nucleic lec 12
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Questions and Answers

What is a defining characteristic of a drug?

  • It produces side effects that are always negligible.
  • It must bind to a biological target. (correct)
  • It originates only from natural sources.
  • It is always a synthetic compound.
  • What was one of the primary benefits of acetylating salicylic acid to form aspirin?

  • It increased the potency of the drug by tenfold.
  • It created a new pathway in drug synthesis techniques.
  • It reduced gastrointestinal distress compared to salicylic acid. (correct)
  • It eliminated all side effects associated with the drug.
  • Why is target identification crucial in drug discovery?

  • It helps to focus the drug’s action on specific biological molecules. (correct)
  • It ensures the drug has minimal production costs.
  • It eliminates the need for clinical trials.
  • It guarantees a drug’s effectiveness in all patients.
  • What role do high throughput screening methods play in drug discovery?

    <p>They allow for rapid testing of multiple compounds against targets. (D)</p> Signup and view all the answers

    What is a key challenge faced during clinical trials?

    <p>Recruiting a sufficiently diverse and representative patient population. (A)</p> Signup and view all the answers

    What percentage of compounds in clinical trials typically fail to receive approval?

    <p>80 - 90% (D)</p> Signup and view all the answers

    What is an important criterion in selecting a target for drug discovery?

    <p>Its structure (A)</p> Signup and view all the answers

    Which phase follows the identification of drug 'hits'?

    <p>Lead optimization (B)</p> Signup and view all the answers

    What is the typical volume for a high throughput screening (HTS) test?

    <p>&lt; 1 µl (A)</p> Signup and view all the answers

    What might cause a 'hit' to be deemed unsuitable during the transition to 'leads'?

    <p>Non-specific interactions (D)</p> Signup and view all the answers

    Which aspect does lead optimization primarily focus on improving?

    <p>Affinity and selectivity (B)</p> Signup and view all the answers

    What is the average cost and duration to develop and approve a new drug?

    <p>$2 billion and 15 years (B)</p> Signup and view all the answers

    What is the primary goal of high throughput screening (HTS)?

    <p>Finding compounds that bind to a target (D)</p> Signup and view all the answers

    What is one of the initial steps in the drug development process after discovering a drug candidate?

    <p>Conduct in vitro and animal trials for safety (C)</p> Signup and view all the answers

    What does the drug development phase known as 'lead optimization' primarily focus on?

    <p>Enhancing drug affinity and specificity (C)</p> Signup and view all the answers

    In drug development, what is the purpose of pre-clinical trials?

    <p>To evaluate safety and efficacy in laboratory settings (B)</p> Signup and view all the answers

    What do the phases of clinical trials primarily aim to achieve after pre-clinical testing?

    <p>Prove safety and efficacy in human subjects (A)</p> Signup and view all the answers

    Which factor must be established before a drug can be marketed to patients?

    <p>It must have been approved by a government body (A)</p> Signup and view all the answers

    Which of the following is a crucial aspect of risk assessment in drug development?

    <p>Careful evaluation of potential adverse effects (B)</p> Signup and view all the answers

    What is a common challenge faced during clinical trials?

    <p>Obtaining an adequate number of suitable volunteers (D)</p> Signup and view all the answers

    Which aspect is NOT typically tested during the lead discovery phase?

    <p>Market viability (A)</p> Signup and view all the answers

    Which property is NOT essential for orally available drugs?

    <p>High molecular weight for increased stability (D)</p> Signup and view all the answers

    What role does computational anticipation of properties play in drug development?

    <p>It minimizes resource requirements for drug projects (B)</p> Signup and view all the answers

    What is the hit rate achieved by the virtual fragment screening innovation mentioned?

    <p>33% (A)</p> Signup and view all the answers

    Which factor does NOT contribute to the successful absorption of a drug in the body?

    <p>Tight binding to target (D)</p> Signup and view all the answers

    Why is it important for drugs to minimize cross reactions?

    <p>To maintain efficacy at low concentrations (B)</p> Signup and view all the answers

    What recent advancement has been utilized for docking in drug discovery?

