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Harykrishnan S, Ganapathy M, Abinaya K, Meenakumari S, Thirumavalavan M, Anbu P, Pachaiappan R. An evaluation study on screening, partial purification, and characterization of proteins and antioxidant peptides from two varieties of Clitoria Ternatea. Int J Biol Macromol 2025; 285:138312. [PMID: 39638174 DOI: 10.1016/j.ijbiomac.2024.138312] [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: 07/12/2024] [Revised: 10/07/2024] [Accepted: 12/01/2024] [Indexed: 12/07/2024]
Abstract
This study focused on the unexplored bioactive proteins derived from the flower of Clitoria ternatea. The profiling of blue and white C. ternatea flowers was compared. After extraction, the samples underwent ultrafiltration and the isolation of the protein peptides was done by using four different buffers. The highest yield was found in the case of phosphate buffered-based extracts in blue C. ternatea flower. The single HPLC peak at 220 nm with a high area percentage confirmed the presence of peptides in all the 3 kDa filtrates of C. ternatea. These 3 kDa filtrates were concentrated by using a C-18 zip tip method, with alpha-cyano-4-hydroxycinnamic acid as a substrate for MALDI-TOF-MS-based peptide mass analysis. To determine the antioxidant activity of the peptides, four different assays including DPPH, ABTS, FRAP and NOS were used and it was observed that the blue C. ternatea flower exhibited the potential activity when compared to the white C. ternatea flower. Among all, the phosphate buffer filtrate exhibited the highest antioxidant activity. The binding affinity of the identified protein peptides APCPNR, LGLFR, LIPQE and SISWSS from blue and white flower were evaluated against amyloid beta (Aβ) and acetylcholinesterase (AChE) targets of Alzheimer's disease by in silico analysis.
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Affiliation(s)
- Suresh Harykrishnan
- Department of Biotechnology, School of Bioengineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur 603 203, Tamil Nadu, India
| | - Mariappan Ganapathy
- Department of Biotechnology, School of Bioengineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur 603 203, Tamil Nadu, India
| | - Kanagaraja Abinaya
- Department of Biotechnology, School of Bioengineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur 603 203, Tamil Nadu, India
| | - Sakthivelu Meenakumari
- Department of Biotechnology, School of Bioengineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur 603 203, Tamil Nadu, India
| | - Munusamy Thirumavalavan
- Department of Chemistry, Saveetha Engineering College, Saveetha Nagar, Thandalam, Chennai 602 105, Tamil Nadu, India.
| | - Periasamy Anbu
- Center for Global Health Research, Saveetha Medical College & Hospital, Saveetha Institute of Medical and Technical Sciences (SIMATS), Thandalam, Chennai 602 105, Tamil Nadu, India
| | - Raman Pachaiappan
- Department of Biotechnology, School of Bioengineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur 603 203, Tamil Nadu, India.
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Kumar M, Lanke S, Yadav A, Ette M, Mager DE, Shah DK. Inter-Antibody Variability in the Clinical Pharmacokinetics of Monoclonal Antibodies Characterized Using Population Physiologically Based Pharmacokinetic Modeling. Antibodies (Basel) 2024; 13:54. [PMID: 39051330 PMCID: PMC11270311 DOI: 10.3390/antib13030054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 06/27/2024] [Accepted: 06/29/2024] [Indexed: 07/27/2024] Open
Abstract
The objective of this work was to develop a population physiologically based pharmacokinetic (popPBPK) model to characterize the variability in the clinical PK of monoclonal antibodies (mAbs) following intravenous (IV) and subcutaneous (SC) administration. An extensive literature search was conducted and clinical PK data for FDA-approved as well as non-approved mAbs were collected. Training and validation datasets of 44 and 9 mAbs exhibiting linear pharmacokinetics were used for model development. The variability in antibody PK was captured by accounting for different rate constants of pinocytosis (CLup) and intracellular degradation (kdeg) for different mAbs. Typical values for CLup and kdeg and their respective inter-antibody variabilities (ωClup, ωKdeg) were estimated to be 0.32 L/h/L and 26.1 h-1 (73% and 46%). Varied absorption profiles following SC dosing were characterized by incorporating inter-antibody variability in local degradation (kSC) and rate of lymphatic uptake (S_Lu) of mAbs. Estimates for typical kSC and S_Lu values, and ωKsc,ωS_Lu, were found to be 0.0015 h-1 and 0.54 (193%, and 49%). FDA-approved mAbs showed less local degradation (0.0014 h-1 vs. 0.0038 h-1) compared with other clinically tested mAbs, whereas no substantial differences in physiological processes involved in disposition were observed. To evaluate the generalizability of estimated PK parameters and model validation, the final popPBPK model was used to simulate the range of expected PK for mAbs following SC administration of nine different mAbs that were not used for model-building purposes. The predicted PK of all nine mAbs was within the expected range specified a priori. Thus, the popPBPK model presented here may serve as a tool to predict the clinical PK of mAbs with linear disposition before administering them to humans. The model may also support preclinical-to-clinical translation and 'first-in-human' dose determination for mAbs.
