1
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Ling J, Du Y, Wuelfing WP, Buist N, Krishnamachari Y, Xi H, Templeton AC, Su Y. Molecular mechanisms for stabilizing biologics in the solid state. J Pharm Sci 2025; 114:736-765. [PMID: 39617053 DOI: 10.1016/j.xphs.2024.11.017] [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: 08/12/2024] [Revised: 11/09/2024] [Accepted: 11/15/2024] [Indexed: 12/19/2024]
Abstract
Protein drugs exhibit challenges of biophysical and biochemical instability due to their structural complexity and rich dynamics. Solid-state biologics aim to enhance stability by increasing molecular rigidity within the formulation matrix, representing a primary category of drug products alongside sterile liquid formulations. Understanding the molecular mechanisms behind the stabilization and destabilization of protein drugs, influenced by formulation composition and drying processes, provides scientific rationale for drug product design. This review aims to elaborate on the two primary models of water-to-sugar substitution and matrix vitrification, respectively, via thermodynamic and kinetic stabilization. It offers an up-to-date review of experimental investigations into these hypotheses, specifically elucidating protein structure and protein-excipient interactions at the molecular level, molecular dynamics across a broad range of motion regimes, and microscopic attributes such as protein-sugar and protein-salt miscibility and microenvironmental acidity, in relevant liquid, frozen, and solid states, using advanced biophysical techniques for solid-state analysis. Moreover, we discuss how these mechanistic understandings facilitate the investigation and prediction of critical stability behaviors and enables the design of solid biological drug products.
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Affiliation(s)
- Jing Ling
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc., Rahway, NJ 07065, USA
| | - Yong Du
- Analytical Research and Development, Merck & Co., Inc., Rahway, NJ 07065, USA
| | - W Peter Wuelfing
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc., Rahway, NJ 07065, USA
| | - Nicole Buist
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc., Rahway, NJ 07065, USA
| | - Yogita Krishnamachari
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc., Rahway, NJ 07065, USA
| | - Hanmi Xi
- Analytical Research and Development, Merck & Co., Inc., Rahway, NJ 07065, USA
| | - Allen C Templeton
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc., Rahway, NJ 07065, USA.
| | - Yongchao Su
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc., Rahway, NJ 07065, USA; Analytical Research and Development, Merck & Co., Inc., Rahway, NJ 07065, USA.
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2
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Zhou R, Qu J, Liu X, Lin F, Ohulchanskyy TY, Alifu N, Qu J, Yin DC. Biopharmaceutical drug delivery and phototherapy using protein crystals. Adv Drug Deliv Rev 2025; 216:115480. [PMID: 39613032 DOI: 10.1016/j.addr.2024.115480] [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: 07/31/2024] [Revised: 11/14/2024] [Accepted: 11/26/2024] [Indexed: 12/01/2024]
Abstract
Biopharmaceutical drugs, including proteins, peptides, and antibodies, are renowned for their high specificity and efficacy, fundamentally transforming disease treatment paradigms. However, their structural complexity presents challenges for their formulation and delivery. Protein crystals, characterized by high purity, high stability and a porous structure for biopharmaceutical drug encapsulation, providing a potential avenue for formulating and delivering biopharmaceutical drugs. There is increasing interest in engineering protein crystals to delivery biopharmaceutical drugs for biomedical applications. This review summarizes the recent advances in biopharmaceutical drug delivery and phototherapy using protein crystals. First, we evaluate the advantages of using protein crystals for biopharmaceutical drugs delivery. Next, we outline the strategies for in vitro and in vivo crystallization to prepare protein crystals. Importantly, the review highlights the advanced applications of protein crystals in biopharmaceutical drug delivery, tumor phototherapy, and other optical fields. Finally, it provides insights into future perspectives of biopharmaceutical drug delivery using protein crystals. This comprehensive review aims to provide effective insights into design of protein crystals to simplify biopharmaceutical drug delivery and improve disease treatment.
