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1.
J Pharm Sci ; 113(5): 1401-1414, 2024 May.
Article in English | MEDLINE | ID: mdl-38220088

ABSTRACT

Silicone oil is a commonly used lubricant in pre-filled syringes (PFSs) and can migrate over time into solution in the form of silicone oil particles (SiOPs). The presence of these SiOPs can result in elevated subvisible particle counts in PFS drug products compared to other drug presentations such as vials or cartridges. Their presence in products presents analytical challenges as they complicate quantitation and characterization of other types of subvisible particles in solution. Previous studies have suggested that they can potentially act as adjuvant resulting in potential safety risks for patients. In this paper we present several analytical case studies describing the impact of the presence of SiOPs in biotherapeutics on the analysis of the drug as well as clinical case studies examining the effect of SiOPs on patient safety. The analytical case studies demonstrate that orthogonal techniques, especially flow imaging, can help differentiate SiOPs from other types of particulate matter. The clinical case studies showed no difference in the observed patient safety profile across multiple drugs, patient populations, and routes of administration, indicating that the presence of SiOPs does not impact patient safety.


Subject(s)
Biological Products , Silicone Oils , Humans , Silicone Oils/analysis , Particle Size , Pharmaceutical Preparations , Particulate Matter , Syringes
2.
Anal Chem ; 95(44): 16138-16143, 2023 11 07.
Article in English | MEDLINE | ID: mdl-37874938

ABSTRACT

The resolution of flow field-flow fractionation (flow FFF) depends primarily on the crossflow rate and its change over time. In this work, we demonstrate a method for modulation of the crossflow rate during separation that increases the peak-to-peak resolution of the resulting fractograms. In classical FFF methods, the crossflow rate is either maintained constant or decreased during the separation of the different species. In this work, higher resolution between peaks was achieved by a novel gradient method in which the crossflow is increased briefly during separation to allow stronger retention of the later eluting peaks. We first outline the theoretical basis by which improved separation is achieved. We confirm our hypothesis by quantifying the impact of increasing crossflow on the resolution between a monoclonal antibody monomer and its high-molecular-weight aggregate. We then demonstrate that this method is applicable to two different FFF methods (AF4 and HF5) and various pharmaceutically relevant samples (monoclonal antibodies and adeno-associated viruses). Finally, we hypothesize that increasing the force perpendicular to the laminar flow as described here is broadly applicable to all FFF methods and improves the quality of FFF-based separations.


Subject(s)
Fractionation, Field Flow , Fractionation, Field Flow/methods , Antibodies, Monoclonal , Molecular Weight , Gravitation
3.
Analyst ; 148(21): 5361-5365, 2023 Oct 23.
Article in English | MEDLINE | ID: mdl-37755232

ABSTRACT

Stereochemical comparability is critical for ensuring manufacturing consistency in therapeutic phosphorothioate oligonucleotides. Currently, analytical methods for this assessment are limited. We hereby report on a novel protocol capable of detecting a stereochemistry change in a single phosphorothioate linkage by employing nuclease P1 digestion of the oligonucleotide with subsequent LCMS analysis of the resulting fragments. The method proves valuable for establishing stereochemical comparability and for ensuring manufacturing consistency of oligonucleotide therapeutics.

