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Optimising ADME and PK properties:
Common mistakes made and how to identify and
resolve the key issues
XenoGesis Limited | BioCity Nottingham, Pennyfoot Street, Nottingham, UK, NG1 1GF | richard.weaver@xenogesis.com | www.xenogesis.com
2
XenoGesis - quick introduction
• The services offered:
• Experimental in vitro and in vivo DMPK/ADME studies, bioanalysis and in vitro pharmacology
• Pre-clinical PK/PD modelling, interpretation and human PK and dose prediction
• 8 pre-clinical client candidates advanced to clinic
• Consultancy delivering expert drug research & development advice
• The Client base:
• UK, Europe, US, Singapore, Australia
• >200 companies in 8.5 years - SMEs, mid-sized Pharma. 25 Universities
• High % repeat business (74% of all quotes issued)
• The Company:
• Founded in November 2011 at BioCity, Nottingham, with 3 staff
• 95% privately owned
• High year on year growth (30% growth and 50% overseas revenue 2018/19 YE)
• The Team:
• Richard Weaver Ph.D., FRSC – CEO and Founder
• 32 further members of staff
• Highly experienced scientific staff, with Pharmaceutical Industry or CRO backgrounds
3
Contents
• Intrinsic clearance
• IVIVE
• When IVIVE won’t work
• Data quality
• Why this isn’t always the case
• How things can remarkably make sense when the data is good!
• Plasma protein binding
• The myths that still keep being believed
• What you need to know
• Increasing bioavailability
• How you can’t necessarily formulate your way out of it, but many think you can
• But formulation can help increase bioavailability dramatically
4
Intrinsic clearance
What’s the point in optimising in vitro CLint?
Statements you might hear:
• “We have compounds with high in vitro CLint but low in vivo clearance”
• “I have compounds with high oral bioavailability despite high CLint”
• “We spent 6 months optimizing our compounds to have low CLint but in vivo clearance is high”
• “When I plot intrinsic clearance in vitro versus in vivo clearance there is no correlation”
• “We use microsomes as hepatocytes are too expensive”
• “I’ve read literature that says hepatocytes are poorly predictive of clearance”
• “I’m measuring in vivo PK anyway, why should I worry about the in vitro data?”
• “It’s cheaper just to do the PK in the far east”
5
Intrinsic clearance
• Client has plotted Clint vs. in vivo CL
• Poor correlation
• Option 1:
• “Hepatocytes don’t predict clearance, let’s stop using this assay”
• Option 2:
• Science
• We always recommend Option 2
• Let’s try and understand what’s going on….
CLint
Observed
Cl
6
Intrinsic clearance and in vivo clearance
• Intrinsic clearance (CLint)
• The volume of incubation media from which all drug is removed per unit time
corrected for the number of cells
• Units are typically µL/min/106cells
• Closed system
• No flow, only binding is to cells (or plastic)
• In vivo clearance
• Volume of plasma (or blood) from which all drug is removed per unit time
corrected for bodyweight
• Units are typically mL/min/kg
• Occurs as unbound drug passes through eliminating organ (e.g. the liver)
• Plasma protein binding and liver blood flow are important
7
Predicting in vivo clearance (IVIVE)
• Apply well-stirred model to the in vitro Clint dataset from before
• Important to convert everything to “unbound” values
• Correlation now looks better, but there are some outliers with
significant under-prediction… why?
Predicted Cl
Observed Cl
8
Why can we get under-prediction of in vivo clearance
• Standard hepatocyte incubations measure loss of compound due to
metabolism
• While this is the most common route of elimination for basic/neutral
permeable compounds, for acids and/or low permeability compounds
hepatic uptake and/or renal clearance will often dominate
• Observed clearance is sum of all clearance pathways
• CL,total = CL,hepatic metabolic + CL,hepatic uptake + CL,renal (+CL,other)
9
Hepatic uptake
• Acidic containing compounds are often
substrates for hepatic uptake (e.g. statins)
• A standard hepatocyte incubation cannot
measure this. As both cells and media are
sampled, drug taken up into the cells isn’t “lost”.
