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Updated: Apr 24, 2026

A Bioinformatics Pipeline to Accurately and Efficiently Analyze the MicroRNA Transcriptomes in Plants
Published on: January 21, 2020
The application of RNA-seq to the comprehensive analysis of plant mitochondrial transcriptomes
James D Stone1, Helena Storchova
1Institute of Experimental Botany v.v.i, Academy of Sciences of the Czech Republic, Rozvojova 263, Prague, 16502, Czech Republic.
Abstract:
We review current studies of plant mitochondrial transcriptomes performed by RNA-seq, highlighting methodological challenges unique to plant mitochondria. We propose ways to improve read mapping accuracy and sensitivity such as modifying a reference genome at RNA editing sites, using splicing- and ambiguity-competent aligners, and masking chloroplast- or nucleus-derived sequences. We also outline modified RNA-seq methods permitting more accurate detection and quantification of partially edited sites and the identification of transcription start sites on a genome-wide scale. The application of RNA-seq goes beyond genome-wide determination of transcript levels and RNA maturation events, and emerges as an elegant resource for the comprehensive identification of editing, splicing, and transcription start sites. Thus, improved RNA-seq methods customized for plant mitochondria hold tremendous potential for advancing our understanding of plant mitochondrial evolution and cyto-nuclear interactions in a broad array of plant species.
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