4.
AAPS PharmSciTech ; 24(1): 18, 2022 Dec 16.
Article in English | MEDLINE | ID: mdl-36526853

ABSTRACT

Visible protein-like particle standards may improve visual inspection and/or appearance testing practices used in the biotechnology industry. They may improve assay performance resulting in better alignment and more standardized training among different companies. The National Institute of Standards and Technology (NIST) has conducted an interlaboratory study to test whether the standards under development mimic typical proteinaceous particles found in biotherapeutics and if they can be implemented during the visual inspection process. Fourteen organizations from industry and government have participated. A total of 20 labs from these 14 organizations participated with analysts from 6 formulation, 7 analytical, 4 quality control, and 3 manufacturing labs. The circulated samples consisted of abraded ethylene tetrafluoroethylene (ETFE) particles or photolithographic particles. The results consist of qualitative ratings, which varied substantially among organizations and within labs. Polydisperse ETFE particle suspensions, containing particles enriched in greater than 150 µm in size, were rated more favorably than the photolithographic particles by formulation and analytical scientists. The largest monodisperse photolithographic particles (approximately 300 µm in size) were favored equally compared to ETFE by all scientists. Solution modifications to decrease the settling rate or to alter optical properties of the ETFE solutions yielded lower ratings by the analysts. Both particle types received mixed ratings for their usability and for their application for visual inspection and for training purposes. Industry feedback will assist NIST in developing reference material(s) for visible protein-like particles.


Subject(s)
Proteins , Particle Size , Reference Standards , Quality Control
5.
J Pharm Sci ; 111(7): 2121-2133, 2022 07.
Article in English | MEDLINE | ID: mdl-34986360

ABSTRACT

Analytical ultracentrifugation (AUC) is a critical analytical tool supporting the development and manufacture of protein therapeutics. AUC is routinely used as an assay orthogonal to size exclusion chromatography for aggregate quantitation. This article distills the experimental and analysis procedures used by the authors for sedimentation velocity AUC into a series of best-practices considerations. The goal of this distillation is to help harmonize aggregate quantitation approaches across the biopharmaceutical industry. We review key considerations for sample and instrument suitability, experimental design, and data analysis best practices and conversely, highlight potential pitfalls to accurate aggregate analysis. Our goal is to provide experienced users benchmarks against which they can standardize their analyses and to provide guidance for new AUC analysts that will aid them to become proficient in this fundamental technique.


Subject(s)
Antibodies, Monoclonal , Antibodies, Monoclonal/chemistry , Chromatography, Gel , Ultracentrifugation/methods
6.
J Pharm Sci ; 109(1): 830-844, 2020 01.
Article in English | MEDLINE | ID: mdl-31647951

ABSTRACT

One of the major product quality challenges for injectable biologics is controlling the amount of protein aggregates and particles present in the final drug product. This article focuses on particles in the submicron range (<2 µm). A cross-industry collaboration was undertaken to address some of the analytical gaps in measuring submicron particles (SMPs), developing best practices, and surveying the concentration of these particles present in 52 unique clinical and commercial protein therapeutics covering 62 dosage forms. Measured particle concentrations spanned a range of 4 orders of magnitude for nanoparticle tracking analysis and 3 orders of magnitude for resonant mass measurement. The particle concentrations determined by the 2 techniques differed significantly for both control and actual product. In addition, results suggest that these techniques exhibit higher variability compared to well-established subvisible particle characterization techniques (e.g., flow-imaging or light obscuration). Therefore, in their current states, nanoparticle tracking analysis and resonant mass measurement-based techniques can be used during product and process characterization, contributing information on the nature and propensity for formation of submicron particles and what is normal for the product, but may not be suitable for release or quality control testing. Evaluating the level of SMPs to which humans have been routinely exposed during the administration of several commercial and late-phase clinical products adds critical knowledge to our understanding of SMP levels that may be considered acceptable from a safety point of view. This article also discusses dependence of submicron particle size and concentration on the dosage form attributes such as physical state, primary packaging, dose strength, etc. To the best of our knowledge, this is the largest study ever conducted to characterize SMPs in late-phase and commercial products.