• By sampling the media alone in parallel with the
cells+media we can measure uptake
• Example shows Atorvastatin
• Level of drug in media drops dramatically at early
time-points as compound is rapidly taken up into
cells
• Concentration in cells + media decrease much
more slowly reflecting metabolism CLint being <<
uptake CLint
10
Data quality
“I’ve used the WSM, corrected for renal clearance
and uptake but I still get a poor correlation”
• We often review 3rd party DMPK and physicochemical data
• Sometimes the data is fine, sometimes it is not
• Is your CLint data correct?
• We routinely find our CLint values are higher than third party/literature data
• Our assay has been carefully optimised to give the maximal CLint and gives
better correlations with in vivo data than literature values (see right)
• Is your PK data correct?
• Ion suppression (e.g. as a result of PEG in vehicles or leached from plastics) can
result in under-estimates of plasma concentrations and over-estimate of
clearance
• Enterohepatic recirculation can lead to an apparent lower Cl and higher Vss
11
Data quality – an example
• 3rd party data
• Hepatocyte CLint 7µL/min/106cells, Fu,p = 0.57
• CLp = 142mL/min/kg
• XenoGesis data
• Hepatocyte CLint =123µL/min/106 cells, Fu,p = 0.39
• CLp = 46mL/min/kg
CLp
(mL/min/kg) 3rd Party XenoGesis
Predicted 22 40
Observed 142 46
• XenoGesis hepatocyte CLint 18x higher and CLp 1/3 of 3rd party data
• Predicted clearance is within 1.2 fold of the observed using XenoGesis data
versus 6.5 fold for the original data
• PBPK modelling captures the observed IV profile using XenoGesis data
12
Plasma protein binding
• Free drug hypothesis
• “In the absence of active transport, the free drug concentration in non-eliminating tissues is
the same at steady state”
• Misconception of PPB
• “We need to optimise PPB”
• “Increasing PPB will give us better PK”
• “Increasing PPB will increase my half-life”
• “Lower PPB = greater free drug exposure”
• This will be true if the total drug exposure is the same but…
• Plasma protein binding does not affect free drug exposure
• We should optimise free drug exposure not free fraction
NRRD, 2010, p929
13
Plasma protein binding
• Yes, you should!
• PPB is essential to translate in vitro to in vivo data
• CLint to CL
• Total in vivo exposure to in vitro pharmacology
• ….and to compare across species
• Unbound exposure will drive toxicology as well as positive pharmacology
• If human is 10x more free than the tox species, you need to know about it
• Allometric scaling should correct for species difference in binding
• Measure dog PPB in same individuals as PK
• Differences can be significant
• It’s important to know what PPB is, but it shouldn’t (can’t be!) “optimised”
Wait… So… I shouldn’t measure PPB?
14
Metabolism and absorption both contribute to bioavailability
Formulation strategies will generally
only improve bioavailability if this is
absorption limited
15
Case study – Enhancement of oral bioavailability for NCE
• Background:
• Requirement: To provide a formulation to enhance exposure for use in toxicology studies
• Very poor aqueous solubility (< 1 µg/mL at pH 7.4), moderate permeability (Caco-2 A-B: 6 x 10-6 cm/s)
• Limited exposure observed in animal studies (plateau at 20 mg/kg dosing).
• Clearance was < 5% liver blood flow – if all compound is absorbed, bioavailability > 95% should be
possible
• Fraction absorbed and escaping GI metabolism (Fa) is limiting bioavailability:
• Data suggests poor solubility is limiting exposure due to poor absorption
16
Formulation strategy
PK screening of
formulations
In vivo
(rat/dog)
8-12 weeks
Optimal formulation strategy
based on PK data
Drug substance nano-milling
Cyclodextrin complexation
Lipidic/self-emulsifying system
Amorphous solid dispersion
(spray-drying or HME options)
Test compound very poorly soluble in water, moderate permeability
Stage 1: Drug substance review
Physicochemical and biological (DMPK) characterisation, anticipated dose in humans (or dose range in animals)
- gap analysis and gap filling
Stage 2: Enabling technologies rapid screen
Rapid assessment of solubility-enhancing formulation technologies
5 g drug substance for full screen
17
Success !
