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Biological Invasions

, Volume 20, Issue 3, pp 665–677 | Cite as

Colonization history of the western corn rootworm (Diabrotica virgifera virgifera) in North America: insights from random forest ABC using microsatellite data

  • Eric Lombaert
  • Marc Ciosi
  • Nicholas J. Miller
  • Thomas W. Sappington
  • Aurélie Blin
  • Thomas Guillemaud
Original Paper

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 of D. 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 of D. v. virgifera was 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.

Keywords

Biological invasion Invasion routes Approximate Bayesian computation Maize 

Notes

Acknowledgements

We thank our colleagues Rosanna Giordano, Stephan Toepfer, Uwe Stoltz, Kyung Seok Kim, Sue Ratcliff, Greg Cronholm, Lee French, Lance Meinke, Brendon Reardon, Eli Levine, Bruce Eisley, Dennis Calvin, Joanne Whalen and Ken Wise for D. v. virgifera beetles and DNA samples. We also thank Emeline Deleury, Arnaud Estoup and Andrea Benazzo for scripts to compute summary statistics. We also thank Alexandra Auguste, Paulette Flacchi and Marie-José Odonne for technical and administrative assistance. This work was funded by grants from ANR projects Bioinv4I and Emile, and from the French Agropolis Fondation (Labex Agro-Montpellier, BIOFIS).

Author contributions

EL and TG designed the study. TS managed the collection of samples. MC, NM and AB genotyped the samples. EL and TG analysed the data. EL, MC, NM, TS and TG wrote the paper. All authors have revised and approved the final manuscript.

Supplementary material

10530_2017_1566_MOESM1_ESM.pdf (973 kb)
Supplementary material 1 (PDF 972 kb)

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Copyright information

© Springer International Publishing AG 2017

Authors and Affiliations

  1. 1.Université Côte d’Azur, INRA, CNRSISASophia Antipolis CedexFrance
  2. 2.Institute of Molecular Cell and Systems BiologyUniversity of GlasgowGlasgowUK
  3. 3.Department of BiologyIllinois Institute of TechnologyChicagoUSA
  4. 4.USDA-Agricultural Research Service, Corn Insects and Crop Genetics Research Unit, Genetics LaboratoryIowa State UniversityAmesUSA

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