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1.
Int J Mol Sci ; 25(3)2024 Feb 05.
Artigo em Inglês | MEDLINE | ID: mdl-38339208

RESUMO

Structure and function of therapeutic antibodies can be modulated by a variety of post-translational modifications (PTM). Tyrosine (Tyr) sulfation is a type of negatively charged PTM that occurs during protein trafficking through the Golgi. In this study, we discovered that an anti-interleukin (IL)-4 human IgG1, produced by transiently transfected HEK293 cells, contained a fraction of unusual negatively charged species. Interestingly, the isolated acidic species exhibited a two-fold higher affinity to IL-4 and a nearly four-fold higher potency compared to the main species. Mass spectrometry (MS) showed the isolated acidic species possessed an +80-Dalton from the expected mass, suggesting an occurrence of Tyr sulfation. Consistent with this hypothesis, we show the ability to control the acidic species during transient expression with the addition of Tyr sulfation inhibitor sodium chlorate or, conversely, enriched the acidic species from 30% to 92% of the total antibody protein when the IL-4 IgG was co-transfected with tyrosylprotein sulfotransferase genes. Further MS and mutagenesis analysis identified a Tyr residue at the light chain complementarity-determining region-1 (CDRL-1), which was sulfated specifically. These results together have demonstrated for the first time that Tyr sulfation at CDRL-1 could modulate antibody binding affinity and potency to a human immune cytokine.


Assuntos
Interleucina-4 , Tirosina , Humanos , Tirosina/metabolismo , Células HEK293 , Complexo de Golgi/metabolismo , Mutagênese
2.
Anal Chem ; 93(18): 6980-6988, 2021 05 11.
Artigo em Inglês | MEDLINE | ID: mdl-33913686

RESUMO

Hydrogen exchange-mass spectrometry (HX-MS) is widely recognized for its potential utility for establishing the equivalence of the higher-order structures of proteins, particularly in comparability and similarity contexts. However, recent progress in the statistical analysis of HX-MS data has instead placed an emphasis on significance testing to identify regions of proteins where there are significant differences in HX between two or more protein states. In the cases involving assessment of similarity or equivalence of the higher-order structure of different protein samples (e.g., biosimilars), significance testing of HX-MS data is unsuitable. To meet this need, we have adapted the univariate two one-sided test (TOST) equivalence testing method for HX-MS data. Equivalence acceptance criteria were determined using maximum deviations from randomized resampling of truly equivalent samples to define hybrid equivalence criteria (maximum deviation of true equivalents, MDTE). Application of the TOST-MDTE test on differential HX-MS measurements of wild-type and mutated maltose-binding proteins demonstrates that the equivalence testing method was fit-for-purpose. Three infliximab biosimilars (Remsima, Renflexis, and Inflectra) were found to be equivalent to their Remicade reference product based on differential HX-MS measurements, while 5% deglycosylated NIST mAb was not statistically equivalent to the unmodified NIST mAb reference.


Assuntos
Medicamentos Biossimilares , Hidrogênio , Infliximab , Proteínas Ligantes de Maltose , Espectrometria de Massas
3.
Appl Microbiol Biotechnol ; 104(22): 9655-9669, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32997205

RESUMO

The disulfide reduction of intact monoclonal antibodies (mAbs) and subsequent formation of low molecular weight (LMW) species pose a direct risk to product stability, potency, and patient safety. Although enzymatic mechanisms of reduction are well established, an understanding of the cellular mechanisms during the bioreactor process leading to increased risk of disulfide reduction after harvest remains elusive. In this study, we examined bench, pilot, and manufacturing-scale batches of two mAbs expressed in Chinese hamster ovary (CHO) cells, where harvested cell culture fluid (HCCF) occasionally demonstrated disulfide reduction. Comparative proteomics highlighted a significant elevation in glyceraldehyde-3-phosphate dehydrogenase (GAPDH) levels in a highly reducing batch of HCCF, compared to a non-reducing batch. Analysis during production cell culture showed that increased GAPDH gene and protein expression correlated to disulfide reduction risk in HCCF in every case examined. Additionally, glucose 6-phosphate dehydrogenase (G6PD) activity and an increased (≥ 300%) lactate/pyruvate molar ratio (lac/pyr) during production cell culture correlated to disulfide reduction risk, suggesting a metabolic shift to the pentose phosphate pathway (PPP). In all, these results suggest that metabolic alterations during cell culture lead to changes in protein expression and enzyme activity that in turn increase the risk of disulfide reduction in HCCF. KEY POINTS: • Bioreactor conditions resulted in reduction susceptible harvest material. • GAPDH expression, G6PD activity, and lac/pyr ratio correlated with mAb reduction. • Demonstrated role for cell metabolic changes in post-harvest mAb reduction. Graphical abstract.


