1) What are the types of new drugs?
2) What are the different approaches to target selection?
3) How do you know that a gene/protein is targetable?
RNAi screens can be done. This is carried out by ‘knocking down’ individual genes to find genes that regulate key disease processes. This allows identification of targets by function. There are in vitro and in vivo approaches to this.
4) How is target validation carried out?
5) Define a 1) HIT 2) LEAD 3) preclinical development candidate.
• HIT A compound that interacts with the chosen target at a given concentration (usually in the micromolar range) • LEAD A compound with drug-like properties, initial SAR and a promising IP position • Preclinical Development Candidate NCE with optimized pharmacological and pharmacokinetic properties and a secure IP position
6) What are the methods of lead identification? What are their benefits/drawbacks?
(full answer on p2) 1. Rational drug design: Understanding structure activity relationship. This requires coordination of structural biology and organic chemistry, and drug design is based on the pharmacophore of endogenous ligand/substrate. Designed to bind active site and block receptor activation or enzyme activity. Eg. BCR-ABL inhibition: Identification of c-ABL autoinhibitory mechanism. Myristoylation of N-Term of c-ABL causes binding of myristate moiety into deep hydrophobic pocket of kinase domain. This results in a 90 degree bending of the a-1 helix of the C-term and autoinhibition. BCR-ABL lacks N-term myristoylation site, but it can be replaced with allosteric inhibitors. 2. High throughput screening: Often relies on cell free/cell based assays– Target-specific effects are measured quantitatively by a reporter assay Ex: fluorescence, luminescence, cell shape, cell metabolism, color formation. Drug candidates are evaluated for ability to block activity. Formats: 96-well and 384-well plates (high-throughput), 1,536-well plates (ultra high-throughput (UHTS)). SAR is difficult to do without knowing the exact molecular target and mode of drug interaction.
7) What are the cell based/cell free approach to HTS? What is a robust screening assay?
Cell free: based on isolated target molecule (can be whole or active fragment). Examples are binding and enzymatic activity assays. Cell based: Cell based reporter gene assay. Disadvantage is that the drug hit may be acting either directly on target or indirectly be interfering pathway (up or downstream of target) Z’=1–(3s +3B)/(μs-μB) Z’>0.8 (very good) Z’>0.6 (good) Z’<0.5 (not robust for screening)
8) How does fragment based screening work?
Run diverse set of structures and identify those that bind to the target (does not have to be a perfect fit. Custom building the drug based on fragments that bind.
9) How are compound libraries created? What are the requirements for a good library?
– Acquisition from external vendors – Generation from chemical library synthesis • Random libraries • Focused libraries – Generation from medicinal chemistry efforts • Targeted synthesis • Combinatorial synthesis • A good library should be – Large – Diverse – Examples of libraries: FDA-approved drugs, Natural product libraries – Containing only “lead-like” or “drug-like”compounds • Non-reactive • No known toxic moieties • Following Lipinski’s Rule-of-5 • Aqueous soluble
1) What is Lipinski’s rule of 5?
2) What is lipophilicity and how is it calculated?
Lipophilicity is the ability of a compound to partition between lipophilic organic phase (octanal) and polar aqueous phase (water) LogP =[Conc]octonal/[Conc]water LogP <1: poor permeability 1-3: moderate permeability 3-5: high permeability >5: high permeability
1) What are the key issues to be addressed in lead optimization?
2) What are the key criteria for a lead series?
• Binding/functional potency in primary assay (IC50 < 100nM) • Potency in secondary assay (cell proliferation GI50 <500nM) • Meets Lipinski rules (of 5) (MW<500, cLogP<5) • In vitro ADME liabilities (tó >60min) • Synthesis in less than 10 steps • Multiple points of modification • Patentable
3) Explain chemical modification.
The goal of chemical modifications is to determine which functional groups are important for biological activity. The procedure is to alter or remove functional groups using chemical synthesis and test the activity of the altered molecule. Bioisosteric replacement involves substitution of atoms or groups of atoms in a the parent molecule to produce compounds with broadly similar biological properties to the parent with structural diversity.
4) What are the factors that affect absorption and permeability?
5) What happens after the drug is absorbed?
It passes through the portal vein and enters the liver, where is may be metabolized.
6) What factors affect solubility and stability?
Solubility requires adherence to Lipinski rule of 5. Stability is measured at different pH and temperatures. Eg. Orally available gemcitabine: prodrug mediates oral-mediated absorption of gemcitabine with less toxicity. Minimal hydrolysis of prodrug to gemcitabine at low pH.
7) What is bioavailabilty and why is it important? How is it calculated?
Bioavailabilty is the fraction of unchanged drug that enters systemic circulation. It should be studied as early as possible because a lack of desired response may be due to lack of bioavailability (not reaching the required drug concentration). Compounds can be suitably modified to maximize bioavailability. F=[AUC(test) x D(iv)]/[AUC(iv) x D(test)] X 100%
8) How does drug distribution affect drug response?
A drug can be distributed to tissues/organs from the bloodstream. Different drug concentrations are attained in different tissues/organs. A drug may be preferentially distributed to its target tissue/organ or not at all.
9) Explain clearance and metabolism.
• Drugs may be eliminated either unchanged (as the parent drug) or as metabolites depending on the lipophilicity • Most drugs are eliminated through the kidneys which can excrete only relatively polar substances • Thus lipophilic drugs must be metabolized into more polar metabolites for elimination • Drugs are metabolized to different extent mostly in the liver • Metabolism mostly lead to inactivation of a drug but many drugs have active metabolites • Therefore important to study the metabolism of a drug under development in order to know the impact it may have • First studied in liver microsomes • CYP enzymes inhibition – Drug-drug interactions
10) What is the process of liver metabolism?
Phase I (Functionalization): Functional groups are altered through monooxygenase reaction via CYP enzymes, leading to a loss of activity. Eg. Paclitaxel undergoes metabolic modifications before it can be renally excreted. Phase II (Conjugation): Addition of highly polar conjugates to drugs to increase their hydrophilicity. Eg. Irinotecan is metabolized to SN38, an active metabolite. SN-38 is inactivated by UGTs via the addition of glucuronic acid. UGT1A1*38 polymorphism inactivates UGT, making SN-38 difficult to be inactivated, leading to increased toxicity.
11) What are the in vitro ADME assays?
12) What are the in vivo ADME assays?
14) What other evaluations can be done before selection of a preclinical candidate?
Gross pathology, Histopathy, immunohistochemistry, molecular pathology hematology, immunology.