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1.
SLAS Discov ; 29(1): 52-58, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37844762

ABSTRACT

N-linked glycosylation is a common post-translational modification that has various effects on multiple types of proteins. The extent to which an N-linked glycoprotein is modified and the identity of glycans species involved is of great interest to the biopharmaceutical industry, since glycosylation can impact the efficacy and safety of therapeutic monoclonal antibodies (mAbs). mAbs lacking core fucose, for example, display enhanced clinical efficacy through increased antibody-dependent cellular cytotoxicity. We performed a genome-wide CRISPR knockout screen in Chinese hamster ovary (CHO) cells, the workhorse cell culture system for industrial production of mAbs, aimed at identifying novel regulators of protein fucosylation. Using a lectin binding assay, we identified 224 gene perturbations that significantly alter protein fucosylation, including well-known glycosylation genes. This functional genomics framework could readily be extended and applied to study the genetic pathways involved in regulation of other glycoforms. We hope this resource will provide useful guidance toward the development of next generation CHO cell lines and mAb therapeutics.


Subject(s)
Antibodies, Monoclonal , Genomics , Cricetinae , Animals , Cricetulus , Glycosylation , CHO Cells , Antibodies, Monoclonal/genetics
2.
Glycobiology ; 33(5): 364-368, 2023 06 03.
Article in English | MEDLINE | ID: mdl-36881660

ABSTRACT

Monoclonal antibodies comprise a major class of biologic therapeutics and are also extensively studied in immunology. Given the importance of glycans on antibodies, fluorescent labeling of enzymatically released glycans and their LC/MS analysis is routinely used for in-depth characterization of antibody glycosylation. In this technical note, we propose a method for facile characterization of glycans in the variable region of antibodies using sequential enzymatic digests with Endoglycosidase-S2 and RapidTM Peptide-N-Glycosidase-F followed by labeling with a fluorescent dye carrying an NHS-carbamate moiety. The results and proposed mechanism also suggest that the choice of glycosidases along with the labeling chemistry is critical for accurate glycan analysis for a desired application.


Subject(s)
Polysaccharides , Polysaccharides/immunology , Immunoglobulin G/immunology , Glycosylation
3.
MAbs ; 14(1): 2044977, 2022.
Article in English | MEDLINE | ID: mdl-35275041

ABSTRACT

N-terminal heterogeneity resulting from non-uniform signal peptide (SP) cleavage can potentially affect biologics property attributes and result in extended product development timelines. Few studies are available on engineering SPs systematically to address miscleavage issues. Herein, we developed a novel high throughput computational pipeline capable of generating millions of SP mutant sequences that uses the SignalP 5.0 deep learning model to predict which of these mutants are likely to alleviate the N-terminal miscleavage in antibodies. We optimized the parameters to target mutating one or two amino acids at the C-terminus of 84 unique SPs, exhausting all theoretically possible combinations and resulting in a library of 296,077 unique wildtype and mutant signal peptides for in silico screening of each antibody. We applied this method to five antibodies against different targets, with various extent of miscleavage (2.3% to 100%) on their Lambda light chains. In each case, multiple SP mutants were generated, with miscleavage reduced to a non-detectable level and titers comparable with or better than that of the original SPs. Pairwise mutational analysis using an in silico library enriched with high-scoring mutants revealed patterns of amino acids at the C-terminus of SPs, providing insights beyond the "Heijne rule". To our knowledge, no similar approach that combines high throughput in silico mutagenesis and screening with SP cleavage prediction has been reported in the literature. This method can be applied to both the light chain and heavy chain of antibodies, regardless of their initial extent of miscleavage, provides optimized solutions for individual cases, and facilitates the development of antibody therapeutics.Abbreviations: Aa, amino acids; CHO, Chinese hamster ovary; CNN, convolutional neural network; CSscore, cleavage site score; CSV, comma-separated values; HC, heavy chain; HEK, human embryonic kidney; HPLC, high-performance liquid chromatography; IgG, immunoglobulin G; IGLV, immunoglobulin G Lambda variable; LC, light chain; LCMS, liquid chromatography-mass spectrometry; MS, mass spectrometry; PCR, polymerase chain reaction; PBS, phosphate-buffered saline; PEI, polyethylenimine; SP, signal peptide; SPase, signal peptidase; TCEP, tris(2-carboxyethyl) phosphine; TOF, time-of-flight.