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Affiliation(s)
- Renbin Zhou
- Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, 127 Youyi West Road, Xi'an, Shaanxi Province 710072, China
| | - Jinghan Qu
- Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, 127 Youyi West Road, Xi'an, Shaanxi Province 710072, China
| | - Xuejiao Liu
- Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, 127 Youyi West Road, Xi'an, Shaanxi Province 710072, China
| | - Fangrui Lin
- College of Physics and Optoelectronic Engineering, Key Laboratory of Optoelectronic Devices and Systems of Ministry of Education and Guangdong Province, Shenzhen University, Shenzhen 518060, China.
| | - Tymish Y Ohulchanskyy
- College of Physics and Optoelectronic Engineering, Key Laboratory of Optoelectronic Devices and Systems of Ministry of Education and Guangdong Province, Shenzhen University, Shenzhen 518060, China
| | - Nuernisha Alifu
- School of Medical Engineering and Technology, Xinjiang Medical University, Urumqi 830054, China
| | - Junle Qu
- College of Physics and Optoelectronic Engineering, Key Laboratory of Optoelectronic Devices and Systems of Ministry of Education and Guangdong Province, Shenzhen University, Shenzhen 518060, China; School of Medical Engineering and Technology, Xinjiang Medical University, Urumqi 830054, China
| | - Da-Chuan Yin
- Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, 127 Youyi West Road, Xi'an, Shaanxi Province 710072, China.
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3
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Prašnikar M, Bjelošević Žiberna M, Gosenca Matjaž M, Ahlin Grabnar P. Novel strategies in systemic and local administration of therapeutic monoclonal antibodies. Int J Pharm 2024; 667:124877. [PMID: 39490550 DOI: 10.1016/j.ijpharm.2024.124877] [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: 05/21/2024] [Revised: 10/03/2024] [Accepted: 10/24/2024] [Indexed: 11/05/2024]
Abstract
Monoclonal antibodies (mAbs) are an evolving class of biopharmaceuticals, with advancements evident across various stages of their development. While discovery, mAb chemical optimization, production and purification processes have been thoroughly reviewed, this paper aims to offer a summary of novel strategies in administration of mAbs. At present, systemic delivery of mAbs is available through parenteral administration routes with focus on subcutaneous administration. In addition, oriented toward patient-friendly therapy, other less invasive administration routes of mAbs, such as inhalation, nasal, transdermal, and oral administration, are explored. Literature data reveals the potential for local delivery of mAbs via inhalation, nasal, transdermal, intratumoral, intravitreal and vaginal administration, offering high efficacy with fewer systemic adverse effects. However, to date, only mAb medicines are available for intravitreal administration, mainly due to higher bioavailability, and an intranasal spray is authorised as a medical device. The review highlights the promising data in approval of novel administration routes, likely through inhalation, but further intensive research considering the current obstacles, is essential.
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Affiliation(s)
- Monika Prašnikar
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia
| | | | - Mirjam Gosenca Matjaž
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia
| | - Pegi Ahlin Grabnar
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia.
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4
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Wang S, Rienstra CM, Chen K. Higher Order Structure Differences Among Insulin Crystalline Drugs Revealed by 2D heteronuclear NMR. ChemMedChem 2024; 19:e202400340. [PMID: 39116305 DOI: 10.1002/cmdc.202400340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 08/06/2024] [Accepted: 08/07/2024] [Indexed: 08/10/2024]
Abstract
During therapeutic protein development, two-dimensional (2D) heteronuclear NMR spectra can be a powerful analytical method for measuring protein higher order structure (HOS) in solution since the spectra exhibit much higher resolution than homonuclear 1H spectra. However, 2D NMR capabilities for characterizing protein HOS in crystalline states remain to be assessed, given the low 13C natural abundance and intrinsically broader lines in solid-state NMR (SSNMR). Herein, high-resolution heteronuclear correlation (HETCOR) SSNMR was utilized to directly measure intact crystal drug products of insulin human, insulin analogs of insulin lispro and insulin aspart. The fingerprint regions in 2D 1H-13C HETCOR spectra were identified, which distinguished the insulin crystals in their primary structure, HOS heterogeneity and dynamics, as well as the manufacturing processes. The HOS heterogeneity in insulin analogs is consistent with their therapeutic effect of rapid action; while insulin human crystals showed more structural homogeneity, consistent with their slower pharmacokinetics (PK) peak time than insulin analogs. Therefore, heteronuclear NMR could be broadly applicable to study protein drug dosage forms from liquid to solid, yielding improved molecular level structure data for assessing drug HOS in biosimilar drug development.
