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Hanafy BI, Trayton I, Sundqvist M, Caldwell J, Mody N, Day K, Mazza M. Predicting human subcutaneous bioavailability of monoclonal antibodies using an integrated in-vitro/in-silico approach. J Control Release 2025; 380:715-724. [PMID: 39938723 DOI: 10.1016/j.jconrel.2025.02.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Revised: 01/31/2025] [Accepted: 02/09/2025] [Indexed: 02/14/2025]
Abstract
Monoclonal antibodies (mAbs) have become a cornerstone in therapeutic development, increasingly administered via subcutaneous (SC) injection due to its convenience and patient adherence benefits. However, accurately predicting SC bioavailability in humans remains a challenge, largely due to the limitations of traditional animal models that fail to provide reliable predictions for clinical outcomes, creating a significant gap in preclinical evaluations. To address this, we have developed an integrated in-vitro/in-silico approach that employs functional principal component analysis (FPCA) to summarize the release and transmission profiles information generated by the Subcutaneous Injection Site Simulator (SCISSOR) platform. The FPCA method extracted main shape functions from SCISSOR profiles, representing the most significant variations, and the resulting FPC scores were used as predictors in the modelling process. We employed self-validated ensemble modelling (SVEM) to predict the SC human bioavailability of mAbs based on the transmission and release features. SVEM is an ensemble modelling technique allowing the use of all observations for both training and validation making it a suitable method for small sample sizes. The model was further tested on new four commercial mAbs, demonstrating a good agreement between the predicted and actual bioavailability, and outperforming monkey data. We then elucidated how SCISSOR release and transmission profile are correlated with different mAbs and formulation parameters. This approach represents valuable addition to the toolkit for predicting the SC human bioavailability of mAbs. By combining in-vitro and in-silico methods, we offer a reliable approach that can outperform preclinical animal models.
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Affiliation(s)
- Belal I Hanafy
- Advanced Drug Delivery, Pharmaceutical Sciences, Biopharmaceuticals R&D, AstraZeneca, Cambridge, UK.
| | - Isabelle Trayton
- Dosage Formulation Design & Development, BioPharmaceuticals Development, R&D, AstraZeneca, Cambridge, UK
| | - Monika Sundqvist
- Drug Metabolism and Pharmacokinetics, Research and Early Development, Cardiovascular Renal and Metabolism (CVRM), BioPharmaceutical R&D, AstraZeneca, Gothenburg, Sweden
| | - Jenna Caldwell
- Dosage Formulation Design & Development, BioPharmaceuticals Development, R&D, AstraZeneca, Gaithersburg, USA
| | - Neil Mody
- Dosage Formulation Design & Development, BioPharmaceuticals Development, R&D, AstraZeneca, Gaithersburg, USA
| | - Katie Day
- Dosage Formulation Design & Development, BioPharmaceuticals Development, R&D, AstraZeneca, Cambridge, UK
| | - Mariarosa Mazza
- Advanced Drug Delivery, Pharmaceutical Sciences, Biopharmaceuticals R&D, AstraZeneca, Cambridge, UK.
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2
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Wanselius M, Abrahmsén-Alami S, Hanafy BI, Mazza M, Hansson P. A microfluidic in vitro method predicting the fate of peptide drugs after subcutaneous administration. Int J Pharm 2024; 667:124849. [PMID: 39454976 DOI: 10.1016/j.ijpharm.2024.124849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 10/14/2024] [Accepted: 10/18/2024] [Indexed: 10/28/2024]
Abstract
For many biopharmaceuticals, subcutaneous (sc) administration is the only viable route. However, there is no in vitro method available accurately predicting the absorption profiles of subcutaneously injected pharmaceuticals. In this work, we show that a recently developed microfluidics method for interaction studies (MIS) has the potential to be useful in this respect. The method utilises the responsiveness of polyelectrolyte microgel networks to oppositely charged molecules as a means to monitor the interaction between peptides and hyaluronic acid (HA), a major constituent of the subcutaneous extracellular matrix. We use the method to determine parameters describing the strength of interaction between peptide and HA as well as the peptide's aggregation tendency and transport properties in HA networks. The results from MIS studies of the peptide drugs exenatide, pramlintide, vancomycin, polymyxin B, lanreotide, MEDI7219 and AZD2820 are compared with results from measurements with the commercially available SCISSOR system and in vivo absorption and bioavailability data from the literature. We show that both MIS and SCISSOR reveal differences in the peptides' diffusivity and tendency to aggregate in the presence of HA. We show that MIS is particularly good at discriminating between peptides forming aggregates stabilised by non-electrostatic forces in the presence of HA, and peptides forming complexes stabilised by electrostatic interactions with HA. The method provides two parameters that can be used to quantify the peptides' aggregation tendency, the one describing the peptide packing density in complexes with HA and the other the apparent diffusivity upon release in a medium of physiological ionic strength and pH. The order of the peptides when ranked by increasing binding strength at pH 7.4 determined with MIS is shown to be in agreement with the order when ranked by the apparent 1st order absorption rate constant (ka) after sc administration in humans: lanreotide (Autogel) < exenatide (IRF) < AZD2820 < pramlintide < lanreotide (IRF) (IRF: Immediate release formulation). A correlation is found between the 1st order release rate constant determined with SCISSOR and ka for lanreotide (Autogel), exenatide and AZD2820. A mechanism relating the magnitude of ka to the peptides' charge is proposed.
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Affiliation(s)
- Marcus Wanselius
- Department of Medicinal Chemistry, Uppsala University, BMC P.O. Box 574, SE-751 23, Uppsala, Sweden
| | - Susanna Abrahmsén-Alami
- Innovation Strategy & External Liaison. Pharmaceutical Technology & Development, Operations, AstraZeneca, Gothenburg, Sweden
| | - Belal I Hanafy
- Advanced Drug Delivery, Pharmaceutical Sciences, BioPharmaceuticals R&D, AstraZeneca Cambridge, United Kingdom
| | - Mariarosa Mazza
- Advanced Drug Delivery, Pharmaceutical Sciences, BioPharmaceuticals R&D, AstraZeneca Cambridge, United Kingdom
| | - Per Hansson
- Department of Medicinal Chemistry, Uppsala University, BMC P.O. Box 574, SE-751 23, Uppsala, Sweden.
