Bukovinszkine Kiss, G. | Search bioRxiv

bioRxiv2024

Genomic prediction in insects: a case study on wing morphology traits in the jewel wasp Nasonia vitripennis

BackgroundBiological control is a sustainable strategy to combat agricultural pests. Yet, due to legislation, importing non-native biocontrol agents is increasingly restricted. Thus, selective breeding of biocontrol traits of native species is suggested to enhance performance of existing biocontrol agents. Genomic prediction is a new alternative to exploit genetic variation for improving biocontrol efficacy. This study aims to establish proof-of-principle for genomic prediction in insect biocontrol agents, using wing morphology traits in the parasitoid Nasonia vitripennis Walker (Pteromalidae) as a model. MethodsWe performed genomic prediction using a Genomic Best Linear Unbiased Prediction (GBLUP) model, using a total of 1,230 individuals with 8,639 SNPs generated by genotyping-by-sequencing (GBS). We used individuals from two generations from the outbred HVRx population, 717 individuals from generation G169 and 513 from generation G172. To assess genomic prediction accuracy, we used across- generation validation: forward validation for G172 from G169, backward in time validation for G169 from G172, and also 5-fold cross-validation, randomly using one fifth of the population as validiation and the others as training groups. ResultsFor size-related traits, including tibia length, wing length, width, and second moment wing area, the accuracy of genomic prediction was close to zero in both across-generation validations, but much higher in 5-fold cross-validation (ranging 0.54-0.68). For the shape-related trait wing aspect ratio, a high accuracy was found for all three validation strategies, with 0.47 for across-generation forward validation, 0.65 for across-generation backward validation, and 0.54 for 5-fold cross-validation. ConclusionPromising accuracies were observed for all traits in 5-fold cross-validation, but not in the across-generation validations. Overall, applying genomic selection in insect biocontrol agents with a relative small effective population size seems promising. However, factors such as the biology of insects, the techniques of phenotyping, and costs of large-scale genotyping still challenge the application of genomic selection to biocontrol agents.

genetics↗

bioRxiv2019

Insect egg-killing: a new front on the evolutionary arms-race between Brassicaceae plants and Pierid butterflies

Evolutionary arms-races between plants and herbivores have been proposed to generate key innovations that can drive diversification of the interacting species. Recent studies reveal that plant traits that target herbivore insect eggs are widespread throughout the plant kingdom. Within the Brassicaceae family, some plants express a hypersensitive response (HR)-like necrosis underneath the eggs of specialist cabbage white butterflies (Pieridae) that leads to eggs desiccating or dropping of the leaf. Here, we studied the evolutionary basis of this trait, its egg-killing effect on and elicitation by specialist butterflies, by screening 31 Brassicaceae species and nine Pieridae species. We show that induction of HR-like necrosis by pierid egg deposition is clade-specific in the economically important Brassiceae tribe (Brassica crops and close-relatives) and in the first-branching genus Aethionema. The necrosis is elicited only by pierid butterflies that feed on Brassicaceae plants; four Pieris and Anthocharis cardamines butterflies, of which the larvae are specialists on Brassicaceae, elicited a HR-like necrosis. Eggs of pierid butterflies that feed on Rhamnaceae (Gonepteryx rhamni) or Fabaceae (Colias spp.) however, did not elicit such a leaf necrosis. Finally, eggs of Aglais io, a species of the sister group Nymphalidae, did not elicit any visible response. Counter-adaptations to HR-like necrosis might have evolved by insect deposition of eggs in clusters or on inflorescences. Our findings suggest that the plants egg-killing trait is a new front on the evolutionary arms-race between Brassicaceae and pierid butterflies beyond the well-studied chemical defence traits against caterpillars.

evolutionary biology↗