1
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Lv JY, Ingle RG, Wu H, Liu C, Fang WJ. Histidine as a versatile excipient in the protein-based biopharmaceutical formulations. Int J Pharm 2024; 662:124472. [PMID: 39013532 DOI: 10.1016/j.ijpharm.2024.124472] [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: 02/17/2024] [Revised: 07/03/2024] [Accepted: 07/12/2024] [Indexed: 07/18/2024]
Abstract
Adequate stabilization is essential for marketed protein-based biopharmaceutical formulations to withstand the various stresses that can be exerted during the pre- and post-manufacturing processes. Therefore, a suitable choice of excipient is a significant step in the manufacturing of such delicate products. Histidine, an essential amino acid, has been extensively used in protein-based biopharmaceutical formulations. The physicochemical properties of histidine are unique among amino acids and could afford multifaceted benefits to protein-based biopharmaceutical formulations. With a pKa of approximately 6.0 at the side chain, histidine has been primarily used as a buffering agent, especially for pH 5.5-6.5. Additionally, histidine exhibited several affirmative properties similar to those of carbohydrates (e.g., sucrose and trehalose) and could therefore be considered to be an alternative approach to established protein-based formulation strategies. The current review describes the general physicochemical properties of histidine, lists all commercial histidine-containing protein-based biopharmaceutical products, and discusses a brief outline of the existing research focused on the versatile applications of histidine, which can act as a buffering agent, stabilizer, cryo-/lyo-protectant, antioxidant, viscosity reducer, and solubilizing agent. The interaction between histidine and proteins in protein-based biopharmaceutical formulations, such as the Donnan effect during diafiltration of monoclonal antibody solutions and the degradation of polysorbates in histidine buffer, has also been discussed. As the first review of histidine in protein biopharmaceuticals, it helps to deepen our understanding of the opportunities and challenges associated with histidine as an excipient for protein-based biopharmaceutical formulations.
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Affiliation(s)
- Jia-Yi Lv
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China; Taizhou Institute of Zhejiang University, Taizhou, Zhejiang 317000, China; School of Pharmaceutical Sciences, Xiamen University, 4221 Xiang'an South Road, Xiamen, Fujian 361102, China
| | - Rahul G Ingle
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China; Datta Meghe College of Pharmacy, Datta Meghe Institute of Higher Education & Research (Deemed to University), Sawangi, Wardha, India
| | - Hao Wu
- School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, Shenyang, Liaoning 110016, China
| | - Cuihua Liu
- Bio-Thera Solutions, Ltd, Guangzhou, Guangdong 510530, China
| | - Wei-Jie Fang
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China; Taizhou Institute of Zhejiang University, Taizhou, Zhejiang 317000, China; Innovation Center of Translational Pharmacy, Jinhua Institute of Zhejiang University, Jinhua, 321000, China; Hangzhou Institute of Innovative Medicine, Zhejiang University, Hangzhou, 310016, China.
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2
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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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3
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Ma S, Ma Y. A sustainable strategy for biosynthesis of Rebaudioside D using a novel glycosyltransferase of Solanum tuberosum. Biotechnol J 2024; 19:e2300628. [PMID: 38403450 DOI: 10.1002/biot.202300628] [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: 11/13/2023] [Revised: 01/07/2024] [Accepted: 01/19/2024] [Indexed: 02/27/2024]
Abstract
Bioconversion of Rebaudioside D faces high-cost obstacles. Herein, a novel glycosyltransferase StUGT converting Rebaudioside A to Rebaudioside D was screened and characterized, which exhibits stronger affinity and substrate specificity for Rebaudioside A than previously reported enzymes. A whole-cell catalytic system was thus developed using the StUGT strain. The production of Rebaudioside D was enhanced significantly by enhancing cell permeability, and the maximum production of 6.12 g/L and the highest yield of 98.08% by cell catalyst was obtained by statistical-based optimization. A new cascade process utilizing this recombinant strain and E. coli expressing sucrose synthase was further established to reduce cost through replacing expensive UDPG with sucrose. A StUGT-GsSUS1 system exhibited high catalytic capability, and 5.27 g L-1 Rebaudioside D was achieved finally without UDPG addition by systematic optimization. This is the best performance reported in cell-cascaded biosynthesis, which paves a new cost-effective strategy for sustainable synthesis of scarce premium sweeteners from biomass.
