Lecture 13: Optimising drug properties to ensure good oral bioavailability

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what are the requirements of a good drug?

  • Efficacy o Must achieve the intended therapeutic effect.

  • Appropriate size and structure to interact with target.

  • Chemical stability.(over entire

  • Solubility

  • Drug needs to be in solution to be absorbed

  • Suitable LogP value (~1-3).

  • Oral bioavailability.

  • Appropriate pharmacokinetics.

  • Favourable safety profile.(not toxic, treating without lots of side effects)

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A drug which is highly active in vitro is of no use of it can't be absorbed or if it has poor in vivo performance (e.g. extensive metabolism, toxicity).

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recap of ficks first law of diffusion and how is it used?

  • Describes drug diffusion across a membrane.

  • Can also be applied to diffusion rate (flux) across a whole epithelium (considering A and h).

  • Properties of the drug are K, ΔC and radius (MW).

<ul><li><p>Describes drug diffusion across a membrane. </p></li><li><p>Can also be applied to diffusion rate (flux) across a whole epithelium (considering A and h). </p></li><li><p> Properties of the drug are K, ΔC and radius (MW).</p></li></ul><p></p>
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what is the stokes einstein equation?

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  • We use the partition coefficient (P) of a drug between octanol and water as a substitute for K, the partition coefficient of drug into a biological membrane.

  • This is a measure of drug lipophilicity and is usually expressed as the log10 value, LogP.

  • Commonly determined using the "shake flask" method.

  • Can also be determined by dividing solubility in oil by solubility in water.

  • More modern methods include use of HPLC and, increasingly, in silico methods.

  • Values calculated by computer-based methods are known as cLogP.

HPLC compares the mobility of drugs and is much faster however can be less accurate

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lipophilicity is the key physicochemical parameter in drug development

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what happens if the drug is too hydrophilic?

•If a drug is too hydrophilic, its solubility will be good, but it will be poor at partitioning into the cell membrane.

<p>•If a drug is too hydrophilic, its solubility will be good, but it will be poor at partitioning into the cell membrane.</p>
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what happens if the drug is too lipophilic?

  • A drug needs enough lipophilic character to partition into the cell membrane but not be too lipophilic.

  • If a drug's lipophilicity is too high, it's solubility will be poor, and it will struggle partition back out of the membrane - it may also accumulate in fatty tissues.

<ul><li><p>A drug needs enough lipophilic character to partition into the cell membrane but not be too lipophilic. </p></li><li><p>If a drug's lipophilicity is too high, it's solubility will be poor, and it will struggle partition back out of the membrane - it may also accumulate in fatty tissues.</p></li></ul><p></p>
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what determines a drugs hydrophilicity or lipophilicity?

  • The chemical structure of a drug underpins its hydro- or lipophilicity.

  • For optimal absorption, drug needs a suitable balance of solubility & lipophilicity.

<ul><li><p>The chemical structure of a drug underpins its hydro- or lipophilicity. </p></li><li><p> For optimal absorption, drug needs a suitable balance of solubility &amp; lipophilicity.</p></li></ul><p></p>
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what affects the lipophilicity and LogP of drugs?

  • A number of aspects of chemical structure affect the solubility and lipophilicity of drugs.

  • Among these are ionization and hydrogen bonding.

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how does pH affect oral drug absorption?

  • Most small drugs are weak acids or bases - their ionization changes with varying pH according to their pKa.

  • Ionization affects the lipophilicity of drugs.

<ul><li><p>Most small drugs are weak acids or bases - their ionization changes with varying pH according to their pKa. </p></li><li><p> Ionization affects the lipophilicity of drugs.</p></li></ul><p></p>
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how do ionised drugs affect hydro/lipophilicity?

•Ionized drugs: increased hydrophilicity vs. un-ionized form - reduced membrane permeability.

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how do unionised drugs affect hydro/lipophilicity?

  • Un-ionized drugs: increased lipophilicity vs. ionized form

  • optimal membrane permeability.

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how are strong acids/bases absorbed?

  • Strong acids (pKa < 3) and strong bases (pKa > 10) are poorly absorbed.

  • For an acid with pKa of 2 or a base with pKa of 11, only 0.003% of molecules are un-ionized at pH 6.5.

<ul><li><p>Strong acids (pKa &lt; 3) and strong bases (pKa &gt; 10) are poorly absorbed. </p></li><li><p> For an acid with pKa of 2 or a base with pKa of 11, only 0.003% of molecules are un-ionized at pH 6.5.</p></li></ul><p></p>
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what is the pH partition hypothesis?

  • AH and B: Un-ionized drug = lipophilic optimal membrane transport

  • A- and BH+: Ionized drug = hydrophilic reduced membrane transport.

  • Drug accumulates on the side of the membrane where pH favours ionization. This is the pH partition hypothesis.

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what does the pH partition hypothesis not take into account?

A useful concept but doesn't take into account:

  • Type of epithelium.

  • Surface area of the absorption site.

  • Ionized drugs will be absorbed to a small extent.

  • Active transport of drugs.

  • Residence time of drug at delivery site.

  • Charged drugs may form ion pairs with oppositely charged species.

<p>A useful concept but doesn't take into account: </p><ul><li><p>Type of epithelium. </p></li><li><p>Surface area of the absorption site. </p></li><li><p>Ionized drugs will be absorbed to a small extent. </p></li><li><p>Active transport of drugs. </p></li><li><p>Residence time of drug at delivery site. </p></li><li><p>Charged drugs may form ion pairs with oppositely charged species.</p></li></ul><p></p>
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e.g 1: Based on the pH partition hypothesis, will the absorption of ibuprofen be highest in the fasted stomach (pH 2) or small intestine (pH 6.5)?

open notes

<p>open notes</p>
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continuation to the example question(graph)

  • Ibuprofen is un-ionized, therefore more absorbable, in the fasted (empty) stomach - however, its solubility is poor.

