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DRUG
ā€¢ Adrug may be defined as ā€œa chemical entity that when consumed/injected,
resultsinthecontrol or eradicationof aparticulardisease/infectionā€.
ā€¢ Drug discovery is a pipeline process involved in the evolution of drugs and
involvesā€œgenesto drugsā€strategy.
ā€¢ Identifying the gene responsible for a particular disease process and finally
evolvingadrugto combatthedisease-thesethreeformsthemain areasinthis
strategy.
ā€¢ Drug discovery process usuallystarts with an analysis of binding sites in target
proteins or an identification of structural features common to active
compounds.
ā€¢ The process ends with the generation of small molecule ā€œleadsā€ suitable for
furtherchemical syntheticwork.
ā€¢ Itis a recent and emerging discipline thatuses several bioinformatics tools and
relatedfields likechemiinformaticsandcombinatorial chemistry.
ā€¢ CADD uses computational chemistry to discover, enhances or study of drugs
andrelated biologicallyactivemolecules.
ā€¢ CADD technique are dependent on bioinformatic tools, databases and
applications.
COMPUTERAIDED DRUGDESIGN(CADD)
ROLE OFCADD
ā€¢ Thetargetof computer assisted drug design (cadd) is notto
find the ideal drug but to identify and optimize lead
compoundsandsavesome experiments
ā€¢ Theparametersexpectedfrom adrugare
ā€¢ Safety
ā€¢ Efficiency
ā€¢ Stability
ā€¢ Solubility
ā€¢ Synthetic viability
ā€¢ Novelty
OthersapplicationsofCADD
ļ¶There are different techniques used in CADD visualization,
homology, molecular dynamic & energy minimization molecular
docking.
ļ¶Computer aided drug design is applicable in;
ļƒ˜ Cancer disease
ļƒ˜ Transportation of drug to specific site in body
ļƒ˜ Data collections and storages of organics and biologicals.
The Current Roles of the ComputerIn DrugDesign
ā€¢ Storing andretrieving information
ā€¢ Structures determined by x-ray crystallography for biologicaltargets
(enzymes)anddrug molecules
ā€¢ Molecules and activities testing the affect of smallstructuralchanges
onbiologicalactivityinformationabout toxicity andits
relationshipto structure
ā€¢ VISUALIZING MOLECULES
ā€¢ Similarities/differencesbetweendrugsactinginthesame way
ā€¢ Interactionbetweendrugsandreceptors
ā€¢ CALCULATIONS
ā€¢ Interactionstrengths
ā€¢ Motion(Dynamics)
IMPACTOF STRUCTURAL
BIOINFORMATICS
ON DRUG DISCOVERY
ā€¢ SPEEDS UP KEYSTEPS IN
DD PROCESS BY
COMBINING ASPECTS OF
BIOINFORMATICS,
STRUCTURAL BIOLOGY
,
AND STRUCTURE-BASED
DRUG DESIGN
Bio-
informatics
Structure-based
Drug Design
Structural
Biology
Fig 1 & 2
Fauman et al.
Identify disease
Isolate protein
Find drug
Preclinical testing
GENOMICS, PROTEOMICS & BIOPHARM.
IN VITRO & IN SILICO ADME MODELS
Potentially producing many more targets
and ā€œpersonalizedā€ targets
HIGH THROUGHPUT SCREENING
Screening up to 100,000 compounds a
day for activity against a target protein
VIRTUAL SCREENING
Using a computer to
predict activity
COMBINATORIAL CHEMISTRY
Rapidly producing vast numbers
of compounds
MOLECULAR MODELING
Computer graphics & models help improve activity
Tissue and computer models begin to replace animal testing
Thank You

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Role of computer in the discovery of drugs

  • 1.
  • 2. DRUG ā€¢ Adrug may be defined as ā€œa chemical entity that when consumed/injected, resultsinthecontrol or eradicationof aparticulardisease/infectionā€. ā€¢ Drug discovery is a pipeline process involved in the evolution of drugs and involvesā€œgenesto drugsā€strategy. ā€¢ Identifying the gene responsible for a particular disease process and finally evolvingadrugto combatthedisease-thesethreeformsthemain areasinthis strategy.
  • 3. ā€¢ Drug discovery process usuallystarts with an analysis of binding sites in target proteins or an identification of structural features common to active compounds. ā€¢ The process ends with the generation of small molecule ā€œleadsā€ suitable for furtherchemical syntheticwork. ā€¢ Itis a recent and emerging discipline thatuses several bioinformatics tools and relatedfields likechemiinformaticsandcombinatorial chemistry. ā€¢ CADD uses computational chemistry to discover, enhances or study of drugs andrelated biologicallyactivemolecules. ā€¢ CADD technique are dependent on bioinformatic tools, databases and applications. COMPUTERAIDED DRUGDESIGN(CADD)
  • 4. ROLE OFCADD ā€¢ Thetargetof computer assisted drug design (cadd) is notto find the ideal drug but to identify and optimize lead compoundsandsavesome experiments ā€¢ Theparametersexpectedfrom adrugare ā€¢ Safety ā€¢ Efficiency ā€¢ Stability ā€¢ Solubility ā€¢ Synthetic viability ā€¢ Novelty
  • 5. OthersapplicationsofCADD ļ¶There are different techniques used in CADD visualization, homology, molecular dynamic & energy minimization molecular docking. ļ¶Computer aided drug design is applicable in; ļƒ˜ Cancer disease ļƒ˜ Transportation of drug to specific site in body ļƒ˜ Data collections and storages of organics and biologicals.
  • 6. The Current Roles of the ComputerIn DrugDesign ā€¢ Storing andretrieving information ā€¢ Structures determined by x-ray crystallography for biologicaltargets (enzymes)anddrug molecules ā€¢ Molecules and activities testing the affect of smallstructuralchanges onbiologicalactivityinformationabout toxicity andits relationshipto structure ā€¢ VISUALIZING MOLECULES ā€¢ Similarities/differencesbetweendrugsactinginthesame way ā€¢ Interactionbetweendrugsandreceptors ā€¢ CALCULATIONS ā€¢ Interactionstrengths ā€¢ Motion(Dynamics)
  • 7. IMPACTOF STRUCTURAL BIOINFORMATICS ON DRUG DISCOVERY ā€¢ SPEEDS UP KEYSTEPS IN DD PROCESS BY COMBINING ASPECTS OF BIOINFORMATICS, STRUCTURAL BIOLOGY , AND STRUCTURE-BASED DRUG DESIGN Bio- informatics Structure-based Drug Design Structural Biology Fig 1 & 2 Fauman et al.
  • 8. Identify disease Isolate protein Find drug Preclinical testing GENOMICS, PROTEOMICS & BIOPHARM. IN VITRO & IN SILICO ADME MODELS Potentially producing many more targets and ā€œpersonalizedā€ targets HIGH THROUGHPUT SCREENING Screening up to 100,000 compounds a day for activity against a target protein VIRTUAL SCREENING Using a computer to predict activity COMBINATORIAL CHEMISTRY Rapidly producing vast numbers of compounds MOLECULAR MODELING Computer graphics & models help improve activity Tissue and computer models begin to replace animal testing