski Cruz-Ramírez1, Alis Martín-Trujillo3, Héctor Santana-Milián4, Pedro A López-Saura1, Iraldo Bello-Rivero5.
Abstract
BACKGROUND: More potent antitumor activity is desired in Interferon (IFN)-treated cancer patients. This could be achieved by combining IFN alpha and IFN gamma. The aim of this work was to characterize the pharmacokinetics and pharmacodynamics of a novel formulation containing a co-formulated combination of IFNs alpha-2b and gamma (CIGB-128-A).Entities:
Keywords: 2′–5′ oligoadenylate synthetase; Beta2-microglobulin; Interferons; Neopterin; Pharmacodynamics; Pharmacokinetics
Mesh:
Substances:
Year: 2016 PMID: 27923408 PMCID: PMC5142133 DOI: 10.1186/s40360-016-0103-8
Source DB: PubMed Journal: BMC Pharmacol Toxicol ISSN: 2050-6511 Impact factor: 2.483
Model description of the seven compartmental models used and estimated parameters
| Model | Description | Parameters |
|---|---|---|
| I | Mono-compartmental with zero order absorption and bioavailability | Tk0, F, V, k |
| II | Mono-compartmental with first order absorption and bioavailability | ka, F, V, k |
| III | Bi-compartmental with first order absorption and bioavailability | ka, F, V, k, k12, k21 |
| IV | Mono-compartmental with simultaneous zero order and first order absorption | Tk0, ka, F, V, k |
| V | Mono-compartmental with consecutive zero order and first order absorption. One bioavailability value | Tk0, ka, F, V, k |
| VI | Mono-compartmental with two simultaneous first order absorptions | ka1, F, ka2, V, k |
| VII | Mono-compartmental with consecutive zero order and first order absorption. One bioavailability value for each absorption component | Tk0, ka, F1, F2, V, k |
Tk0 duration of zero order absorption, F bioavailability associated to absorption processes, V volume of distribution of central compartment, ka rate constant of first order absorption, k first order elimination rate constant, k12 and k21: first order inter-compartmental rate constants
Fig. 1Schematic PK-PD structural model for IFN response
Values of objective function and correlation between measured and predicted concentrations
| Model | IFN | AIC | R2 |
|---|---|---|---|
| I | alpha | 1059 | 0.963 |
| gamma | 1335 | 0.963 | |
| II | alpha | 1160 | 0.897 |
| gamma | 1375 | 0.940 | |
| III | alpha | 1167 | 0.898 |
| gamma | 1380 | 0.941 | |
| IV | alpha | 1062 | 0.963 |
| gamma | 1373 | 0.956 | |
| V | alpha | 980 | 0.983 |
| gamma | 1262 | 0.967 | |
| VI | alpha | 1164 | 0.897 |
| gamma | 1384 | 0.938 | |
| VII | alpha | 1013 | 0.984 |
| gamma | 1341 | 0.965 |
AIC Akaike Information Criterion
Mean individual pharmacokinetic parameters and confidence intervals for IFN alpha-2b and IFN gamma (Model V)
| Parameter (units) | Definition | IFN alpha-2b | IFN gamma | ||
|---|---|---|---|---|---|
| Mean | 95 % CI | Mean | 95 % CI | ||
| Tk0 (h) | Duration of zero order absorption | 5.71 | 5.55–5.87 | 2.66 | 2.08–3.23 |
| ka (h–1) | First order absorption rate | 0.15 | 0.12–0.19 | 0.42 | 0.25–0.58 |
| F | Bioavailability | 0.22 | 0.15–0.30 | 0.15 | 0.15–0.15 |
| V (L) | Volume of distribution of central compartment | 38.4 | 38.4–38.5 | 118 | 21–214 |
| k (h−1) | First order elimination rate order | 0.21 | 0.18–0.23 | 0.09 | 0.08–0.09 |
| Cl (L/h) | Total clearance | 1.8 | 1.1–2.4 | 4.3 | 0.4–8.1 |
Fig. 2Relation between measured and predicted IFN alpha-2b concentrations in serum. Legend: Data correspond to IFN alpha-2b concentrations (pg/mL) measured by EIA after a single intramuscular administration of 24.5 × 106 IU of CIGB-128-A to the nine healthy male subjects, according to model V. a Population predicted concentration. b Individual predicted concentration and (c) VPC graph
