651
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Correia-Pinto J, Csaba N, Alonso M. Vaccine delivery carriers: Insights and future perspectives. Int J Pharm 2013; 440:27-38. [DOI: 10.1016/j.ijpharm.2012.04.047] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2011] [Revised: 04/16/2012] [Accepted: 04/17/2012] [Indexed: 01/15/2023]
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652
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Jorgensen L, Groenning M, Roest N, Pinholt C, van de Weert M. The challenges in and importance of analysing protein structure and physical stability in complex formulations. J Drug Deliv Sci Technol 2013. [DOI: 10.1016/s1773-2247(13)50051-7] [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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653
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Characterization of critical reagents in ligand-binding assays: enabling robust bioanalytical methods and lifecycle management. Bioanalysis 2013; 5:227-44. [DOI: 10.4155/bio.12.304] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
The effective management of validated ligand-binding assays used for PK, PD and immunogenicity assessments of biotherapeutics is vital to ensuring robust and consistent assay performance throughout the lifetime of the method. The structural integrity and functional quality of critical reagents is often linked to ligand-binding assay performance; therefore, physicochemical and biophysical characterization coupled with assessment of assay performance can enable the highest degree of reagent quality. The implementation of a systematic characterization process for monitoring critical reagent attributes, utilizing detailed analytical techniques such as LC–MS, can expedite assay troubleshooting and identify deleterious trends. In addition, this minimizes the potential for costly delays in drug development due to reagent instability or batch-to-batch variability. This article provides our perspectives on a proactive critical reagent QC process. Case studies highlight the analytical techniques used to identify chemical and molecular factors and the interdependencies that can contribute to protein heterogeneity and integrity.
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654
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Esfandiary R, Hayes DB, Parupudi A, Casas‐finet J, Bai S, Samra HS, Shah AU, Sathish HA. A Systematic Multitechnique Approach for Detection and Characterization of Reversible Self-Association during Formulation Development of Therapeutic Antibodies. J Pharm Sci 2013; 102:62-72. [DOI: 10.1002/jps.23369] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2012] [Revised: 10/17/2012] [Accepted: 10/19/2012] [Indexed: 01/04/2023]
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655
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Shaking and stirring: Comparison of controlled laboratory stress conditions applied to the human growth hormone. Process Biochem 2013. [DOI: 10.1016/j.procbio.2012.11.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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656
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Yi L, Beckley N, Gikanga B, Zhang J, Wang YJ, Chih HW, Sharma VK. Isomerization of Asp-Asp motif in model peptides and a monoclonal antibody Fab fragment. J Pharm Sci 2012; 102:947-59. [PMID: 23280575 DOI: 10.1002/jps.23423] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2012] [Revised: 11/16/2012] [Accepted: 11/28/2012] [Indexed: 01/19/2023]
Abstract
Isomerization of aspartyl (Asp or D) residues is a critical degradation route to consider for stable monoclonal antibody formulations. Among the known hotspot sequences, the DD motif is relatively understudied. To gain mechanistic insights, we used model hexapeptides, YADXFK, YADDXK, and DIDDDM, as surrogates for the hotspots in a Fab protein (YADDFK and DIDDDM), to characterize the rate-pH profile of Asp isomerization. Compared with the YADGFK peptide, isomerization of D3 (the first D in the DD pair) in YADDFK was highly pH dependent. Comparison of rate-pH profiles of YADDFK, YADNFK, and YADHFK revealed a charge effect of the n + 1 residue-isomerization rate is accelerated by the positive side chain and reduced by negative side chain at n + 1 residue. Studies on YADDFK, YADDAK, and YADDGK indicated a mutual impact of D3 and D4 on their respective isomerization rates through charge effect. Comparison of rate-pH profile of DIDDDM sequence in peptide models with that in the complementary determining region of the Fab showed a faster rate in the Fab than in peptides, presumably because of contribution from structural factors in the former.
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Affiliation(s)
- Li Yi
- Early Stage Pharmaceutical Development, Genentech, South San Francisco, California 94080, USA.
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657
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Sharma S, Hinds LA. Formulation and delivery of vaccines: Ongoing challenges for animal management. JOURNAL OF PHARMACY AND BIOALLIED SCIENCES 2012; 4:258-66. [PMID: 23248557 PMCID: PMC3523519 DOI: 10.4103/0975-7406.103231] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2011] [Revised: 12/30/2011] [Accepted: 03/24/2012] [Indexed: 11/09/2022] Open
Abstract
Development of a commercially successful animal vaccine is not only influenced by various immunological factors, such as type of antigen but also by formulation and delivery aspects. The latter includes the need for a vector or specific delivery system, the choice of route of administration and the nature of the target animal population and their habitat. This review describes the formulation and delivery aspects of various types of antigens such as killed microorganisms, proteins and nucleic acids for the development of efficacious and safe animal vaccines. It also focuses on the challenges associated with the different approaches that might be required for formulating and delivering species specific vaccines, particularly if their intended use is for improved animal management with respect to disease and/or reproductive control.
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Affiliation(s)
- Sameer Sharma
- Commonwealth Scientific and Industrial Research Organisation, Division of Ecosystem Sciences, GPO Box 1700, Canberra, ACT 2601, Australia
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658
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Glover ZWK, Gennaro L, Yadav S, Demeule B, Wong PY, Sreedhara A. Compatibility and stability of pertuzumab and trastuzumab admixtures in i.v. infusion bags for coadministration. J Pharm Sci 2012; 102:794-812. [PMID: 23225178 DOI: 10.1002/jps.23403] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2012] [Revised: 10/31/2012] [Accepted: 11/08/2012] [Indexed: 01/11/2023]
Abstract
The physical/chemical stability and potential interactions after diluting two immunoglobulin G1 monoclonal antibodies (mAb), pertuzumab (Perjeta®) and trastuzumab (Herceptin®), in a single intravenous (i.v.) infusion bag containing 0.9% saline (NaCl) solution was evaluated. As commercial products, pertuzumab and trastuzumab are administered through i.v. infusion to patients sequentially, that is, one drug after the other. To increase convenience and minimize the in-clinic time for patients, the compatibility of coadministering pertuzumab (420 and 840 mg) mixed with either 420 or 720 mg trastuzumab, respectively, in a single 250 mL polyolefin or polyvinyl chloride i.v. bag stored for up to 24 h at 5°C or 30°C was determined. The controls (i.e., pertuzumab alone in an i.v. bag, trastuzumab alone in an i.v. bag) and the mAb mixture were assessed using color, appearance, and clarity, concentration and turbidity by ultraviolet spectroscopy, particulate analysis by light obscuration, size-exclusion chromatography, capillary electrophoresis-sodium dodecyl sulfate, analytical ultracentrifugation, and ion-exchange chromatography. Additionally, capillary zone electrophoresis, imaged capillary isoelectric focusing, and potency were utilized to measure the stability of the admixtures containing 1:1 mixtures of pertuzumab/trastuzumab and their respective controls (420 mg pertuzumab alone and 420 mg trastuzumab alone). No observable differences were detected by the above methods in the pertuzumab/trastuzumab mixtures stored up to 24 h at either 5°C or 30°C. The physicochemical methods as listed above were able to detect both molecules as well as the minor variants in the drug mixture, even though some overlap of mAb species were seen in the chromatograms and electropherograms. Furthermore, biophysical analysis also did not show any interactions between the two mAbs or any physical instability under these conditions. Additionally, the drug mixture tested by the pertuzumab-specific inhibition of cell proliferation bioassay showed comparable potency before and after storage. On the basis of these results, pertuzumab and trastuzumab admixture in a single i.v. bag is physically and chemically stable for up to 24 h at 5°C or 30°C and can be used for clinical administration.
