Statistical genetics in traditionally cultivated crops.

J Theor Biol

Institut Supérieur Industriel agronomique, Haute Ecole Charlemagne Rue des Rivageois 6, 4000 Liège, Belgium. Electronic address:

Published: November 2014

AI Article Synopsis

  • Traditional farming systems play a crucial role in preserving genetic diversity through the management of traditionally cultivated crops, which have been extensively studied for their reproductive characteristics.
  • However, the small population sizes in traditional farms result in genetic fluctuations that complicate the relationship between crop traits and genotype data, meaning that any conclusions around these traits come with uncertainty.
  • The authors propose a robust statistical framework to analyze these relationships and demonstrate its effectiveness with research on C. lanatus var. lanatus oleaginous type in Côte d'Ivoire, highlighting key crop properties and their significance in studies of traditional agriculture.

Article Abstract

Traditional farming systems have attracted a lot of attention over the past decades as they have been recognized to supply an important component in the maintenance of the genetic diversity worldwide. A broad spectrum of traditionally managed crops has been studied to investigate how reproductive properties in combination with husbandry characteristics shape the genetic structure of the crops over time. However, traditional farms typically involve populations of small size whose genetic evolution is overwhelmed with statistic fluctuations inherent to the stochastic nature of the crossings. Hence there is generally no one-to-one mapping between crop properties and measured genotype data, and claims regarding crop properties on the basis of the observed genetic structure must be stated within a confidence level to be estimated by means of a dedicated statistical analysis. In this paper, we propose a comprehensive framework to carry out such statistical analyses. We illustrate the capabilities of our approach by applying it to crops of C. lanatus var. lanatus oleaginous type cultivated in Côte d׳Ivoire. While some properties such as the effective field size considerably evade the constraints from experimental data, others such as the mating system turn out to be characterized with a higher statistical significance. We discuss the importance of our approach for studies on traditionally cultivated crops in general.

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Source
http://dx.doi.org/10.1016/j.jtbi.2014.06.028DOI Listing

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