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Drug Discovery & Development
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Introduction In the past most drugs have been discovered either by identifying the active ingredient from traditional remedies or by serendipitous discovery. But now we know diseases are controlled at molecular and physiological level. Also shape of an molecule at atomic level is well understood. Information of Human Genome
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History of Drug Discovery :
Pre 1919 Herbal Drugs Serendiptious discoveries 1920s, 30s Vitamins Vaccines 1940s Antibiotic Era R&D Boost due to WW2 1950s New technology, Discovery of DNA 1960s Breakthrough in Etiology 1970s Rise of Biotechnology Use of IT 1980s Commercialization of Drug Discovery Combinatorial Chemistry 1990s Robotics Automation
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Drug Discovery & Development-Timeline
PRECLINICAL CLINICAL TRIALS FDA REVIEW 10,000 COMPOUNDS 250 COMPOUNDS 1 FDA APPROVED DRUG 5 COMPOUNDS ~6.5 YEARS ~7 YEARS ~1.5 YEARS
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Drug Discovery Drugs Discovery methods: Random Screening
Molecular Manipulation Molecular Designing Drug Metabolites Serendipity
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Clinical Trials and Therapeutics
Target Selection Cellular and Genetic Targets Genomics Proteomics Bioinformatics Lead Discovery Synthesis and Isolation Combinatorial Chemistry Assay development High-Throughput Screening Medicinal Chemistry Library Development SAR Studies In Silico Screening Chemical Synthesis In Vitro Studies Drug Affinity and Selectivity Cell Disease Models MOA Lead Candidate Refinement In Vivo Studies Animal models of Disease States Behavioural Studies Functional Imaging Ex-Vivo Studies Clinical Trials and Therapeutics
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Cellular & Genetic Targets
Target Selection Target selection in drug discovery is defined as the decision to focus on finding an agent with a particular biological action that is anticipated to have therapeutic utility — is influenced by a complex balance of scientific, medical and strategic considerations. Target identification: to identify molecular targets that are involved in disease progression. Target validation: to prove that manipulating the molecular target can provide therapeutic benefit for patients. Cellular & Genetic Targets Genomics Proteomics Bioinformatics Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Cellular & Genetic Targets
Target Selection Biochemical Classes of Drug Targets G-protein coupled receptors - 45% enzymes - 28% hormones and factors - 11% ion channels - 5% nuclear receptors - 2% Techniques for Target Identification Cellular & Genetic Targets Genomics Proteomics Bioinformatics Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Cellular & Genetic Targets:
Involves the identification of the function of a potential therapeutic drug target and its role in the disease process. For small-molecule drugs, this step in the process involves identification of the target receptors or enzymes whereas for some biologic approaches the focus is at the gene or transcription level. Drugs usually act on either cellular or genetic chemicals in the body, known as targets, which are believed to be associated with disease. Cellular & Genetic Targets Genomics Proteomics Bioinformatics Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Cellular & Genetic Targets:
Scientists use a variety of techniques to identify and isolate individual targets to learn more about their functions and how they influence disease. Compounds are then identified that have various interactions with the drug targets that might be helpful in treatment of a specific disease. Cellular & Genetic Targets Genomics Proteomics Bioinformatics Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Cellular & Genetic Targets
Genomics: The study of genes and their function. Genomics aims to understand the structure of the genome, including the mapping genes and sequencing the DNA. Seeks to exploit the findings from the sequencing of the human and other genomes to find new drug targets. Human Genome consists of a sequence of around 3 billion nucleotides (the A C G T bases) which in turn probably encode 35,000 – 50,000 genes. Cellular & Genetic Targets Genomics Proteomics Bioinformatics Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Cellular & Genetic Targets
Genomics: Drew’s estimates that the number of genes implicated in disease, both those due to defects in single genes and those arising from combinations of genes, is about 1,000 Based on 5 or 10 linked proteins per gene, he proposes that the number of potential drug targets may lie between 5,000 and 10,000. Single Nucleotide Polymorphism (SNP) libraries: are used to compare the genomes from both healthy and sick people and to identify where their genomes vary. Cellular & Genetic Targets Genomics Proteomics Bioinformatics Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Cellular & Genetic Targets
Proteomics: It is the study of the proteome, the complete set of proteins produced by a species, using the technologies of large – scale protein separation and identification. It is becoming increasingly evident that the complexity of biological systems lies at the level of the proteins, and that genomics alone will not suffice to understand these systems. It is also at the protein level that disease processes become manifest, and at which most (91%) drugs act. Therefore, the analysis of proteins (including protein-protein, protein-nucleic acid, and protein ligand interactions) will be utmost importance to target discovery. Cellular & Genetic Targets Genomics Proteomics Bioinformatics Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Cellular & Genetic Targets