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Affiliation(s)
- Siyuan Ma
- Department of Biochemistry, School of Chemical Engineering and Technology, Tianjin University, Tianjin, China
| | - Yuanyuan Ma
- Department of Biochemistry, School of Chemical Engineering and Technology, Tianjin University, Tianjin, China
- School of Marine Science and Technology, Tianjin University, Tianjin, China
- Biomass Conversion Laboratory, Tianjin R&D Center for Petrochemical Technology, Tianjin University, Tianjin, China
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4
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Sampathkumar K, Kerwin BA. Roadmap for Drug Product Development and Manufacturing of Biologics. J Pharm Sci 2024; 113:314-331. [PMID: 37944666 DOI: 10.1016/j.xphs.2023.11.004] [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: 09/13/2023] [Revised: 11/04/2023] [Accepted: 11/04/2023] [Indexed: 11/12/2023]
Abstract
Therapeutic biology encompasses different modalities, and their manufacturing processes may be vastly different. However, there are many similarities that run across the different modalities during the drug product (DP) development process and manufacturing. Similarities include the need for Quality Target Product Profile (QTTP), analytical development, formulation development, container/closure studies, drug product process development, manufacturing and technical requirements set out by numerous regulatory documents such as the FDA, EMA, and ICH for pharmaceuticals for human use and other country specific requirements. While there is a plethora of knowledge on studies needed for development of a drug product, there is no specific guidance set out in a phase dependent manner delineating what studies should be completed in alignment with the different phases of clinical development from pre-clinical through commercialization. Because of this reason, we assembled a high-level drug product development and manufacturing roadmap. The roadmap is applicable across the different modalities with the intention of providing a unified framework from early phase development to commercialization of biologic drug products.
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Affiliation(s)
- Krishnan Sampathkumar
- SSK Biosolutions LLC, 14022 Welland Terrace, North Potomac, MD 20878, USA; Currently at Invetx, Inc., One Boston Place, Suite 3930, 201 Washington Street, Boston, MA 02108, USA
| | - Bruce A Kerwin
- Kerwin BioPharma Consulting LLC, 14138 Farmview Ln NE, Bainbridge Island, WA 98110, USA; Coriolis Scientific Advisory Board, Coriolis Pharma, Fraunhoferstr. 18 b, 82152 Martinsried, Germany.
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5
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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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6
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Vitharana S, Stillahn JM, Katayama DS, Henry CS, Manning MC. Application of Formulation Principles to Stability Issues Encountered During Processing, Manufacturing, and Storage of Drug Substance and Drug Product Protein Therapeutics. J Pharm Sci 2023; 112:2724-2751. [PMID: 37572779 DOI: 10.1016/j.xphs.2023.08.003] [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: 10/14/2022] [Revised: 07/24/2023] [Accepted: 08/07/2023] [Indexed: 08/14/2023]
Abstract
The field of formulation and stabilization of protein therapeutics has become rather extensive. However, most of the focus has been on stabilization of the final drug product. Yet, proteins experience stress and degradation through the manufacturing process, starting with fermentaition. This review describes how formulation principles can be applied to stabilize biopharmaceutical proteins during bioprocessing and manufacturing, considering each unit operation involved in prepration of the drug substance. In addition, the impact of the container on stabilty is discussed as well.
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Affiliation(s)
| | - Joshua M Stillahn
- Legacy BioDesign LLC, Johnstown, CO 80534, USA; Department of Chemistry, Colorado State University, Fort Collins, CO 80523, USA
| | | | - Charles S Henry
- Department of Chemistry, Colorado State University, Fort Collins, CO 80523, USA
| | - Mark Cornell Manning
- Legacy BioDesign LLC, Johnstown, CO 80534, USA; Department of Chemistry, Colorado State University, Fort Collins, CO 80523, USA.
