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Drug Discovery Challenges and
        Different Discovery Approaches



Presentation by:- Hitesh Soni

CONFIDENTIAL
Drug Discovery Challenges




                     Withdrawn



CONFIDENTIAL
Drug Discovery Challenges




CONFIDENTIAL
Drug Discovery Challenges




CONFIDENTIAL
Drug Discovery Challenges




CONFIDENTIAL
Drug Discovery Challenges




CONFIDENTIAL
Drug Discovery Challenges




CONFIDENTIAL
Drug Discovery Challenges




CONFIDENTIAL
Drug Discovery Challenges




CONFIDENTIAL
Drug Discovery Challenges




CONFIDENTIAL
Drug Discovery Challenges




CONFIDENTIAL
Drug Discovery Challenges




CONFIDENTIAL
Drug Discovery Challenges




CONFIDENTIAL
Different Discovery Approches


Natural products as a source of      Transient binding drugs      Multitarget drugs
new drug leads and new drugs




CONFIDENTIAL
Drugs or Drug lead from Nature
Nature to lab to clinic
Natural compounds again become central player

History
Digitalis(1785)-William Withering-small molecule digoxin- Lead to Understanding the
biochemistry and biology of Na-K-ATPase pump

Morphine(1806)- Freidrich Serturner-Pain- Enabled to understand the Opiate receptor
subtypes and endorphine-enkephalin pathways

Aspirin (1897)- Felix Hoffmann- Salicylic acid from Willow bark-Synthesis of Aspirin from
SA- Decided the test battery of NSAIDs Like COX-2 inhibitors, Synthetic drugs, inherent
safety issues

Penicillin from mold (1928)- Alexander Fleming
Understand the Antibiotics and role of M.O.

Mid-1900s, era of Synthetic Sulfa drugs– Allergy, Resistance

20 th century- Natural Products- Endogenous chemicals- Steroids,PGs, Peptide hormones-
Played a major role in drug discovery
20 th century- Redefined enzymology and Redefined receptor pharmacology
CONFIDENTIAL
Drugs or Drug lead from Nature


  Biochemical assay arena- Tools for measuring the potency and Selectivity

  HTS (Made natural product drug discovery impractical)

  Accelerated the rate of new drug discovery

  Shift from functional assays to artificial assays that measured molecular
  Interaction




CONFIDENTIAL
Drugs or Drug lead from Nature


  Modern and advanced technologies to predict the drug interactions,




  New technologies in drug discovery, like HTS, sensitive bioassays


  Failure in drug development/ low success rate even though increased
  Drug discovery expenditure


  What’s wrong????????????



CONFIDENTIAL
Drugs or Drug lead from Nature

  Revisit the nature using approaches,


  Lead from nature

  Functional biological assay

  Whole cell cytotoxicity assay

  Classical Pharmacological approach and animal model

  Extrapolation from Mouse-Rat-Dog-Monkey- Human???

  Humanized animal models- Genetic approach




CONFIDENTIAL
Drugs or Drug lead from Nature

 Examples

 Amphotericin B- S. nodosus- Gold standard for systemic fungal Infection- Synthesis

 Rapamycin (Sirolimus)- S. hygroscopicus- Antifungal but toxic, Revisited due
 to immunosuppressive properties. Rapamycin-eluting stents-approved
 By FDA 2003, 2007-semisynthetic analogue-Temsirolimus-approved
 by FDA for advanced renal cell carcinoma, Synthesis

 Taxol (Paclitaxel)
 Bark of pacific yew tree Taxus brevifolia. Taxol structure discovered in 1971.
 Launched in 1992 for refractory ovarian cancer.

 Paclitaxel stents approved by FDA,2004




CONFIDENTIAL
Drugs or Drug lead from Natural source



 Path , not easy

 Synthesis- very difficult due complexity but not impossible

 Screening by modern technologies- possible

 Evaluation in refined animal models




CONFIDENTIAL
Transient binding drugs
 Mind set- Weak binders are undesired and no benefit.
           Drug design towards highest possible binder to given target (receptor).

 Fact- biological interactions are weak or transient (dissociation Constant: Kd>µM)

 Transient Interactions Exerts biological effects by,
 Parallel binding
 Simultaneous binding between multiple sites on biological molecules
 Polyvalent interactions- much strong than monovalent

 Example
 Dynamic binding of cells to cells, such as white blood cells rolling over the surface of endothelial
 cells during inflammation. Simultaneous transient binding of selectin molecules on the surface of
 one type of cell with sialyl Lewis X structures on the other cell mediates this interaction. These
 interactions lead to penetration of white blood cells at the inflammation site.

