Abstract

BackgroundNicotiana attenuata (coyote tobacco) is an ecological model for studying plant-environment interactions and plant gene function under real-world conditions. During the last decade, large amounts of genomic, transcriptomic and metabolomic data have been generated with this plant which has provided new insights into how native plants interact with herbivores, pollinators and microbes. However, an integrative and open access platform that allows for the efficient mining of these -omics data remained unavailable until now.DescriptionWe present the Nicotiana attenuata Data Hub (NaDH) as a centralized platform for integrating and visualizing genomic, phylogenomic, transcriptomic and metabolomic data in N. attenuata. The NaDH currently hosts collections of predicted protein coding sequences of 11 plant species, including two recently sequenced Nicotiana species, and their functional annotations, 222 microarray datasets from 10 different experiments, a transcriptomic atlas based on 20 RNA-seq expression profiles and a metabolomic atlas based on 895 metabolite spectra analyzed by mass spectrometry. We implemented several visualization tools, including a modified version of the Electronic Fluorescent Pictograph (eFP) browser, co-expression networks and the Interactive Tree Of Life (iTOL) for studying gene expression divergence among duplicated homologous. In addition, the NaDH allows researchers to query phylogenetic trees of 16,305 gene families and provides tools for analyzing their evolutionary history. Furthermore, we also implemented tools to identify co-expressed genes and metabolites, which can be used for predicting the functions of genes. Using the transcription factor NaMYB8 as an example, we illustrate that the tools and data in NaDH can facilitate identification of candidate genes involved in the biosynthesis of specialized metabolites.ConclusionThe NaDH provides interactive visualization and data analysis tools that integrate the expression and evolutionary history of genes in Nicotiana, which can facilitate rapid gene discovery and comparative genomic analysis. Because N. attenuata shares many genome-wide features with other Nicotiana species including cultivated tobacco, and hence NaDH can be a resource for exploring the function and evolution of genes in Nicotiana species in general. The NaDH can be accessed at: http://nadh.ice.mpg.de/.

Highlights

  • Nicotiana attenuata is an ecological model for studying plant-environment interactions and plant gene function under real-world conditions

  • Because N. attenuata shares many genome-wide features with other Nicotiana species including cultivated tobacco, and Nicotiana attenuata Data Hub (NaDH) can be a resource for exploring the function and evolution of genes in Nicotiana species in general

  • Genes of N. attenuata can be searched by name, functional annotation (InterPro domain, enzyme commission (EC) number, Gene Ontology identifier), orthologous genes in other species and sequence similarity based on BLAST

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Summary

Conclusion

We present the NaDH, which integrates genomic, transcriptomic, and metabolomic data in N. attenuata and provides useful tools for the interactive visualization of gene expression divergence and gene duplication history. Additional tools for finding coexpressed genes and metabolites can facilitate rapid gene discovery for specialized metabolites in N. attenuata and infer their evolutionary paths. Since the most of genome-wide features are shared among the genus Nicotiana, the NaDH can be used to explore the function and evolution of genes in other Nicotiana species. Availability of data and materials The datasets generated and/or analysed during the current study are available in NaDH (http://nadh.ice.mpg.de/ NaDH/). Additional file 1: Overview of microarray datasets that can be visualized via the eFP browser in NaDH. EV: empty vector; WT: wild type; W: induced by water; OS: induced by M. sexta oral secretion; VIGS: virus-induced gene silencing; GLV: green leaf volatile; VOC: volatile organic compound.

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