A biological spike-in enables cost-effective multi-species RNA-seq and reveals global transcriptional collapse under dark stress
Tan, S.;Lee, J.;Li, Y.;BOON, C.;Mutwil, M.
Show abstract
RNA sequencing (RNA-seq) is the workhorse of plant functional genomics, but its per-sample cost limits the number of species, conditions and replicates that can be assayed, and its standard normalization assumes that most genes do not change and that total cellular RNA is roughly constant. Both assumptions fail when a treatment globally reprograms transcription. Here we address both problems at once. We pooled carefully weighed frozen tissue from three phylogenetically distant species, Arabidopsis thaliana (A), Brachypodium distachyon (B) and Oldenlandia corymbosa (O), into single RNA-seq libraries, applying a six-day dark stress to A and B while including unstressed O in every pool as an internal biological spike-in. Reads were mapped to a concatenated three-species coding-sequence index. Read assignment was essentially clean: every pure library was [≥]99.8 % correctly assigned and cross-species mis-mapping was [≤]0.2 %, establishing that pooling does not compromise species-level quantification. Because equal mass, not equal RNA, was pooled, the read share captured by the unchanging O reported the global RNA content of the stressed species directly: dark stress reduced total mRNA to [~]50-60 % of control in Arabidopsis and to only [~]25-37 % in Brachypodium, a magnitude difference invisible to conventional analysis. At the gene level, standard per-species analysis returned a balanced set of up- and down-regulated genes, whereas spike-in normalization revealed a response dominated by repression. Conventional pathway enrichment, measured against the bulk transcriptome, likewise failed to register the global shift. Multi-species multiplexing with a biological spike-in is therefore a cheap, quantitatively faithful strategy for stress transcriptomics.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Genome-scale transcriptome augmentation during Arabidopsis thaliana photomorphogenesis 95%
- Diversification of gene expression across extremophytes and stress-sensitive species in the Brassicaceae 94%
- Cis-regulatory evolution spotlights species differences in the adaptive potential of gene expression plasticity 94%
Similar papers in this journal
- Alternative splicing landscapes in Arabidopsis thaliana across tissues and stress conditions highlight major functional differences with animals 95%
- Revisiting the Central Dogma: the distinct roles of genome, methylation, transcription, and translation on protein expression in Arabidopsis thaliana 93%
- The vast majority of somatic mutations in plants are layer-specific 93%
Similar papers in this journal
- Discarded sequencing reads uncover natural variation in pest resistance in Thlaspi arvense 93%
- Parallel global profiling of plant TOR dynamics reveals a conserved role for LARP1 in protein translation 92%
- The Arabidopsis m6A-binding proteins ECT2 and ECT3 bind largely overlapping mRNA target sets and influence target mRNA abundance, not alternative polyadenylation 92%
Similar papers in this journal
- Conditional Stomatal Closure in a Fern Shares Molecular Features with Flowering Plant Active Stomatal Responses 93%
- The genomes and epigenomes of aquatic plants (Lemnaceae) promote triploid hybridization and clonal reproduction 93%
- Extensive immune receptor repertoire diversity in disease-resistant rice landraces 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.