Subject(s)
Nanotechnology , Proteins/chemistry , Technology, Pharmaceutical , Dosage Forms , Drug Compounding , Drug Stability , Europe , Humans , Nanoparticles , Particle Size , Protein Aggregates , Protein Stability , Reproducibility of Results , United States
7.
Nat Methods ; 16(7): 595-602, 2019 07.
Article in English | MEDLINE | ID: mdl-31249422

ABSTRACT

Hydrogen deuterium exchange mass spectrometry (HDX-MS) is a powerful biophysical technique being increasingly applied to a wide variety of problems. As the HDX-MS community continues to grow, adoption of best practices in data collection, analysis, presentation and interpretation will greatly enhance the accessibility of this technique to nonspecialists. Here we provide recommendations arising from community discussions emerging out of the first International Conference on Hydrogen-Exchange Mass Spectrometry (IC-HDX; 2017). It is meant to represent both a consensus viewpoint and an opportunity to stimulate further additions and refinements as the field advances.


Subject(s)
Deuterium Exchange Measurement/methods , Mass Spectrometry/methods , Data Analysis , Hydrogen-Ion Concentration
8.
Anal Chem ; 91(11): 7336-7345, 2019 06 04.
Article in English | MEDLINE | ID: mdl-31045344

ABSTRACT

Hydrogen-deuterium exchange mass spectrometry (HDX-MS) is an established, powerful tool for investigating protein-ligand interactions, protein folding, and protein dynamics. However, HDX-MS is still an emergent tool for quality control of biopharmaceuticals and for establishing dynamic similarity between a biosimilar and an innovator therapeutic. Because industry will conduct quality control and similarity measurements over a product lifetime and in multiple locations, an understanding of HDX-MS reproducibility is critical. To determine the reproducibility of continuous-labeling, bottom-up HDX-MS measurements, the present interlaboratory comparison project evaluated deuterium uptake data from the Fab fragment of NISTmAb reference material (PDB: 5K8A ) from 15 laboratories. Laboratories reported ∼89 800 centroid measurements for 430 proteolytic peptide sequences of the Fab fragment (∼78 900 centroids), giving ∼100% coverage, and ∼10 900 centroid measurements for 77 peptide sequences of the Fc fragment. Nearly half of peptide sequences are unique to the reporting laboratory, and only two sequences are reported by all laboratories. The majority of the laboratories (87%) exhibited centroid mass laboratory repeatability precisions of ⟨ sLab⟩ ≤ (0.15 ± 0.01) Da (1σx̅). All laboratories achieved ⟨sLab⟩ ≤ 0.4 Da. For immersions of protein at THDX = (3.6 to 25) °C and for D2O exchange times of tHDX = (30 s to 4 h) the reproducibility of back-exchange corrected, deuterium uptake measurements for the 15 laboratories is σreproducibility15 Laboratories( tHDX) = (9.0 ± 0.9) % (1σ). A nine laboratory cohort that immersed samples at THDX = 25 °C exhibited reproducibility of σreproducibility25C cohort( tHDX) = (6.5 ± 0.6) % for back-exchange corrected, deuterium uptake measurements.


Subject(s)
Antibodies, Monoclonal/chemistry , Hydrogen Deuterium Exchange-Mass Spectrometry , Immunoglobulin Fab Fragments/analysis
10.
J Am Soc Mass Spectrom ; 28(5): 840-849, 2017 05.
Article in English | MEDLINE | ID: mdl-28194741

ABSTRACT

Introduction of a chemical change to one or more amino acids in a protein's polypeptide chain can result in various effects on its higher-order structure (HOS) and biophysical behavior (or properties). These effects range from no detectable change to significant structural or conformational alteration that can greatly affect the protein's biophysical properties and its resulting biological function. The ability to reliably detect the absence or presence of such changes is essential to understanding the structure-function relationship in a protein and in the successful commercial development of protein-based drugs (biopharmaceuticals). In this paper, we focus our attention on the latter by specifically elucidating the impact of oxidation on the HOS, structural dynamics, and biophysical properties of interferon beta-1a (IFNß-1a). Oxidation is a common biochemical modification that occurs in many biopharmaceuticals, specifically in two naturally-occurring sulfur-containing amino acids, methionine and cysteine. To carry out this work, we used combinations of hydrogen peroxide and pH to differentially oxidize IFNß-1a (to focus on only methionine oxidation versus methionine and cysteine oxidation). We then employed several analytical and biophysical techniques to acquire information about the differential impact of these two oxidation scenarios on IFNß-1a. In particular, the use of MS-based techniques, especially HDX-MS, play a dominant role in revealing the differential effects. Graphical Abstract ᅟ.


