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1.
J Am Chem Soc ; 142(4): 1882-1894, 2020 01 29.
Article in English | MEDLINE | ID: mdl-31880439

ABSTRACT

Chemically stabilized peptides have attracted intense interest by academics and pharmaceutical companies due to their potential to hit currently "undruggable" targets. However, engineering an optimal sequence, stabilizing linker location, and physicochemical properties is a slow and arduous process. By pairing non-natural amino acid incorporation and cell surface click chemistry in bacteria with high-throughput sorting, we developed a method to quantitatively select high affinity ligands and applied the Stabilized Peptide Evolution by E. coli Display technique to develop disrupters of the therapeutically relevant MDM2-p53 interface. Through in situ stabilization on the bacterial surface, we demonstrate rapid isolation of stabilized peptides with improved affinity and novel structures. Several peptides evolved a second loop including one sequence (Kd = 1.8 nM) containing an i, i+4 disulfide bond. NMR structural determination indicated a bent helix in solution and bound to MDM2. The bicyclic peptide had improved protease stability, and we demonstrated that protease resistance could be measured both on the bacterial surface and in solution, enabling the method to test and/or screen for additional drug-like properties critical for biologically active compounds.


Subject(s)
Directed Molecular Evolution , Escherichia coli Proteins/chemistry , Escherichia coli/metabolism , Peptides/chemistry , Amino Acids/chemistry , Nuclear Magnetic Resonance, Biomolecular
2.
Nat Biomed Eng ; 2(10): 761-772, 2018 Oct.
Article in English | MEDLINE | ID: mdl-30854249

ABSTRACT

The risk stratification of prostate cancer and breast cancer tumours from patients relies on histopathology, selective genomic testing, or on other methods employing fixed formalin tissue samples. However, static biomarker measurements from bulk fixed-tissue samples provide limited accuracy and actionability. Here, we report the development of a live-primary-cell phenotypic-biomarker assay with single-cell resolution, and its validation with prostate cancer and breast cancer tissue samples for the prediction of post-surgical adverse pathology. The assay includes a collagen-I/fibronectin extracellular-matrix formulation, dynamic live-cell biomarkers, a microfluidic device, machine-vision analysis and machine-learning algorithms, and generates predictive scores of adverse pathology at the time of surgery. Predictive scores for the risk stratification of 59 prostate cancer patients and 47 breast cancer patients, with values for area under the curve in receiver-operating-characteristic curves surpassing 80%, support the validation of the assay and its potential clinical applicability for the risk stratification of cancer patients.

3.
Protein Sci ; 21(11): 1754-67, 2012 Nov.
Article in English | MEDLINE | ID: mdl-23011806

ABSTRACT

VapBC pairs account for 45 out of 88 identified toxin-antitoxin (TA) pairs in the Mycobacterium tuberculosis (Mtb) H37Rv genome. A working model suggests that under times of stress, antitoxin molecules are degraded, releasing the toxins to slow the metabolism of the cell, which in the case of VapC toxins is via their RNase activity. Otherwise the TA pairs remain bound to their promoters, autoinhibiting transcription. The crystal structure of Rv0301-Rv0300, an Mtb VapBC TA complex determined at 1.49 Å resolution, suggests a mechanism for these three functions: RNase activity, its inhibition by antitoxin, and its ability to bind promoter DNA. The Rv0301 toxin consists of a core of five parallel beta strands flanked by alpha helices. Three proximal aspartates coordinate a Mg²âº ion forming the putative RNase active site. The Rv0300 antitoxin monomer is extended in structure, consisting of an N-terminal beta strand followed by four helices. The last two helices wrap around the toxin and terminate near the putative RNase active site, but with different conformations. In one conformation, the C-terminal arginine interferes with Mg²âº ion coordination, suggesting a mechanism by which the antitoxin can inhibit toxin activity. At the N-terminus of the antitoxin, two pairs of Ribbon-Helix-Helix (RHH) motifs are related by crystallographic twofold symmetry. The resulting hetero-octameric complex is similar to the FitAB system, but the two RHH motifs are about 30 Å closer together in the Rv0301-Rv0300 complex, suggesting either a different span of the DNA recognition sequence or a conformational change.


Subject(s)
Bacterial Proteins/chemistry , DNA-Binding Proteins/chemistry , Magnesium/chemistry , Membrane Glycoproteins/chemistry , Mycobacterium tuberculosis/metabolism , RNA/metabolism , Amino Acid Sequence , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Bacterial Toxins/chemistry , Bacterial Toxins/genetics , Bacterial Toxins/metabolism , Catalytic Domain , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Genes, Bacterial , Magnesium/metabolism , Membrane Glycoproteins/genetics , Membrane Glycoproteins/metabolism , Models, Molecular , Molecular Sequence Data , Mycobacterium tuberculosis/genetics , Protein Structure, Tertiary , Protein Subunits , RNA/chemistry , Sequence Alignment
4.
Diabetes ; 57(12): 3189-98, 2008 Dec.
Article in English | MEDLINE | ID: mdl-18776137

