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Design of Small Molecule Drugs Targeted to RNA. RNA Ontology Group May 29 2007. Small Molecule and Large Molecule Drug Design. “Small Molecule” Drugs Low MW Moderately hydrophobic/hydrophilic Moderately chemical complexity “Biologicals” Peptides/peptidomimetics Engineered enzymes
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Design of Small Molecule Drugs Targeted to RNA RNA Ontology Group May 29 2007
Small Molecule and Large Molecule Drug Design • “Small Molecule” Drugs • Low MW • Moderately hydrophobic/hydrophilic • Moderately chemical complexity • “Biologicals” • Peptides/peptidomimetics • Engineered enzymes • Antisense/RNAi • Need help to enter cells!
“New Tools” for Drug Discovery (1980s and 90s) • Combinatorial Chemistry Increased the number of available compounds • High Throughput Screening (“HTS”) Increases throughput for testing (robotics, databasing) “It’s a Numbers Game”
Rational Drug Design = the Opposite of “It’s a Numbers Game” Protein Structure Design small molecule to “fit” and block active site Voila! Doesn’t work! In Silico High Throughput Docking: A rational numbers game
Membrane Permeability & “Drug-Likeness” • The Lipinski “Rule of Five”
Fragment Library Design • Fragments must be “lead-like” not “drug-like” • MW < 250, allows compound to “grow” • Weak binding affinity (will add affinity with growth) • Contain polar groups • Insures solubility • Polar groups are reactive • Pick up hydrogen bonding interactions • N fragments can cover the chemical space of N2 compounds
Lipinski Rule of 5 • Molecular Weight < 500 Daltons • cLogP < 5 • < 10 Acceptor Groups (O+N) • < 5 Donor Groups ( O-H, N-H) • Exceptions work by active transport Thiostrepton MW 1665 Paromomycin MW 616 Erythromycin MW 734 Tetracycline MW 444
Examples of Small Molecule Molders/Regulators of RNA Secondary Structure in Bacteria SAH No effect SAM Kd=20-200 nM 2,6 diaminopurine Kd=10 nM Purine Kd=100 µM
Examples of Small Molecule Molders/Regulators of RNA Secondary Structure in Bacteria Riboflavin Kd=3 µM FMN Kd=5 nM L-Lysine Kd=1 µM D-Lysine No effect
Lipinski RNA-binding Protein-binding b a c druggable
Current Databases • Pdb title search: RNA gets 2173 hits: “ternary” • Structure description search for ribonucleic acid: 6 hits (2 DNA) • NDB search for RNA + ligand: 841 hits, including protein/RNA complex • Most ligand databases oriented to search for proteins/ligands
Database of RNA Binding Compounds • Antibiotics • Riboswitch ligands • Drug discovery programs (published) • Published findings of natural products • 105 compounds in all
Database of RNA Binding Compounds (caveats) • Only 25 compounds had pdb coordinates • Reported Kd < 50 μM • Redundancy: does not include near neighbors • pdb coordinates did not identify non-contacting substructures
Database of RNA Binding Compounds (further needs) • DNA binding compounds • Classification • Correlation with RNA motifs/pharmacophores
HTS Paradigm X SeeDs Paradigm (Structural Exploration of Exploitable Drug Startpoints) • X-ray/NMR • Chemistry • SBDD Grow potent, selective ligands from fragment • Drug lead-like fragments • No steric inhibition of scaffolds • ~ mM binding Fragment based approaches • >500k compounds screened • assays usually require mM hits • Template decoration often prevents interaction • Need to reduce MW of weak binders prior • to modification HTS requires “right” compounds in library