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Affiliation(s)
- Zephania W Kwong Glover
- Late Stage Pharmaceutical Development, Genentech, Inc., South San Francisco, California 94080, USA
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659
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Jackson MA, Caputo N, Castle JR, David LL, Roberts CT, Ward WK. Stable liquid glucagon formulations for rescue treatment and bi-hormonal closed-loop pancreas. Curr Diab Rep 2012; 12:705-10. [PMID: 22972416 PMCID: PMC3970213 DOI: 10.1007/s11892-012-0320-5] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Small doses of glucagon given subcutaneously in the research setting by an automated system prevent most cases of hypoglycemia in persons with diabetes. However, glucagon is very unstable and cannot be kept in a portable pump. Glucagon rapidly forms amyloid fibrils, even within the first day after reconstitution. Aggregation eventually leads to insoluble gels, which occlude pump catheters. Fibrillation occurs rapidly at acid pH, but is absent or minimal at alkaline pH values of ~10. Glucagon also degrades over time; this problem is greater at alkaline pH. Several studies suggest that its primary degradative pathway is deamidation, which results in a conversion of asparagine to aspartic acid. A cell-based assay for glucagon bioactivity that assesses glucagon receptor (GluR) activation can screen promising glucagon formulations. However, mammalian hepatocytes are usually problematic as they can lose GluR expression during culture. Assays for cyclic AMP (cAMP) or its downstream effector, protein kinase A (PKA), in engineered cell systems, are more reliable and suitable for inexpensive, high-throughput assessment of bioactivity.
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Affiliation(s)
- Melanie A Jackson
- Oregon Health and Science University (OHSU), 3181 SW Sam Jackson Park Road, OP05DC, Portland, OR 97239, USA.
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660
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Wagner M, Reiche K, Blume A, Garidel P. The electrokinetic potential of therapeutic proteins and its modulation: Impact on protein stability. Colloids Surf A Physicochem Eng Asp 2012. [DOI: 10.1016/j.colsurfa.2012.09.024] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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661
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Buck PM, Kumar S, Singh SK. Insights into the potential aggregation liabilities of the b12 Fab fragment via elevated temperature molecular dynamics. Protein Eng Des Sel 2012. [PMID: 23188804 DOI: 10.1093/protein/gzs099] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Aggregation is a common hurdle faced during the development of antibody therapeutics. In this study, we explore the potential aggregation liabilities of the Fab (fragment antigen-binding) from a human IgG1κ antibody via multiple elevated temperature molecular dynamic simulations, analogous to accelerated stability studies performed during formulation development. Deformation and solvent exposure changes in response to thermal stress were monitored for individual structural domains (V(H), V(L), C(H)1 and C(L)), their interfaces (V(H):V(L) and C(H)1:C(L)), edge beta-strands and sequence-predicted aggregation-prone regions (APRs). During simulations, domain interfaces deformed prior to the unfolding of individual domains. However, interfacial beta-strands retained their secondary structure and remained solvent protected longer than all other strands or loops. Thus, APRs located in interfacial beta-strands are effectively blocked from self-association. Structural deformations were also observed in complementarity-determining regions, edge beta-strands and adjoining framework beta-strands, which increased their solvent-accessible surface area and exposed APRs in these regions. From the analysis of these structural changes, two potential aggregation liabilities were identified in the V(H) domain of this Fab. Insights gained from this investigation should be useful in devising a rational structure-based strategy for the design and selection of antibody candidates with high potency and improved developability.
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Affiliation(s)
- Patrick M Buck
- Biotherapeutics Pharmaceutical Research and Development, Pfizer Global Research and Development, Chesterfield, MO 63017, USA
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662
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Hutchings RL, Singh SM, Cabello-Villegas J, Mallela KMG. Effect of antimicrobial preservatives on partial protein unfolding and aggregation. J Pharm Sci 2012; 102:365-76. [PMID: 23169345 DOI: 10.1002/jps.23362] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2012] [Revised: 10/03/2012] [Accepted: 10/18/2012] [Indexed: 12/25/2022]
Abstract
One-third of protein formulations are multi-dose. These require antimicrobial preservatives (APs); however, some APs have been shown to cause protein aggregation. Our previous work on a model protein cytochrome c indicated that partial protein unfolding, rather than complete unfolding, triggers aggregation. Here, we examined the relative strength of five commonly used APs on such unfolding and aggregation, and explored whether stabilizing the aggregation 'hot-spot' reduces such aggregation. All APs induced protein aggregation in the order m-cresol > phenol > benzyl alcohol > phenoxyethanol > chlorobutanol. All these enhanced the partial protein unfolding that includes a local region which was predicted to be the aggregation 'hot-spot'. The extent of destabilization correlated with the extent of aggregation. Further, we show that stabilizing the 'hot-spot' reduces aggregation induced by all five APs. These results indicate that m-cresol causes the most protein aggregation, whereas chlorobutanol causes the least protein aggregation. The same protein region acts as the 'hot-spot' for aggregation induced by different APs, implying that developing strategies to prevent protein aggregation induced by one AP will also work for others.