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7
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Herman CE, Min L, Choe LH, Maurer RW, Xu X, Ghose S, Lee KH, Lenhoff AM. Behavior of host-cell-protein-rich aggregates in antibody capture and polishing chromatography. J Chromatogr A 2023; 1702:464081. [PMID: 37244165 PMCID: PMC10299761 DOI: 10.1016/j.chroma.2023.464081] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 05/15/2023] [Accepted: 05/16/2023] [Indexed: 05/29/2023]
Abstract
Recent work has shown that aggregates in monoclonal antibody (mAb) solutions may be made up not just of mAb oligomers but can also harbor hundreds of host-cell proteins (HCPs), suggesting that aggregate persistence through downstream purification operations may be related to HCP clearance. We have examined this in a primary analysis of aggregate persistence through processing steps that are typically implemented for HCP reduction, demonstrating that the phenomenon is relevant to depth filtration, protein A chromatography and flow-through anion-exchange (AEX) polishing. Confocal laser scanning microscopy observations show that aggregates compete with the mAb to adsorb specifically in protein A chromatography and that this competitive interaction is integral to the efficacy of protein A washes. Column chromatography reveals that the protein A elution tail can have a relatively high concentration of aggregates, which corroborates analogous observations from recent HCP studies. Similar measurements in flow-through AEX chromatography show that relatively large aggregates that harbor HCPs and that persist into the protein A eluate can be retained to an extent that appears to depend primarily on the resin surface chemistry. The total aggregate mass fraction of both protein A eluate pools (∼ 2.4 - 3.6%) and AEX flow-through fractions (∼ 1.5 - 3.2%) correlates generally with HCP concentrations measured using enzyme-linked immunosorbent assay (ELISA) as well as the number of HCPs that may be identified in proteomic analysis. This suggests that quantification of the aggregate mass fraction may serve as a convenient albeit imperfect surrogate for informing early process development decisions regarding HCP clearance strategies.
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Affiliation(s)
- Chase E Herman
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE 19716, USA
| | - Lie Min
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE 19716, USA
| | - Leila H Choe
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE 19716, USA
| | - Ronald W Maurer
- Biologics Development, Bristol Myers Squibb, Devens, MA 01434, USA
| | - Xuankuo Xu
- Biologics Development, Bristol Myers Squibb, Devens, MA 01434, USA
| | - Sanchayita Ghose
- Biologics Development, Bristol Myers Squibb, Devens, MA 01434, USA
| | - Kelvin H Lee
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE 19716, USA
| | - Abraham M Lenhoff
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE 19716, USA.
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8
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Agrawal P, Wilkstein K, Guinn E, Mason M, Serrano Martinez CI, Saylae J. A Review of Tangential Flow Filtration: Process Development and Applications in the Pharmaceutical Industry. Org Process Res Dev 2023. [DOI: 10.1021/acs.oprd.2c00291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023]
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9
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Desai PG, Garidel P, Gbormittah FO, Kamen DE, Mills BJ, Narasimhan CN, Singh S, Stokes ESE, Walsh ER. An Intercompany Perspective on Practical Experiences of Predicting, Optimizing and Analyzing High Concentration Biologic Therapeutic Formulations. J Pharm Sci 2023; 112:359-369. [PMID: 36442683 DOI: 10.1016/j.xphs.2022.11.020] [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: 09/02/2022] [Revised: 11/18/2022] [Accepted: 11/18/2022] [Indexed: 11/27/2022]
Abstract
Developing high-dose biologic drugs for subcutaneous injection often requires high-concentration formulations and optimizing viscosity, solubility, and stability while overcoming analytical, manufacturing, and administration challenges. To understand industry approaches for developing high-concentration formulations, the Formulation Workstream of the BioPhorum Development Group, an industry-wide consortium, conducted an inter-company collaborative exercise which included several surveys. This collaboration provided an industry perspective, experience, and insight into the practicalities for developing high-concentration biologics. To understand solubility and viscosity, companies desire predictive tools, but experience indicates that these are not reliable and experimental strategies are best. Similarly, most companies prefer accelerated and stress stability studies to in-silico or biophysical-based prediction methods to assess aggregation. In addition, optimization of primary container-closure and devices are pursued to mitigate challenges associated with high viscosity of the formulation. Formulation strategies including excipient selection and application of studies at low concentration to high-concentration formulations are reported. Finally, analytical approaches to high concentration formulations are presented. The survey suggests that although prediction of viscosity, solubility, and long-term stability is desirable, the outcome can be inconsistent and molecule dependent. Significant experimental studies are required to confirm robust product definition as modeling at low protein concentrations will not necessarily extrapolate to high concentration formulations.
