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Modeling the influence of genetic and environmental variation on the expression of plant life cycles across landscapes.

Publication ,  Journal Article
Burghardt, LT; Metcalf, CJE; Wilczek, AM; Schmitt, J; Donohue, K
Published in: The American naturalist
February 2015

Organisms develop through multiple life stages that differ in environmental tolerances. The seasonal timing, or phenology, of life-stage transitions determines the environmental conditions to which each life stage is exposed and the length of time required to complete a generation. Both environmental and genetic factors contribute to phenological variation, yet predicting their combined effect on life cycles across a geographic range remains a challenge. We linked submodels of the plasticity of individual life stages to create an integrated model that predicts life-cycle phenology in complex environments. We parameterized the model for Arabidopsis thaliana and simulated life cycles in four locations. We compared multiple "genotypes" by varying two parameters associated with natural genetic variation in phenology: seed dormancy and floral repression. The model predicted variation in life cycles across locations that qualitatively matches observed natural phenology. Seed dormancy had larger effects on life-cycle length than floral repression, and results suggest that a genetic cline in dormancy maintains a life-cycle length of 1 year across the geographic range of this species. By integrating across life stages, this approach demonstrates how genetic variation in one transition can influence subsequent transitions and the geographic distribution of life cycles more generally.

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Published In

The American naturalist

DOI

EISSN

1537-5323

ISSN

0003-0147

Publication Date

February 2015

Volume

185

Issue

2

Start / End Page

212 / 227

Related Subject Headings

  • Plant Dormancy
  • Plant Development
  • Models, Biological
  • Life Cycle Stages
  • Genetic Variation
  • Gene-Environment Interaction
  • Environment
  • Ecology
  • Arabidopsis
  • 31 Biological sciences
 

Citation

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ICMJE
MLA
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Burghardt, L. T., Metcalf, C. J. E., Wilczek, A. M., Schmitt, J., & Donohue, K. (2015). Modeling the influence of genetic and environmental variation on the expression of plant life cycles across landscapes. The American Naturalist, 185(2), 212–227. https://doi.org/10.1086/679439
Burghardt, Liana T., C Jessica E. Metcalf, Amity M. Wilczek, Johanna Schmitt, and Kathleen Donohue. “Modeling the influence of genetic and environmental variation on the expression of plant life cycles across landscapes.The American Naturalist 185, no. 2 (February 2015): 212–27. https://doi.org/10.1086/679439.
Burghardt LT, Metcalf CJE, Wilczek AM, Schmitt J, Donohue K. Modeling the influence of genetic and environmental variation on the expression of plant life cycles across landscapes. The American naturalist. 2015 Feb;185(2):212–27.
Burghardt, Liana T., et al. “Modeling the influence of genetic and environmental variation on the expression of plant life cycles across landscapes.The American Naturalist, vol. 185, no. 2, Feb. 2015, pp. 212–27. Epmc, doi:10.1086/679439.
Burghardt LT, Metcalf CJE, Wilczek AM, Schmitt J, Donohue K. Modeling the influence of genetic and environmental variation on the expression of plant life cycles across landscapes. The American naturalist. 2015 Feb;185(2):212–227.
Journal cover image

Published In

The American naturalist

DOI

EISSN

1537-5323

ISSN

0003-0147

Publication Date

February 2015

Volume

185

Issue

2

Start / End Page

212 / 227

Related Subject Headings

  • Plant Dormancy
  • Plant Development
  • Models, Biological
  • Life Cycle Stages
  • Genetic Variation
  • Gene-Environment Interaction
  • Environment
  • Ecology
  • Arabidopsis
  • 31 Biological sciences