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Affiliation(s)
- Regina L Hutchings
- Department of Pharmaceutical Sciences & Center for Pharmaceutical Biotechnology, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, USA
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663
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Wang X, Kumar S, Buck PM, Singh SK. Impact of deglycosylation and thermal stress on conformational stability of a full length murine igG2a monoclonal antibody: Observations from molecular dynamics simulations. Proteins 2012; 81:443-60. [DOI: 10.1002/prot.24202] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2012] [Revised: 10/02/2012] [Accepted: 10/04/2012] [Indexed: 12/13/2022]
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664
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Gaudana R, Gokulgandhi M, Khurana V, Kwatra D, Mitra AK. Design and evaluation of a novel nanoparticulate-based formulation encapsulating a HIP complex of lysozyme. Pharm Dev Technol 2012; 18:752-9. [PMID: 23137392 DOI: 10.3109/10837450.2012.737806] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Formulation development of protein therapeutics using polymeric nanoparticles has found very little success in recent years. Major formulation challenges include rapid denaturation, susceptibility to lose bioactivity in presence of organic solvents and poor encapsulation in polymeric matrix. In the present study, we have prepared hydrophobic ion pairing (HIP) complex of lysozyme, a model protein, using dextran sulfate (DS) as a complexing polymer. We have optimized the process of formation and dissociation of HIP complex between lysozyme and DS. The effect of HIP complexation on enzymatic activity of lysozyme was also studied. Nanoparticles were prepared and characterized using spontaneous emulsion solvent diffusion method. Furthermore, we have also investigated release of lysozyme from nanoparticles along with its enzymatic activity. Results of this study indicate that nanoparticles can sustain the release of lysozyme without compromising its enzymatic activity. HIP complexation using a polymer may also be employed to formulate sustained release dosage forms of other macromolecules with enhanced encapsulation efficiency.
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Affiliation(s)
- Ripal Gaudana
- Par Pharmaceutical Companies, Inc., One Ram Ridge Road, Spring Valley, NY, USA
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665
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Hawe A, Romeijn S, Filipe V, Jiskoot W. Asymmetrical Flow Field-Flow Fractionation Method for the Analysis of Submicron Protein Aggregates. J Pharm Sci 2012; 101:4129-39. [DOI: 10.1002/jps.23298] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2012] [Revised: 06/24/2012] [Accepted: 08/02/2012] [Indexed: 01/16/2023]
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666
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Brückner C, Fahr A, Imhof D, Scriba GK. Degradation Kinetics of an Aspartyl-Tripeptide-Derived Diketopiperazine under Forced Conditions. J Pharm Sci 2012; 101:4178-90. [DOI: 10.1002/jps.23272] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2012] [Revised: 05/13/2012] [Accepted: 07/02/2012] [Indexed: 12/23/2022]
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667
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Ma D, Martin N, Herbet A, Boquet D, Tribet C, Winnik FM. The Thermally Induced Aggregation of Immunoglobulin G in Solution is Prevented by Amphipols. CHEM LETT 2012. [DOI: 10.1246/cl.2012.1380] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Dewang Ma
- Department of Chemistry, Faculty of Pharmacy, Universite de Montreal
| | | | - Amaury Herbet
- CEA, iBiTecS, SPI, Laboratoire d’Ingénierie des Anticorps pour la Santé (LIAS)
| | - Dider Boquet
- CEA, iBiTecS, SPI, Laboratoire d’Ingénierie des Anticorps pour la Santé (LIAS)
| | | | - Françoise M. Winnik
- Department of Chemistry, Faculty of Pharmacy, Universite de Montreal
- WPI International Center for Materials Nanoarchitectonics (MANA), National Institute for Materials Science
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668
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van Beers MMC, Bardor M. Minimizing immunogenicity of biopharmaceuticals by controlling critical quality attributes of proteins. Biotechnol J 2012; 7:1473-84. [DOI: 10.1002/biot.201200065] [Citation(s) in RCA: 108] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2012] [Revised: 07/20/2012] [Accepted: 08/02/2012] [Indexed: 12/12/2022]
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669
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Bechtold M, Panke S. Model-based characterization of operational stability of multimeric enzymes with complex deactivation behavior: An in-silico investigation. Chem Eng Sci 2012. [DOI: 10.1016/j.ces.2012.05.030] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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670
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Ablinger E, Hellweger M, Leitgeb S, Zimmer A. Evaluating the effects of buffer conditions and extremolytes on thermostability of granulocyte colony-stimulating factor using high-throughput screening combined with design of experiments. Int J Pharm 2012; 436:744-52. [DOI: 10.1016/j.ijpharm.2012.07.046] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2012] [Revised: 07/11/2012] [Accepted: 07/12/2012] [Indexed: 10/28/2022]
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671
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Long-term stability of diluted solutions of the monoclonal antibody rituximab. Int J Pharm 2012; 436:282-90. [DOI: 10.1016/j.ijpharm.2012.06.063] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2012] [Revised: 06/29/2012] [Accepted: 06/30/2012] [Indexed: 11/17/2022]
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672
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The future of protein particle characterization and understanding its potential to diminish the immunogenicity of biopharmaceuticals: A shared perspective. J Pharm Sci 2012; 101:3580-5. [DOI: 10.1002/jps.23247] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2012] [Accepted: 06/11/2012] [Indexed: 12/13/2022]
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673
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Buchanan A, Ferraro F, Rust S, Sridharan S, Franks R, Dean G, McCourt M, Jermutus L, Minter R. Improved drug-like properties of therapeutic proteins by directed evolution. Protein Eng Des Sel 2012; 25:631-8. [PMID: 22942395 PMCID: PMC3449403 DOI: 10.1093/protein/gzs054] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2012] [Revised: 05/25/2012] [Accepted: 08/06/2012] [Indexed: 11/13/2022] Open
Abstract
Many natural human proteins have functional properties that make them useful as therapeutic drugs. However, not all these proteins are compatible with large-scale manufacturing processes or sufficiently stable to be stored for long periods prior to use. In this study, we focus on small four-helix bundle proteins and employ ribosome display in conjunction with three parallel selection pressures to favour the isolation of variant proteins with improved expression, solubility and stability. This in vitro evolution strategy was applied to two human proteins with known drug development issues, granulocyte colony-stimulating factor (G-CSF) and erythropoietin (EPO). In the case of G-CSF, the soluble expression levels in Escherichia coli were improved 1000-fold, while for EPO the level of aggregation in an accelerated shelf-life study was reduced from over 80% to undetectable levels. These results exemplify the general utility of our in vitro evolution strategy for improving the drug-like properties of therapeutic proteins.