 Serial Binding
 Repeated weak binding events
 Activation of T cells during immune recognition. Signal transduction seems to be as a result of
 repeated serial binding (knocking on receptor) between peptide–MHC complexes and multiple T
 cell receptors.

CONFIDENTIAL
Transient binding drugs

                                      Transient binding drugs

Weak binding (SubµM)                                                                  Transient binding
Monovalent                                   Individual weak binding                  With many targets
High off rates                               Polyvalent binding                       (multitarget)
Low on rates
                                                Multivalent interactions              1+0=1
Memantine, which was recently                   result from simultaneous
approved      for  the     treatment   of       binding of several sites              1+1=>2
Alzheimer’s disease, shows binding to           on the same molecule
the NMDA receptor in the mMrange                with multiple receptor
with an off-rate of approximately 0.4/s.        sites.
It is clear that this approach, using
weakly binding drugs with fast off-rates,       The antigen-antibody complex
could be a key factor in designing              with the immunoglobulin M
effective ion-channel blockers, and that        (IgM) is an illustrative example of
this principle can apply to a number of         the natural existence of a
neurological and other targets.                 multivalent assembly that can be
                                                composed of individual weak
Foser et al. and Bailon et al. showed that      binding sites.
PEGylated interferons for treatment of
chronic hepatitis C showed decreased            Anticancer
affinities (near to mM) compared to the         Antibiotics to minimize drug
parent interferon, because of partly lower      resistance
on rates.

CONFIDENTIAL
Faster kinetic
Transient binding drugs


Weakly binding drugs/weak biological interactions are not studied because of difficulties in
screening or analyzing them; that is, ‘if you cannot see them, they do not exist.’
Fortunately, there are a number of emerging techniques to study and screen transient
interactions.


Specificity = desired interaction vs. nondesired interaction. Ratio may be higher for weak
binders.

Kd= 1 µM- consired as nonspecific most of the times 1 µM is sufficient to fill the half of the
receptor sites




CONFIDENTIAL
Transient binding drugs, Benefits
Examples of drugs that can be considered as transiently binding are alcohol (ethanol) and nonsteroidal anti-inflammatory
drugs (NSAIDs), such as aspirin, naproxen and ibuprofen. In a complex way, alcohol affects synapses of the central nervous
system (CNS) and can be considered a transient binder, because of its perceived low affinity for different receptors in the
brain where rather high concentrations are needed to produce biological effect.

Other examples of weak enzyme inhibitors are valproic acid and butyric acid, which affect histone deacetylases.




Transient binding could also be of great value to screen for weak interactions of drug candidates to targets that produce side effects,
since these effects can be subtle. Cytochrome P450 (CYP) enzymes are a group of approximately 50 enzymes that metabolize, and are
largely responsible for clearance of, many drug compounds.
It may be of interest to study the upregulation of CYP enzymes because of weak interactions of drug substances during a longer period of
time. Negative screening for weak binding to CYP enzymes has potential for selection of drug candidates with minimal CYP
interference.
Another important issue in drug discovery is receptor desensitization.It may be situations where weakly binding substances are
sufficient to cause signal transduction but not receptor desensitization.


CONFIDENTIAL
Multitarget Approach




CONFIDENTIAL
Multitarget Approach




CONFIDENTIAL
Multitarget Approach

Complex conditions, such as cancer, inflammation, depression and
cardiovascular diseases, are not caused by a single molecular defect, but are
rather the result of a combination of molecular dysfunctions.

An illustrative example of a ‘promiscuous’ drug is the anti-cancer agent
Gleevec (Imatinib Mesylate) which shows promise in treatment of leukemia.
Although it was originally designed to hit a particular target, it was soon
realized that this drug was a multiple-target kinase inhibitor.



 Another illustrative group of drug compounds that show a broad binding
 spectrum are anti-psychotic agents where many of these bind to a plethora of
 neuronal receptors



CONFIDENTIAL
Multitarget Approach


  It is clear that the ‘magic bullet’ strategy to solve complex diseases has not
  been as successful as anticipated, suggesting instead that a ‘magic shotgun’
  strategy may be a viable alternative for a variety of disorders


   A multi-target drug will frequently be a transient binder, since it can interact
  with a number of disparate targets. In other words, cross reactivity of the drug
  should be substantial so that it can theoretically interact with multiple targets
  for maximum efficiency.