Fig. 3Relation between measured and predicted IFN gamma concentrations in serum. Legend: Data correspond to IFN gamma concentrations (pg/mL) measured by EIA after a single intramuscular administration of 24.5 × 106 IU of CIGB-128-A to the nine healthy male subjects, according to model V. a Population predicted concentration. b Individual predicted concentration and (c) VPC graph
Actual and predicted areas under the curve with its estimated bias and precision
| IFN | AUC (pg · h/mL) | Bias | Precision | |
|---|---|---|---|---|
| Actual | Predicted | |||
| alpha-2b | 1979 (1751–2207) | 1970 (1766–2174) | −0.1 (−1.8–1.6) | 6.6 (3.4–9.8) |
| gamma | 4655 (3068–6242) | 4557 (3000–6114) | −2.0 (−3.5–-0.5) | 9.5 (2.5 – 16.5) |
AUC values are reported as mean (95 % CI)
Fig. 4Correlation between actual and predicted AUC (pg · h/mL) for (a) IFN alpha-2b and (b) IFN gamma
Criteria of integrated PK/PD model adequacy for each measured response
| IFN | Criteria | Neopterin | β2M | 2′–5′ OAS1 | Temperature |
|---|---|---|---|---|---|
| alpha-2b | AIC | 1218 | 1099 | 2122 | 1593 |
| R2 | 0.959 | 0.943 | 0.969 | 0.834 | |
| gamma | AIC | 1569 | 1334 | 2283 | 1721 |
| R2 | 0.952 | 0.946 | 0.931 | 0.839 |
AIC Akaike Information Criterion
Mean individual pharmacodynamic parameters and confidence intervals for IFNs alpha-2b and gamma
| Parameter (units) | IFN alpha-2b | IFN gamma | ||
|---|---|---|---|---|
| Mean | 95 % CI | Mean | 95 % CI | |
| Neopterin | ||||
| Smax | 25.8 | 25.2–26.4 | 16.7 | 15.8–17.6 |
| SC50 (pg/mL) | 15.5 | 14.8–16.1 | 19.5 | 13.8–25.3 |
| kin (h−1) | 0.027 | 0.024–0.030 | 0.03 | 0.026–0.034 |
| kout (h−1) | 0.022 | 0.022–0.022 | 0.0247 | 0.0247–0.0248 |
| β2-microglobulin | ||||
| Smax | 1.03 | 0.95–1.1 | 4.5 | 3.81–5.1 |
| SC50 (pg/mL) | 0.31 | 0.03–0.58 | 76.4 | 37.2–115.7 |
| kin (h−1) | 0.141 | 0.133–0.149 | 0.04 | 0.033–0.038 |
| kout (h−1) | 0.070 | 0.067–0.073 | 0.0194 | 0.0190–0.0198 |
| 2′–5′ oligoadenylate synthetase | ||||
| S0 (ng/mL) | 33.9 | 14.5–53.3 | 762 | 721–803 |
| Smax | 25.8 | 10.6–41.0 | 104 | 39–169 |
| SC50 (pg/mL) | 419 | 392–446 | 730 | 394–1066 |
| kin (h−1) | 1990 | 1754–2226 | 237 | 188–285 |
| kout (h−1) | 28.20 | 14.21–42.18 | 17.7 | 6.2–29.1 |
| Body temperature | ||||
| S0 (°C) | 35.9 | 35.9–35.9 | 36.2 | 36.0–36.2 |
| Smax | 9.7 | 9.5–9.8 | 7.2 | 6.7–7.6 |
| SC50 (pg/mL) | 252 | 239–264 | 374 | 254–493 |
| kin (h−1) | 0.864 | 0.858–0.870 | 0.851 | 0.848–0.855 |
| kout (h−1) | 1.0155 | 1.015–1.016 | 1.021 | 1.021–1.021 |
S baseline response, S maximum stimulatory factor attributed to drug, SC50: drug concentration producing 50 % of maximum stimulation, k the zero order rate constant for the production of response, k the first order rate constant for loss of response
Fig. 5Model validation and raw data of pharmacodynamic variables for IFN alpha-2b. Legend: Data correspond to the nine healthy male subjects who received 24.5 × 106 IU of CIGB-128-A at time 0. a Neopterin. b β2M. c 2′–5′ OAS1 and (d) Body temperature (first 48 h). Raw data is plotted together with VPC graph
Fig 6Model validation and raw data of pharmacodynamic variables for IFN gamma. Legend: Data correspond to the nine healthy male subjects who received 24.5 × 106 IU of CIGB-128-A at time 0. a Neopterin. b β2M. c 2′–5′ OAS1 and (d) Body temperature (first 48 h). Raw data is plotted together with VPC graph