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3
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Rahimi E, Li C, Zhong X, Shi GH, Ardekani AM. The role of initial lymphatics in the absorption of monoclonal antibodies after subcutaneous injection. Comput Biol Med 2024; 183:109193. [PMID: 39423704 DOI: 10.1016/j.compbiomed.2024.109193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 09/18/2024] [Accepted: 09/21/2024] [Indexed: 10/21/2024]
Abstract
The subcutaneous injection is the most common method of administration of monoclonal antibodies (mAbs) due to the patient's comfort and cost-effectiveness. However, the available knowledge about the transport and absorption of this type of biotherapeutics after subcutaneous injection is limited. Here, a mathematical framework to study the subcutaneous drug delivery of mAbs from injection to lymphatic uptake is presented. A poro-hyperelastic model of the tissue is exploited to find the biomechanical response of the tissue together with a transport model based on an advection-diffusion equation in large-deformation poro-hyperelastic Media. The process of mAbs transport to the lymphatic system has two major parts. First is the initial phase, where mAbs are dispersed in the tissue due to momentum exerted by injection. This stage lasts for only a few minutes after the injection. Then there is the second stage, which can take tens of hours, and as a result, mAb molecules are transported from the subcutaneous layer towards initial lymphatics in the dermis to enter the lymphatic system. In this study, we investigate both stages. The process of plume formation, interstitial pressure, and velocity development is explored. Then, the effect of the injection delivery parameters, injection site, and sensitivity of long-term lymphatic uptake due to variability in permeability, diffusivity, viscosity, and binding of mAbs are investigated. Finally, we study two different injection scenarios with variable injection volume and drug concentration inside the syringe and evaluate them based on the rate of lymphatic uptake. We use our results to find an equivalent lymphatic uptake coefficient similar to the coefficient widely used in pharmacokinetic (PK) models to study the absorption of mAbs. Ultimately, we validate our computational model against available experiments in the literature.
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Affiliation(s)
- Ehsan Rahimi
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA
| | - Chenji Li
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA
| | - Xiaoxu Zhong
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA
| | | | - Arezoo M Ardekani
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA.
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4
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Jogdeo CM, Bhattacharya DS, Lin V, Kolhe P, Badkar A. Assessing Physicochemical Stability of Monoclonal Antibodies in a Simulated Subcutaneous Environment. J Pharm Sci 2024; 113:1854-1864. [PMID: 38341129 DOI: 10.1016/j.xphs.2024.02.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Revised: 02/05/2024] [Accepted: 02/05/2024] [Indexed: 02/12/2024]
Abstract
Monoclonal antibodies (mAbs) are being increasingly administered by the subcutaneous (SC) route compared to the traditional intravenous route. Despite the growing popularity of the subcutaneous route, our current knowledge regarding the intricate mechanistic changes happening in the formulation after injection in the subcutaneous space, as well as the in vivo stability of administered mAbs, remains quite limited. Changes in the protein environment as it transitions from a stabilized, formulated drug product in an appropriate container closure to the SC tissue environment can drastically impact the structural stability and integrity of the injected protein. Interactions of the protein with components of the extracellular matrix can lead to changes in its structure, potentially impacting both safety and efficacy. Investigating protein stability in the SC space can enable early assessment of risk and performance of subcutaneously administered proteins influencing clinical decisions and formulation development strategies. The Subcutaneous Injection Site Simulator (SCISSOR) is a novel in vitro system that mimics the subcutaneous injection site and models the events that a protein goes through as it transitions from a stabilized formulation environment to the dynamic physiological space. In this paper, we utilize the SCISSOR to probe for biophysical and chemical changes in seven mAbs post SC injection using a variety of analytical techniques. After 24 h, all mAbs demonstrated a relative decrease in conformational stability, an increase in fragmentation, and elevated acidic species. Higher order structure analysis revealed a deviation in the secondary structure from the standard and an increase in the number of unordered species. Our findings suggest an overall reduced stability of mAbs after subcutaneous administration. This reduced stability could have a potential impact on safety and efficacy. In vitro systems such as the SCISSOR combined with downstream analyses have potential to provide valuable information for assessing the suitability of lead molecules and aid in formulation design optimized for administration in the intended body compartment, thus improving chances of clinical success.
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Affiliation(s)
- Chinmay M Jogdeo
- Pharmaceutical Research and Development, Drug Product Design and Development Biotherapeutics Pharmaceutical Sciences, USA
| | - Deep S Bhattacharya
- Pharmaceutical Research and Development, Drug Product Design and Development Biotherapeutics Pharmaceutical Sciences, USA.
| | - Vicky Lin
- Analytical Research and Development, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc., Andover, MA 01810, USA
| | - Parag Kolhe
- Pharmaceutical Research and Development, Drug Product Design and Development Biotherapeutics Pharmaceutical Sciences, USA
| | - Advait Badkar
- Pharmaceutical Research and Development, Drug Product Design and Development Biotherapeutics Pharmaceutical Sciences, USA
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5
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Chang HP, Le HK, Shah DK. Pharmacokinetics and Pharmacodynamics of Antibody-Drug Conjugates Administered via Subcutaneous and Intratumoral Routes. Pharmaceutics 2023; 15:pharmaceutics15041132. [PMID: 37111619 PMCID: PMC10142912 DOI: 10.3390/pharmaceutics15041132] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 03/14/2023] [Accepted: 03/29/2023] [Indexed: 04/07/2023] Open
Abstract
We hypothesize that different routes of administration may lead to altered pharmacokinetics/pharmacodynamics (PK/PD) behavior of antibody-drug conjugates (ADCs) and may help to improve their therapeutic index. To evaluate this hypothesis, here we performed PK/PD evaluation for an ADC administered via subcutaneous (SC) and intratumoral (IT) routes. Trastuzumab-vc-MMAE was used as the model ADC, and NCI-N87 tumor-bearing xenografts were used as the animal model. The PK of multiple ADC analytes in plasma and tumors, and the in vivo efficacy of ADC, after IV, SC, and IT administration were evaluated. A semi-mechanistic PK/PD model was developed to characterize all the PK/PD data simultaneously. In addition, local toxicity of SC-administered ADC was investigated in immunocompetent and immunodeficient mice. Intratumoral administration was found to significantly increase tumor exposure and anti-tumor activity of ADC. The PK/PD model suggested that the IT route may provide the same efficacy as the IV route at an increased dosing interval and reduced dose level. SC administration of ADC led to local toxicity and reduced efficacy, suggesting difficulty in switching from IV to SC route for some ADCs. As such, this manuscript provides unprecedented insight into the PK/PD behavior of ADCs after IT and SC administration and paves the way for clinical evaluation of these routes.
