Abstract
An analysis of the hind wing morphology (size and shape) within and among western corn rootworm, Diabrotica virgifera virgifera LeConte, populations over a large geographic scale in Europe was conducted. The changes in hind wing shape and size detected were related to identifiable invasion processes (i.e. multiple introduction events into Europe), first characterised using genetic markers. Overall implications from this work suggest that geometric morphometric techniques can be used to detect population changes related to invasions and could therefore serve as a cheaper and more accessible alternative ‘biomarker’ to more expensive and specialised-use genetic markers, such as microsatellites or SNPs, when investigating biological invasions.
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References
Arnqvist G, Martensson T (1998) Measurement error in geometric morphometrics: empirical strategies to assess and reduce its impact on measures of shape. Acta Zool Acad Sci Hung 44:73–96
Bača F, Berger HK (1994) Bedroht ein neuer schadling unsere maisernten. Pflzschutz 1–2:9–10
Benítez HA, Lemic D, Bažok R, Gallardo-Araya C, Mikac KM (2014) Evolutionary directional asymmetry and shape variation in Diabrotica v. virgifera (Coleoptera:Chrysomelidae): an example using hind wings. Biol J Linn Soc 111(1):110–118
Benítez HA, Lemic D, Bažok R, Bravi R, Buketa M, Püschel T (2014b) Morphological Integration and Modularity in Diabrotica virgifera virgifera LeConte (Coleoptera: Chrysomelidae) hind wings. Zoöl Anz 253(6):461–468
Bookstein FL (1991) Morphometric tools for landmark data: geometry and biology. Cambridge University Press, Cambridge
Bouyer J, Ravel S, Dujardin JP, De Meeus T, Via L, Thévenon S, Guerrini L, Sidibé I, Solano P (2007) Population structuring of Glossina palpalis gambiensis (Diptera: Glossinidae) according to landscape fragmentation in the Mouhoun river Burkina Faso. J Med Entomol 44:788–795
Ciosi M, Miller NJ, Kim KS, Giordano R, Estoup A, Guillemaud T (2008) Invasion of Europe by western corn rootworm, Diabrotica virgifera virgifera: multiple transatlantic introductions with various reductions of genetic diversity. Mol Ecol 17:3614–3627
Ciosi M, Toepfer S, Li H, Kuhlmann U, Wang H, Siegfried B, Guillemaud T (2009) European populations of Diabrotica virgifera virgifera are resistant to aldrin, but not to methyl-parathion. J Appl Entomol 133(4):307–314
Ciosi M, Miller NJ, Toepfer S, Estoup A, Guillemaud T (2010) Stratified dispersal and increasing genetic variation during the invasion of Central Europe by the western corn rootworm, Diabrotica virgifera virgifera. Evol Appl 4:54–70
DeVries PJ, Penz CM, Hill RI (2010) Vertical distribution, flight behaviour and evolution of wing morphology in Morpho butterflies. J Anim Ecol 79:1077–1085
Ehrenfeld JG (2010) Ecosystem consequences of biological invasions. Annu Rev Ecol Evol Syst 41:59–80
Franck P, Timm AE (2010) Population genetic structure of Cydia pomonella: a review and case study comparing spatiotemporal variation. J Appl Entomol 134:191–200
Franck P, Reyes M, Olivares J, Sauphanor B (2007) Genetic architecture in codling moth populations: comparison between microsatellite and insecticide resistance markers. Mol Ecol 16:3554–3564
Gassmann AJ, Petzold-Maxwell JL, Clifton EH, Dunbar MW, Hoffmann AM, Ingeber DA, Keweshan RS (2014) Field-evolved resistance by western corn rootworm to multiple Bacillus thuringiensis toxins in transgenic maize. PNAS 111(14):5141–5146. doi:10.1073/pnas.1317179111
Grapputo A, Boman S, Lindstroem L, Lyytinen A, Mappes J (2005) The voyage of an invasive species across continents: genetic diversity of North American and European Colorado potato beetle populations. Mol Ecol 14:4207–4219
