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Jones G, Zeng L, Kim J. Mechanism-Based Pharmacokinetic Modeling of Absorption and Disposition of a Deferoxamine-Based Nanochelator in Rats. Mol Pharm 2023; 20:481-490. [PMID: 36378830 DOI: 10.1021/acs.molpharmaceut.2c00737] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Deferoxamine (DFO) is an effective FDA-approved iron chelator. However, its use is considerably limited by off-target toxicities and an extremely cumbersome dose regimen with daily infusions. The recent development of a deferoxamine-based nanochelator (DFO-NP) with selective renal excretion has shown promise in ameliorating animal models of iron overload with a substantially improved safety profile. To further the preclinical development of this promising nanochelator and to inform on the feasibility of clinical development, it is necessary to fully characterize the dose and administration-route-dependent pharmacokinetics and to develop predictive pharmacokinetic (PK) models describing absorption and disposition. Herein, we have evaluated the absorption, distribution, and elimination of DFO-NPs after intravenous and subcutaneous (SC) injection at therapeutically relevant doses in Sprague Dawley rats. We also characterized compartment-based model structures and identified model-based parameters to quantitatively describe the PK of DFO-NPs. Our modeling efforts confirmed that disposition could be described using a three-compartment mamillary model with elimination and saturable reabsorption both occurring from the third compartment. We also determined that absorption was nonlinear and best described by parallel saturable and first-order processes. Finally, we characterized a novel pathway for saturable SC absorption of an ultrasmall organic nanoparticle directly into the systemic circulation, which offers a novel strategy for improving drug exposure for nanotherapeutics.
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Affiliation(s)
- Gregory Jones
- Department of Pharmaceutical Sciences, Northeastern University, Boston, Massachusetts 02115, United States
| | - Lingxue Zeng
- Department of Biomedical and Nutritional Sciences, University of Massachusetts Lowell, Lowell, Massachusetts 01854, United States
| | - Jonghan Kim
- Department of Biomedical and Nutritional Sciences, University of Massachusetts Lowell, Lowell, Massachusetts 01854, United States
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2
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Constant infusion case of one compartment pharmacokinetic model with simultaneous first-order and Michaelis-Menten elimination: analytical solution and drug exposure formula. J Pharmacokinet Pharmacodyn 2021; 48:495-508. [PMID: 33629256 DOI: 10.1007/s10928-021-09740-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Accepted: 01/20/2021] [Indexed: 10/22/2022]
Abstract
The main objective of this article is to propose the closed-form solution of one-compartment pharmacokinetic model with simultaneous first-order and Michaelis-Menten elimination for the case of constant infusion. For the case of bolus administration, we have previously established a closed-form solution of the model through introducing a transcendent X function. In the same vein, we found here a closed-form solution of constant infusion could be realized through introducing another transcendent Y function. For the general case of constant infusion of limited duration, the closed-form solution is then fully expressed using both X and Y functions. As direct results, several important pharmacokinetic surrogates, such as peak concentration [Formula: see text] and total drug exposure AUC[Formula: see text], are found the closed-form expressions and ready to be analyzed. The new pharmacokinetic knowledge we have gained on these parameters, which largely exhibits in a nonlinear feature, is in clear contrast to that of the linear case. Finally, with a pharmacokinetic model adapted from that formerly reported on phenytoin, we numerically analyzed and illustrated the roles of different model parameters and discussed their influence on drug exposure. To conclude, the present findings elucidate the intrinsic quantitative structural properties of such pharmacokinetic model and provide a new avenue for future modelling and rational drug designs.
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Sánchez-Félix M, Burke M, Chen HH, Patterson C, Mittal S. Predicting bioavailability of monoclonal antibodies after subcutaneous administration: Open innovation challenge. Adv Drug Deliv Rev 2020; 167:66-77. [PMID: 32473188 DOI: 10.1016/j.addr.2020.05.009] [Citation(s) in RCA: 76] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 05/21/2020] [Accepted: 05/22/2020] [Indexed: 12/27/2022]
Abstract
Despite the increasing trend towards subcutaneous delivery of monoclonal antibodies, factors influencing the subcutaneous bioavailability of these molecules remain poorly understood. To address critical knowledge gaps and issues during development of subcutaneous dosage forms for monoclonal antibodies, the Subcutaneous Drug Delivery and Development Consortium was convened in 2018 as a pre-competitive collaboration of recognized industry experts. One of the Consortium's eight problem statements highlights the challenges of predicting human bioavailability of subcutaneously administered monoclonal antibodies due to a lack of reliable in vitro and preclinical in vivo predictive models. In this paper, we assess the current landscape in subcutaneous bioavailability prediction for monoclonal antibodies and discuss the gaps and opportunities associated with bioavailability models for biotherapeutics. We also issue an open challenge to industry and academia, encouraging the development of reliable models to enable subcutaneous bioavailability prediction of therapeutic large molecules in humans and improve translation from preclinical species.