• Significantly improved exposure for both spray-dried formations at 500mg/kg
• Bioavailability > 80% for both formulations & dose levels versus < 2% for simple API suspension
• AUC and Cmax generally increased with dose from 50 to 500mg/kg
Outcome consistent with bioavailability being limited by solubility &
poor absorption rather than clearance
18
Show-casing spray-dried dispersion technology
• Raloxifene used to showcase spray-dried dispersion (SDD’s) technology
• The use of SDD's to enhance the delivery of BCS Class II/IV molecules is now a recognised
formulation approach, that can be taken to the clinic
• Raloxifene administered orally in both crystalline form and as an SDD
19
How DMPK (people) should influence in Discovery and beyond
• Identify the key DMPK issues early and fix them
• Help select the best compounds (or design better ones)
• Help fix bioavailability issues
• Increasing exposure for PD or Toxicology studies or in human
• Extended release to “rescue” poor T½
• Predict human PK and dose early and refine as project progresses
• Continue to refine as Phase 1 data becomes available
• Will guide API scale-up demand/cost of goods
• Prepare your asset for due diligence with large pharma/partnering
• Assess human DDI risk (CYPs, transporters)
Target
Selection
Hit
Identification
(HI)
Lead
Identification
(LI)
Lead
Optimisation
Candidate
Drug
Nomination
Pre-Clinical
Development
Phase 1 Phase 2a Phase 2b
Phase 3 &
Launch
20
Thank you
Please contact us to learn more:
info@xenogesis.com
richard.weaver@xenogesis.com
rachel.hemsley@xenogesis.com
visit our Website or follow us:
www.xenogesis.com
@XenoGesis
XenoGesis LinkedIn

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Optimising ADME and PK properties: Common mistakes and resolutions

  • 1. Optimising ADME and PK properties: Common mistakes made and how to identify and resolve the key issues XenoGesis Limited | BioCity Nottingham, Pennyfoot Street, Nottingham, UK, NG1 1GF | richard.weaver@xenogesis.com | www.xenogesis.com
  • 2. 2 XenoGesis - quick introduction • The services offered: • Experimental in vitro and in vivo DMPK/ADME studies, bioanalysis and in vitro pharmacology • Pre-clinical PK/PD modelling, interpretation and human PK and dose prediction • 8 pre-clinical client candidates advanced to clinic • Consultancy delivering expert drug research & development advice • The Client base: • UK, Europe, US, Singapore, Australia • >200 companies in 8.5 years - SMEs, mid-sized Pharma. 25 Universities • High % repeat business (74% of all quotes issued) • The Company: • Founded in November 2011 at BioCity, Nottingham, with 3 staff • 95% privately owned • High year on year growth (30% growth and 50% overseas revenue 2018/19 YE) • The Team: • Richard Weaver Ph.D., FRSC – CEO and Founder • 32 further members of staff • Highly experienced scientific staff, with Pharmaceutical Industry or CRO backgrounds
  • 3. 3 Contents • Intrinsic clearance • IVIVE • When IVIVE won’t work • Data quality • Why this isn’t always the case • How things can remarkably make sense when the data is good! • Plasma protein binding • The myths that still keep being believed • What you need to know • Increasing bioavailability • How you can’t necessarily formulate your way out of it, but many think you can • But formulation can help increase bioavailability dramatically
  • 4. 4 Intrinsic clearance What’s the point in optimising in vitro CLint? Statements you might hear: • “We have compounds with high in vitro CLint but low in vivo clearance” • “I have compounds with high oral bioavailability despite high CLint” • “We spent 6 months optimizing our compounds to have low CLint but in vivo clearance is high” • “When I plot intrinsic clearance in vitro versus in vivo clearance there is no correlation” • “We use microsomes as hepatocytes are too expensive” • “I’ve read literature that says hepatocytes are poorly predictive of clearance” • “I’m measuring in vivo PK anyway, why should I worry about the in vitro data?” • “It’s cheaper just to do the PK in the far east”
  • 5. 5 Intrinsic clearance • Client has plotted Clint vs. in vivo CL • Poor correlation • Option 1: • “Hepatocytes don’t predict clearance, let’s stop using this assay” • Option 2: • Science • We always recommend Option 2 • Let’s try and understand what’s going on…. CLint Observed Cl
