QSAR 2 Flashcards
Disadvantages of the Hansh approach 7
- descriptors required for substitutents being studied
- new of compounds required (training set)
- limited relevance (of small molecule derived descriptors against drug on biological target)
- partial proton atom of drugs in the body (logD)
- limited to structural class
- extrapolations beyond values limited
- correlation between descriptors
Pros of the Hansh approach4
Properties of drug systems can be considered using descriptors derived from small organic molecules
Quick and easy
Predictions are quantitative (can evaluate statistically)
Potential for extrapolation (application to groups not included in the original analysis)
To obtain a statistically significant equation how many compounds do we need in our original analysis (training set)?
Five
Why do we doubt the relevance of small molecule derived descriptors?
Derived under standard conditions - may not be entirely relevant to biological conditions.
Correlations between descriptors is a problem, what does this mean?
Ie charming hydrophobicity of a molecule is likely to be associated with a change in size.
Problems with tafts
Measure of intermolecular effect when drugs interact intramolecularly.
As a result Es tents to undervalue the steric effect.
Solution to steric effect issues? 2
Alternative ways to quantify steric effect.
1molar refractivity
2verloop steric parameters
Molar refractivity…
Qualifies the volume occupies by an atom of group of atoms
Uses density and refractory index
Verloop steric parameters
Define the length and radius for substitutents. Based on standard lengthens, van der waals radi and know conformations.
Can be measured for any substitutent.
We calculate veerloop with
Sterimol, usually to three sig fig
Biological eactivity can be expressed in various different ways. What is RBA?
Relative binding affinity
Sigma includes…
Resonance and inductive effects. These can be separated out and in lidded sper earthly in the Hansh equation.
Importance of position on the aromatic ring may also be included.
Free Wilson approach
Effects due to unusual groups/specific structural features may be included in terms that represent presence of absence of the group
Eg of free Wilson approach
Hydrogen bonding
A useful way to refine the equation?
Take into account specified effects at one o more substitutes
Value 1 - group so present
Value 2 - group is absent