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

. 2015 ; 10 (6) : e0129341. [epub] 20150626

Jazyk angličtina Země Spojené státy americké Médium electronic-ecollection

Typ dokumentu časopisecké články, práce podpořená grantem

Perzistentní odkaz   https://www.medvik.cz/link/pmid26114859

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.

Zobrazit více v PubMed

Huey R, Kingsolver J. Variation in universal temperature dependence of biological rates. Proc Natl Acad Sci U S A. 2011;108: 10377–10378. 10.1073/pnas.1107430108 PubMed DOI PMC

Corkett CJ, McLaren IA. Relationships between development rate of eggs and older stages of copepods. J Mar Biol Assoc United Kingdom. 1970;50: 161–168.

Corkett CJ. Observations on development in copepods. Crustaceana. 1984;(Suppl.) 7: 150–153.

Van Rijn PCJ, Mollema C, Steenhuis-Broers GM. Comparative life history studies of Frankliniella occidentalis and Thrips tabaci (Thysanoptera: Thripidae) on cucumber. Bull Entomol Res. 1995;85: 285–297.

Jarošík V, Honěk A, Dixon A. Developmental rate isomorphy in insects and mites. Am Nat. 2002;160: 497–210. 10.1086/342077 PubMed DOI

Hart RC. Copepod post-embryonic durations: pattern, conformity, and predictability. The realities of isochronal and equiproportional development, and trends in the opepodid-naupliar duration ratio. Hydrobiologia. 1990;206: 175–206.

Hart RC. Copepod equiproportional development: Experimental confirmation of its independence of food supply level, and a conceptual model accounting for apparent exceptions. Hydrobiologia. 1998;380: 77–85.

Forster J, Hirst AG, Woodward G. Growth and development rates have different thermal responses. Am Nat. 2011;178: 668–678. 10.1086/662174 PubMed DOI

Perdikis DC, Fantinou AA, Lykouressis DP. Constant rate allocation in nymphal development in species of Hemiptera. Physiol Entomol. 2003;28: 331–339.

Kuang X-J, Parajulee MN, Shi P-J, Ge F, Xue F-S. Testing the rate isomorphy hypothesis using five statistical methods. Insect Sci. 2012;19: 121–128.

Jarošík V, Kratochvíl L, Honěk A, Dixon AFG. A general rule for the dependence of developmental rate on temperature in ectothermic animals. Proc R Soc B Biol Sci. 2004;271 Suppl: S219–21. PubMed PMC

Dell AI, Pawar S, Savage VM. Temperature dependence of trophic interactions are driven by asymmetry of species responses and foraging strategy. J Anim Ecol. 2014;83: 70–84. 10.1111/1365-2656.12081 PubMed DOI

Aitchison J. The Statistical Analysis of Compositional Data. Caldwell, USA: The Blackburn Press; 2003.

Maier MJ. DirichletReg: Dirichlet Regression for Compositional Data in R. 2014. Report No.: 125.

Kotz S, Johnson NL, Balakrishnan N. Continuous multivariate distributions. 2nd ed New York, USA: Wiley-Blackwell; 2000.

Nylin S, Gotthard K. Plasticity in life-history traits. Annu Rev Entomol. 1998;43: 63–83. PubMed

Trudgill DL. Why do tropical poikilothermic organisms tend to have higher threshold temperatures for development than temperate ones. Funct Ecol. 1995;9: 136–137.

Stearns SC. The evolutionary significance of phenotypic plasticity. Bioscience. 1989;39: 436–445.

Vucic-Pestic O, Ehnes RB, Rall BC, Brose U. Warming up the system: higher predator feeding rates but lower energetic efficiencies. Glob Chang Biol. 2011;17: 1301–1310.

Fussmann KE, Schwarzmüller F, Brose U, Jousset A, Rall BC. Ecological stability in response to warming. Nat Clim Chang. 2014;4: 206–210.