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Affiliation(s)
- Manuel Sánchez-Félix
- Novartis Institutes for BioMedical Research, 700 Main Street, Cambridge, MA 02139, USA.
| | - Matt Burke
- Radius Health, Inc, 550 E. Swedesford Road, Suite 370, Wayne, PA 19087, USA.
| | - Hunter H Chen
- Regeneron Pharmaceuticals, Inc, 777 Old Saw Mill River Rd, Tarrytown, NY 10591, USA.
| | - Claire Patterson
- Seda Pharmaceutical Development Services, Ltd., Alderley Park, Alderley Edge, Cheshire SK10 4TG, UK.
| | - Sachin Mittal
- Merck & Co., Inc, 2000 Galloping Hill Rd, Kenilworth, NJ 07033, USA.
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4
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Qian Y, Shao Q, Xu Q, Qiao H. Pharmacokinetics of Recombinant Human Growth Hormone (rhGH) in Beagles by ELISA. CURR PHARM ANAL 2020. [DOI: 10.2174/1573412915666190709094740] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Background::
Somatropin is recombinant human growth (GH) used for the treatment of
growth failure in children and GH deficiency in adults. At present, rhGH marketed in China is mostly
freeze-dried powder injection. As the lyophilization process is unstable, time-consuming and costly,
rhGH has been prepared into an aqueous solution for administering directly.
Introduction::
In this study, the pharmacokinetics of two dosage forms of rhGH in beagle dogs after
single subcutaneous administration was determined by enzyme-linked immunosorbent assay (ELISA).
Methods:
Twelve healthy beagles (male, 6:female, 6) were used for the pharmacokinetic study and
were equally divided into two groups. Subcutaneous injection of 0.2 IU/kg with rhGH in the two formulations.
The blood samples were taken from forearms, 0, 0.033, 0.083, 0.25, 0.5, 1, 2, 3, 4, 7, 10, 24 h
and collected the beagle plasma on time. The pharmacokinetic parameters of rhGH after subcutaneous
(s.c.) injection were determined experimentally on beagles. Primary PK endpoints were area under the
serum concentration-time curve (AUC0-t) and maximum serum concentration (Cmax). Serum rhGH level
was determined by enzyme-linked immunosorbent assay.
Results::
The calibration curves obtained were linear over the concentration range of 25 to 1600 ng/ml
for recombinant human growth. The results of the intra- and inter-day precision and accuracy studies
were well within the acceptable limits. The analysis samples were stable under different storage conditions
and temperature.
Conclusions::
The developed ELISA method has been successfully applied to the studies of pharmacokinetic
of recombinant human growth hormone in beagles.
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Affiliation(s)
- Yueyue Qian
- School of Pharmaceutical Sciences, Nanjing Tech University, Nanjing 211816, China
| | - Qing Shao
- Jiangsu Provincial Institute of Materia Medica, Nanjing 211816, China
| | - Quanyu Xu
- School of Pharmaceutical Sciences, Nanjing Tech University, Nanjing 211816, China
| | - Hongqun Qiao
- School of Pharmaceutical Sciences, Nanjing Tech University, Nanjing 211816, China
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Wu X, Nekka F, Li J. Analytical Solution and Exposure Analysis of a Pharmacokinetic Model with Simultaneous Elimination Pathways and Endogenous Production: The Case of Multiple Dosing Administration. Bull Math Biol 2019; 81:3436-3459. [PMID: 31420841 DOI: 10.1007/s11538-019-00651-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Accepted: 07/15/2019] [Indexed: 12/17/2022]
Abstract
In this paper, a typical pharmacokinetic (PK) model is studied for the case of multiple intravenous bolus-dose administration. This model, of one-compartment structure, not only exhibits simultaneous first-order and Michaelis-Menten elimination, but also involves a constant endogenous production. For the PK characterization of the model, we have established the closed-form solution of concentrations over time, the existence and local stability of the steady state. Using analytical approaches and the concept of corrected concentration, we have shown that the area under the curve ([Formula: see text]) at steady state is higher compared to that at the single dose ([Formula: see text]). Moreover, by splitting the dose and dosing interval into halves, we have revealed that it can result in a significant decrease in the steady-state average concentration. These model-based findings, which contrast with the current knowledge for linear PK, confirm the necessity to revisit drugs exhibiting nonlinear PK and to suggest a rational way of using mathematical analysis for the dosing regimen design.
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Affiliation(s)
- Xiaotian Wu
- Department of Mathematics, Shanghai Maritime University, Shanghai, 201306, People's Republic of China
- Faculté de pharmacie, Université de Montréal, Montreal, QC, H3C 3J7, Canada
| | - Fahima Nekka
- Faculté de pharmacie, Université de Montréal, Montreal, QC, H3C 3J7, Canada
- Centre de Recherches Mathématiques, Université de Montréal, Montreal, QC, H3C 3J7, Canada
| | - Jun Li
- Faculté de pharmacie, Université de Montréal, Montreal, QC, H3C 3J7, Canada.
- Centre de Recherches Mathématiques, Université de Montréal, Montreal, QC, H3C 3J7, Canada.
