bioRxivGenomicsPreprint
Genomic databanks and targeted assays help characterise domestic mosquito incursions
Thomas L. SchmidtiD, Nancy M. Endersby‐HarshmaniD, Nina KurucziD, William Pettit, Vicki KrauseiD, Gerhard JM Ehlers, Mutizwa Odwell MuzariiD, Bart J. CurrieiD, Ary A. HoffmanniD
Abstract
Biosecurity strategies that aim to restrict the spread of invasive pests can benefit from knowing where new incursions have come from. This knowledge can be acquired using genomic databanks, by comparing genetic variation in incursion samples against reference samples. Here we use genomic databanks to investigate domestic incursions of two mosquito species in Australia, and assess the performance of genomic tracing methods when databank samples were collected some time ago or are genetically similar. We used a deep learning method to trace a 2021 invasion of Aedes aegypti in Tennant Creek, Northern Territory, to Townsville, Queensland, and to trace two years of Ae. albopictus incursions to two specific islands in the Torres Strait. We observed high precision of tracing despite 30-70 generations separating incursion and reference samples. Targeted assays also provided additional information on the origin of the Tennant Creek Ae. aegypti, in this case by comparing Wolbachia infection data and mitochondrial DNA variation. Patterns of relatedness and inbreeding indicated that Tennant Creek was likely invaded by one family of Ae. aegypti, whereas Torres Strait incursions involved distinct kinship groups. Our results highlight the value of genomic databanks that remain informative over years and for a range of biological conditions, and demonstrate how additional targeted assays (e.g. Wolbachia) can improve inferences. Key MessageO_LIGenomic tracing can provide valuable information on pest incursions and new invasions. C_LIO_LIEvolution will lead to increasing differences between databanks and extant populations. C_LIO_LIWe tested how well genomic databanks could trace incursions sampled 30-70 generations later and where genetic differentiation was low. C_LIO_LIWe show that tracing methods are robust for a wide range of conditions, and report specific incursion origins for two Aedes species. C_LIO_LIOur results suggest that genomic databanks will remain informative over years and for a range of invasive systems. C_LI
- assay: DNA methylation
- research focus: cell type annotation
- research focus: clustering
- research focus: trajectory inference
- research focus: differential expression
- approach: deep learning
- Citations
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