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Affiliation(s)
- Preeti G Desai
- Bristol Myers Squibb, Sterile Product Development, 556 Morris Avenue, Summit, NJ 07901, USA
| | - Patrick Garidel
- Boehringer Ingelheim Pharma GmbH Co KG, Innovation Unit, PDB-TIP, 88397 Biberach an der Riss, Germany
| | - Francisca O Gbormittah
- GlaxoSmithKline, Strategic External Development, 1000 Winter Street North, Waltham, MA 02451, USA
| | - Douglas E Kamen
- Regeneron Pharmaceuticals Inc., Formulation Development, 777 Old Saw Mill River Road, Tarrytown, NY 10591, USA
| | - Brittney J Mills
- AbbVie, NBE Drug Product Development, 1 N Waukegan Road, North Chicago, IL 60064, USA
| | | | - Shubhadra Singh
- GlaxoSmithKline R&D, Biopharmaceutical Product Sciences, Collegeville, PA 19426, USA
| | - Elaine S E Stokes
- BioPhorum, The Gridiron Building, 1 Pancras Square, London N1C 4AG UK.
| | - Erika R Walsh
- Merck & Co., Inc., Sterile and Specialty Products, Rahway, NJ, USA
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10
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Rolinger L, Hubbuch J, Rüdt M. Monitoring of ultra- and diafiltration processes by Kalman-filtered Raman measurements. Anal Bioanal Chem 2023; 415:841-854. [PMID: 36651972 PMCID: PMC9883314 DOI: 10.1007/s00216-022-04477-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 11/24/2022] [Accepted: 12/07/2022] [Indexed: 01/19/2023]
Abstract
Monitoring the protein concentration and buffer composition during the Ultrafiltration/Diafiltration (UF/DF) step enables the further automation of biopharmaceutical production and supports Real-time Release Testing (RTRT). Previously, in-line Ultraviolet (UV) and Infrared (IR) measurements have been used to successfully monitor the protein concentration over a large range. The progress of the diafiltration step has been monitored with density measurements and Infrared Spectroscopy (IR). Raman spectroscopy is capable of measuring both the protein and excipient concentration while being more robust and suitable for production measurements in comparison to Infrared Spectroscopy (IR). Regardless of the spectroscopic sensor used, the low concentration of excipients poses a challenge for the sensors. By combining sensor measurements with a semi-mechanistic model through an Extended Kalman Filter (EKF), the sensitivity to determine the progress of the diafiltration can be improved. In this study, Raman measurements are combined with an EKF for three case studies. The advantages of Kalman-filtered Raman measurements for excipient monitoring are shown in comparison to density measurements. Furthermore, Raman measurements showed a higher measurement speed in comparison to Variable Pathlength (VP) UV measurement at the trade-off of a slightly worse prediction accuracy for the protein concentration. However, the Raman-based protein concentration measurements relied mostly on an increase in the background signal during the process and not on proteinaceous features, which could pose a challenge due to the potential influence of batch variability on the background signal. Overall, the combination of Raman spectroscopy and EKF is a promising tool for monitoring the UF/DF step and enables process automation by using adaptive process control.
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Affiliation(s)
- Laura Rolinger
- Institute of Engineering in Life Sciences, Section IV: Biomolecular Separation Engineering, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
- Hoffmann-La Roche AG, Basel, Switzerland
| | - Jürgen Hubbuch
- Institute of Engineering in Life Sciences, Section IV: Biomolecular Separation Engineering, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
| | - Matthias Rüdt
- Institute of Engineering in Life Sciences, Section IV: Biomolecular Separation Engineering, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany.