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674
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Fang Y, Middaugh CR, Fang J. In silico classification of proteins from acidic and neutral cytoplasms. PLoS One 2012; 7:e45585. [PMID: 23049817 PMCID: PMC3458925 DOI: 10.1371/journal.pone.0045585] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2012] [Accepted: 08/23/2012] [Indexed: 01/05/2023] Open
Abstract
Protein acidostability is a common problem in biopharmaceutical and other industries. However, it remains a great challenge to engineer proteins for enhanced acidostability because our knowledge of protein acidostabilization is still very limited. In this paper, we present a comparative study of proteins from bacteria with acidic (AP) and neutral cytoplasms (NP) using an integrated statistical and machine learning approach. We construct a set of 393 non-redundant AP-NP ortholog pairs and calculate a total of 889 sequence based features for these proteins. The pairwise alignments of these ortholog pairs are used to build a residue substitution propensity matrix between APs and NPs. We use Gini importance provided by the Random Forest algorithm to rank the relative importance of these features. A scoring function using the 10 most significant features is developed and optimized using a hill climbing algorithm. The accuracy of the score function is 86.01% in predicting AP-NP ortholog pairs and is 76.65% in predicting non-ortholog AP-NP pairs, suggesting that there are significant differences between APs and NPs which can be used to predict relative acidostability of proteins. The overall trends uncovered in the study can be used as general guidelines for designing acidostable proteins. To best of our knowledge, this work represents the first systematic comparative study of the acidostable proteins and their non-acidostable orthologs.
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Affiliation(s)
- Yaping Fang
- Applied Bioinformatics Laboratory, The University of Kansas, Lawrence, Kansas, United States of America
| | - C. Russell Middaugh
- Department of Pharmaceutical Chemistry, The University of Kansas, Lawrence, Kansas, United States of America
| | - Jianwen Fang
- Applied Bioinformatics Laboratory, The University of Kansas, Lawrence, Kansas, United States of America
- * E-mail:
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675
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CE-MS Identification of Amino Acid Sequence Inversion as a New Degradation Pathway of an Aspartyl Model Tripeptide. Chromatographia 2012. [DOI: 10.1007/s10337-012-2306-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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676
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Abstract
AIM The majority of the subcutaneously injected monoclonal antibodies already on the market achieve 50-65% bioavailability, yet the fate of the portion that is lost remains unknown. This consistently incomplete systemic absorption affects the efficacy, safety and overall cost of the drug product. There are many potential factors that might influence the absorption, such as charge, hydrophobicity, formulation variables and the depth and volume of the injection. MATERIALS & METHODS To explore the possibility that the charge of the injected protein and/or formulation components is partially responsible for drug retention at the subcutaneous site, an ex vivo study, where the monoclonal antibodies were exposed to homogenized rat subcutaneous tissue, was performed. RESULTS & CONCLUSION It was found that positively charged monoclonal antibodies bind to subcutaneous tissue in a manner that is dependent on ionic strength and pH, suggesting the electrostatic nature of the interaction. As expected, saturation of both nonspecific and electrostatic subcutaneous binding sites was observed after incubation with highly concentrated monoclonal antibody solutions. Additionally, it was demonstrated using model proteins that electrostatic effects of buffer components depend on ionic strength of ions bearing opposite charge rather than total ionic strength of the solution. These results suggest that electrostatic interactions may play a role in absorption processes of positively charged therapeutic proteins after subcutaneous administration.
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677
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Effects of Excipients on the Chemical and Physical Stability of Glucagon during Freeze-Drying and Storage in Dried Formulations. Pharm Res 2012; 29:3278-91. [DOI: 10.1007/s11095-012-0820-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2011] [Accepted: 06/22/2012] [Indexed: 01/31/2023]
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678
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Felsovalyi F, Patel T, Mangiagalli P, Kumar SK, Banta S. Effect of thermal stability on protein adsorption to silica using homologous aldo-keto reductases. Protein Sci 2012; 21:1113-25. [PMID: 22619179 DOI: 10.1002/pro.2099] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2012] [Accepted: 05/11/2012] [Indexed: 11/10/2022]
Abstract
Gaining more insight into the mechanisms governing the behavior of proteins at solid/liquid interfaces is particularly relevant in the interaction of high-value biologics with storage and delivery device surfaces, where adsorption-induced conformational changes may dramatically affect biocompatibility. The impact of structural stability on interfacial behavior has been previously investigated by engineering nonwild-type stability mutants. Potential shortcomings of such approaches include only modest changes in thermostability, and the introduction of changes in the topology of the proteins when disulfide bonds are incorporated. Here we employ two members of the aldo-keto reductase superfamily (alcohol dehydrogenase, AdhD and human aldose reductase, hAR) to gain a new perspective on the role of naturally occurring thermostability on adsorbed protein arrangement and its subsequent impact on desorption. Unexpectedly, we find that during initial adsorption events, both proteins have similar affinity to the substrate and undergo nearly identical levels of structural perturbation. Interesting differences between AdhD and hAR occur during desorption and both proteins exhibit some level of activity loss and irreversible conformational change upon desorption. Although such surface-induced denaturation is expected for the less stable hAR, it is remarkable that the extremely thermostable AdhD is similarly affected by adsorption-induced events. These results question the role of thermal stability as a predictor of protein adsorption/desorption behavior.
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Affiliation(s)
- Flora Felsovalyi
- Department of Chemical Engineering, Columbia University, New York, New York 10027, USA
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679
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Das TK. Protein particulate detection issues in biotherapeutics development--current status. AAPS PharmSciTech 2012; 13:732-46. [PMID: 22566174 PMCID: PMC3364383 DOI: 10.1208/s12249-012-9793-4] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2010] [Accepted: 04/16/2012] [Indexed: 01/09/2023] Open
Abstract
Formation of aggregates and particulates in biopharmaceutical formulation continues to be one of the major quality concerns in biotherapeutics development. The presence of large quantities of aggregates is believed to be one of the causes of unwanted immunogenic responses. Protein particulates can form in a wide range of sizes and shapes. Therefore, a comprehensive characterization of particulates in biologics formulation continues to be challenging. The quantity of small size aggregates (e.g., dimer) in a stable biologics formulation is well controlled using precision analytical techniques (e.g., high-performance liquid chromatography). Particulate in clinical and commercial formulations is monitored using visual inspection and subvisible particulate counting assays. While visual inspection (by human eye or automated systems) is intended to detect particulates (intrinsic and extrinsic) of ~100 μm or larger, the subvisible counting methods cover smaller size ranges down to 10 μm. It is well recognized that research of particulates in the submicron (<1 μm) and low-micron (1-10 μm) ranges may provide important clues to understand the mechanism of particulate formation. The recent years have seen a significant increase in the development of newer technologies for more comprehensive characterization of particulates. This is attributed to increased awareness in this field of research over the past 5 years, stimulated by scholarly articles, commentaries, and robust discussions in various forums. This article provides an overview of emerging detection technologies that provide complementary characterization data encompassing a wider size range of particulates. It also discusses their advantages and limitations in the context of applications in biotherapeutics development.
