1
|
Bock F, Zivlaei N, Nguyen ATH, Larsen SW, Lu X, Østergaard J. Assessment of subcutaneously administered insulins using in vitro release cartridge: Medium composition and albumin binding. Int J Pharm 2024; 661:124436. [PMID: 38977165 DOI: 10.1016/j.ijpharm.2024.124436] [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: 04/03/2024] [Revised: 06/30/2024] [Accepted: 07/04/2024] [Indexed: 07/10/2024]
Abstract
Biotherapeutics is the fastest growing class of drugs administered by subcutaneous injection. In vitro release testing mimicking physiological conditions at the injection site may guide formulation development and improve biopredictive capabilities. Here, anin vitrorelease cartridge (IVR cartridge) comprising a porous agarose matrix emulating subcutaneous tissue was explored. The objective was to assess effects of medium composition and incorporation of human serum albumin into the matrix. Drug disappearance was assessed for solution, suspension and in situ precipitating insulin products (Actrapid, Levemir, Tresiba, Mixtard 30, Insulatard, Lantus) using the flow-based cartridge. UV-Vis imaging and light microscopy visualized dissolution, precipitation and albumin binding phenomena at the injection site. Divalent cations present in the release medium resulted in slower insulin disappearance for suspension-based and in situ precipitating insulins. Albumin-binding acylated insulin analogs exhibited rapid disappearance from the cartridge; however, sustained retention was achieved by coupling albumin to the matrix. An in vitro-in vivorelation was established for the non-albumin-binding insulins.The IVR cartridge is flexible with potential in formulation development as shown by the ability to accommodate solutions, suspensions, and in situ forming formulations while tailoring of the system to probe in vivo relevant medium effects and tissue constituent interactions.
Collapse
Affiliation(s)
- Frederik Bock
- Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark
| | - Nadia Zivlaei
- Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark
| | - Anna Thu Hoai Nguyen
- Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark
| | - Susan Weng Larsen
- Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark
| | - Xujin Lu
- Bristol Myers Squibb Company, Drug Product Development, 1 Squibb Drive, New Brunswick, NJ 08901, USA
| | - Jesper Østergaard
- Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark.
| |
Collapse
|
2
|
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: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [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.
Collapse
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
| |
Collapse
|
3
|
Torres-Terán I, Venczel M, Klein S. Prediction of subcutaneous drug absorption - Development of novel simulated interstitial fluid media for predictive subcutaneous in vitro assays. Int J Pharm 2024; 658:124227. [PMID: 38750979 DOI: 10.1016/j.ijpharm.2024.124227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 05/10/2024] [Accepted: 05/11/2024] [Indexed: 05/20/2024]
Abstract
Media that mimic physiological fluids at the site of administration have proven to be valuable in vitro tools for predicting in vivo drug release, particularly for routes of administration where animal studies cannot accurately predict human performance. The objective of the present study was to develop simulated interstitial fluids (SISFs) that mimic the major components and physicochemical properties of subcutaneous interstitial fluids (ISFs) from preclinical species and humans, but that can be easily prepared in the laboratory and used in in vitro experiments to estimate in vivo drug release and absorption of subcutaneously administered formulations. Based on data from a previous characterization study of ISFs from different species, two media were developed: a simulated mouse-rat ISF and a simulated human-monkey ISF. The novel SISFs were used in initial in vitro diffusion studies with a commercial injectable preparation of liraglutide. Although the in vitro model used for this purpose still requires significant refinement, these two new media will undoubtedly contribute to a better understanding of the in vivo performance of subcutaneous injectables in different species and will help to reduce the number of unnecessary in vivo experiments in preclinical species by implementation in predictive in vitro models.
Collapse
Affiliation(s)
- Iria Torres-Terán
- University of Greifswald. Department of Pharmacy, Institute of Biopharmaceutics and Pharmaceutical Technology, Center of Drug Absorption and Transport, 3 Felix Hausdorff Street, 17489 Greifswald, Germany; Sanofi-Aventis Deutschland GmbH, R&D, Global CMC Development, Synthetics Platform. Industriepark Hoechst, H770, D-65926 Frankfurt am Main, Germany
| | - Márta Venczel
- University of Greifswald. Department of Pharmacy, Institute of Biopharmaceutics and Pharmaceutical Technology, Center of Drug Absorption and Transport, 3 Felix Hausdorff Street, 17489 Greifswald, Germany
| | - Sandra Klein
- Sanofi-Aventis Deutschland GmbH, R&D, Global CMC Development, Synthetics Platform. Industriepark Hoechst, H770, D-65926 Frankfurt am Main, Germany.
