Learn–confirm in model‐informed drug development: Assessing an immunogenicity quantitative systems pharmacology platform

Abstract Immunogenicity against therapeutic proteins frequently causes attrition owing to its potential impact on pharmacokinetics, pharmacodynamics, efficacy, and safety. Predicting immunogenicity is complex because of its multifactorial drivers, including compound properties, subject characteristi...

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Main Authors: Linnea C. Franssen, Maciej J. Swat, Andrzej M. Kierzek, Rachel H. Rose, Piet H. van derGraaf, Hans Peter Grimm
Format: Article
Language:English
Published: Wiley 2023-02-01
Series:CPT: Pharmacometrics & Systems Pharmacology
Online Access:https://doi.org/10.1002/psp4.12887
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author Linnea C. Franssen
Maciej J. Swat
Andrzej M. Kierzek
Rachel H. Rose
Piet H. van derGraaf
Hans Peter Grimm
author_facet Linnea C. Franssen
Maciej J. Swat
Andrzej M. Kierzek
Rachel H. Rose
Piet H. van derGraaf
Hans Peter Grimm
author_sort Linnea C. Franssen
collection DOAJ
description Abstract Immunogenicity against therapeutic proteins frequently causes attrition owing to its potential impact on pharmacokinetics, pharmacodynamics, efficacy, and safety. Predicting immunogenicity is complex because of its multifactorial drivers, including compound properties, subject characteristics, and treatment parameters. To integrate these, the Immunogenicity Simulator was developed using published, predominantly late‐stage trial data from 15 therapeutic proteins. This single‐blinded evaluation with subject‐level data from 10 further monoclonals assesses the Immunogenicity Simulator's credibility for application during the drug development process.
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spelling doaj.art-0b455ac83df04d72a28167efc170f4e12023-02-15T21:42:18ZengWileyCPT: Pharmacometrics & Systems Pharmacology2163-83062023-02-0112213914310.1002/psp4.12887Learn–confirm in model‐informed drug development: Assessing an immunogenicity quantitative systems pharmacology platformLinnea C. Franssen0Maciej J. Swat1Andrzej M. Kierzek2Rachel H. Rose3Piet H. van derGraaf4Hans Peter Grimm5Roche Pharma Research and Early Development Pharmaceutical Sciences, Roche Innovation Center Basel Basel SwitzerlandCertara Sheffield UKCertara Sheffield UKCertara Sheffield UKCertara Sheffield UKRoche Pharma Research and Early Development Pharmaceutical Sciences, Roche Innovation Center Basel Basel SwitzerlandAbstract Immunogenicity against therapeutic proteins frequently causes attrition owing to its potential impact on pharmacokinetics, pharmacodynamics, efficacy, and safety. Predicting immunogenicity is complex because of its multifactorial drivers, including compound properties, subject characteristics, and treatment parameters. To integrate these, the Immunogenicity Simulator was developed using published, predominantly late‐stage trial data from 15 therapeutic proteins. This single‐blinded evaluation with subject‐level data from 10 further monoclonals assesses the Immunogenicity Simulator's credibility for application during the drug development process.https://doi.org/10.1002/psp4.12887
spellingShingle Linnea C. Franssen
Maciej J. Swat
Andrzej M. Kierzek
Rachel H. Rose
Piet H. van derGraaf
Hans Peter Grimm
Learn–confirm in model‐informed drug development: Assessing an immunogenicity quantitative systems pharmacology platform
CPT: Pharmacometrics & Systems Pharmacology
title Learn–confirm in model‐informed drug development: Assessing an immunogenicity quantitative systems pharmacology platform
title_full Learn–confirm in model‐informed drug development: Assessing an immunogenicity quantitative systems pharmacology platform
title_fullStr Learn–confirm in model‐informed drug development: Assessing an immunogenicity quantitative systems pharmacology platform
title_full_unstemmed Learn–confirm in model‐informed drug development: Assessing an immunogenicity quantitative systems pharmacology platform
title_short Learn–confirm in model‐informed drug development: Assessing an immunogenicity quantitative systems pharmacology platform
title_sort learn confirm in model informed drug development assessing an immunogenicity quantitative systems pharmacology platform
url https://doi.org/10.1002/psp4.12887
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