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Affiliation(s)
- Songlin Wang
- National Magnetic Resonance Facility at Madison (NMRFAM), University of Wisconsin-Madison, Madison, WI-53706, United States
| | - Chad M Rienstra
- National Magnetic Resonance Facility at Madison (NMRFAM), University of Wisconsin-Madison, Madison, WI-53706, United States
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI-53706, United States
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI-53706, United States
| | - Kang Chen
- Office of Pharmaceutical Quality Research, Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD-20993, United States
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5
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Banks D, Kempf JG, Du Y, Reichert P, Narasimhan C, Fang R, Kwon S, Ling J, Lay-Fortenbery A, Zhang Y, Ni QZ, Cote A, Su Y. Investigation of Protein Therapeutics in Frozen Conditions Using DNP MAS NMR: A Study on Pembrolizumab. Mol Pharm 2024. [PMID: 39555969 DOI: 10.1021/acs.molpharmaceut.4c00929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2024]
Abstract
The success of modern biopharmaceutical products depends on enhancing the stability of protein therapeutics. Freezing and thawing, which are common thermal stresses encountered throughout the lifecycle of drug substances, spanning protein production, formulation design, manufacturing, storage, and shipping, can impact this stability. Understanding the physicochemical and molecular behaviors of components in biological drug products at temperatures relevant to manufacturing and shipping is essential for assessing stability risks and determining appropriate storage conditions. This study focuses on the stability of high-concentration monoclonal antibody (mAb) pembrolizumab, the drug substance of Keytruda (Merck & Co., Inc., Rahway, NJ, United States), and its excipients in a frozen solution. By leveraging dynamic nuclear polarization (DNP), we achieve more than 100-fold signal enhancements in solid-state NMR (ssNMR), enabling efficient low-temperature (LT) analysis of pembrolizumab without isotopic enrichment. Through both ex situ and in situ ssNMR experiments conducted across a temperature range of 297 to 77 K, we provide insights into the stability of crystalline pembrolizumab under frozen conditions. Importantly, utilizing LT magic-angle spinning (MAS) probes allows us to study molecular dynamics in pembrolizumab from room temperature down to liquid nitrogen temperatures (<100 K). Our results demonstrate that valuable insights into protein conformation and dynamics, crystallinity, and the phase transformations of excipients during the freezing of the formulation matrix can be readily obtained for biological drug products. This study underscores the potential of LT-MAS ssNMR and DNP techniques for analyzing protein therapeutics and vaccines in frozen solutions.
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Affiliation(s)
- Daniel Banks
- Bruker Biospin Corporation, Billerica, Massachusetts 01821, United States
| | - James G Kempf
- Bruker Biospin Corporation, Billerica, Massachusetts 01821, United States
| | - Yong Du
- Analytical Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Paul Reichert
- Discovery Chemistry, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Chakravarthy Narasimhan
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Rui Fang
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Soonbum Kwon
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Jing Ling
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Ashley Lay-Fortenbery
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Yongqian Zhang
- Analytical Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Qing Zhe Ni
- Analytical Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Aaron Cote
- Process Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Yongchao Su
- Analytical Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc., Rahway, New Jersey 07065, United States
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6
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Jacquot G, Lopez Navarro P, Grange C, Boudali L, Harlepp S, Pivot X, Detappe A. Landscape of Subcutaneous Administration Strategies for Monoclonal Antibodies in Oncology. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2406604. [PMID: 39165046 DOI: 10.1002/adma.202406604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 07/15/2024] [Indexed: 08/22/2024]
Abstract
In recent decades, subcutaneous (SC) administration of monoclonal antibodies (mAbs) has emerged as a promising alternative to intravenous delivery in oncology, offering comparable therapeutic efficacy while addressing patient preferences. This perspective article provides an in-depth analysis of the technological landscape surrounding SC mAb administration in oncology. It outlines various technologies under evaluation across developmental stages, spanning from preclinical investigations to the integration of established methodologies in clinical practice. Additionally, this perspective article explores emerging trends and prospective trajectories, shedding light on the evolving landscape of SC mAb administration. Furthermore, it emphasizes key checkpoints related to quality attributes essential for optimizing mAb delivery via the SC route. This review serves as a valuable resource for researchers, clinicians, and healthcare policymakers, offering insights into the advancement of SC mAb administration in oncology and its implications for patient care.
