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1.
PLoS One ; 8(10): e77728, 2013.
Article in English | MEDLINE | ID: mdl-24155972

ABSTRACT

Fluorescent protein-based sensors for detecting neuronal activity have been developed largely based on non-neuronal screening systems. However, the dynamics of neuronal state variables (e.g., voltage, calcium, etc.) are typically very rapid compared to those of non-excitable cells. We developed an electrical stimulation and fluorescence imaging platform based on dissociated rat primary neuronal cultures. We describe its use in testing genetically-encoded calcium indicators (GECIs). Efficient neuronal GECI expression was achieved using lentiviruses containing a neuronal-selective gene promoter. Action potentials (APs) and thus neuronal calcium levels were quantitatively controlled by electrical field stimulation, and fluorescence images were recorded. Images were segmented to extract fluorescence signals corresponding to individual GECI-expressing neurons, which improved sensitivity over full-field measurements. We demonstrate the superiority of screening GECIs in neurons compared with solution measurements. Neuronal screening was useful for efficient identification of variants with both improved response kinetics and high signal amplitudes. This platform can be used to screen many types of sensors with cellular resolution under realistic conditions where neuronal state variables are in relevant ranges with respect to timing and amplitude.


Subject(s)
Calcium Signaling , Calcium/metabolism , Genes, Reporter , Neurons/metabolism , Action Potentials/physiology , Animals , Cells, Cultured , Electric Stimulation , Fluorescence , Glutamic Acid/metabolism , Humans , Indicators and Reagents , Rats , Receptors, GABA/metabolism , Solutions
2.
J Neurosci ; 32(40): 13819-40, 2012 Oct 03.
Article in English | MEDLINE | ID: mdl-23035093

ABSTRACT

Genetically encoded calcium indicators (GECIs) are powerful tools for systems neuroscience. Recent efforts in protein engineering have significantly increased the performance of GECIs. The state-of-the art single-wavelength GECI, GCaMP3, has been deployed in a number of model organisms and can reliably detect three or more action potentials in short bursts in several systems in vivo. Through protein structure determination, targeted mutagenesis, high-throughput screening, and a battery of in vitro assays, we have increased the dynamic range of GCaMP3 by severalfold, creating a family of "GCaMP5" sensors. We tested GCaMP5s in several systems: cultured neurons and astrocytes, mouse retina, and in vivo in Caenorhabditis chemosensory neurons, Drosophila larval neuromuscular junction and adult antennal lobe, zebrafish retina and tectum, and mouse visual cortex. Signal-to-noise ratio was improved by at least 2- to 3-fold. In the visual cortex, two GCaMP5 variants detected twice as many visual stimulus-responsive cells as GCaMP3. By combining in vivo imaging with electrophysiology we show that GCaMP5 fluorescence provides a more reliable measure of neuronal activity than its predecessor GCaMP3. GCaMP5 allows more sensitive detection of neural activity in vivo and may find widespread applications for cellular imaging in general.


Subject(s)
Calcium Signaling , Fluorescent Dyes/chemistry , Fluorometry/methods , Green Fluorescent Proteins/chemistry , Neuroimaging/methods , Neurons/chemistry , Peptides/chemistry , Synaptic Transmission , Animals , Astrocytes/chemistry , Astrocytes/ultrastructure , Caenorhabditis elegans , Crystallography, X-Ray , Drosophila melanogaster/growth & development , Female , Fluorescent Dyes/analysis , Genes, Synthetic , Genetic Vectors , Green Fluorescent Proteins/analysis , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/isolation & purification , HEK293 Cells/chemistry , HEK293 Cells/ultrastructure , Hippocampus/chemistry , Hippocampus/cytology , Humans , Larva , Lasers , Mice , Models, Molecular , Mutagenesis, Site-Directed , Neuromuscular Junction/chemistry , Neuromuscular Junction/ultrastructure , Neurons/physiology , Neurons/ultrastructure , Neuropil/chemistry , Neuropil/physiology , Neuropil/ultrastructure , Olfactory Receptor Neurons/chemistry , Olfactory Receptor Neurons/physiology , Olfactory Receptor Neurons/ultrastructure , Peptides/analysis , Peptides/genetics , Photic Stimulation , Protein Conformation , Rats , Recombinant Fusion Proteins/analysis , Recombinant Fusion Proteins/chemistry , Recombinant Fusion Proteins/genetics , Retinal Bipolar Cells/chemistry , Retinal Bipolar Cells/physiology , Retinal Bipolar Cells/ultrastructure , Zebrafish/growth & development
3.
Proc Natl Acad Sci U S A ; 108(22): 9060-5, 2011 May 31.
Article in English | MEDLINE | ID: mdl-21576502

