An integrated pharmacokinetics- pharmacodynamics-immunogenicity approach for bioanalysis of biological drugs
Andrea Kiessling – Principal Scientist PK/PD Bioanalytics II Preclinical Safety / Biologics Safety & Disposition EBF 3rd Open Conference, 2 December 2010 Outline of the presentation
PK-PD models for monoclonal antibodies - ligand binding models for soluble and cell surface targets - typical PK-PD behavior
Integrated bioanalytical strategy: PK-PD and immunogenicity (IG) - ELISA formats to characterize PK and PD (soluble and cell surface targets) - impact of immunogenicity
Examples - Example 1: soluble target; effect of immunogenicity on PK and PD - Example 2: cell surface target; detection of neutralizing immunogenicity from PK assay format - Example 3: cell surface target; effect of PK on PD
Summary
2 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 A simple mAb-ligand PK-PD model
input ligand
mAb “A” + ligand “B” mAb – ligand complex “C”
dose elimination elimination elimination mAb ligand mAb – ligand complex
3 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 mAb-ligand PK-PD binding model(s)
Soluble target: Cellular target: mAb-ligand complex “tends” to mAb-ligand complex “tends” to take on the elimination take on the elimination characteristics of the mAb characteristics of the ligand - accumulation of “total” - TMDD apparent (PD marker) (inactive) ligand (PD marker)
Lowe PJ et al: On setting the first dose in man: Quantitating biotherapeutic drug- target binding through PK and PD models Basic & Clin Pharmacology & Toxicology 2009; 106: 195-209
4 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010
“Typical” PK-PD behavior – cellular target anti-CD11a mAb – Raptiva (efalizumab)
mAb complex ligand
increasing dose: change in IgG kinetics
increasing dose: increases duration of effect
Joshi et al An overview of the pharmacokinetics and pharmacodynamics of efalizumab: a monoclonal antibody approved for use in psoriasis J Clin Pharmacol 2006; 46: 10-20
5 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 “Typical” PK-PD behavior – soluble target anti-IL1 mAb – Ilaris (canakinumab) simulation 0.1, 0.3, 1, 3 and 10 mg/kg
mAb complex ligand
increasing dose: increasing dose: no change in IgG kinetics increases duration of effect
10 mg/kg 0.1 mg/kg 3 mg/kg 0.3 mg/kg 1 mg/kg 1 mg/kg 0.3 mg/kg 3 mg/kg 0.1 mg/kg 10 mg/kg
6 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Outline of the presentation
PK-PD models for monoclonal antibodies - ligand binding models for soluble and cell surface targets - typical PK-PD behavior
Integrated bioanalytical strategy: PK-PD and immunogenicity (IG) - ELISA formats to characterize PK and PD (soluble and cell surface targets) - impact of immunogenicity
Examples - Example 1: soluble target; effect of immunogenicity on PK and PD - Example 2: cell surface target; detection of neutralizing immunogenicity from PK assay format - Example 3: cell surface target; effect of PK on PD
Summary
7 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 8 Bioanalytical strategy strategy Bioanalytical
| | 3 EBF rd
Open Conference| Open Andrea Conference| BIAcore Plate based Bridging format Protein Protein G format Kiessling
Protein G drug Anti drug Anti labelleddrug | 02 December 02 December | 2010 - -
drug antibody drug antibody
–
Immunogenicity (IG) Immunogenicity Sandwich format Direct Direct format
drug Anti drug Anti labelledsecondaryantibody - -
drug antibody
drug antibody
Bioanalytical strategy – immunogenicity (IG)
Initial screening assays for immunogenicity do not differentiate non-neutralizing vs neutralizing immunogenicity
Immunogenicity to Fc region Neutralising immunogenicity
mAb (drug) – labeled
AHA
mAb (drug)
Biacore Bridging ELISA Biacore Bridging ELISA
increase in clearance of mAb increase in clearance of mAb no effect on target binding decrease in capacity for target binding
influence on PK and/or PD assays?
