Organisational principles of long non-coding RNAs revealed by exon deletion
Bhutada, S. S.; Guillen-Ramirez, H. A.; Uroda, T.; Bravo, I. J.; Coan, M.; Pulido, T. H.; Baranovskii, A.; Marsico, A.; Johnson, R.
Show abstract
Long non-coding RNAs (lncRNAs) regulate cell phenotypes in health and disease, yet how function is encoded in their sequence remains poorly understood. Current models propose a modular architecture composed of discrete functional elements, but this is based on a limited set of paradigmatic examples and methods for mapping function to sequence are limited in scope and resolution. Here, we establish a high-throughput CRISPR-Cas9 strategy for dissecting lncRNA functional architecture at exon resolution. Using cell fitness as a phenotypic readout, we screened 358 exons from 107 lncRNAs across four human cell lines. We report that (1) a large proportion of exons have no detectable function, (2) a minority of exons are functional in any given cell line (19-111 exons), equivalent to one-fifth of total transcript nucleotides on average, and (3) functionality is enriched towards the 5 end of the transcript. We developed a database of putative lncRNA functional elements, ElementaLdb, and demonstrated through statistical and experimental analyses that lncRNA function depends on transposable elements, microRNA response elements and RNA binding protein sites. These sub-genic functional maps expand the catalogue of experimentally defined lncRNA functional elements by an order of magnitude, illuminate molecular mechanisms and broadly support a modular organisation for lncRNAs.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A high-resolution map of functional miR-181 response elements in the thymus reveals the role of coding sequence targeting and an alternative seed match 97%
- INRI-seq enables global cell-free analysis of translation initiation and off-target effects of antisense inhibitors 96%
- Pooled screening for biochemically-defined phenotypes using CRISPuRe-Seq 96%
Similar papers in this journal
- Enhancer regulatory networks globally connect non-coding breast cancer loci to cancer genes 97%
- Functional classification of noncoding RNAs associated with distinct histone modifications by PIRCh-seq 96%
- ZetaSuite, A Computational Method for Analyzing Multi-dimensional High-throughput Data, Reveals Genes with Opposite Roles in Cancer Dependency 96%
Similar papers in this journal
- Whole genome functional characterization of RE1 silencers using a modified massively parallel reporter assay 96%
- Characterization and bioinformatic filtering of ambient gRNAs in single-cell CRISPR screens using CLEANSER 96%
- Normal and cancer tissues are accurately characterised by intergenic transcription at RNA polymerase 2 binding sites 96%
"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.