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Updated: Oct 5, 2025

Identification of Alternative Splicing and Polyadenylation in RNA-seq Data
Published on: June 24, 2021
A molecular map of long non-coding RNA expression, isoform switching and alternative splicing in osteoarthritis
Georgia Katsoula1,2, Julia Steinberg2,3, Margo Tuerlings4
1Technical University of Munich (TUM), School of Medicine, Munich 81675, Germany.
Abstract:
Osteoarthritis is a prevalent joint disease and a major cause of disability worldwide with no curative therapy. Development of disease-modifying therapies requires a better understanding of the molecular mechanisms underpinning disease. A hallmark of osteoarthritis is cartilage degradation. To define molecular events characterizing osteoarthritis at the whole transcriptome level, we performed deep RNA sequencing in paired samples of low- and high-osteoarthritis grade knee cartilage derived from 124 patients undergoing total joint replacement. We detected differential expression between low- and high-osteoarthritis grade articular cartilage for 365 genes and identified a 38-gene signature in osteoarthritis cartilage by replicating our findings in an independent dataset. We also found differential expression for 25 novel long non-coding RNA genes (lncRNAs) and identified potential lncRNA interactions with RNA-binding proteins in osteoarthritis. We assessed alterations in the relative usage of individual gene transcripts and identified differential transcript usage for 82 genes, including ABI3BP, coding for an extracellular matrix protein, AKT1S1, a negative regulator of the mTOR pathway and TPRM4, coding for a transient receptor potential channel. We further assessed genome-wide differential splicing, for the first time in osteoarthritis, and detected differential splicing for 209 genes, which were enriched for extracellular matrix, proteoglycans and integrin surface interactions terms. In the largest study of its kind in osteoarthritis, we find that isoform and splicing changes, in addition to extensive differences in both coding and non-coding sequence expression, are associated with disease and demonstrate a novel layer of genomic complexity to osteoarthritis pathogenesis.
Insights
This study reveals significant gene expression and splicing changes in osteoarthritis (OA) cartilage, identifying novel molecular players and a 38-gene signature for this prevalent joint disease.
Area of Science:
- Genomics
- Molecular Biology
- Orthopedics
Background:
- Osteoarthritis (OA) is a widespread degenerative joint disease causing significant disability globally.
- Current OA therapies lack curative potential, necessitating deeper understanding of molecular pathogenesis.
- Cartilage degradation is a key characteristic of OA, driving disease progression.
Purpose of the Study:
- To comprehensively define molecular events in OA at the whole transcriptome level.
- To identify novel molecular signatures and pathways involved in OA pathogenesis.
- To investigate differential gene expression, transcript usage, and splicing in OA cartilage.
Main Methods:
- Deep RNA sequencing of paired low- and high-osteoarthritis grade knee cartilage from 124 patients.
- Differential gene expression analysis and identification of a 38-gene OA signature.
- Analysis of long non-coding RNA (lncRNA) expression, differential transcript usage, and genome-wide differential splicing.
Main Results:
- Identified 365 differentially expressed genes between low- and high-OA grade cartilage, including a validated 38-gene OA signature.
- Detected differential expression for 25 novel lncRNA genes and potential lncRNA-protein interactions.
- Found differential transcript usage in 82 genes and differential splicing in 209 genes, enriched for extracellular matrix and cell adhesion pathways.
Conclusions:
- Osteoarthritis pathogenesis involves complex genomic alterations, including widespread changes in gene expression, transcript usage, and splicing.
- Novel lncRNAs and altered splicing patterns represent potential therapeutic targets for OA.
- This study provides the most extensive genomic analysis of OA cartilage to date, revealing new insights into disease mechanisms.
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