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1.
Proteins ; 87(3): 185-197, 2019 03.
Article in English | MEDLINE | ID: mdl-30520519

ABSTRACT

We combined computational and experimental methods to interrogate the binding determinants of angiopoietin-2 (Ang2) to its receptor tyrosine kinase (RTK) Tie2-a central signaling system in angiogenesis, inflammation, and tumorigenesis. We used physics-based electrostatic and surface-area calculations to identify the subset of interfacial Ang2 and Tie2 residues that can affect binding directly. Using random and site-directed mutagenesis and yeast surface display (YSD), we validated these predictions and identified additional Ang2 positions that affected receptor binding. We then used burial-based calculations to classify the larger set of Ang2 residues that are buried in the Ang2 core, whose mutations can perturb the Ang2 structure and thereby affect interactions with Tie2 indirectly. Our analysis showed that the Ang2-Tie2 interface is dominated by nonpolar contributions, with only three Ang2 and two Tie2 residues that contribute electrostatically to intermolecular interactions. Individual interfacial residues contributed only moderately to binding, suggesting that engineering of this interface will require multiple mutations to reach major effects. Conversely, substitutions in substantially buried Ang2 residues were more prevalent in our experimental screen, reduced binding substantially, and are therefore more likely to have a deleterious effect that might contribute to oncogenesis. Computational analysis of additional RTK-ligand complexes, c-Kit-SCF and M-CSF-c-FMS, and comparison to previous YSD results, further show the utility of our combined methodology.


Subject(s)
Multiprotein Complexes/chemistry , Protein Interaction Maps/genetics , Receptor, TIE-2/chemistry , Vesicular Transport Proteins/chemistry , Carcinogenesis/genetics , Computer Simulation , Humans , Inflammation/genetics , Ligands , Multiprotein Complexes/genetics , Mutagenesis, Site-Directed , Mutation/genetics , Neovascularization, Pathologic/genetics , Protein Binding/genetics , Proto-Oncogene Proteins c-kit/chemistry , Receptor, TIE-2/genetics , Signal Transduction/genetics , Stem Cell Factor/chemistry , Vesicular Transport Proteins/genetics
2.
J Med Chem ; 61(19): 8859-8874, 2018 10 11.
Article in English | MEDLINE | ID: mdl-30212625

ABSTRACT

Kallikrein-related peptidase 6 (KLK6) is a secreted serine protease that belongs to the family of tissue kallikreins (KLKs). Many KLKs are investigated as potential biomarkers for cancer as well as therapeutic drug targets for a number of pathologies. KLK6, in particular, has been implicated in neurodegenerative diseases and cancer, but target validation has been hampered by a lack of selective inhibitors. This work introduces a class of depsipeptidic KLK6 inhibitors, discovered via high-throughput screening, which were found to function as substrate mimics that transiently acylate the catalytic serine of KLK6. Detailed structure-activity relationship studies, aided by in silico modeling, uncovered strict structural requirements for potency, stability, and acyl-enzyme complex half-life. An optimized scaffold, DKFZ-251, demonstrated good selectivity for KLK6 compared to other KLKs, and on-target activity in a cellular assay. Moreover, DKFZ-633, an inhibitor-derived activity-based probe, could be used to pull down active endogenous KLK6.


Subject(s)
Cell Proliferation/drug effects , Depsipeptides/pharmacology , Enzyme Inhibitors/pharmacology , Kallikreins/antagonists & inhibitors , Neoplasms/drug therapy , Depsipeptides/chemistry , Enzyme Inhibitors/chemistry , High-Throughput Screening Assays , Humans , Models, Molecular , Neoplasms/enzymology , Neoplasms/pathology , Protein Conformation , Structure-Activity Relationship , Tumor Cells, Cultured
3.
J Mol Biol ; 429(1): 97-114, 2017 01 06.
Article in English | MEDLINE | ID: mdl-27890784

ABSTRACT

The stem cell factor (SCF)/c-Kit receptor tyrosine kinase complex-with its significant roles in hematopoiesis and angiogenesis-is an attractive target for rational drug design. There is thus a need to map, in detail, the SCF/c-Kit interaction sites and the mechanisms that modulate this interaction. While most residues in the direct SCF/c-Kit binding interface can be identified from the existing crystal structure of the complex, other residues that affect binding through protein unfolding, intermolecular interactions, allosteric or long-distance electrostatic effects cannot be directly inferred. Here, we describe an efficient method for protein-wide epitope mapping using yeast surface display. A library of single SCF mutants that span the SCF sequence was screened for decreased affinity to soluble c-Kit. Sequencing of selected clones allowed the identification of mutations that reduce SCF binding affinity to c-Kit. Moreover, the screening of these SCF clones for binding to a structural antibody helped identify mutations that result in small or large conformational changes in SCF. Computational modeling of the experimentally identified mutations showed that these mutations reduced the binding affinity through one of the three scenarios: through SCF destabilization, through elimination of favorable SCF/c-Kit intermolecular interactions, or through allosteric changes. Eight SCF variants were expressed and purified. Experimentally measured in vitro binding affinities of these mutants to c-Kit confirmed both the yeast surface display selection results and the computational predictions. This study has thus identified the residues crucial for c-Kit/SCF binding and has demonstrated the advantages of using a combination of computational and combinatorial methods for epitope mapping.


Subject(s)
Protein Interaction Mapping , Proto-Oncogene Proteins c-kit/metabolism , Stem Cell Factor/metabolism , Cell Surface Display Techniques , Computational Biology , DNA Mutational Analysis , Models, Molecular , Mutant Proteins/chemistry , Mutant Proteins/genetics , Mutant Proteins/metabolism , Point Mutation , Protein Binding , Protein Conformation , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Stem Cell Factor/chemistry , Stem Cell Factor/genetics
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