| |
Collapse
|
4
|
Mathias N, Huille S, Picci M, Mahoney RP, Pettis RJ, Case B, Helk B, Kang D, Shah R, Ma J, Bhattacharya D, Krishnamachari Y, Doucet D, Maksimovikj N, Babaee S, Garidel P, Esfandiary R, Gandhi R. Towards more tolerable subcutaneous administration: Review of contributing factors for improving combination product design. Adv Drug Deliv Rev 2024; 209:115301. [PMID: 38570141 DOI: 10.1016/j.addr.2024.115301] [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: 01/29/2024] [Revised: 03/21/2024] [Accepted: 03/28/2024] [Indexed: 04/05/2024]
Abstract
Subcutaneous (SC) injections can be associated with local pain and discomfort that is subjective and may affect treatment adherence and overall patient experience. With innovations increasingly focused on finding ways to deliver higher doses and volumes (≥2 mL), there is a need to better understand the multiple intertwined factors that influence pain upon SC injection. As a priority for the SC Drug Development & Delivery Consortium, this manuscript provides a comprehensive review of known attributes from published literature that contribute to pain/discomfort upon SC injection from three perspectives: (1) device and delivery factors that cause physical pain, (2) formulation factors that trigger pain responses, and (3) human factors impacting pain perception. Leveraging the Consortium's collective expertise, we provide an assessment of the comparative and interdependent factors likely to impact SC injection pain. In addition, we offer expert insights and future perspectives to fill identified gaps in knowledge to help advance the development of patient-centric and well tolerated high-dose/high-volume SC drug delivery solutions.
Collapse
Affiliation(s)
- Neil Mathias
- Bristol-Myers Squibb, Co., 1 Squibb Dr, New Brunswick, NJ, 08901 USA
| | - Sylvain Huille
- Sanofi, 13 quai Jules Guesde, 94400 Vitry-Sur-Seine, France.
| | - Marie Picci
- Novartis Pharma AG, Fabrikstrasse 4, CH-4056 Basel, Switzerland
| | - Robert P Mahoney
- Comera Life Sciences, 12 Gill St, Suite 4650, Woburn, MA 01801 USA
| | - Ronald J Pettis
- Becton-Dickinson, 21 Davis Drive, Research Triangle Park, NC 27513 USA
| | - Brian Case
- KORU Medical Systems, 100 Corporate Dr, Mahwah, NJ 07430 USA
| | - Bernhard Helk
- Novartis Pharma AG, Werk Klybeck, WKL-681.4.42, CH-4057 Basel, Switzerland
| | - David Kang
- Halozyme Therapeutics, Inc., 12390 El Camino Real, San Diego, CA 92130 USA
| | - Ronak Shah
- Bristol-Myers Squibb, Co., 1 Squibb Dr, New Brunswick, NJ, 08901 USA
| | - Junchi Ma
- Johnson & Johnson Innovative Medicine, 200 Great Valley Pkwy, Malvern, PA 19355 USA
| | | | | | - Dany Doucet
- GSK, 1250 South Collegeville Road, Collegeville, PA 19426 USA
| | | | - Sahab Babaee
- Merck & Co., Inc., 126 E. Lincoln Ave., Rahway, NJ 07065 USA
| | - Patrick Garidel
- Boehringer Ingelheim Pharma GmbH & Co. KG, Birkendorfer Straße 65, 88397 Biberach/Riss, Germany
| | | | - Rajesh Gandhi
- Bristol-Myers Squibb, Co., 1 Squibb Dr, New Brunswick, NJ, 08901 USA
| |
Collapse
|
5
|
Gou S, Lapteva M, Brusini R, Flegeau K, Bourdon F, Kaya G, Faivre J, Kalia YN. Development of an ex vivo porcine skin model for the preclinical evaluation of subcutaneously injected biomacromolecules. Int J Pharm 2023; 648:123562. [PMID: 37907142 DOI: 10.1016/j.ijpharm.2023.123562] [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: 09/18/2023] [Revised: 10/27/2023] [Accepted: 10/28/2023] [Indexed: 11/02/2023]
Abstract
Subcutaneous administration is used to deliver systemically-acting biotherapeutics, e.g. antibodies, and locally-acting biomacromolecules, e.g. hyaluronic acid. However, few preclinical models are available to evaluate post-injection behaviour in the tissue microenvironment. In vivo animal studies are costly, time-consuming, and raise obvious ethical concerns. In vitro models are cost-efficient, high-throughput solutions, but cannot simulate complex skin structure and biological function. An ex vivo model (containing hypodermis) with an extended culture period that enabled longitudinal studies would be of great interest for both the pharmaceutical and cosmeceutical industries. We describe the development of one such ex vivo model, using viable full-thickness porcine skin. Structural integrity was evaluated using a histological scoring system: spongiosis and epidermal detachment were identified as discriminating parameters. Ki67 and Claudin-1 expression reported on epidermal cell proliferation and barrier function, respectively and their expression decreased as a function of incubation time. After optimization, the system was used to investigate the fate/impact of subcutaneously administered hyaluronic acid (HA) formulations. The results showed that HA was localized at the injection site and adjacent adipocytes were well preserved during 5 days' incubation and confirmed that the full-thickness ex vivo porcine skin model could provide a platform for preclinical evaluation of subcutaneously injected biomacromolecules.