    <p>AlphaFold 2 models (A)</p> Signup and view all the answers

    Which characteristic is important for a drug to pass through cell membranes?

    <p>High lipophilicity (D)</p> Signup and view all the answers

    What is the primary benefit of using computational methods in drug screening?

    <p>They enable virtual screening of drug-like molecules. (D)</p> Signup and view all the answers

    Which statement best describes the role of AF3 in drug discovery?

    <p>It can enhance virtual screening and affinity optimization. (C)</p> Signup and view all the answers

    What unique advantage does computational pre-screening provide in drug development?

    <p>It identifies unexploited interactions for binding energy. (C)</p> Signup and view all the answers

    Which of the following is NOT a feature of AF3 and related tools in drug discovery?

    <p>They allow for real-time adjustments during clinical trials. (B)</p> Signup and view all the answers

    Which challenge can be mitigated through the use of AF3 in drug discovery?

    <p>The cost associated with physical drug trials. (B)</p> Signup and view all the answers

    What does AF3's capability to predict complex structures aim to achieve in drug optimization?

    <p>Improving the likelihood of effective drug-target interactions. (B)</p> Signup and view all the answers

    How does having the structure of a target influence drug discovery?

    <p>It provides a framework for pre-screening compounds. (A)</p> Signup and view all the answers

    What is the primary mechanism by which Aspirin exerts its effects?

    <p>Inhibiting the synthesis of prostaglandins (B)</p> Signup and view all the answers

    What specific enzyme does Aspirin irreversibly inhibit?

    <p>Cyclooxygenase 2 (COX-2) (B)</p> Signup and view all the answers

    What does the acetylation of Ser530 by Aspirin result in?

    <p>Formation of a covalent bond (D)</p> Signup and view all the answers

    What is a possible consequence of random modifications in drug design as stated in the content?

    <p>Creation of highly addictive drugs (A)</p> Signup and view all the answers

    What distinguishes salicylic acid's action from that of Aspirin?

    <p>It binds to the same pocket as Aspirin but does not acetylate (C)</p> Signup and view all the answers

    What is the main effect of COX-2 in the body?

    <p>It synthesizes prostaglandins. (A)</p> Signup and view all the answers

    How does Aspirin acetylate Ser530 in COX-2?

    <p>By acetylating the side chain of Ser530. (B)</p> Signup and view all the answers

    What does the 'A' in ADME Tox stand for?

    <p>Absorption (A)</p> Signup and view all the answers

    Which of the following best describes the term 'Metabolism' in the context of ADME Tox?

    <p>The breakdown of the compound by the liver (B)</p> Signup and view all the answers

    What is the significance of considering ADME-Tox issues early in drug development?

    <p>To avoid designing inherent problems into the compound (A)</p> Signup and view all the answers

    What does the 'Toxicity' aspect in ADME Tox refer to?

    <p>The adverse side effects caused by the drug (D)</p> Signup and view all the answers

    Which of the following is not a component of ADME Tox?

    <p>Detection (D)</p> Signup and view all the answers

    Which method is known for revealing the binding site AND mode in fragment screening?

    <p>X-ray Crystallography (C)</p> Signup and view all the answers

    What is a notable advantage of using NMR for measuring ligand binding?

    <p>It can detect very weakly binding ligands. (A)</p> Signup and view all the answers

    What is a key reason for using crystallography in fragment screening?

    <p>It shows how multiple fragments can interact with each other. (A)</p> Signup and view all the answers

    What can influence the design of a linker in linking two closely binding fragments?

    <p>Knowledge of fragment co-structures. (C)</p> Signup and view all the answers

    Which binding energy characteristic is important when linking two millimolar binders?

    <p>Binding energies are additive. (B)</p> Signup and view all the answers

    Which method can detect binding but does not provide information about binding mode or site?

    <p>Surface Plasmon Resonance (D), Native mass spec (A)</p> Signup and view all the answers

    What advantage does fragment screening with crystallography provide over other methods?

