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1.
Structure ; 27(9): 1443-1451.e6, 2019 09 03.
Article in English | MEDLINE | ID: mdl-31353240

ABSTRACT

Targeting both integrins αVß3 and α5ß1 simultaneously appears to be more effective in cancer therapy than targeting each one alone. The structural requirements for bispecific binding of ligand to integrins have not been fully elucidated. RGD-containing knottin 2.5F binds selectively to αVß3 and α5ß1, whereas knottin 2.5D is αVß3 specific. To elucidate the structural basis of this selectivity, we determined the structures of 2.5F and 2.5D as apo proteins and in complex with αVß3, and compared their interactions with integrins using molecular dynamics simulations. These studies show that 2.5D engages αVß3 by an induced fit, but conformational selection of a flexible RGD loop accounts for high-affinity selective binding of 2.5F to both integrins. The contrasting binding of the highly flexible low-affinity linear RGD peptides to multiple integrins suggests that a "Goldilocks zone" of conformational flexibility of the RGD loop in 2.5F underlies its selective binding promiscuity to integrins.


Subject(s)
Cystine-Knot Miniproteins/metabolism , Integrin alphaVbeta3/chemistry , Integrin alphaVbeta3/metabolism , Receptors, Vitronectin/chemistry , Receptors, Vitronectin/metabolism , Binding Sites , Humans , Integrin alphaVbeta3/genetics , K562 Cells , Models, Molecular , Molecular Dynamics Simulation , Mutation , Protein Binding , Protein Conformation , Receptors, Vitronectin/genetics
2.
Biochemistry ; 56(43): 5720-5725, 2017 10 31.
Article in English | MEDLINE | ID: mdl-28952732

ABSTRACT

Homochirality is a general feature of biological macromolecules, and Nature includes few examples of heterochiral proteins. Herein, we report on the design, chemical synthesis, and structural characterization of heterochiral proteins possessing loops of amino acids of chirality opposite to that of the rest of a protein scaffold. Using the protein Ecballium elaterium trypsin inhibitor II, we discover that selective ß-alanine substitution favors the efficient folding of our heterochiral constructs. Solution nuclear magnetic resonance spectroscopy of one such heterochiral protein reveals a homogeneous global fold. Additionally, steered molecular dynamics simulation indicate ß-alanine reduces the free energy required to fold the protein. We also find these heterochiral proteins to be more resistant to proteolysis than homochiral l-proteins. This work informs the design of heterochiral protein architectures containing stretches of both d- and l-amino acids.


Subject(s)
Cucurbitaceae/chemistry , Molecular Dynamics Simulation , Plant Proteins/chemistry , Protein Folding , Cucurbitaceae/genetics , Plant Proteins/genetics , Protein Domains
3.
J Am Chem Soc ; 137(1): 6-9, 2015 Jan 14.
Article in English | MEDLINE | ID: mdl-25486381

ABSTRACT

Molecules that target and inhibit αvß3, αvß5, and α5ß1 integrins have generated great interest because of the role of these receptors in mediating angiogenesis and metastasis. Attempts to increase the binding affinity and hence the efficacy of integrin inhibitors by dimerization have been marginally effective. In the present work, we achieved this goal by using oxime-based chemical conjugation to synthesize dimers of integrin-binding cystine knot (knottin) miniproteins with low-picomolar binding affinity to tumor cells. A non-natural amino acid containing an aminooxy side chain was introduced at different locations within a knottin monomer and reacted with dialdehyde-containing cross-linkers of different lengths to create knottin dimers with varying molecular topologies. Dimers cross-linked through an aminooxy functional group located near the middle of the protein exhibited higher apparent binding affinity to integrin-expressing tumor cells compared with dimers cross-linked through an aminooxy group near the C-terminus. In contrast, the cross-linker length had no effect on the integrin binding affinity. A chemical-based dimerization strategy was critical, as knottin dimers created through genetic fusion to a bivalent antibody domain exhibited only modest improvement (less than 5-fold) in tumor cell binding relative to the knottin monomer. The best oxime-conjugated knottin dimer achieved an unprecedented 150-fold increase in apparent binding affinity over the knottin monomer. Also, this dimer bound 3650-fold stronger and inhibited tumor cell migration and proliferation compared with cilengitide, an integrin-targeting peptidomimetic that performed poorly in recent clinical trials, suggesting promise for further therapeutic development.