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Affiliation(s)
- Hsuan-Ping Chang
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, Buffalo, NY 14241, USA
| | - Huyen Khanh Le
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, Buffalo, NY 14241, USA
| | - Dhaval K. Shah
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, Buffalo, NY 14241, USA
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Hakim MH, Jun BH, Ahmadzadegan A, Babiak PM, Xu Q, Buno KP, Liu JC, Ardekani AM, Vlachos PP, Solorio L. Investigation of macromolecular transport through tunable collagen hyaluronic acid matrices. Colloids Surf B Biointerfaces 2023; 222:113123. [PMID: 36640539 DOI: 10.1016/j.colsurfb.2023.113123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 12/29/2022] [Accepted: 01/01/2023] [Indexed: 01/05/2023]
Abstract
Therapeutic macromolecules possess properties such as size and electrostatic charge that will dictate their transport through subcutaneous (SC) tissue and ultimate bioavailability and efficacy. To improve therapeutic design, platforms that systematically measure the transport of macromolecules as a function of both drug and tissue properties are needed. We utilize a Transwell chamber with tunable collagen-hyaluronic acid (ColHA) hydrogels as an in vitro model to determine mass transport of macromolecules using non-invasive UV spectroscopy. Increasing hyaluronic acid (HA) concentration from 0 to 2 mg/mL within collagen gels decreases the mass transport of five macromolecules independent of size and charge and results in a maximum decrease in recovery of 23.3% in the case of bovine immunoglobulin G (IgG). However, in a pure 10 mg/mL HA solution, negatively-charged macromolecules bovine serum albumin (BSA), β-lactoglobulin (BLg), dextran (Dex), and IgG had drastically increased recovery by 20-40% compared to their performance in ColHA matrices. This result was different from the positively-charged macromolecule Lysozyme (Lys), which, despite its small size, showed reduced recovery by 3% in pure HA. These results demonstrate two distinct regimes of mass transport within our tissue model. In the presence of both collagen and HA, increasing HA concentrations decrease mass transport; however, in the absence of collagen, the high negative charge of HA sequesters and increases residence time of positively-charged macromolecules and decreases residence time of negatively-charged macromolecules. Through our approach, ColHA hydrogels serve as a platform for the systematic evaluation of therapeutic macromolecule transport as a function of molecular characteristics.
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Affiliation(s)
- Mazin H Hakim
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Brian H Jun
- School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA
| | - Adib Ahmadzadegan
- School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA
| | - Paulina M Babiak
- Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN, USA
| | - Qinghua Xu
- Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN, USA
| | - Kevin P Buno
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Julie C Liu
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA; Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN, USA
| | - Arezoo M Ardekani
- School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA
| | - Pavlos P Vlachos
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA; School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA.
| | - Luis Solorio
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA; Purdue Center for Cancer Research, Purdue University, West Lafayette, IN, USA.
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7
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Advanced Formulations/Drug Delivery Systems for Subcutaneous Delivery of Protein-Based Biotherapeutics. J Pharm Sci 2022; 111:2968-2982. [PMID: 36058255 DOI: 10.1016/j.xphs.2022.08.036] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 08/29/2022] [Accepted: 08/29/2022] [Indexed: 12/14/2022]
Abstract
Multiple advanced formulations and drug delivery systems (DDSs) have been developed to deliver protein-based biotherapeutics via the subcutaneous (SC) route. These formulations/DDSs include high-concentration solution, co-formulation of two or more proteins, large volume injection, protein cluster/complex, suspension, nanoparticle, microparticle, and hydrogel. These advanced systems provide clinical benefits related to efficacy and safety, but meanwhile, have more complicated formulations and manufacturing processes compared to conventional solution formulations. To develop a fit-for-purpose formulation/DDS for SC delivery, scientists need to consider multiple factors, such as the primary indication, targeted site, immunogenicity, compatibility, biopharmaceutics, patient compliance, etc. Next, they need to develop appropriate formulation (s) and manufacturing processes using the QbD principle and have a control strategy. This paper aims to provide a comprehensive review of advanced formulations/DDSs recently developed for SC delivery of proteins, as well as some knowledge gaps and potential strategies to narrow them through future research.
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8
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Ayalew L, Chan P, Hu Z, Shen A, Duenas E, Kirschbrown W, Schick AJ, Chen Y, Kim MT. C-Terminal Lysine Processing of IgG in Human Suction Blister Fluid: Implications for Subcutaneous Administration. Mol Pharm 2022; 19:4043-4054. [DOI: 10.1021/acs.molpharmaceut.2c00506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Luladey Ayalew
- Protein Analytical Chemistry, Genentech, South San Francisco, California 94080, United States
| | - Phyllis Chan
- Clinical Pharmacology, Genentech, South San Francisco, California 94080, United States
| | - Zhilan Hu
- Cell Culture and Bioprocess Operations, Genentech, South San Francisco, California 94080, United States
| | - Amy Shen
- Cell Culture and Bioprocess Operations, Genentech, South San Francisco, California 94080, United States
| | - Eileen Duenas
- Purification Development, Genentech, South San Francisco, California 94080, United States
| | - Whitney Kirschbrown
- Clinical Pharmacology, Genentech, South San Francisco, California 94080, United States
| | - Arthur J. Schick
- Protein Analytical Chemistry, Genentech, South San Francisco, California 94080, United States
| | - Yan Chen
- Protein Analytical Chemistry, Genentech, South San Francisco, California 94080, United States
| | - Michael T. Kim
- Protein Analytical Chemistry, Genentech, South San Francisco, California 94080, United States
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9
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Mahomed S, Garrett N, Baxter C, Abdool Karim Q, Abdool Karim SS. Clinical Trials of Broadly Neutralizing Monoclonal Antibodies for Human Immunodeficiency Virus Prevention: A Review. J Infect Dis 2021; 223:370-380. [PMID: 32604408 PMCID: PMC8508778 DOI: 10.1093/infdis/jiaa377] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 06/23/2020] [Indexed: 11/14/2022] Open
Abstract
Passive immunization with broadly neutralizing antibodies (bnAbs) is a promising approach to reduce the 1.7 million annual human immunodeficiency virus (HIV) infections globally. Early studies on bnAbs showed safety in humans, but short elimination half-lives and low potency and breadth. Since 2010, several new highly potent bnAbs have been assessed in clinical trials alone or in combination for HIV prevention. Published data indicate that these bnAbs are safe and have a half-life ranging from 15 to 71 days. Only intravenous VRC01 has advanced to an efficacy trial, with results expected in late 2020. If bnAbs are shown to be effective in preventing HIV infection, they could fast-track vaccine development as correlates of protection, and contribute as passive immunization to achieving the goal of epidemic control. The purpose of the current review is to describe the current status and provide a synopsis of the available data on bnAbs in clinical trials for HIV prevention.
