mSystems · 2021 · 27 citations · 76 references
Life SciencesPlant BiologyPlant SciencesMicrobial EcologyMycologyTranscriptomicsComparative MetagenomicsFungal DiversityHost-associated MetagenomicsMetagenomic AnalysisPlant-associated Microbial CommunitiesShotgun MetagenomicsFungal MetagenomicsInternal Transcribed Spacer SequencingMetatranscriptomic AnalysisMetatranscriptomicsMicrobial MetatranscriptomicsPlant-associated Fungal CommunitiesPlant-associated Fungal DiversityPlant-associated Host Metagenomics
A deeper understanding of microbial communities associated with plants is revealing their importance for plant health and productivity. RNA extracted from plant field samples represents the host and other organisms present. Typically, gene expression studies focus on the plant component or, in a limited number of studies, expression in one or more associated organisms. However, metatranscriptomic data are rarely used for taxonomic profiling, which is currently performed using amplicon approaches. We created an assembly-based, reproducible, and hardware-agnostic workflow to taxonomically and functionally annotate fungal RNA-Seq data obtained from Norway spruce roots, which we compared to matching ITS amplicon sequencing data. While we identified some limitations and caveats, we show that functional, taxonomic, and compositional insights can all be obtained from RNA-Seq data. These findings highlight the potential of metatranscriptomics to advance our understanding of interaction, response, and effect between host plants and their associated microbial communities.
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