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What qualities should be balanced out in a drug
Stability, potency, pk properties, side effects , safety - a balance of all
List the drug discovery journey from target identification to clinical trials
Identify target
Validate target - see if target actual impacts disease, look at bio markers and validate them
Lead identification - identify through chemical libraries, monoclonal antibodies, therapeutic proteins
Optimise lead - through pk formulations, selectivity
Get candidate - needs to be safe, adme, toxicology, look at pharmacology , needs to show efficacy in in vivo and in vitro disease models - look at interactions
Then do IND or CTX applications
To go into clinical trial
What does the drug discovery pathway look from HTS Assay to lead selection
HTS assay, x screening selectivity, activity in other species, secondary phenotypic assays, in vitro DMPK p450 , lead selection
What happens after lead selection to get to candidate selection
Lead selection, reiterative chemistry and in vitro, liability and p450 assay , oral pk, in vivo model, assessment of DMPK chem dev, pharmacology, toxicity and candidate selection
What are the 8 key properties of drugs to consider
Aqueous solubility
Caco 2 permeability
MDR1/MDCK permeability
Microsomal stability
Hep G2 cytotoxicity
Cytotoxicity in suitable cell lines
P450 inhibition
Lipophilicity (Log D)
What is the target value of aqueous solubility
Needs to be over 100 um
Why is aqueous solubility important
It's important for running in vitro assays and in vivo delivery of drug
How much volume of solvent in Ml/ g is needed if drug is very soluble
Less than 1ml/g
How much volume of solvent is needed if drug is practical insoluble
More than 10k ml/g
How much volume of solvent is needed if drug is slightly soluble
100-1000ml/g
What target value is needed for lipophilciity
Target value is 0-3
Why is lipophilicity important
Need some level of aqueous solubility to move towards membrane and diffuse
Lipophilic molecules diffuse through membrane whilst hydrophilic need channels to move through
What does microsomal stability test for
Tests for how fast drug gets cleared out in vivo and clearance
Since liver microsomes contain drug metabolising enzymes on membrane
What is the target value of microsomal stability
Less than 30 uL min-1 mg-1 protein
What is the target value of CYPP450 inhibition
Needs to be less than 10Um
Why do you need to measure cyp450 inhibition
Main enzymes in body, inhibition can cause drug drug interactions, can cause toxicity
Why is caco 2 permeability Papp important
Is caco 2 colon carcinoma cell that mimics the intestinal epithelium
Helps assess permeability of drug, absorption and can see bioavailability of drug
And drug absorption from gut
What is the target value of caco 2 permeability
10-6 cm-1
What is MDR1 MDCK permeability
MDCK transferred with MDR1 which encodes for effluent transporter Pgp
Pgp found in intestines brains kidney
Why is MDR1 MDCK permeability tested
Can see permeability of drug in intestines or brain
And how susceptible it is to effluent transporter Pgp - more susceptible means better effluent less chance of drug resistance
What is the target value of MDR1 MDCK permeability
10-6 cm -1
What is HEP G2 hepatotoxicity used for
Surrogate to show effect of drug in hepatotoxcity
What is the target value of Hep G2 hepatotoxicity
Target value is 50x Ic50/Ec50
Why is cytotoxicity in suitable cell line important
Can look out for likelihood of cellular toxicity in vivo
What is the target of cytotoxicity in suitable cell line
50 x Ic50 or Ec50
What do hit compounds look like
Have a central core - functional groups decorated around it
Are flat rigid, and heteroaromatic
Learn structures of important heterocycles
Why are heteroaliphatic groups important
Improve drug properties of compounds- can introduce polarity to compound
What is template hopping
A compound that's already been patented - can modify it , can convert heteroarom to a different aromatic group - to tune properties
What are the 6 criteria's of hits
Need reproducible in vitro affinity/effiacy
Chemical tractability
No toxicity of compound and metabolites
Needs favourable properties like good pk, aqueous solubility , molecular weight
Patentable structures for chemical novelty
Need evidence that compound can retain its activity - no Dakar positives
REP NCF - reproducible affinity efficacy in vitro, E- evidence of retaining activity no false positives P- patentable novelty, N- no known toxicity of compound and metabolites C- chemical tractability F- favourable properties like log p molecular weight
How was drug discovery techniques used in tyrosine kinase bcr abl inhibitor
Already knew the known target, known protein kinase inhibitor
Was able to use alpha fold to develop models of proteins that haven't been crystallised
Then made a large number of analogues to form imatinib
How can you assess absorption in DMPK druggability properties
Can use caco 2 , iv po pk screening
Caco 2- to assess permeability - therefore absorption and mechanisms of absorption
Po iv pk screening - to assess animal pk , bioavaiblity by looking at pk after drug is injected iv or orally given
How can you assess absorption/distribution in druggability
Can use Pgp on caco 2- can look at the efflux substrate transporter for absorption and impact on cns uptake
What three ways can you assess distribution
RBC distribution
Plasma protein binding
Brain to plasma ratio
What do these three methods to assess distribution allow
Allows for interspecies comparisons , look at biological results
Can look at brain uptake for centrally acting compounds
And potential of cns based adverse events
What five ways can you assess microsomal incubation
Hepatocyte incubation
Microsomal incubation
CYP IC50
PXR activation
Reaction phenotyping
What does the five metabolism assessment factors allow for
Cross species metabolite comparison
Look for cyp or Pgp induction
See if there's drug drug interactions
Look at human clearance
Look at role of polymorphic enzymes
How can you assess for excretion and what does this allow
Can do pk screening with urine analysis - allows to look at animal pk and mechanisms of clearance
How is absorption and bioavailability affected by free drug
Only free drug exerts pharmacological activity can be in equilibrium
Can reversible bind to tissues and plasma and free drug gets cleared
How does caco 2 work
Sample incubated on apical side of monolayer for set amount of time
Then measure permeability on basoalteral side - sample and analyse it
Want a Papp of 10-6 cm-3 for good in vivo absorption
Caco2 cells are used to assess the intestinal absorption of drug candidates. Describe how the caco2 model is used to calculate permeability across the intestinal membrane.
Caco2 carcinoma cells - mimics the intestinal epithelium to determine permeability and absorption of the drug. It's expressed as Papp where over 10^-6 cm-1 suggests good in vivo absorption
This involves compounds being incubated in the apical side and after a period of set time, the drug gets sampled and analysed in the basolateral side to determine how much drug passed through the partially permeable membrane on the epithelium. This can help assess the druggability of a compound where bioavaiblity absorption can be noted and this can determine drugs ability to effectively bind to its target.
How does plasma protein binding affect drug
High binding would affect the dose half life safety
How much fraction unbound of plasma protein do we want
Want over 90% fraction unbound - plasma protein binding expressed as fraction unbound
Too high limits diffusion to site of action
What is the 7 criteria for hit to lead phase
Selectivity over non related targets
Selectivity over related targets 100 fold
Improved affinity/ efficacy
No toxicity or mutagenicity in effiacious dose
Determine patent strategy of lead compound
Needs to be efficacious in animal model - dose response relationship
ppb cyp inhibition herg profiles are acceptable
SEPPSIN
S- selectivity over related targets 100 fold. E- efficacy in animal model shows dose response relation P- PPB cyp induction inhibition is acceptable herg profile is acceptable P- patent strategy to get to lead S- selectivity over non related target I- improved affinity efficacy N- no toxicity mutagenicity at efficacious dose
What other factors are there to consider
Potency
Intrinsic activity
Intrinsic stability
Affinity
Solubility
Permeability
Optimising molecular properties