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Affiliation(s)
- Tapan K Das
- Pfizer Biotherapeutics Pharmaceutical Sciences, 700 Chesterfield Parkway West, Chesterfield, Missouri 63017, USA.
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680
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Singh SR, Zhang J, O’Dell C, Hsieh MC, Goldstein J, Liu J, Srivastava A. Effect of polysorbate 80 quality on photostability of a monoclonal antibody. AAPS PharmSciTech 2012; 13:422-30. [PMID: 22362139 DOI: 10.1208/s12249-012-9759-6] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2011] [Accepted: 02/02/2012] [Indexed: 11/30/2022] Open
Abstract
Polysorbate 80 is one of the key components of protein formulations. It primarily inhibits interfacial damage of the protein molecule due to mechanical stress during shipping and handling. However, polysorbate 80 also affects the formulation photostability. Exposure to light of polysorbate 80 aqueous solution results in peroxide generation, which in turn may result in oxidation of the susceptible amino acid residues in the protein molecule. The purpose of this study was to determine if the photostability of our proprietary IgG(1) monoclonal antibody formulation containing polysorbate 80 is affected by the quality (grade/vendor) of polysorbate 80. Following four types of polysorbate 80 were tested: (1) Polysorbate 80 Super-Refined, Mallinckrodt Baker, (2) Polysorbate 80 NF, Mallinckrodt Baker, (3) Polysorbate 80 NF, EMD Chemicals, and (4) Ultra-pure Polysorbate 80 (HX), NOF Corporation. The samples were exposed to light as per ICH guidelines Q1B. The results of the study show that photostability of the antibody formulation is indeed affected by the quality of polysorbate 80. This study underscores the importance of carefully choosing the quality of polysorbate 80 to ensure the robustness of formulation.
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681
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Tomita S, Nagasaki Y, Shiraki K. Different mechanisms of action of poly(ethylene glycol) and arginine on thermal inactivation of lysozyme and ribonuclease A. Biotechnol Bioeng 2012; 109:2543-52. [DOI: 10.1002/bit.24531] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2012] [Revised: 03/27/2012] [Accepted: 04/09/2012] [Indexed: 01/07/2023]
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682
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Residual metals cause variability in methionine oxidation measurements in protein pharmaceuticals using LC-UV/MS peptide mapping. J Chromatogr B Analyt Technol Biomed Life Sci 2012; 895-896:71-6. [DOI: 10.1016/j.jchromb.2012.03.016] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2011] [Revised: 03/09/2012] [Accepted: 03/12/2012] [Indexed: 11/17/2022]
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683
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Ablinger E, Wegscheider S, Keller W, Prassl R, Zimmer A. Effect of protamine on the solubility and deamidation of human growth hormone. Int J Pharm 2012; 427:209-16. [DOI: 10.1016/j.ijpharm.2012.01.061] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2011] [Revised: 01/30/2012] [Accepted: 01/31/2012] [Indexed: 11/28/2022]
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684
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Roessl U, Wiesbauer J, Leitgeb S, Birner-Gruenberger R, Nidetzky B. Non-native aggregation of recombinant human granulocyte-colony stimulating factor under simulated process stress conditions. Biotechnol J 2012; 7:1014-24. [DOI: 10.1002/biot.201100436] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2011] [Revised: 02/15/2012] [Accepted: 03/13/2012] [Indexed: 01/25/2023]
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685
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Advances in simultaneous DSC-FTIR microspectroscopy for rapid solid-state chemical stability studies: some dipeptide drugs as examples. Adv Drug Deliv Rev 2012; 64:461-78. [PMID: 22300653 DOI: 10.1016/j.addr.2012.01.009] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2011] [Revised: 01/12/2012] [Accepted: 01/18/2012] [Indexed: 11/20/2022]
Abstract
The solid-state chemistry of drugs has seen growing importance in the pharmaceutical industry for the development of useful API (active pharmaceutical ingredients) of drugs and stable dosage forms. The stability of drugs in various solid dosage forms is an important issue because solid dosage forms are the most common pharmaceutical formulation in clinical use. In solid-state stability studies of drugs, an ideal accelerated method must not only be selected by different complicated methods, but must also detect the formation of degraded product. In this review article, an analytical technique combining differential scanning calorimetry and Fourier-transform infrared (DSC-FTIR) microspectroscopy simulates the accelerated stability test, and simultaneously detects the decomposed products in real time. The pharmaceutical dipeptides aspartame hemihydrate, lisinopril dihydrate, and enalapril maleate either with or without Eudragit E were used as testing examples. This one-step simultaneous DSC-FTIR technique for real-time detection of diketopiperazine (DKP) directly evidenced the dehydration process and DKP formation as an impurity common in pharmaceutical dipeptides. DKP formation in various dipeptides determined by different analytical methods had been collected and compiled. Although many analytical methods have been applied, the combined DSC-FTIR technique is an easy and fast analytical method which not only can simulate the accelerated drug stability testing but also at the same time enable to explore phase transformation as well as degradation due to thermal-related reactions. This technique offers quick and proper interpretations.
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686
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Almeida B, Oliveira J, Damiani R, Dalmora S, Bartolini P, Ribela M. Qualitative and quantitative reversed-phase high performance liquid chromatographic analysis of glycoprotein hormones in the presence of a large excess of human serum albumin. J Pharm Biomed Anal 2012; 63:160-4. [DOI: 10.1016/j.jpba.2012.01.039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2011] [Revised: 01/27/2012] [Accepted: 01/29/2012] [Indexed: 12/22/2022]
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687
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Steinmann D, Ji JA, Wang YJ, Schöneich C. Oxidation of human growth hormone by oxygen-centered radicals: formation of Leu-101 hydroperoxide and Tyr-103 oxidation products. Mol Pharm 2012; 9:803-14. [PMID: 22397317 DOI: 10.1021/mp3001028] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Human growth hormone (hGH) was exposed to oxygen-centered radicals generated through the thermolysis of AAPH in the presence of dioxygen. Such conditions mimic oxidative processes which protein pharmaceuticals can encounter during formulation in the presence of polysorbates. We detected the oxidation of Met to Met sulfoxide, the formation of protein carbonyls, the oxidation of Tyr to dityrosine and several additional Tyr oxidation products, the conformation-dependent oxidation of Trp, and the site-specific formation of protein hydroperoxides. The sensitivity of Met oxidation correlates with their solvent accessible surface, i.e. the yields of MetSO decreased in the order Met-14 > Met-125 > Met-170. Trp oxidation in native hGH was negligible, but was enhanced through denaturation. Dityrosine formed predominantly intramolecularly but did not contribute significantly to protein cross-linking. Hydroperoxides formed selectively on Leu-101 and were generated specifically by alkoxyl radicals, generated through the decomposition of peroxyl radicals. Tyr-103 was converted into a series of oxidation products characterized by mass shifts of Tyr + 14 Da and Tyr + 16 Da.