    <p>It reveals how ligands bind and coordinate their interactions. (B)</p> Signup and view all the answers

    What is the concentration at which very weakly binding ligands can be detected using NMR?

    <p>mM (B)</p> Signup and view all the answers

    Match each method with a specific capability of detecting protein-ligand interactions:

    <p>Native Mass Spectrometry = ✔️ Detects Binding NMR = ✔️ Reveals Binding Site X-ray Crystallography = ✔️ Shows Binding Mode Surface Plasmon Resonance = ✔️ Reveals Affinity</p> Signup and view all the answers

    Match the following methods to the interactions they can detect:

    <p>Native Mass Spectrometry = Binding Only NMR = Binding and Site X-ray Crystallography = Binding, Site, and Mode Surface Plasmon Resonance = Binding Only</p> Signup and view all the answers

    Flashcards

    Drug profile synthesis

    The process of creating new drug compounds, testing their activity, selectivity, toxicity, and other properties.

    Drug Target Binding

    Drugs must bind strongly to their targets (low nanomolar range) for effectiveness at low concentrations.

    Drug Solubility

    Drugs need to be soluble to be absorbed and distributed in the body.

    Drug Lipophilicity

    Drugs must be lipophilic enough to dissolve in cell membranes to enter and exit cells.

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    Virtual Fragment Screening

    A drug discovery method that screens building blocks of a large library, prioritizing related hits.

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    AlphaFold Models

    Computer models used in drug discovery to predict protein structures, used for docking purposes.

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    Apo Models

    Protein models in a single structural state used in computations in drug discovery.

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    Docking Experiments

    Tests that assess how well a drug molecule fits into the target protein structure.

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    Binding Constant

    A measure of how tightly a drug binds to its target.

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    Development Candidates

    Drug compounds that are strong candidates for clinical use.

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    Drug Discovery Process Time

    Developing and approving a new drug typically takes about 15 years and costs around US$2 billion.

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    Drug Target Selection

    Choosing a specific molecular target (often a protein) to focus on in order to efficiently create the desired biological effect.

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    High-Throughput Screening (HTS)

    An initial screening method used in drug discovery to identify compounds that bind to the target protein from a vast library of synthesized compounds.

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    "Hit" Compounds

    Compounds that show a positive result in the initial screening tests, but may not have the desired biological effect.

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    "Lead" Compounds

    Compounds identified from "hits" that exhibit a desirable biochemical effect and are suitable for further optimization and investigation.

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    Lead Optimization

    The process of modifying a "lead" compound to improve its desired properties, such as binding affinity, selectivity, and toxicity profile.

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    Molecular Target

    A specific molecule (usually a protein) that a drug or other molecule interacts with to create a desired effect.

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    Biochemical Assay

    A test that measures a specific biochemical reaction or process to determine if a compound interacts with the target.

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    CryoEM structure screening

    Using cryo-electron microscopy (CryoEM) to identify structural states of proteins, potentially leading to screening for proteins without known structures.

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    Alphafold 3 (AF3)

    Advanced AI model that predicts protein-drug complexes with high accuracy (up to 93% within 2 Å RMSD).

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    Virtual drug screening

    Computational method to screen drug-like molecules without expensive high-throughput screening (HTS).

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    Structure-based drug design

    Computational method to identify potential drug candidates based on target protein structure.

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    Virtual Affinity Optimization

    Computational technique to modify existing compounds for improved binding to target proteins.

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    Off-target effects

    Unintended side effects of a drug on different parts of the body or components of the body.

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    RMSD

    Root Mean Square Deviation, a measure of difference between two structures used to gauge accuracy of a prediction.

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    Protein Drug Complexes

    Structures formed when a drug molecule binds to a protein.

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    Computational Drug Screening

    Using computers to find potential drug candidates without lab trials.

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    Drug Discovery Process

    A multi-stage process to develop new medicines, starting with identifying a disease target and ending with regulatory approval.

