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Updated: Jan 31, 2026

Identification of Alternative Splicing and Polyadenylation in RNA-seq Data
Published on: June 24, 2021
Not only cancer: the long non-coding RNA MALAT1 affects the repertoire of alternatively spliced transcripts and
Giulia Cardamone1, Elvezia M Paraboschi1, Giulia Soldà1,2
1Department of Biomedical Sciences, Humanitas University, Pieve Emanuele Milan, Italy.
Abstract:
Long non-coding RNAs (lncRNAs) are post-transcriptional and epigenetic regulators, whose implication in neurodegenerative and autoimmune diseases remains poorly understood. We analyzed publicly available microarray data sets to identify dysregulated lncRNAs in multiple sclerosis (MS), a neuroinflammatory autoimmune disease. We found a consistent upregulation in MS of the lncRNA MALAT1 (2.7-fold increase; meta-analysis, P = 1.3 × 10-8; 190 cases, 182 controls), known to regulate alternative splicing (AS). We confirmed MALAT1 upregulation in two independent MS cohorts (1.5-fold increase; P < 0.01; 59 cases, 50 controls). We hence performed MALAT1 overexpression/knockdown in cell lines, demonstrating that its modulation impacts on endogenous expression of splicing factors (HNRNPF and HNRNPH1) and on AS of MS-associated genes (IL7R and SP140). Minigene-based splicing assays upon MALAT1 modulation recapitulated IL7R and SP140 isoform unbalances observed in patients. RNA-sequencing of MALAT1-knockdown Jurkat cells further highlighted MALAT1 role in splicing (approximately 1100 significantly-modulated AS events) and revealed its contribution to backsplicing (approximately 50 differentially expressed circular RNAs). Our study proposes a possible novel role for MALAT1 dysregulation and the consequent AS alteration in MS pathogenesis, based on anomalous splicing/backsplicing profiles of MS-relevant genes.
Insights
Long non-coding RNA MALAT1 is upregulated in multiple sclerosis (MS), a neuroinflammatory autoimmune disease. Its modulation affects splicing of MS-associated genes, suggesting a role in MS pathogenesis.
Area of Science:
- Neuroscience
- Genetics
- Immunology
Background:
- Long non-coding RNAs (lncRNAs) are key regulators in cellular processes.
- Their role in neurodegenerative and autoimmune diseases like multiple sclerosis (MS) is not well understood.
- Identifying dysregulated lncRNAs in MS can offer insights into disease mechanisms.
Purpose of the Study:
- To identify dysregulated long non-coding RNAs (lncRNAs) in multiple sclerosis (MS) using public microarray data.
- To investigate the functional role of the identified lncRNA, MALAT1, in alternative splicing (AS) and its potential contribution to MS pathogenesis.
Main Methods:
- Meta-analysis of publicly available microarray datasets to identify differentially expressed lncRNAs in MS.
- Validation of MALAT1 expression in independent MS cohorts.
- In vitro experiments involving MALAT1 overexpression and knockdown in cell lines.
- Minigene splicing assays and RNA-sequencing to assess the impact of MALAT1 on splicing factors and MS-associated genes.
Main Results:
- Consistent upregulation of lncRNA MALAT1 was observed in MS patients compared to controls (2.7-fold increase in meta-analysis, P = 1.3 × 10-8).
- MALAT1 modulation affected the expression of splicing factors HNRNPF and HNRNPH1 and altered alternative splicing of MS-associated genes IL7R and SP140.
- RNA-sequencing revealed MALAT1's significant role in regulating approximately 1100 alternative splicing events and approximately 50 circular RNAs through backsplicing.
Conclusions:
- The lncRNA MALAT1 is consistently upregulated in multiple sclerosis (MS).
- MALAT1 dysregulation influences alternative splicing of MS-relevant genes, indicating a potential role in MS pathogenesis.
- Altered splicing and backsplicing profiles associated with MALAT1 may contribute to the development of MS.
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