ABSTRACT

The ribosomal incorporation of nonnative amino acids into polypeptides in living cells provides the opportunity to endow therapeutic proteins with unique pharmacological properties. We report here the first clinical study of a biosynthetic protein produced using an expanded genetic code. Incorporation of p-acetylphenylalanine (pAcF) at distinct locations in human growth hormone (hGH) allowed site-specific conjugation with polyethylene glycol (PEG) to produce homogeneous hGH variants. A mono-PEGylated mutant hGH modified at residue 35 demonstrated favorable pharmacodynamic properties in GH-deficient rats. Clinical studies in GH-deficient adults demonstrated efficacy and safety comparable to native human growth hormone therapy but with increased potency and reduced injection frequency. This example illustrates the utility of nonnative amino acids to optimize protein therapeutics in an analogous fashion to the use of medicinal chemistry to optimize conventional natural products, low molecular weight drugs, and peptides.


Subject(s)
Human Growth Hormone/genetics , Human Growth Hormone/pharmacology , Animals , Dose-Response Relationship, Drug , Endocrinology/methods , Genetic Variation , Humans , Male , Mutation , Peptides/chemistry , Phenylalanine/analogs & derivatives , Phenylalanine/chemistry , Polyethylene Glycols/chemistry , Polymers/chemistry , Protein Engineering/methods , Rats , Rats, Sprague-Dawley , Ribosomes/chemistry
4.
MAbs ; 2(2): 190-8, 2010.
Article in English | MEDLINE | ID: mdl-20150758

ABSTRACT

The pathogenicity of Clostridium difficile (C. difficile) is mediated by the release of two toxins, A and B. Both toxins contain large clusters of repeats known as cell wall binding (CWB) domains responsible for binding epithelial cell surfaces. Several murine monoclonal antibodies were generated against the CWB domain of toxin A and screened for their ability to neutralize the toxin individually and in combination. Three antibodies capable of neutralizing toxin A all recognized multiple sites on toxin A, suggesting that the extent of surface coverage may contribute to neutralization. Combination of two noncompeting antibodies, denoted 3358 and 3359, enhanced toxin A neutralization over saturating levels of single antibodies. Antibody 3358 increased the level of detectable CWB domain on the surface of cells, while 3359 inhibited CWB domain cell surface association. These results suggest that antibody combinations that cover a broader epitope space on the CWB repeat domains of toxin A (and potentially toxin B) and utilize multiple mechanisms to reduce toxin internalization may provide enhanced protection against C. difficile-associated diarrhea.


Subject(s)
Antibodies, Monoclonal/metabolism , Antitoxins/metabolism , Clostridioides difficile/physiology , Enterocolitis, Pseudomembranous/drug therapy , Enterocolitis, Pseudomembranous/immunology , Animals , Antibodies, Monoclonal/immunology , Antitoxins/immunology , Bacterial Proteins/adverse effects , Bacterial Proteins/immunology , Bacterial Toxins/adverse effects , Bacterial Toxins/immunology , Binding Sites, Antibody/immunology , CHO Cells , Clostridioides difficile/pathogenicity , Cricetinae , Cricetulus , Diarrhea/etiology , Diarrhea/prevention & control , Drug Combinations , Enterocolitis, Pseudomembranous/microbiology , Enterocolitis, Pseudomembranous/physiopathology , Enterotoxins/adverse effects , Enterotoxins/immunology , Epitope Mapping , Humans , Mice , Protein Binding
5.
Protein Eng Des Sel ; 19(7): 325-36, 2006 Jul.
Article in English | MEDLINE | ID: mdl-16672248

