1 Flashcards
(102 cards)
1) What are the types of new drugs?
- New drug for novel use: New discovery about a disease state that may have no treatment before or this drug represents a new approach in treatment 2. A new drug that represents a new generation of another group of drugs already in use. 3. A new drug that is just another variation of a known drug (me-too)
2) What are the different approaches to target selection?
- Hypothesis driven (traditional approach): identify disease -> understand disease ->devise approach -> identify drugs that fit approach 2. Genomic approach: - Analysing the entire genetic information of an organism in the context of healthy vs disease state - Understanding genotype-phenotype correlation to identify disease target genes - Eg. Molecular basis of CML: Philadelphia chromosome encodes constitutively active tyrosine kinase, BCR-ABL. Imatinib blocks ATP binding and thus inhibits BCR-ABL kinase activity. 3. Post genomics approach-proteomics: Separation and characterization of proteins in an organism. Compare protein expression in normal vs disease state to identify novel target proteins.
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?
- In vitro: cell based assays to verify that the target gene/protein is involved in disease progression at the cellular level. Cell lines can be engineered to display loss of function (using siRNA/shRNA) or gain of function (overexpression). This allows analysis of specific roles of the target. 2. In vivo assays: Animal disease models that can be used to verify that your target gene/protein contributes to disease progression in a more complex environment. To study loss of function: inject mice with tumor cells, use shRNA to knock down a potential oncogene and observe tumor progression. To study gain of function, overexpress normal mice with potential oncogene and observe if tumors form.
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?
- Fewer than 5 hydrogen bond donors 2. Fewer than 10 hydrogen-bond acceptors 3. A molecular weight of less than 500 daltons 4. A partitioning coefficient (logP) of less than 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?
- Efficacy 2. Potency (target affinity and PK parameters) 3. Adverse effects/toxicity profile 4. Route of administration (stability, absorption, distribution) 5. Onset and duration of action
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?
- Route of administration: Oral administration is the most convenient and cost-effective. Absorption takes place mostly from the small intestine. 2. Rate of dissolution (tablet, capsule, suspension or solution): 3. Speed of uptake by GI tract: Dependent on the lipophilicity and extent of ionization of the drug. 4. Drug complex with dissolved food.
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?
- In vitro: -Microsome metabolism. Incubate animal/human microsome with lead drug candidate, incubate over a timecourse and analyse by LC/MS. Higher percentage of parent compound remaining indicates higher metabolic stability. -PAMPA assay: A well within a larger well, lipid membrane in the inner well. Lead molecules in the inner well, identify those that pass through lipid membrane.
12) What are the in vivo ADME assays?
- Animal based models: -validate in vivo biomarkers for drug efficacy -required for efficacy and toxicity drug evaluation -in vivo evaluation of PK/PD in normal/disease animal models -Dynamic evaluation of drug efficacy: Histological analysis, tissue sample analysis (RNA,DNA,Protein), in vivo imaging of disease progression. 2. Human chimera mice: These are mice that contain transplanted human hepatocytes. It is a more accurate preclinical model than regular mice in terms of ADME properties. It allows evaluation of disease in human liver model (eg. Hepatitis viral infection) and evaluate new drug efficacy (ie. Antiviral drugs)
14) What other evaluations can be done before selection of a preclinical candidate?
Gross pathology, Histopathy, immunohistochemistry, molecular pathology hematology, immunology.