Hoffmann AA, Woods RE, Collins E, Wallin K, White A, McKenzie JA (2005) Wing shape versus asymmetry as an indicator of changing environmental conditions in insects. Aust J Entomol 44(3):233–243
Igrc Barčić J, Bažok R, Maceljski M (2003) Research on the western corn rootworm (Diabrotica virgifera virgifera LeConte, Coleoptera: Chrysomelidae) in Croatia (1994–2003). Entomol Croat 7(1–2):63–83
Ivkosic SA, Gorman J, Lemic D, Mikac KM (2014) Genetic monitoring of western corn rootworm (Coleoptera: Chrysomelidae) populations on a microgeographic scale. Environ Entomol 43(3):804–818
Jolliffe IT (2002) Principal component analysis, 2nd edn. Springer, New York
Klingenberg CP (2011) MorphoJ: an integrated software package for geometric morphometrics. Mol Ecol Res 11:353–357
Klingenberg CP (2013) Visualizations in geometric morphometrics: how to read and how to make graphs showing shape changes. Hystrix Ital J Mamm 24:15–24
Klingenberg CP, McIntyre GS (1998) Geometric morphometrics of developmental instability: Analyzing patterns of fluctuating asymmetry with procrustes methods. Evolution 52:1363–1375
Klingenberg CP, Monteiro LR (2005) Distances and directions in multidimensional shape spaces: implications for morphometric applications. Syst Biol 54:678–688
Lemic D, Benítez AH, Bažok R (2014) Intercontinental effect on sexual shape dimorphism and allometric relationships in the beetle pest Diabrotica virgifera virgifera LeConte (Coleoptera: Chrysomelidae). Zool Anz 3:203–206
Lemic D, Mikac MK, Ivkosic S, Bažok R (2015a) The temporal and spatial invasion genetics of the western corn rootworm (Coleoptera: Chrysomelidae) in southern Europe. PLoS One. doi:10.1371/journal.pone.0138796
Lemic D, Mikac KM, Kozina A, Benitez HA, McLean CM, Bažok R (2015b) Monitoring techniques of the western corn rootworm are the precursor to effective IPM strategies. Pest Manag Sci. doi:10.1002/ps.4072
Li H, Toepfer S, Kuhlmann U (2010) Flight and crawling activities of Diabrotica virgifera virgifera (Coleoptera: Chrysomelidae) in relation to morphometric traits. J Appl Entomol 134:449–461
Mikac KM, Douglas J, Spencer JL (2013) Wing shape and size of the western corn rootworm (Coleoptera: Chrysomelidae) is related to sex and resistance to soybean-maize crop rotation. J Econ Entomol 106(4):1517–1524
Miller N, Estoup A, Toepfer S, Bourguet D, Lapchin L, Derridj S, Kim KS, Reynaud P, Furlan L, Guillemaud T (2005) Multiple transatlantic introductions of the western corn rootworm. Science 310:992
Rohlf F (2013) TPSdig, v. 2.17. State University at Stony Brook, New York
Rohlf FJ, Slice D (1990) Extensions of the Procustes methods for the optimal superimposition of landmarks. Syst Zool 39:40–59
Sappington TW, Siegfried BD, Guillemaud T (2006) Coordinated Diabrotica genetics research: accelerating progress on an urgent insect pest problem. Am Entomol 52:90–97
Stanaway MA, Zalucki MP, Gillespie PS, Rodriguez CM, Maynard GV (2001) Pest risk assessment of insects in sea cargo containers. Aust J Entomol 40(2):180–192
Szalai M, Papp Komáromi J, Bazok R, Igrc Barčić J, Kiss J, Toepfer S (2010) The growth rate of Diabrotica virgifera virgifera populations in Europe. J Pest Sci 84:133–142
Upton MFS, Mantel BL (2010) Methods for collecting, preserving and studying insects and other terrestrial arthropods. The Australian Entomological Society Miscellaneous Pub, Sydney
Acknowledgments
We thank Ivan Sivčev, Mauro Agosti, Gianluca Governatori, Marco Boriani, Geza Ripka and Andreas Kahrer for D. v. virgifera collected throughout Europe.
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Mikac, K.M., Lemic, D., Bažok, R. et al. Wing shape changes: a morphological view of the Diabrotica virgifera virgifera European invasion. Biol Invasions 18, 3401–3407 (2016). https://doi.org/10.1007/s10530-016-1252-9
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DOI: https://doi.org/10.1007/s10530-016-1252-9