- Haute Ecole d'Ingénierie (HEI), HES-SO Valais-Wallis, Rue de l'industrie 19, Sion, Switzerland.
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11
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Furcht C, VanSeveren M, Holstein M, Feroz H, Ghose S. Use of Monte Carlo simulations for improved facility fit planning in downstream biomanufacturing and technology transfer. Biotechnol Prog 2023; 39:e3306. [PMID: 36264017 DOI: 10.1002/btpr.3306] [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: 08/09/2022] [Revised: 10/05/2022] [Accepted: 10/17/2022] [Indexed: 11/10/2022]
Abstract
Biologics manufacturing is capital and consumable intensive with need for advanced inventory planning to account for supply chain constraints. Early-stage process design and technology transfer are often challenging due to limited information on process variability regarding bioreactor titer, process yield, and product quality. Monte Carlo (MC) methods offer a stochastic modeling approach for process optimization where probabilities of occurrence for process inputs are incorporated into a deterministic model to simulate more likely scenarios for process outputs. In this study, we explore MC simulation-based design of a monoclonal antibody downstream manufacturing process. We demonstrate that this probabilistic approach offers more representative outcomes over the conventional worst-case approach where the theoretical minimum and maximum values of each process parameter are used without consideration for their probability of occurrence. Our work demonstrates case studies on more practically sizing unit operations to improve consumable utilization, thereby reducing manufacturing costs. We also used MC simulations to minimize process cadence by constraining the number of cycles per unit operation to fit facility preferences. By factoring in process uncertainty, we have implemented MC simulation-based facility fit analyses to efficiently plan for inventory when accounting for process constraints during technology transfer from lab-scale to clinical or commercial manufacturing.
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Affiliation(s)
- Christopher Furcht
- Biologics Process Development, Bristol Myers Squibb Company, Summit, New Jersey, USA
| | - Michael VanSeveren
- Biologics Process Development, Bristol Myers Squibb Company, Devens, Massachusetts, USA
| | - Melissa Holstein
- Biologics Process Development, Bristol Myers Squibb Company, Devens, Massachusetts, USA
| | - Hasin Feroz
- Biologics Process Development, Bristol Myers Squibb Company, Devens, Massachusetts, USA
| | - Sanchayita Ghose
- Biologics Process Development, Bristol Myers Squibb Company, Devens, Massachusetts, USA
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12
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Desai M, Kundu A, Hageman M, Lou H, Boisvert D. Monoclonal antibody and protein therapeutic formulations for subcutaneous delivery: high-concentration, low-volume vs. low-concentration, high-volume. MAbs 2023; 15:2285277. [PMID: 38013454 DOI: 10.1080/19420862.2023.2285277] [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: 10/05/2023] [Accepted: 11/15/2023] [Indexed: 11/29/2023] Open
Abstract
Biologic drugs are used to treat a variety of cancers and chronic diseases. While most of these treatments are administered intravenously by trained healthcare professionals, a noticeable trend has emerged favoring subcutaneous (SC) administration. SC administration of biologics poses several challenges. Biologic drugs often require higher doses for optimal efficacy, surpassing the low volume capacity of traditional SC delivery methods like autoinjectors. Consequently, high concentrations of active ingredients are needed, creating time-consuming formulation obstacles. Alternatives to traditional SC delivery systems are therefore needed to support higher-volume biologic formulations and to reduce development time and other risks associated with high-concentration biologic formulations. Here, we outline key considerations for SC biologic drug formulations and delivery and explore a paradigm shift: the flexibility afforded by low-to-moderate-concentration drugs in high-volume formulations as an alternative to the traditionally difficult approach of high-concentration, low-volume SC formulation delivery.
