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MEDICINAL CHEMISTRY
COMBITORIAL CHEMISTRY
QSAR
BY
A.Padma M.Pharm
Assistant professor
Sankar reddy institute of pharmaceutical sciences,
Bestavaripeta, prakasm(dist).
What is medicinal chemistry ?
In medicinal chemistry, the chemist attempts to design and synthesize
a medicine or a pharmaceutical agent which will benefit humanity.
Such a compound could also be called a 'drug‘. Latin ars medicina,
meaning the art of healing
It involves:
• Synthesis
• Structure-Activity Relationships (SAR)
• Receptor interactions • Absorption, distribution, metabolism, and
excretion (ADME)
According to IUPAC:
Medicinal chemistry it concerns the discovery, the development, identification and
interpretation of mode of action of biological active compounds at the molecular level.
Medicinal chemistry covers the three stages
Discovery step: Involving choice of therapeutic target (receptor, enzyme &
target group, cellularorinvivomodel) & identification or discovery and
production of new active substances interactingwithselectedtargets. Such
compounds called LEADCOMPOUND.
An optimization step: Which deals with improvement of lead compound.
•The optimization process takes primarily into account the increase in
potency, selectivity and toxicity
Development stage: Whose purpose is continuation of improvement of
pharmacokinetic properties.
History of Medicinal chemistry
2000 BC Materia Medica 250 vegetables drug And 120 mineral drugs
1500 BC Egyptian papyrus ebers 700 drugs originated from
animal/plants/minerals
Emperor Frederick II issued the Magna Carta of pharmacy in 1240
Synthesis of Urea 1828 started Organic medicinal Chemistry
Ehrlich’s “Side chain theory” and chemotherapy and Fischer’s lock-and
key theory Birth of Modern Med Chem 1800
Medicinal chemistry received formal recognition in academic
pharmacy in 1932
Objective of medicinal chemistry !
Generally, we can identify the following stages in drug discovery, design and
development.
Drug discovery-finding a lead
• Choose a disease.
• Choose a drug target.
• Identify a bioassay.
• Find a lead compound.
• Isolate and purify the lead compound if necessary.
• Determine the structure of the lead compound if necessary.
Drug design
• Identify structure-activity relationships (SARs)
• Identify the pharmacophore.
• Improve target interactions (pharmacodynamics).
• Improve pharmacokinetic properties,
Drug development
• Patent the drug.
• Carry out preclinical trials (drug metabolism, toxicology, formulation and stability
test, pharmacology studies, etc).
• Design a manufacturing process (chemical and process development).
• Carry out clinical trials.
• Register and market the drug.
• Make money.
Finally Medicinal chemistry includes synthetic & computational aspects of the study
of existing drugs and agents in development in relation to their bioactivities i.e.,
understandings a SARs (Structure Activity Relationships). OR • Itisatailoring ofdrug
What is combitorial chemistry?
Combinatorial chemistry is a technique by which large numbers of
different but structurally similar molecules are produced rapidly and
submitted for pharmacological assay.
This technique uses the same reaction conditions with the same
reaction vessels to produce a large range of analogues.
Technique invented in the late 1980s and early 1990s to enable tasks to
be applied to many molecules simultaneously
Combitorial library
Def: collection of finally synthesized compounds
Size: depends on the number of building blocks used per reaction and the number of
reaction steps, in which a new building block is introduced
Typical: 102 up to 105 compounds
Random libraries Focused or targeted libraries
Multiple libraries Template –scaffold library
Multiple targets One target
Highly diverse Highly structural similarity
Mixtures Single compounds
˃ 5000 compounds ˂ ˂ 5000 compounds
Solid phase synthesis Synthesis in solution, solid phase
Non purified compounds Pure compounds
On bead screening, if possible Screening in solution
Applications
 Applications of combinatorial chemistry are very wide Scientists use combinatorial
chemistry to create large populations of molecules that can be screened efficiently.
 By producing larger, more diverse compound libraries, companies increase the
probability that they will find novel compounds of significant therapeutic and
commercial value.