Subject(s)
Antibodies, Monoclonal , Protein Sorting Signals , Animals , Antibodies, Monoclonal/chemistry , CHO Cells , Cricetinae , Cricetulus , Humans , Mutagenesis , Protein Sorting Signals/genetics
4.
MAbs ; 3(5): 487-94, 2011.
Article in English | MEDLINE | ID: mdl-21814039

ABSTRACT

The DVD-Ig (TM) protein is a dual-specific immunoglobulin. Each of the two arms of the molecule contains two variable domains, an inner variable domain and an outer variable domain linked in tandem, each with binding specificity for different targets or epitopes. One area of on-going research involves determining how the proximity of the outer variable domain affects the binding of ligands to the inner variable domain. To explore this area, we prepared a series of DVD-Ig proteins with binding specificities toward TNFα and an alternate therapeutic target. Kinetic measurements of TNFα binding to this series of DVD-Ig proteins were used to probe the effects of variable domain position and linker design on ligand on- and off-rates. We found that affinities for TNFα are generally lower when binding to the inner domain than to the outer domain and that this loss of affinity is primarily due to reduced association rate. This effect could be mitigated, to some degree, by linker design. We show several linker sequences that mitigate inner domain affinity losses in this series of DVD-Ig proteins. Moreover, we show that single chain proteolytic cleavage between the inner and outer domains, or complete outer domain removal, can largely restore inner domain TNFα affinity to that approaching the reference antibody. Taken together, these results suggest that a loss of affinity for inner variable domains in this set of DVD-Ig proteins may be largely driven by simple steric hindrance effects and can be reduced by careful linker design.


Subject(s)
Antibodies, Monoclonal/chemistry , Drug Design , Immunoglobulin Variable Region/chemistry , Tumor Necrosis Factor-alpha/metabolism , Amino Acid Sequence , Antibodies, Monoclonal/immunology , Antibodies, Monoclonal/metabolism , Humans , Immunoglobulin Variable Region/metabolism , Kinetics , Ligands , Molecular Sequence Data , Protein Binding , Protein Engineering , Protein Structure, Tertiary
5.
J Neurosci Methods ; 200(2): 144-52, 2011 Sep 15.
Article in English | MEDLINE | ID: mdl-21762727

ABSTRACT

The transient receptor potential vanilloid receptor type 1 (TRPV1) is a non-selective cation channel expressed in both the peripheral and the central nervous systems. To quantitatively determine TRPV1 protein levels in native rat tissues, novel monoclonal antibodies were raised against full-length recombinant human TRPV1 protein and utilized to develop a sandwich ELISA assay. Monoclonal antibody 10E3-1A2 specifically recognized TRPV1 protein and the recognition epitope was determined to reside in amino acids 45-58 of human and rat TRPV1. Using the TRPV1 polyclonal antibody ABRK4 as the capturing antibody and the monoclonal antibody 10E3-1A2 as the detection antibody, a sandwich ELISA that detected both human and rat TRPV1 protein was established. Recombinant human TRPV1 heterologously expressed in mammalian HEK293-F cells, which showed high ligand-binding affinity, was purified by TRPV1 monoclonal antibody affinity chromatography and used as protein standard to quantify TRPV1 protein levels. This ELISA detected TRPV1 protein as low as 1.5ng/ml (15pM), and was able to determine TRPV1 protein levels in native rat tissues such as DRG and spinal cord. This is the first TRPV1 sandwich ELISA that determines the abundance of TRPV1 protein in different tissues. It provides a powerful tool to quantify changes of TRPV1 protein levels in pathological states.