Collapse
Affiliation(s)
- Si Gou
- School of Pharmaceutical Sciences, University of Geneva, 1211 Geneva, Switzerland; Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1211 Geneva, Switzerland
| | - Maria Lapteva
- School of Pharmaceutical Sciences, University of Geneva, 1211 Geneva, Switzerland; Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1211 Geneva, Switzerland
| | | | | | | | - Gürkan Kaya
- Department of Dermatology, University Hospital of Geneva, 1211 Geneva, Switzerland
| | - Jimmy Faivre
- Teoxane SA, Rue de Lyon 105, 1203 Geneva, Switzerland
| | - Yogeshvar N Kalia
- School of Pharmaceutical Sciences, University of Geneva, 1211 Geneva, Switzerland; Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1211 Geneva, Switzerland.
| |
Collapse
|
6
|
Dahmana N, Destruel PL, Facchetti S, Braun V, Lebouc V, Marin Z, Patel S, Schwach G. Reversible protein complexes as a promising avenue for the development of high concentration formulations of biologics. Int J Pharm 2023; 648:123616. [PMID: 37977291 DOI: 10.1016/j.ijpharm.2023.123616] [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: 09/05/2023] [Revised: 11/13/2023] [Accepted: 11/15/2023] [Indexed: 11/19/2023]
Abstract
High concentration formulations have become an important pre-requisite in the development of biological drugs, particularly in the case of subcutaneous administration where limited injection volume negatively affects the administered dose. In this study, we propose to develop high concentration formulations of biologics using a reversible protein-polyelectrolyte complex (RPC) approach. First, the versatility of RPC was assessed using different complexing agents and formats of therapeutic proteins, to define the optimal conditions for complexation and dissociation of the complex. The stability of the protein was investigated before and after complexation, as well as upon a 4-week storage period at various temperatures. Subsequently, two approaches were selected to develop high concentration RPC formulations: first, using up-concentrated RPC suspensions in aqueous buffers, and second, by generating spray-dried RPC and further resuspension in non-aqueous solvents. Results showed that the RPC concept is applicable to a wide range of therapeutic protein formats and the complexation-dissociation process did not affect the stability of the proteins. High concentration formulations up to 200 mg/mL could be achieved by up-concentrating RPC suspensions in aqueous buffers and RPC suspensions in non-aqueous solvents were concentrated up to 250 mg/mL. Although optimization is needed, our data suggests that RPC may be a promising avenue to achieve high concentration formulations of biologics for subcutaneous administration.
Collapse
Affiliation(s)
- Naoual Dahmana
- Pharmaceutical Development & Supplies, PTD Biologics Europe, F. Hoffmann-La Roche Ltd, CH-4070 Basel, Switzerland; Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Pierre-Louis Destruel
- Pharmaceutical Development & Supplies, PTD Biologics Europe, F. Hoffmann-La Roche Ltd, CH-4070 Basel, Switzerland.