Subject(s)
Cell Movement/drug effects , Cross-Linking Reagents/chemistry , Cystine-Knot Miniproteins/chemistry , Cystine-Knot Miniproteins/pharmacology , Integrins/antagonists & inhibitors , Integrins/chemistry , Neoplasms/pathology , Protein Multimerization , Binding Sites/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , Cystine-Knot Miniproteins/chemical synthesis , Dose-Response Relationship, Drug , Humans , Integrins/metabolism , Models, Molecular , Molecular Structure , Structure-Activity Relationship
4.
Proteins ; 82 Suppl 2: 26-42, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24318984

ABSTRACT

For the last two decades, CASP has assessed the state of the art in techniques for protein structure prediction and identified areas which required further development. CASP would not have been possible without the prediction targets provided by the experimental structural biology community. In the latest experiment, CASP10, more than 100 structures were suggested as prediction targets, some of which appeared to be extraordinarily difficult for modeling. In this article, authors of some of the most challenging targets discuss which specific scientific question motivated the experimental structure determination of the target protein, which structural features were especially interesting from a structural or functional perspective, and to what extent these features were correctly reproduced in the predictions submitted to CASP10. Specifically, the following targets will be presented: the acid-gated urea channel, a difficult to predict transmembrane protein from the important human pathogen Helicobacter pylori; the structure of human interleukin (IL)-34, a recently discovered helical cytokine; the structure of a functionally uncharacterized enzyme OrfY from Thermoproteus tenax formed by a gene duplication and a novel fold; an ORFan domain of mimivirus sulfhydryl oxidase R596; the fiber protein gene product 17 from bacteriophage T7; the bacteriophage CBA-120 tailspike protein; a virus coat protein from metagenomic samples of the marine environment; and finally, an unprecedented class of structure prediction targets based on engineered disulfide-rich small proteins.


Subject(s)
Computational Biology/methods , Protein Conformation , Proteins/chemistry , Amino Acid Sequence , Models, Molecular , Molecular Sequence Data , Proteins/genetics , Sequence Alignment
5.
Amino Acids ; 44(2): 673-81, 2013 Feb.
Article in English | MEDLINE | ID: mdl-22945905

ABSTRACT

A novel protein scaffold based on the cystine knot domain of the agouti-related protein (AgRP) has been used to engineer mutants that can bind to the α(v)ß(3) integrin receptor with high affinity and specificity. In the current study, an (18)F-labeled AgRP mutant (7C) was prepared and evaluated as a positron emission tomography (PET) probe for imaging tumor angiogenesis. AgRP-7C was synthesized by solid phase peptide synthesis and site-specifically conjugated with 4-nitrophenyl 2-(18/19)F-fluoropropionate ((18/19)F-NFP) to produce the fluorinated peptide, (18/19)F-FP-AgRP-7C. Competition binding assays were used to measure the relative affinities of AgRP-7C and (19)F-FP-AgRP-7C to human glioblastoma U87MG cells that overexpress α(v)ß(3) integrin. In addition, biodistribution, metabolic stability, and small animal PET imaging studies were conducted with (18)F-FP-AgRP-7C using U87MG tumor-bearing mice. Both AgRP-7C and (19)F-FP-AgRP-7C specifically competed with (125)I-echistatin for binding to U87MG cells with half maximal inhibitory concentration (IC(50)) values of 9.40 and 8.37 nM, respectively. Non-invasive small animal PET imaging revealed that (18)F-FP-AgRP-7C exhibited rapid and good tumor uptake (3.24 percentage injected dose per gram [% ID/g] at 0.5 h post injection [p.i.]). The probe was rapidly cleared from the blood and from most organs, resulting in excellent tumor-to-normal tissue contrasts. Tumor uptake and rapid clearance were further confirmed with biodistribution studies. Furthermore, co-injection of (18)F-FP-AgRP-7C with a large molar excess of blocking peptide c(RGDyK) significantly inhibited tumor uptake in U87MG xenograft models, demonstrating the integrin-targeting specificity of the probe. Metabolite assays showed that the probe had high stability, making it suitable for in vivo applications. (18)F-FP-AgRP-7C exhibits promising in vivo properties such as rapid tumor targeting, good tumor uptake, and excellent tumor-to-normal tissue ratios, and warrants further investigation as a novel PET probe for imaging tumor angiogenesis.


