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Updated: Oct 22, 2025

Identification of Alternative Splicing and Polyadenylation in RNA-seq Data
Published on: June 24, 2021
Extensive Changes in Transcription Dynamics Reflected on Alternative Splicing Events in Systemic Lupus Erythematosus
Sofia Papanikolaou1,2, George K Bertsias1,3, Christoforos Nikolaou2
1School of Medicine, University of Crete, Voutes, 70013 Heraklion, Greece.
Abstract:
In addition to increasing the complexity of the transcriptional output, alternative RNA splicing can lead to the reduction of mRNA translation or the production of non-functional or malfunctional proteins, thus representing a vital component of the gene regulation process. Herein, we set out to detect and characterize alternative splicing events that occur in whole-blood samples of patients with Systemic Lupus Erythematosus (SLE) as compared to healthy counterparts. Through the implementation of a computational pipeline on published RNA-sequencing data, we identified extensive changes in the transcription dynamics affecting a large number of genes. We found a predominance of intron retention events, with the majority introducing premature stop codons, suggestive of gene repression, in both inactive and active SLE patient samples. Alternative splicing affected a distinct set of genes from the ones detected as differentially expressed in the same comparisons, while alternatively spliced genes tended to reside in genome areas associated with increased gene co-expression. Functional analysis of genes affected by alternative splicing pointed towards particular functions related to metabolism and histone acetylation as of potential interest. Together, our findings underline the importance of incorporating alternative splicing analyses in the context of molecular characterization of complex diseases such as SLE.
Insights
Alternative RNA splicing significantly impacts gene regulation in Systemic Lupus Erythematosus (SLE). Our study found widespread splicing changes, particularly intron retention, in SLE patients, suggesting a novel layer of disease complexity.
Area of Science:
- Molecular Biology
- Genetics
- Immunology
Background:
- Alternative RNA splicing is crucial for gene regulation, influencing protein function and cellular processes.
- Dysregulation of gene expression, including alternative splicing, is implicated in complex autoimmune diseases like Systemic Lupus Erythematosus (SLE).
Purpose of the Study:
- To detect and characterize alternative splicing events in whole-blood samples from Systemic Lupus Erythematosus (SLE) patients compared to healthy individuals.
- To investigate the role of alternative splicing in the molecular pathology of SLE.
Main Methods:
- Utilized a computational pipeline to analyze publicly available RNA-sequencing data from SLE patients and healthy controls.
- Identified and quantified alternative splicing events, focusing on intron retention and premature stop codon introduction.
Main Results:
- Detected extensive changes in transcription dynamics and alternative splicing across numerous genes in SLE patients.
- Observed a predominance of intron retention events, often leading to premature stop codons, indicating potential gene repression in SLE.
- Alternative splicing affected distinct gene sets compared to differentially expressed genes, with alternatively spliced genes often located in co-expressed genomic regions.
Conclusions:
- Alternative splicing represents a significant layer of gene regulation in Systemic Lupus Erythematosus (SLE).
- Intron retention and premature stop codon formation are prevalent splicing alterations in SLE, suggesting a role in disease pathogenesis.
- Integrating alternative splicing analysis is vital for a comprehensive molecular understanding of complex diseases like SLE.
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