1. Colonization history of the western corn rootworm (Diabrotica virgifera virgifera) in North America: insights from random forest ABC using microsatellite data
- Author
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Thomas Guillemaud, Thomas W. Sappington, Aurélie Blin, Nicholas J. Miller, Marc Ciosi, Eric Lombaert, Institut Sophia Agrobiotech [Sophia Antipolis] (ISA), Institut National de la Recherche Agronomique (INRA)-Université Nice Sophia Antipolis (... - 2019) (UNS), Université Côte d'Azur (UCA)-Université Côte d'Azur (UCA)-Centre National de la Recherche Scientifique (CNRS), Interactions Biotiques et Santé Végétale, Institut National de la Recherche Agronomique (INRA), Corn Insects and Crop Genetics Research Unit, Agricultural Research Service, Institut Sophia Agrobiotech (ISA), Centre National de la Recherche Scientifique (CNRS)-Université Nice Sophia Antipolis (... - 2019) (UNS), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Institut National de la Recherche Agronomique (INRA), USDA-ARS : Agricultural Research Service, ANR, and French Agropolis Fondation (Labex Agro-Montpellier, BIOFIS)
- Subjects
0106 biological sciences ,0301 basic medicine ,Population ,Introduced species ,Biology ,010603 evolutionary biology ,01 natural sciences ,Invasive species ,03 medical and health sciences ,Invasion routes ,Genetic variation ,Colonization ,Genetic variability ,education ,Ecology, Evolution, Behavior and Systematics ,ComputingMilieux_MISCELLANEOUS ,030304 developmental biology ,0303 health sciences ,education.field_of_study ,Ecology ,Diabrotica virgifera ,[SDV.BID.EVO]Life Sciences [q-bio]/Biodiversity/Populations and Evolution [q-bio.PE] ,biology.organism_classification ,Maize ,030104 developmental biology ,Western corn rootworm ,Genetic structure ,Microsatellite ,Approximate Bayesian computation ,Biological invasion - Abstract
First described from western Kansas, USA, the western corn rootworm,Diabrotica virgifera virgifera, is one of the worst pests of maize. The species is generally thought to be of Mexican origin and to have incidentally followed the expansion of maize cultivation into North America thousands of years ago. However, this hypothesis has never been investigated formally. In this study, the genetic variability of samples collected throughout North America was analysed at 13 microsatellite marker loci to explore precisely the population genetic structure and colonization history ofD. v. virgifera. In particular, we used up-to-date Approximate Bayesian Computation methods based on random forest algorithms to test a Mexican versus a central-USA origin of the species, and to compare various possible timings of colonization. This analysis provided strong evidence that the origin ofD. v. virgiferawas southern (Mexico, or even further south). Surprisingly, we also found that the expansion of the species north of its origin was recent - probably not before 1100 years ago - thus indicating it was not directly associated with the early history of maize expansion out of Mexico, a far more ancient event.
- Published
- 2018
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