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Affiliation(s)
- Sharana Mahomed
- CAPRISA, Centre for the AIDS Programme of Research in South Africa, Durban, South Africa
| | - Nigel Garrett
- CAPRISA, Centre for the AIDS Programme of Research in South Africa, Durban, South Africa.,Department of Public Health Medicine, School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa
| | - Cheryl Baxter
- CAPRISA, Centre for the AIDS Programme of Research in South Africa, Durban, South Africa
| | - Quarraisha Abdool Karim
- CAPRISA, Centre for the AIDS Programme of Research in South Africa, Durban, South Africa.,Department of Epidemiology, Mailman School of Public Health, Columba University, New York, New York, USA
| | - Salim S Abdool Karim
- CAPRISA, Centre for the AIDS Programme of Research in South Africa, Durban, South Africa.,Department of Epidemiology, Mailman School of Public Health, Columba University, New York, New York, USA
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10
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Rahimi E, Aramideh S, Han D, Gomez H, Ardekani AM. Transport and lymphatic uptake of monoclonal antibodies after subcutaneous injection. Microvasc Res 2021; 139:104228. [PMID: 34547346 DOI: 10.1016/j.mvr.2021.104228] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Revised: 06/22/2021] [Accepted: 07/24/2021] [Indexed: 02/06/2023]
Abstract
The subcutaneous injection has emerged to become a feasible self-administration practice for biotherapeutics due to the patient comfort and cost-effectiveness. However, the available knowledge about transport and absorption of these agents after subcutaneous injection is limited. Here, a mathematical framework to study the subcutaneous drug delivery of mAbs from injection to lymphatic uptake is presented. A three-dimensional poroelastic model is exploited to find the biomechanical response of the tissue by taking into account tissue deformation during the injection. The results show that including tissue deformability noticeably changes tissue poromechanical response due to the significant dependence of interstitial pressure on the tissue deformation. Moreover, the importance of the amount of lymph fluid at the injection site and the injection rate on the drug uptake to lymphatic capillaries is highlighted. Finally, variability of lymphatic uptake due to uncertainty in parameters including tissue poromechanical and lymphatic absorption parameters is evaluated. It is found that interstitial pressure due to injection is the major contributing factor in short-term lymphatic absorption, while the amount of lymph fluid at the site of injection determines the long-term absorption of the drug. Finally, it is shown that the lymphatic uptake results are consistent with experimental data available in the literature.
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Affiliation(s)
- Ehsan Rahimi
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, United States of America
| | - Soroush Aramideh
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, United States of America
| | - Dingding Han
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, United States of America
| | - Hector Gomez
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, United States of America
| | - Arezoo M Ardekani
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, United States of America.
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11
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Sharda N, Khandelwal P, Zhang L, Caceres-Cortes J, Marathe P, Chimalakonda A. Pharmacokinetics of 40 kDa Polyethylene glycol (PEG) in mice, rats, cynomolgus monkeys and predicted pharmacokinetics in humans. Eur J Pharm Sci 2021; 165:105928. [PMID: 34265405 DOI: 10.1016/j.ejps.2021.105928] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 05/30/2021] [Accepted: 07/05/2021] [Indexed: 11/18/2022]
Abstract
Conjugation with polyethylene glycol (PEG), PEGylation, has been considered a useful tool to improve drug-like properties of novel small molecules and biologics in drug discovery. PEG40 or 40 kDa PEG is a double-branched PEG, routinely employed to improve the pharmacokinetics (PK) of therapeutics, including successful marketed products such as Pegasys® and Omontys®. However, less is known about the extent of contribution of PEG40 to the overall PK of the PEGylated product. Considering the half-life of PEG40 conjugated PEGylated products ranges from 1 to 14 days in human, this information is immensely valuable. After successfully developing a high sensitivity NMR based analytical method to quantitate PEG40 in mice serum after intravenous (IV) administration (Khandelwal et al., 2019), here, we extend its application to measure PEG40 in serum after IV administration and subcutaneous (SC) absorption in routinely employed non-clinical species in drug discovery, namely, mice, rats and cynomolgus monkeys. We utilized non-compartmental analysis and compartmental modeling to characterize the PK of PEG40 in these non-clinical species. Finally, we employed allometric scaling and Wajima (MRT-Css) method to predict the PK of PEG40 in human after IV administration and SC absorption. In general, our data shows that intrinsic PK parameters of PEG40 in mice, rats and cynomolgus monkeys are in the range of published literature values for PEG40-conjugated products, unless saturable clearance mechanisms are involved. We observed a bioavailability (F) of ~68% in CD-1 mice after SC administration of PEG40. In rats, the clearance (CL) and volume of distribution at steady state (Vss) after IV infusion of PEG40 were 0.079 mL/min/kg and 0.19 L/kg, respectively; and SC bioavailability was ~20%. In cynomolgus monkeys, after IV infusion, CL and Vss of PEG40 were 0.037 mL/min/kg and 0.20 L/kg, respectively; and SC bioavailability was ~69%. In addition, our findings indicate flip-flop kinetics of PEG40 in rodents, but not in cynomolgus monkeys. Finally, in human, intrinsic CL and Vss of PEG40 were projected to be 0.02 mL/min/kg (0.084 L/h) and 0.22 L/kg, respectively. This comprehensive report of PK of PEG40 in non-clinical species and its subsequent prediction in humans is expected to be useful to drug discovery and development scientists for efficient decision-making and optimal resource utilization.
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Affiliation(s)
- Nidhi Sharda
- Metabolism and Pharmacokinetics, Bristol-Myers Squibb, Route 206 & Province Line Rd., Princeton NJ, 08543, USA; Clinical Pharmacology and Pharmacometrics, 3401 Princeton Pike, Lawrenceville NJ, 08648, USA
| | - Purnima Khandelwal
- Department of Discovery Synthesis, Small Molecule Drug Discovery, Bristol-Myers Squibb, Route 206 & Province Line Rd., Princeton NJ, 08543, USA
| | - Lisa Zhang
- Metabolism and Pharmacokinetics, Bristol-Myers Squibb, Route 206 & Province Line Rd., Princeton NJ, 08543, USA
| | - Janet Caceres-Cortes
- Department of Discovery Synthesis, Small Molecule Drug Discovery, Bristol-Myers Squibb, Route 206 & Province Line Rd., Princeton NJ, 08543, USA
| | - Punit Marathe
- Metabolism and Pharmacokinetics, Bristol-Myers Squibb, Route 206 & Province Line Rd., Princeton NJ, 08543, USA
| | - Anjaneya Chimalakonda
- Clinical Pharmacology and Pharmacometrics, 3401 Princeton Pike, Lawrenceville NJ, 08648, USA.
