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A dynamic model of circadian rhythms in rodent tail skin temperature for comparison of drug effects
Menopause-associated thermoregulatory dysfunction can lead to symptoms such as hot flushes severely impairing quality of life of affected women. Treatment effects are often assessed by the ovariectomized rat model providing time series of tail skin temperature measurements in which circadian rhythms...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3398330/ https://www.ncbi.nlm.nih.gov/pubmed/22221596 http://dx.doi.org/10.1186/1740-3391-10-1 |
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author | Girbig, Dorothee Keller, Karsten Prelle, Katja Patchev, Vladimir Vonk, Richardus Igl, Bernd-Wolfgang |
author_facet | Girbig, Dorothee Keller, Karsten Prelle, Katja Patchev, Vladimir Vonk, Richardus Igl, Bernd-Wolfgang |
author_sort | Girbig, Dorothee |
collection | PubMed |
description | Menopause-associated thermoregulatory dysfunction can lead to symptoms such as hot flushes severely impairing quality of life of affected women. Treatment effects are often assessed by the ovariectomized rat model providing time series of tail skin temperature measurements in which circadian rhythms are a fundamental ingredient. In this work, a new statistical strategy is presented for analyzing such stochastic-dynamic data with the aim of detecting successful drugs in hot flush treatment. The circadian component is represented by a nonlinear dynamical system which is defined by the van der Pol equation and provides well-interpretable model parameters. Results regarding the statistical evaluation of these parameters are presented. |
format | Online Article Text |
id | pubmed-3398330 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-33983302012-07-18 A dynamic model of circadian rhythms in rodent tail skin temperature for comparison of drug effects Girbig, Dorothee Keller, Karsten Prelle, Katja Patchev, Vladimir Vonk, Richardus Igl, Bernd-Wolfgang J Circadian Rhythms Research Menopause-associated thermoregulatory dysfunction can lead to symptoms such as hot flushes severely impairing quality of life of affected women. Treatment effects are often assessed by the ovariectomized rat model providing time series of tail skin temperature measurements in which circadian rhythms are a fundamental ingredient. In this work, a new statistical strategy is presented for analyzing such stochastic-dynamic data with the aim of detecting successful drugs in hot flush treatment. The circadian component is represented by a nonlinear dynamical system which is defined by the van der Pol equation and provides well-interpretable model parameters. Results regarding the statistical evaluation of these parameters are presented. BioMed Central 2012-01-05 /pmc/articles/PMC3398330/ /pubmed/22221596 http://dx.doi.org/10.1186/1740-3391-10-1 Text en Copyright ©2012 Girbig et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Girbig, Dorothee Keller, Karsten Prelle, Katja Patchev, Vladimir Vonk, Richardus Igl, Bernd-Wolfgang A dynamic model of circadian rhythms in rodent tail skin temperature for comparison of drug effects |
title | A dynamic model of circadian rhythms in rodent tail skin temperature for comparison of drug effects |
title_full | A dynamic model of circadian rhythms in rodent tail skin temperature for comparison of drug effects |
title_fullStr | A dynamic model of circadian rhythms in rodent tail skin temperature for comparison of drug effects |
title_full_unstemmed | A dynamic model of circadian rhythms in rodent tail skin temperature for comparison of drug effects |
title_short | A dynamic model of circadian rhythms in rodent tail skin temperature for comparison of drug effects |
title_sort | dynamic model of circadian rhythms in rodent tail skin temperature for comparison of drug effects |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3398330/ https://www.ncbi.nlm.nih.gov/pubmed/22221596 http://dx.doi.org/10.1186/1740-3391-10-1 |
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