Subject(s)
Adjuvants, Immunologic/chemistry , Antiviral Agents/chemistry , Cysteine/chemistry , Interferon beta-1a/chemistry , Methionine/chemistry , Animals , CHO Cells , Chromatography, High Pressure Liquid , Cricetulus , Humans , Hydrogen Peroxide/chemistry , Hydrogen-Ion Concentration , Mass Spectrometry , Models, Molecular , Oxidation-Reduction , Peptide Mapping , Protein Conformation
11.
J Am Soc Mass Spectrom ; 27(4): 669-76, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26860088

ABSTRACT

When highly concentrated, an antibody solution can exhibit unusual behaviors, which can lead to unwanted properties, such as increased levels of protein aggregation and unusually high viscosity. Molecular modeling, along with many indirect biophysical measurements, has suggested that the cause for these phenomena can be due to short range electrostatic and/or hydrophobic protein-protein interactions. Hydrogen/deuterium exchange mass spectrometry (HDX-MS) is a useful tool for investigating protein conformation, dynamics, and interactions. However, "traditional" continuous dilution labeling HDX-MS experiments have limited utility for the direct analysis of solutions with high concentrations of protein. Here, we present a dialysis-based HDX-MS (di-HDX-MS) method as an alternative HDX-MS labeling format, which takes advantage of passive dialysis rather than the classic dilution workflow. We applied this approach to a highly concentrated antibody solution without dilution or significant sample manipulation, prior to analysis. Such a method could pave the way for a deeper understanding of the unusual behavior of proteins at high concentrations, which is highly relevant for development of biopharmaceuticals in industry. Graphical Abstract ᅟ.


Subject(s)
Antibodies, Monoclonal/chemistry , Deuterium Exchange Measurement/instrumentation , Dialysis/instrumentation , Mass Spectrometry/instrumentation , Animals , CHO Cells , Cricetulus , Equipment Design , Models, Molecular , Protein Conformation , Solutions
12.
J Pharm Sci ; 104(11): 3984-3989, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26308556

ABSTRACT

Protein self-association or aggregation is a property of significant concern for biopharmaceutical products due to the potential ability of aggregates to cause adverse toxicological and immunological effects. Thus, during the development of a protein biopharmaceutical, it is important to detect and quantify the level and nature of aggregate species as early as possible in order to make well-informed decisions and to mitigate and control potential risks. Although a deeper understanding of the mechanism of aggregation (i.e., protein-protein interactions) is desirable, such detailed assessment is not always necessary from a biopharmaceutical process development point of view. In fact, the scope of characterization efforts is often focused on achieving a well-controlled process, which generates a product that reliably meets established acceptance criteria for safety and efficacy. In this brief note, we evaluated the utility of size-exclusion chromatography, dynamic light scattering, and analytical ultracentrifugation in their simplest forms, to effectively reveal and confirm the presence of concentration-dependent reversible self-association (RSA) in a monoclonal antibody in the early stages of formulation development. Using these techniques, we also initiated preliminary work aimed at reducing the occurrence of this RSA behavior by varying the pH of the formulation buffer.