  • 6. 6 Intrinsic clearance and in vivo clearance • Intrinsic clearance (CLint) • The volume of incubation media from which all drug is removed per unit time corrected for the number of cells • Units are typically ÂľL/min/106cells • Closed system • No flow, only binding is to cells (or plastic) • In vivo clearance • Volume of plasma (or blood) from which all drug is removed per unit time corrected for bodyweight • Units are typically mL/min/kg • Occurs as unbound drug passes through eliminating organ (e.g. the liver) • Plasma protein binding and liver blood flow are important
  • 7. 7 Predicting in vivo clearance (IVIVE) • Apply well-stirred model to the in vitro Clint dataset from before • Important to convert everything to “unbound” values • Correlation now looks better, but there are some outliers with significant under-prediction… why? Predicted Cl Observed Cl
  • 8. 8 Why can we get under-prediction of in vivo clearance • Standard hepatocyte incubations measure loss of compound due to metabolism • While this is the most common route of elimination for basic/neutral permeable compounds, for acids and/or low permeability compounds hepatic uptake and/or renal clearance will often dominate • Observed clearance is sum of all clearance pathways • CL,total = CL,hepatic metabolic + CL,hepatic uptake + CL,renal (+CL,other)
  • 9. 9 Hepatic uptake • Acidic containing compounds are often substrates for hepatic uptake (e.g. statins) • A standard hepatocyte incubation cannot measure this. As both cells and media are sampled, drug taken up into the cells isn’t “lost”. • By sampling the media alone in parallel with the cells+media we can measure uptake • Example shows Atorvastatin • Level of drug in media drops dramatically at early time-points as compound is rapidly taken up into cells • Concentration in cells + media decrease much more slowly reflecting metabolism CLint being << uptake CLint
  • 10. 10 Data quality “I’ve used the WSM, corrected for renal clearance and uptake but I still get a poor correlation” • We often review 3rd party DMPK and physicochemical data • Sometimes the data is fine, sometimes it is not • Is your CLint data correct? • We routinely find our CLint values are higher than third party/literature data • Our assay has been carefully optimised to give the maximal CLint and gives better correlations with in vivo data than literature values (see right) • Is your PK data correct? • Ion suppression (e.g. as a result of PEG in vehicles or leached from plastics) can result in under-estimates of plasma concentrations and over-estimate of clearance • Enterohepatic recirculation can lead to an apparent lower Cl and higher Vss
  • 11. 11 Data quality – an example • 3rd party data • Hepatocyte CLint 7ÂľL/min/106cells, Fu,p = 0.57 • CLp = 142mL/min/kg • XenoGesis data • Hepatocyte CLint =123ÂľL/min/106 cells, Fu,p = 0.39 • CLp = 46mL/min/kg CLp (mL/min/kg) 3rd Party XenoGesis Predicted 22 40 Observed 142 46 • XenoGesis hepatocyte CLint 18x higher and CLp 1/3 of 3rd party data • Predicted clearance is within 1.2 fold of the observed using XenoGesis data versus 6.5 fold for the original data • PBPK modelling captures the observed IV profile using XenoGesis data
  • 12. 12 Plasma protein binding • Free drug hypothesis • “In the absence of active transport, the free drug concentration in non-eliminating tissues is the same at steady state” • Misconception of PPB • “We need to optimise PPB” • “Increasing PPB will give us better PK” • “Increasing PPB will increase my half-life” • “Lower PPB = greater free drug exposure” • This will be true if the total drug exposure is the same but… • Plasma protein binding does not affect free drug exposure • We should optimise free drug exposure not free fraction NRRD, 2010, p929
  • 13. 13 Plasma protein binding • Yes, you should! • PPB is essential to translate in vitro to in vivo data • CLint to CL • Total in vivo exposure to in vitro pharmacology • ….and to compare across species • Unbound exposure will drive toxicology as well as positive pharmacology • If human is 10x more free than the tox species, you need to know about it • Allometric scaling should correct for species difference in binding • Measure dog PPB in same individuals as PK • Differences can be significant • It’s important to know what PPB is, but it shouldn’t (can’t be!) “optimised” Wait… So… I shouldn’t measure PPB?