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12
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Lkhagva E, Chung HJ, Hong J, Tang WHW, Lee SI, Hong ST, Lee S. The regional diversity of gut microbiome along the GI tract of male C57BL/6 mice. BMC Microbiol 2021; 21:44. [PMID: 33579191 PMCID: PMC7881553 DOI: 10.1186/s12866-021-02099-0] [Citation(s) in RCA: 76] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Accepted: 01/26/2021] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND The proliferation and survival of microbial organisms including intestinal microbes are determined by their surrounding environments. Contrary to popular myth, the nutritional and chemical compositions, water contents, O2 contents, temperatures, and pH in the gastrointestinal (GI) tract of a human are very different in a location-specific manner, implying heterogeneity of the microbial composition in a location-specific manner. RESULTS We first investigated the environmental conditions at 6 different locations along the GI tract and feces of ten weeks' old male SPF C57BL/6 mice. As previously known, the pH and water contents of the GI contents at the different locations of the GI tract were very different from each other in a location-specific manner, and none of which were not even similar to those of feces. After confirming the heterogeneous nature of the GI contents in specific locations and feces, we thoroughly analyzed the composition of the microbiome of the GI contents and feces. 16S rDNA-based metagenome sequencing on the GI contents and feces showed the presence of 13 different phyla. The abundance of Firmicutes gradually decreased from the stomach to feces while the abundance of Bacteroidetes gradually increased. The taxonomic α-diversities measured by ACE (Abundance-based Coverage Estimator) richness, Shannon diversity, and Fisher's alpha all indicated that the diversities of gut microbiome at colon and cecum were much higher than that of feces. The diversities of microbiome compositions were lowest in jejunum and ileum while highest in cecum and colon. Interestingly, the diversities of the fecal microbiome were lower than those of the cecum and colon. Beta diversity analyses by NMDS plots, PCA, and unsupervised hierarchical clustering all showed that the microbiome compositions were very diverse in a location-specific manner. Direct comparison of the fecal microbiome with the microbiome of the whole GI tracts by α-and β-diversities showed that the fecal microbiome did not represent the microbiome of the whole GI tract. CONCLUSION The fecal microbiome is different from the whole microbiome of the GI tract, contrary to a baseline assumption of contemporary microbiome research work.
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Affiliation(s)
- Enkhchimeg Lkhagva
- Department of Biomedical Sciences and Institute for Medical Science, Chonbuk National University Medical School, Jeonju, South Korea
| | - Hea-Jong Chung
- Department of Biomedical Sciences and Institute for Medical Science, Chonbuk National University Medical School, Jeonju, South Korea
- Gwangju Center, Korea Basic Science Institute, Gwangju, South Korea
| | - Jinny Hong
- Department of Biochemistry, Case Western Reserve University, Cleveland, OH, USA
- Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland, OH, USA
| | - Wai Hong Wilson Tang
- Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland, OH, USA
| | - Sang-Il Lee
- Division of Rheumatology, Gyeongsang National University Hospital, Jinju, South Korea
| | - Seong-Tshool Hong
- Department of Biomedical Sciences and Institute for Medical Science, Chonbuk National University Medical School, Jeonju, South Korea
| | - Seungkoo Lee
- Department of Anatomic Pathology, School of Medicine, Kangwon National University, Kangwon National University Hospital, 1 Gangwondaehak-gil, Chuncheon, Gangwon, 24341, South Korea.
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13
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Novel application of synchrotron x-ray computed tomography for ex-vivo imaging of subcutaneously injected polymeric microsphere suspension formulations. Pharm Res 2020; 37:97. [PMID: 32409985 PMCID: PMC7225200 DOI: 10.1007/s11095-020-02825-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Accepted: 04/14/2020] [Indexed: 11/13/2022]
Abstract
Purpose Subcutaneously or intramuscularly administered biodegradable microsphere formulations have been successfully exploited in the management of chronic conditions for over two decades, yet mechanistic understanding of the impact of formulation attributes on in vivo absorption rate from such systems is still in its infancy. Methods Suspension formulation physicochemical attributes may impact particulate deposition in subcutaneous (s.c.) tissue. Hence, the utility of synchrotron X-ray micro-computed tomography (μCT) for assessment of spatial distribution of suspension formulation components (PLG microspheres and vehicle) was evaluated in a porcine s.c. tissue model. Optical imaging of dyed vehicle and subsequent microscopic assessment of microsphere deposition was performed in parallel to compare the two approaches. Results Our findings demonstrate that synchrotron μCT can be applied to the assessment of microsphere and vehicle distribution in s.c. tissue, and that microspheres can also be visualised in the absence of contrast agent using this approach. The technique was deemed superior to optical imaging of macrotomy for the characterisation of microsphere deposition owing to its non-invasive nature and relatively rapid data acquisition time. Conclusions The method outlined in this study provides a proof of concept feasibility for μCT application to determining the vehicle and suspended PLG microspheres fate following s.c. injection. A potential application for our findings is understanding the impact of injection, device and formulation variables on initial and temporal depot geometry in pre-clinical or ex-vivo models that can inform product design. Graphical abstract ![]()
Electronic supplementary material The online version of this article (10.1007/s11095-020-02825-9) contains supplementary material, which is available to authorized users.
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14
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Matera MG, Calzetta L, Rogliani P, Cazzola M. Monoclonal antibodies for severe asthma: Pharmacokinetic profiles. Respir Med 2019; 153:3-13. [PMID: 31136930 DOI: 10.1016/j.rmed.2019.05.005] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Revised: 05/05/2019] [Accepted: 05/09/2019] [Indexed: 12/27/2022]
Abstract
Several monoclonal antibodies (mAbs) (omalizumab, mepolizumab, reslizumab, benralizumab, and dupilumab) are currently approved for the treatment of severe asthma. They have complex pharmacokinetic profiles. These profiles are unique in that they are dependent on their structure as well as can be markedly influenced by the biology of their target antigen, but their general behaviour can still be considered a class property, similar to their endogenous IgG counterpart. They cannot be administered by oral route, have a slow distribution into tissue, are metabolized to peptides and amino acids in several tissues but are protected from degradation by binding to protective receptors (the FcRn), which explains their long elimination half-lives. Their clearance is nonlinear because of the saturation of the target-mediated elimination. Also anti-drug antibody (ADA) response and off-target binding, as well as their glycosylation pattern, can influence the pharmacokinetics of mAbs.
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Affiliation(s)
- Maria Gabriella Matera
- Unit of Pharmacology, Department of Experimental Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Luigino Calzetta
- Unit of Respiratory Medicine, Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Paola Rogliani
- Unit of Respiratory Medicine, Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Mario Cazzola
- Unit of Respiratory Medicine, Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy.