| | - Samantha Facchetti
- Pharmaceutical Development & Supplies, PTD Biologics Europe, F. Hoffmann-La Roche Ltd, CH-4070 Basel, Switzerland
| | - Vanessa Braun
- Pharmaceutical Development & Supplies, PTD Biologics Europe, F. Hoffmann-La Roche Ltd, CH-4070 Basel, Switzerland
| | - Vanessa Lebouc
- Pharmaceutical Development & Supplies, PTD Biologics Europe, F. Hoffmann-La Roche Ltd, CH-4070 Basel, Switzerland
| | - Zana Marin
- Pharmaceutical Development & Supplies, PTD Biologics Europe, F. Hoffmann-La Roche Ltd, CH-4070 Basel, Switzerland
| | - Sulabh Patel
- Pharmaceutical Development & Supplies, PTD Biologics Europe, F. Hoffmann-La Roche Ltd, CH-4070 Basel, Switzerland
| | - Gregoire Schwach
- Pharmaceutical Development & Supplies, PTD Biologics Europe, F. Hoffmann-La Roche Ltd, CH-4070 Basel, Switzerland
| |
Collapse
|
7
|
Pastorin G, Benetti C, Wacker MG. From in vitro to in vivo: A comprehensive guide to IVIVC development for long-acting therapeutics. Adv Drug Deliv Rev 2023; 199:114906. [PMID: 37286087 DOI: 10.1016/j.addr.2023.114906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 05/22/2023] [Accepted: 05/31/2023] [Indexed: 06/09/2023]
Affiliation(s)
- Giorgia Pastorin
- Department of Pharmacy, Faculty of Science, National University of Singapore, Singapore.
| | - Camillo Benetti
- Department of Pharmacy, Faculty of Science, National University of Singapore, Singapore
| | - Matthias G Wacker
- Department of Pharmacy, Faculty of Science, National University of Singapore, Singapore
| |
Collapse
|
8
|
Dabke A, Ghosh S, Dabke P, Sawant K, Khopade A. Revisiting the in-vitro and in-vivo considerations for in-silico modelling of complex injectable drug products. J Control Release 2023; 360:185-211. [PMID: 37353161 DOI: 10.1016/j.jconrel.2023.06.029] [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: 01/28/2023] [Revised: 05/24/2023] [Accepted: 06/19/2023] [Indexed: 06/25/2023]
Abstract
Complex injectable drug products (CIDPs) have often been developed to modulate the pharmacokinetics along with efficacy for therapeutic agents used for remediation of chronic disorders. The effective development of CIDPs has exhibited complex kinetics associated with multiphasic drug release from the prepared formulations. Consequently, predictability of pharmacokinetic modelling for such CIDPs has been difficult and there is need for advanced complex computational models for the establishment of accurate prediction models for in-vitro-in-vivo correlation (IVIVC). The computational modelling aims at supplementing the existing knowledge with mathematical equations to develop formulation strategies for generation of predictable and discriminatory IVIVC. Such an approach would help in reduction of the burden of effect of hidden factors on preclinical to clinical translations. Computational tools like physiologically based pharmacokinetics (PBPK) modelling have combined physicochemical and physiological properties along with IVIVC characteristics of clinically used formulations. Such techniques have helped in prediction and understanding of variability in pharmacodynamic parameters of potential generic products to clinically used formulations like Doxil®, Ambisome®, Abraxane® in healthy and diseased population using mathematical equations. The current review highlights the important formulation characteristics, in-vitro, preclinical in-vivo aspects which need to be considered while developing a stimulatory predictive PBPK model in establishment of an IVIVC and in-vitro-in-vivo relationship (IVIVR).
Collapse
Affiliation(s)
- Amit Dabke
- Faculty of Pharmacy, Kalabhavan Campus, The Maharaja Sayajirao University of Baroda, Vadodara, Gujarat 390001, India; Formulation Research & Development- Biopharmaceutics, Sun Pharmaceutical Industries Ltd, Vadodara, Gujarat 390012, India
| | - Saikat Ghosh
- Faculty of Pharmacy, Kalabhavan Campus, The Maharaja Sayajirao University of Baroda, Vadodara, Gujarat 390001, India
| | - Pallavi Dabke
- Faculty of Pharmacy, Kalabhavan Campus, The Maharaja Sayajirao University of Baroda, Vadodara, Gujarat 390001, India
| | - Krutika Sawant
- Faculty of Pharmacy, Kalabhavan Campus, The Maharaja Sayajirao University of Baroda, Vadodara, Gujarat 390001, India.