Subject(s)
Antibodies, Monoclonal/chemistry , Immunoglobulin G/chemistry , Protein Aggregates , Dynamic Light Scattering/methods , Particle Size , Ultracentrifugation/methods
13.
Blood ; 126(8): 935-8, 2015 Aug 20.
Article in English | MEDLINE | ID: mdl-26065652

ABSTRACT

Association with the D'D3 domain of von Willebrand factor (VWF) stabilizes factor VIII (FVIII) in the circulation and maintains it at a level sufficient to prevent spontaneous bleeding. We used negative-stain electron microscopy (EM) to visualize complexes of FVIII with dimeric and monomeric forms of the D'D3 domain. The EM averages show that FVIII interacts with the D'D3 domain primarily through its C1 domain, with the C2 domain providing a secondary attachment site. Hydrogen-deuterium exchange mass spectrometry corroborated the importance of the C1 domain in D'D3 binding and implicates additional surface regions on FVIII in the interaction. Together, our results establish that the C1 domain is the major binding site on FVIII for VWF, reiterate the importance of the a3 acidic peptide in VWF binding, and suggest that the A3 and C2 domains play ancillary roles in this interaction.


Subject(s)
Factor VIII/chemistry , Factor VIII/metabolism , von Willebrand Factor/chemistry , von Willebrand Factor/metabolism , Binding Sites , Factor VIII/ultrastructure , HEK293 Cells , Humans , Mass Spectrometry , Microscopy, Electron , Protein Structure, Tertiary , von Willebrand Factor/ultrastructure
14.
J Pharm Sci ; 102(12): 4315-29, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24136070

ABSTRACT

To determine how structural changes in antibodies are connected with aggregation, the structural areas of an antibody prone to and/or impacted by aggregation must be identified. In this work, the higher-order structure and biophysical properties of two different monoclonal antibody (mAb) monomers were compared with their simplest aggregated form, that is, dimers that naturally occurred during normal production and storage conditions. A combination of hydrogen/deuterium exchange mass spectrometry and other biophysical measurements was used to make the comparison. The results show that the dimerization process for one of the mAb monomers (mAb1) displayed no differences in its deuterium uptake between monomer and dimer forms. However, the other mAb monomer (mAb2) showed subtle changes in hydrogen/deuterium exchange as compared with its dimer form. In this case, differences observed were located in specific functional regions of the CH 2 domain and the hinge region between CH 1 and CH 2 domains. The importance and the implications of these changes on the antibody structure and mechanism of aggregation are discussed.


Subject(s)
Antibodies, Monoclonal/chemistry , Animals , CHO Cells , Calorimetry, Differential Scanning , Cricetulus , Disulfides/analysis , Electrophoresis, Polyacrylamide Gel , Mass Spectrometry , Models, Molecular , Protein Conformation , Protein Multimerization , Protein Stability , Scattering, Small Angle , X-Ray Diffraction
15.
J Am Soc Mass Spectrom ; 23(7): 1202-8, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22528203

ABSTRACT

Management of the enormous amount of data produced during solution-phase hydrogen/deuterium exchange monitored by mass spectrometry has stimulated software analysis development. The proteolysis step of the experiment generates multiple peptide fragments, most of which overlap. Prior automated data reduction algorithms extract the deuteration level for individual peptides, but do not exploit the additional information arising from fragment overlap. Here, we describe an algorithm that determines discrete rate constant values to each of the amide hydrogens in overlapped fragments. By considering all of the overlapped peptide segments simultaneously, sequence resolution can be improved significantly, sometimes to the individual amino acid level. We have validated the method with simulated deuterium uptake data for seven overlapped fragments of a poly-Ala nonapeptide, and then applied it to extract rate constant values for the first 29 N-terminal amino acids of C22A FK506-binding protein.


Subject(s)
Deuterium Exchange Measurement/methods , Mass Spectrometry/methods , Peptide Fragments/chemistry , Sequence Analysis, Protein/methods , Algorithms , Amino Acid Sequence , Computer Simulation , Molecular Sequence Data , Proteolysis , Reproducibility of Results
16.
Int J Mass Spectrom ; 302(1-3): 116-124, 2011 Apr 30.
Article in English | MEDLINE | ID: mdl-21765647