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Vestergaard B, Thygesen P, Kreilgaard M, Fels JJ, Lykkesfeldt J, Agersø H. The kidneys play a central role in the clearance of rhGH in rats. Eur J Pharm Sci 2016; 86:29-33. [PMID: 26946443 DOI: 10.1016/j.ejps.2016.02.019] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2015] [Revised: 02/24/2016] [Accepted: 02/29/2016] [Indexed: 10/22/2022]
Abstract
The kidneys are thought to play an important role in the clearance of recombinant human growth hormone (rhGH), but the relative importance is not clear. Obtaining knowledge of clearance pathway is an important prerequisite for the development of new long acting growth hormone analogues targeted at treatment of patients with growth hormone disorders. The purpose of this study was to investigate the relative importance of the kidneys in the clearance of rhGH. The study employed a newly validated nephrectomy rat model and a population based pharmacokinetic approach to assess renal clearance of rhGH in non-anesthetized rats, anesthetized rats and in nephrectomized anesthetized rats. Clearance in non-anesthetized rats was 290 ml/h/kg. This was reduced to 185 ml/h/kg by anesthesia and further reduced to 18 ml/h/kg by nephrectomy. As nephrectomy was able to reduce clearance with 90%, we conclude that renal clearance plays a pivotal role in the elimination of rhGH in rats.
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Affiliation(s)
- Bill Vestergaard
- Global Research, Novo Nordisk A/S, Novo Nordisk Park, DK-2760 Måløv, Denmark; Faculty of Health and Medical Sciences, University of Copenhagen, Ridebanevej 9, DK-1870 Frederiksberg C, Denmark.
| | - Peter Thygesen
- Global Research, Novo Nordisk A/S, Novo Nordisk Park, DK-2760 Måløv, Denmark
| | - Mads Kreilgaard
- Global Research, Novo Nordisk A/S, Novo Nordisk Park, DK-2760 Måløv, Denmark
| | - Johannes Josef Fels
- Global Research, Novo Nordisk A/S, Novo Nordisk Park, DK-2760 Måløv, Denmark
| | - Jens Lykkesfeldt
- Faculty of Health and Medical Sciences, University of Copenhagen, Ridebanevej 9, DK-1870 Frederiksberg C, Denmark
| | - Henrik Agersø
- Global Research, Novo Nordisk A/S, Novo Nordisk Park, DK-2760 Måløv, Denmark
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Meibohm B, Zhou H. Characterizing the impact of renal impairment on the clinical pharmacology of biologics. J Clin Pharmacol 2012; 52:54S-62S. [PMID: 22232754 DOI: 10.1177/0091270011413894] [Citation(s) in RCA: 89] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Similar to small-molecule drugs, there is also concern for protein-based therapeutics about their clinical use in patients with renal impairment including renal insufficiency and end-stage renal disease, which may modulate the efficacy and/or safety profile of these compounds. Theoretical considerations and clinical evidence suggest that the kidneys play a relevant role in the catabolism and thus elimination of only those protein therapeutics that have a size below the cutoff for glomerular filtration of approximately 60 kDa. Thus, the effect of renal impairment on protein therapeutics seems to be predictable and only relevant for compounds below this molecular weight cutoff. This is supported by clinical evidence that shows a lack of effect of renal impairment on large proteins such as monoclonal antibodies, whereas smaller proteins below the cutoff such as interleukin-10, growth hormone, erythropoietin, and anakinra experience a gradual decrease of their clearance and increase of their systemic exposure with increasing severity of renal impairment. Thus, dedicated renal impairment studies are warranted in the clinical development program of protein therapeutics that undergo glomerular filtration to establish the scientific rationale for their safe and efficacious use in patients with renal insufficiency.
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Affiliation(s)
- Bernd Meibohm
- College of Pharmacy, University of Tennessee Health Science Center, 881 Madison Avenue, Memphis, TN 38163, USA.
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Zhang S, Shi R, Li C, Parivar K, Wang DD. Fixed dosing versus body size-based dosing of therapeutic peptides and proteins in adults. J Clin Pharmacol 2011; 52:18-28. [PMID: 21233304 DOI: 10.1177/0091270010388648] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Therapeutic biologics are often administered based on body size. A previous study has found that fixed dosing performs similarly to body size-based dosing in reducing intersubject variability in drug exposure across the mAbs studied. This study extended this evaluation to other therapeutic proteins and peptides. Eighteen therapeutic proteins and peptides with published population pharmacokinetic (PK) and/or pharmacodynamic (PD) models were selected for dosing approach evaluation. The relationships between body size and drug exposure (and PD end point when available) were evaluated, and simulation studies were conducted to compare the performance of the 2 dosing approaches. The results showed that fixed dosing performed better for 12 of 18 selected biologics in terms of reducing intersubject variability in exposure at both population and individual levels, whereas body size-based dosing performed better for the other 6 molecules. This result is consistent with the findings for mAbs. Therefore, fixed dosing is recommended for first-in-human studies of proteins and peptides along with mAbs. The final dosing approach for phase 3 studies should be determined based on a full assessment of body size effect on PK/PD when data are available and the therapeutic window of the drug.
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