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Affiliation(s)
- Guillaume Jacquot
- Institut de Cancérologie Strasbourg Europe, Strasbourg, 67000, France
- Equipe labellisée Ligue contre le Cancer, France
- Strasbourg Drug Discovery and Development Institute (IMS), Strasbourg, 67000, France
| | - Pedro Lopez Navarro
- Institut de Cancérologie Strasbourg Europe, Strasbourg, 67000, France
- Equipe labellisée Ligue contre le Cancer, France
- Strasbourg Drug Discovery and Development Institute (IMS), Strasbourg, 67000, France
| | - Coralie Grange
- Institut de Cancérologie Strasbourg Europe, Strasbourg, 67000, France
- Equipe labellisée Ligue contre le Cancer, France
- Strasbourg Drug Discovery and Development Institute (IMS), Strasbourg, 67000, France
| | - Lotfi Boudali
- Institut de Cancérologie Strasbourg Europe, Strasbourg, 67000, France
- Equipe labellisée Ligue contre le Cancer, France
- Strasbourg Drug Discovery and Development Institute (IMS), Strasbourg, 67000, France
| | - Sébastien Harlepp
- Institut de Cancérologie Strasbourg Europe, Strasbourg, 67000, France
- Equipe labellisée Ligue contre le Cancer, France
- Strasbourg Drug Discovery and Development Institute (IMS), Strasbourg, 67000, France
| | - Xavier Pivot
- Institut de Cancérologie Strasbourg Europe, Strasbourg, 67000, France
- Equipe labellisée Ligue contre le Cancer, France
- Strasbourg Drug Discovery and Development Institute (IMS), Strasbourg, 67000, France
| | - Alexandre Detappe
- Institut de Cancérologie Strasbourg Europe, Strasbourg, 67000, France
- Equipe labellisée Ligue contre le Cancer, France
- Strasbourg Drug Discovery and Development Institute (IMS), Strasbourg, 67000, France
- Equipe de Synthèse Pour l'Analyse, Institut Pluridisciplinaire Hubert Curien (IPHC), UMR 7178 CNRS/University of Strasbourg, Strasbourg, Cedex 2, 67087, France
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7
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Larpent P, Codan L, Bothe JR, Iuzzolino L, Pabit S, Gupta S, Fischmann T, Su Y, Reichert P, Stueber D, Cote A. Small-Angle X-ray Scattering as a Powerful Tool for Phase and Crystallinity Assessment of Monoclonal Antibody Crystallites in Support of Batch Crystallization. Mol Pharm 2024; 21:4024-4037. [PMID: 38958508 DOI: 10.1021/acs.molpharmaceut.4c00418] [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] [Indexed: 07/04/2024]
Abstract
Crystalline suspensions of monoclonal antibodies (mAbs) have great potential to improve drug substance isolation and purification on a large scale and to be used for drug delivery via high-concentration formulations. Crystalline mAb suspensions are expected to have enhanced chemical and physical properties relative to mAb solutions delivered intravenously, making them attractive candidates for subcutaneous delivery. In contrast to small molecules, the development of protein crystalline suspensions is not a widely used approach in the pharmaceutical industry. This is mainly due to the challenges in finding crystalline hits and the suboptimal physical properties of the resulting crystallites when hits are found. Modern advances in instrumentation and increased knowledge of mAb crystallization have, however, resulted in higher probabilities of discovering crystal forms and improving their particle properties and characterization. In this regard, physical, analytical characterization plays a central role in the initial steps of understanding and later optimizing the crystallization of mAbs and requires careful selection of the appropriate tools. This contribution describes a novel crystal structure of the antibody pembrolizumab and demonstrates the usefulness of small-angle X-ray scattering (SAXS) for characterizing its crystalline suspensions. It illustrates the advantages of SAXS when used to (i) confirm crystallinity and crystal phase of crystallites produced in batch mode; (ii) confirm crystallinity under various conditions and detect variations in crystal phases, enabling fine-tuning of the crystallizations for phase control across multiple batches; (iii) monitor the physical response and stability of the crystallites in suspension with regard to filtration and washing; and (iv) monitor the physical stability of the crystallites upon drying. Overall, this work highlights how SAXS is an essential tool for mAb crystallization characterization.
