Long read subcellular fractionation and sequencing reveals the translational fate of full length mRNA isoforms during neuronal differentiation
Alternative splicing (AS) alters the cis-regulatory landscape of mRNA isoforms leading to transcripts with distinct localization, stability and translational efficiency. To rigorously investigate mRNA isoform-specific ribosome association, we generated subcellular fractionation and sequencing (Frac-seq) libraries using both conventional short reads and long reads from human embryonic stem cells (ESC) and neural progenitor cells (NPC) derived from the same ESC. We performed de novo transcriptome assembly from high-confidence long reads from cytosolic, monosomal, light and heavy polyribosomal fractions and quantified their abundance using short reads from their respective subcellular fractions. Thousands of transcripts in each cell type exhibited association with particular subcellular fractions relative to the cytosol. Of the multi-isoform genes, 27% and 19% exhibited significant differential isoform sedimentation in ESC and NPC respectively. Alternative promoter usage and internal exon skipping accounted for the majority of differences between isoforms from the same gene. Random forest classifiers implicated coding sequence (CDS) and UTR lengths as important determinants of isoform-specific sedimentation profiles, and motif analyses reveal potential cell type-specific and subcellular fraction-associated RNA-binding protein signatures. Taken together our data demonstrate that alternative mRNA processing within the CDS and UTRs impacts the translational control of mRNA isoforms during stem cell differentiation, and highlights the utility of using a novel long-read sequencing-based method to study translational control. Overall design: Long read Frac-seq libraries in duplicate and short read Frac-seq libraries in triplicate were generated from human embryonic stem cells (ESC) and ESC-derived neural progenitor cells which were differentiated using dual-SMAD inhibition. Long and short read Frac-seq libraries were integrated to characterize the translated transcriptome during neuronal differentiation.