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15
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Sequeira JAD, Santos AC, Serra J, Estevens C, Seiça R, Veiga F, Ribeiro AJ. Subcutaneous delivery of biotherapeutics: challenges at the injection site. Expert Opin Drug Deliv 2019; 16:143-151. [PMID: 30632401 DOI: 10.1080/17425247.2019.1568408] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
INTRODUCTION Biotherapeutics are primarily delivered subcutaneously due to better compliance and prolonged rate of absorption compared to other parenteral administration routes. Recent research has allowed for the development of biotherapeutic formulations for subcutaneous delivery that require a lower frequency of administration by increasing drug half-life. Formulations determine shelf-life stability as well as features and transient behaviors that influence stability once implanted in the subcutaneous space. AREAS COVERED This review provides an overview of the factors affecting subcutaneous absorption with a focus on transient effects at the injection site following administration of biotherapeutics and the subsequent impact on absorption and stability. EXPERT OPINION Advances have been made in understanding subcutaneous tissue and the complex interplay of factors that regulate its homeostasis. The issue of poor stability after injection has been neglected, and many biotherapeutics are hampered by low bioavailability. With the advent of new in vitro techniques that account for properties of the injection site, stability studies evaluating subcutaneous tissues and impacts on pharmacokinetics of biotherapeutics may be useful in the development of new formulations.
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Affiliation(s)
- Joana A D Sequeira
- a Department of Pharmaceutical Technology, Faculty of Pharmacy , University of Coimbra , Coimbra , Portugal
| | - Ana C Santos
- a Department of Pharmaceutical Technology, Faculty of Pharmacy , University of Coimbra , Coimbra , Portugal.,b REQUIMTE/LAQV, Group of Pharmaceutical Technology, Faculty of Pharmacy , University of Coimbra , Coimbra , Portugal
| | - João Serra
- c Tecnimede , Sociedade Técnico-Medicinal , Sintra , Portugal
| | | | - Raquel Seiça
- d Institute of Physiology, Faculty of Medicine , University of Coimbra , Coimbra , Portugal
| | - Francisco Veiga
- a Department of Pharmaceutical Technology, Faculty of Pharmacy , University of Coimbra , Coimbra , Portugal.,b REQUIMTE/LAQV, Group of Pharmaceutical Technology, Faculty of Pharmacy , University of Coimbra , Coimbra , Portugal
| | - António J Ribeiro
- a Department of Pharmaceutical Technology, Faculty of Pharmacy , University of Coimbra , Coimbra , Portugal.,e i3S, Group Genetics of Cognitive Dysfunction , Institute for Molecular and Cell Biology , Porto , Portugal
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16
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Viola M, Sequeira J, Seiça R, Veiga F, Serra J, Santos AC, Ribeiro AJ. Subcutaneous delivery of monoclonal antibodies: How do we get there? J Control Release 2018; 286:301-314. [DOI: 10.1016/j.jconrel.2018.08.001] [Citation(s) in RCA: 151] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2018] [Revised: 07/30/2018] [Accepted: 08/01/2018] [Indexed: 12/29/2022]
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17
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Brekkan A, Lopez-Lazaro L, Yngman G, Plan EL, Acharya C, Hooker AC, Kankanwadi S, Karlsson MO. A Population Pharmacokinetic-Pharmacodynamic Model of Pegfilgrastim. AAPS JOURNAL 2018; 20:91. [PMID: 30112626 DOI: 10.1208/s12248-018-0249-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Accepted: 07/24/2018] [Indexed: 12/23/2022]
Abstract
Neutropenia and febrile neutropenia (FN) are serious side effects of cytotoxic chemotherapy which may be alleviated with the administration of recombinant granulocyte colony-stimulating factor (GCSF) derivatives, such as pegfilgrastim (PG) which increases absolute neutrophil count (ANC). In this work, a population pharmacokinetic-pharmacodynamic (PKPD) model was developed based on data obtained from healthy volunteers receiving multiple administrations of PG. The developed model was a bidirectional PKPD model, where PG stimulated the proliferation, maturation, and margination of neutrophils and where circulating neutrophils in turn increased the elimination of PG. Simulations from the developed model show disproportionate changes in response with changes in dose. A dose increase of 10% from the 6 mg therapeutic dose taken as a reference leads to area under the curve (AUC) increases of ~50 and ~5% for PK and PD, respectively. A full random effects covariate model showed that little of the parameter variability could be explained by sex, age, body size, and race. As a consequence, little of the secondary parameter variability (Cmax and AUC of PG and ANC) could be explained by these covariates.
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Affiliation(s)
- Ari Brekkan
- Pharmetheus, Uppsala, Sweden.,Pharmacometrics Research Group, Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | | | - Gunnar Yngman
- Pharmetheus, Uppsala, Sweden.,Pharmacometrics Research Group, Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | | | | | - Andrew C Hooker
- Pharmetheus, Uppsala, Sweden.,Pharmacometrics Research Group, Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | | | - Mats O Karlsson
- Pharmetheus, Uppsala, Sweden. .,Pharmacometrics Research Group, Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden.
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18
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Jones GB, Collins DS, Harrison MW, Thyagarajapuram NR, Wright JM. Subcutaneous drug delivery: An evolving enterprise. Sci Transl Med 2018; 9:9/405/eaaf9166. [PMID: 28855399 DOI: 10.1126/scitranslmed.aaf9166] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2016] [Accepted: 08/10/2017] [Indexed: 11/02/2022]
Abstract
Recent advances in subcutaneous drug delivery and device design are transforming the biopharmaceutical sector and improving patient care.
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Affiliation(s)
- Graham B Jones
- Clinical and Translational Science Institute, Tufts University Medical Center, Boston, MA 02111, USA.
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19
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Turner MR, Balu-Iyer SV. Challenges and Opportunities for the Subcutaneous Delivery of Therapeutic Proteins. J Pharm Sci 2018; 107:1247-1260. [PMID: 29336981 PMCID: PMC5915922 DOI: 10.1016/j.xphs.2018.01.007] [Citation(s) in RCA: 101] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Revised: 12/21/2017] [Accepted: 01/03/2018] [Indexed: 12/22/2022]
Abstract
Biotherapeutics is a rapidly growing drug class, and over 200 biotherapeutics have already obtained approval, with about 50 of these being approved in 2015 and 2016 alone. Several hundred protein therapeutic products are still in the pipeline, including interesting new approaches to treatment. Owing to patients' convenience of at home administration and reduced number of hospital visits as well as the reduction in treatment costs, subcutaneous (SC) administration of biologics is of increasing interest. Although several avenues for treatment using biotherapeutics are being explored, there is still a sufficient gap in knowledge regarding the interplay of formulation conditions, immunogenicity, and pharmacokinetics (PK) of the absorption of these compounds when they are given SC. This review seeks to highlight the major concerns and important factors governing this route of administration and suggest a holistic approach for effective SC delivery.
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Affiliation(s)
- Michael R Turner
- Department of Pharmaceutical Sciences, University at Buffalo, The State University of New York, Buffalo, New York 14214
| | - Sathy V Balu-Iyer
- Department of Pharmaceutical Sciences, University at Buffalo, The State University of New York, Buffalo, New York 14214.
