Analyses of Developmental Rate Isomorphy in Ectotherms: Introducing the Dirichlet Regression

PLoS One. 2015 Jun 26;10(6):e0129341. doi: 10.1371/journal.pone.0129341. eCollection 2015.

Abstract

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.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Insecta / growth & development*
  • Life Cycle Stages*
  • Models, Biological*
  • Models, Statistical*
  • Temperature*

Grants and funding

The study was supported by Grant Agency of the Czech Republic (www.gacr.cz) project P505/2010/0096 awarded to DSB. The authors also acknowledge additional funding from the European Community's Seventh Framework Programme (cordis.europa.eu/mariecurie-actions/erg/home.html) under grant agreement nr. PERG04-GA-2008-239543 to DSB, Grant Agency of the University of South Bohemia to PŠ (www.jcu.cz/veda-a-vyzkum/grantova-agentura-ju, project GAJU 145/2013/P awarded to DSB), and the Russian Foundation for Basic Research (www.rfbr.ru/rffi/eng) grant number 14-04-01156 to DK. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.