Proteomics: Proteomics is the systematic high-throughput separation and characterization of proteins within biological systems. Target identification with proteomics is performed by comparing the protein expression levels in normal and diseased tissues. 2D PAGE is used to separate the proteins, which are subsequently identified and fully characterized with LC-MS/MS. Cellular & Genetic Targets Genomics Proteomics Bioinformatics Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Cellular & Genetic Targets
Bioinformatics: Bioinformatics is a branch of molecular biology that involves extensive analysis of biological data using computers, for the purpose of enhancing biological research. It plays a key role in various stages of the drug discovery process including target identification computer screening of chemical compounds and pharmacogenomics Cellular & Genetic Targets Genomics Proteomics Bioinformatics Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Cellular & Genetic Targets
Bioinformatics: Bioinformatics methods are used to transform the raw sequence into meaningful information (eg. genes and their encoded proteins) and to compare whole genomes (disease vs. not). Can compare the entire genome of pathogenic and non-pathogenic strains of a microbe and identify genes/proteins associated with pathogenism Using gene expression micro arrays and gene chip technologies, a single device can be used to evaluate and compare the expression of up to genes of healthy and diseased individuals at once Cellular & Genetic Targets Genomics Proteomics Bioinformatics Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Lead Discovery: Identification of small molecule modulators of protein function The process of transforming these into high-content lead series. Synthesis and Isolation Combinatorial Chemistry Assay Development High Throughput Screening Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Synthesis and Isolation:
Separation of mixture Separation of impurities In vitro chemical synthesis Biosynthetic intermediate Synthesis and Isolation Combinatorial Chemistry Assay Development High Throughput Screening Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Combinatorial Chemistry:
Rapid synthesis of or computer simulation of large no. of different but structurally related molecules Search new leads Optimization of target affinity & selectivity. ADME properties Reduce toxicity and eliminate side effects Synthesis and Isolation Combinatorial Chemistry Assay Development High Throughput Screening Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Assay Development Used for measuring the activity of a drug.
Discriminate between compounds. Evaluate: Expressed protein targets. Enzyme/ substrate interactions. Synthesis and Isolation Combinatorial Chemistry Assay Development High Throughput Screening Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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High throughput screening:
Screening of drug target against selection of chemicals. Identification of highly target specific compounds. Synthesis and Isolation Combinatorial Chemistry Assay Development High Throughput Screening Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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High throughput screening:
Synthesis and Isolation Combinatorial Chemistry Assay Development High Throughput Screening Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Medicinal Chemistry: It’s a discipline at the intersection of synthetic organic chemistry and parmacology. Focuses on small organic molecules (and not on biologics and inorganic compounds) Used in Drug discovery (hits) Lead optimization (hit to lead) Process chemistry and development Library Development SAR Studies In Silico Screening Chemical Synthesis Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Library Development: Collection of stored chemicals along with associated database. Assists in High Throughput Screening Helps in screening of drug target (hit) Based on organic chemistry Library Development SAR Studies In Silico Screening Chemical Synthesis Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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SAR Studies: Helps identify pharmacophore
The pharmacophore is the precise section of the molecule that is responsible for biological activity Enables to prepare more active compound Allow elimination of excessive functionality Library Development SAR Studies In Silico Screening Chemical Synthesis Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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SAR Studies: Morphine Molecule Library Development SAR Studies
In Silico Screening Chemical Synthesis Morphine Molecule Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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In silico screening: Computer simulated screening of chemicals
Helps in finding structures that are most likely to bind to drug target. Filter enormous Chemical space Economic than HTS Library Development SAR Studies In Silico Screening Chemical Synthesis Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Chemical Synthesis: Involve production of lead compound in suitable quantity and quality to allow large scale animal and eventual, extensive human clinical trials Optimization of chemical route for bulk industrial production. Suitable drug formulation Library Development SAR Studies In Silico Screening Chemical Synthesis Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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In Vitro Studies: (In glass) studies using component of organism i.e. test tube experiments Examples- Cells derived from multicellular organisms Subcellular components (Ribosomes, mitochondria) Cellular/ subcellular extracts (wheat germ, reticulocyte extract) Purified molecules (DNA,RNA) Drug Affinity and Selectivity Cell Disease Models MOA Lead Candidate Refinement Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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In Vitro Studies: Advantages:
Studies can be completed in short period of time. Reduces risk in post clinical trials permits an enormous level of simplification of the system investigator can focus on a small number of components Drug Affinity and Selectivity Cell Disease Models MOA Lead Candidate Refinement Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Drug affinity and selectivity
Drug affinity is the ability of drug to bind to its biological target (receptor, enzyme, transport system, etc.) Selectivity- Drug should bind to specific receptor site on the cell (eg. Aspirin) Drug Affinity and Selectivity Cell Disease Models MOA Lead Candidate Refinement Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Cell disease models Isogenic human disease models- are a family of cells that are selected or engineered to accurately model the genetics of a specific patient population, in vitro Stem cell disease models-Adult or embryonic stem cells carrying or induced to carry defective genes can be investigated in vitro to understand latent molecular mechanisms and disease characteristics Drug Affinity and Selectivity Cell Disease Models MOA Lead Candidate Refinement Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Lead Candidate refinement
Optimizing chemical hits for clinical trial is commonly referred to as lead optimization The refinement in structure is necessary in order to improve Potency Oral Availability Selectivity pharmacokinetic properties safety (ADME properties) Drug Affinity and Selectivity Cell Disease Models MOA Lead Candidate Refinement Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Animal models of Disease States
In vivo studies Its experimentation using a whole, living organism. Gives information about, Metabolic profile Toxicology Drug interaction Animal models of Disease States Behavioural Studies Functional Imaging Ex-Vivo Studies Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Animal models of disease states
Test conditions involving induced disease or injury similar to human conditions. Must be equivalent in mechanism of cause. Can predict human toxicity in 71% of the cases. Eg. SCID mice-HIV NOD mice- Diabetes Danio rerio- Gene function Animal models of Disease States Behavioural Studies Functional Imaging Ex-Vivo Studies Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Animal models of Disease States
Behavioural Studies Tools to investigate behavioural results of drugs. Used to observe depression and mental disorders. However self esteem and suicidality are hard to induce. Example: Despair based- Forced swimming/ Tail suspension Reward based Anxiety Based Animal models of Disease States Behavioural Studies Functional Imaging Ex-Vivo Studies Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Animal models of Disease States
Functional Imaging: Method of detecting or measuring changes in metabolism, blood flow, regional chemical composition, and absorption. Tracers or probes used. Modalities Used- MRI CT-Scan Animal models of Disease States Behavioural Studies Functional Imaging Ex-Vivo Studies Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Animal models of Disease States
Ex-Vivo Studies: Experimentation on tissue in an artificial environment outside the organism with the minimum alteration of natural conditions. Counters ethical issues. Examples: Measurement of tissue properties Realistic models for surgery Animal models of Disease States Behavioural Studies Functional Imaging Ex-Vivo Studies Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Clinical trials: Set of procedures in medical research and drug development to study the safety and efficacy of new drug. Essential to get marketing approval from regulatory authorities. May require upto 7 years. Phase-I Phase-II Phase-III Phase-IV Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Phase 0: Recent designation, also known as human micro-dosing studies. First in human trials, conducted to study exploratory investigational new drug. Designed to to speed up the development of promising drugs. Concerned with- Preliminary data on the drug’s pharmacodynamics and pharmacokinetics Efficacy of pre-clinical studies. Phase-I Phase-II Phase-III Phase-IV Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Phase I: Clinical Pharmacologic Evaluation
First stage of testing in human subjects. 20-50 Healthy Volunteers Concerned With: Human Toxicity. Tolerated Dosage Range Pharma-cology/dynamics Phase-I Phase-II Phase-III Phase-IV Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Phase I: Types of Phase-I Trials SAD (Single Ascending Dose)
MAD (Multiple Ascending Dose) Food effect Phase-I Phase-II Phase-III Phase-IV Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Phase II: Controlled Clinical Evaluation. 50-300 Patients
Controlled Single Blind Technique Concerned With: Safety Efficacy Drug Toxicity Drug Interaction Phase-I Phase-II Phase-III Phase-IV Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Phase III: Extended Clinical Trials. Most expensive & time consuming.
Patients. Controlled Double Blind Technique. Concerned With: Safety, Efficacy Comparison with other Drugs Package Insert Phase-I Phase-II Phase-III Phase-IV Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Phase IV: Post Marketing Surveillance.
Designed to detect any rare or long-term adverse effects. Adverse Drug Reaction Monitoring. Pharmacovigilance. Phase-I Phase-II Phase-III Phase-IV Target Selection Lead Discovery Medicinal Chemistry In Vitro Studies In Vivo Studies Clinical Trials
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Drug Discovery & Development-Timeline
PRECLINICAL CLINICAL TRIALS FDA REVIEW 10,000 COMPOUNDS 250 COMPOUNDS 1 FDA APPROVED DRUG 5 COMPOUNDS ~6.5 YEARS ~7 YEARS ~1.5 YEARS
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