 Provides a stimulus for robot-controlled and immobilization strategies that allow
high-thrughput and multiple parallel approaches to drug discovery.
Techniques in combitorial chemistry
 Solid support synthesis: (on solid phase such as resin bead, pins, or chips)
 Split and mix method
 Parallel synthesis
 Solution phase synthesis (in solvent in the reaction flask
Solid phase synthesis
Reactants are bound to a polymeric surface and modified whilst still attached. Final
product is released at the end of the synthesis.
Examples of solid phase supports:
 Partially cross-linked polystyrene beads hydrophobic in nature causes
problems in peptide synthesis due to peptide folding
 Sheppard’s polyamide resin - more polar
 Tentagel resin - similar environment to ether or THF
 Beads, pins and functionalized glass surfaces
Method
• Beads must be able to swell in the solvent used, and remain stable
• Most reactions occur in the bead interior
L
Anchor or linker
A molecular moiety which is covalently attached to the solid support, and
which contains a reactive functional group
• Allows attachment of the first reactant
• The link must be stable to the reaction conditions in the synthesis but easily
cleaved to release the final compound
• Different linkers are available depending on the functional group to be
attached and the desired functional group on the product
• Resins are named to define the linker e.g. Merrifield, Wang, Rink
Solid phase synthesis: protecting groups
A few protecting groups used in solid phase synthesis.
For amines:
Boc ( t-butoxycarbonyl )
Fmoc (9-fluorenylmetoxy carbonyl)
Tmsec (2 [trimethylsilyl] ethoxycarbonyl)
For carboxylic acids:
Tert Bu ester(t-butyl ester)
Fm ester(9-fluronyl methyl ester)
Tmse ester(2 [trimethylsilyl] ethyl)
Parallel Synthesis
 To use a standard synthetic route to produce a range of analogues, with a different
analogue in each reaction vessel, tube or well.
 The identity of each structure is known
 Useful for producing a range of analogues for SAR or drug optimisation.
Procedure for parallel synthesis!
Houghton’s Tea Bag Procedure:
 Each tea bag contains beads and is labelled
 Separate reactions are carried out on each tea bag
 Combine tea bags for common reactions or work up procedures
 A single product is synthesised within each teabag
 Different products are formed in different teabags
 Economy of effort - e.g. combining tea bags for workups
 Cheap and possible for any lab
 Manual procedure and is not suitable for producing large quantities of different
products
Automated parallel synthesis:
Automated synthesizers are available with 42, 96 or 144 reaction vessels or wells
Use beads or pins for solid phase support
Reactions and work ups are carried out automatically
Same synthetic route used for each vessel, but different reagents
Different product obtained per vessel
Mixed Combinatorial Synthesis:
 To use a standard synthetic route to produce a large variety of
different analogues where each reaction vessel or tube contains a
mixture of products
 The identities of the structures in each vessel are not known with
certainty
 Useful for finding a lead compound
 Capable of synthesizing large numbers of compounds quickly
 Each mixture is tested for activity as the mixture Inactive mixtures
are stored in combinatorial libraries
 Active mixtures are studied further to identify active component
The Mix and Split Method:
Example - Synthesis of all possible dipeptides using 5 amino acids
Standard methods would involve 25 separate syntheses.
Combinatorial procedure involves five separate syntheses using a mix
and split strategy
Quantitative structure activity relationship
(QSAR)
 QSAR is a mathematical relationship in the form of an equation
between the biological activity and measurable physiochemical
parameters.
 QSAR attempts to identify and quantify the physicochemical
properties of a drug and to see whether any of these property has an
effect on the drugs biological activity
 The parameters used in QSAR is a measure of the potential
contribution of its group to a particular property of the parent drug.
 Activity is expressed as log(1/C). C is the minimum concentration
required to cause a defined biological response.
Various parameters used in QSAR studies are
Lipophilic parameters: partition coefficient, π- substitution constant.
Electronic parameters: Hammet constant.
Steric parameters: Taft’s constant, molar refractivity, Verloop steric
parameter.
LIPOPHILIC PARAMETERS
Lipophilicity is partitioning of the compound between an aqueous and
non-aqueous phase.