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Affiliation(s)
- Daniel Steinmann
- Department of Pharmaceutical Chemistry, University of Kansas , Lawrence, Kansas 66047, USA
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688
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Shi S, Liu J, Joshi SB, Krasnoperov V, Gill P, Middaugh CR, Volkin DB. Biophysical characterization and stabilization of the recombinant albumin fusion protein sEphB4-HSA. J Pharm Sci 2012; 101:1969-84. [PMID: 22411527 DOI: 10.1002/jps.23096] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2011] [Revised: 01/31/2012] [Accepted: 02/09/2012] [Indexed: 12/14/2022]
Abstract
The use of albumin fusion proteins as therapeutic drug candidates is an attractive approach to design novel biopharmaceuticals with increased circulation time in vivo. The purpose of this work was to characterize and stabilize the fusion protein sEphB4-human serum albumin (HSA), a 120 kDa protein containing the extracellular domain of EphB4 and HSA, and to identify stabilizing excipients for storage. Comparative biophysical studies combined with empirical phase diagram analysis show that both structural integrity and conformational stability of sEphB4 and sEphB4-HSA are best maintained above pH 5 and below 50 °C, with different structural phases observed outside this range. A major physical degradation pathway for sEphB4-HSA is formation of soluble aggregates. Excipient studies using size-exclusion chromatography (SEC), differential scanning calorimetry (DSC), and fluorescence spectroscopy identified disaccharide sugars (e.g., sucrose and trehalose) as effective stabilizers against protein aggregation, and NaCl as an effective stabilizer for protecting overall conformational stability. A combination of biophysical studies with sEphB4-HSA and its individual component proteins (sEphB4 and HSA), along with correlation analysis of SEC and DSC stability data in the presence of different excipients suggest that the aggregation pathway of the albumin fusion protein is primarily mediated by the sEphB4 rather than the HSA component.
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Affiliation(s)
- Shuai Shi
- Department of Pharmaceutical Chemistry, Macromolecule and Vaccine Stabilization Center, University of Kansas, Lawrence, Kansas 66047, USA
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689
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Abstract
BACKGROUND Aggregation of insulin into insoluble fibrils (fibrillation) may lead to complications for diabetes patients such as reduced insulin potency, occlusion of insulin delivery devices, or potentially increased immunological potential. Even after extensive investigation of fibril formation in regular human insulin, there are little published data about the intrinsic fibrillation of fast-acting analogs. This article investigates and compares the intrinsic fibrillation of three fast-acting insulin analogs--lispro, aspart, and glulisine--as a function of their primary protein structure and exclusive of the stabilizing excipients that are added to their respective commercial formulations. METHODS The insulin analogs underwent a buffer exchange into phosphate-buffered saline to remove formulation excipients and then were heated and agitated to characterize intrinsic fibrillation potentials devoid of excipient stabilizing effects. Different analytical methods were used to determine the amount of intrinsic fibrillation for the analogs. After initial lag times, intrinsic fibrillation was detected by an amyloid-specific stain. Precipitation of insulin was confirmed by ultraviolet analysis of soluble insulin and gravimetric measurement of insoluble insulin. Electron microscopy showed dense fibrous material, with individual fibrils that are shorter than typical insulin fibrils. Higher resolution kinetic analyses were carried out in 96-well plates to provide more accurate measures of lag times and fibril growth rates. RESULTS All three analogs exhibited longer lag times and slower intrinsic fibrillation rates than human insulin, with glulisine and lispro rates slower than aspart. This is the first study comparing the intrinsic fibrillation of fast-acting insulin analogs without the stabilizing excipients found in their commercial formulations. CONCLUSIONS Data show different intrinsic fibrillation potentials based on primary molecular structures when the formulation excipients that are critical for stability are absent. Understanding intrinsic fibrillation potential is critical for evaluating insulin analog stability and device compatibility.
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690
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Kim SK, Foote MB, Huang L. The targeted intracellular delivery of cytochrome C protein to tumors using lipid-apolipoprotein nanoparticles. Biomaterials 2012; 33:3959-66. [PMID: 22365810 DOI: 10.1016/j.biomaterials.2012.02.010] [Citation(s) in RCA: 105] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2012] [Accepted: 02/02/2012] [Indexed: 12/12/2022]
Abstract
Intracellular-acting therapeutic proteins offer a promising clinical alternative to extracellular-acting agents, but are limited in efficacy by their low permeability into the cell cytoplasm. We have developed a nanoparticle (NP) composed of lipid (DOTAP/DOPE) and apolipoprotein (APOA-I) to mediate the targeted delivery of intracellular-acting protein drugs to non-small cell lung tumors. NPs were produced with either GFP, a fluorescent model protein, or cytochrome C (cytC), an inducer of apoptosis in cancer cells. GFP and cytC were separately conjugated with a membrane permeable sequence (MPS) peptide and were admixed with DOPE/DOTAP nanoparticle formulations to enable successful protein loading. Protein-loaded NPs were modified with DSPE-PEG-Anisamide to enable specific NP targeting to the tumor site in a xenograft model. The resulting particle was 20-30 nm in size and exhibited a 64-75% loading efficiency. H460 cells treated with the PEGylated MPS-cytC-NPs exhibited massive apoptosis. When MPS-GFP-NPs or MPS-cytC-NPs were intravenously administered in H460 tumor bearing mice, a specific tumor targeting effect with low NP accumulation in the liver was observed. In addition, MPS-cytC-NP treatment provoked a tumor growth retardation effect in H460 xenograft mice. We conclude that our NP enables targeted, efficacious therapeutic protein delivery for the treatment of lung cancer.