Assuntos
Anticorpos Monoclonais , Formação de Anticorpos , Animais , Células CHO , Cricetinae , Cricetulus , Dissulfetos , Humanos
4.
Eur J Pharm Biopharm ; 146: 111-124, 2020 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-31841688

RESUMO

Biosimilars are poised to reduce prices and increase patient access to expensive, but highly effective biologic products. However, questions still remain about the degree of similarity and scarcity of information on biosimilar products from outside of the US/EU in the public domain. Thus, as an independent entity, we performed a comparative analysis between the innovator, Rituxan® (manufactured by Genentech/Roche), and a Russian rituximab biosimilar, Acellbia® (manufactured by Biocad). We evaluated biosimilarity of these two products by a variety of state-of-the-art analytical mass spectrometry techniques, including tandem MS mapping, HX-MS, IM-MS, and intact MS. Both were found to be generally similar regarding primary and higher order structure, though differences were identified in terms of glycoform distribution levels of C-terminal Lys, N-terminal pyroGlu, charge variants and soluble aggregates. Notably, we confirmed that the biosimilar had a higher level of afucosylated glycans, resulting in a stronger FcγIIIa binding affinity and increased ADCC activity. Taken together, our work provides a comprehensive comparison of Rituxan® and Acellbia®.


Assuntos
Antineoplásicos Imunológicos/farmacologia , Medicamentos Biossimilares/farmacologia , Receptores de IgG/metabolismo , Rituximab/farmacologia , Antineoplásicos Imunológicos/química , Medicamentos Biossimilares/química , Linhagem Celular Tumoral , Proteínas Ligadas por GPI/metabolismo , Glicosilação , Humanos , Polissacarídeos/química , Rituximab/química
5.
Anal Chem ; 91(11): 7336-7345, 2019 06 04.
Artigo em Inglês | MEDLINE | ID: mdl-31045344

RESUMO

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.


Assuntos
Anticorpos Monoclonais/química , Espectrometria de Massa com Troca Hidrogênio-Deutério , Fragmentos Fab das Imunoglobulinas/análise
6.
Anal Chem ; 91(13): 8017-8024, 2019 07 02.
Artigo em Inglês | MEDLINE | ID: mdl-31099552

RESUMO

Hydrogen exchange-mass spectrometry (HX-MS) is widely promoted for its ability to detect subtle perturbations in protein structure, but such perturbations will result in small differences in HX. However, the detection limit of HX-MS has not been widely investigated, nor is there a useful approach for defining the detection limit of HX-MS measurements. In this work, we designed a well-characterized structural variant spiking model to investigate the detection limit of conventional peptide-based HX-MS. The detection limit was challenged by spiking small fractions of a structural variant (modeled using maltose binding protein W169G mutant) into a reference protein (wild-type maltose binding protein). As little as 5% of the structural variant could be detected. The small structural perturbation was not resolvable by far UV circular dichroism, differential scanning calorimetry, or size exclusion chromatography. Furthermore, we validated the ability of the hybrid statistical analysis approach, presented in a companion paper (10.1021/acs.analchem.9b01325), to reliably identify small, significant differences in HX-MS measurements. With our structural variant spiking model, we demonstrate a benchmarking approach for determining a detection limit of HX-MS for detection of changes in higher-order structure that might be encountered in protein structural comparability and similarity assessment applications.


Assuntos
Medição da Troca de Deutério/métodos , Proteínas de Escherichia coli/análise , Escherichia coli/química , Proteínas Ligantes de Maltose/análise , Espectrometria de Massas/métodos , Escherichia coli/genética , Proteínas de Escherichia coli/genética , Limite de Detecção , Proteínas Ligantes de Maltose/genética , Modelos Moleculares , Mutação Puntual , Conformação Proteica
7.
Anal Chem ; 91(13): 8008-8016, 2019 07 02.
Artigo em Inglês | MEDLINE | ID: mdl-31099554

RESUMO

Differential hydrogen exchange-mass spectrometry (HX-MS) measurements are valuable for identification of differences in the higher order structures of proteins. Typically, the data sets are large with many differential HX values corresponding to many peptides monitored at several labeling times. To eliminate subjectivity and reliably identify significant differences in HX-MS measurements, a statistical analysis approach is needed. In this work, we performed null HX-MS measurements (i.e., no meaningful differences) on maltose binding protein and infliximab, a monoclonal antibody, to evaluate the reliability of different statistical analysis approaches. Null measurements are useful for directly evaluating the risk (i.e., falsely classifying a difference as significant) and power (i.e., failing to classify a true difference as significant) associated with different statistical analysis approaches. With null measurements, we identified weaknesses in the approaches commonly used. Individual tests of significance were prone to false positives due to the problem of multiple comparisons. Incorporation of Bonferroni correction led to unacceptably large limits of detection, severely decreasing the power. Analysis methods using a globally estimated significance limit also led to an overestimation of the limit of detection, leading to a loss of power. Here, we demonstrate a hybrid statistical analysis, based on volcano plots, that combines individual significance testing with an estimated global significance limit, that simultaneously decreased the risk of false positives and retained superior power. Furthermore, we highlight the utility of null HX-MS measurements to explicitly evaluate the criteria used to classify a difference in HX as significant.