Partition coefficient: P=[drug] in octanol/[drug] in water
Linear relationship
between
Log p and Log 1/C
Non –linear
relationship
between Log P and
Log 1/C
π-substituent constant or hydrophobic substituent constants:
 The π-substituent constant defined by Hansch and co-workers.
 Measure of how hydrophobic a substituent is, relative to H.
 Positive values imply substituents are more hydrophobic than H
 Negative values imply substituents are less hydrophobic than H
 A QSAR equation may include both P and p.
 P measures the importance of a molecule’s overall hydrophobicity (relevant to
absorption, binding etc.)
 p identifies specific regions of the molecule which might interact with hydrophobic
ELECTRONIC PARAMETERS
Hammett Substituent Constant (σ):
Eg. X= electron withdrawing group (e.g. NO2)
X= electron donating group (e.g. CH3)
 σ value depends on inductive and resonance effects
 σ value depends on whether the substituent is meta or para
 ortho values are invalid due to steric factors
STERIC SUBSTITUTION CONSTANT
It is a measure of the bulkiness of the group it represents and it effects
on the closeness of contact between the drug and receptor site. It is
much harder to quantitate.
Taft’s steric factor (Es') : Measured by comparing the rates of
hydrolysis of substituted aliphatic esters against a standard ester under
acidic conditions
Es = log kx - log ko
kx represents the rate of hydrolysis of a substituted ester
ko represents the rate of hydrolysis of the parent ester
Molar refractivity (MR): Measure of the volume occupied by an atom or group--
equation includes the MW, density(d), and the index of refraction
(n)– MR=(n²-1)MW/(n²+2)d
Verloop steric parameter: computer program uses bond angles, van der Waals radii,
bond lengths.
Hansch Equation
 A QSAR equation relating various physicochemical properties to the biological
activity of a series of compounds
 Usually includes log P, electronic and steric factors
 Start with simple equations and elaborate as more structures are synthesised
 Typical equation for a wide range of log P is parabolic
Conclusions:
• Activity increases if p is +ve (i.e. hydrophobic substituents)
• Activity increases if s is negative (i.e. e-donating substituents)
Medicinal chemistry

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Medicinal chemistry

  • 1. Over view on MEDICINAL CHEMISTRY COMBITORIAL CHEMISTRY QSAR BY A.Padma M.Pharm Assistant professor Sankar reddy institute of pharmaceutical sciences, Bestavaripeta, prakasm(dist).
  • 2. What is medicinal chemistry ? In medicinal chemistry, the chemist attempts to design and synthesize a medicine or a pharmaceutical agent which will benefit humanity. Such a compound could also be called a 'drug‘. Latin ars medicina, meaning the art of healing It involves: • Synthesis • Structure-Activity Relationships (SAR) • Receptor interactions • Absorption, distribution, metabolism, and excretion (ADME)
  • 3. According to IUPAC: Medicinal chemistry it concerns the discovery, the development, identification and interpretation of mode of action of biological active compounds at the molecular level. Medicinal chemistry covers the three stages Discovery step: Involving choice of therapeutic target (receptor, enzyme & target group, cellularorinvivomodel) & identification or discovery and production of new active substances interactingwithselectedtargets. Such compounds called LEADCOMPOUND. An optimization step: Which deals with improvement of lead compound. •The optimization process takes primarily into account the increase in potency, selectivity and toxicity Development stage: Whose purpose is continuation of improvement of pharmacokinetic properties.
