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Updated: Jun 6, 2026

Identification of Alternative Splicing and Polyadenylation in RNA-seq Data
Published on: June 24, 2021
Exon array analysis using re-defined probe sets results in reliable identification of alternatively spliced genes in
Wolfram Langer1, Florian Sohler, Gabriele Leder
1Bayer Schering Pharma AG, Global Drug Discovery (GDD)-Target Discovery, Müllerstrasse 178, 13342 Berlin, Germany. wolfram.langer@bayer.com
Background:
Treatment of non-small cell lung cancer with novel targeted therapies is a major unmet clinical need. Alternative splicing is a mechanism which generates diverse protein products and is of functional relevance in cancer.
Results:
In this study, a genome-wide analysis of the alteration of splicing patterns between lung cancer and normal lung tissue was performed. We generated an exon array data set derived from matched pairs of lung cancer and normal lung tissue including both the adenocarcinoma and the squamous cell carcinoma subtypes. An enhanced workflow was developed to reliably detect differential splicing in an exon array data set. In total, 330 genes were found to be differentially spliced in non-small cell lung cancer compared to normal lung tissue. Microarray findings were validated with independent laboratory methods for CLSTN1, FN1, KIAA1217, MYO18A, NCOR2, NUMB, SLK, SYNE2, TPM1, (in total, 10 events) and ADD3, which was analysed in depth. We achieved a high validation rate of 69%. Evidence was found that the activity of FOX2, the splicing factor shown to cause cancer-specific splicing patterns in breast and ovarian cancer, is not altered at the transcript level in several cancer types including lung cancer.
Conclusions:
This study demonstrates how alternatively spliced genes can reliably be identified in a cancer data set. Our findings underline that key processes of cancer progression in NSCLC are affected by alternative splicing, which can be exploited in the search for novel targeted therapies.
Insights
Alternative splicing significantly alters gene expression in non-small cell lung cancer (NSCLC). Identifying these splicing changes offers new avenues for developing targeted therapies for NSCLC patients.
Area of Science:
- Genomics
- Molecular Biology
- Oncology
Background:
- Targeted therapies for non-small cell lung cancer (NSCLC) remain a significant unmet clinical need.
- Alternative splicing generates protein diversity and plays a crucial role in cancer development.
Purpose of the Study:
- To conduct a genome-wide analysis of altered splicing patterns in NSCLC compared to normal lung tissue.
- To identify differentially spliced genes in lung adenocarcinoma and squamous cell carcinoma subtypes.
Main Methods:
- Exon array data from matched lung cancer and normal lung tissues were analyzed.
- An enhanced workflow was developed for reliable detection of differential splicing.
- Microarray findings were validated using independent laboratory methods.
Main Results:
- 330 genes exhibited differential splicing in NSCLC compared to normal tissue.
- A high validation rate of 69% was achieved for the identified splicing events.
- The splicing factor FOX2 activity was not altered at the transcript level in lung cancer.
Conclusions:
- Alternatively spliced genes can be reliably identified in cancer datasets.
- Alternative splicing impacts key cancer progression processes in NSCLC.
- These findings can guide the development of novel targeted therapies for NSCLC.
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