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Retrospective analysis of model-based predictivity of human pharmacokinetics for anti-IL-36R monoclonal antibody MAB92 using a rat anti-mouse IL-36R monoclonal antibody and RNA expression data (FANTOM5)
Accurate prediction of the human pharmacokinetics (PK) of a candidate monoclonal antibody from nonclinical data is critical to maximize the success of clinical trials. However, for monoclonal antibodies exhibiting nonlinear clearance due to target-mediated drug disposition, PK predictions are partic...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6601564/ https://www.ncbi.nlm.nih.gov/pubmed/31068073 http://dx.doi.org/10.1080/19420862.2019.1615345 |
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author | Ahlberg, Jennifer Giragossian, Craig Li, Hua Myzithras, Maria Raymond, Ernie Caviness, Gary Grimaldi, Christine Brown, Su-Ellen Perez, Rocio Yang, Danlin Kroe-Barrett, Rachel Joseph, David Pamulapati, Chandrasena Coble, Kelly Ruus, Peter Woska, Joseph R. Ganesan, Rajkumar Hansel, Steven Mbow, M. Lamine |
author_facet | Ahlberg, Jennifer Giragossian, Craig Li, Hua Myzithras, Maria Raymond, Ernie Caviness, Gary Grimaldi, Christine Brown, Su-Ellen Perez, Rocio Yang, Danlin Kroe-Barrett, Rachel Joseph, David Pamulapati, Chandrasena Coble, Kelly Ruus, Peter Woska, Joseph R. Ganesan, Rajkumar Hansel, Steven Mbow, M. Lamine |
author_sort | Ahlberg, Jennifer |
collection | PubMed |
description | Accurate prediction of the human pharmacokinetics (PK) of a candidate monoclonal antibody from nonclinical data is critical to maximize the success of clinical trials. However, for monoclonal antibodies exhibiting nonlinear clearance due to target-mediated drug disposition, PK predictions are particularly challenging. That challenge is further compounded for molecules lacking cross-reactivity in a nonhuman primate, in which case a surrogate antibody selective for the target in rodent may be required. For these cases, prediction of human PK must account for any interspecies differences in binding kinetics, target expression, target turnover, and potentially epitope. We present here a model-based method for predicting the human PK of MAB92 (also known as BI 655130), a humanized IgG1[Image: see text] monoclonal antibody directed against human IL-36R. Preclinical PK was generated in the mouse with a chimeric rat anti-mouse IgG2a surrogate antibody cross-reactive against mouse IL-36R. Target-specific parameters such as antibody binding affinity (K(D)), internalization rate of the drug target complex (k(int)), target degradation rate (k(deg)), and target abundance (R(0)) were integrated into the model. Two different methods of assigning human R(0) were evaluated: the first assumed comparable expression between human and mouse and the second used high-resolution mRNA transcriptome data (FANTOM5) as a surrogate for expression. Utilizing the mouse R(0) to predict human PK, AUC(0-∞) was substantially underpredicted for nonsaturating doses; however, after correcting for differences in RNA transcriptome between species, AUC(0-∞) was predicted largely within 1.5-fold of observations in first-in-human studies, demonstrating the validity of the modeling approach. Our results suggest that semi-mechanistic models incorporating RNA transcriptome data and target-specific parameters may improve the predictivity of first-in-human PK. |
format | Online Article Text |
id | pubmed-6601564 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-66015642019-07-08 Retrospective analysis of model-based predictivity of human pharmacokinetics for anti-IL-36R monoclonal antibody MAB92 using a rat anti-mouse IL-36R monoclonal antibody and RNA expression data (FANTOM5) Ahlberg, Jennifer Giragossian, Craig Li, Hua Myzithras, Maria Raymond, Ernie Caviness, Gary Grimaldi, Christine Brown, Su-Ellen Perez, Rocio Yang, Danlin Kroe-Barrett, Rachel Joseph, David Pamulapati, Chandrasena Coble, Kelly Ruus, Peter Woska, Joseph R. Ganesan, Rajkumar Hansel, Steven Mbow, M. Lamine MAbs Report Accurate prediction of the human pharmacokinetics (PK) of a candidate monoclonal antibody from nonclinical