CONFIDENTIAL
Multitarget Approach




CONFIDENTIAL
Finally

      Perhaps most importantly,
      ‘old fashioned’ drug development might come back.
      If you want to know the response of a complex system, ‘ask’ the
      system (by testing drug candidates in complex in vivo tests)!
      And, although microarray techniques might be useful to follow multi-
      target drug strategies,
      in vivo pharmacology (i.e. whole-animal studies) might become
      important again .
      Furthermore , advances in genetics leads to more-efficient in vivo
      testing, better animal models are needed.
      Better animal models can be achieved by ‘humanizing’ the
      metabolism and signaling of test animals.
      Disease target genes and their protein products might be transformed
      from drug targets to core elements of better animal models in the
      future.

CONFIDENTIAL
CONFIDENTIAL

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Drug discovery challenges and different discovery approaches

  • 1. Drug Discovery Challenges and Different Discovery Approaches Presentation by:- Hitesh Soni CONFIDENTIAL
  • 2. Drug Discovery Challenges Withdrawn CONFIDENTIAL
  • 14. Different Discovery Approches Natural products as a source of Transient binding drugs Multitarget drugs new drug leads and new drugs CONFIDENTIAL
  • 15. Drugs or Drug lead from Nature Nature to lab to clinic Natural compounds again become central player History Digitalis(1785)-William Withering-small molecule digoxin- Lead to Understanding the biochemistry and biology of Na-K-ATPase pump Morphine(1806)- Freidrich Serturner-Pain- Enabled to understand the Opiate receptor subtypes and endorphine-enkephalin pathways Aspirin (1897)- Felix Hoffmann- Salicylic acid from Willow bark-Synthesis of Aspirin from SA- Decided the test battery of NSAIDs Like COX-2 inhibitors, Synthetic drugs, inherent safety issues Penicillin from mold (1928)- Alexander Fleming Understand the Antibiotics and role of M.O. Mid-1900s, era of Synthetic Sulfa drugs– Allergy, Resistance 20 th century- Natural Products- Endogenous chemicals- Steroids,PGs, Peptide hormones- Played a major role in drug discovery 20 th century- Redefined enzymology and Redefined receptor pharmacology CONFIDENTIAL
  • 16. Drugs or Drug lead from Nature Biochemical assay arena- Tools for measuring the potency and Selectivity HTS (Made natural product drug discovery impractical) Accelerated the rate of new drug discovery Shift from functional assays to artificial assays that measured molecular Interaction CONFIDENTIAL
  • 17. Drugs or Drug lead from Nature Modern and advanced technologies to predict the drug interactions, New technologies in drug discovery, like HTS, sensitive bioassays Failure in drug development/ low success rate even though increased Drug discovery expenditure What’s wrong???????????? CONFIDENTIAL
  • 18. Drugs or Drug lead from Nature Revisit the nature using approaches, Lead from nature Functional biological assay Whole cell cytotoxicity assay Classical Pharmacological approach and animal model Extrapolation from Mouse-Rat-Dog-Monkey- Human??? Humanized animal models- Genetic approach CONFIDENTIAL
  • 19. Drugs or Drug lead from Nature Examples Amphotericin B- S. nodosus- Gold standard for systemic fungal Infection- Synthesis Rapamycin (Sirolimus)- S. hygroscopicus- Antifungal but toxic, Revisited due to immunosuppressive properties. Rapamycin-eluting stents-approved By FDA 2003, 2007-semisynthetic analogue-Temsirolimus-approved by FDA for advanced renal cell carcinoma, Synthesis Taxol (Paclitaxel) Bark of pacific yew tree Taxus brevifolia. Taxol structure discovered in 1971. Launched in 1992 for refractory ovarian cancer. Paclitaxel stents approved by FDA,2004 CONFIDENTIAL
  • 20. Drugs or Drug lead from Natural source Path , not easy Synthesis- very difficult due complexity but not impossible Screening by modern technologies- possible Evaluation in refined animal models CONFIDENTIAL
  • 21. Transient binding drugs Mind set- Weak binders are undesired and no benefit. Drug design towards highest possible binder to given target (receptor). Fact- biological interactions are weak or transient (dissociation Constant: Kd>µM) Transient Interactions Exerts biological effects by, Parallel binding Simultaneous binding between multiple sites on biological molecules Polyvalent interactions- much strong than monovalent Example Dynamic binding of cells to cells, such as white blood cells rolling over the surface of endothelial cells during inflammation. Simultaneous transient binding of selectin molecules on the surface of one type of cell with sialyl Lewis X structures on the other cell mediates this interaction. These interactions lead to penetration of white blood cells at the inflammation site. Serial Binding Repeated weak binding events Activation of T cells during immune recognition. Signal transduction seems to be as a result of repeated serial binding (knocking on receptor) between peptide–MHC complexes and multiple T cell receptors. CONFIDENTIAL