Assuntos
Medição da Troca de Deutério/métodos , Espectrometria de Massas/métodos , Algoritmos , Fármacos Dermatológicos/análise , Escherichia coli/química , Proteínas de Escherichia coli/análise , Infliximab/análise , Proteínas Ligantes de Maltose/análise , Modelos Moleculares , Reprodutibilidade dos Testes
8.
J Pharm Sci ; 108(6): 1964-1972, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30684538

RESUMO

Deamidation is an important degradation pathway for proteins. Estimating deamidation propensities is essential for predicting their long-term stability. However, predicting deamidation rates in folded proteins is challenging because higher-order structure has a significant and unpredictable effect on deamidation. Here, we investigated the correlation between amide hydrogen exchange (HX) and deamidation to assess the potential of using hydrogen exchange-mass spectrometry (HX-MS) to rapidly predict deamidation propensity. Maltose-binding protein and a structurally less stable mutant, W169G, were stored in the dark at pH 7.0 at 23 ± 2°C for 1 year. Deamidation at each asparagine site was measured using liquid chromatography-mass spectrometry after trypsin digestion. Deamidation rates at each deamidation site were determined based on first-order kinetics. HX rates at the deamidation sites were determined before storage using the shortest peptic peptide containing each site using conventional bottom-up HX-MS at pD 7.0 at 25°C. We observed a power law correlation between deamidation half-life and HX half-life for the NG sites with measurable kinetics. For NA sites, slow deamidation was only observed at 2 sites located in rapidly exchanging regions. Our findings demonstrate that HX-MS can be used to reliably and rapidly rank deamidation propensity in folded proteins.


Assuntos
Amidas/química , Asparagina/química , Espectrometria de Massa com Troca Hidrogênio-Deutério , Proteínas Ligantes de Maltose/química , Modelos Químicos , Química Farmacêutica , Estabilidade de Medicamentos , Armazenamento de Medicamentos , Estudos de Viabilidade , Meia-Vida , Proteínas Ligantes de Maltose/genética , Proteínas Ligantes de Maltose/farmacocinética , Estabilidade Proteica , Reprodutibilidade dos Testes
10.
Pharm Res ; 36(1): 24, 2018 Dec 10.
Artigo em Inglês | MEDLINE | ID: mdl-30536043

RESUMO

PURPOSE: Tryptophan's (Trp) unique hydrophobic and structural properties make it an important antigen binding motif when positioned in complementarity-determining regions (CDRs) of monoclonal antibodies (mAbs). Oxidation of Trp residues within the CDR can deleteriously impact antigen binding, particularly if the CDR conformation is altered. The goal of this study was to evaluate the conformational and functional impact of Trp oxidation for two mAb subtypes, which is essential in determining the structure-function relationship and establishing appropriate analytical control strategies during protein therapeutics development. METHODS: Selective Trp oxidation was induced by 2,2'-Azobis(2-amidinopropane) dihydrochloride (AAPH) treatment in the presence of free methionine (Met). The native and chemically oxidized mAbs were characterized by hydrogen-deuterium exchange mass spectrometry (HDX-MS) for conformational changes and surface plasmon resonance (SPR) for antigen-antibody binding. RESULTS: Treatment of mAbs with AAPH selectively oxidized solvent accessible Trp residues. Oxidation of Trp within or in proximity of CDRs increased conformational flexibility in variable domains and disrupted antigen binding. CONCLUSIONS: Trp oxidation in CDRs can adversely impact mAbs' conformation and antigen binding. Trp oxidation should be carefully evaluated as part of critical quality attribute assessments. Oxidation susceptible Trp should be closely monitored during process development for mAbs to establish appropriate analytical control for manufacturing of drug substance and drug product.


Assuntos
Anticorpos Monoclonais/química , Regiões Determinantes de Complementaridade/química , Deutério/química , Hidrogênio/química , Triptofano/química , Antígenos/química , Medição da Troca de Deutério/métodos , Espectrometria de Massas/métodos , Oxirredução , Relação Estrutura-Atividade , Ressonância de Plasmônio de Superfície/métodos
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