Subject(s)
Enzyme-Linked Immunosorbent Assay/methods , Ganglia, Spinal/metabolism , Spinal Cord/metabolism , TRPV Cation Channels/analysis , TRPV Cation Channels/metabolism , Animals , Antibodies, Monoclonal/metabolism , Dose-Response Relationship, Drug , Gene Expression Regulation/genetics , Gene Expression Regulation/physiology , HEK293 Cells , Humans , Hybridomas , Immunodominant Epitopes , Immunoprecipitation , Isoquinolines/pharmacokinetics , Protein Binding/drug effects , Rats , TRPV Cation Channels/genetics , TRPV Cation Channels/immunology , Transfection/methods , Tritium/pharmacokinetics , Urea/analogs & derivatives , Urea/pharmacokinetics
6.
Methods Enzymol ; 485: 293-309, 2010.
Article in English | MEDLINE | ID: mdl-21050924

ABSTRACT

Despite increasing use of cell-based assays in biomedical research and drug discovery, one challenge is the adequate supply of high-quality cells expressing the target of interest. To this end, stable cell lines expressing the target are often established, maintained, and expanded in large-scale cell culture. These steps require significant investment of time and resources. Moreover, variability occurs regularly in cell yield, viability, expression, and target activities. In particular, stable expression of many targets, such as ion channels, causes toxicity, cell line degeneration, and loss of functional activity. To circumvent these problems, we utilize large-scale transient transfection (LSTT) to generate a large quantity of cells, which are cryopreserved and readily available for use in cell-based functional assays. Here we describe the application of LSTT cells to ion channel and G protein-coupled receptor (GPCR) assays in a drug discovery setting. This approach can also be applied to many other assay formats and target classes.


Subject(s)
Drug Evaluation, Preclinical/methods , Ion Channels/metabolism , Receptors, G-Protein-Coupled/metabolism , Transfection/methods , Animals , Calcium/analysis , Calcium/metabolism , Cell Line , Cryopreservation/methods , Drug Evaluation, Preclinical/economics , Electrophysiology/methods , Fluorescence Resonance Energy Transfer/methods , Humans , Ion Channels/genetics , Receptors, G-Protein-Coupled/genetics , Transfection/economics
7.
Protein Expr Purif ; 65(1): 38-50, 2009 May.
Article in English | MEDLINE | ID: mdl-19121396

ABSTRACT

TRPV1 is a ligand-gated cation channel that is involved in acute thermal nociception and neurogenic inflammation. By using the GP67 signal peptide, high levels of full-length human TRPV1 was expressed in High Five insect cells using the baculovirus expression system. The functional activity of the expressed TRPV1 was confirmed by whole-cell ligand-gated ion flux recordings in the presence of capsaicin and low pH and via specific ligand binding to the isolated cellular membranes. Efficient solubilization and purification protocols have resulted in milligram amounts of detergent-solubilized channel at 80-90% purity after Ni2+ IMAC chromatography and size exclusion chromatography. Western blot analysis of amino and carboxyl terminal domains and MS of tryptic digestions of purified protein confirmed the presence of the full-length human TRPV1. Specific ligand binding experiments confirmed the protein integrity of the purified human TRPV1.


Subject(s)
Baculoviridae , Gene Expression , Recombinant Proteins/biosynthesis , Recombinant Proteins/isolation & purification , TRPV Cation Channels/biosynthesis , TRPV Cation Channels/isolation & purification , Animals , Cell Line , Humans , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Spodoptera , TRPV Cation Channels/chemistry , TRPV Cation Channels/genetics
8.
Proc Natl Acad Sci U S A ; 104(19): 7875-80, 2007 May 08.
Article in English | MEDLINE | ID: mdl-17470806