  • 14. 14 Metabolism and absorption both contribute to bioavailability Formulation strategies will generally only improve bioavailability if this is absorption limited
  • 15. 15 Case study – Enhancement of oral bioavailability for NCE • Background: • Requirement: To provide a formulation to enhance exposure for use in toxicology studies • Very poor aqueous solubility (< 1 Âľg/mL at pH 7.4), moderate permeability (Caco-2 A-B: 6 x 10-6 cm/s) • Limited exposure observed in animal studies (plateau at 20 mg/kg dosing). • Clearance was < 5% liver blood flow – if all compound is absorbed, bioavailability > 95% should be possible • Fraction absorbed and escaping GI metabolism (Fa) is limiting bioavailability: • Data suggests poor solubility is limiting exposure due to poor absorption
  • 16. 16 Formulation strategy PK screening of formulations In vivo (rat/dog) 8-12 weeks Optimal formulation strategy based on PK data Drug substance nano-milling Cyclodextrin complexation Lipidic/self-emulsifying system Amorphous solid dispersion (spray-drying or HME options) Test compound very poorly soluble in water, moderate permeability Stage 1: Drug substance review Physicochemical and biological (DMPK) characterisation, anticipated dose in humans (or dose range in animals) - gap analysis and gap filling Stage 2: Enabling technologies rapid screen Rapid assessment of solubility-enhancing formulation technologies 5 g drug substance for full screen
  • 17. 17 Success ! • Significantly improved exposure for both spray-dried formations at 500mg/kg • Bioavailability > 80% for both formulations & dose levels versus < 2% for simple API suspension • AUC and Cmax generally increased with dose from 50 to 500mg/kg Outcome consistent with bioavailability being limited by solubility & poor absorption rather than clearance
  • 18. 18 Show-casing spray-dried dispersion technology • Raloxifene used to showcase spray-dried dispersion (SDD’s) technology • The use of SDD's to enhance the delivery of BCS Class II/IV molecules is now a recognised formulation approach, that can be taken to the clinic • Raloxifene administered orally in both crystalline form and as an SDD
  • 19. 19 How DMPK (people) should influence in Discovery and beyond • Identify the key DMPK issues early and fix them • Help select the best compounds (or design better ones) • Help fix bioavailability issues • Increasing exposure for PD or Toxicology studies or in human • Extended release to “rescue” poor T½ • Predict human PK and dose early and refine as project progresses • Continue to refine as Phase 1 data becomes available • Will guide API scale-up demand/cost of goods • Prepare your asset for due diligence with large pharma/partnering • Assess human DDI risk (CYPs, transporters) Target Selection Hit Identification (HI) Lead Identification (LI) Lead Optimisation Candidate Drug Nomination Pre-Clinical Development Phase 1 Phase 2a Phase 2b Phase 3 & Launch
  • 20. 20 Thank you Please contact us to learn more: info@xenogesis.com richard.weaver@xenogesis.com rachel.hemsley@xenogesis.com visit our Website or follow us: www.xenogesis.com @XenoGesis XenoGesis LinkedIn