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    Drug Candidate

    A molecule with potential to treat a disease

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    Regulatory Approval

    Governmental process to ensure safety and efficacy of new drugs before sale

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    Pre-clinical Trials

    Testing new drugs on lab-models and animals before human trials;

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    Clinical Trials

    Testing a drug on volunteers and patients to assess safety and efficacy

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    ADME-Tox

    Absorption, Distribution, Metabolism, Excretion, and Toxicity of a compound

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    Mechanism-based Drug Design

    Developing drugs based on understanding the disease's processes

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    Systematic Drug Search

    Finding drug candidates through a methodical approach

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    Drug Safety

    Ensuring a drug has minimal or acceptable side effects in humans

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    What is a drug?

    A drug is a chemical entity that produces a desired therapeutic effect. It can be a small molecule (like penicillin or viagra) or a protein (like insulin).

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    How do drugs work?

    Most drugs work by specifically binding to and affecting a biological target, usually a protein. This binding interaction causes a specific change in the target's function.

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    What is a target?

    A target is a specific molecule in the body that a drug interacts with. Most targets are proteins, but other molecules like DNA or RNA can be targets too.

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    Why is specificity important for drugs?

    Specificity is important because drugs should only affect their intended target, minimizing side effects. A drug that interacts with multiple targets might cause unwanted effects.

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    What was the first synthetic drug?

    Aspirin (acetyl salicylic acid) was the first synthetic drug. It was discovered when scientists modified salicylic acid to reduce side effects.

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    Aspirin's Action

    Aspirin works by inhibiting the enzyme COX-2, which prevents the production of prostaglandins, molecules involved in inflammation and pain.

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    COX-2

    COX-2 is an enzyme that produces prostaglandins, which are involved in inflammation and pain.

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    Prostaglandins

    Prostaglandins are molecules involved in various bodily processes, including inflammation and pain. COX-2 produces them.

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    Aspirin's Mechanism

    Aspirin irreversibly inhibits COX-2 by attaching an acetyl group to a specific amino acid (Ser530) in the enzyme.

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    Heroin's History

    Heroin was initially marketed as a safer alternative to morphine because it was believed to be less addictive.

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    Drug Design Principles

    Drugs need to bind strongly to their target for effectiveness, be soluble for absorption, and lipophilic to cross cell membranes.

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    Oral Drug Properties

    Drugs need to be soluble enough to be absorbed in the gut, but also lipophilic to cross cell membranes.

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    Why is acetylation important for Aspirin?

    Acetylation is important because it allows aspirin to irreversibly bind to COX-2, making it a much more effective pain reliever than salicylic acid, which only weakly binds.

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    Drug Properties for Oral Absorption

    Drugs need to be soluble in the gut to be absorbed, but they also need to be lipophilic enough to cross cell membranes. It's a balancing act between solubility and lipophilicity.

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    Absorption

    The ability of a drug to enter the body, usually through the gastrointestinal tract (GI) or intravenously.

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    Distribution

    The process of a drug moving throughout the body and reaching different tissues and organs.

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    Metabolism

    The breakdown of a drug by the liver and other organs.

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    Excretion

    The elimination of a drug and its byproducts from the body, often through urine or feces.

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    Fragment Screening

    A method used in drug discovery to identify small molecules (fragments) that bind to a target protein, providing the foundation for designing larger, more potent drugs.

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    Native Mass Spectrometry

    A technique used in fragment screening that detects weak binding of molecules to a target protein. It measures the mass of the protein and its complexes with different fragments.

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    NMR in Ligand Binding

    Nuclear Magnetic Resonance (NMR) is used to analyze the binding of ligands (small molecules) to proteins and identify the binding site. NMR is sensitive and can detect even very weak binding.

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    Crystallography in Screening

    X-ray crystallography is used to determine the 3D structure of a protein and its complex with a fragment. It reveals the binding site and how a fragment interacts with the protein.

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    Linking Fragments

    In drug design, two fragments that bind to a target protein closely together can be linked chemically to create a single molecule with enhanced binding affinity.

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    Co-structures

    The 3D structures of two or more fragments bound to the same target protein. These structures guide the design of linkers to combine fragments.