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20
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Bown HK, Bonn C, Yohe S, Yadav DB, Patapoff TW, Daugherty A, Mrsny RJ. In vitro model for predicting bioavailability of subcutaneously injected monoclonal antibodies. J Control Release 2018; 273:13-20. [PMID: 29355621 DOI: 10.1016/j.jconrel.2018.01.015] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Revised: 01/13/2018] [Accepted: 01/16/2018] [Indexed: 12/01/2022]
Abstract
Monoclonal antibodies (mAbs), which are now more frequently administered by subcutaneous (SC) injection rather than intravenously, have become a tremendously successful drug format across a wide range of therapeutic areas. Preclinical evaluations of mAbs to be administered by SC injection are typically performed in species such as mice, rats, minipigs, and cynomolgus monkeys to obtain critical information regarding formulation performance and prediction of PK/PD outcomes needed to select clinical doses for first-in-human studies. Despite extensive efforts, no preclinical model has been identified to date that accurately predicts clinical outcomes for these SC injections. We have addressed this deficiency with a novel in vitro instrument, termed Scissor, to model events occurring at the SC injection site and now further validated this approach using a set of eight mAbs for which clinical PK/PD outcomes have been obtained. Diffusion of these mAbs from the Scissor system injection cartridge into a large volume physiological buffer, used to emulate mAb movement from the SC injection site into the systemic circulation, provided distinct profiles when monitored over a 6h period. Curve-fitting analysis of these profiles using the Hill equation identified parameters that were used, along with physicochemical properties for each mAb, in a partial least squares analysis to define a relationship between molecule and formulation properties with clinical PK outcomes. The results demonstrate that parameters of protein charge at neutral pH and isoelectric point (pI) along with combined formulation properties such as viscosity and mAb concentration can dictate the movement of the mAb from the injection cartridge to infinite sink compartment. Examination of profile characteristics of this movement provided a strong predictive correlation for these eight mAbs. Together, this approach demonstrates the feasibility of this in vitro modelling strategy as a tool to identify drug and formulation properties that can define the performance of SC injected medicines and provide the potential for predicting clinical outcomes that could be useful for formulation selection and a first-in-human clinical dosing strategy.
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Affiliation(s)
- Hanne Kinnunen Bown
- School of Medicine, Pharmacy and Health, Division of Pharmacy, Durham University, Stockton-on-Tees TS17 6BH, UK
| | - Catherine Bonn
- School of Medicine, Pharmacy and Health, Division of Pharmacy, Durham University, Stockton-on-Tees TS17 6BH, UK
| | - Stefan Yohe
- Drug Delivery, Genentech, Inc., South San Francisco, CA 94080, USA
| | - Daniela Bumbaca Yadav
- Preclinical and Translational Pharmacokinetics, Genentech, Inc., South San Francisco, CA 94080, USA
| | - Thomas W Patapoff
- Early Stage Formulation Development, Genentech, Inc., South San Francisco, CA 94080, USA
| | - Ann Daugherty
- Drug Delivery, Genentech, Inc., South San Francisco, CA 94080, USA
| | - Randall J Mrsny
- Department of Pharmacy and Pharmacology, University of Bath, Bath, UK.
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21
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Collins DS, Kourtis LC, Thyagarajapuram NR, Sirkar R, Kapur S, Harrison MW, Bryan DJ, Jones GB, Wright JM. Optimizing the Bioavailability of Subcutaneously Administered Biotherapeutics Through Mechanochemical Drivers. Pharm Res 2017; 34:2000-2011. [PMID: 28707164 PMCID: PMC5579144 DOI: 10.1007/s11095-017-2229-9] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Accepted: 07/07/2017] [Indexed: 01/09/2023]
Abstract
The subcutaneous route offers myriad benefits for the administration of biotherapeutics in both acute and chronic diseases, including convenience, cost effectiveness and the potential for automation through closed-loop systems. Recent advances in parenteral administration devices and the use of additives which enhance drug dispersion have generated substantial additional interest in IV to SQ switching studies. Designing pre-clinical and clinical studies using SQ mediated delivery however requires deep understanding of complex inter-related physiologies and transport pathways governing the interstitial matrix, vascular system and lymphatic channels. This expert review will highlight key structural features which contribute to transport and biodistribution in the subcutaneous space and also assess the impact of drug formulations. Based on the rapidly growing interest in the SQ delivery route, a number of potential areas for future development are highlighted, which are likely to allow continued evolution and innovation in this important area.
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Affiliation(s)
- D S Collins
- Eli Lilly Innovation Center, 450 Kendall Street, Cambridge, Massachusetts, 02142, USA
| | - L C Kourtis
- Eli Lilly Innovation Center, 450 Kendall Street, Cambridge, Massachusetts, 02142, USA
| | - N R Thyagarajapuram
- Eli Lilly Innovation Center, 450 Kendall Street, Cambridge, Massachusetts, 02142, USA
| | - R Sirkar
- Eli Lilly Innovation Center, 450 Kendall Street, Cambridge, Massachusetts, 02142, USA
| | - S Kapur
- Eli Lilly Innovation Center, 450 Kendall Street, Cambridge, Massachusetts, 02142, USA
| | - M W Harrison
- Eli Lilly Innovation Center, 450 Kendall Street, Cambridge, Massachusetts, 02142, USA
| | - D J Bryan
- Division of Plastic and Reconstructive Surgery, Lahey Hospital and Medical Center, Burlington, Massachusetts, 01805, USA
| | - G B Jones
- Clinical & Translational Science Institute, Tufts University Medical Center, 800 Washington St, Boston, Massachusetts, 02111, USA.
| | - J M Wright
- Eli Lilly Innovation Center, 450 Kendall Street, Cambridge, Massachusetts, 02142, USA
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22
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Chen X, DuBois DC, Almon RR, Jusko WJ. Characterization and Interspecies Scaling of rhTNF- α Pharmacokinetics with Minimal Physiologically Based Pharmacokinetic Models. Drug Metab Dispos 2017; 45:798-806. [PMID: 28411279 PMCID: PMC5469399 DOI: 10.1124/dmd.116.074799] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Accepted: 04/12/2017] [Indexed: 01/26/2023] Open
Abstract
Tumor necrosis factor-α (TNF-α) is a soluble cytokine and target of specific monoclonal antibodies (mAbs) and other biologic agents used in the treatment of inflammatory diseases. These biologics exert their pharmacological effects through binding and neutralizing TNF-α, and thus they prevent TNF-α from interacting with its cell surface receptors. The magnitude of the pharmacological effects is governed not only by the pharmacokinetics (PK) of mAbs, but also by the kinetic fate of TNF-α We have examined the pharmacokinetics of recombinant human TNF-α (rhTNF-α) in rats at low doses and quantitatively characterized its pharmacokinetic features with a minimal physiologically based pharmacokinetic model. Our experimental and literature-digitalized PK data of rhTNF-α in rats across a wide range of doses were applied to global model fitting. rhTNF-α exhibits permeability rate-limited tissue distribution and its elimination is comprised of a saturable clearance pathway mediated by tumor necrosis factor receptor binding and disposition and renal filtration. The resulting model integrated with classic allometry was further used for interspecies PK scaling and resulted in model predictions that agreed well with experimental measurements in monkeys. In addition, a semimechanistic model was proposed and applied to explore the absorption kinetics of rhTNF-α following s.c. and other routes of administration. The model suggests substantial presystemic degradation of rhTNF-α for s.c. and i.m. routes and considerable lymph uptake contributing to the overall systemic absorption through the stomach wall and gastrointestinal wall routes of dosing. This report provides comprehensive modeling and key insights into the complexities of absorption and disposition of a major cytokine.