ABSTRACT

The pituitary adenylate cyclase-activating polypeptide (PACAP) receptor is a class II G protein-coupled receptor that contributes to many different cellular functions including neurotransmission, neuronal survival, and synaptic plasticity. The solution structure of the potent antagonist PACAP (residues 6'-38') complexed to the N-terminal extracellular (EC) domain of the human splice variant hPAC1-R-short (hPAC1-R(S)) was determined by NMR. The PACAP peptide adopts a helical conformation when bound to hPAC1-R(S) with a bend at residue A18' and makes extensive hydrophobic and electrostatic interactions along the exposed beta-sheet and interconnecting loops of the N-terminal EC domain. Mutagenesis data on both the peptide and the receptor delineate the critical interactions between the C terminus of the peptide and the C terminus of the EC domain that define the high affinity and specificity of hormone binding to hPAC1-R(S). These results present a structural basis for hPAC1-R(S) selectivity for PACAP versus the vasoactive intestinal peptide and also differentiate PACAP residues involved in binding to the N-terminal extracellular domain versus other parts of the full-length hPAC1-R(S) receptor. The structural, mutational, and binding data are consistent with a model for peptide binding in which the C terminus of the peptide hormone interacts almost exclusively with the N-terminal EC domain, whereas the central region makes contacts to both the N-terminal and other extracellular parts of the receptor, ultimately positioning the N terminus of the peptide to contact the transmembrane region and result in receptor activation.


Subject(s)
Pituitary Adenylate Cyclase-Activating Polypeptide/chemistry , Receptors, Pituitary Adenylate Cyclase-Activating Polypeptide/chemistry , Amino Acid Sequence , Animals , Humans , Mice , Molecular Sequence Data , Mutation , Pituitary Adenylate Cyclase-Activating Polypeptide/metabolism , Protein Structure, Secondary , Protein Structure, Tertiary , Receptors, Corticotropin-Releasing Hormone/chemistry , Receptors, Pituitary Adenylate Cyclase-Activating Polypeptide/metabolism , Solutions
9.
Mol Pharmacol ; 71(5): 1209-16, 2007 May.
Article in English | MEDLINE | ID: mdl-17314320

ABSTRACT

As a member of the transient receptor potential (TRP) ion channel superfamily, the ligand-gated ion channel TRPA1 has been implicated in nociceptive function and pain states. The endogenous ligands that activate TRPA1 remain unknown. However, various agonists have been identified, including environmental irritants (e.g., acrolein) and ingredients of pungent natural products [e.g., allyl isothiocyanate (ITC), cinnamaldehyde, allicin, and gingerol]. In general, these agents are either highly reactive, nonselective, or not potent or efficacious, significantly limiting their utilities in the study of TRPA1 channel properties and biological functions. In a search for novel TRPA1 agonists, we identified 3'-carbamoylbiphenyl-3-yl cyclohexylcarbamate (URB597), a potent and systemically active inhibitor of fatty acid amide hydrolase (FAAH). This enzyme is responsible for anandamide degradation and therefore has been pursued as an antinociceptive and antiepileptic drug target. Using Ca(2+) influx assays and patch-clamp techniques, we demonstrated that URB597 could activate heterologously expressed human and rat TRPA1 channels, whereas two other FAAH inhibitors (i.e., URB532 and Compound 7) had no effect. When applied to inside-out membrane patches expressing rat TRPA1, URB597 elicited single-channel activities with a unitary conductance of 40 pS. Furthermore, URB597 activated TRPA1 channels endogenously expressed in a population of rat dorsal root ganglion neurons that also responded to ITC. In contrast to its effect on TRPA1, URB597 inhibited TRPM8 and had no effects on TRPV1 or TRPV4. Thus, we conclude that URB597 is a novel agonist of TRPA1 and probably activates the channel through a direct gating mechanism.


