title: Analysis of ligand-protein exchange by Clustering of Ligand Diffusion Coefficient Pairs (CoLD-CoP).
abstract: NMR spectroscopy is a powerful tool in describing protein structures and protein activity for pharmaceutical and biochemical development. This study describes a method to determine weak binding ligands in biological systems by using hierarchic diffusion coefficient clustering of multidimensional data obtained with a 400 MHz Bruker NMR. Comparison of DOSY spectrums of ligands of the chemical library in the presence and absence of target proteins show translational diffusion rates for small molecules upon interaction with macromolecules. For weak binders such as compounds found in fragment libraries, changes in diffusion rates upon macromolecular binding are on the order of the precision of DOSY diffusion measurements, and identifying such subtle shifts in diffusion requires careful statistical analysis. The "CoLD-CoP" (Clustering of Ligand Diffusion Coefficient Pairs) method presented here uses SAHN clustering to identify protein-binders in a chemical library or even a not fully characterized metabolite mixture. We will show how DOSY NMR and the "CoLD-CoP" method complement each other in identifying the most suitable candidates for lysozyme and wheat germ acid phosphatase.
authors.affiliation: Department of Chemistry, William Paterson University of New Jersey, 300 Pompton Road, Wayne, NJ 07470, USA. Electronic address: snyderd@wpunj.edu.
authors.forename: David A
authors.initials: DA
authors.lastname: Snyder
authors.affiliation: Department of Chemistry, William Paterson University of New Jersey, 300 Pompton Road, Wayne, NJ 07470, USA. Electronic address: chantovam@student.wpunj.edu.
authors.forename: Mihaela
authors.initials: M
authors.lastname: Chantova
authors.affiliation: Department of Chemistry, William Paterson University of New Jersey, 300 Pompton Road, Wayne, NJ 07470, USA. Electronic address: chaudhrys2@student.wpunj.edu.
authors.forename: Saadia
authors.initials: S
authors.lastname: Chaudhry
mesh_terms: D000465:Algorithms; D001665:Binding Sites; D004058:Diffusion; D008024:Ligands; D009682:Magnetic Resonance Spectroscopy / Q000379:methods*; D011485:Protein Binding; D025941:Protein Interaction Mapping / Q000379:methods*; D011506:Proteins / Q000737:chemistry*
chemical_list: D008024:Ligands; D011506:Proteins
keywords: Clustering; DOSY NMR; Protein–ligand binding