9 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Bioanalytical strategy – pharmacokinetics (PK)
Free-”bioactive” mAb
labeled drug
anti-human IgG labeled target drug drug drug anti-id or or anti-id or target or target target Sandwich ELISA Competitive ELISA Bridging assay
Total mAb
anti-human IgG
drug target anti-human IgG
Sandwich ELISA
10 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Bioanalytical strategy – PK Impact of neutralizing (nIG) and non-neutralizing (non-nIG) immunogenicity
neutralizing AHA
non-neutralizing AHA anti-human IgG
mAb (drug) nIG and non-nIG may interfere in the PK assay; detected as decrease in exposure ligand (short PK t½) sandwich ELISA
mAb (drug) ligand nIG may intefere in the PK assay; mAb (drug) detected as either an increase or ligand ligand decrease in exposure (see example later) competitive ELISA bridging ELISA
anti-human IgG non-nIG may interfere in the total PK mAb (drug) assay (pre-clinical); although nIG should not interfere in this assay
sandwich ELISA 11 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Bioanalytical strategy – PD (soluble ligand) total ligand (target capture) free ligand
ligand –endogenous anti ligand Ab2 mAb (drug) ligand – endogenous anti ligand Ab4 mAb (drug) binding protein binding protein + + anti ligand Ab1 anti ligand Ab3
sandwich ELISA sandwich ELISA
Technically challenging Technically very challenging . capture and detection reagents for . detection of free ligand ligand are selected which bind in (decreasing) in the presence of presence of mAb (drug) and increasing concentrations of total endogenous binding protein ligand (if relevant) . specificity and sensitivity (LLOQ)
12 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Bioanalytical strategy – PD (soluble ligand) Impact of neutralizing (nIG) and non-neutralizing (non-nIG) immunogenicity total ligand (target capture) free ligand
ligand –endogenous anti ligand Ab2 mAb (drug) ligand – endogenous anti ligand Ab mAb (drug) binding protein binding protein + + anti ligand Ab1 anti ligand Ab3
sandwich ELISA sandwich ELISA
Immunogenicity to mAb (drug) should not directly interfere with PD assay format for either total or free ligand per se if appropriate reagents can be identified (i.e. different binding epitope(s) to drug) However: nIG may lead to decreased ligand capture and therefore a decrease in total ligand but also directly interfere with the PD assay if the drug is used for detection (see example) more rapid clearance of mAb (drug) from nIG and/or non-nIG will also lead to decreased ligand capture and a more rapid return to baseline free ligand
13 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Outline of the presentation
PK-PD models for monoclonal antibodies - ligand binding models for soluble and cell surface targets - typical PK-PD behavior
Integrated bioanalytical strategy: PK-PD and immunogenicity (IG) - ELISA formats to characterize PK and PD (soluble target) - impact of immunogenicity
Examples - Example 1: soluble target; effect of immunogenicity on PK and PD - Example 2: cell surface target; detection of neutralizing immunogenicity from PK assay format - Example 3: cell surface target; effect of PK on PD
Summary
14 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010
Example 1: background
fully human IgG1 mAb; high affinity against soluble target target ligand can be measured in the systemic circulation at baseline high expression, high turnover? mAb acts as a “capture system” increase in mAb-ligand complex (detected in serum) is a “biomarker” for suppression of free ligand in interstitial space via a PK/PD model
15 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Example 1: pre-clinical bioanalytical strategy
neutralizing AHA
non-neutralizing AHA
PK assay: total mAb PD assay: total target (target capture)
TMB substrate goat anti-mouse IgG
HRP mouse anti-human IgG anti-human IgG
mAb (drug) – add saturating amount
mAb (drug) ligand
anti-ligand Ab anti-human IgG
sandwich ELISA sandwich ELISA
16 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010
Example 1: PK-PD data (4wk DRF study cynomolgus monkey)
50 mg/kg mAb - days 0, 7, 14, 21 50 mg/kg mAb - days 0, 7, 14, 21
100000 100000 Total mAb Total mAb (t½ 4 days) 10000 10000
1000 1000
100 100 Concentration (nM) Concentration Concentration (nM) Concentration Total ligand Total ligand 10 10
1 1 0 7 14 21 28 0 7 14 21 28 Time (days) Time (days)
NB One animal excluded from plot ... evidence of IG from PK and PD data after the third dose; confirmed on Biacore
17 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Example 1: Conclusion
In this example, mAb(drug)-ligand complex appears to be eliminated more rapidly than typical human IgG in cynomolgus monkey
Immunogenicity apparent in both, PK and PD behavior No information about neutralizing capacity of the immune response; although PK-PD suggest that pre-dose on day 14 less target was captured as compared to the other two animals slight indication for neutralizing anti-drug antibodies at least at the beginning of the response
18 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Example 2: background
Fully human IgG1 mAb; high affinity against cell surface target At low concentrations, mAb (drug) is expected to be cleared by target mediated disposition (TMDD)
No PD (receptor occupancy) as target cells present only at low level in serum
19 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Example 2: pre-clinical bioanalytical strategy
neutralizing AHA
non-neutralizing AHA
PK assay format 1: free “bioactive” mAb Immunogenicity assay:
mAb (drug) AHA mAb (drug) ligand competitive ELISA Biacore
PK assay format 2: free “bioactive” mAb
ligand
mAb (drug) ligand bridging ELISA
20 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Example 2: PK and IG data (cynomolgus monkey)
Three doses 100 mg/kg i.v. days 0, 7, 14 (n=3 animals) 10000 400 PK assay 350
1000 ligand
/ml] 300
[RU]
ug
[ mAb (drug) 250 100
Untis ligand 200 bridging ELISA 10
150
Response
100 Rel
Serum concentration Serum 1 50 Immunogenicity 0 0 0 20 40 60 80 100 120 AHA Days
mAb (drug)
Biacore