  • 4. History of Medicinal chemistry 2000 BC Materia Medica 250 vegetables drug And 120 mineral drugs 1500 BC Egyptian papyrus ebers 700 drugs originated from animal/plants/minerals Emperor Frederick II issued the Magna Carta of pharmacy in 1240 Synthesis of Urea 1828 started Organic medicinal Chemistry Ehrlich’s “Side chain theory” and chemotherapy and Fischer’s lock-and key theory Birth of Modern Med Chem 1800 Medicinal chemistry received formal recognition in academic pharmacy in 1932
  • 5. Objective of medicinal chemistry ! Generally, we can identify the following stages in drug discovery, design and development. Drug discovery-finding a lead • Choose a disease. • Choose a drug target. • Identify a bioassay. • Find a lead compound. • Isolate and purify the lead compound if necessary. • Determine the structure of the lead compound if necessary. Drug design • Identify structure-activity relationships (SARs) • Identify the pharmacophore. • Improve target interactions (pharmacodynamics). • Improve pharmacokinetic properties,
  • 6. Drug development • Patent the drug. • Carry out preclinical trials (drug metabolism, toxicology, formulation and stability test, pharmacology studies, etc). • Design a manufacturing process (chemical and process development). • Carry out clinical trials. • Register and market the drug. • Make money. Finally Medicinal chemistry includes synthetic & computational aspects of the study of existing drugs and agents in development in relation to their bioactivities i.e., understandings a SARs (Structure Activity Relationships). OR • Itisatailoring ofdrug
  • 7. What is combitorial chemistry? Combinatorial chemistry is a technique by which large numbers of different but structurally similar molecules are produced rapidly and submitted for pharmacological assay. This technique uses the same reaction conditions with the same reaction vessels to produce a large range of analogues. Technique invented in the late 1980s and early 1990s to enable tasks to be applied to many molecules simultaneously
  • 8. Combitorial library Def: collection of finally synthesized compounds Size: depends on the number of building blocks used per reaction and the number of reaction steps, in which a new building block is introduced Typical: 102 up to 105 compounds Random libraries Focused or targeted libraries Multiple libraries Template –scaffold library Multiple targets One target Highly diverse Highly structural similarity Mixtures Single compounds ˃ 5000 compounds ˂ ˂ 5000 compounds Solid phase synthesis Synthesis in solution, solid phase Non purified compounds Pure compounds On bead screening, if possible Screening in solution
  • 9. Applications  Applications of combinatorial chemistry are very wide Scientists use combinatorial chemistry to create large populations of molecules that can be screened efficiently.  By producing larger, more diverse compound libraries, companies increase the probability that they will find novel compounds of significant therapeutic and commercial value.  Provides a stimulus for robot-controlled and immobilization strategies that allow high-thrughput and multiple parallel approaches to drug discovery.
  • 10. Techniques in combitorial chemistry  Solid support synthesis: (on solid phase such as resin bead, pins, or chips)  Split and mix method  Parallel synthesis  Solution phase synthesis (in solvent in the reaction flask Solid phase synthesis Reactants are bound to a polymeric surface and modified whilst still attached. Final product is released at the end of the synthesis. Examples of solid phase supports:  Partially cross-linked polystyrene beads hydrophobic in nature causes problems in peptide synthesis due to peptide folding  Sheppard’s polyamide resin - more polar  Tentagel resin - similar environment to ether or THF  Beads, pins and functionalized glass surfaces
  • 11. Method • Beads must be able to swell in the solvent used, and remain stable • Most reactions occur in the bead interior L Anchor or linker A molecular moiety which is covalently attached to the solid support, and which contains a reactive functional group • Allows attachment of the first reactant • The link must be stable to the reaction conditions in the synthesis but easily cleaved to release the final compound • Different linkers are available depending on the functional group to be attached and the desired functional group on the product • Resins are named to define the linker e.g. Merrifield, Wang, Rink
  • 12. Solid phase synthesis: protecting groups A few protecting groups used in solid phase synthesis. For amines: Boc ( t-butoxycarbonyl ) Fmoc (9-fluorenylmetoxy carbonyl) Tmsec (2 [trimethylsilyl] ethoxycarbonyl) For carboxylic acids: Tert Bu ester(t-butyl ester) Fm ester(9-fluronyl methyl ester) Tmse ester(2 [trimethylsilyl] ethyl)