  • Aspirin is un-ionized in the stomach and is more soluble so is absorbed there.

  • Many drugs are absorbed well in the stomach, but the adaptations of the small intestine mean most absorption occurs there.

<ul><li><p>Ibuprofen is un-ionized, therefore more absorbable, in the fasted (empty) stomach - however, its solubility is poor. </p></li><li><p> Aspirin is un-ionized in the stomach and is more soluble so is absorbed there. </p></li><li><p> Many drugs are absorbed well in the stomach, but the adaptations of the small intestine mean most absorption occurs there.</p></li></ul><p></p>
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what is an alternative way to measure lipophilicity?

  • LogP only takes into account the partitioning of neutral, un-ionized species.

  • The distribution coefficient, D (expressed as LogD), can give a more realistic measure of lipophilicity by taking charged species into account.

  • Like LogP, the higher the value of LogD, the more lipophilic the drug is.

  • LogD can change considerably depending on where in the GI tract a drug is, e.g. the weakly basic drug warfarin (right).

<ul><li><p>LogP only takes into account the partitioning of neutral, un-ionized species. </p></li><li><p> The distribution coefficient, D (expressed as LogD), can give a more realistic measure of lipophilicity by taking charged species into account. </p></li><li><p>Like LogP, the higher the value of LogD, the more lipophilic the drug is. </p></li><li><p> LogD can change considerably depending on where in the GI tract a drug is, e.g. the weakly basic drug warfarin (right).</p></li></ul><p></p>
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how does hydrogen bonding affect lipophilicity?

  • it needs to lose water when passing into the membrane

  • the more H bonding, the more hydrophilic so the poorer the absorption

  • De-solvation must occur, i.e. hydrogen bonds must be broken, before a drug in solution can enter the lipid plasma membrane.

<ul><li><p>it needs to lose water when passing into the membrane </p></li><li><p>the more H bonding, the more hydrophilic so the poorer the absorption </p></li><li><p>De-solvation must occur, i.e. hydrogen bonds must be broken, before a drug in solution can enter the lipid plasma membrane.</p></li></ul><p></p>
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what drug properties does lipinskis rule of five investigate?

  • Lipophilicity

  • LogP

  • Size

  • MW

  • Hydrogen bonding

  • number of donors and acceptors

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The Ro5 predicts that poor oral absorption is likely if two or more of following criteria are broken:

  • The MW is ≤ 500

  • The Log P is ≤ 5

  • The number of H-bond donors (sum of OH + NH) ≤ 5

  • There number H-bond acceptors (sum of N + O) ≤ 10

  • all of the following are divisible by 5, hence the rule of 5

<ul><li><p>The MW is ≤ 500 </p></li><li><p> The Log P is ≤ 5 </p></li><li><p> The number of H-bond donors (sum of OH + NH) ≤ 5 </p></li><li><p> There number H-bond acceptors (sum of N + O) ≤ 10 </p></li><li><p>all of the following are divisible by 5, hence the rule of 5</p></li></ul><p></p>
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what are the exceptions to the rule?

  • Some drugs break the Ro5 but are still absorbed at acceptable levels.

  • Most of the drugs which do not comply with the Ro5 are antibiotics

  • natural compounds or semi-synthetic.

  • Vitamins, cardiac glycosides and antifungals tend to break the Ro5 too.

  • Natural products generally adhere to the LogP and H-bond donor requirements.

  • If oral bioavailability is poor, modified formulations or alternative routes may be used.

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examples of the Ro5 being tested:

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what is lipinskis rule of 5 useful to asses?

  • Lipinski's Rule of Five is very useful for assessing the likelihood of a drug being well absorbed following oral delivery.

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However, there are alternative approaches and "rules" which can be used in combination with (or instead of) the Ro5. For example, Veber's Rules

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what are vebers rules?

  • Number of rotatable bonds ≤ 10

  • Total polar surface area (TPSA) ≤ 140 Ă…2 or total H-bond count ≤ 12.

  • the lower the better for both

  • the bigger the molecule, the more the rotatable bonds and the higher polar SA.

<ul><li><p>Number of rotatable bonds ≤ 10</p></li><li><p>Total polar surface area (TPSA) ≤ 140 Å2 or total H-bond count ≤ 12. </p></li><li><p>the lower the better for both </p></li><li><p> the bigger the molecule, the more the rotatable bonds and the higher polar SA.</p></li></ul><p></p><p></p>
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optimising drug properties for oral absorption: what if a drug which has excellent activity in vitro has poor bioavailability?

  • It may be possible to make chemical modifications to alter polarity or LogP assuming this doesn't affect binding to its target.

    This can include:

  • Incorporation of ionizable groups to increase solubility.

  • Changing the pKa functional groups to increase lipophilicity.

  • Reducing the number of hydrogen bond donors or acceptors.(changing functional groups)

  • Pro-drug strategies.

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If a drug is too hydrophilic, oral absorption will be limited due to limited permeability. how can you improve its lipophilicity and membrane permeability?

  • drugs can be chemically modified with lipophilic groups (or groups which target transporters).

  • Following absorption, metabolic processes within cells cleave the lipophilic groups to release the active drug.

  • This is known as the pro-drug approach, and many common medicines contain pro-drugs rather than the true API.

<ul><li><p>drugs can be chemically modified with lipophilic groups (or groups which target transporters).</p></li><li><p> Following absorption, metabolic processes within cells cleave the lipophilic groups to release the active drug. </p></li><li><p>This is known as the pro-drug approach, and many common medicines contain pro-drugs rather than the true API.</p></li></ul><p></p>
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summary:

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