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    Drug-like Properties

    Characteristics of a molecule that make it suitable for a drug, such as small size, appropriate solubility, and good binding affinity to the target protein.

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    Additive Binding Energies

    When two fragments bind separately to a target protein, the total binding energy of the linked molecule is often higher than the sum of the individual fragment binding energies.

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    Protein-Ligand Interaction Methods

    Different techniques used to study how proteins bind to ligands, such as small molecules or drugs. Examples include X-ray crystallography, NMR, and Mass Spectrometry.

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    Detecting Binding

    Identifying whether a protein and a ligand interact with each other.

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    Revealing Binding Site

    Pinpointing the specific location on the protein where the ligand attaches.

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    Showing Binding Mode

    Describing the precise way the ligand interacts with the protein, like a handshake or a hug.

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    Revealing Affinity

    Measuring how strongly the ligand binds to the protein, quantifying their attraction.

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    Study Notes

    Structural Biology in Drug Discovery

    • Drug discovery employs structural biology to identify and predict drug function.
    • Drugs are chemical entities causing desired therapeutic effects.
    • These entities can be small molecules (natural, synthetic, or semi-synthetic) or proteins (from natural sources or recombinant).
    • Drugs work by specifically binding and affecting a protein or other biological target.

    Drug Targets

    • Common targets are proteins, but DNA and RNA may also be targets.
    • Effective drugs target only one or a few biological molecules.
    • The target is selected so that effective chemical interventions efficiently produce the desired effect.

    Historical Example - Aspirin

    • Hippocrates recognized willow bark's pain-relieving properties.
    • Salicylic acid, extracted from willow bark, was later identified as the active ingredient.
    • Researchers modified salicylic acid to form acetyl salicylic acid (aspirin).
    • Aspirin has fewer gastrointestinal side effects than salicylic acid.
    • Aspirin inhibits the synthesis of prostaglandins through the inhibition of cycloxygenase 2 (COX-2).

    How Aspirin Works

    • Aspirin inhibits COX-2 by acetylating Ser530.
    • COX-2 is an inducible oxygenase that synthesizes prostaglandins, mediators of inflammation and chronic pain.

    Aspirin Limitations

    • Acetylation can be applied to other natural products, like morphine.
    • Early drug development had riskier practices compared to modern standards

    Modern Drug Development

    • Today, new drugs need extensive in vitro and animal testing before human trials.
    • Modern drug development processes ensure that a drug candidate demonstrates safety and efficacy.
    • Many compounds fail to meet the stringent criteria set for regulatory approval.

    Conceptual Drug Invention

    • Drug invention begins with understanding the "disease" state.
    • Mechanistic understanding leads to identifying a possible route for therapeutic intervention.
    • Systematic search for a chemical that hits the target.

    Drug Candidate Development

    • Lead discovery involves identifying preliminary molecules with desired activity.
    • Lead optimization involves affinity, selectivity, toxicity, property refinement.
    • A drug candidate goes through pre-clinical testing and three phases of clinical trials.
    • The average drug takes ~15 years and costs ~US$2 billion to develop and approve.

    Target Identification

    • Drug discovery often focuses on finding compounds affecting specific molecular targets (usually proteins).
    • The selected target enables effective chemical intervention for the desired biological outcome.
    • Common targets include the first committed step of an enzymatic pathway or the receptor of a signal transduction pathway.
    • Protein structure is crucial as it indicates how "druggable" a target is.

    High-Throughput Screening (HTS)

    • HTS is traditionally the first step in identifying a new drug.
    • Screening involves a large library (~105-106) of synthesized organic compounds, for potential drug candidates.
    • A biochemical or cell-based assay identifies if a compound binds to the target.

    Transforming Hits to Leads

    • Hits are compounds exhibiting positive assay results but not necessarily producing the desired pharmacological effect.
    • Subsequent testing involves evaluating and eliminating compounds not meeting criteria, such as being toxic, too difficult to synthesize or non-specific
    • “Leads” are compounds confirmed to demonstrate the desirable bio-chemical response and eligible for further investigation.