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Affiliation(s)
- M Desai
- Medical Affairs, Enable Injections, Inc, Cincinnati, OH, USA
| | - A Kundu
- Manufacturing Sciences, Takeda Pharmaceuticals, Brooklyn Park, MN, USA
| | - M Hageman
- Department of Pharmaceutical Chemistry, The University of Kansas, Lawrence, KS, USA
| | - H Lou
- Biopharmaceutical Innovation & Optimization Center, The University of Kansas, Lawrence, KS, USA
| | - D Boisvert
- Independent Chemistry Manufacturing & Controls (CMC) Consultant, El Cerrito, CA, USA
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13
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Farzan M, Ross A, Müller C, Allmendinger A. Liquid crystal phase formation and non-Newtonian behavior of oligonucleotide formulations. Eur J Pharm Biopharm 2022; 181:270-281. [PMID: 36435312 DOI: 10.1016/j.ejpb.2022.11.021] [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: 09/26/2022] [Revised: 11/16/2022] [Accepted: 11/19/2022] [Indexed: 11/26/2022]
Abstract
Viscosity behavior of liquid oligonucleotide therapeutics and its dependence on formulation properties has been poorly studied to date. We observed a high increase in viscosity and solidification of therapeutic oligonucleotide formulations with increasing oligonucleotide concentration creating challenges during drug product manufacturing. In this study, we characterized the viscosity behavior of three different single strand DNA oligonucleotides based on oligonucleotide concentration and formulation composition. We subsequently studied the underlying mechanism for increased viscosity at higher oligonucleotide concentrations by dynamic light scattering (DLS), 1H nuclear magnetic resonance (NMR), differential scanning calorimetry (DSC), and polarized light microscopy. Viscosity was highly dependent on formulation composition, oligonucleotide sequence, and concentration, and especially dependent on the presence and combination of different individual ions, such as the presence of sodium chloride in the formulation. In samples with elevated viscosity, the viscosity behavior was characterized by non-Newtonian, shear-thinning flow behavior. We further studied these samples by DLS and 1H NMR, which revealed the presence of supra-molecular assemblies, and further characterization by polarized light and DSC characterized these assemblies as liquid crystals in the formulation. The present study links the macroscopic viscosity behavior of oligonucleotide formulations to the formation of supra-molecular assemblies and to the presence of liquid crystals, and highlights the importance of formulation composition selection for these therapeutics.
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Affiliation(s)
- Maryam Farzan
- Pharmaceutical Development & Supplies, Pharmaceutical Technical Development Biologics Europe, F. Hoffmann-La Roche, Grenzacherstr. 124, 4070 Basel, Switzerland.
| | - Alfred Ross
- Pharmaceutical Research and Early Development, F. Hoffmann-La Roche, Grenzacherstr. 124, 4070 Basel, Switzerland
| | - Claudia Müller
- Pharmaceutical Development & Supplies, Pharmaceutical Technical Development Biologics Europe, F. Hoffmann-La Roche, Grenzacherstr. 124, 4070 Basel, Switzerland
| | - Andrea Allmendinger
- Pharmaceutical Development & Supplies, Pharmaceutical Technical Development Biologics Europe, F. Hoffmann-La Roche, Grenzacherstr. 124, 4070 Basel, Switzerland; Pharmaceutical Technology and Biopharmacy, University of Freiburg, Sonnenstr. 5, 79104 Freiburg, Germany.
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14
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Whitaker N, Pace SE, Merritt K, Tadros M, Khossravi M, Deshmukh S, Cheng Y, Joshi SB, Volkin DB, Dhar P. Developability Assessments of Monoclonal Antibody Candidates to Minimize Aggregation During Large-Scale Ultrafiltration and Diafiltration (UF-DF) Processing. J Pharm Sci 2022; 111:2998-3008. [PMID: 35940242 DOI: 10.1016/j.xphs.2022.08.001] [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: 03/11/2022] [Revised: 08/02/2022] [Accepted: 08/02/2022] [Indexed: 12/14/2022]
Abstract
Therapeutic proteins are subjected to a variety of stresses during manufacturing, storage or administration, that often lead to undesired protein aggregation and particle formation. Ultrafiltration-diafiltration (UF-DF) processing of monoclonal antibodies (mAbs) is one such manufacturing step that has been shown to result in such physical degradation. In this work, we explore the use of different analytical techniques and lab-scale setups as methodologies to predict and rank-order the aggregation potential of four different mAbs during large-scale UF-DF processing. In the first part of the study, a suite of biophysical techniques was applied to assess differences in their inherent bulk protein properties including conformational and colloidal stability in a PBS buffer. Additionally, the inherent interfacial properties of these mAbs in PBS were measured using a Langmuir trough technique. In the next part of the study, several different scale-down lab models were evaluated including a lab bench-scale UF-DF setup, mechanical stress (shaking/stirring) studies in vials, and application of interfacial dilatational stress using a Langmuir trough to assess protein particle formation in different UF-DF processing buffers. Taken together, our results demonstrate the ability of a Langmuir-trough methodology to accurately predict the mAb instability profile observed during large scale UF-DF processing.