| | - Ajay Khopade
- Faculty of Pharmacy, Kalabhavan Campus, The Maharaja Sayajirao University of Baroda, Vadodara, Gujarat 390001, India; Formulation Research & Development- Novel Drug Delivery Systems, Sun Pharmaceutical Industries Ltd, Vadodara, Gujarat 390012, India.
| |
Collapse
|
9
|
Pei Y, Wang J, Khaliq NU, Meng F, Oucherif KA, Xue J, Horava SD, Cox AL, Richard CA, Swinney MR, Park K, Yeo Y. Development of poly(lactide-co-glycolide) microparticles for sustained delivery of meloxicam. J Control Release 2023; 353:823-831. [PMID: 36521690 DOI: 10.1016/j.jconrel.2022.12.019] [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: 09/07/2022] [Revised: 12/07/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022]
Abstract
Poly(lactide-co-glycolide) (PLGA) polymers have been widely used for drug delivery due to their biodegradability and biocompatibility. One of the objectives of encapsulating a drug in PLGA microparticles (MPs) is to achieve an extended supply of the drug through sustained release, which can range from weeks to months. Focusing on the applications needing a relatively short-term delivery, we investigated formulation strategies to achieve a drug release from PLGA MPs for two weeks, using meloxicam as a model compound. PLGA MPs produced by the traditional oil/water (O/W) single emulsion method showed only an initial burst release with minimal increase in later-phase drug release. Alternatively, encapsulating meloxicam as solid helped reduce the initial burst release. The inclusion of magnesium hydroxide [Mg(OH)2] enhanced later-phase drug release by neutralizing the developing acidity that limited the drug dissolution. The variation of solid meloxicam and Mg(OH)2 quantities allowed for flexible control of meloxicam release, yielding MPs with distinct in vitro release kinetics. When subcutaneously injected into rats, the MPs with relatively slow in vitro drug release kinetics showed in vivo drug absorption profiles consistent with in vitro trend. However, the MPs that rapidly released meloxicam showed an attenuated in vivo absorption, suggesting premature precipitation of fast-released meloxicam. In summary, this study demonstrated the feasibility of controlling drug release from the PLGA MPs over weeks based on the physical state of the encapsulated drug and the inclusion of Mg(OH)2 to neutralize the microenvironmental pH of the MPs.
Collapse
Affiliation(s)
- Yihua Pei
- Department of Industrial and Physical Pharmacy, Purdue University, 575 Stadium Mall Drive, West Lafayette, IN 47907, USA
| | - Jianping Wang
- Department of Industrial and Physical Pharmacy, Purdue University, 575 Stadium Mall Drive, West Lafayette, IN 47907, USA
| | - Nisar Ul Khaliq
- Department of Industrial and Physical Pharmacy, Purdue University, 575 Stadium Mall Drive, West Lafayette, IN 47907, USA
| | - Fanfei Meng
- Department of Industrial and Physical Pharmacy, Purdue University, 575 Stadium Mall Drive, West Lafayette, IN 47907, USA
| | | | - Jie Xue
- Eli Lilly and Company, 893 Delaware Street, Indianapolis, IN 46225, USA
| | - Sarena D Horava
- Eli Lilly and Company, 450 Kendall Street, Cambridge, MA 02142, USA
| | - Amy L Cox
- Eli Lilly and Company, 893 Delaware Street, Indianapolis, IN 46225, USA
| | - Coralie A Richard
- Eli Lilly and Company, 893 Delaware Street, Indianapolis, IN 46225, USA
| | - Monica R Swinney
- Eli Lilly and Company, 450 Kendall Street, Cambridge, MA 02142, USA
| | - Kinam Park
- Department of Industrial and Physical Pharmacy, Purdue University, 575 Stadium Mall Drive, West Lafayette, IN 47907, USA; Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN 47907, USA
| | - Yoon Yeo
- Department of Industrial and Physical Pharmacy, Purdue University, 575 Stadium Mall Drive, West Lafayette, IN 47907, USA; Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN 47907, USA.