  • 13. Parallel Synthesis  To use a standard synthetic route to produce a range of analogues, with a different analogue in each reaction vessel, tube or well.  The identity of each structure is known  Useful for producing a range of analogues for SAR or drug optimisation. Procedure for parallel synthesis! Houghton’s Tea Bag Procedure:  Each tea bag contains beads and is labelled  Separate reactions are carried out on each tea bag  Combine tea bags for common reactions or work up procedures  A single product is synthesised within each teabag  Different products are formed in different teabags  Economy of effort - e.g. combining tea bags for workups  Cheap and possible for any lab  Manual procedure and is not suitable for producing large quantities of different products
  • 14. Automated parallel synthesis: Automated synthesizers are available with 42, 96 or 144 reaction vessels or wells Use beads or pins for solid phase support Reactions and work ups are carried out automatically Same synthetic route used for each vessel, but different reagents Different product obtained per vessel
  • 15. Mixed Combinatorial Synthesis:  To use a standard synthetic route to produce a large variety of different analogues where each reaction vessel or tube contains a mixture of products  The identities of the structures in each vessel are not known with certainty  Useful for finding a lead compound  Capable of synthesizing large numbers of compounds quickly  Each mixture is tested for activity as the mixture Inactive mixtures are stored in combinatorial libraries  Active mixtures are studied further to identify active component
  • 16. The Mix and Split Method: Example - Synthesis of all possible dipeptides using 5 amino acids Standard methods would involve 25 separate syntheses. Combinatorial procedure involves five separate syntheses using a mix and split strategy
  • 17. Quantitative structure activity relationship (QSAR)  QSAR is a mathematical relationship in the form of an equation between the biological activity and measurable physiochemical parameters.  QSAR attempts to identify and quantify the physicochemical properties of a drug and to see whether any of these property has an effect on the drugs biological activity  The parameters used in QSAR is a measure of the potential contribution of its group to a particular property of the parent drug.  Activity is expressed as log(1/C). C is the minimum concentration required to cause a defined biological response.
  • 18. Various parameters used in QSAR studies are Lipophilic parameters: partition coefficient, π- substitution constant. Electronic parameters: Hammet constant. Steric parameters: Taft’s constant, molar refractivity, Verloop steric parameter. LIPOPHILIC PARAMETERS Lipophilicity is partitioning of the compound between an aqueous and non-aqueous phase. Partition coefficient: P=[drug] in octanol/[drug] in water
  • 19. Linear relationship between Log p and Log 1/C Non –linear relationship between Log P and Log 1/C
  • 20. π-substituent constant or hydrophobic substituent constants:  The π-substituent constant defined by Hansch and co-workers.  Measure of how hydrophobic a substituent is, relative to H.  Positive values imply substituents are more hydrophobic than H  Negative values imply substituents are less hydrophobic than H  A QSAR equation may include both P and p.  P measures the importance of a molecule’s overall hydrophobicity (relevant to absorption, binding etc.)  p identifies specific regions of the molecule which might interact with hydrophobic
  • 21. ELECTRONIC PARAMETERS Hammett Substituent Constant (σ): Eg. X= electron withdrawing group (e.g. NO2) X= electron donating group (e.g. CH3)
  • 22.  σ value depends on inductive and resonance effects  σ value depends on whether the substituent is meta or para  ortho values are invalid due to steric factors
  • 23. STERIC SUBSTITUTION CONSTANT It is a measure of the bulkiness of the group it represents and it effects on the closeness of contact between the drug and receptor site. It is much harder to quantitate. Taft’s steric factor (Es') : Measured by comparing the rates of hydrolysis of substituted aliphatic esters against a standard ester under acidic conditions Es = log kx - log ko kx represents the rate of hydrolysis of a substituted ester ko represents the rate of hydrolysis of the parent ester
  • 24. Molar refractivity (MR): Measure of the volume occupied by an atom or group-- equation includes the MW, density(d), and the index of refraction (n)– MR=(n²-1)MW/(n²+2)d Verloop steric parameter: computer program uses bond angles, van der Waals radii, bond lengths. Hansch Equation  A QSAR equation relating various physicochemical properties to the biological activity of a series of compounds  Usually includes log P, electronic and steric factors  Start with simple equations and elaborate as more structures are synthesised  Typical equation for a wide range of log P is parabolic
  • 25. Conclusions: • Activity increases if p is +ve (i.e. hydrophobic substituents) • Activity increases if s is negative (i.e. e-donating substituents)