Horne CR, Hirst AG, Atkinson D. Temperature-size responses match latitudinal-size clines in arthropods, revealing critical differences between aquatic and terrestrial species. Ecol Lett. 2015;18: 327–335. 10.1111/ele.12413 PubMed DOI

Campbell A, Frazer BD, Gilbert N, Gutierrez AP, Mackauer M. Temperature requirements of some aphids and their parasites. J Appl Ecol. 1974;11: 431–438.

Ikemoto T, Takai K. A new linearized formula for the law of total effective temperature and the evaluation of line-fitting methods with both variables subject to error. Environ Entomol. 2000;29: 671–682.

Sokal RR, Rohlf FJ. Biometry: the principles and practice of statistics in biological research. 3rd ed New York, USA: W. H. Freeman; 1995.

Shi P, Ge F, Men X. How to compare the lower developmental thresholds. Environ Entomol. 2010;39: 2033–2038. 10.1603/EN10136 PubMed DOI

Chow GC. Tests of equality between sets of coefficients in two linear regressions. Econometrica. 1960;28: 591–605.

García L. Escaping the Bonferroni iron claw in ecological studies. Oikos. 2004;105: 657–663.

Warton DI, Hui FKC. The arcsine is asinine: the analysis of proportions in ecology. Ecology. 2011;92: 3–10. PubMed

Pham-Kanter G, Zinner DE, Campbell EG. Codifying collegiality: recent developments in data sharing policy in the life sciences. PLoS One. 2014;9: e108451 10.1371/journal.pone.0108451 PubMed DOI PMC

Burnham KP, Anderson DR. Model selection and multimodel inference: a practical information-theoretic approach. 2nd ed New York, USA: Springer-Verlag; 2002.

R Core Team. R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2014. 10.1016/j.jneumeth.2014.06.019 DOI

Wickham H. Ggplot2: elegant graphics for data analysis. New York, USA: Springer; 2009.

Miller TEX, Rudolf VHW. Thinking inside the box: community-level consequences of stage-structured populations. Trends Ecol Evol. 2011;26: 457–466. 10.1016/j.tree.2011.05.005 PubMed DOI

Klecka J, Boukal DS. Who eats whom in a pool? A comparative study of prey selectivity by predatory aquatic insects. PLoS One. 2012;7: e37741 10.1371/journal.pone.0037741 PubMed DOI PMC

Honěk A, Jarošík V, Martínková Z. Effect of temperature on development and reproduction in Gastrophysa viridula (Coleoptera: Chrysomelidae). Eur J Entomol. 2003;100: 295–300.

Kucherov DA, Kipyatkov VE. Control of preimaginal development by photoperiod and temperature in the dock leaf beetle Gastrophysa viridula (De Geer) (Coleoptera, Chrysomelidae). Entomol Rev. 2011;91: 692–708.

Ward JV, Stanford J. Thermal responses in the evolutionary ecology of aquatic insects. Annu Rev Entomol. 1982;27: 97–117.

Atkinson D. Effects of temperature on the size of aquatic ectotherms: exceptions to the general rule. J Therm Biol. 1995;20: 61–74.

Lutz P. Effects of temperature and photoperiod on larval development in Lestes eurinus (Odonata: Lestidae). Ecology. 1968;49: 637–644.

Kutcherov DA, Lopatina EB, Kipyatkov VE. Photoperiod modifies thermal reaction norms for growth and development in the red poplar leaf beetle Chrysomela populi (Coleoptera: Chrysomelidae). J Insect Physiol. Elsevier Ltd; 2011;57: 892–898. 10.1016/j.jinsphys.2011.03.028 PubMed DOI

Nejnovějších 20 citací...

Zobrazit více v
Medvik | PubMed

Developmental models of the carrion beetle Thanatophilus rugosus (Linnaeus, 1758) (Coleoptera: Silphidae)

. 2021 Sep 29 ; 11 (1) : 19377. [epub] 20210929

Najít záznam

Citační ukazatele

Nahrávání dat ...

Možnosti archivace

Nahrávání dat ...