Subject(s)
Amidohydrolases/antagonists & inhibitors , Benzamides/pharmacology , Calcium Channels/metabolism , Carbamates/pharmacology , Ion Channel Gating/drug effects , Nerve Tissue Proteins/metabolism , Transient Receptor Potential Channels/metabolism , Animals , Ankyrins , Benzamides/chemistry , Carbamates/chemistry , Cell Membrane/drug effects , Ganglia, Spinal/drug effects , Ganglia, Spinal/metabolism , Gene Expression/drug effects , Humans , Male , Neurons/drug effects , Neurons/metabolism , Rats , Rats, Sprague-Dawley , TRPA1 Cation Channel , TRPC Cation Channels , TRPM Cation Channels/metabolism , TRPV Cation Channels/metabolism , Transfection
10.
J Biomol Screen ; 12(1): 61-9, 2007 Feb.
Article in English | MEDLINE | ID: mdl-17099245

ABSTRACT

Despite increasing use of cell-based assays in high-throughput screening (HTS) and lead optimization, one challenge is the adequate supply of high-quality cells expressing the target of interest. To this end, cell lines stably expressing targets are often established, maintained, and scaled up by cell culture. These steps require large investments of time and resources. Moreover, significant variability invariably occurs in cell yield, viability, expression levels, and target activities. In particular, stable expression of targets such as transient receptor potential A1 (TRPA1) causes toxicity, cell line degeneration, and loss of functional activity. Therefore, in an effort to identify TRPA1 antagonists, the authors used large-scale transiently transfected (LSTT) cells, enabling rapid establishment of assays suitable for HTS. LSTT cells, which could- be stored frozen for a long period of time (e.g., at least 42 weeks), retained TRPA1 protein expression and could be easily revived to produce robust and consistent signals in calcium influx and electrophysiological assays. Using cells from a single transfection, a chemical library of 700,000 compounds was screened, and TRPA1 antagonists were identified. The use of LSTT circumvented issues associated with stable TRPA1 expression, increased flexibility and consistency, and greatly reduced labor and cost. This approach will also be applicable to other pharmaceutical targets.


Subject(s)
Membrane Transport Modulators/analysis , Membrane Transport Modulators/pharmacology , Nerve Tissue Proteins/antagonists & inhibitors , Transfection , Transient Receptor Potential Channels/agonists , Calcium/metabolism , Calcium Channels/metabolism , Clone Cells , Electrophysiology , Fluorescence , Freezing , Humans , Nerve Tissue Proteins/metabolism , TRPA1 Cation Channel , Transient Receptor Potential Channels/metabolism
11.
J Med Chem ; 49(12): 3520-35, 2006 Jun 15.
Article in English | MEDLINE | ID: mdl-16759095

ABSTRACT

A series of (5-substituted pyrrolidinyl-2-carbonyl)-2-cyanopyrrolidine (C5-Pro-Pro) analogues was discovered as dipeptidyl peptidase IV (DPPIV) inhibitors as a potential treatment of diabetes and obesity. X-ray crystallography data show that these inhibitors bind to the catalytic site of DPPIV with the cyano group forming a covalent bond with the serine residue of DPPIV. The C5-substituents make various interactions with the enzyme and affect potency, chemical stability, selectivity, and PK properties of the inhibitors. Optimized analogues are extremely potent with subnanomolar K(i)'s, are chemically stable, show very little potency decrease in the presence of plasma, and exhibit more than 1,000-fold selectivity against related peptidases. The best compounds also possess good PK and are efficacious in lowering blood glucose in an oral glucose tolerance test in ZDF rats.


Subject(s)
Anti-Obesity Agents/chemical synthesis , Dipeptidyl Peptidase 4/metabolism , Hypoglycemic Agents/chemical synthesis , Nitriles/chemical synthesis , Protease Inhibitors/chemical synthesis , Pyrrolidines/chemical synthesis , Animals , Anti-Obesity Agents/pharmacokinetics , Anti-Obesity Agents/pharmacology , Blood Glucose/analysis , Catalytic Domain , Crystallography, X-Ray , Drug Stability , Glucose Tolerance Test , Humans , Hypoglycemic Agents/pharmacokinetics , Hypoglycemic Agents/pharmacology , Models, Molecular , Nitriles/pharmacokinetics , Nitriles/pharmacology , Protease Inhibitors/pharmacokinetics , Protease Inhibitors/pharmacology , Pyrrolidines/pharmacokinetics , Pyrrolidines/pharmacology , Rats , Rats, Sprague-Dawley , Rats, Zucker , Stereoisomerism , Structure-Activity Relationship
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