  • 22. Transient binding drugs Transient binding drugs Weak binding (SubµM) Transient binding Monovalent Individual weak binding With many targets High off rates Polyvalent binding (multitarget) Low on rates Multivalent interactions 1+0=1 Memantine, which was recently result from simultaneous approved for the treatment of binding of several sites 1+1=>2 Alzheimer’s disease, shows binding to on the same molecule the NMDA receptor in the mMrange with multiple receptor with an off-rate of approximately 0.4/s. sites. It is clear that this approach, using weakly binding drugs with fast off-rates, The antigen-antibody complex could be a key factor in designing with the immunoglobulin M effective ion-channel blockers, and that (IgM) is an illustrative example of this principle can apply to a number of the natural existence of a neurological and other targets. multivalent assembly that can be composed of individual weak Foser et al. and Bailon et al. showed that binding sites. PEGylated interferons for treatment of chronic hepatitis C showed decreased Anticancer affinities (near to mM) compared to the Antibiotics to minimize drug parent interferon, because of partly lower resistance on rates. CONFIDENTIAL Faster kinetic
  • 23. Transient binding drugs Weakly binding drugs/weak biological interactions are not studied because of difficulties in screening or analyzing them; that is, ‘if you cannot see them, they do not exist.’ Fortunately, there are a number of emerging techniques to study and screen transient interactions. Specificity = desired interaction vs. nondesired interaction. Ratio may be higher for weak binders. Kd= 1 µM- consired as nonspecific most of the times 1 µM is sufficient to fill the half of the receptor sites CONFIDENTIAL
  • 24. Transient binding drugs, Benefits Examples of drugs that can be considered as transiently binding are alcohol (ethanol) and nonsteroidal anti-inflammatory drugs (NSAIDs), such as aspirin, naproxen and ibuprofen. In a complex way, alcohol affects synapses of the central nervous system (CNS) and can be considered a transient binder, because of its perceived low affinity for different receptors in the brain where rather high concentrations are needed to produce biological effect. Other examples of weak enzyme inhibitors are valproic acid and butyric acid, which affect histone deacetylases. Transient binding could also be of great value to screen for weak interactions of drug candidates to targets that produce side effects, since these effects can be subtle. Cytochrome P450 (CYP) enzymes are a group of approximately 50 enzymes that metabolize, and are largely responsible for clearance of, many drug compounds. It may be of interest to study the upregulation of CYP enzymes because of weak interactions of drug substances during a longer period of time. Negative screening for weak binding to CYP enzymes has potential for selection of drug candidates with minimal CYP interference. Another important issue in drug discovery is receptor desensitization.It may be situations where weakly binding substances are sufficient to cause signal transduction but not receptor desensitization. CONFIDENTIAL
  • 27. Multitarget Approach Complex conditions, such as cancer, inflammation, depression and cardiovascular diseases, are not caused by a single molecular defect, but are rather the result of a combination of molecular dysfunctions. An illustrative example of a ‘promiscuous’ drug is the anti-cancer agent Gleevec (Imatinib Mesylate) which shows promise in treatment of leukemia. Although it was originally designed to hit a particular target, it was soon realized that this drug was a multiple-target kinase inhibitor. Another illustrative group of drug compounds that show a broad binding spectrum are anti-psychotic agents where many of these bind to a plethora of neuronal receptors CONFIDENTIAL
  • 28. Multitarget Approach It is clear that the ‘magic bullet’ strategy to solve complex diseases has not been as successful as anticipated, suggesting instead that a ‘magic shotgun’ strategy may be a viable alternative for a variety of disorders A multi-target drug will frequently be a transient binder, since it can interact with a number of disparate targets. In other words, cross reactivity of the drug should be substantial so that it can theoretically interact with multiple targets for maximum efficiency. CONFIDENTIAL
  • 30. Finally Perhaps most importantly, ‘old fashioned’ drug development might come back. If you want to know the response of a complex system, ‘ask’ the system (by testing drug candidates in complex in vivo tests)! And, although microarray techniques might be useful to follow multi- target drug strategies, in vivo pharmacology (i.e. whole-animal studies) might become important again . Furthermore , advances in genetics leads to more-efficient in vivo testing, better animal models are needed. Better animal models can be achieved by ‘humanizing’ the metabolism and signaling of test animals. Disease target genes and their protein products might be transformed from drug targets to core elements of better animal models in the future. CONFIDENTIAL