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Affiliation(s)
- Sang Kyoon Kim
- Division of Molecular Pharmaceutics, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC 27599, USA
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691
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Affiliation(s)
- Tina Vermonden
- Department of Pharmaceutics, Utrecht University, P.O. Box 80082, 3508 TB Utrecht, The Netherlands.
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692
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A bioanalytical platform for simultaneous detection and quantification of biological toxins. SENSORS 2012; 12:2324-39. [PMID: 22438766 PMCID: PMC3304168 DOI: 10.3390/s120202324] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/10/2012] [Revised: 02/09/2012] [Accepted: 02/20/2012] [Indexed: 12/17/2022]
Abstract
Prevalent incidents support the notion that toxins, produced by bacteria, fungi, plants or animals are increasingly responsible for food poisoning or intoxication. Owing to their high toxicity some toxins are also regarded as potential biological warfare agents. Accordingly, control, detection and neutralization of toxic substances are a considerable economic burden to food safety, health care and military biodefense. The present contribution describes a new versatile instrument and related procedures for array-based simultaneous detection of bacterial and plant toxins using a bioanalytical platform which combines the specificity of covalently immobilized capture probes with a dedicated instrumentation and immuno-based microarray analytics. The bioanalytical platform consists of a microstructured polymer slide serving both as support of printed arrays and as incubation chamber. The platform further includes an easy-to-operate instrument for simultaneous slide processing at selectable assay temperature. Cy5 coupled streptavidin is used as unifying fluorescent tracer. Fluorescence image analysis and signal quantitation allow determination of the toxin's identity and concentration. The system's performance has been investigated by immunological detection of Botulinum Neurotoxin type A (BoNT/A), Staphylococcal enterotoxin B (SEB), and the plant toxin ricin. Toxins were detectable at levels as low as 0.5-1 ng · mL(-1) in buffer or in raw milk.
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693
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Sule SV, Cheung JK, Antochshuk V, Bhalla AS, Narasimhan C, Blaisdell S, Shameem M, Tessier PM. Solution pH that minimizes self-association of three monoclonal antibodies is strongly dependent on ionic strength. Mol Pharm 2012; 9:744-51. [PMID: 22221144 DOI: 10.1021/mp200448j] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Monoclonal antibodies display highly variable solution properties such as solubility and viscosity at elevated concentrations (>50 mg/mL), which complicates antibody formulation and delivery. To understand this complex behavior, it is critical to measure the underlying protein self-interactions that govern the solution properties of antibody suspensions. We have evaluated the pH-dependent self-association behavior of three monoclonal antibodies using self-interaction chromatography for a range of pH values commonly used in antibody formulations (pH 4.4-6). At low ionic strength (<25 mM), we find that each antibody is more associative at near-neutral pH (pH 6) than at low pH (pH 4.4). At high ionic strength (>100 mM), we observe the opposite pH-dependent pattern of antibody self-association. Importantly, this inversion in self-association behavior is not unique to multidomain antibodies, as similar pH-dependent behavior is observed for some small globular proteins (e.g., ribonuclease A and α-chymotrypsinogen). We also find that the opalescence of concentrated antibody solutions (90 mg/mL) is minimized at low ionic strength at pH 4.4 and high ionic strength at pH 6, in agreement with the self-interaction measurements conducted at low antibody concentrations (5 mg/mL). Our results highlight the complexity of antibody self-association and emphasize the need for systematic approaches to optimize the solution properties of concentrated antibody formulations.
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Affiliation(s)
- Shantanu V Sule
- Center for Biotechnology & Interdisciplinary Studies, Department of Chemical & Biological Engineering, Rensselaer Polytechnic Institute, Troy, New York 12180, USA
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694
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Krause ME, Martin TT, Laurence JS. Mapping site-specific changes that affect stability of the N-terminal domain of calmodulin. Mol Pharm 2012; 9:734-43. [PMID: 22309490 DOI: 10.1021/mp2004109] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Biophysical tools have been invaluable in formulating therapeutic proteins. These tools characterize protein stability rapidly in a variety of solution conditions, but in general, the techniques lack the ability to discern site-specific information to probe how solution environment acts to stabilize or destabilize the protein. NMR spectroscopy can provide site-specific information about subtle structural changes of a protein under different conditions, enabling one to assess the mechanism of protein stabilization. In this study, NMR was employed to detect structural perturbations at individual residues as a result of altering pH and ionic strength. The N-terminal domain of calmodulin (N-CaM) was used as a model system, and the ¹H-¹⁵N heteronuclear single quantum coherence (HSQC) experiment was used to investigate effects of pH and ionic strength on individual residues. NMR analysis revealed that different solution conditions affect individual residues differently, even when the amino acid sequence and structure are highly similar. This study shows that addition of NMR to the formulation toolbox has the ability to extend understanding of the relationship between site-specific changes and overall protein stability.
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Affiliation(s)
- Mary E Krause
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047, USA
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695
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Zhang L, Zhang L, Luo T, Zhou J, Sun L, Xu Y. Synthesis and evaluation of a dipeptide-drug conjugate library as substrates for PEPT1. ACS COMBINATORIAL SCIENCE 2012; 14:108-14. [PMID: 22263689 DOI: 10.1021/co200141b] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The oligopeptide transporter PEPT1 is considered as a valuable target for prodrug design, but its 3D structure and substrate specificity of PEPT1 are not fully understood. In this study, we designed a focused dipeptide conjugated azidothymidine (AZT) library and described a convenient and efficient solid phase synthesis scheme based on click chemistry. Over 60 candidate structures containing various dipeptide sequences were obtained with high purity, and screened in a PEPT1 overexpressing cell model for their abilities to compete with the known ligand cephalexin. Some of the compounds selected to have medium or high affinity were tested for their in vivo transport in a single-pass intestinal perfusion experiment. Results showed that the designed library contained some new structure features that have high affinities toward PEPT1 and could be further explored for their application in prodrug design and development.