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Affiliation(s)
- Mokshada Kumar
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, Buffalo, NY 14214-8033, USA; (M.K.); (S.L.); (A.Y.); (M.E.); (D.E.M.)
| | - Sravani Lanke
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, Buffalo, NY 14214-8033, USA; (M.K.); (S.L.); (A.Y.); (M.E.); (D.E.M.)
| | - Alka Yadav
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, Buffalo, NY 14214-8033, USA; (M.K.); (S.L.); (A.Y.); (M.E.); (D.E.M.)
| | - Mfonabasi Ette
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, Buffalo, NY 14214-8033, USA; (M.K.); (S.L.); (A.Y.); (M.E.); (D.E.M.)
| | - Donald E. Mager
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, Buffalo, NY 14214-8033, USA; (M.K.); (S.L.); (A.Y.); (M.E.); (D.E.M.)
- Enhanced Pharmacodynamics, LLC, Buffalo, NY 14203, USA
| | - Dhaval K. Shah
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, Buffalo, NY 14214-8033, USA; (M.K.); (S.L.); (A.Y.); (M.E.); (D.E.M.)
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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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Ibrahim M, Wallace I, Ghazvini S, Manetz S, Cordoba-Rodriguez R, Patel SM. Protein Aggregates in Inhaled Biologics: Challenges and Considerations. J Pharm Sci 2023; 112:1341-1344. [PMID: 36796636 PMCID: PMC9927828 DOI: 10.1016/j.xphs.2023.02.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 02/09/2023] [Accepted: 02/10/2023] [Indexed: 02/16/2023]
Abstract
Pulmonary delivery is the main route of administration for treatment of local lung diseases. Recently, the interest in delivery of proteins through the pulmonary route for treatment of lung diseases has significantly increased, especially after Covid-19 pandemic. The development of an inhalable protein combines the challenges of inhaled as well as biologic products since protein stability may be compromised during manufacture or delivery. For instance, spray drying is the most common technology for manufacture of inhalable biological particles, however, it imposes shear and thermal stresses which may cause protein unfolding and aggregation post drying. Therefore, protein aggregation should be evaluated for inhaled biologics as it could impact the safety and/or efficacy of the product. While there is extensive knowledge and regulatory guidance on acceptable limits of particles, which inherently include insoluble protein aggregates, in injectable proteins, there is no comparable knowledge for inhaled ones. Moreover, the poor correlation between in vitro setup for analytical testing and the in vivo lung environment limits the predictability of protein aggregation post inhalation. Thus, the purpose of this article is to highlight the major challenges facing the development of inhaled proteins compared to parenteral ones, and to share future thoughts to resolve them.