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Affiliation(s)
- Patrick Larpent
- Department of Analytical Research and Development, MSD Werthenstein BioPharma GmbH, Industrie Nord 1, 6105 Schachen, Switzerland
| | - Lorenzo Codan
- Department of Process Research and Development, MSD Werthenstein BioPharma GmbH, Industrie Nord 1, 6105 Schachen, Switzerland
| | - Jameson R Bothe
- Department of Analytical Research and Development, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Luca Iuzzolino
- Department of Computational and Structural Chemistry, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Suzette Pabit
- Department of Analytical Research and Development, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Sudipta Gupta
- Department of Analytical Research and Development, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Thierry Fischmann
- Department of Protein and Structural Chemistry, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Yongchao Su
- Department of Analytical Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Paul Reichert
- Department of Protein and Structural Chemistry, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Dirk Stueber
- Department of Analytical Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Aaron Cote
- Department of Biologics Process Research and Development, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
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8
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Manning MC, Holcomb RE, Payne RW, Stillahn JM, Connolly BD, Katayama DS, Liu H, Matsuura JE, Murphy BM, Henry CS, Crommelin DJA. Stability of Protein Pharmaceuticals: Recent Advances. Pharm Res 2024; 41:1301-1367. [PMID: 38937372 DOI: 10.1007/s11095-024-03726-x] [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: 03/25/2024] [Accepted: 06/03/2024] [Indexed: 06/29/2024]
Abstract
There have been significant advances in the formulation and stabilization of proteins in the liquid state over the past years since our previous review. Our mechanistic understanding of protein-excipient interactions has increased, allowing one to develop formulations in a more rational fashion. The field has moved towards more complex and challenging formulations, such as high concentration formulations to allow for subcutaneous administration and co-formulation. While much of the published work has focused on mAbs, the principles appear to apply to any therapeutic protein, although mAbs clearly have some distinctive features. In this review, we first discuss chemical degradation reactions. This is followed by a section on physical instability issues. Then, more specific topics are addressed: instability induced by interactions with interfaces, predictive methods for physical stability and interplay between chemical and physical instability. The final parts are devoted to discussions how all the above impacts (co-)formulation strategies, in particular for high protein concentration solutions.'
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Affiliation(s)
- Mark Cornell Manning
- Legacy BioDesign LLC, Johnstown, CO, USA.
- Department of Chemistry, Colorado State University, Fort Collins, CO, USA.
| | - Ryan E Holcomb
- Legacy BioDesign LLC, Johnstown, CO, USA
- Department of Chemistry, Colorado State University, Fort Collins, CO, USA
| | - Robert W Payne
- Legacy BioDesign LLC, Johnstown, CO, USA
- Department of Chemistry, Colorado State University, Fort Collins, CO, USA
| | - Joshua M Stillahn
- Legacy BioDesign LLC, Johnstown, CO, USA
- Department of Chemistry, Colorado State University, Fort Collins, CO, USA
| | | | | | | | | | | | - Charles S Henry
- Department of Chemistry, Colorado State University, Fort Collins, CO, USA
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9
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Pujahari SR, Purusottam RN, Mali PS, Sarkar S, Khaneja N, Vajpai N, Kumar A. Exploring the Higher Order Structure and Conformational Transitions in Insulin Microcrystalline Biopharmaceuticals by Proton-Detected Solid-State Nuclear Magnetic Resonance at Natural Abundance. Anal Chem 2024; 96:4756-4763. [PMID: 38326990 DOI: 10.1021/acs.analchem.3c04040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
The integrity of a higher order structure (HOS) is an essential requirement to ensure the efficacy, stability, and safety of protein therapeutics. Solution-state nuclear magnetic resonance (NMR) occupies a unique niche as one of the most promising methods to access atomic-level structural information on soluble biopharmaceutical formulations. Another major class of drugs is poorly soluble, such as microcrystalline suspensions, which poses significant challenges for the characterization of the active ingredient in its native state. Here, we have demonstrated a solid-state NMR method for HOS characterization of biopharmaceutical suspensions employing a selective excitation scheme under fast magic angle spinning (MAS). The applicability of the method is shown on commercial insulin suspensions at natural isotopic abundance. Selective excitation aided with proton detection and non-uniform sampling (NUS) provides improved sensitivity and resolution. The enhanced resolution enabled us to demonstrate the first experimental evidence of a phenol-escaping pathway in insulin, leading to conformational transitions to different hexameric states. This approach has the potential to serve as a valuable means for meticulously examining microcrystalline biopharmaceutical suspensions, which was previously not attainable in their native formulation states and can be seamlessly extended to other classes of biopharmaceuticals such as mAbs and other microcrystalline proteins.
