Mechanisms behind polyphagia in a pest insect: Responses of Spodoptera frugiperda (J.E. Smith) strains to preferential and alternative larval host plants assessed with gene regulatory networks

A dataset of gene expression from Spodoptera frugiperda, a highly generalist pest moth, was used to understand how gene regulation is related to larval host plant preference. Transcriptomic data of corn and rice strains of S. frugiperda larvae, reared on different diets, were analysed with three dif...

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Veröffentlicht in:Biochimica et biophysica acta. Gene regulatory mechanisms 2021-03, Vol.1864 (3), p.194687-194687, Article 194687
Hauptverfasser: Murad, Natália Faraj, Silva-Brandão, Karina Lucas, Brandão, Marcelo Mendes
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Silva-Brandão, Karina Lucas
Brandão, Marcelo Mendes
description A dataset of gene expression from Spodoptera frugiperda, a highly generalist pest moth, was used to understand how gene regulation is related to larval host plant preference. Transcriptomic data of corn and rice strains of S. frugiperda larvae, reared on different diets, were analysed with three different approaches of gene network inference, namely co-expression, weighted co-expression and Bayesian networks, since each methodology provides a different visualization of the data. Using these approaches, it was possible to identify two loosely interconnected co-expression networks, one of them responsible for fast response to herbivory and anti-herbivory mechanisms and the other related to housekeeping genes, which present slower response to environmental variations. Integrating different levels of information such as gene expression patterns, gene assembly, transcriptomics, relationship among genes and phenotypes, functional relationships, among other information, enabled a wider visualization of S. frugiperda response to diet stimuli. The biological properties in the proposed networks are here described and discussed, as well as patterns of gene expression related to larval performance attributes. •The network approach enabled a wider molecular view of S. frugiperda (Corn and Rice strains) response to diet stimuli•The co-expression network presents two distinct portions (‘A’ smaller and ‘B’ larger) both connected by a small number of genes•‘A’ is related to housekeeping, and, respond slowly to environmental variations. Fast response to {anti-}herbivory mechanisms is concentrated in ‘B’•The co-expression networks showed biological networks features: scale-free topology; guilt by association organization; hubs functional classification•Expression patterns in both strains were identified through: presence of exclusive genes; peptidases regulation; genes with differentiated regulation
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subjects Bayesian analyses
Gene co-expression
Gene regulation
Lepidoptera
Transcriptome
title Mechanisms behind polyphagia in a pest insect: Responses of Spodoptera frugiperda (J.E. Smith) strains to preferential and alternative larval host plants assessed with gene regulatory networks
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