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Affiliation(s)
- Mariam Ibrahim
- Dosage Form Design & Development, Early-Stage Formulation Sciences, Biopharmaceuticals Development, R&D, AstraZeneca, Gaithersburg, USA
| | - Ian Wallace
- Clinical Pharmacology & Safety Sciences, Respiratory & Immunology, Neuroscience, Vaccines & Immune Therapies Safety, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Saba Ghazvini
- Dosage Form Design & Development, Early-Stage Formulation Sciences, Biopharmaceuticals Development, R&D, AstraZeneca, Gaithersburg, USA
| | - Scott Manetz
- Clinical Pharmacology & Safety Sciences, Respiratory & Immunology, Neuroscience, Vaccines & Immune Therapies Safety, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, USA
| | - Ruth Cordoba-Rodriguez
- Regulatory Affairs, Chemistry, Manufacturing and Controls Regulatory Affairs, Oncology R&D, AstraZeneca, Gaithersburg, USA
| | - Sajal M. Patel
- Dosage Form Design & Development, Early-Stage Formulation Sciences, Biopharmaceuticals Development, R&D, AstraZeneca, Gaithersburg, USA,Corresponding author
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Schuster J, Kamuju V, Mathaes R. Protein Stability After Administration: A Physiologic Consideration. J Pharm Sci 2023; 112:370-376. [PMID: 36202247 DOI: 10.1016/j.xphs.2022.09.032] [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: 06/22/2022] [Revised: 09/30/2022] [Accepted: 09/30/2022] [Indexed: 11/05/2022]
Abstract
Regulatory authorities and the scientific community have identified the need to monitor the in vivo stability of therapeutic proteins (TPs). Due to the unique physiologic conditions in patients, the stability of TPs after administration can deviate largely from their stability under drug product (DP) conditions. TPs can degrade at substantial rates once immersed in the in vivo milieu. Changes in protein stability upon administration to patients are critical as they can have implications on patient safety and clinical effectiveness of DPs. Physiologic conditions are challenging to simulate and require dedicated in vitro models for specific routes of administration. Advancements of in vitro models enable to simulate the exposure to physiologic conditions prior to resource demanding pre-clinical and clinical studies. This enables to evaluate the in vivo stability and thus may allow to improve the safety/efficacy profile of DPs. While in vitro-in vivo correlations are challenging, benchmarking DP candidates enables to identify liabilities and optimize molecules. The in vivo stability should be an integral part of holistic stability assessments during early development. Such assessments can accelerate development timelines and lead to more stable DPs for patients.
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Affiliation(s)
- Joachim Schuster
- Lonza Pharma and Biotech, Drug Product Services, Basel, Switzerland.
| | - Vinay Kamuju
- Lonza Pharma and Biotech, Drug Product Services, Basel, Switzerland
| | - Roman Mathaes
- Lonza Pharma and Biotech, Drug Product Services, Basel, Switzerland
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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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Torres-Terán I, Venczel M, Klein S. Prediction of subcutaneous drug absorption - do we have reliable data to design a simulated interstitial fluid? Int J Pharm 2021; 610:121257. [PMID: 34737015 DOI: 10.1016/j.ijpharm.2021.121257] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 10/15/2021] [Accepted: 10/28/2021] [Indexed: 01/02/2023]
Abstract
For many years subcutaneous (SC) administration has represented the main route for delivering biopharmaceuticals. However, little information exists about the milieu in the subcutaneous tissue, especially about the properties/composition of the fluid present in this tissue, the interstitial fluid (ISF), which is one of the key elements for the drug release and absorption. Better knowledge on SC ISF composition, properties and dynamics may provide better insight into in vivo drug performance. In addition, a simulated SC ISF, which allows better prediction of in vivo absorption of drugs after subcutaneous administration based on in vitro release experiments, would help to improve formulation design, and reduce the number of animal studies and clinical trials required to obtain marketing authorization. To date, a universal medium for predicting drug solubility/release in the interstitial space does not exist. This review provides an overview of the currently available information on composition and physicochemical properties of SC ISF and critically discusses different isolation techniques in the context of information that could be gained from the isolated fluid. Moreover, it surveys current in vitro release media aiming to mimic SC ISF composition and highlights information gaps that need to be filled for designing a meaningful artificial SC ISF.