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Affiliation(s)
- Lihui Zhang
- School of Pharmacy, Shanghai Jiaotong University, Shanghai 200240, PR China
| | - Li Zhang
- Instrumental Analysis Center, Shanghai Jiaotong University, Shanghai 200240, PR China
| | - Tian Luo
- School of Pharmacy, Shanghai Jiaotong University, Shanghai 200240, PR China
| | - Jie Zhou
- School of Pharmacy, Shanghai Jiaotong University, Shanghai 200240, PR China
| | - Lingyi Sun
- School of Pharmacy, Shanghai Jiaotong University, Shanghai 200240, PR China
| | - Yuhong Xu
- School of Pharmacy, Shanghai Jiaotong University, Shanghai 200240, PR China
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696
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Avanti C, Permentier HP, Dam AV, Poole R, Jiskoot W, Frijlink HW, Hinrichs WLJ. A New Strategy To Stabilize Oxytocin in Aqueous Solutions: II. Suppression of Cysteine-Mediated Intermolecular Reactions by a Combination of Divalent Metal Ions and Citrate. Mol Pharm 2012; 9:554-62. [DOI: 10.1021/mp200622z] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
| | | | | | - Robert Poole
- Division of Drug Delivery Technology,
Leiden/Amsterdam Center for Drug Research, Leiden University, Leiden, The Netherlands
| | - Wim Jiskoot
- Division of Drug Delivery Technology,
Leiden/Amsterdam Center for Drug Research, Leiden University, Leiden, The Netherlands
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697
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Samra HS, He F. Advancements in high throughput biophysical technologies: applications for characterization and screening during early formulation development of monoclonal antibodies. Mol Pharm 2012; 9:696-707. [PMID: 22263524 DOI: 10.1021/mp200404c] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The formulation development of monoclonal antibodies is extremely challenging, due to the diversity and complexity contained within this class of molecules. The physical and chemical properties of a monoclonal antibody dictate the behavior of the protein drug during manufacturing, storage and clinical administration. In the past few years, the use of high throughput technologies has been widely adapted to delineate unique properties of individual immunoglobulin G's (IgG's) important for their development. Numerous screening techniques have been designed to reveal physical and chemical characteristics of a protein relevant to stability under production, formulation and delivery conditions. In addition, protein stability under accelerated stresses has been utilized to predict long-term storage behavior for monoclonal antibodies in the formulation. In this review, we summarize the recent advancements in the field of biophysical technology, with a specific focus on the techniques that can be directly applied to the formulation development of monoclonal antibodies. Several case studies are also presented here to provide examples of combining existing biophysical methods with high throughput screening technology in the formulation development of monoclonal antibody drugs.
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Affiliation(s)
- Hardeep S Samra
- Department of Formulation Sciences, MedImmune , One MedImmune Way, Gaithersburg, Maryland 20878, USA.
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698
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Sule SV, Sukumar M, Weiss WF, Marcelino-Cruz AM, Sample T, Tessier PM. High-throughput analysis of concentration-dependent antibody self-association. Biophys J 2012; 101:1749-57. [PMID: 21961601 DOI: 10.1016/j.bpj.2011.08.036] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2011] [Revised: 08/18/2011] [Accepted: 08/22/2011] [Indexed: 10/17/2022] Open
Abstract
Monoclonal antibodies are typically monomeric and nonviscous at low concentrations, yet they display highly variable associative and viscous behavior at elevated concentrations. Although measurements of antibody self-association are critical for understanding this complex behavior, traditional biophysical methods are not capable of characterizing such concentration-dependent self-association in a high-throughput manner. Here we describe a nanoparticle-based method, termed self-interaction nanoparticle spectroscopy, that is capable of rapidly measuring concentration-dependent self-interactions for three human monoclonal antibodies with unique solution behaviors. We demonstrate that gold nanoparticles conjugated with antibodies at low protein concentrations (<40 μg/mL) display self-association behavior (as measured by the interparticle distance-dependent plasmon wavelength) that is well correlated with static light-scattering measurements obtained at three orders of magnitude higher antibody concentrations. Using this methodology, we find that the antibodies display a complex pH-dependent self-association behavior that is strongly influenced by the solution ionic strength. Importantly, we find that a polyclonal human antibody is nonassociative for all solution conditions evaluated in this work, suggesting that antibody self-association is more specific than previously realized. We expect that our findings will guide rational manipulation of antibody phase behavior, and enable studies that elucidate sequence and structural determinants of antibody self-association.
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Affiliation(s)
- Shantanu V Sule
- Center for Biotechnology and Interdisciplinary Studies, Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, Troy, New York, USA
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699
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Roughton BC, Topp EM, Camarda KV. Use of glass transitions in carbohydrate excipient design for lyophilized protein formulations. Comput Chem Eng 2012; 36. [PMID: 24385675 DOI: 10.1016/j.compchemeng.2011.07.018] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
This work describes an effort to apply methods from process systems engineering to a pharmaceutical product design problem, with a novel application of statistical approaches to comparing solutions. A computational molecular design framework was employed to design carbohydrate molecules with high glass transition temperatures and low water content in the maximally freeze-concentrated matrix, with the objective of stabilizing lyophilized protein formulations. Quantitative structure-property relationships were developed for glass transition temperature of the anhydrous solute, glass transition temperature of the maximally concentrated solute, melting point of ice and Gordon-Taylor constant for carbohydrates. An optimization problem was formulated to design an excipient with optimal property values. Use of a stochastic optimization algorithm, Tabu search, provided several carbohydrate excipient candidates with statistically similar property values, as indicated by prediction intervals calculated for each property.
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Affiliation(s)
- Brock C Roughton
- University of Kansas, Bioengineering Graduate Program, 1520 W. 15th Street, Lawrence, KS 66045, United States
| | - E M Topp
- Purdue University, Department of Industrial and Physical Pharmacy, 575 Stadium Mall Drive, West Lafayette, IN 47907, United States
| | - Kyle V Camarda
- University of Kansas, Department of Chemical and Petroleum Engineering, 1530 W. 15th Street, Lawrence, KS 66045, United States
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700
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Duncan SE, Chang HH. Implications of light energy on food quality and packaging selection. ADVANCES IN FOOD AND NUTRITION RESEARCH 2012; 67:25-73. [PMID: 23034114 DOI: 10.1016/b978-0-12-394598-3.00002-2] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
Light energy in the ultraviolet and visible light regions plays a critical role in overall food quality, leading to various degradation and oxidation reactions. Food degradation and oxidation result in the destruction of nutrients and bioactive compounds, the formation of off odors and flavors, the loss of food color, and the formation of toxic substances. Food compounds are sensitive to various light wavelengths. Understanding the effect that specific light wavelengths have on food compounds will allow the development of novel food packaging materials that block the most damaging light wavelengths to photostability of specific food compounds. Future research should focus more specifically on the effect of specific light wavelengths on the quality of specific food products, as there is limited published information on this particular topic. This information also can be directly related to the selection of food packaging materials to retain both high quality and visual clarity of food products exposed to light.
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Affiliation(s)
- Susan E Duncan
- Department of Food Science and Technology, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA.
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