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1.
Sci Transl Med ; 7(288): 288ra77, 2015 May 20.
Article in English | MEDLINE | ID: mdl-25995223

ABSTRACT

The emergence of drug resistance is a major limitation of current antimalarials. The discovery of new druggable targets and pathways including those that are critical for multiple life cycle stages of the malaria parasite is a major goal for developing next-generation antimalarial drugs. Using an integrated chemogenomics approach that combined drug resistance selection, whole-genome sequencing, and an orthogonal yeast model, we demonstrate that the cytoplasmic prolyl-tRNA (transfer RNA) synthetase (PfcPRS) of the malaria parasite Plasmodium falciparum is a biochemical and functional target of febrifugine and its synthetic derivative halofuginone. Febrifugine is the active principle of a traditional Chinese herbal remedy for malaria. We show that treatment with febrifugine derivatives activated the amino acid starvation response in both P. falciparum and a transgenic yeast strain expressing PfcPRS. We further demonstrate in the Plasmodium berghei mouse model of malaria that halofuginol, a new halofuginone analog that we developed, is active against both liver and asexual blood stages of the malaria parasite. Halofuginol, unlike halofuginone and febrifugine, is well tolerated at efficacious doses and represents a promising lead for the development of dual-stage next-generation antimalarials.


Subject(s)
Amino Acyl-tRNA Synthetases/antagonists & inhibitors , Antimalarials/pharmacology , Enzyme Inhibitors/pharmacology , Malaria, Falciparum/drug therapy , Piperidines/pharmacology , Plasmodium falciparum/drug effects , Protozoan Proteins/antagonists & inhibitors , Quinazolines/pharmacology , Quinazolinones/pharmacology , Amino Acyl-tRNA Synthetases/metabolism , Animals , Antimalarials/chemistry , Antimalarials/toxicity , Computer-Aided Design , Disease Models, Animal , Dose-Response Relationship, Drug , Drug Design , Drug Resistance , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/toxicity , Erythrocytes/parasitology , Liver/parasitology , Malaria, Falciparum/blood , Malaria, Falciparum/parasitology , Mice , Models, Molecular , Molecular Structure , Molecular Targeted Therapy , Piperidines/chemistry , Piperidines/toxicity , Plasmodium falciparum/enzymology , Protozoan Proteins/metabolism , Quinazolines/chemistry , Quinazolines/toxicity , Quinazolinones/chemistry , Quinazolinones/toxicity , Structure-Activity Relationship , Time Factors
2.
Protein Eng Des Sel ; 26(8): 515-21, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23788664

ABSTRACT

The inserted (I) domain of αLß2 integrin (LFA-1) contains the entire binding site of the molecule. It mediates both rolling and firm adhesion of leukocytes at sites of inflammation depending on the activation state of the integrin. The affinity change of the entire integrin can be mimicked by the I domain alone through mutations that affect the conformation of the molecule. High-affinity mutants of the I domain have been discovered previously using both rational design and directed evolution. We have found that binding affinity fails to dictate the behavior of I domain adhesion under shear flow. In order to better understand I domain adhesion, we have developed a novel panning method to separate yeast expressing a library of I domain variants on the surface by adhesion under flow. Using conditions analogous to those experienced by cells interacting with the post-capillary vascular endothelium, we have identified mutations supporting firm adhesion that are not found using typical directed evolution techniques that select for tight binding to soluble ligands. Mutants isolated using this method do not cluster with those found by sorting with soluble ligand. Furthermore, these mutants mediate shear-driven cell rolling dynamics decorrelated from binding affinity, as previously observed for I domains bearing engineered disulfide bridges to stabilize activated conformational states. Characterization of these mutants supports a greater understanding of the structure-function relationship of the αL I domain, and of the relationship between applied force and bioadhesion in a broader context.


