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Long Non-Coding RNA Expression Levels Modulate Cell-Type-Specific Splicing Patterns by Altering Their Interaction
Felipe Wendt Porto1, Swapna Vidhur Daulatabad1, Sarath Chandra Janga2,3,4
1Department of BioHealth Informatics, School of Informatics and Computing, IUPUI, Indianapolis, IN 46202, USA.
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.
Insights
Long non-coding RNAs (lncRNAs) significantly impact alternative splicing and gene regulation in a cell-type-specific manner. This study reveals lncRNAs can act as sponges, altering RNA-binding protein networks and cellular functions in diseases.
Area of Science:
- Molecular Biology
- Genomics
- Epigenetics
Background:
- Long non-coding RNAs (lncRNAs) are increasingly recognized for their roles in cellular processes and disease.
- Their precise contribution to post-transcriptional regulation, particularly alternative splicing, remains incompletely understood.
- Understanding lncRNA-mediated gene regulation is crucial for developing novel therapeutic strategies for diseases like cancer.
Purpose of the Study:
- To investigate the role of lncRNAs in modulating alternative splicing.
- To analyze the impact of lncRNAs on downstream protein-RNA interaction networks.
- To determine the cell-type specificity of lncRNA-driven alternative splicing and its functional consequences.
Main Methods:
- Comparative analysis of RNA-sequencing data from lncRNA knockdown and wildtype samples across three human cell lines (HeLa, K562, U87).
- High-confidence identification of alternative splicing events (skipped exons, retained introns) using a false discovery rate (fdr) < 0.01.
- Analysis of RNA-binding protein (RBP) interaction profiles to identify cell-type-specific binding preferences at spliced regions.
Main Results:
- Identification of 11,630 skipped exon and 5,895 retained intron events, impacting 759 genes at the post-transcriptional level upon lncRNA knockdown.
- Observed significant cell-type specificity in both alternatively spliced genes and their associated cellular functions across different lncRNA knockdown experiments.
- Demonstrated association between alternative splicing events and cell-type-specific RBP binding at intron-exon junctions, despite limited RBP binding data.
Conclusions:
- lncRNAs play a critical role in regulating alternative splicing in a cell-type-specific manner.
- lncRNAs can function as sponges, sequestering RBPs and thereby disrupting downstream cellular functions.
- This lncRNA-mediated rewiring of protein-RNA interactions offers a potential mechanism for cell-type-specific gene dysregulation in disease contexts.
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