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Drug Metabolism & Disposition

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OtherPerspective

Considerations from the Innovation and Quality Induction Working Group in Response to Drug-Drug Interaction Guidance from Regulatory Agencies: Guidelines on Model Fitting and Recommendations on Time Course for In Vitro CYP Induction Studies Including Impact on Drug Interaction Risk Assessment

Simon G Wong, Diane Ramsden, Shannon Dallas, Conrad Fung, Heidi J. Einolf, Jairam Palamanda, Liangfu Chen, Theunis C. Goosen, Yin Fai Amy Siu, George Zhang, Donald J. Tweedie, Niresh Hariparsad, Barry C. Jones and Phillip D Yates
Drug Metabolism and Disposition November 2, 2020, DMD-PER-2020-000055; DOI: https://doi.org/10.1124/dmd.120.000055
Simon G Wong
1Pliant Therapeutics, United States
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Diane Ramsden
2DMPK, Takeda, United States of America
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  • ORCID record for Diane Ramsden
Shannon Dallas
3Mechanism Based Drug Disposition, Janssen Research & Development, LLC, United States of America
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Conrad Fung
4Vertex Pharmaceuticals, United States
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Heidi J. Einolf
5Novartis Pharmaceuticals Corporation, United States of America
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Jairam Palamanda
6Vertex Pharmaceuticals, United States of America
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Liangfu Chen
7DMPK, GlaxoSmithKline, United States of America
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Theunis C. Goosen
8Pharmacokinetics, Dynamics & Metabolism, Pfizer, Inc, United States of America
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Yin Fai Amy Siu
9Drug Metabolism Pharmacokinetics, Eisai Inc, United States of America
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George Zhang
10Contract Research Services, Corning Life Sciences, United States of America
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Donald J. Tweedie
11Independent, United States of America
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Niresh Hariparsad
12Drug Metabolism and Disposition, Vertex Pharmaceuticals, United States of America
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  • For correspondence: haripan1972@gmail.com
Barry C. Jones
13Metabolism, Pharmaron, United Kingdom
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Phillip D Yates
14BMS, United States
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Abstract

Translational and ADME Sciences Leadership Group (TALG) Induction Working Group (IWG) presents an analysis on the time-course for cytochrome P450 induction in primary human hepatocytes. Induction of CYP1A2, CYP2B6, and CYP3A4 was evaluated by seven IWG laboratories following incubation with prototypical inducers (omeprazole, phenobarbital, rifampicin, and efavirenz) for 6 to 72 hours. The effect of incubation duration and model-fitting approaches on induction parameters (Emax and EC50) and drug-drug interaction (DDI) risk assessment was determined. Despite variability in induction response across hepatocyte donors, the following recommendations are proposed: i) 48 hours should be the primary time point for in vitro assessment of induction, based on mRNA level or activity, with no further benefit from 72 hours, ii) when using mRNA, 24 hour incubations provide reliable assessment of induction and DDI risk, iii) if validated using prototypical inducers (>10-fold induction), 12-hour incubations may provide an estimate of induction potential including characterization as negative if < 2-fold induction of mRNA and no concentration-dependence, iv) atypical dose-response ('bell-shaped') curves can be addressed by removing points outside an established confidence interval and %CV, v) when maximum fold induction is well-defined, the choice of non-linear regression model has limited impact on estimated induction parameters, vi) when the maximum-fold induction is not well-defined, conservative DDI risk assessment can be obtained using sigmoidal-3-parameter fit or constraining logistic 3/4 parameter fits to the maximum observed fold induction, vii) preliminary data suggest initial slope of the fold induction curve can be used to estimate Emax/EC50 and for induction risk assessment.

Significance Statement Regulatory agencies have provided inconsistent guidance on the optimum length of time to evaluate CYP induction in human hepatocytes, with the EMA recommending 72 h and the FDA suggesting 48 to 72 h. The IWG analyzed a large dataset generated by 7 member companies and determined that induction response and drug-drug risk assessment determined after 48 h incubations was representative of 72 h incubations. Additional recommendations are provided on model-fitting techniques for induction parameter estimation and addressing atypical concentration-response curves.

  • ADME
  • CYP induction
  • CYP3A4
  • Cytochrome P450 (CYP)
  • hepatocytes
  • in vitro-in vivo prediction (IVIVE)
  • Copyright © 2020 American Society for Pharmacology and Experimental Therapeutics
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Drug Metabolism and Disposition: 49 (3)
Drug Metabolism and Disposition
Vol. 49, Issue 3
1 Mar 2021
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OtherPerspective

CYP Induction time-course and guidelines for model fitting

Simon G Wong, Diane Ramsden, Shannon Dallas, Conrad Fung, Heidi J. Einolf, Jairam Palamanda, Liangfu Chen, Theunis C. Goosen, Yin Fai Amy Siu, George Zhang, Donald J. Tweedie, Niresh Hariparsad, Barry C. Jones and Phillip D Yates
Drug Metabolism and Disposition November 2, 2020, DMD-PER-2020-000055; DOI: https://doi.org/10.1124/dmd.120.000055

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OtherPerspective

CYP Induction time-course and guidelines for model fitting

Simon G Wong, Diane Ramsden, Shannon Dallas, Conrad Fung, Heidi J. Einolf, Jairam Palamanda, Liangfu Chen, Theunis C. Goosen, Yin Fai Amy Siu, George Zhang, Donald J. Tweedie, Niresh Hariparsad, Barry C. Jones and Phillip D Yates
Drug Metabolism and Disposition November 2, 2020, DMD-PER-2020-000055; DOI: https://doi.org/10.1124/dmd.120.000055
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