Subject(s)
Agouti-Related Protein , Neoplasms/diagnosis , Radiopharmaceuticals , Agouti-Related Protein/chemistry , Agouti-Related Protein/metabolism , Animals , Cell Line, Tumor , Diagnostic Imaging , Female , Fluorine Radioisotopes/chemistry , Fluorine Radioisotopes/metabolism , Humans , Mice , Mice, Nude , Neoplasms/diagnostic imaging , Neoplasms/pathology , Neovascularization, Pathologic/diagnosis , Neovascularization, Pathologic/diagnostic imaging , Radionuclide Imaging , Radiopharmaceuticals/chemistry , Radiopharmaceuticals/metabolism
6.
Radiology ; 259(2): 329-45, 2011 May.
Article in English | MEDLINE | ID: mdl-21502390

ABSTRACT

UNLABELLED: Ovarian cancer is the most lethal of the gynecologic malignancies. Because ovarian cancer symptoms are subtle and nonspecific, the diagnosis is often delayed until the disease is well advanced. Overall 5-year survival is a rather dismal 50% but can be improved to greater than 90% if the disease is confined to the ovary at the time of diagnosis (generally in fewer than 25% of patients). Effective screening tools are currently not available. Owing to the rather low incidence of the disease in the general population, potential screening tests must provide very high specificity to avoid unnecessary interventions in false-positive cases. This article reviews currently available serum biomarkers and imaging tests for the early detection of ovarian cancer and provides an outlook on the potential improvements in these noninvasive diagnostic tools that may lead to successful implementation in a screening program. SUPPLEMENTAL MATERIAL: http://radiology.rsna.org/lookup/suppl/doi:10.1148/radiol.11090563/-/DC1.


Subject(s)
Biomarkers, Tumor/blood , CA-125 Antigen/blood , Diagnostic Imaging , Ovarian Neoplasms/diagnosis , Contrast Media , Early Diagnosis , Female , Humans , Mass Screening , Ovarian Neoplasms/epidemiology , Ovarian Neoplasms/etiology , Sensitivity and Specificity , Survival Analysis
7.
Proteins ; 77(2): 359-69, 2009 Nov 01.
Article in English | MEDLINE | ID: mdl-19452550

ABSTRACT

There is a critical need for compounds that target cell surface integrin receptors for applications in cancer therapy and diagnosis. We used directed evolution to engineer the Ecballium elaterium trypsin inhibitor (EETI-II), a knottin peptide from the squash family of protease inhibitors, as a new class of integrin-binding agents. We generated yeast-displayed libraries of EETI-II by substituting its 6-amino acid trypsin binding loop with 11-amino acid loops containing the Arg-Gly-Asp integrin binding motif and randomized flanking residues. These libraries were screened in a high-throughput manner by fluorescence-activated cell sorting to identify mutants that bound to alpha(v)beta(3) integrin. Select peptides were synthesized and were shown to compete for natural ligand binding to integrin receptors expressed on the surface of U87MG glioblastoma cells with half-maximal inhibitory concentration values of 10-30 nM. Receptor specificity assays demonstrated that engineered knottin peptides bind to both alpha(v)beta(3) and alpha(v)beta(5) integrins with high affinity. Interestingly, we also discovered a peptide that binds with high affinity to alpha(v)beta(3), alpha(v)beta(5), and alpha(5)beta(1) integrins. This finding has important clinical implications because all three of these receptors can be coexpressed on tumors. In addition, we showed that engineered knottin peptides inhibit tumor cell adhesion to the extracellular matrix protein vitronectin, and in some cases fibronectin, depending on their integrin binding specificity. Collectively, these data validate EETI-II as a scaffold for protein engineering, and highlight the development of unique integrin-binding peptides with potential for translational applications in cancer.