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Affiliation(s)
- Soumya Ranjan Pujahari
- Department of Biosciences and Bioengineering, Indian Institute of Technology, Bombay, Powai Mumbai 400076, India
| | - Rudra N Purusottam
- Department of Biosciences and Bioengineering, Indian Institute of Technology, Bombay, Powai Mumbai 400076, India
| | - Pramod S Mali
- Department of Biosciences and Bioengineering, Indian Institute of Technology, Bombay, Powai Mumbai 400076, India
| | - Sambeda Sarkar
- System and Control Engineering, Indian Institute of Technology, Bombay, Powai Mumbai 400076, India
| | - Navin Khaneja
- System and Control Engineering, Indian Institute of Technology, Bombay, Powai Mumbai 400076, India
| | - Navratna Vajpai
- Biocon Biologics Limited, Biocon SEZ, Plot No. 2 & 3, Phase IV-B.I.A, Bommasandra-Jigani Link Road, Bangalore 560099, India
| | - Ashutosh Kumar
- Department of Biosciences and Bioengineering, Indian Institute of Technology, Bombay, Powai Mumbai 400076, India
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10
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Song J, Taraban M, Yu YB, Lu L, Biswas PG, Xu W, Xi H, Bhambhani A, Hu G, Su Y. In-situ biophysical characterization of high-concentration protein formulations using wNMR. MAbs 2024; 16:2304624. [PMID: 38299343 PMCID: PMC10841025 DOI: 10.1080/19420862.2024.2304624] [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: 09/20/2023] [Accepted: 01/09/2024] [Indexed: 02/02/2024] Open
Abstract
High-concentration protein formulation is of paramount importance in patient-centric drug product development, but it also presents challenges due to the potential for enhanced aggregation and increased viscosity. The analysis of critical quality attributes often necessitates the transfer of samples from their primary containers together with sample dilution. Therefore, there is a demand for noninvasive, in situ biophysical methods to assess protein drug products directly in primary sterile containers, such as prefilled syringes, without dilution. In this study, we introduce a novel application of water proton nuclear magnetic resonance (wNMR) to evaluate the aggregation propensity of a high-concentration drug product, Dupixent® (dupilumab), under stress conditions. wNMR results demonstrate a concentration-dependent, reversible association of dupilumab in the commercial formulation, as well as irreversible aggregation when exposed to accelerated thermal stress, but gradually reversible aggregation when exposed to freeze and thaw cycles. Importantly, these results show a strong correlation with data obtained from established biophysical analytical tools widely used in the pharmaceutical industry. The application of wNMR represents a promising approach for in situ noninvasive analysis of high-concentration protein formulations directly in their primary containers, providing valuable insights for drug development and quality assessment.
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Affiliation(s)
- Jing Song
- Analytical Research and Development, Merck & Co., Inc, Rahway, NJ, USA
| | - Marc Taraban
- University of Maryland School of Pharmacy and Institute for Bioscience and Biotechnology Research, Rockville, MD, USA
| | - Y. Bruce Yu
- University of Maryland School of Pharmacy and Institute for Bioscience and Biotechnology Research, Rockville, MD, USA
| | - Lynn Lu
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc, Rahway, NJ, USA
| | - Pallavi Guha Biswas
- University of Maryland School of Pharmacy and Institute for Bioscience and Biotechnology Research, Rockville, MD, USA
| | - Wei Xu
- Analytical Research and Development, Merck & Co., Inc, Rahway, NJ, USA
| | - Hanmi Xi
- Analytical Research and Development, Merck & Co., Inc, Rahway, NJ, USA
| | - Akhilesh Bhambhani
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc, Rahway, NJ, USA
| | - Guangli Hu
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc, Rahway, NJ, USA
| | - Yongchao Su
- Analytical Research and Development, Merck & Co., Inc, Rahway, NJ, USA
- Pharmaceutical Sciences and Clinical Supply, Merck & Co., Inc, Rahway, NJ, USA
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11
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Erfani A, Schieferstein JM, Reichert P, Narasimhan CN, Pastuskovas C, Parab V, Simmons D, Yang X, Shanker A, Hammond P, Doyle PS. Crystalline Antibody-Laden Alginate Particles: A Platform for Enabling High Concentration Subcutaneous Delivery of Antibodies. Adv Healthc Mater 2023; 12:e2202370. [PMID: 36745878 PMCID: PMC11469019 DOI: 10.1002/adhm.202202370] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 01/30/2023] [Indexed: 02/08/2023]
Abstract
Subcutaneous (SC) administration is a desired route for monoclonal antibodies (mAbs). However, formulating mAbs for small injection volumes at high concentrations with suitable stability and injectability is a significant challenge. Here, this work presents a platform technology that combines the stability of crystalline antibodies with injectability and tunability of soft hydrogel particles. Composite alginate hydrogel particles are generated via a gentle centrifugal encapsulation process which avoids use of chemical reactions or an external organic phase. Crystalline suspension of anti-programmed cell death protein 1 (PD-1) antibody (pembrolizumab) is utilized as a model therapeutic antibody. Crystalline forms of the mAb encapsuled in the hydrogel particles lead to stable, high concentration, and injectable formulations. Formulation concentrations as high as 315 mg mL-1 antibody are achieved with encapsulation efficiencies in the range of 89-97%, with no perceivable increase in the number of antibody aggregates. Bioanalytical studies confirm superior maintained quality of the antibody in comparison with formulation approaches involving organic phases and chemical reactions. This work illustrates tuning the alginate particles' disintegration by using partially oxide alginates. Crystalline mAb-laden particles are evaluated for their biocompatibility using cell-based in vitro assays. Furthermore, the pharmacokinetics (PK) of the subcutaneously delivered human anti-PD-1 mAb in crystalline antibody-laden alginate hydrogel particles in Wistar rats is evaluated.
