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Structure-based Drug Design
Pain relievers: aspirin
• Analgesic (pain reliever)
• Antipyritic (fever reducer)
• Anti-inflammatory
• Anticoagulent
Inhibits production of
prostaglandins (pain
messengers)
History of Aspirin
- Hippocratus: powder made from the
bark and leaves of the willow tree to
help heal headaches, pains and fevers
- Henri Leroux & Raffaele Piria:
purification of active ingradient from
the plant
- 1899 Hoffman: formulation and patent
Antibacterial drugs: penicillins
1941
Prevents crosslinking between proteins
and therefore cell wall synthesis (mucoproteins).
Aspirin substitutes
Now banned Tylenol
Advil Aleve Orudis KT
Antihistamines
Antibacterial drugs: sulfa drugs
Chemical mimic-type poison for bacteria
1935
Other antibacterial drugs
Fluoroquinolone
bind to
bacterial
ribosomes inhibits
bacterial DNA
replication
Structure-based Drug Design Cycle
– Target identification
and validation
– Assay development
– Virtual screening (VS)
– High throughput
screening (HTS)
– Quantitative structure –
activity relationship
(QSAR) and refinement
of compounds
– Characterization of
prospective drugs
– Testing on animals for
activity and side effects
– Clinical trials
– FDA approval
Drugs derived from structure-based approaches
Nelfinavir in the active
site of HIV-1 protease:
Agouron's AIDS drug nelfinavir
(brand name Viracept) is one of
the drugs on the market that can
be traced directly to structure-
based methods.
Capoten Captopril ACE Hypertension 1981 Bristol-
Myers
Squibb
Trusopt Dorzolamide Carbonic
anhydrase
Glaucoma 1995 Merck
Viracept Nelfinavir HIV protease HIV/ AIDS 1999 Agouron
(Pfizer)
and Lilly
Tamiflu Oseltamivir Neuraminidase Influenza 1999 Gilead and
Roche
Gleevec Imatinib BCR- Abl Chronic
myelogenous
leukaemia
2001 Novartis
Drugs derived from structure-based approaches
Determination of Target Structure
Crystal structure of
Rhodopsin: A G protein-
coupled receptor.
Palczewski et al. Science (2000) 289, 739- 45.
A. Binding site comprising
three binding pockets
B. Crystallographic screening
locates molecular
fragments that bind to one,
two or all three pockets
C. A lead compound is
designed by organizing all
three fragments around a
core template
D. Growing out of a single
fragment
Example Combinatorial Library
NH
R1
R2
R3
Scaffold “R”-groups
R1 = OH
OCH3
NH2
Cl
COOH
R2 = phenyl
OH
NH2
Br
F
CN
R3 = CF3
NO2
OCH3
OH
phenoxy
Examples
NH
OH
CN
OH
NH
OH
O
CH3
NH
C
OH
OHO
CF3
NH
C
OH
OHO
O
For this small library, the number
of possible compounds is
5 x 6 x 5 = 150
Lead Identification by Fragment Evolution
Similarity Paradox
Descriptors of
Molecular Structure & Properties
• 1D-descriptors encode chemical composition &
physicochemical properties
– MW, CmOnHk ,hydrophobicity
• 2D-descriptors encode chemical topology
– Connectivity indices, degree of branching,
degree of flexibility, # of aromatic bonds
• 3D-descriptors encode 3D shape, volume,
functionality, surface area
– Pharmacophore – the spatial arrangement of
chemical groups that determines its activity
Lipinski Rule of Five (1997)
• Poor absorption and permeation are more likely to
occur when there are more than 5 hydrogen-bond
donors, more than 10 hydrogen-bond acceptors,
the molecular mass is greater than 500, or the log
P value is greater than 5.
• Further research studied a broader range of
physicochemical and structural properties
• Related problems:
– Compound toxicity
– Compound mutagenicity
– Blood-brain barrier penetration
– Central nervous system activity
In Silico ADME Models
• Computational methods can predict compound properties
important to ADME, e.g.
– LogP, a liphophilicity measure
– Solubility
– Permeability
– Cytochrome p450 metabolism
• Means estimates can be made for millions of compouds,
helping reduce “attrition” – the failure rate of compounds
in late stage
Structure of Cytochrome P450:
responsible for primary
metabolism of majority of
drugs in human body -likely
to herald a new era of
structure-based design in the
modulation of metabolic
properties of drugs.