21 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Example 2: PK and IG data (cynomolgus monkey)
Single dose 10 mg/kg i.v. n=3 animals PK Immunogenicity
300 1400 1200
1000 200 800
600 [µg/mL] 100 400
200
anti-humaninterleukin mAb Serum concentration Serum
0 [RU] Response Unit rel. 0 0 10 20 30 40 50 0 10 20 30 40 50 Time [day] -200 Time [day]
2001 2002 2003 2001 2002 2003
AHA mAb (drug)
ligand mAb (drug)
competitive ELISA Biacore
22 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Example 2: influence of IG on competitive ELISA
drug ADA
Low mAb concentration High mAb concentration Low mAb concentration No immunogenicity Low AHA response High AHA response Preferential binding of labeled Preferential binding of mAb AHA blocks binding of mAb and mAb to ELISA plate labelled mAB to ELISA plate to ELISA plate
High signal = Low signal = Low signal = low mAb concentration high mAb concentration high mAb concentration
CORRECT CORRECT INCORRECT
23 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010
Example 2: Conclusion
Immunogenicity is apparent in both the competitive and bridging ELISA PK assay formats
The bridging ELISA format does not allow to differentiate between TMDD, nIG or increased clearance due to non-nIG
The competitive format allows identification of nIG by giving false positive results at low drug concentration in presence of strong immune response
24 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Example 3: background
Fully human IgG1 mAb; high affinity against cell surface target At low concentrations, mAb (drug) is expected to be cleared by target mediated disposition (TMDD)
No receptor occupancy available as target is expressed in solid tissues PD is analyzed by a physiological response readout
25 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Example 3: pre-clinical bioanalytical strategy
PK assay format 1: free “bioactive” mAb Immunogenicity assay:
ligand
mAb (drug) AHA mAb (drug) ligand bridging ELISA Biacore Blue arrows: interference with neutralizing AHA
PD: analysis of physiological response
26 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Example 3: PK and PD data (rat)
Based on data of a two-dose (day 0 and day 7) DRF study in rat
PK
ligand
mAb (drug) ligand
bridging ELISA Serum concentration Serum
50
40
30
20
10
PD read out PDread 0
BodyweightChange (g) -10 0 10 20 30 40 50 60 70 80 90 100 TIME (Days) 27 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Example 3: Conclusion
Immunogenicity cannot explain the typical PK found in all animals showing an infliction point at a serum concentration of 10 µg/mL where clearance increases
The increased clearance is most likely due to target-mediated disposition when the concentration in serum drops below that needed to saturate an receptor mediated elimination mechanism
The direct connection between the saturation of target mediated disposition and a sustained PD effect likely reflects that (nearly) complete receptor occupancy is required to drive the PD
28 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Outline of the presentation
PK-PD models for monoclonal antibodies - ligand binding models for soluble and cell surface targets - typical PK-PD behavior
Integrated bioanalytical strategy: PK-PD and immunogenicity (IG) - ELISA formats to characterize PK and PD (soluble and cell surface targets) - impact of immunogenicity
Examples - Example 1: soluble target; effect of immunogenicity on PK and PD - Example 2: cell surface target; detection of neutralizing immunogenicity from PK assay format - Example 3: cell surface target; effect of PK on PD
Summary
29 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Draft immunogenicity addendum ICH S6:
Immunogenicity assessments are conducted to assist in the interpretation of the study results and design of subsequent studies. Such analysis in non-clinical animal studies are not relevant in terms of predicting potential immunogenicity in humans. Measurement of anti-drug antibodies (ADA) in non-clinical studies is not routinely required if there is evidence of sustained pharmacodynamic activity and no unexpected changes in the pharmaco- / toxicokinetics of the test article during the dosing or recovery phase, and/or no evidence of immune mediated reactions (immune complex related, vasculitis, anaphylaxis etc), ADA testing is typically not warranted. However, it is difficult to predict whether such analyses will be needed prior to completion of the in-life phase of the study; therefore it is often useful to obtain appropriate samples during the course of the study, which may be subsequently analysed to aid in interpretation of the study results
30 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Draft immunogenicity addendum ICH S6:
When study results suggest potential for immunogenicity, antibody detection assays should be conducted to evaluate the presence of ADAs. When ADAs are detected it is important to address neutralising activity, but not titre because of the poor correlation with neutralising potential. Although assessment of neutralising activity can be addressed using a separate neutralising antibody assay, other approaches can also be valid and may be more robust, such as monitoring of a PD marker, use of an ex-vivo bioactivity assay or the combination of assay formats for PK-PD which address neutralising potential.
31 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 Summary
. An integrated design of bioanalytical assays and interpretation strategy maximizes information about PK, PD and IG interrelationship
. An integrated bioanalytical strategy should take into account: - nature of the target; eg cell surface, soluble - target expression and target turnover - influence of IG on analytical formats for PK and PD assays
. The need for specific neutralizing assays may be obviated by the use of alternative markers of functional activity
32 | EBF 3rd Open Conference| Andrea Kiessling | 02 December 2010 THANK YOU for your attention
Acknowledgements: Sebastian Spindeldreher Peter Lloyd Jennifer Sims Andrew Warren Annette Zaar Sherri Dudal Kerstin Kentsch Ulf Klein
Phil Lowe
33 | CHI Immunogenicity Summit 2010 | Sebastian Spindeldreher | 19 October 2010