ABSTRACT

OBJECTIVE: The complexity of interactions between genes and the environment is a major challenge for type 1 diabetes studies. Nuclear chromatin is the interface between genetics and environment and the principal carrier of epigenetic information. Because histone tail modifications in chromatin are linked to gene transcription, we hypothesized that histone methylation patterns in cells from type 1 diabetic patients can provide novel epigenetic insights into type 1 diabetes and its complications. RESEARCH DESIGN AND METHODS: We used chromatin immunoprecipitation (ChIP) linked to microarray (ChIP-chip) approach to compare genome-wide histone H3 lysine 9 dimethylation (H3K9me2) patterns in blood lymphocytes and monocytes from type 1 diabetic patients versus healthy control subjects. Bioinformatics evaluation of methylated candidates was performed by Ingenuity Pathway Analysis (IPA) tools. RESULTS: A subset of genes in the type 1 diabetic cohort showed significant increase in H3K9me2 in lymphocytes but not in monocytes. CLTA4, a type 1 diabetes susceptibility gene, was one of the candidates displaying increased promoter H3K9me2 in type 1 diabetes. IPA identified two high-scoring networks that encompassed genes showing altered H3K9me2. Many of them were associated with autoimmune and inflammation-related pathways, such as transforming growth factor-beta, nuclear factor-kappaB, p38 mitogen-activated protein kinase, toll-like receptor, and interleukin-6. IPA also revealed biological relationships between these networks and known type 1 diabetes candidate genes. CONCLUSIONS: The concerted and synergistic alteration of histone methylation within the identified network in lymphocytes might have an effect on the etiology of type 1 diabetes and its complications. These studies provide evidence of a novel association between type 1 diabetes and altered histone methylation of key genes that are components of type 1 diabetes-related biological pathways and also a new understanding of the pathology of type 1 diabetes.


Subject(s)
Chromatin/genetics , Diabetes Mellitus, Type 1/genetics , Epigenesis, Genetic/genetics , Histones/genetics , Lymphocytes/metabolism , Lysine/analogs & derivatives , Adolescent , Adult , Child , Child, Preschool , Cohort Studies , Environment , Genetic Predisposition to Disease , Humans , Insulin-Secreting Cells/pathology , Lysine/genetics , Middle Aged , Oligonucleotide Array Sequence Analysis , Polymerase Chain Reaction , T-Lymphocytes/immunology , Young Adult
5.
Nature ; 453(7199): 1266-70, 2008 Jun 26.
Article in English | MEDLINE | ID: mdl-18500332

ABSTRACT

Understanding the energetics of molecular interactions is fundamental to all of the central quests of structural biology including structure prediction and design, mapping evolutionary pathways, learning how mutations cause disease, drug design, and relating structure to function. Hydrogen-bonding is widely regarded as an important force in a membrane environment because of the low dielectric constant of membranes and a lack of competition from water. Indeed, polar residue substitutions are the most common disease-causing mutations in membrane proteins. Because of limited structural information and technical challenges, however, there have been few quantitative tests of hydrogen-bond strength in the context of large membrane proteins. Here we show, by using a double-mutant cycle analysis, that the average contribution of eight interhelical side-chain hydrogen-bonding interactions throughout bacteriorhodopsin is only 0.6 kcal mol(-1). In agreement with these experiments, we find that 4% of polar atoms in the non-polar core regions of membrane proteins have no hydrogen-bond partner and the lengths of buried hydrogen bonds in soluble proteins and membrane protein transmembrane regions are statistically identical. Our results indicate that most hydrogen-bond interactions in membrane proteins are only modestly stabilizing. Weak hydrogen-bonding should be reflected in considerations of membrane protein folding, dynamics, design, evolution and function.


Subject(s)
Membrane Proteins/chemistry , Membrane Proteins/metabolism , Bacteriorhodopsins/chemistry , Bacteriorhodopsins/genetics , Bacteriorhodopsins/metabolism , Crystallography, X-Ray , Deuterium Exchange Measurement , Hydrogen Bonding , Membrane Proteins/genetics , Models, Molecular , Mutation/genetics , Protein Folding , Solubility , Thermodynamics
6.
J Infect Dis ; 188(1): 40-52, 2003 Jul 01.
Article in English | MEDLINE | ID: mdl-12825169

ABSTRACT

Varicella-zoster virus (VZV) causes varicella, establishes neuronal latency, and can reactivate, resulting in herpes zoster. VZV-specific T cells are important for controlling infection. VZV immediate early protein 62 (IE62) is recognized by cytotoxic T cells from immune individuals, but no CD8(+) T cell epitopes have been defined for any VZV protein. CD8(+) T cell frequencies were assessed by cytokine flow cytometry (CFC), by use of synthetic-peptide pools corresponding to the IE62 sequence. IE62 peptide-specific CD8(+) T cells were below the threshold of detection, by direct CFC of either whole blood or peripheral blood mononuclear cells (PBMCs). Activated CD8(+)CD69(+) T cells that produced interferon-gamma were detectable after in vitro restimulation of PBMCs, and restricted epitopes were identified for HLA-A*0201-positive subjects. Varicella vaccination of 3 VZV-immune subjects was associated with increases in IE62 peptide-specific CD8(+) T cells, a finding indicating that in vivo re-exposure boosts memory immunity to this important viral protein.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Chickenpox Vaccine/immunology , Epitopes, T-Lymphocyte/immunology , Herpesvirus 3, Human/immunology , Immediate-Early Proteins/immunology , Trans-Activators/immunology , Viral Envelope Proteins/immunology , Adolescent , Adult , Amino Acid Sequence , Chickenpox/immunology , Epitopes, T-Lymphocyte/analysis , Female , Flow Cytometry , HLA-A2 Antigen/immunology , Humans , Male , Middle Aged , Vaccination
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