| |
Collapse
|
10
|
Hu S, Datta-Mannan A, D'Argenio DZ. Monoclonal Antibody Pharmacokinetics in Cynomolgus Monkeys Following Subcutaneous Administration: Physiologically Based Model Predictions from Physiochemical Properties. AAPS J 2022; 25:5. [PMID: 36456779 DOI: 10.1208/s12248-022-00772-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Accepted: 10/31/2022] [Indexed: 12/03/2022] Open
Abstract
An integrated physiologically based modeling framework is presented for predicting pharmacokinetics and bioavailability of subcutaneously administered monoclonal antibodies in cynomolgus monkeys, based on in silico structure-derived metrics characterizing antibody size, overall charge, local charge, and hydrophobicity. The model accounts for antibody-specific differences in pinocytosis, transcapillary transport, local lymphatic uptake, and pre-systemic degradation at the subcutaneous injection site and reliably predicts the pharmacokinetics of five different wild-type mAbs and their Fc variants following intravenous and subcutaneous administration. Significant associations were found between subcutaneous injection site degradation rate and the antibody's local positive charge of its complementarity-determining region (R = 0.56, p = 0.0012), antibody pinocytosis rate and its overall positive charge (R = 0.59, p = 0.00063), and antibody paracellular transport and its overall charge together with hydrophobicity (R = 0.63, p = 0.00096). Based on these results, population simulations were performed to predict the relationship between bioavailability and antibody local positive charge. In addition, model simulations were conducted to calculate the relative contribution of absorption pathways (lymphatic and blood), pre-systemic degradation pathways (interstitial and lysosomal), and the influence of injection site lymph flow on antibody bioavailability and pharmacokinetics. The proposed physiologically based modeling framework integrates fundamental mechanisms governing antibody subcutaneous absorption and disposition, with structured-based physiochemical properties, to predict antibody bioavailability and pharmacokinetics in vivo.
Collapse
Affiliation(s)
- Shihao Hu
- Department of Biomedical Engineering, University of Southern California, Los Angeles, California, 90089, USA
| | - Amita Datta-Mannan
- Department of Exploratory Medicine and Pharmacology, Lilly Research Laboratories, Lilly Corporate Center, Indianapolis, Indiana, USA
| | - David Z D'Argenio
- Department of Biomedical Engineering, University of Southern California, Los Angeles, California, 90089, USA.
| |
Collapse
|
11
|
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: 5] [Impact Index Per Article: 2.5] [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.
Collapse
|
12
|
Lou H, Hageman MJ. Development of an In Vitro System To Emulate an In Vivo Subcutaneous Environment: Small Molecule Drug Assessment. Mol Pharm 2022; 19:4017-4025. [PMID: 36279508 DOI: 10.1021/acs.molpharmaceut.2c00490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A reliable in vitro system can support and guide the development of subcutaneous (SC) drug products. Although several in vitro systems have been developed, they have some limitations, which may hinder them from getting more engaged in SC drug product development. This study sought to develop a novel in vitro system, namely, Emulator of SubCutaneous Absorption and Release (ESCAR), to better emulate the in vivo SC environment and predict the fate of drugs in SC delivery. ESCAR was designed using computer-aided design (CAD) software and fabricated using the three-dimensional (3D) printing technique. ESCAR has a design of two acceptor chambers representing the blood uptake pathway and the lymphatic uptake pathway, respectively, although only the blood uptake pathway was investigated for small molecules in this study. Via conducting a DoE factor screening study using acetaminophen solution, the relationship of the output (drug release from the "SC" chamber to the "blood circulation" chamber) and the input parameters could be modeled using a variety of methods, including polynomial equations, machine learning methods, and Monte Carlo simulation-based methods. The results suggested that the hyaluronic acid (HA) concentration was a critical parameter, whereas the influence of the injection volume and injection position was not substantial. An in vitro-in vivo correlation (IVIVC) study was developed using griseofulvin suspension to explore the feasibility of applying ESCAR in formulation development and bioequivalence studies. The developed LEVEL A IVIVC model demonstrated that the in vivo PK profile could be correlated with the in vitro release profile. Therefore, using this model, for new formulations, only in vitro studies need to be conducted in ESCAR, and in vivo studies might be waived. In conclusion, ESCAR had important implications for research and development and quality control of SC drug products. Future work would be focused on further optimizing ESCAR and expanding its applications via assessing more types of molecules and formulations.
Collapse
Affiliation(s)
- Hao Lou
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas66047, United States
- Biopharmaceutical Innovation and Optimization Center, University of Kansas, Lawrence, Kansas66047, United States
| | - Michael J. Hageman
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas66047, United States
- Biopharmaceutical Innovation and Optimization Center, University of Kansas, Lawrence, Kansas66047, United States
| |
Collapse
|