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Analyses of Developmental Rate Isomorphy in Ectotherms: Introducing the Dirichlet Regression
Temperature drives development in insects and other ectotherms because their metabolic rate and growth depends directly on thermal conditions. However, relative durations of successive ontogenetic stages often remain nearly constant across a substantial range of temperatures. This pattern, termed ‘d...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4482627/ https://www.ncbi.nlm.nih.gov/pubmed/26114859 http://dx.doi.org/10.1371/journal.pone.0129341 |
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author | Boukal, David S. Ditrich, Tomáš Kutcherov, Dmitry Sroka, Pavel Dudová, Pavla Papáček, Miroslav |
author_facet | Boukal, David S. Ditrich, Tomáš Kutcherov, Dmitry Sroka, Pavel Dudová, Pavla Papáček, Miroslav |
author_sort | Boukal, David S. |
collection | PubMed |
description | Temperature drives development in insects and other ectotherms because their metabolic rate and growth depends directly on thermal conditions. However, relative durations of successive ontogenetic stages often remain nearly constant across a substantial range of temperatures. This pattern, termed ‘developmental rate isomorphy’ (DRI) in insects, appears to be widespread and reported departures from DRI are generally very small. We show that these conclusions may be due to the caveats hidden in the statistical methods currently used to study DRI. Because the DRI concept is inherently based on proportional data, we propose that Dirichlet regression applied to individual-level data is an appropriate statistical method to critically assess DRI. As a case study we analyze data on five aquatic and four terrestrial insect species. We find that results obtained by Dirichlet regression are consistent with DRI violation in at least eight of the studied species, although standard analysis detects significant departure from DRI in only four of them. Moreover, the departures from DRI detected by Dirichlet regression are consistently much larger than previously reported. The proposed framework can also be used to infer whether observed departures from DRI reflect life history adaptations to size- or stage-dependent effects of varying temperature. Our results indicate that the concept of DRI in insects and other ectotherms should be critically re-evaluated and put in a wider context, including the concept of ‘equiproportional development’ developed for copepods. |
format | Online Article Text |
id | pubmed-4482627 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-44826272015-06-29 Analyses of Developmental Rate Isomorphy in Ectotherms: Introducing the Dirichlet Regression Boukal, David S. Ditrich, Tomáš Kutcherov, Dmitry Sroka, Pavel Dudová, Pavla Papáček, Miroslav PLoS One Research Article Temperature drives development in insects and other ectotherms because their metabolic rate and growth depends directly on thermal conditions. However, relative durations of successive ontogenetic stages often remain nearly constant across a substantial range of temperatures. This pattern, termed ‘developmental rate isomorphy’ (DRI) in insects, appears to be widespread and reported departures from DRI are generally very small. We show that these conclusions may be due to the caveats hidden in the statistical methods currently used to study DRI. Because the DRI concept is inherently based on proportional data, we propose that Dirichlet regression applied to individual-level data is an appropriate statistical method to critically assess DRI. As a case study we analyze data on five aquatic and four terrestrial insect species. We find that results obtained by Dirichlet regression are consistent with DRI violation in at least eight of the studied species, although standard analysis detects significant departure from DRI in only four of them. Moreover, the departures from DRI detected by Dirichlet regression are consistently much larger than previously reported. The proposed framework can also be used to infer whether observed departures from DRI reflect life history adaptations to size- or stage-dependent effects of varying temperature. Our results indicate that the concept of DRI in insects and other ectotherms should be critically re-evaluated and put in a wider context, including the concept of ‘equiproportional development’ developed for copepods. Public Library of Science 2015-06-26 /pmc/articles/PMC4482627/ /pubmed/26114859 http://dx.doi.org/10.1371/journal.pone.0129341 Text en © 2015 Boukal 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Boukal, David S. Ditrich, Tomáš Kutcherov, Dmitry Sroka, Pavel Dudová, Pavla Papáček, Miroslav Analyses of Developmental Rate Isomorphy in Ectotherms: Introducing the Dirichlet Regression |
title | Analyses of Developmental Rate Isomorphy in Ectotherms: Introducing the Dirichlet Regression |
title_full | Analyses of Developmental Rate Isomorphy in Ectotherms: Introducing the Dirichlet Regression |
title_fullStr | Analyses of Developmental Rate Isomorphy in Ectotherms: Introducing the Dirichlet Regression |
title_full_unstemmed | Analyses of Developmental Rate Isomorphy in Ectotherms: Introducing the Dirichlet Regression |
title_short | Analyses of Developmental Rate Isomorphy in Ectotherms: Introducing the Dirichlet Regression |
title_sort | analyses of developmental rate isomorphy in ectotherms: introducing the dirichlet regression |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4482627/ https://www.ncbi.nlm.nih.gov/pubmed/26114859 http://dx.doi.org/10.1371/journal.pone.0129341 |
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