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Jessica Riley, Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for transporter-mediated Drug- Drug Interactions Emmanuel Njumbe Ediage, Janssen R&D [email protected] EBF Open Symposium 21-23 November 2018

Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

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Page 1: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

Jessica Riley, ShellsArtwork from Reflections Art in Health

Coproporphyrin I and III as endogenous biomarkers for transporter-mediated Drug-Drug Interactions

Emmanuel Njumbe Ediage,Janssen R&[email protected]

EBF Open Symposium 21-23 November 2018

Page 2: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

Why all the efforts?

2

Transporter Activity

Tissue & SystemicExposure

SafetyEfficacy &

Page 3: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

Why all the efforts?

3

0%34%

66%

OAT0%

30%

70%

OCT2/MATE11%

23%66%

P-GP

based on 53 DDI studies

based on 33 DDI studies

based on 59 DDI studies

#Lee et al (FDA). Advanced Drug Delivery Reviews. 116 (2017) 100-118

“The first step in solving a problem is admitting that there is a problem to be solved”

Ø Moderate in vivo DDI predictability based on in vitro IC50 dataØ In contrast to PBPK DDI prediction for metabolism-based DDIs, predictions for transporter-based DDIs

has less confidenceØ Conservative guidance from health authorities result in increased number of unnecessary clinical DDI

studies

Transporter DDI prediction performance based on IVIVE EMA cut-off criteria#

7%31%

62%

OATP1B

based on 107 DDI studies

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Biomarker validation

4

The challenge

Page 5: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

The right timing…

5

Coproporphyrin (CP) I & III:Ø Metabolic byproduct of the heme synthesisØ Light sensitive compounds: must be protected from light at

all timesØ Not metabolized but secreted in urine and bile as intact

moleculesØ Secretion involves OATP1B1, OATP1B3 & MRP2

Rifampicin-Rosuvastatin DDI study:Ø in vitro OATP1B inhibitorØ in vivo increased rosuvastatin AUC~5-fold; Cmax~13-fold

6-fold Cmax5-fold AUC

6-fold Cmax5-fold AUC

Lai et al. 2016. J. Pharmacol Expt Ther

CP-I CP-III

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Method development and proof of concept

(retrospective analysis of DDI studies)

Part 1:

Page 7: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

Qualified Analytical method

Ø Chromatography: 8.5 min run• MFA: 0.01 M ammonium formate + 0.1% FA• MFB: MeCN

Ø LLOQ and range in 2% BSA (Surrogate matrix):•Range 0.020 – 100 ng/mL (6500)• SIL of CPI and CP-III (15N4)

Ø Sample prep: SPE (Oasis MAX)• Sample volume 200 µL• Injection solvent: 6M FA/ACN (3/1, v/v)

Ø Analytical column –• 150 mm x 3mm x 2,0 µm Ace Excel 2, C18 PFP

CP-I

CP-III

Njumbe Ediage et al. 2018. Journal of Chromatography B. 1073 (2018) 80-89

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Biomarker Validation – Clinical Sensitivity

8

0,00

1,00

2,00

3,00

4,00

5,00

victim

drug

victim

drug + RIF (600 m

g po)

CPIp

lasm

a Cm

ax(n

M)

8-fold

0,00

0,10

0,20

0,30

0,40

0,50

victim

drug

victim

drug + RIF (600 m

g po)

CPIII

plas

ma

Cmax

(nM

)

7-fold

Strong perpetrator

A. Kunze et al. 2018. Clinical Pharmacokinetics. 1-12

Perpetrator Rifampicin 600 mg p.o.HV

in vitro OATP1B1 (IC50 < 3 µM)OATP1B3 (IC50 < 3 µM)

in vivo increases Cmax of Rosuvastatin by 13-fold and AUC by 5-fold

à Strong in vivo OATP1B perpetrator

Page 9: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

Scientific validation of an LC-MS/MS method

to quantify CP-I and CP-III in plasma

samples

Part 2:

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10

White paper: LCMS parallelism

Assessment involves a comparison of calculatedconcentrations of the unspiked matrix pool determined by twomethods: 1) extrapolation of the spiked authentic matrixcurve through the negative x-axis using the method ofstandard addition and 2) calculation by direct measurementusing the surrogate matrix calibration curve (interpolation).Agreement between these values serves as a demonstration ofparallelism

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Scientific Validation: Design

11

1. Parallelism and dilution integrity:

— Surrogate matrix: 2% BSA in 50 mM PBS, pH 7.2 — Acceptance criteria for calibration curve: │% RE│< 20 (25@LLOQ)