ABSTRACT

The recombinant expression of immunoglobulin domains, Fabs and scFvs in particular, in Escherichia coli can vary significantly from antibody to antibody. We hypothesized that poor Fab expression is often linked to poor intrinsic stability. To investigate this further, we applied a novel approach for stabilizing a poorly expressing anti-tetanus toxoid human Fab with a predisposition for being misfolded and non-functional. Forty-five residues within the Fab were chosen for saturation mutagenesis based on residue frequency analysis and positional entropy calculations. Using automated screening, we determined the approximate midpoint temperature of thermal denaturation (TM) for over 4000 library members with a maximum theoretical diversity of 855 unique mutations. This dataset led to the identification of 11 residue positions, primarily in the Fv region, which when mutated enhanced Fab stability. By combining these mutations, the TM of the Fab was increased to 92 degrees C. Increases in Fab stability correlated with higher expressed Fab yields and higher levels of properly folded and functional protein. The mutations were selected based on their ability to increase the apparent stability of the Fab and therefore the exact mechanism behind the enhanced expression in E.coli remains undefined. The wild-type and two optimized Fabs were converted to an IgG1 format and expressed in mammalian cells. The optimized IgG1 molecules demonstrated identical gains in thermostability compared to the Fabs; however, the expression levels were unaffected suggesting that the eukaryotic secretion system is capable of correcting potential folding issues prevalent in E.coli. Overall, the results have significant implications for the bacterial expression of functional antibody domains as well as for the production of stable, high affinity therapeutic antibodies in mammalian cells.


Subject(s)
Escherichia coli/metabolism , Gene Expression Regulation , Immunoglobulin Fab Fragments/biosynthesis , Protein Engineering , Escherichia coli/genetics , Humans , Immunoglobulin Fab Fragments/genetics , Immunoglobulin Fab Fragments/isolation & purification , Immunoglobulin G/genetics , Immunoglobulin G/metabolism , Immunoglobulin Variable Region/biosynthesis , Immunoglobulin Variable Region/genetics , Immunoglobulin Variable Region/isolation & purification , Mutation , Pattern Recognition, Automated/methods , Peptide Library , Protein Denaturation , Protein Folding , Thermodynamics , Time Factors
6.
J Mol Biol ; 346(5): 1197-206, 2005 Mar 11.
Article in English | MEDLINE | ID: mdl-15713474

ABSTRACT

Clostridium difficile (C.difficile) is a nosocomially acquired intestinal bacillus which can cause chronic diarrhea and life-threatening colitis. The pathogenic effects of the bacillus are mediated by the release of two toxins, A and B. The C-terminal portions of both toxins are composed of 20 and 30 residue repeats known as cell wall binding (CWB) domains. We have cloned and expressed the CWB-domains of toxins A and B and several truncated CWB-domain constructs to investigate their structure and function. The smallest CWB-domain that folded in a cooperative manner was an 11 repeat construct of toxin A. This differentiates the C-terminal domains of toxins A and B from the CWB-domain of Streptococcus pneumoniae LytA, which only requires six repeats to fold. The 11 repeat toxin A construct bound Ca2+ directly with millimolar affinity and interacted with mammalian cell surfaces in a concentration and Ca2+-dependent fashion. Millimolar Ca2+ levels also accelerated toxin mediated CHO cell killing in an in vitro cell assay. Together, the data suggest a role for extracellular Ca2+ in the sensitization of toxin A/cell-surface interactions.


Subject(s)
Bacterial Proteins/chemistry , Bacterial Toxins/chemistry , Calcium/metabolism , Cell Wall/metabolism , Clostridioides difficile , Enterotoxins/chemistry , Amino Acid Sequence , Animals , Apoptosis , Bacterial Proteins/metabolism , Bacterial Proteins/toxicity , Bacterial Toxins/metabolism , Bacterial Toxins/toxicity , CHO Cells , Cloning, Molecular , Cricetinae , Enterotoxins/metabolism , Enterotoxins/toxicity , Molecular Sequence Data , Protein Binding , Protein Structure, Tertiary , Sequence Homology, Amino Acid , Streptococcus pneumoniae
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