Can metabolism properties be modulated?

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Structure based drug design

  • 2. Pain relievers: aspirin • Analgesic (pain reliever) • Antipyritic (fever reducer) • Anti-inflammatory • Anticoagulent Inhibits production of prostaglandins (pain messengers) History of Aspirin - Hippocratus: powder made from the bark and leaves of the willow tree to help heal headaches, pains and fevers - Henri Leroux & Raffaele Piria: purification of active ingradient from the plant - 1899 Hoffman: formulation and patent
  • 3. Antibacterial drugs: penicillins 1941 Prevents crosslinking between proteins and therefore cell wall synthesis (mucoproteins).
  • 4. Aspirin substitutes Now banned Tylenol Advil Aleve Orudis KT
  • 6. Antibacterial drugs: sulfa drugs Chemical mimic-type poison for bacteria 1935
  • 7. Other antibacterial drugs Fluoroquinolone bind to bacterial ribosomes inhibits bacterial DNA replication
  • 8. Structure-based Drug Design Cycle – Target identification and validation – Assay development – Virtual screening (VS) – High throughput screening (HTS) – Quantitative structure – activity relationship (QSAR) and refinement of compounds – Characterization of prospective drugs – Testing on animals for activity and side effects – Clinical trials – FDA approval
  • 9. Drugs derived from structure-based approaches Nelfinavir in the active site of HIV-1 protease: Agouron's AIDS drug nelfinavir (brand name Viracept) is one of the drugs on the market that can be traced directly to structure- based methods.
  • 10. Capoten Captopril ACE Hypertension 1981 Bristol- Myers Squibb Trusopt Dorzolamide Carbonic anhydrase Glaucoma 1995 Merck Viracept Nelfinavir HIV protease HIV/ AIDS 1999 Agouron (Pfizer) and Lilly Tamiflu Oseltamivir Neuraminidase Influenza 1999 Gilead and Roche Gleevec Imatinib BCR- Abl Chronic myelogenous leukaemia 2001 Novartis Drugs derived from structure-based approaches
  • 11. Determination of Target Structure Crystal structure of Rhodopsin: A G protein- coupled receptor. Palczewski et al. Science (2000) 289, 739- 45.
  • 12. A. Binding site comprising three binding pockets B. Crystallographic screening locates molecular fragments that bind to one, two or all three pockets C. A lead compound is designed by organizing all three fragments around a core template D. Growing out of a single fragment
  • 13. Example Combinatorial Library NH R1 R2 R3 Scaffold “R”-groups R1 = OH OCH3 NH2 Cl COOH R2 = phenyl OH NH2 Br F CN R3 = CF3 NO2 OCH3 OH phenoxy Examples NH OH CN OH NH OH O CH3 NH C OH OHO CF3 NH C OH OHO O For this small library, the number of possible compounds is 5 x 6 x 5 = 150
  • 14. Lead Identification by Fragment Evolution
  • 16. Descriptors of Molecular Structure & Properties • 1D-descriptors encode chemical composition & physicochemical properties – MW, CmOnHk ,hydrophobicity • 2D-descriptors encode chemical topology – Connectivity indices, degree of branching, degree of flexibility, # of aromatic bonds • 3D-descriptors encode 3D shape, volume, functionality, surface area – Pharmacophore – the spatial arrangement of chemical groups that determines its activity
  • 17. Lipinski Rule of Five (1997) • Poor absorption and permeation are more likely to occur when there are more than 5 hydrogen-bond donors, more than 10 hydrogen-bond acceptors, the molecular mass is greater than 500, or the log P value is greater than 5. • Further research studied a broader range of physicochemical and structural properties • Related problems: – Compound toxicity – Compound mutagenicity – Blood-brain barrier penetration – Central nervous system activity
  • 18. In Silico ADME Models • Computational methods can predict compound properties important to ADME, e.g. – LogP, a liphophilicity measure – Solubility – Permeability – Cytochrome p450 metabolism • Means estimates can be made for millions of compouds, helping reduce “attrition” – the failure rate of compounds in late stage
  • 19. Structure of Cytochrome P450: responsible for primary metabolism of majority of drugs in human body -likely to herald a new era of structure-based design in the modulation of metabolic properties of drugs. Can metabolism properties be modulated?