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Affiliation(s)
- Amir Erfani
- Department of Chemical EngineeringMassachusetts Institute of TechnologyCambridgeMA02142USA
| | | | | | | | | | | | | | - Xiaoyu Yang
- Merck Research LaboratoriesKenilworthNJ07033USA
| | - Apoorv Shanker
- Department of Chemical EngineeringMassachusetts Institute of TechnologyCambridgeMA02142USA
- Koch Institute for Integrative Cancer ResearchMassachusetts Institute of TechnologyCambridgeMA02139USA
| | - Paula Hammond
- Department of Chemical EngineeringMassachusetts Institute of TechnologyCambridgeMA02142USA
- Koch Institute for Integrative Cancer ResearchMassachusetts Institute of TechnologyCambridgeMA02139USA
| | - Patrick S. Doyle
- Department of Chemical EngineeringMassachusetts Institute of TechnologyCambridgeMA02142USA
- Harvard Medical School Initiative for RNA MedicineBostonMA02215USA
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12
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Pujahari SR, Mali PS, Purusottam RN, Kumar A. Combined Liquid-State and Solid-State Nuclear Magnetic Resonance at Natural Abundance for Comparative Higher Order Structure Assessment in the Formulated-State of Biphasic Biopharmaceutics. Anal Chem 2023. [PMID: 37154614 DOI: 10.1021/acs.analchem.2c05485] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
A higher-order structure (HOS) is critical to a biopharmaceutical drug as the three-dimensional structure governs its function. Even the partial perturbation in the HOS of the drug can alter the biological efficiency and efficacy. Due to current limitations in analytical technologies, it is imperative to develop a protocol to characterize the HOS of biopharmaceuticals in the native formulated state. This becomes even more challenging for the suspension formulations where solution and solid phases co-exist. Here, we have used a combinatorial approach using liquid (1D 1H) and solid-state (13C CP MAS) NMR methodology to demonstrate the HOS in the biphasic microcrystalline suspension drug in its formulated state. The data were further assessed by principal component analysis and Mahalanobis distance (DM) calculation for quantitative assessment. This approach is sufficient to provide information regarding the protein HOS and the local dynamics of the molecule when combined with orthogonal techniques such as X-ray scattering. Our method can be an elegant tool to investigate batch-to-batch variation in the process of manufacture and storage as well as a biosimilarity comparison study for biphasic/microcrystalline suspension.
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Affiliation(s)
| | - Pramod S Mali
- Department of Biosciences and Bioengineering, IIT Bombay, Powai, Mumbai 400076, India
| | - Rudra N Purusottam
- Department of Biosciences and Bioengineering, IIT Bombay, Powai, Mumbai 400076, India
| | - Ashutosh Kumar
- Department of Biosciences and Bioengineering, IIT Bombay, Powai, Mumbai 400076, India
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13
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Perodeau J, Arbogast LW, Nieuwkoop AJ. Solid-State NMR Characterization of Lyophilized Formulations of Monoclonal Antibody Therapeutics. Mol Pharm 2023; 20:1480-1489. [PMID: 36702622 DOI: 10.1021/acs.molpharmaceut.2c00676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Monoclonal antibodies (mAbs) are an important and growing class of biotherapeutic drugs. Method development for the characterization of critical quality attributes, including higher-order structure (HOS), of mAbs remains an area of active inquiry. Recently, solution-state nuclear magnetic resonance (NMR) spectroscopy has received increased attention and is a means for reliable, high-resolution HOS characterization of aqueous-based preparations of mAbs. While mAbs are predominantly formulated in solution, up to 20% are prepared as solid amorphous powders and techniques for the robust characterization of HOS in the solid state remain limited. We propose here the use of solid-state NMR (ssNMR) fingerprinting to inform directly on the HOS of solid preparations of mAbs. Using lyophilized samples of the NISTmAb reference material prepared with different formulation conditions, we demonstrate that 1H-13C cross-polarization (hC-CP) buildup spectral series at natural isotopic abundance mAb samples are sensitive to differences in formulation. We also demonstrate that principal component analysis (PCA) can be used to differentiate the samples from one another in a user-independent manner while also highlighting areas where expert analysis can provide structural details about important molecular interactions in solid-phase protein formulations. Results from this study contribute to establishing the foundation for the use of ssNMR for HOS characterization of solid-phase biotherapeutics.