Subject(s)
Integrin alpha5beta1/metabolism , Integrin alphaVbeta3/metabolism , Peptides/metabolism , Receptors, Vitronectin/metabolism , Trypsin Inhibitors/metabolism , Amino Acid Sequence , Cell Adhesion/physiology , Cell Line, Tumor , Cystine/genetics , Cystine/metabolism , Directed Molecular Evolution , Humans , Molecular Sequence Data , Peptide Library , Peptides/chemistry , Peptides/genetics , Protein Engineering , Trypsin Inhibitors/chemistry , Trypsin Inhibitors/genetics
8.
Lab Chip ; 9(8): 1033-6, 2009 Apr 21.
Article in English | MEDLINE | ID: mdl-19350081

ABSTRACT

We report the utilization of microfluidic technology to phage selection and demonstrate that accurate control of washing stringency in our microfluidic magnetic separator (MMS) directly impacts the diversity of isolated peptide sequences. Reproducible generation of magnetic and fluidic forces allows controlled washing conditions that enable rapid convergence of selected peptide sequences. These findings may provide a foundation for the development of automated microsystems for rapid in vitro directed evolution of affinity reagents.


Subject(s)
Microfluidic Analytical Techniques/instrumentation , Microfluidic Analytical Techniques/methods , Peptide Library , Amino Acid Sequence , Magnetics , Microfluidic Analytical Techniques/standards , Molecular Sequence Data , Peptides/analysis , Quality Control , Reproducibility of Results , Sensitivity and Specificity
9.
PLoS Med ; 5(8): e170, 2008 Aug 19.
Article in English | MEDLINE | ID: mdl-18715113

ABSTRACT

BACKGROUND: Increasing efforts and financial resources are being invested in early cancer detection research. Blood assays detecting tumor biomarkers promise noninvasive and financially reasonable screening for early cancer with high potential of positive impact on patients' survival and quality of life. For novel tumor biomarkers, the actual tumor detection limits are usually unknown and there have been no studies exploring the tumor burden detection limits of blood tumor biomarkers using mathematical models. Therefore, the purpose of this study was to develop a mathematical model relating blood biomarker levels to tumor burden. METHODS AND FINDINGS: Using a linear one-compartment model, the steady state between tumor biomarker secretion into and removal out of the intravascular space was calculated. Two conditions were assumed: (1) the compartment (plasma) is well-mixed and kinetically homogenous; (2) the tumor biomarker consists of a protein that is secreted by tumor cells into the extracellular fluid compartment, and a certain percentage of the secreted protein enters the intravascular space at a continuous rate. The model was applied to two pathophysiologic conditions: tumor biomarker is secreted (1) exclusively by the tumor cells or (2) by both tumor cells and healthy normal cells. To test the model, a sensitivity analysis was performed assuming variable conditions of the model parameters. The model parameters were primed on the basis of literature data for two established and well-studied tumor biomarkers (CA125 and prostate-specific antigen [PSA]). Assuming biomarker secretion by tumor cells only and 10% of the secreted tumor biomarker reaching the plasma, the calculated minimally detectable tumor sizes ranged between 0.11 mm(3) and 3,610.14 mm(3) for CA125 and between 0.21 mm(3) and 131.51 mm(3) for PSA. When biomarker secretion by healthy cells and tumor cells was assumed, the calculated tumor sizes leading to positive test results ranged between 116.7 mm(3) and 1.52 x 10(6) mm(3) for CA125 and between 27 mm(3) and 3.45 x 10(5) mm(3) for PSA. One of the limitations of the study is the absence of quantitative data available in the literature on the secreted tumor biomarker amount per cancer cell in intact whole body animal tumor models or in cancer patients. Additionally, the fraction of secreted tumor biomarkers actually reaching the plasma is unknown. Therefore, we used data from published cell culture experiments to estimate tumor cell biomarker secretion rates and assumed a wide range of secretion rates to account for their potential changes due to field effects of the tumor environment. CONCLUSIONS: This study introduced a linear one-compartment mathematical model that allows estimation of minimal detectable tumor sizes based on blood tumor biomarker assays. Assuming physiological data on CA125 and PSA from the literature, the model predicted detection limits of tumors that were in qualitative agreement with the actual clinical performance of both biomarkers. The model may be helpful in future estimation of minimal detectable tumor sizes for novel proteomic biomarker assays if sufficient physiologic data for the biomarker are available. The model may address the potential and limitations of tumor biomarkers, help prioritize biomarkers, and guide investments into early cancer detection research efforts.