    Lead Optimization

    • Modifying lead compounds to improve affinity, selectivity, toxicity, and other pharmacokinetic parameters.
    • This often requires synthesizing many new compounds, with extensive testing on activity, selectivity, and other qualities.
    • Leads may have 10 µM binding constants, and the development candidates need ~1 nM binding constants.

    Properties of Orally Available Drugs

    • Binding of the drug to the target must be tight with the target (in the low nanomolar range) to ensure effective action at low concentrations.
    • The drug needs to be readily absorbed, dissolved into membranes, and transported out of cells efficiently.
    • Large molecules often face challenges in crossing cell membranes; optimal size is important
    • Favorable chemical properties contribute to greater success during drug development.

    Drug Candidate Chemical Properties

    • Drug candidates should ideally have few or no chiral centers, for easier synthesis in good yields.
    • The presence of chiral centers in the structure impacts the production of a desired quantity and prevents the development of undesired properties.
    • Minimizing free rotatable bonds is critical to reducing conformational entropy in a drug molecule.

    ADME-Tox

    • Assessing the Absorption, Distribution, Metabolism, Excretion, and Toxicity of drug candidates in the body.
    • These factors ensure the efficacy and safety of a drug by evaluating its interaction and metabolism within the body.
    • Early identification of associated problems are crucial.

    Structure-Guided Drug Discovery (SGDD)

    • Using structural biology to measure and predict drug function and binding.
    • Drug development can leverage protein structures to predict drug binding and guide medicinal chemistry.

    Experimental Structures for Rationalization

    • Experimental structures (e.g., X-ray crystallography) help rationalize how new compounds bind.

    Fragment Screening

    • Fragment screening is a "divide and conquer" approach for drug discovery by focusing on small molecules.
    • Methods like native mass spectrometry or surface plasmon resonance can identify weak binders.

    NMR for Ligand Binding

    • Monitoring ligand binding using NMR identifies changes in chemical shifts.

    Screening with Crystallography

    • Screening drug-like fragments using crystallography assists in understanding how the ligand binds, identifying interactions, and evaluating potential modifications.

    Linking Fragments

    • Linking pre-identified fragments that bind in close proximity on the targeted protein enables designing an appropriate linker.
    • Drug-like molecules, with their size constraints, are prioritized for production.

    Computational Chemistry

    • Computational methods can estimate binding energies, using force fields and molecular dynamics simulations.

    MD in Drug Discovery

    • Molecular dynamics (MD) simulations can evaluate molecular interaction details and binding.

    Simplified Scoring Functions

    • Simplified scoring functions provide quick evaluations for large numbers of molecules by assuming the protein is static.

    Approximating Binding Energy

    • Estimating energy by integrating van der Waals, electrostatic, and hydrogen bond interactions.

    Docking

    • Docking computationally analyzes where ligands bind to target proteins with available structural data.

    Virtual Screening

    • Virtual screening uses iterative docking to examine a large library of candidate molecules.
    • Ranking compounds based on energy levels guides drug discovery efforts.

    "On-Demand" Molecules

    • "On-demand" molecules are available through customized synthesis, expanding chemical libraries for drug testing.

    Virtual Fragment Screening

    • Focused on testing component fragments, limiting experimentation scope to relevant compounds.

    Virtual Screening Against Alphafold Models

    • Alphafold models have been used in virtual screening to identify new drug compounds.

    Alphafold 3 and Beyond

    • Alphafold 3 and its counterparts hold significant promise in drug target evaluation.

    Summary

    • Computational approaches are powerful tools in circumventing expensive high-throughput screening (HTS).
    • Understanding a target's structure allows for 'pre-screening' compounds.
    • Computational tools can predict and incorporate off-target interactions into the workflow for drug screening.

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    Description

    This quiz explores the role of structural biology in drug discovery, including the identification of drug functions and targets. It highlights how effective drugs interact with specific biological targets, such as proteins, DNA, and RNA. A historical example of aspirin illustrates the process of drug development.

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