data is critical to maximize the success of clinical trials. However, for monoclonal antibodies exhibiting nonlinear clearance due to target-mediated drug disposition, PK predictions are particularly challenging. That challenge is further compounded for molecules lacking cross-reactivity in a nonhuman primate, in which case a surrogate antibody selective for the target in rodent may be required. For these cases, prediction of human PK must account for any interspecies differences in binding kinetics, target expression, target turnover, and potentially epitope. We present here a model-based method for predicting the human PK of MAB92 (also known as BI 655130), a humanized IgG1[Image: see text] monoclonal antibody directed against human IL-36R. Preclinical PK was generated in the mouse with a chimeric rat anti-mouse IgG2a surrogate antibody cross-reactive against mouse IL-36R. Target-specific parameters such as antibody binding affinity (K(D)), internalization rate of the drug target complex (k(int)), target degradation rate (k(deg)), and target abundance (R(0)) were integrated into the model. Two different methods of assigning human R(0) were evaluated: the first assumed comparable expression between human and mouse and the second used high-resolution mRNA transcriptome data (FANTOM5) as a surrogate for expression. Utilizing the mouse R(0) to predict human PK, AUC(0-∞) was substantially underpredicted for nonsaturating doses; however, after correcting for differences in RNA transcriptome between species, AUC(0-∞) was predicted largely within 1.5-fold of observations in first-in-human studies, demonstrating the validity of the modeling approach. Our results suggest that semi-mechanistic models incorporating RNA transcriptome data and target-specific parameters may improve the predictivity of first-in-human PK. Taylor & Francis 2019-06-04 /pmc/articles/PMC6601564/ /pubmed/31068073 http://dx.doi.org/10.1080/19420862.2019.1615345 Text en © 2019 The Author(s). Published with license by Taylor & Francis Group, LLC. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way. |
spellingShingle | Report Ahlberg, Jennifer Giragossian, Craig Li, Hua Myzithras, Maria Raymond, Ernie Caviness, Gary Grimaldi, Christine Brown, Su-Ellen Perez, Rocio Yang, Danlin Kroe-Barrett, Rachel Joseph, David Pamulapati, Chandrasena Coble, Kelly Ruus, Peter Woska, Joseph R. Ganesan, Rajkumar Hansel, Steven Mbow, M. Lamine Retrospective analysis of model-based predictivity of human pharmacokinetics for anti-IL-36R monoclonal antibody MAB92 using a rat anti-mouse IL-36R monoclonal antibody and RNA expression data (FANTOM5) |
title | Retrospective analysis of model-based predictivity of human pharmacokinetics for anti-IL-36R monoclonal antibody MAB92 using a rat anti-mouse IL-36R monoclonal antibody and RNA expression data (FANTOM5) |
title_full | Retrospective analysis of model-based predictivity of human pharmacokinetics for anti-IL-36R monoclonal antibody MAB92 using a rat anti-mouse IL-36R monoclonal antibody and RNA expression data (FANTOM5) |
title_fullStr | Retrospective analysis of model-based predictivity of human pharmacokinetics for anti-IL-36R monoclonal antibody MAB92 using a rat anti-mouse IL-36R monoclonal antibody and RNA expression data (FANTOM5) |
title_full_unstemmed | Retrospective analysis of model-based predictivity of human pharmacokinetics for anti-IL-36R monoclonal antibody MAB92 using a rat anti-mouse IL-36R monoclonal antibody and RNA expression data (FANTOM5) |
title_short | Retrospective analysis of model-based predictivity of human pharmacokinetics for anti-IL-36R monoclonal antibody MAB92 using a rat anti-mouse IL-36R monoclonal antibody and RNA expression data (FANTOM5) |
title_sort | retrospective analysis of model-based predictivity of human pharmacokinetics for anti-il-36r monoclonal antibody mab92 using a rat anti-mouse il-36r monoclonal antibody and rna expression data (fantom5) |
topic | Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6601564/ https://www.ncbi.nlm.nih.gov/pubmed/31068073 http://dx.doi.org/10.1080/19420862.2019.1615345 |
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