Subject(s)
Biomarkers, Tumor/blood , Biomarkers, Tumor/metabolism , Mass Screening , Models, Biological , Neoplasms/diagnosis , Neoplasms/pathology , CA-125 Antigen/blood , Cell Count , Humans , Neoplasm Proteins/blood , Neoplasm Proteins/metabolism , Neoplasms/blood , Prostate-Specific Antigen/blood , Prostate-Specific Antigen/metabolism , Proteomics
10.
J Am Chem Soc ; 130(36): 11921-7, 2008 Sep 10.
Article in English | MEDLINE | ID: mdl-18710226

ABSTRACT

We have developed a computational design strategy based on the alpha-helical coiled-coil to generate modular peptide motifs capable of assembling into metalloporphyrin arrays of varying lengths. The current study highlights the extension of a two-metalloporphyrin array to a four-metalloporphyrin array through the incorporation of a coiled-coil repeat unit. Molecular dynamics simulations demonstrate that the initial design evolves rapidly to a stable structure with a small rmsd compared to the original model. Biophysical characterization reveals elongated proteins of the desired length, correct cofactor stoichiometry, and cofactor specificity. The successful extension of the two-porphyrin array demonstrates how this methodology serves as a foundation to create linear assemblies of organized electrically and optically responsive cofactors.


Subject(s)
Metalloporphyrins/chemistry , Nanostructures/chemistry , Peptides/chemistry , Amino Acid Sequence , Circular Dichroism , Computer Simulation , Electron Spin Resonance Spectroscopy , Ferric Compounds/chemical synthesis , Ferric Compounds/chemistry , Metalloporphyrins/chemical synthesis , Models, Molecular , Molecular Conformation , Molecular Sequence Data , Molecular Weight , Peptides/chemical synthesis , Protein Structure, Secondary , Spectrophotometry, Ultraviolet , Thermodynamics
11.
J Am Chem Soc ; 127(5): 1346-7, 2005 Feb 09.
Article in English | MEDLINE | ID: mdl-15686346

ABSTRACT

We report the complete de novo design of a four-helix bundle protein that selectively binds the nonbiological DPP-Fe(III) metalloporphyrin cofactor (DPP-Fe(III) = 5, 15-Di[(4-carboxymethyleneoxy)phenyl]porphinato iron(III)). A tetrameric, D2-symmetric backbone scaffold was constructed to encapsulate two DPP-Fe(III) units through bis(His) coordination. The complete sequence was determined with the aid of the statistical computational design algorithm SCADS. The 34-residue peptide was chemically synthesized. UV-vis and CD spectroscopy, size-exclusion chromatography, and analytical ultracentrifugation indicated the peptide undergoes a transition from a predominantly random coil monomer to an alpha-helical tetramer upon binding DPP-Fe(III). EPR spectroscopy studies indicated the axial imidazole ligands were oriented in a perpendicular fashion, as defined by second-shell interactions that were included in the design. The 1-D 1H NMR spectrum of the assembled protein displayed features of a well-packed interior. The assembled protein possessed functional redox properties different from those of structurally similar systems containing the heme cofactor. The designed peptide demonstrated remarkable cofactor selectivity with a significantly weaker binding affinity for the natural heme cofactor. These findings open a path for the selective incorporation of more elaborate cofactors into designed scaffolds for constructing molecularly well-defined nanoscale materials.


Subject(s)
Ferric Compounds/chemistry , Metalloproteins/chemistry , Amino Acid Sequence , Electron Spin Resonance Spectroscopy , Ferric Compounds/chemical synthesis , Heme/chemistry , Imidazoles/chemical synthesis , Imidazoles/chemistry , Metalloproteins/chemical synthesis , Models, Molecular , Molecular Sequence Data , Potentiometry , Protein Structure, Quaternary , Protein Structure, Secondary , Spectrophotometry, Ultraviolet
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