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Affiliation(s)
- Neal Whitaker
- Department of Pharmaceutical Chemistry, Vaccine Analytics and Formulation Center, University of Kansas, 2030 Becker Drive, Lawrence, KS 66047, USA
| | - Samantha E Pace
- Department of Pharmaceutical Chemistry, Vaccine Analytics and Formulation Center, University of Kansas, 2030 Becker Drive, Lawrence, KS 66047, USA; Department of Discovery Pharmaceutics, Bristol-Myers Squibb, Inc., 3551 Lawrenceville Road, Lawrence Township, NJ, 08648, USA
| | - Kimberly Merritt
- Bioengineering Program, School of Engineering, The University of Kansas, 1530 W 15(th) Street, Lawrence, KS 66045, USA
| | - Madeleine Tadros
- Department of Pharmaceutical Chemistry, Vaccine Analytics and Formulation Center, University of Kansas, 2030 Becker Drive, Lawrence, KS 66047, USA
| | - Mehrnaz Khossravi
- Department of Drug Product Development, Bristol-Myers Squibb, Inc., One Squibb Drive, New Brunswick, NJ, 08901, USA
| | - Smeet Deshmukh
- Department of Drug Product Development, Bristol-Myers Squibb, Inc., One Squibb Drive, New Brunswick, NJ, 08901, USA
| | - Yuan Cheng
- Department of Discovery Pharmaceutics, Bristol-Myers Squibb, Inc., 3551 Lawrenceville Road, Lawrence Township, NJ, 08648, USA
| | - Sangeeta B Joshi
- Department of Pharmaceutical Chemistry, Vaccine Analytics and Formulation Center, University of Kansas, 2030 Becker Drive, Lawrence, KS 66047, USA
| | - David B Volkin
- Department of Pharmaceutical Chemistry, Vaccine Analytics and Formulation Center, University of Kansas, 2030 Becker Drive, Lawrence, KS 66047, USA.
| | - Prajnaparamita Dhar
- Bioengineering Program, School of Engineering, The University of Kansas, 1530 W 15(th) Street, Lawrence, KS 66045, USA; Department of Chemical and Petroleum Engineering, The University of Kansas, 1530 W 15(th) Street, Lawrence, KS 66045, USA.
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15
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Kim SH, Yoo HJ, Park EJ, Lee W, Na DH. Impact of buffer concentration on the thermal stability of immunoglobulin G. JOURNAL OF PHARMACEUTICAL INVESTIGATION 2022. [DOI: 10.1007/s40005-022-00587-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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16
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Jiskoot W, Hawe A, Menzen T, Volkin DB, Crommelin DJA. Ongoing Challenges to Develop High Concentration Monoclonal Antibody-based Formulations for Subcutaneous Administration: Quo Vadis? J Pharm Sci 2021; 111:861-867. [PMID: 34813800 DOI: 10.1016/j.xphs.2021.11.008] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 11/12/2021] [Accepted: 11/12/2021] [Indexed: 11/26/2022]
Abstract
Although many subcutaneously (s.c.) delivered, high-concentration antibody formulations (HCAF) have received regulatory approval and are widely used commercially, formulation scientists are still presented with many ongoing challenges during HCAF development with new mAb and mAb-based candidates. Depending on the specific physicochemical and biological properties of a particular mAb-based molecule, such challenges vary from pharmaceutical attributes e.g., stability, viscosity, manufacturability, to clinical performance e.g., bioavailability, immunogenicity, and finally to patient experience e.g., preference for s.c. vs. intravenous delivery and/or preferred interactions with health-care professionals. This commentary focuses on one key formulation obstacle encountered during HCAF development: how to maximize the dose of the drug? We examine methodologies for increasing the protein concentration, increasing the volume delivered, or combining both approaches together. We discuss commonly encountered hurdles, i.e., physical protein instability and solution volume limitations, and we provide recommendations to formulation scientists to facilitate their development of s.c. administered HCAF with new mAb-based product candidates.