Subject(s)
Flow Cytometry/methods , Lymphocyte Function-Associated Antigen-1/genetics , Lymphocyte Function-Associated Antigen-1/isolation & purification , Yeasts/cytology , Cell Adhesion , Humans , Lymphocyte Function-Associated Antigen-1/chemistry , Models, Molecular , Mutation , Protein Conformation , Protein Structure, Tertiary , Yeasts/genetics
3.
Langmuir ; 27(22): 13701-12, 2011 Nov 15.
Article in English | MEDLINE | ID: mdl-21942413

ABSTRACT

Elucidation of the relationship between targeting molecule binding properties and the adhesive behavior of therapeutic or diagnostic nanocarriers would aid in the design of optimized vectors and lead to improved efficacy. We measured the adhesion of 200-nm-diameter particles under fluid flow that was mediated by a diverse array of molecular interactions, including recombinant single-chain antibodies (scFvs), full antibodies, and the avidin/biotin interaction. Within the panel of scFvs, we used a family of mutants that display a spectrum of binding kinetics, allowing us to compare nanoparticle adhesion to bond chemistry. In addition, we explored the effect of molecular size by inserting a protein linker into the scFv fusion construct and by employing scFvs that are specific for targets with vastly different sizes. Using computational models, we extracted multivalent kinetic rate constants for particle attachment and detachment from the adhesion data and correlated the results to molecular binding properties. Our results indicate that the factors that increase encounter probability, such as adhesion molecule valency and size, directly enhance the rate of nanoparticle attachment. Bond kinetics had no influence on scFv-mediated nanoparticle attachment within the kinetic range tested, however, but did appear to affect antibody/antigen and avidin/biotin mediated adhesion. We attribute this finding to a combination of multivalent binding and differences in bond mechanical strength between recombinant scFvs and the other adhesion molecules. Nanoparticle detachment probability correlated directly with adhesion molecule valency and size, as well as the logarithm of the affinity for all molecules tested. On the basis of this work, scFvs can serve as viable targeting receptors for nanoparticles, but improvements to their bond mechanical strength would likely be required to fully exploit their tunable kinetic properties and maximize the adhesion efficiency of nanoparticles that bear them.


Subject(s)
Nanoparticles , Protein Engineering , Single-Chain Antibodies/metabolism , Avidin/metabolism , Biotin/metabolism , Kinetics , Protein Binding , Single-Chain Antibodies/chemistry
4.
Comb Chem High Throughput Screen ; 11(2): 127-34, 2008 Feb.
Article in English | MEDLINE | ID: mdl-18336206

ABSTRACT

Yeast surface display has become an increasingly popular tool for protein engineering and library screening applications. Recent advances have greatly expanded the capability of yeast surface display, and are highlighted by cell-based selections, epitope mapping, cDNA library screening, and cell adhesion engineering. In this review, we discuss the state-of-the-art yeast display methodologies and the rapidly expanding set of applications afforded by this technology.


Subject(s)
Saccharomyces cerevisiae/genetics , Animals , Cell Adhesion Molecules/genetics , DNA, Complementary/biosynthesis , DNA, Complementary/genetics , Epitope Mapping , Humans , Protein Engineering
5.
J Mol Biol ; 360(1): 37-44, 2006 Jun 30.
Article in English | MEDLINE | ID: mdl-16813834

ABSTRACT

Activated lymphocyte function-associated antigen-1 (LFA-1, alphaLbeta2 integrin) found on leukocytes facilitates firm adhesion to endothelial cell layers by binding to intercellular adhesion molecule-1 (ICAM-1), which is up-regulated on endothelial cells at sites of inflammation. Recent work has shown that LFA-1 in a pre-activation, low-affinity state may also be involved in the initial tethering and rolling phase of the adhesion cascade. The inserted (I) domain of LFA-1 contains the ligand-binding epitope of the molecule, and a conformational change in this region during activation increases ligand affinity. We have displayed wild-type I domain on the surface of yeast and validated expression using I domain specific antibodies and flow cytometry. Surface display of I domain supports yeast rolling on ICAM-1-coated surfaces under shear flow. Expression of a locked open, high-affinity I domain mutant supports firm adhesion of yeast, while yeast displaying intermediate-affinity I domain mutants exhibit a range of rolling phenotypes. We find that rolling behavior for these mutants fails to correlate with ligand binding affinity. These results indicate that unstressed binding affinity is not the only molecular property that determines adhesive behavior under shear flow.


Subject(s)
CD11a Antigen/chemistry , Intercellular Adhesion Molecule-1/chemistry , Lymphocyte Function-Associated Antigen-1/chemistry , Mutation , Epitopes/chemistry , Humans , Kinetics , Molecular Conformation , Protein Binding , Protein Structure, Tertiary , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/chemistry , Tissue Adhesions , Up-Regulation
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