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Affiliation(s)
- Iria Torres-Terán
- Sanofi-Aventis Deutschland GmbH, R&D, Global CMC Development, Synthetics Platform. Industriepark Hoechst, H770, D-65926 Frankfurt Am Main, Germany; Department of Pharmacy, Institute of Biopharmaceutics and Pharmaceutical Technology, Center of Drug Absorption and Transport, University of Greifswald, 3 Felix Hausdorff Street, 17489 Greifswald, Germany
| | - Márta Venczel
- Sanofi-Aventis Deutschland GmbH, R&D, Global CMC Development, Synthetics Platform. Industriepark Hoechst, H770, D-65926 Frankfurt Am Main, Germany
| | - Sandra Klein
- Department of Pharmacy, Institute of Biopharmaceutics and Pharmaceutical Technology, Center of Drug Absorption and Transport, University of Greifswald, 3 Felix Hausdorff Street, 17489 Greifswald, Germany.
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Schuster J, Kamuju V, Mathaes R. Fate of Antibody and Polysorbate Particles in a Human Serum Model. Eur J Pharm Biopharm 2021; 171:72-79. [PMID: 34920132 DOI: 10.1016/j.ejpb.2021.12.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 12/07/2021] [Accepted: 12/10/2021] [Indexed: 11/17/2022]
Abstract
Monoclonal antibodies (mAbs) and excipients can degrade owing to different stress factors they encounter during their life cycle or after administration in human body. This can result in the formation of aggregates and particulates. As particles can evoke an immune response in patients, it becomes increasingly important to monitor their fate after administration. In this study, we used a protein-free serum model to assess the fate of mAb and polysorbate (PS) particles under physiologic conditions. Commonly encountered stress conditions such as pH, temperature, extrusion, and shaking were chosen to generate mAb particles. Alkaline hydrolysis was used to generate PS particles. The fate of aggregates and particles was evaluated in serum and histidine buffer. We observed that depending on the nature of stress and the environment particles are subjected to, the fate of particles can differ substantially. The mAb aggregates generated by pH stress, showed reduction in HMWS from 26% to 6% over 14days in human serum filtrate. PS particles dissolved at 37°C but remained unaltered in Histidine at 5°C. Our results reinforce the need to track the fate of particles generated during drug product development upon exposure to physiologic conditions.
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Affiliation(s)
- Joachim Schuster
- Lonza Pharma and Biotech, Drug Product Services, Basel, Switzerland
| | - Vinay Kamuju
- Lonza Pharma and Biotech, Drug Product Services, Basel, Switzerland
| | - Roman Mathaes
- Lonza Pharma and Biotech, Drug Product Services, Basel, Switzerland.
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Assessment of Antibody Stability in a Novel Protein-Free Serum Model. Pharmaceutics 2021; 13:pharmaceutics13060774. [PMID: 34067269 PMCID: PMC8224624 DOI: 10.3390/pharmaceutics13060774] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 05/18/2021] [Accepted: 05/20/2021] [Indexed: 12/25/2022] Open
Abstract
Therapeutic proteins can degrade upon administration as they are subjected to a variety of stresses in human body compartments. In vivo degradation may cause undesirable pharmacokinetic/pharmacodynamic profiles. Pre-clinical in vitro models have gained scientific interest as they enable one to evaluate the in vivo stability of monoclonal antibodies (mAbs) and ultimately can improve patient safety. We used a novel approach by stripping serum of endogenous proteins, which interfere with analytical test methods. This enabled the direct analysis of the target protein without laborious sample work-up procedures. The developed model retained the osmolality, conductivity, temperature, and pH of serum. We compared the impact of human, bovine, and artificial serum to accelerated stability conditions in histidine buffer. Target mAbs were assessed in regard to visible and sub-visible particles, as well as protein aggregation and fragmentation. Both mAbs degraded to a higher extent under physiological conditions compared to accelerated stability conditions. No relevant stability differences between the tested mAbs were observed. Our results reinforced the importance of monitoring protein stability in biological fluids or fluids emulating these conditions closely. Models enabling analysis in fluids directly allow high throughput testing in early pre-clinical stages and help in selecting molecules with increased in vivo stability.
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