Abstract

Recent developments in our understanding of the interactions between long non-coding RNAs (lncRNAs) and cellular components have improved treatment approaches for various human diseases including cancer, vascular diseases, and neurological diseases. Although investigation of specific lncRNAs revealed their role in the metabolism of cellular RNA, our understanding of their contribution to post-transcriptional regulation is relatively limited. In this study, we explore the role of lncRNAs in modulating alternative splicing and their impact on downstream protein–RNA interaction networks. Analysis of alternative splicing events across 39 lncRNA knockdown and wildtype RNA-sequencing datasets from three human cell lines—HeLa (cervical cancer), K562 (myeloid leukemia), and U87 (glioblastoma)—resulted in the high-confidence (false discovery rate (fdr) < 0.01) identification of 11,630 skipped exon events and 5895 retained intron events, implicating 759 genes to be impacted at the post-transcriptional level due to the loss of lncRNAs. We observed that a majority of the alternatively spliced genes in a lncRNA knockdown were specific to the cell type. In tandem, the functions annotated to the genes affected by alternative splicing across each lncRNA knockdown also displayed cell-type specificity. To understand the mechanism behind this cell-type-specific alternative splicing pattern, we analyzed RNA-binding protein (RBP)–RNA interaction profiles across the spliced regions in order to observe cell-type-specific alternative splice event RBP binding preference. Despite limited RBP binding data across cell lines, alternatively spliced events detected in lncRNA perturbation experiments were associated with RBPs binding in proximal intron–exon junctions in a cell-type-specific manner. The cellular functions affected by alternative splicing were also affected in a cell-type-specific manner. Based on the RBP binding profiles in HeLa and K562 cells, we hypothesize that several lncRNAs are likely to exhibit a sponge effect in disease contexts, resulting in the functional disruption of RBPs and their downstream functions. We propose that such lncRNA sponges can extensively rewire post-transcriptional gene regulatory networks by altering the protein–RNA interaction landscape in a cell-type-specific manner.

Highlights

  • One of the major challenges in the post-genomic era is to understand fundamental mechanisms of long non-coding RNAs and their role in modulating cellular homeostasis

  • We investigated alternative splicing events, functions of alternatively spliced gene sets, and RNA-binding protein (RBP)-long non-coding RNAs (lncRNAs) binding patterns across 39 lncRNA knockdowns in HeLa, K562, and U87 cell lines

  • Alternative splicing induced by lncRNA knockdowns was shown to be cell-type specific within the human cancer cell lines HeLa, K562, and U87

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Summary

Introduction

One of the major challenges in the post-genomic era is to understand fundamental mechanisms of long non-coding RNAs (lncRNAs) and their role in modulating cellular homeostasis. Genes 2019, 10, 593 increased awareness of their influence on alternative splicing and alterations in notable cancers, most lncRNAs are still not known to have a function and thousands of lncRNAs are believed to be a result of transcriptional noise [1]. Their length and low expression have acted as a barrier for experimental assays and for building computational models [2,3], resulting in a lack of approaches to confidently assess the full scope of lncRNA function and structure.

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