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Affiliation(s)
- Jacqueline Perodeau
- Department of Chemistry and Chemical Biology, Rutgers University, Piscataway, New Jersey08854, United States
| | - Luke W Arbogast
- Institute for Bioscience and Biotechnology Research, National Institute of Standards and Technology, Rockville, Maryland20850, United States
| | - Andrew J Nieuwkoop
- Department of Chemistry and Chemical Biology, Rutgers University, Piscataway, New Jersey08854, United States
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14
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Li M, Falk BT, Lu X, Schroder R, Mccoy M, Xu W, Yin DH, Gindy ME, D'Addio SM, Su Y. Molecular Mechanism of Antimicrobial Excipient-Induced Aggregation in Parenteral Formulations of Peptide Therapeutics. Mol Pharm 2022; 19:3267-3278. [PMID: 35917158 DOI: 10.1021/acs.molpharmaceut.2c00449] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Antimicrobial preservatives are used as functional excipients in multidose formulations of biological therapeutics to destroy or inhibit the growth of microbial contaminants, which may be introduced by repeatedly administering doses. Antimicrobial agents can also induce the biophysical instability of proteins and peptides, which presents a challenge in optimizing the drug product formulation. Elucidating the structural basis for aggregation aids in understanding the underlying mechanism and can offer valuable knowledge and rationale for designing drug substances and drug products; however, this remains largely unexplored due to the lack of high-resolution characterization. In this work, we utilize solution nuclear magnetic resonance (NMR) as an advanced biophysical tool to study an acylated 31-residue peptide, acyl-peptide A, and its interaction with commonly used antimicrobial agents, benzyl alcohol and m-cresol. Our results suggest that acyl-peptide A forms soluble octamers in the aqueous solution, which tumble slowly due to an increased molecular weight as measured by diffusion ordered spectroscopy and 1H relaxation measurement. The addition of benzyl alcohol does not induce aggregation of acyl-peptide A and has no chemical shift perturbation in 1H-1H NOESY spectra, suggesting no detectable interaction with the peptide. In contrast, the addition of 1% (w/v) m-cresol results in insoluble aggregates composed of 25% (w/w) peptides after a 24-hour incubation at room temperature as quantified by 1H NMR. Interestingly, 1H-13C heteronuclear single-quantum coherence and 1H-1H total correlation experiment spectroscopy have identified m-cresol and peptide interactions at specific residues, including Met, Lys, Glu, and Gln, suggesting that there may be a combination of hydrophobic, hydrogen bonding, and electrostatic interactions with m-cresol driving this phenomenon. These site-specific interactions have promoted the formation of higher-order oligomerization such as dimers and trimers of octamers, eventually resulting in insoluble aggregates. Our study has elucidated a structural basis of m-cresol-induced self-association that can inform the optimized design of drug substances and products. Moreover, it has demonstrated solution NMR as a high-resolution tool to investigate the structure and dynamics of biological drug products and provide an understanding of excipient-induced peptide and protein aggregation.
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Affiliation(s)
- Mingyue Li
- Analytical Research & Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Bradley T Falk
- Computational and Structural Chemistry, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Xingyu Lu
- Analytical Research & Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Ryan Schroder
- Analytical Research & Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Mark Mccoy
- Computational and Structural Chemistry, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Wei Xu
- Analytical Research & Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Daniel H Yin
- Pharmaceutical Sciences, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Marian E Gindy
- Small Molecule Science and Technology, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Suzanne M D'Addio
- Pharmaceutical Sciences, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Yongchao Su
- Analytical Research & Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
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