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Affiliation(s)
- Xi Chen
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences (X.C., D.C.D, R.R.A, W.J.J.), and Department of Biological Sciences (D.C.D, R.R.A), State University of New York at Buffalo, Buffalo, New York
| | - Debra C DuBois
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences (X.C., D.C.D, R.R.A, W.J.J.), and Department of Biological Sciences (D.C.D, R.R.A), State University of New York at Buffalo, Buffalo, New York
| | - Richard R Almon
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences (X.C., D.C.D, R.R.A, W.J.J.), and Department of Biological Sciences (D.C.D, R.R.A), State University of New York at Buffalo, Buffalo, New York
| | - William J Jusko
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences (X.C., D.C.D, R.R.A, W.J.J.), and Department of Biological Sciences (D.C.D, R.R.A), State University of New York at Buffalo, Buffalo, New York
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23
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Kosloski MP, Goss S, Wang SX, Liu J, Loebbert R, Medema JK, Liu W, Dutta S. Pharmacokinetics and Tolerability of a Dual Variable Domain Immunoglobulin ABT-981 Against IL-1α and IL-1β in Healthy Subjects and Patients With Osteoarthritis of the Knee. J Clin Pharmacol 2016; 56:1582-1590. [PMID: 27150261 DOI: 10.1002/jcph.764] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2016] [Revised: 05/03/2016] [Accepted: 05/04/2016] [Indexed: 02/05/2023]
Abstract
The interleukin (IL)-1 family of proinflammatory cytokines are thought to play a significant role in the structural progression of osteoarthritis and its associated symptoms. IL-1α and IL-1β are 2 distinct cytokines found in the cartilage, synovial membrane, and synovial fluid of patients with osteoarthritis. The aim of these studies was to evaluate the pharmacokinetics of ABT-981, a dual variable domain immunoglobulin (DVD-Ig) capable of simultaneously binding IL-1α and IL-1β, in healthy subjects and patients with osteoarthritis of the knee. Fifty-six healthy adult subjects were randomized to receive single doses of ABT-981 intravenously (0.3, 1, 3, or 10 mg/kg), subcutaneously (0.3, 1, 3 mg/kg), or matching placebo in a 3:1 ratio. Thirty-six patients with osteoarthritis of the knee were randomized to receive 4 subcutaneous ABT-981 doses of 0.3, 1, or 3 mg/kg administered every 2 weeks, 3 subcutaneous doses of ABT-981 3 mg/kg every 4 weeks, or matching placebo in a 7:2 active:placebo ratio. ABT-981 behaved similarly to conventional monoclonal antibodies following single or multiple doses with mean maximum serum concentrations 2 to 9 days after subcutaneous doses, mean terminal half-lives of 10 to 14 days, and an absolute subcutaneous bioavailability of 46%. Exposure of ABT-981 was approximately linear following single or multiple doses every 2 weeks with monoexponential decline of terminal-phase concentrations. The most common adverse events associated with ABT-981 were diarrhea and headache in healthy subjects and injection site erythema in subjects with osteoarthritis of the knee. Decreased absolute neutrophil counts were observed in response to ABT-981 administration.
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Affiliation(s)
| | | | | | - Jia Liu
- AbbVie Inc, North Chicago, IL, USA
| | - Ralf Loebbert
- AbbVie Deutschland GmbH and Co KG, Wiesbaden, Hesse, Germany
| | | | - Wei Liu
- AbbVie Inc, North Chicago, IL, USA
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24
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Shao J, Kraft JC, Li B, Yu J, Freeling J, Koehn J, Ho RJ. Nanodrug formulations to enhance HIV drug exposure in lymphoid tissues and cells: clinical significance and potential impact on treatment and eradication of HIV/AIDS. Nanomedicine (Lond) 2016; 11:545-64. [PMID: 26892323 DOI: 10.2217/nnm.16.1] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Although oral combination antiretroviral therapy effectively clears plasma HIV, patients on oral drugs exhibit much lower drug concentrations in lymph nodes than blood. This drug insufficiency is linked to residual HIV in cells of lymph nodes. While nanoformulations improve drug solubility, safety and delivery, most HIV nanoformulations are intended to extend plasma levels. A stable nanodrug combination that transports, delivers and accumulates in lymph nodes is needed to clear HIV in lymphoid tissues. This review discusses limitations of current oral combination antiretroviral therapy and advances in anti-HIV nanoformulations. A 'systems approach' has been proposed to overcome these limitations. This concept has been used to develop nanoformulations for overcoming drug insufficiency, extending cell and tissue exposure and clearing virus for treating HIV/AIDS.
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Affiliation(s)
- Jingwei Shao
- Cancer Metastasis Alert & Prevention Center, College of Chemistry, Fuzhou University, Fuzhou, Fujian 350002, PR China.,Department of Pharmaceutics, University of Washington, Seattle, WA 98195, USA
| | - John C Kraft
- Department of Pharmaceutics, University of Washington, Seattle, WA 98195, USA
| | - Bowen Li
- Department of Bioengineering, University of Washington, Seattle, WA 98195, USA
| | - Jesse Yu
- Department of Pharmaceutics, University of Washington, Seattle, WA 98195, USA
| | - Jennifer Freeling
- Department of Pharmaceutics, University of Washington, Seattle, WA 98195, USA
| | - Josefin Koehn
- Department of Pharmaceutics, University of Washington, Seattle, WA 98195, USA
| | - Rodney Jy Ho
- Cancer Metastasis Alert & Prevention Center, College of Chemistry, Fuzhou University, Fuzhou, Fujian 350002, PR China.,Department of Pharmaceutics, University of Washington, Seattle, WA 98195, USA.,Department of Bioengineering, University of Washington, Seattle, WA 98195, USA
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