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Prevalence and utility of pharmacokinetic data in preclinical studies of mRNA cancer vaccines
In this brief report, we provide insights into current practices in preclinical messenger RNA (mRNA) cancer vaccine characterization. To enable a more automated and thorough survey of mRNA cancer vaccine data in the literature, we implemented natural language processing to mine abstracts from PubMed...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10499403/ https://www.ncbi.nlm.nih.gov/pubmed/37452560 http://dx.doi.org/10.1111/cts.13586 |
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author | Roth, Gillie A. Vora, Bianca Kim, Chloe Wu, Michael Kuruvilla, Denison |
author_facet | Roth, Gillie A. Vora, Bianca Kim, Chloe Wu, Michael Kuruvilla, Denison |
author_sort | Roth, Gillie A. |
collection | PubMed |
description | In this brief report, we provide insights into current practices in preclinical messenger RNA (mRNA) cancer vaccine characterization. To enable a more automated and thorough survey of mRNA cancer vaccine data in the literature, we implemented natural language processing to mine abstracts from PubMed followed by annotation of the selected articles. Through this analysis we identified a gap in the literature wherein pharmacokinetic (PK) characterization is not reported in mRNA cancer vaccine‐focused articles. As a result, the field is unable to evaluate and discuss cross‐study PK and pharmacodynamic (PD) relationships nor the translation of these relationships from preclinical species to humans. As the field of mRNA cancer vaccines is rapidly evolving, there is value in expanding our understanding of preclinical PK/PD relationships and how they relate to PK/PD in humans. |
format | Online Article Text |
id | pubmed-10499403 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104994032023-09-14 Prevalence and utility of pharmacokinetic data in preclinical studies of mRNA cancer vaccines Roth, Gillie A. Vora, Bianca Kim, Chloe Wu, Michael Kuruvilla, Denison Clin Transl Sci Research In this brief report, we provide insights into current practices in preclinical messenger RNA (mRNA) cancer vaccine characterization. To enable a more automated and thorough survey of mRNA cancer vaccine data in the literature, we implemented natural language processing to mine abstracts from PubMed followed by annotation of the selected articles. Through this analysis we identified a gap in the literature wherein pharmacokinetic (PK) characterization is not reported in mRNA cancer vaccine‐focused articles. As a result, the field is unable to evaluate and discuss cross‐study PK and pharmacodynamic (PD) relationships nor the translation of these relationships from preclinical species to humans. As the field of mRNA cancer vaccines is rapidly evolving, there is value in expanding our understanding of preclinical PK/PD relationships and how they relate to PK/PD in humans. John Wiley and Sons Inc. 2023-07-15 /pmc/articles/PMC10499403/ /pubmed/37452560 http://dx.doi.org/10.1111/cts.13586 Text en © 2023 Genentech, Inc. Clinical and Translational Science published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Research Roth, Gillie A. Vora, Bianca Kim, Chloe Wu, Michael Kuruvilla, Denison Prevalence and utility of pharmacokinetic data in preclinical studies of mRNA cancer vaccines |
title | Prevalence and utility of pharmacokinetic data in preclinical studies of mRNA cancer vaccines |
title_full | Prevalence and utility of pharmacokinetic data in preclinical studies of mRNA cancer vaccines |
title_fullStr | Prevalence and utility of pharmacokinetic data in preclinical studies of mRNA cancer vaccines |
title_full_unstemmed | Prevalence and utility of pharmacokinetic data in preclinical studies of mRNA cancer vaccines |
title_short | Prevalence and utility of pharmacokinetic data in preclinical studies of mRNA cancer vaccines |
title_sort | prevalence and utility of pharmacokinetic data in preclinical studies of mrna cancer vaccines |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10499403/ https://www.ncbi.nlm.nih.gov/pubmed/37452560 http://dx.doi.org/10.1111/cts.13586 |
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