— QC’s in plasma: Which levels to use in the validation?— Acceptance criteria for QC’s: │% RE│< 20 (25% @LLOQ level)

4/6/20

2. Selectivity and matrix effect:— Required or not?

3. Stability in solvent and Long-term stability (LTS):— Criteria for plasma: │% RE│< 20%. Solvent: │% RE│ < 10%

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Scientific Validation: Design

12

1. Parallelism (2%BSA as surrogate matrix):

— Calibration curve in surrogate matrix and plasma: to evaluate curves— 1 A&P run— QC’s prepared in plasma at five levels (n=6)

CP-I CP-IIIAdapted Range 0.05-10 ng/mL

0.08-15.3 nM0.025-5 ng/mL0.04-7.6 nM

QC levels, ng/mL (n=6)QC-Blank Blank BlankQC-LLOQ Blank +0.05 Blank +0.02

QC-L Blank + 0.2 Blank + 0.1QC-M Blank + 1 Blank + 0.5QC-H Blank + 5 Blank + 2

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Scientific Validation: Design

13

1. Parallelism (2%BSA as surrogate matrix):

Criteria 1:

(Endosurrogate curve) - (Endoplasma curve) / mean((Endosurrogate curve) + (Endoplasma curve))

<25%

— Concentration of QC blank determined by 2 approaches:a. From surrogate calibration curveb. Extrapolation from calibration curve established with QC’S

(a) (b) (a) + (b)

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Scientific Validation: Results

14

1. Parallelism curve (surrogate matrix vs plasma)

y = 0,0689x + 0,0009R² = 0,9998

y = 0,0685x + 0,0161R² = 0,9997

00,020,040,060,08

0,10,120,140,160,18

0 0,5 1 1,5 2 2,5

Resp

onse

(PAR

)

Concentration (ng/mL)

2%BSA

Plasma

Lineair (2%BSA)

Lineair (Plasma)

Ø CP-I: High response with plasma curveØ CP-III: Nearly superimposable curves: Slightly high response with 2%BSA due to less matrix effect?

y = 0,1122x + 0,0036R² = 0,9997 y = 0,1134x + 0,0006

R² = 0,9993

0

0,02

0,04

0,06

0,08

0,1

0,12

0,14

0 0,5 1 1,5

Resp

onse

(PAR

)

Concentration (ng/mL)

2%BSA

Plasma

Lineair (2%BSA)

Lineair (Plasma)

CP-I CP-III

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Scientific Validation: Results

15

Parallelism: CP-I

Endoplasma curve (ng/mL) 0.270

Average Endosurrogate curve (ng/mL) 0.28

Parallelism (%E) 5.37

Endoplasma curve (ng/mL) 0.028

Average Endosurrogate curve (ng/mL) 0.025

Parallelism (%E) -12.6

Parallelism: CP-III

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Scientific Validation: Results

16

1. Dilution integrity: CP-I and CP-III

CP-I CP-III

Conc. (ng/mL)

Dilution of1 ng/mL

Accuracy (%)

Dilution of0.5 ng/mL Accuracy (%)

0.05 (n= 3) 20-fold 86 10-fold 91.50.1 (n=3) 10-fold 94 NA NA

ØQC’s prepared in plasma were diluted 10 and 20-fold in surrogate matrix (2%BSA)

ØDiluted QC calibrated with calibration line in surrogate matrix

Page 17: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

Scientific Validation: Results

17

2. Selectivity and matrix effect:Ø Required or not?

Parameter Results Suggestions?Matrix effect Not done because SIL was used.

Selectivity Not done because of the endogenous presence of CP-I and CP-III

Other columns/solvents

3. Stability in solvent and LTS:

Ø Stability in DMSO: 7 months @ -20°C and 3 days at RTØ LTS: 141 days @ -20°C

Page 18: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

Conclusion and perspective

18

Ø Biomarker validationØ CP-I and CP-III are sensitive, selective and robust biomarkers: OATP1B1, 1B3

Ø Scientific validation:

Ø Proven parallelism and dilution integrityØ 2% BSA as surrogate matrix = appropriate matrix for calibration curve

Ø First-in-man studies:Ø Two studies were supportedØ IC50 of investigational compounds were in the range to trigger DDI studiesØ DDI liability is being assessed for the investigational drugs

Ø Future perspective:

Ø Continue to generate data to support CP-I and CP-III as endogenous markers to predict DDI liabilities

Ø Discuss with regulators

Page 19: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

Acknowledgements

Annett Kunze, Lieve Dillen, Tom Verhaeghe, Jan Snoeys, Mario Monshouwer, Sophie Jonkers & Clinical team representatives

