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Mechanistic model of hormonal contraception
Contraceptive drugs intended for family planning are used by the majority of married or in-union women in almost all regions of the world. The two most prevalent types of hormones associated with contraception are synthetic estrogens and progestins. Hormonal based contraceptives contain a dose of a...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7365466/ https://www.ncbi.nlm.nih.gov/pubmed/32598357 http://dx.doi.org/10.1371/journal.pcbi.1007848 |
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author | Wright, A. Armean Fayad, Ghassan N. Selgrade, James F. Olufsen, Mette S. |
author_facet | Wright, A. Armean Fayad, Ghassan N. Selgrade, James F. Olufsen, Mette S. |
author_sort | Wright, A. Armean |
collection | PubMed |
description | Contraceptive drugs intended for family planning are used by the majority of married or in-union women in almost all regions of the world. The two most prevalent types of hormones associated with contraception are synthetic estrogens and progestins. Hormonal based contraceptives contain a dose of a synthetic progesterone (progestin) or a combination of a progestin and a synthetic estrogen. In this study we use mathematical modeling to understand better how these contraceptive paradigms prevent ovulation, special focus is on understanding how changes in dose impact hormonal cycling. To explain this phenomenon, we added two autocrine mechanisms essential to achieve contraception within our previous menstrual cycle models. This new model predicts mean daily blood concentrations of key hormones during a contraceptive state achieved by administering progestins, synthetic estrogens, or a combined treatment. Model outputs are compared with data from two clinical trials: one for a progestin only treatment and one for a combined hormonal treatment. Results show that contraception can be achieved with synthetic estrogen, with progestin, and by combining the two hormones. An advantage of the combined treatment is that a contraceptive state can be obtained at a lower dose of each hormone. The model studied here is qualitative in nature, but can be coupled with a pharmacokinetic/pharamacodynamic (PKPD) model providing the ability to fit exogenous inputs to specific bioavailability and affinity. A model of this type may allow insight into a specific drug’s effects, which has potential to be useful in the pre-clinical trial stage identifying the lowest dose required to achieve contraception. |
format | Online Article Text |
id | pubmed-7365466 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-73654662020-07-27 Mechanistic model of hormonal contraception Wright, A. Armean Fayad, Ghassan N. Selgrade, James F. Olufsen, Mette S. PLoS Comput Biol Research Article Contraceptive drugs intended for family planning are used by the majority of married or in-union women in almost all regions of the world. The two most prevalent types of hormones associated with contraception are synthetic estrogens and progestins. Hormonal based contraceptives contain a dose of a synthetic progesterone (progestin) or a combination of a progestin and a synthetic estrogen. In this study we use mathematical modeling to understand better how these contraceptive paradigms prevent ovulation, special focus is on understanding how changes in dose impact hormonal cycling. To explain this phenomenon, we added two autocrine mechanisms essential to achieve contraception within our previous menstrual cycle models. This new model predicts mean daily blood concentrations of key hormones during a contraceptive state achieved by administering progestins, synthetic estrogens, or a combined treatment. Model outputs are compared with data from two clinical trials: one for a progestin only treatment and one for a combined hormonal treatment. Results show that contraception can be achieved with synthetic estrogen, with progestin, and by combining the two hormones. An advantage of the combined treatment is that a contraceptive state can be obtained at a lower dose of each hormone. The model studied here is qualitative in nature, but can be coupled with a pharmacokinetic/pharamacodynamic (PKPD) model providing the ability to fit exogenous inputs to specific bioavailability and affinity. A model of this type may allow insight into a specific drug’s effects, which has potential to be useful in the pre-clinical trial stage identifying the lowest dose required to achieve contraception. Public Library of Science 2020-06-29 /pmc/articles/PMC7365466/ /pubmed/32598357 http://dx.doi.org/10.1371/journal.pcbi.1007848 Text en © 2020 Wright et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Wright, A. Armean Fayad, Ghassan N. Selgrade, James F. Olufsen, Mette S. Mechanistic model of hormonal contraception |
title | Mechanistic model of hormonal contraception |
title_full | Mechanistic model of hormonal contraception |
title_fullStr | Mechanistic model of hormonal contraception |
title_full_unstemmed | Mechanistic model of hormonal contraception |
title_short | Mechanistic model of hormonal contraception |
title_sort | mechanistic model of hormonal contraception |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7365466/ https://www.ncbi.nlm.nih.gov/pubmed/32598357 http://dx.doi.org/10.1371/journal.pcbi.1007848 |
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