ABSTRACT

Cardiac muscle contraction is regulated by the heterotrimeric complex: troponin. We apply solution-phase hydrogen/deuterium exchange monitored by FT-ICR mass spectrometry to study the structural dynamics and the Ca-induced conformational changes of the cardiac isoform of troponin, by comparing H/D exchange rate constants for TnC alone, the binary TnC:TnI complex, and the ternary TnC:TnI:TnT complex for Ca-free and Ca-saturated states. The wide range of exchange rate constants indicates that the complexes possess both highly flexible and very rigid domains. Fast exchange rates were observed for the N-terminal extension of TnI (specific to the cardiac isoform), the DE linker in TnC alone, and the mobile domain of TnI. The slowest rates were for the IT coiled-coil that grants stability and stiffness to the complex. Ca(2+) binding to site II of the N-lobe of TnC induces short-range allosteric effects, mainly protection for the C-lobe of TnC that transmits long-range conformational changes that reach the IT coiled-coil and even TnT1. The present results corroborate prior X-ray crystallography and NMR interpretations and also illuminate domains that were not resolved or truncated in those experiments.

17.
Anal Chem ; 82(8): 3293-9, 2010 Apr 15.
Article in English | MEDLINE | ID: mdl-20337424

ABSTRACT

Solution-phase hydrogen/deuterium exchange (HDX) monitored by mass spectrometry is an excellent tool to study protein-protein interactions and conformational changes in biological systems, especially when traditional methods such as X-ray crystallography or nuclear magnetic resonance are not feasible. Peak overlap among the dozens of proteolytic fragments (including those from autolysis of the protease) can be severe, due to high protein molecular weight(s) and the broad isotopic distributions due to multiple deuterations of many peptides. In addition, different subunits of a protein complex can yield isomeric proteolytic fragments. Here, we show that depletion of (13)C and/or (15)N for one or more protein subunits of a complex can greatly simplify the mass spectra, increase the signal-to-noise ratio of the depleted fragment ions, and remove ambiguity in assignment of the m/z values to the correct isomeric peptides. Specifically, it becomes possible to monitor the exchange progress for two isobaric fragments originating from two or more different subunits within the complex, without having to resort to tandem mass spectrometry techniques that can lead to deuterium scrambling in the gas phase. Finally, because the isotopic distribution for a small to medium-size peptide is essentially just the monoisotopic species ((12)C(c)(1)H(h)(14)N(n)(16)O(o)(32)S(s)), it is not necessary to deconvolve the natural abundance distribution for each partially deuterated peptide during HDX data reduction.


Subject(s)
Deuterium/chemistry , Hydrogen/chemistry , Mass Spectrometry/methods , Proteins/chemistry , Deuterium Exchange Measurement , Protein Binding
18.
J Am Soc Mass Spectrom ; 20(3): 520-4, 2009 Mar.
Article in English | MEDLINE | ID: mdl-19095461

ABSTRACT

In solution-phase hydrogen/deuterium exchange (HDX), it is essential to minimize the back-exchange level of H for D after the exchange has been quenched, to accurately assign protein conformation and protein-protein or protein-ligand interactions. Reversed-phase HPLC is conducted at low pH and low temperature to desalt and separate proteolytic fragments. However, back exchange averages roughly 30% because of the long exposure to H(2)O in the mobile phase. In this report, we first show that there is no significant backbone amide hydrogen back exchange during quench and digestion; backbone exchange occurs primarily during subsequent liquid chromatography separation. We then show that a rapid reversed-phase separation reduces back exchange for HDX by at least 25%, resulting from the dramatically reduced retention time of the peptide fragments on the column. The influence of retention time on back exchange was also evaluated. The rapid separation coupled with high-resolution FT-ICR MS at 14.5 T provides high amino acid sequence coverage, high sample throughput, and high reproducibility and reliability.


Subject(s)
Chromatography, Liquid/methods , Deuterium Exchange Measurement/methods , Mass Spectrometry/methods , Proteins/chemistry , Animals , Deuterium/chemistry , Gonadotropin-Releasing Hormone/chemistry , Horses , Hydrogen/chemistry , Hydrogen-Ion Concentration , Myoglobin/chemistry , Temperature
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