Page 20: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

Jessica Riley, ShellsArtwork from Reflections Art in Health

Thank you

Page 21: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for
Page 22: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

Summary: Retrospective Biomarker Evaluation

22

Ø Transporter Selectivity: Ø CPI: OATP1B-MRP pathwayØ CPIII: OATP-MRP pathway

Ø Biomarker Sensitivity:Ø CPI exposure allows predictions of mild, moderate & strong OATP1B-mediated DDIsØ CPIII exposure allows predictions of moderate & strong OATP-mediated DDIs

Ø Biomarker Robustness:Ø CP baseline levels are constant over timeØ Consistent baseline levels obtained in different studiesØ Not all samples were collected in amber tubes. Back-up samples with less exposure to

light were useful

A. Kunze et al. 2018. Clinical Pharmacokinetics. 1-12

Page 23: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

23

Uptake Transporters

üOATP1B1 üOATP1B3 üOATP2B1 (CPIII only)х OCT1х OCT2х OAT1х OAT2х OAT3х OAT4х NTCP

Efflux Transporters

ü MRP2 ü MRP3х MRP4х MATE1х MATE2-Kх P-gpх BCRPх BSEP

CPI

MRP2

bile blood

MRP3

OATP1B3

OATP1B1

MRP2

CPIII

MRP2

bile blood

MRP3

OATP1B3

OATP1B1

MRP2

OATP2B1

Biomarker Validation – In Vitro Transporter Selectivity

A. Kunze et al. 2018. Clinical Pharmacokinetics. 1-12

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24

Biomarker Validation – Clinical Sensitivity

0,01

0,10

1,00

10,00

0,01 0,10 1,00 10,00 100,00

CP p

lasm

a co

ncen

tratio

n (n

M)

Simeprevir plasma concentration (µM)

Simeprevir: 150 mg q.d, HCV patients

CPICPIII

4 µM

Moderate perpetrator

A. Kunze et al. 2018. Clinical Pharmacokinetics. 1-12

Perpetrator Simeprevir: 150 mg q.d. HV(Cmax ~ 4 µM)

in vitro OATP1B1 (IC50 0.7 µM)OATP1B3 (IC50 0.6 µM)

in vivo increases Cmax and AUC of Rosuvastatin by 3-fold

à Moderate in vivo OATP1B perpetrator

Page 25: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

Case Example: Internal Application

25

“Would a dose-reduction to 100 mg or 75 mgSimeprevir still result in an OATP1B-mediated DDIliability? Could a label impact be avoided?”

FDA new product label information: Simeprevir: 150 mg qd

0,01

0,10

1,00

10,00

0,01 0,10 1,00 10,00 100,00

CP p

lasm

a co

ncen

tratio

n (n

M)

Simeprevir plasma concentration (µM)

Simeprevir: 150 mg q.d, HCV patients

CPI

CPIII

4 µM

Simeprevir Inhibits OATP1B1/3 and P-glucoprotein(P-gp) transporters. Co-administration of the newproduct with drugs that are substrates forOATP1B1/3 and P-gp transport may result inincreased plasma concentration of such drugs.

A. Kunze et al. 2018. Clinical Pharmacokinetics. 1-12

Page 26: Coproporphyrin I and III as endogenous biomarkers for ...€¦ · Jessica Riley,Shells Artwork from Reflections Art in Health Coproporphyrin I and III as endogenous biomarkers for

Case Example: Internal Application

26

0,01

0,10

1,00

10,00

0,01 0,10 1,00 10,00 100,00

CP p

lasm

a co

ncen

tratio

n (n

M)

Simeprevir plasma concentration (µM)

Simeprevir: 150 mg q.d, HCV patients

CPI CPIII

0,01

0,10

1,00

10,00

0,01 0,10 1,00 10,00CP p

lasm

a co

ncen

tratio

n (n

M)

Simeprevir: plasma concentration (µM)

Simeprevir: 100 mg q.d., HV

CPI

CPIII

0,01

0,10

1,00

10,00

0,01 0,10 1,00 10,00CP p

lasm

a co

ncen

tratio

n (n

M)

Simeprevir; plasma concentration (µM)

Simeprevir: 75 mg q.d., HCV patients

CPI

CPIII

Ø 75 mg Simeprevir in HCV patients is unlikely to cause OATP1B-mediated DDIs

Ø Consistent results obtained for CP measurements in 3 independent clinical studies

A. Kunze et al. 2018. Clinical Pharmacokinetics. 1-12