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Affiliation(s)
- W Jiskoot
- Coriolis Pharma Research GmbH, Fraunhoferstr. 18 b, 82152 Martinsried, Germany; Leiden Academic Center for Drug Research (LACDR), Leiden University, 2300 RA Leiden, the Netherlands
| | - Andrea Hawe
- Coriolis Pharma Research GmbH, Fraunhoferstr. 18 b, 82152 Martinsried, Germany
| | - Tim Menzen
- Coriolis Pharma Research GmbH, Fraunhoferstr. 18 b, 82152 Martinsried, Germany
| | - David B Volkin
- Department of Pharmaceutical Chemistry, Vaccine Analytics and Formulation Center, University of Kansas, Lawrence, KS 66047, USA
| | - Daan J A Crommelin
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, 3584 CG Utrecht, the Netherlands.
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17
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West JM, Feroz H, Xu X, Puri N, Holstein M, Ghose S, Ding J, Li ZJ. Process analytical technology for on-line monitoring of quality attributes during single-use ultrafiltration/diafiltration. Biotechnol Bioeng 2021; 118:2293-2300. [PMID: 33666234 DOI: 10.1002/bit.27741] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 02/03/2021] [Accepted: 02/22/2021] [Indexed: 12/18/2022]
Abstract
Process analytical technology (PAT) is a fast-growing field within bioprocessing that enables innovation in biological drug manufacturing. This study demonstrates novel PAT methods for monitoring multiple quality attributes simultaneously during the ultrafiltration and diafiltration (UF/DF) process operation, the final step of monoclonal antibody (mAb) purification. Size exclusion chromatography (SEC) methods were developed to measure excipients arginine, histidine, and high molecular weight (HMW) species using a liquid chromatography (LC) system with autosampler for both on-line and at-line PAT modes. The methods were applied in UF/DF studies for the comparison of single-use tangential flow filtration (TFF) cassettes to standard reusable cassettes to achieve very high concentration mAb drug substance (DS) in the order of 100-200 g/L. These case studies demonstrated that single-use TFF cassettes are a functionally equivalent, low-cost alternative to standard reusable cassettes, and that the on-line PAT measurement of purity and excipient concentration was comparable to orthogonal offline methods. These PAT applications using an on-line LC system equipped with onboard sample dilution can become a platform system for monitoring of multiple attributes over a wide dynamic range, a potentially valuable tool for biological drug development and manufacturing.
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Affiliation(s)
- Jay M West
- Biologics Process Development, Bristol Myers Squibb, Devens, Massachusetts, USA
| | - Hasin Feroz
- Biologics Process Development, Bristol Myers Squibb, Devens, Massachusetts, USA
| | - Xia Xu
- Biologics Process Development, Bristol Myers Squibb, Devens, Massachusetts, USA
| | - Neha Puri
- Biologics Process Development, Bristol Myers Squibb, Devens, Massachusetts, USA
| | - Melissa Holstein
- Biologics Process Development, Bristol Myers Squibb, Devens, Massachusetts, USA
| | - Sanchayita Ghose
- Biologics Process Development, Bristol Myers Squibb, Devens, Massachusetts, USA
| | - Julia Ding
- Biologics Process Development, Bristol Myers Squibb, Devens, Massachusetts, USA
| | - Z J Li
- Biologics Process Development, Bristol Myers Squibb, Devens, Massachusetts, USA
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